#params=56074
model.embeddings.cls_token False
model.embeddings.position_embeddings False
model.embeddings.patch_embeddings.projection.weight False
model.embeddings.patch_embeddings.projection.bias False
model.encoder.layer.0.attention.attention.query.weight True
model.encoder.layer.0.attention.attention.query.bias False
model.encoder.layer.0.attention.attention.key.weight True
model.encoder.layer.0.attention.attention.key.bias False
model.encoder.layer.0.attention.attention.value.weight True
model.encoder.layer.0.attention.attention.value.bias False
model.encoder.layer.0.attention.output.dense.weight True
model.encoder.layer.0.attention.output.dense.bias False
model.encoder.layer.0.intermediate.dense.weight True
model.encoder.layer.0.intermediate.dense.bias False
model.encoder.layer.0.output.dense.weight True
model.encoder.layer.0.output.dense.bias False
model.encoder.layer.0.layernorm_before.weight False
model.encoder.layer.0.layernorm_before.bias False
model.encoder.layer.0.layernorm_after.weight False
model.encoder.layer.0.layernorm_after.bias False
model.encoder.layer.1.attention.attention.query.weight True
model.encoder.layer.1.attention.attention.query.bias False
model.encoder.layer.1.attention.attention.key.weight True
model.encoder.layer.1.attention.attention.key.bias False
model.encoder.layer.1.attention.attention.value.weight True
model.encoder.layer.1.attention.attention.value.bias False
model.encoder.layer.1.attention.output.dense.weight True
model.encoder.layer.1.attention.output.dense.bias False
model.encoder.layer.1.intermediate.dense.weight True
model.encoder.layer.1.intermediate.dense.bias False
model.encoder.layer.1.output.dense.weight True
model.encoder.layer.1.output.dense.bias False
model.encoder.layer.1.layernorm_before.weight False
model.encoder.layer.1.layernorm_before.bias False
model.encoder.layer.1.layernorm_after.weight False
model.encoder.layer.1.layernorm_after.bias False
model.encoder.layer.2.attention.attention.query.weight True
model.encoder.layer.2.attention.attention.query.bias False
model.encoder.layer.2.attention.attention.key.weight True
model.encoder.layer.2.attention.attention.key.bias False
model.encoder.layer.2.attention.attention.value.weight True
model.encoder.layer.2.attention.attention.value.bias False
model.encoder.layer.2.attention.output.dense.weight True
model.encoder.layer.2.attention.output.dense.bias False
model.encoder.layer.2.intermediate.dense.weight True
model.encoder.layer.2.intermediate.dense.bias False
model.encoder.layer.2.output.dense.weight True
model.encoder.layer.2.output.dense.bias False
model.encoder.layer.2.layernorm_before.weight False
model.encoder.layer.2.layernorm_before.bias False
model.encoder.layer.2.layernorm_after.weight False
model.encoder.layer.2.layernorm_after.bias False
model.encoder.layer.3.attention.attention.query.weight True
model.encoder.layer.3.attention.attention.query.bias False
model.encoder.layer.3.attention.attention.key.weight True
model.encoder.layer.3.attention.attention.key.bias False
model.encoder.layer.3.attention.attention.value.weight True
model.encoder.layer.3.attention.attention.value.bias False
model.encoder.layer.3.attention.output.dense.weight True
model.encoder.layer.3.attention.output.dense.bias False
model.encoder.layer.3.intermediate.dense.weight True
model.encoder.layer.3.intermediate.dense.bias False
model.encoder.layer.3.output.dense.weight True
model.encoder.layer.3.output.dense.bias False
model.encoder.layer.3.layernorm_before.weight False
model.encoder.layer.3.layernorm_before.bias False
model.encoder.layer.3.layernorm_after.weight False
model.encoder.layer.3.layernorm_after.bias False
model.encoder.layer.4.attention.attention.query.weight True
model.encoder.layer.4.attention.attention.query.bias False
model.encoder.layer.4.attention.attention.key.weight True
model.encoder.layer.4.attention.attention.key.bias False
model.encoder.layer.4.attention.attention.value.weight True
model.encoder.layer.4.attention.attention.value.bias False
model.encoder.layer.4.attention.output.dense.weight True
model.encoder.layer.4.attention.output.dense.bias False
model.encoder.layer.4.intermediate.dense.weight True
model.encoder.layer.4.intermediate.dense.bias False
model.encoder.layer.4.output.dense.weight True
model.encoder.layer.4.output.dense.bias False
model.encoder.layer.4.layernorm_before.weight False
model.encoder.layer.4.layernorm_before.bias False
model.encoder.layer.4.layernorm_after.weight False
model.encoder.layer.4.layernorm_after.bias False
model.encoder.layer.5.attention.attention.query.weight True
model.encoder.layer.5.attention.attention.query.bias False
model.encoder.layer.5.attention.attention.key.weight True
model.encoder.layer.5.attention.attention.key.bias False
model.encoder.layer.5.attention.attention.value.weight True
model.encoder.layer.5.attention.attention.value.bias False
model.encoder.layer.5.attention.output.dense.weight True
model.encoder.layer.5.attention.output.dense.bias False
model.encoder.layer.5.intermediate.dense.weight True
model.encoder.layer.5.intermediate.dense.bias False
model.encoder.layer.5.output.dense.weight True
model.encoder.layer.5.output.dense.bias False
model.encoder.layer.5.layernorm_before.weight False
model.encoder.layer.5.layernorm_before.bias False
model.encoder.layer.5.layernorm_after.weight False
model.encoder.layer.5.layernorm_after.bias False
model.encoder.layer.6.attention.attention.query.weight True
model.encoder.layer.6.attention.attention.query.bias False
model.encoder.layer.6.attention.attention.key.weight True
model.encoder.layer.6.attention.attention.key.bias False
model.encoder.layer.6.attention.attention.value.weight True
model.encoder.layer.6.attention.attention.value.bias False
model.encoder.layer.6.attention.output.dense.weight True
model.encoder.layer.6.attention.output.dense.bias False
model.encoder.layer.6.intermediate.dense.weight True
model.encoder.layer.6.intermediate.dense.bias False
model.encoder.layer.6.output.dense.weight True
model.encoder.layer.6.output.dense.bias False
model.encoder.layer.6.layernorm_before.weight False
model.encoder.layer.6.layernorm_before.bias False
model.encoder.layer.6.layernorm_after.weight False
model.encoder.layer.6.layernorm_after.bias False
model.encoder.layer.7.attention.attention.query.weight True
model.encoder.layer.7.attention.attention.query.bias False
model.encoder.layer.7.attention.attention.key.weight True
model.encoder.layer.7.attention.attention.key.bias False
model.encoder.layer.7.attention.attention.value.weight True
model.encoder.layer.7.attention.attention.value.bias False
model.encoder.layer.7.attention.output.dense.weight True
model.encoder.layer.7.attention.output.dense.bias False
model.encoder.layer.7.intermediate.dense.weight True
model.encoder.layer.7.intermediate.dense.bias False
model.encoder.layer.7.output.dense.weight True
model.encoder.layer.7.output.dense.bias False
model.encoder.layer.7.layernorm_before.weight False
model.encoder.layer.7.layernorm_before.bias False
model.encoder.layer.7.layernorm_after.weight False
model.encoder.layer.7.layernorm_after.bias False
model.encoder.layer.8.attention.attention.query.weight True
model.encoder.layer.8.attention.attention.query.bias False
model.encoder.layer.8.attention.attention.key.weight True
model.encoder.layer.8.attention.attention.key.bias False
model.encoder.layer.8.attention.attention.value.weight True
model.encoder.layer.8.attention.attention.value.bias False
model.encoder.layer.8.attention.output.dense.weight True
model.encoder.layer.8.attention.output.dense.bias False
model.encoder.layer.8.intermediate.dense.weight True
model.encoder.layer.8.intermediate.dense.bias False
model.encoder.layer.8.output.dense.weight True
model.encoder.layer.8.output.dense.bias False
model.encoder.layer.8.layernorm_before.weight False
model.encoder.layer.8.layernorm_before.bias False
model.encoder.layer.8.layernorm_after.weight False
model.encoder.layer.8.layernorm_after.bias False
model.encoder.layer.9.attention.attention.query.weight True
model.encoder.layer.9.attention.attention.query.bias False
model.encoder.layer.9.attention.attention.key.weight True
model.encoder.layer.9.attention.attention.key.bias False
model.encoder.layer.9.attention.attention.value.weight True
model.encoder.layer.9.attention.attention.value.bias False
model.encoder.layer.9.attention.output.dense.weight True
model.encoder.layer.9.attention.output.dense.bias False
model.encoder.layer.9.intermediate.dense.weight True
model.encoder.layer.9.intermediate.dense.bias False
model.encoder.layer.9.output.dense.weight True
model.encoder.layer.9.output.dense.bias False
model.encoder.layer.9.layernorm_before.weight False
model.encoder.layer.9.layernorm_before.bias False
model.encoder.layer.9.layernorm_after.weight False
model.encoder.layer.9.layernorm_after.bias False
model.encoder.layer.10.attention.attention.query.weight True
model.encoder.layer.10.attention.attention.query.bias False
model.encoder.layer.10.attention.attention.key.weight True
model.encoder.layer.10.attention.attention.key.bias False
model.encoder.layer.10.attention.attention.value.weight True
model.encoder.layer.10.attention.attention.value.bias False
model.encoder.layer.10.attention.output.dense.weight True
model.encoder.layer.10.attention.output.dense.bias False
model.encoder.layer.10.intermediate.dense.weight True
model.encoder.layer.10.intermediate.dense.bias False
model.encoder.layer.10.output.dense.weight True
model.encoder.layer.10.output.dense.bias False
model.encoder.layer.10.layernorm_before.weight False
model.encoder.layer.10.layernorm_before.bias False
model.encoder.layer.10.layernorm_after.weight False
model.encoder.layer.10.layernorm_after.bias False
model.encoder.layer.11.attention.attention.query.weight True
model.encoder.layer.11.attention.attention.query.bias False
model.encoder.layer.11.attention.attention.key.weight True
model.encoder.layer.11.attention.attention.key.bias False
model.encoder.layer.11.attention.attention.value.weight True
model.encoder.layer.11.attention.attention.value.bias False
model.encoder.layer.11.attention.output.dense.weight True
model.encoder.layer.11.attention.output.dense.bias False
model.encoder.layer.11.intermediate.dense.weight True
model.encoder.layer.11.intermediate.dense.bias False
model.encoder.layer.11.output.dense.weight True
model.encoder.layer.11.output.dense.bias False
model.encoder.layer.11.layernorm_before.weight False
model.encoder.layer.11.layernorm_before.bias False
model.encoder.layer.11.layernorm_after.weight False
model.encoder.layer.11.layernorm_after.bias False
model.layernorm.weight False
model.layernorm.bias False
model.pooler.dense.weight True
model.pooler.dense.bias False
fc.weight True
fc.bias False
#params=56074
(TRAINING) task: 0, epoch: 0/30, loss: 2.3078, acc: 0.0859
(TRAINING) task: 0, epoch: 0/30, loss: 2.3056, acc: 0.0957
(TRAINING) task: 0, epoch: 0/30, loss: 2.3057, acc: 0.0938
(TRAINING) task: 0, epoch: 0/30, loss: 2.3049, acc: 0.0967
(TRAINING) task: 0, epoch: 0/30, loss: 2.3051, acc: 0.0930
(TRAINING) task: 0, epoch: 0/30, loss: 2.3050, acc: 0.0944
(TRAINING) task: 0, epoch: 0/30, loss: 2.3049, acc: 0.0932
(TRAINING) task: 0, epoch: 0/30, loss: 2.3049, acc: 0.0947
(TRAINING) task: 0, epoch: 0/30, loss: 2.3042, acc: 0.1024
(TRAINING) task: 0, epoch: 0/30, loss: 2.3039, acc: 0.1039
(TRAINING) task: 0, epoch: 0/30, loss: 2.3038, acc: 0.1048
(TRAINING) task: 0, epoch: 0/30, loss: 2.3037, acc: 0.1042
(TRAINING) task: 0, epoch: 0/30, loss: 2.3034, acc: 0.1070
(TRAINING) task: 0, epoch: 0/30, loss: 2.3032, acc: 0.1088
(TRAINING) task: 0, epoch: 0/30, loss: 2.3027, acc: 0.1128
(TRAINING) task: 0, epoch: 0/30, loss: 2.3025, acc: 0.1157
(TRAINING) task: 0, epoch: 0/30, loss: 2.3022, acc: 0.1165
(TRAINING) task: 0, epoch: 0/30, loss: 2.3022, acc: 0.1148
(TRAINING) task: 0, epoch: 0/30, loss: 2.3022, acc: 0.1151
(TRAINING) task: 0, epoch: 0/30, loss: 2.3020, acc: 0.1164
(TESTING) task: 0, epoch: 0/30, loss: 2.3081, acc: 0.0625
(TESTING) task: 0, epoch: 0/30, loss: 2.2996, acc: 0.1562
(TESTING) task: 0, epoch: 0/30, loss: 2.3035, acc: 0.1250
(TESTING) task: 0, epoch: 0/30, loss: 2.3001, acc: 0.1562
(TESTING) task: 0, epoch: 0/30, loss: 2.2994, acc: 0.1500
(TESTING) task: 0, epoch: 0/30, loss: 2.2993, acc: 0.1458
(TESTING) task: 0, epoch: 0/30, loss: 2.2995, acc: 0.1518
(TESTING) task: 0, epoch: 0/30, loss: 2.3000, acc: 0.1484
(TESTING) task: 0, epoch: 0/30, loss: 2.2986, acc: 0.1597
(TESTING) task: 0, epoch: 0/30, loss: 2.2988, acc: 0.1562
(TESTING) task: 0, epoch: 0/30, loss: 2.2985, acc: 0.1534
(TESTING) task: 0, epoch: 0/30, loss: 2.2986, acc: 0.1562
(TESTING) task: 0, epoch: 0/30, loss: 2.2974, acc: 0.1683
(TESTING) task: 0, epoch: 0/30, loss: 2.2966, acc: 0.1741
(TESTING) task: 0, epoch: 0/30, loss: 2.2967, acc: 0.1708
(TESTING) task: 0, epoch: 0/30, loss: 2.2965, acc: 0.1719
(TESTING) task: 0, epoch: 0/30, loss: 2.2965, acc: 0.1691
(TESTING) task: 0, epoch: 0/30, loss: 2.2956, acc: 0.1806
(TESTING) task: 0, epoch: 0/30, loss: 2.2963, acc: 0.1711
(TESTING) task: 0, epoch: 0/30, loss: 2.2963, acc: 0.1656
(TESTING) task: 0, epoch: 0/30, loss: 2.2961, acc: 0.1667
(TESTING) task: 0, epoch: 0/30, loss: 2.2965, acc: 0.1648
(TESTING) task: 0, epoch: 0/30, loss: 2.2971, acc: 0.1576
(TESTING) task: 0, epoch: 0/30, loss: 2.2971, acc: 0.1589
(TESTING) task: 0, epoch: 0/30, loss: 2.2970, acc: 0.1575
(TESTING) task: 0, epoch: 0/30, loss: 2.2971, acc: 0.1611
(TESTING) task: 0, epoch: 0/30, loss: 2.2972, acc: 0.1574
(TESTING) task: 0, epoch: 0/30, loss: 2.2969, acc: 0.1585
(TESTING) task: 0, epoch: 0/30, loss: 2.2971, acc: 0.1552
(TESTING) task: 0, epoch: 0/30, loss: 2.2971, acc: 0.1521
(TESTING) task: 0, epoch: 0/30, loss: 2.2974, acc: 0.1492
(TESTING) task: 0, epoch: 0/30, loss: 2.2977, acc: 0.1445
(TESTING) task: 0, epoch: 0/30, loss: 2.2978, acc: 0.1439
(TESTING) task: 0, epoch: 0/30, loss: 2.2978, acc: 0.1415
(TESTING) task: 0, epoch: 0/30, loss: 2.2978, acc: 0.1411
(TESTING) task: 0, epoch: 0/30, loss: 2.2975, acc: 0.1441
(TESTING) task: 0, epoch: 0/30, loss: 2.2974, acc: 0.1436
(TESTING) task: 0, epoch: 0/30, loss: 2.2978, acc: 0.1414
(TESTING) task: 0, epoch: 0/30, loss: 2.2974, acc: 0.1458
(TESTING) task: 0, epoch: 0/30, loss: 2.2974, acc: 0.1469
(TESTING) task: 0, epoch: 0/30, loss: 2.2973, acc: 0.1479
(TESTING) task: 0, epoch: 0/30, loss: 2.2975, acc: 0.1458
(TESTING) task: 0, epoch: 0/30, loss: 2.2976, acc: 0.1424
(TESTING) task: 0, epoch: 0/30, loss: 2.2977, acc: 0.1406
(TESTING) task: 0, epoch: 0/30, loss: 2.2976, acc: 0.1431
(TESTING) task: 0, epoch: 0/30, loss: 2.2977, acc: 0.1413
(TESTING) task: 0, epoch: 0/30, loss: 2.2979, acc: 0.1396
(TESTING) task: 0, epoch: 0/30, loss: 2.2977, acc: 0.1393
(TESTING) task: 0, epoch: 0/30, loss: 2.2978, acc: 0.1390
(TESTING) task: 0, epoch: 0/30, loss: 2.2979, acc: 0.1375
(TESTING) task: 0, epoch: 0/30, loss: 2.2978, acc: 0.1385
(TESTING) task: 0, epoch: 0/30, loss: 2.2978, acc: 0.1394
(TESTING) task: 0, epoch: 0/30, loss: 2.2979, acc: 0.1368
(TESTING) task: 0, epoch: 0/30, loss: 2.2979, acc: 0.1366
(TESTING) task: 0, epoch: 0/30, loss: 2.2978, acc: 0.1375
(TESTING) task: 0, epoch: 0/30, loss: 2.2978, acc: 0.1362
(TESTING) task: 0, epoch: 0/30, loss: 2.2978, acc: 0.1360
(TESTING) task: 0, epoch: 0/30, loss: 2.2976, acc: 0.1390
(TESTING) task: 0, epoch: 0/30, loss: 2.2977, acc: 0.1388
(TESTING) task: 0, epoch: 0/30, loss: 2.2977, acc: 0.1396
(TESTING) task: 0, epoch: 0/30, loss: 2.2976, acc: 0.1404
(TESTING) task: 0, epoch: 0/30, loss: 2.2977, acc: 0.1391
(TESTING) task: 0, epoch: 0/30, loss: 2.2979, acc: 0.1369
(TRAINING) task: 0, epoch: 1/30, loss: 2.3005, acc: 0.1484
(TRAINING) task: 0, epoch: 1/30, loss: 2.2994, acc: 0.1504
(TRAINING) task: 0, epoch: 1/30, loss: 2.2993, acc: 0.1458
(TRAINING) task: 0, epoch: 1/30, loss: 2.2987, acc: 0.1484
(TRAINING) task: 0, epoch: 1/30, loss: 2.2977, acc: 0.1500
(TRAINING) task: 0, epoch: 1/30, loss: 2.2980, acc: 0.1504
(TRAINING) task: 0, epoch: 1/30, loss: 2.2983, acc: 0.1496
(TRAINING) task: 0, epoch: 1/30, loss: 2.2980, acc: 0.1465
(TRAINING) task: 0, epoch: 1/30, loss: 2.2974, acc: 0.1519
(TRAINING) task: 0, epoch: 1/30, loss: 2.2973, acc: 0.1492
(TRAINING) task: 0, epoch: 1/30, loss: 2.2971, acc: 0.1484
(TRAINING) task: 0, epoch: 1/30, loss: 2.2969, acc: 0.1520
(TRAINING) task: 0, epoch: 1/30, loss: 2.2968, acc: 0.1532
(TRAINING) task: 0, epoch: 1/30, loss: 2.2966, acc: 0.1565
(TRAINING) task: 0, epoch: 1/30, loss: 2.2964, acc: 0.1586
(TRAINING) task: 0, epoch: 1/30, loss: 2.2960, acc: 0.1614
(TRAINING) task: 0, epoch: 1/30, loss: 2.2958, acc: 0.1625
(TRAINING) task: 0, epoch: 1/30, loss: 2.2955, acc: 0.1645
(TRAINING) task: 0, epoch: 1/30, loss: 2.2956, acc: 0.1643
(TRAINING) task: 0, epoch: 1/30, loss: 2.2955, acc: 0.1649
(TESTING) task: 0, epoch: 1/30, loss: 2.2949, acc: 0.1875
(TESTING) task: 0, epoch: 1/30, loss: 2.2994, acc: 0.1250
(TESTING) task: 0, epoch: 1/30, loss: 2.2914, acc: 0.1875
(TESTING) task: 0, epoch: 1/30, loss: 2.2930, acc: 0.1875
(TESTING) task: 0, epoch: 1/30, loss: 2.2940, acc: 0.1750
(TESTING) task: 0, epoch: 1/30, loss: 2.2947, acc: 0.1875
(TESTING) task: 0, epoch: 1/30, loss: 2.2937, acc: 0.1786
(TESTING) task: 0, epoch: 1/30, loss: 2.2937, acc: 0.1641
(TESTING) task: 0, epoch: 1/30, loss: 2.2933, acc: 0.1597
(TESTING) task: 0, epoch: 1/30, loss: 2.2933, acc: 0.1562
(TESTING) task: 0, epoch: 1/30, loss: 2.2933, acc: 0.1591
(TESTING) task: 0, epoch: 1/30, loss: 2.2931, acc: 0.1562
(TESTING) task: 0, epoch: 1/30, loss: 2.2926, acc: 0.1731
(TESTING) task: 0, epoch: 1/30, loss: 2.2928, acc: 0.1741
(TESTING) task: 0, epoch: 1/30, loss: 2.2932, acc: 0.1667
(TESTING) task: 0, epoch: 1/30, loss: 2.2926, acc: 0.1719
(TESTING) task: 0, epoch: 1/30, loss: 2.2921, acc: 0.1765
(TESTING) task: 0, epoch: 1/30, loss: 2.2923, acc: 0.1840
(TESTING) task: 0, epoch: 1/30, loss: 2.2915, acc: 0.1941
(TESTING) task: 0, epoch: 1/30, loss: 2.2918, acc: 0.2000
(TESTING) task: 0, epoch: 1/30, loss: 2.2915, acc: 0.2054
(TESTING) task: 0, epoch: 1/30, loss: 2.2916, acc: 0.1960
(TESTING) task: 0, epoch: 1/30, loss: 2.2916, acc: 0.1984
(TESTING) task: 0, epoch: 1/30, loss: 2.2913, acc: 0.2057
(TESTING) task: 0, epoch: 1/30, loss: 2.2918, acc: 0.1975
(TESTING) task: 0, epoch: 1/30, loss: 2.2916, acc: 0.2019
(TESTING) task: 0, epoch: 1/30, loss: 2.2912, acc: 0.2037
(TESTING) task: 0, epoch: 1/30, loss: 2.2910, acc: 0.2054
(TESTING) task: 0, epoch: 1/30, loss: 2.2910, acc: 0.2047
(TESTING) task: 0, epoch: 1/30, loss: 2.2908, acc: 0.2042
(TESTING) task: 0, epoch: 1/30, loss: 2.2907, acc: 0.2036
(TESTING) task: 0, epoch: 1/30, loss: 2.2904, acc: 0.2051
(TESTING) task: 0, epoch: 1/30, loss: 2.2903, acc: 0.2083
(TESTING) task: 0, epoch: 1/30, loss: 2.2906, acc: 0.2077
(TESTING) task: 0, epoch: 1/30, loss: 2.2908, acc: 0.2036
(TESTING) task: 0, epoch: 1/30, loss: 2.2913, acc: 0.1997
(TESTING) task: 0, epoch: 1/30, loss: 2.2910, acc: 0.2010
(TESTING) task: 0, epoch: 1/30, loss: 2.2912, acc: 0.1974
(TESTING) task: 0, epoch: 1/30, loss: 2.2913, acc: 0.1939
(TESTING) task: 0, epoch: 1/30, loss: 2.2912, acc: 0.1953
(TESTING) task: 0, epoch: 1/30, loss: 2.2912, acc: 0.1982
(TESTING) task: 0, epoch: 1/30, loss: 2.2915, acc: 0.1979
(TESTING) task: 0, epoch: 1/30, loss: 2.2913, acc: 0.1991
(TESTING) task: 0, epoch: 1/30, loss: 2.2908, acc: 0.2031
(TESTING) task: 0, epoch: 1/30, loss: 2.2912, acc: 0.2000
(TESTING) task: 0, epoch: 1/30, loss: 2.2915, acc: 0.1984
(TESTING) task: 0, epoch: 1/30, loss: 2.2914, acc: 0.1968
(TESTING) task: 0, epoch: 1/30, loss: 2.2915, acc: 0.1940
(TESTING) task: 0, epoch: 1/30, loss: 2.2916, acc: 0.1964
(TESTING) task: 0, epoch: 1/30, loss: 2.2915, acc: 0.1975
(TESTING) task: 0, epoch: 1/30, loss: 2.2911, acc: 0.1998
(TESTING) task: 0, epoch: 1/30, loss: 2.2909, acc: 0.2043
(TESTING) task: 0, epoch: 1/30, loss: 2.2910, acc: 0.2040
(TESTING) task: 0, epoch: 1/30, loss: 2.2911, acc: 0.2037
(TESTING) task: 0, epoch: 1/30, loss: 2.2908, acc: 0.2068
(TESTING) task: 0, epoch: 1/30, loss: 2.2906, acc: 0.2076
(TESTING) task: 0, epoch: 1/30, loss: 2.2904, acc: 0.2105
(TESTING) task: 0, epoch: 1/30, loss: 2.2904, acc: 0.2091
(TESTING) task: 0, epoch: 1/30, loss: 2.2905, acc: 0.2087
(TESTING) task: 0, epoch: 1/30, loss: 2.2907, acc: 0.2062
(TESTING) task: 0, epoch: 1/30, loss: 2.2906, acc: 0.2070
(TESTING) task: 0, epoch: 1/30, loss: 2.2907, acc: 0.2067
(TESTING) task: 0, epoch: 1/30, loss: 2.2908, acc: 0.2054
(TRAINING) task: 0, epoch: 2/30, loss: 2.2923, acc: 0.1875
(TRAINING) task: 0, epoch: 2/30, loss: 2.2914, acc: 0.1914
(TRAINING) task: 0, epoch: 2/30, loss: 2.2903, acc: 0.2044
(TRAINING) task: 0, epoch: 2/30, loss: 2.2904, acc: 0.2041
(TRAINING) task: 0, epoch: 2/30, loss: 2.2903, acc: 0.2094
(TRAINING) task: 0, epoch: 2/30, loss: 2.2901, acc: 0.2122
(TRAINING) task: 0, epoch: 2/30, loss: 2.2899, acc: 0.2126
(TRAINING) task: 0, epoch: 2/30, loss: 2.2901, acc: 0.2100
(TRAINING) task: 0, epoch: 2/30, loss: 2.2897, acc: 0.2131
(TRAINING) task: 0, epoch: 2/30, loss: 2.2893, acc: 0.2188
(TRAINING) task: 0, epoch: 2/30, loss: 2.2895, acc: 0.2177
(TRAINING) task: 0, epoch: 2/30, loss: 2.2895, acc: 0.2148
(TRAINING) task: 0, epoch: 2/30, loss: 2.2893, acc: 0.2169
(TRAINING) task: 0, epoch: 2/30, loss: 2.2889, acc: 0.2182
(TRAINING) task: 0, epoch: 2/30, loss: 2.2887, acc: 0.2193
(TRAINING) task: 0, epoch: 2/30, loss: 2.2884, acc: 0.2222
(TRAINING) task: 0, epoch: 2/30, loss: 2.2880, acc: 0.2250
(TRAINING) task: 0, epoch: 2/30, loss: 2.2879, acc: 0.2279
(TRAINING) task: 0, epoch: 2/30, loss: 2.2876, acc: 0.2307
(TRAINING) task: 0, epoch: 2/30, loss: 2.2876, acc: 0.2291
(TESTING) task: 0, epoch: 2/30, loss: 2.2774, acc: 0.3125
(TESTING) task: 0, epoch: 2/30, loss: 2.2853, acc: 0.2500
(TESTING) task: 0, epoch: 2/30, loss: 2.2856, acc: 0.2292
(TESTING) task: 0, epoch: 2/30, loss: 2.2820, acc: 0.2500
(TESTING) task: 0, epoch: 2/30, loss: 2.2764, acc: 0.2750
(TESTING) task: 0, epoch: 2/30, loss: 2.2775, acc: 0.2812
(TESTING) task: 0, epoch: 2/30, loss: 2.2745, acc: 0.3125
(TESTING) task: 0, epoch: 2/30, loss: 2.2764, acc: 0.2891
(TESTING) task: 0, epoch: 2/30, loss: 2.2768, acc: 0.2986
(TESTING) task: 0, epoch: 2/30, loss: 2.2794, acc: 0.2812
(TESTING) task: 0, epoch: 2/30, loss: 2.2808, acc: 0.2670
(TESTING) task: 0, epoch: 2/30, loss: 2.2808, acc: 0.2656
(TESTING) task: 0, epoch: 2/30, loss: 2.2802, acc: 0.2692
(TESTING) task: 0, epoch: 2/30, loss: 2.2804, acc: 0.2634
(TESTING) task: 0, epoch: 2/30, loss: 2.2807, acc: 0.2667
(TESTING) task: 0, epoch: 2/30, loss: 2.2806, acc: 0.2695
(TESTING) task: 0, epoch: 2/30, loss: 2.2813, acc: 0.2647
(TESTING) task: 0, epoch: 2/30, loss: 2.2811, acc: 0.2639
(TESTING) task: 0, epoch: 2/30, loss: 2.2818, acc: 0.2599
(TESTING) task: 0, epoch: 2/30, loss: 2.2818, acc: 0.2594
(TESTING) task: 0, epoch: 2/30, loss: 2.2814, acc: 0.2589
(TESTING) task: 0, epoch: 2/30, loss: 2.2816, acc: 0.2557
(TESTING) task: 0, epoch: 2/30, loss: 2.2815, acc: 0.2609
(TESTING) task: 0, epoch: 2/30, loss: 2.2814, acc: 0.2682
(TESTING) task: 0, epoch: 2/30, loss: 2.2816, acc: 0.2675
(TESTING) task: 0, epoch: 2/30, loss: 2.2818, acc: 0.2716
(TESTING) task: 0, epoch: 2/30, loss: 2.2817, acc: 0.2755
(TESTING) task: 0, epoch: 2/30, loss: 2.2820, acc: 0.2790
(TESTING) task: 0, epoch: 2/30, loss: 2.2818, acc: 0.2823
(TESTING) task: 0, epoch: 2/30, loss: 2.2819, acc: 0.2812
(TESTING) task: 0, epoch: 2/30, loss: 2.2820, acc: 0.2762
(TESTING) task: 0, epoch: 2/30, loss: 2.2824, acc: 0.2715
(TESTING) task: 0, epoch: 2/30, loss: 2.2825, acc: 0.2708
(TESTING) task: 0, epoch: 2/30, loss: 2.2831, acc: 0.2647
(TESTING) task: 0, epoch: 2/30, loss: 2.2834, acc: 0.2607
(TESTING) task: 0, epoch: 2/30, loss: 2.2837, acc: 0.2604
(TESTING) task: 0, epoch: 2/30, loss: 2.2838, acc: 0.2618
(TESTING) task: 0, epoch: 2/30, loss: 2.2835, acc: 0.2615
(TESTING) task: 0, epoch: 2/30, loss: 2.2837, acc: 0.2612
(TESTING) task: 0, epoch: 2/30, loss: 2.2837, acc: 0.2594
(TESTING) task: 0, epoch: 2/30, loss: 2.2838, acc: 0.2576
(TESTING) task: 0, epoch: 2/30, loss: 2.2835, acc: 0.2619
(TESTING) task: 0, epoch: 2/30, loss: 2.2832, acc: 0.2645
(TESTING) task: 0, epoch: 2/30, loss: 2.2830, acc: 0.2642
(TESTING) task: 0, epoch: 2/30, loss: 2.2825, acc: 0.2667
(TESTING) task: 0, epoch: 2/30, loss: 2.2827, acc: 0.2649
(TESTING) task: 0, epoch: 2/30, loss: 2.2826, acc: 0.2660
(TESTING) task: 0, epoch: 2/30, loss: 2.2827, acc: 0.2656
(TESTING) task: 0, epoch: 2/30, loss: 2.2826, acc: 0.2666
(TESTING) task: 0, epoch: 2/30, loss: 2.2828, acc: 0.2650
(TESTING) task: 0, epoch: 2/30, loss: 2.2824, acc: 0.2672
(TESTING) task: 0, epoch: 2/30, loss: 2.2825, acc: 0.2668
(TESTING) task: 0, epoch: 2/30, loss: 2.2821, acc: 0.2736
(TESTING) task: 0, epoch: 2/30, loss: 2.2823, acc: 0.2720
(TESTING) task: 0, epoch: 2/30, loss: 2.2823, acc: 0.2705
(TESTING) task: 0, epoch: 2/30, loss: 2.2825, acc: 0.2667
(TESTING) task: 0, epoch: 2/30, loss: 2.2826, acc: 0.2654
(TESTING) task: 0, epoch: 2/30, loss: 2.2825, acc: 0.2672
(TESTING) task: 0, epoch: 2/30, loss: 2.2824, acc: 0.2680
(TESTING) task: 0, epoch: 2/30, loss: 2.2824, acc: 0.2667
(TESTING) task: 0, epoch: 2/30, loss: 2.2822, acc: 0.2664
(TESTING) task: 0, epoch: 2/30, loss: 2.2820, acc: 0.2671
(TESTING) task: 0, epoch: 2/30, loss: 2.2823, acc: 0.2649
(TRAINING) task: 0, epoch: 3/30, loss: 2.2837, acc: 0.2617
(TRAINING) task: 0, epoch: 3/30, loss: 2.2818, acc: 0.2656
(TRAINING) task: 0, epoch: 3/30, loss: 2.2823, acc: 0.2643
(TRAINING) task: 0, epoch: 3/30, loss: 2.2813, acc: 0.2812
(TRAINING) task: 0, epoch: 3/30, loss: 2.2813, acc: 0.2789
(TRAINING) task: 0, epoch: 3/30, loss: 2.2811, acc: 0.2773
(TRAINING) task: 0, epoch: 3/30, loss: 2.2814, acc: 0.2706
(TRAINING) task: 0, epoch: 3/30, loss: 2.2813, acc: 0.2729
(TRAINING) task: 0, epoch: 3/30, loss: 2.2808, acc: 0.2747
(TRAINING) task: 0, epoch: 3/30, loss: 2.2806, acc: 0.2789
(TRAINING) task: 0, epoch: 3/30, loss: 2.2802, acc: 0.2798
(TRAINING) task: 0, epoch: 3/30, loss: 2.2798, acc: 0.2796
(TRAINING) task: 0, epoch: 3/30, loss: 2.2796, acc: 0.2806
(TRAINING) task: 0, epoch: 3/30, loss: 2.2792, acc: 0.2843
(TRAINING) task: 0, epoch: 3/30, loss: 2.2791, acc: 0.2833
(TRAINING) task: 0, epoch: 3/30, loss: 2.2786, acc: 0.2893
(TRAINING) task: 0, epoch: 3/30, loss: 2.2783, acc: 0.2911
(TRAINING) task: 0, epoch: 3/30, loss: 2.2780, acc: 0.2919
(TRAINING) task: 0, epoch: 3/30, loss: 2.2777, acc: 0.2926
(TRAINING) task: 0, epoch: 3/30, loss: 2.2775, acc: 0.2937
(TESTING) task: 0, epoch: 3/30, loss: 2.2358, acc: 0.5000
(TESTING) task: 0, epoch: 3/30, loss: 2.2564, acc: 0.3438
(TESTING) task: 0, epoch: 3/30, loss: 2.2625, acc: 0.3542
(TESTING) task: 0, epoch: 3/30, loss: 2.2661, acc: 0.3281
(TESTING) task: 0, epoch: 3/30, loss: 2.2653, acc: 0.3625
(TESTING) task: 0, epoch: 3/30, loss: 2.2631, acc: 0.3958
(TESTING) task: 0, epoch: 3/30, loss: 2.2657, acc: 0.3661
(TESTING) task: 0, epoch: 3/30, loss: 2.2664, acc: 0.3438
(TESTING) task: 0, epoch: 3/30, loss: 2.2660, acc: 0.3681
(TESTING) task: 0, epoch: 3/30, loss: 2.2670, acc: 0.3563
(TESTING) task: 0, epoch: 3/30, loss: 2.2664, acc: 0.3693
(TESTING) task: 0, epoch: 3/30, loss: 2.2666, acc: 0.3698
(TESTING) task: 0, epoch: 3/30, loss: 2.2690, acc: 0.3510
(TESTING) task: 0, epoch: 3/30, loss: 2.2692, acc: 0.3482
(TESTING) task: 0, epoch: 3/30, loss: 2.2703, acc: 0.3375
(TESTING) task: 0, epoch: 3/30, loss: 2.2706, acc: 0.3359
(TESTING) task: 0, epoch: 3/30, loss: 2.2711, acc: 0.3272
(TESTING) task: 0, epoch: 3/30, loss: 2.2714, acc: 0.3264
(TESTING) task: 0, epoch: 3/30, loss: 2.2723, acc: 0.3191
(TESTING) task: 0, epoch: 3/30, loss: 2.2717, acc: 0.3250
(TESTING) task: 0, epoch: 3/30, loss: 2.2719, acc: 0.3274
(TESTING) task: 0, epoch: 3/30, loss: 2.2715, acc: 0.3324
(TESTING) task: 0, epoch: 3/30, loss: 2.2709, acc: 0.3315
(TESTING) task: 0, epoch: 3/30, loss: 2.2712, acc: 0.3281
(TESTING) task: 0, epoch: 3/30, loss: 2.2705, acc: 0.3350
(TESTING) task: 0, epoch: 3/30, loss: 2.2705, acc: 0.3341
(TESTING) task: 0, epoch: 3/30, loss: 2.2705, acc: 0.3356
(TESTING) task: 0, epoch: 3/30, loss: 2.2704, acc: 0.3371
(TESTING) task: 0, epoch: 3/30, loss: 2.2704, acc: 0.3405
(TESTING) task: 0, epoch: 3/30, loss: 2.2701, acc: 0.3417
(TESTING) task: 0, epoch: 3/30, loss: 2.2707, acc: 0.3327
(TESTING) task: 0, epoch: 3/30, loss: 2.2711, acc: 0.3262
(TESTING) task: 0, epoch: 3/30, loss: 2.2711, acc: 0.3295
(TESTING) task: 0, epoch: 3/30, loss: 2.2711, acc: 0.3327
(TESTING) task: 0, epoch: 3/30, loss: 2.2706, acc: 0.3357
(TESTING) task: 0, epoch: 3/30, loss: 2.2709, acc: 0.3333
(TESTING) task: 0, epoch: 3/30, loss: 2.2711, acc: 0.3328
(TESTING) task: 0, epoch: 3/30, loss: 2.2713, acc: 0.3339
(TESTING) task: 0, epoch: 3/30, loss: 2.2709, acc: 0.3365
(TESTING) task: 0, epoch: 3/30, loss: 2.2709, acc: 0.3359
(TESTING) task: 0, epoch: 3/30, loss: 2.2708, acc: 0.3369
(TESTING) task: 0, epoch: 3/30, loss: 2.2712, acc: 0.3363
(TESTING) task: 0, epoch: 3/30, loss: 2.2709, acc: 0.3372
(TESTING) task: 0, epoch: 3/30, loss: 2.2711, acc: 0.3324
(TESTING) task: 0, epoch: 3/30, loss: 2.2715, acc: 0.3264
(TESTING) task: 0, epoch: 3/30, loss: 2.2718, acc: 0.3247
(TESTING) task: 0, epoch: 3/30, loss: 2.2716, acc: 0.3271
(TESTING) task: 0, epoch: 3/30, loss: 2.2713, acc: 0.3294
(TESTING) task: 0, epoch: 3/30, loss: 2.2712, acc: 0.3291
(TESTING) task: 0, epoch: 3/30, loss: 2.2712, acc: 0.3300
(TESTING) task: 0, epoch: 3/30, loss: 2.2713, acc: 0.3297
(TESTING) task: 0, epoch: 3/30, loss: 2.2713, acc: 0.3317
(TESTING) task: 0, epoch: 3/30, loss: 2.2713, acc: 0.3314
(TESTING) task: 0, epoch: 3/30, loss: 2.2712, acc: 0.3322
(TESTING) task: 0, epoch: 3/30, loss: 2.2714, acc: 0.3318
(TESTING) task: 0, epoch: 3/30, loss: 2.2712, acc: 0.3337
(TESTING) task: 0, epoch: 3/30, loss: 2.2710, acc: 0.3355
(TESTING) task: 0, epoch: 3/30, loss: 2.2711, acc: 0.3330
(TESTING) task: 0, epoch: 3/30, loss: 2.2710, acc: 0.3347
(TESTING) task: 0, epoch: 3/30, loss: 2.2712, acc: 0.3323
(TESTING) task: 0, epoch: 3/30, loss: 2.2711, acc: 0.3320
(TESTING) task: 0, epoch: 3/30, loss: 2.2708, acc: 0.3347
(TESTING) task: 0, epoch: 3/30, loss: 2.2706, acc: 0.3353
(TRAINING) task: 0, epoch: 4/30, loss: 2.2726, acc: 0.3047
(TRAINING) task: 0, epoch: 4/30, loss: 2.2716, acc: 0.3164
(TRAINING) task: 0, epoch: 4/30, loss: 2.2703, acc: 0.3398
(TRAINING) task: 0, epoch: 4/30, loss: 2.2703, acc: 0.3428
(TRAINING) task: 0, epoch: 4/30, loss: 2.2691, acc: 0.3461
(TRAINING) task: 0, epoch: 4/30, loss: 2.2687, acc: 0.3490
(TRAINING) task: 0, epoch: 4/30, loss: 2.2690, acc: 0.3443
(TRAINING) task: 0, epoch: 4/30, loss: 2.2687, acc: 0.3472
(TRAINING) task: 0, epoch: 4/30, loss: 2.2689, acc: 0.3446
(TRAINING) task: 0, epoch: 4/30, loss: 2.2687, acc: 0.3496
(TRAINING) task: 0, epoch: 4/30, loss: 2.2685, acc: 0.3516
(TRAINING) task: 0, epoch: 4/30, loss: 2.2684, acc: 0.3522
(TRAINING) task: 0, epoch: 4/30, loss: 2.2681, acc: 0.3519
(TRAINING) task: 0, epoch: 4/30, loss: 2.2674, acc: 0.3563
(TRAINING) task: 0, epoch: 4/30, loss: 2.2669, acc: 0.3599
(TRAINING) task: 0, epoch: 4/30, loss: 2.2662, acc: 0.3635
(TRAINING) task: 0, epoch: 4/30, loss: 2.2658, acc: 0.3642
(TRAINING) task: 0, epoch: 4/30, loss: 2.2655, acc: 0.3668
(TRAINING) task: 0, epoch: 4/30, loss: 2.2649, acc: 0.3686
(TRAINING) task: 0, epoch: 4/30, loss: 2.2646, acc: 0.3712
(TESTING) task: 0, epoch: 4/30, loss: 2.2489, acc: 0.1875
(TESTING) task: 0, epoch: 4/30, loss: 2.2479, acc: 0.4062
(TESTING) task: 0, epoch: 4/30, loss: 2.2521, acc: 0.3958
(TESTING) task: 0, epoch: 4/30, loss: 2.2500, acc: 0.4062
(TESTING) task: 0, epoch: 4/30, loss: 2.2564, acc: 0.3750
(TESTING) task: 0, epoch: 4/30, loss: 2.2554, acc: 0.3750
(TESTING) task: 0, epoch: 4/30, loss: 2.2545, acc: 0.3839
(TESTING) task: 0, epoch: 4/30, loss: 2.2544, acc: 0.3906
(TESTING) task: 0, epoch: 4/30, loss: 2.2542, acc: 0.3958
(TESTING) task: 0, epoch: 4/30, loss: 2.2542, acc: 0.3937
(TESTING) task: 0, epoch: 4/30, loss: 2.2537, acc: 0.3977
(TESTING) task: 0, epoch: 4/30, loss: 2.2550, acc: 0.3906
(TESTING) task: 0, epoch: 4/30, loss: 2.2551, acc: 0.3942
(TESTING) task: 0, epoch: 4/30, loss: 2.2557, acc: 0.3929
(TESTING) task: 0, epoch: 4/30, loss: 2.2567, acc: 0.3833
(TESTING) task: 0, epoch: 4/30, loss: 2.2578, acc: 0.3750
(TESTING) task: 0, epoch: 4/30, loss: 2.2569, acc: 0.3897
(TESTING) task: 0, epoch: 4/30, loss: 2.2563, acc: 0.3958
(TESTING) task: 0, epoch: 4/30, loss: 2.2555, acc: 0.4013
(TESTING) task: 0, epoch: 4/30, loss: 2.2563, acc: 0.4000
(TESTING) task: 0, epoch: 4/30, loss: 2.2553, acc: 0.4107
(TESTING) task: 0, epoch: 4/30, loss: 2.2551, acc: 0.4176
(TESTING) task: 0, epoch: 4/30, loss: 2.2548, acc: 0.4158
(TESTING) task: 0, epoch: 4/30, loss: 2.2551, acc: 0.4115
(TESTING) task: 0, epoch: 4/30, loss: 2.2554, acc: 0.4075
(TESTING) task: 0, epoch: 4/30, loss: 2.2548, acc: 0.4135
(TESTING) task: 0, epoch: 4/30, loss: 2.2547, acc: 0.4167
(TESTING) task: 0, epoch: 4/30, loss: 2.2547, acc: 0.4174
(TESTING) task: 0, epoch: 4/30, loss: 2.2552, acc: 0.4116
(TESTING) task: 0, epoch: 4/30, loss: 2.2553, acc: 0.4083
(TESTING) task: 0, epoch: 4/30, loss: 2.2546, acc: 0.4113
(TESTING) task: 0, epoch: 4/30, loss: 2.2548, acc: 0.4141
(TESTING) task: 0, epoch: 4/30, loss: 2.2552, acc: 0.4110
(TESTING) task: 0, epoch: 4/30, loss: 2.2548, acc: 0.4154
(TESTING) task: 0, epoch: 4/30, loss: 2.2552, acc: 0.4107
(TESTING) task: 0, epoch: 4/30, loss: 2.2558, acc: 0.4062
(TESTING) task: 0, epoch: 4/30, loss: 2.2565, acc: 0.4003
(TESTING) task: 0, epoch: 4/30, loss: 2.2569, acc: 0.3980
(TESTING) task: 0, epoch: 4/30, loss: 2.2565, acc: 0.4038
(TESTING) task: 0, epoch: 4/30, loss: 2.2568, acc: 0.4031
(TESTING) task: 0, epoch: 4/30, loss: 2.2571, acc: 0.3994
(TESTING) task: 0, epoch: 4/30, loss: 2.2569, acc: 0.4003
(TESTING) task: 0, epoch: 4/30, loss: 2.2570, acc: 0.4041
(TESTING) task: 0, epoch: 4/30, loss: 2.2574, acc: 0.4006
(TESTING) task: 0, epoch: 4/30, loss: 2.2575, acc: 0.4014
(TESTING) task: 0, epoch: 4/30, loss: 2.2572, acc: 0.4008
(TESTING) task: 0, epoch: 4/30, loss: 2.2571, acc: 0.4016
(TESTING) task: 0, epoch: 4/30, loss: 2.2574, acc: 0.3997
(TESTING) task: 0, epoch: 4/30, loss: 2.2581, acc: 0.3941
(TESTING) task: 0, epoch: 4/30, loss: 2.2580, acc: 0.3925
(TESTING) task: 0, epoch: 4/30, loss: 2.2578, acc: 0.3946
(TESTING) task: 0, epoch: 4/30, loss: 2.2580, acc: 0.3918
(TESTING) task: 0, epoch: 4/30, loss: 2.2577, acc: 0.3927
(TESTING) task: 0, epoch: 4/30, loss: 2.2574, acc: 0.3947
(TESTING) task: 0, epoch: 4/30, loss: 2.2573, acc: 0.3955
(TESTING) task: 0, epoch: 4/30, loss: 2.2570, acc: 0.3973
(TESTING) task: 0, epoch: 4/30, loss: 2.2570, acc: 0.3969
(TESTING) task: 0, epoch: 4/30, loss: 2.2570, acc: 0.3966
(TESTING) task: 0, epoch: 4/30, loss: 2.2572, acc: 0.3962
(TESTING) task: 0, epoch: 4/30, loss: 2.2567, acc: 0.4010
(TESTING) task: 0, epoch: 4/30, loss: 2.2567, acc: 0.4016
(TESTING) task: 0, epoch: 4/30, loss: 2.2571, acc: 0.3992
(TESTING) task: 0, epoch: 4/30, loss: 2.2566, acc: 0.4008
(TRAINING) task: 0, epoch: 5/30, loss: 2.2621, acc: 0.3789
(TRAINING) task: 0, epoch: 5/30, loss: 2.2610, acc: 0.3789
(TRAINING) task: 0, epoch: 5/30, loss: 2.2589, acc: 0.3841
(TRAINING) task: 0, epoch: 5/30, loss: 2.2580, acc: 0.3857
(TRAINING) task: 0, epoch: 5/30, loss: 2.2580, acc: 0.3906
(TRAINING) task: 0, epoch: 5/30, loss: 2.2572, acc: 0.3971
(TRAINING) task: 0, epoch: 5/30, loss: 2.2561, acc: 0.4035
(TRAINING) task: 0, epoch: 5/30, loss: 2.2560, acc: 0.4102
(TRAINING) task: 0, epoch: 5/30, loss: 2.2555, acc: 0.4154
(TRAINING) task: 0, epoch: 5/30, loss: 2.2550, acc: 0.4188
(TRAINING) task: 0, epoch: 5/30, loss: 2.2545, acc: 0.4226
(TRAINING) task: 0, epoch: 5/30, loss: 2.2546, acc: 0.4186
(TRAINING) task: 0, epoch: 5/30, loss: 2.2540, acc: 0.4198
(TRAINING) task: 0, epoch: 5/30, loss: 2.2532, acc: 0.4258
(TRAINING) task: 0, epoch: 5/30, loss: 2.2527, acc: 0.4299
(TRAINING) task: 0, epoch: 5/30, loss: 2.2518, acc: 0.4360
(TRAINING) task: 0, epoch: 5/30, loss: 2.2513, acc: 0.4380
(TRAINING) task: 0, epoch: 5/30, loss: 2.2504, acc: 0.4414
(TRAINING) task: 0, epoch: 5/30, loss: 2.2500, acc: 0.4453
(TRAINING) task: 0, epoch: 5/30, loss: 2.2492, acc: 0.4473
(TESTING) task: 0, epoch: 5/30, loss: 2.2740, acc: 0.3125
(TESTING) task: 0, epoch: 5/30, loss: 2.2737, acc: 0.2812
(TESTING) task: 0, epoch: 5/30, loss: 2.2694, acc: 0.3333
(TESTING) task: 0, epoch: 5/30, loss: 2.2575, acc: 0.4062
(TESTING) task: 0, epoch: 5/30, loss: 2.2527, acc: 0.4250
(TESTING) task: 0, epoch: 5/30, loss: 2.2514, acc: 0.4479
(TESTING) task: 0, epoch: 5/30, loss: 2.2471, acc: 0.4732
(TESTING) task: 0, epoch: 5/30, loss: 2.2457, acc: 0.4766
(TESTING) task: 0, epoch: 5/30, loss: 2.2447, acc: 0.5000
(TESTING) task: 0, epoch: 5/30, loss: 2.2425, acc: 0.5062
(TESTING) task: 0, epoch: 5/30, loss: 2.2424, acc: 0.5057
(TESTING) task: 0, epoch: 5/30, loss: 2.2413, acc: 0.5052
(TESTING) task: 0, epoch: 5/30, loss: 2.2408, acc: 0.5048
(TESTING) task: 0, epoch: 5/30, loss: 2.2391, acc: 0.5179
(TESTING) task: 0, epoch: 5/30, loss: 2.2389, acc: 0.5083
(TESTING) task: 0, epoch: 5/30, loss: 2.2382, acc: 0.5078
(TESTING) task: 0, epoch: 5/30, loss: 2.2381, acc: 0.5037
(TESTING) task: 0, epoch: 5/30, loss: 2.2385, acc: 0.4931
(TESTING) task: 0, epoch: 5/30, loss: 2.2376, acc: 0.4934
(TESTING) task: 0, epoch: 5/30, loss: 2.2382, acc: 0.4938
(TESTING) task: 0, epoch: 5/30, loss: 2.2378, acc: 0.4940
(TESTING) task: 0, epoch: 5/30, loss: 2.2389, acc: 0.4858
(TESTING) task: 0, epoch: 5/30, loss: 2.2385, acc: 0.4864
(TESTING) task: 0, epoch: 5/30, loss: 2.2379, acc: 0.4896
(TESTING) task: 0, epoch: 5/30, loss: 2.2382, acc: 0.4925
(TESTING) task: 0, epoch: 5/30, loss: 2.2387, acc: 0.4904
(TESTING) task: 0, epoch: 5/30, loss: 2.2380, acc: 0.4884
(TESTING) task: 0, epoch: 5/30, loss: 2.2389, acc: 0.4844
(TESTING) task: 0, epoch: 5/30, loss: 2.2385, acc: 0.4849
(TESTING) task: 0, epoch: 5/30, loss: 2.2395, acc: 0.4792
(TESTING) task: 0, epoch: 5/30, loss: 2.2391, acc: 0.4819
(TESTING) task: 0, epoch: 5/30, loss: 2.2384, acc: 0.4883
(TESTING) task: 0, epoch: 5/30, loss: 2.2383, acc: 0.4867
(TESTING) task: 0, epoch: 5/30, loss: 2.2386, acc: 0.4816
(TESTING) task: 0, epoch: 5/30, loss: 2.2369, acc: 0.4857
(TESTING) task: 0, epoch: 5/30, loss: 2.2367, acc: 0.4931
(TESTING) task: 0, epoch: 5/30, loss: 2.2371, acc: 0.4916
(TESTING) task: 0, epoch: 5/30, loss: 2.2382, acc: 0.4868
(TESTING) task: 0, epoch: 5/30, loss: 2.2383, acc: 0.4888
(TESTING) task: 0, epoch: 5/30, loss: 2.2381, acc: 0.4875
(TESTING) task: 0, epoch: 5/30, loss: 2.2379, acc: 0.4878
(TESTING) task: 0, epoch: 5/30, loss: 2.2378, acc: 0.4866
(TESTING) task: 0, epoch: 5/30, loss: 2.2388, acc: 0.4797
(TESTING) task: 0, epoch: 5/30, loss: 2.2380, acc: 0.4858
(TESTING) task: 0, epoch: 5/30, loss: 2.2382, acc: 0.4833
(TESTING) task: 0, epoch: 5/30, loss: 2.2390, acc: 0.4796
(TESTING) task: 0, epoch: 5/30, loss: 2.2392, acc: 0.4801
(TESTING) task: 0, epoch: 5/30, loss: 2.2393, acc: 0.4792
(TESTING) task: 0, epoch: 5/30, loss: 2.2392, acc: 0.4783
(TESTING) task: 0, epoch: 5/30, loss: 2.2389, acc: 0.4813
(TESTING) task: 0, epoch: 5/30, loss: 2.2382, acc: 0.4841
(TESTING) task: 0, epoch: 5/30, loss: 2.2386, acc: 0.4832
(TESTING) task: 0, epoch: 5/30, loss: 2.2387, acc: 0.4823
(TESTING) task: 0, epoch: 5/30, loss: 2.2392, acc: 0.4780
(TESTING) task: 0, epoch: 5/30, loss: 2.2396, acc: 0.4784
(TESTING) task: 0, epoch: 5/30, loss: 2.2398, acc: 0.4766
(TESTING) task: 0, epoch: 5/30, loss: 2.2404, acc: 0.4726
(TESTING) task: 0, epoch: 5/30, loss: 2.2407, acc: 0.4688
(TESTING) task: 0, epoch: 5/30, loss: 2.2404, acc: 0.4693
(TESTING) task: 0, epoch: 5/30, loss: 2.2405, acc: 0.4719
(TESTING) task: 0, epoch: 5/30, loss: 2.2405, acc: 0.4713
(TESTING) task: 0, epoch: 5/30, loss: 2.2404, acc: 0.4728
(TESTING) task: 0, epoch: 5/30, loss: 2.2408, acc: 0.4712
(TRAINING) task: 0, epoch: 6/30, loss: 2.2402, acc: 0.4883
(TRAINING) task: 0, epoch: 6/30, loss: 2.2389, acc: 0.5020
(TRAINING) task: 0, epoch: 6/30, loss: 2.2398, acc: 0.4961
(TRAINING) task: 0, epoch: 6/30, loss: 2.2399, acc: 0.4980
(TRAINING) task: 0, epoch: 6/30, loss: 2.2398, acc: 0.5047
(TRAINING) task: 0, epoch: 6/30, loss: 2.2390, acc: 0.5098
(TRAINING) task: 0, epoch: 6/30, loss: 2.2381, acc: 0.5050
(TRAINING) task: 0, epoch: 6/30, loss: 2.2366, acc: 0.5083
(TRAINING) task: 0, epoch: 6/30, loss: 2.2364, acc: 0.5109
(TRAINING) task: 0, epoch: 6/30, loss: 2.2364, acc: 0.5094
(TRAINING) task: 0, epoch: 6/30, loss: 2.2359, acc: 0.5117
(TRAINING) task: 0, epoch: 6/30, loss: 2.2362, acc: 0.5081
(TRAINING) task: 0, epoch: 6/30, loss: 2.2355, acc: 0.5111
(TRAINING) task: 0, epoch: 6/30, loss: 2.2350, acc: 0.5128
(TRAINING) task: 0, epoch: 6/30, loss: 2.2346, acc: 0.5138
(TRAINING) task: 0, epoch: 6/30, loss: 2.2341, acc: 0.5166
(TRAINING) task: 0, epoch: 6/30, loss: 2.2327, acc: 0.5241
(TRAINING) task: 0, epoch: 6/30, loss: 2.2325, acc: 0.5245
(TRAINING) task: 0, epoch: 6/30, loss: 2.2321, acc: 0.5247
(TRAINING) task: 0, epoch: 6/30, loss: 2.2313, acc: 0.5275
(TESTING) task: 0, epoch: 6/30, loss: 2.1696, acc: 0.7500
(TESTING) task: 0, epoch: 6/30, loss: 2.2052, acc: 0.5938
(TESTING) task: 0, epoch: 6/30, loss: 2.2027, acc: 0.6250
(TESTING) task: 0, epoch: 6/30, loss: 2.2100, acc: 0.5625
(TESTING) task: 0, epoch: 6/30, loss: 2.2145, acc: 0.5750
(TESTING) task: 0, epoch: 6/30, loss: 2.2195, acc: 0.5521
(TESTING) task: 0, epoch: 6/30, loss: 2.2254, acc: 0.5357
(TESTING) task: 0, epoch: 6/30, loss: 2.2235, acc: 0.5391
(TESTING) task: 0, epoch: 6/30, loss: 2.2261, acc: 0.5278
(TESTING) task: 0, epoch: 6/30, loss: 2.2240, acc: 0.5437
(TESTING) task: 0, epoch: 6/30, loss: 2.2240, acc: 0.5341
(TESTING) task: 0, epoch: 6/30, loss: 2.2229, acc: 0.5417
(TESTING) task: 0, epoch: 6/30, loss: 2.2252, acc: 0.5385
(TESTING) task: 0, epoch: 6/30, loss: 2.2248, acc: 0.5446
(TESTING) task: 0, epoch: 6/30, loss: 2.2221, acc: 0.5500
(TESTING) task: 0, epoch: 6/30, loss: 2.2224, acc: 0.5586
(TESTING) task: 0, epoch: 6/30, loss: 2.2225, acc: 0.5515
(TESTING) task: 0, epoch: 6/30, loss: 2.2231, acc: 0.5451
(TESTING) task: 0, epoch: 6/30, loss: 2.2214, acc: 0.5526
(TESTING) task: 0, epoch: 6/30, loss: 2.2221, acc: 0.5594
(TESTING) task: 0, epoch: 6/30, loss: 2.2188, acc: 0.5655
(TESTING) task: 0, epoch: 6/30, loss: 2.2175, acc: 0.5653
(TESTING) task: 0, epoch: 6/30, loss: 2.2178, acc: 0.5598
(TESTING) task: 0, epoch: 6/30, loss: 2.2167, acc: 0.5599
(TESTING) task: 0, epoch: 6/30, loss: 2.2173, acc: 0.5650
(TESTING) task: 0, epoch: 6/30, loss: 2.2175, acc: 0.5649
(TESTING) task: 0, epoch: 6/30, loss: 2.2181, acc: 0.5625
(TESTING) task: 0, epoch: 6/30, loss: 2.2183, acc: 0.5603
(TESTING) task: 0, epoch: 6/30, loss: 2.2179, acc: 0.5603
(TESTING) task: 0, epoch: 6/30, loss: 2.2182, acc: 0.5604
(TESTING) task: 0, epoch: 6/30, loss: 2.2189, acc: 0.5565
(TESTING) task: 0, epoch: 6/30, loss: 2.2201, acc: 0.5547
(TESTING) task: 0, epoch: 6/30, loss: 2.2210, acc: 0.5530
(TESTING) task: 0, epoch: 6/30, loss: 2.2207, acc: 0.5551
(TESTING) task: 0, epoch: 6/30, loss: 2.2206, acc: 0.5554
(TESTING) task: 0, epoch: 6/30, loss: 2.2205, acc: 0.5625
(TESTING) task: 0, epoch: 6/30, loss: 2.2209, acc: 0.5625
(TESTING) task: 0, epoch: 6/30, loss: 2.2205, acc: 0.5691
(TESTING) task: 0, epoch: 6/30, loss: 2.2207, acc: 0.5705
(TESTING) task: 0, epoch: 6/30, loss: 2.2211, acc: 0.5687
(TESTING) task: 0, epoch: 6/30, loss: 2.2212, acc: 0.5655
(TESTING) task: 0, epoch: 6/30, loss: 2.2213, acc: 0.5670
(TESTING) task: 0, epoch: 6/30, loss: 2.2213, acc: 0.5654
(TESTING) task: 0, epoch: 6/30, loss: 2.2215, acc: 0.5611
(TESTING) task: 0, epoch: 6/30, loss: 2.2226, acc: 0.5597
(TESTING) task: 0, epoch: 6/30, loss: 2.2229, acc: 0.5584
(TESTING) task: 0, epoch: 6/30, loss: 2.2231, acc: 0.5559
(TESTING) task: 0, epoch: 6/30, loss: 2.2233, acc: 0.5547
(TESTING) task: 0, epoch: 6/30, loss: 2.2233, acc: 0.5497
(TESTING) task: 0, epoch: 6/30, loss: 2.2232, acc: 0.5525
(TESTING) task: 0, epoch: 6/30, loss: 2.2231, acc: 0.5539
(TESTING) task: 0, epoch: 6/30, loss: 2.2233, acc: 0.5505
(TESTING) task: 0, epoch: 6/30, loss: 2.2234, acc: 0.5483
(TESTING) task: 0, epoch: 6/30, loss: 2.2232, acc: 0.5498
(TESTING) task: 0, epoch: 6/30, loss: 2.2232, acc: 0.5534
(TESTING) task: 0, epoch: 6/30, loss: 2.2232, acc: 0.5558
(TESTING) task: 0, epoch: 6/30, loss: 2.2224, acc: 0.5581
(TESTING) task: 0, epoch: 6/30, loss: 2.2224, acc: 0.5571
(TESTING) task: 0, epoch: 6/30, loss: 2.2222, acc: 0.5561
(TESTING) task: 0, epoch: 6/30, loss: 2.2214, acc: 0.5594
(TESTING) task: 0, epoch: 6/30, loss: 2.2217, acc: 0.5574
(TESTING) task: 0, epoch: 6/30, loss: 2.2215, acc: 0.5575
(TESTING) task: 0, epoch: 6/30, loss: 2.2217, acc: 0.5565
(TRAINING) task: 0, epoch: 7/30, loss: 2.2219, acc: 0.5469
(TRAINING) task: 0, epoch: 7/30, loss: 2.2206, acc: 0.5352
(TRAINING) task: 0, epoch: 7/30, loss: 2.2206, acc: 0.5339
(TRAINING) task: 0, epoch: 7/30, loss: 2.2206, acc: 0.5371
(TRAINING) task: 0, epoch: 7/30, loss: 2.2184, acc: 0.5484
(TRAINING) task: 0, epoch: 7/30, loss: 2.2168, acc: 0.5540
(TRAINING) task: 0, epoch: 7/30, loss: 2.2158, acc: 0.5614
(TRAINING) task: 0, epoch: 7/30, loss: 2.2152, acc: 0.5659
(TRAINING) task: 0, epoch: 7/30, loss: 2.2156, acc: 0.5651
(TRAINING) task: 0, epoch: 7/30, loss: 2.2144, acc: 0.5785
(TRAINING) task: 0, epoch: 7/30, loss: 2.2144, acc: 0.5803
(TRAINING) task: 0, epoch: 7/30, loss: 2.2138, acc: 0.5811
(TRAINING) task: 0, epoch: 7/30, loss: 2.2135, acc: 0.5856
(TRAINING) task: 0, epoch: 7/30, loss: 2.2127, acc: 0.5915
(TRAINING) task: 0, epoch: 7/30, loss: 2.2118, acc: 0.5938
(TRAINING) task: 0, epoch: 7/30, loss: 2.2116, acc: 0.5947
(TRAINING) task: 0, epoch: 7/30, loss: 2.2117, acc: 0.5940
(TRAINING) task: 0, epoch: 7/30, loss: 2.2118, acc: 0.5942
(TRAINING) task: 0, epoch: 7/30, loss: 2.2114, acc: 0.5940
(TRAINING) task: 0, epoch: 7/30, loss: 2.2109, acc: 0.5966
(TESTING) task: 0, epoch: 7/30, loss: 2.1916, acc: 0.5625
(TESTING) task: 0, epoch: 7/30, loss: 2.1890, acc: 0.6562
(TESTING) task: 0, epoch: 7/30, loss: 2.1929, acc: 0.6458
(TESTING) task: 0, epoch: 7/30, loss: 2.1835, acc: 0.6562
(TESTING) task: 0, epoch: 7/30, loss: 2.1933, acc: 0.6375
(TESTING) task: 0, epoch: 7/30, loss: 2.1951, acc: 0.6771
(TESTING) task: 0, epoch: 7/30, loss: 2.1978, acc: 0.6786
(TESTING) task: 0, epoch: 7/30, loss: 2.1956, acc: 0.6719
(TESTING) task: 0, epoch: 7/30, loss: 2.1960, acc: 0.6667
(TESTING) task: 0, epoch: 7/30, loss: 2.1978, acc: 0.6500
(TESTING) task: 0, epoch: 7/30, loss: 2.1993, acc: 0.6420
(TESTING) task: 0, epoch: 7/30, loss: 2.1973, acc: 0.6510
(TESTING) task: 0, epoch: 7/30, loss: 2.1974, acc: 0.6394
(TESTING) task: 0, epoch: 7/30, loss: 2.1980, acc: 0.6473
(TESTING) task: 0, epoch: 7/30, loss: 2.1943, acc: 0.6542
(TESTING) task: 0, epoch: 7/30, loss: 2.1947, acc: 0.6484
(TESTING) task: 0, epoch: 7/30, loss: 2.1939, acc: 0.6581
(TESTING) task: 0, epoch: 7/30, loss: 2.1962, acc: 0.6493
(TESTING) task: 0, epoch: 7/30, loss: 2.1954, acc: 0.6513
(TESTING) task: 0, epoch: 7/30, loss: 2.1943, acc: 0.6562
(TESTING) task: 0, epoch: 7/30, loss: 2.1912, acc: 0.6637
(TESTING) task: 0, epoch: 7/30, loss: 2.1913, acc: 0.6619
(TESTING) task: 0, epoch: 7/30, loss: 2.1915, acc: 0.6685
(TESTING) task: 0, epoch: 7/30, loss: 2.1914, acc: 0.6641
(TESTING) task: 0, epoch: 7/30, loss: 2.1938, acc: 0.6600
(TESTING) task: 0, epoch: 7/30, loss: 2.1940, acc: 0.6587
(TESTING) task: 0, epoch: 7/30, loss: 2.1938, acc: 0.6574
(TESTING) task: 0, epoch: 7/30, loss: 2.1951, acc: 0.6518
(TESTING) task: 0, epoch: 7/30, loss: 2.1954, acc: 0.6487
(TESTING) task: 0, epoch: 7/30, loss: 2.1954, acc: 0.6438
(TESTING) task: 0, epoch: 7/30, loss: 2.1941, acc: 0.6532
(TESTING) task: 0, epoch: 7/30, loss: 2.1950, acc: 0.6465
(TESTING) task: 0, epoch: 7/30, loss: 2.1962, acc: 0.6439
(TESTING) task: 0, epoch: 7/30, loss: 2.1974, acc: 0.6434
(TESTING) task: 0, epoch: 7/30, loss: 2.1988, acc: 0.6339
(TESTING) task: 0, epoch: 7/30, loss: 2.1987, acc: 0.6319
(TESTING) task: 0, epoch: 7/30, loss: 2.1982, acc: 0.6334
(TESTING) task: 0, epoch: 7/30, loss: 2.1995, acc: 0.6266
(TESTING) task: 0, epoch: 7/30, loss: 2.1997, acc: 0.6282
(TESTING) task: 0, epoch: 7/30, loss: 2.1993, acc: 0.6312
(TESTING) task: 0, epoch: 7/30, loss: 2.1983, acc: 0.6326
(TESTING) task: 0, epoch: 7/30, loss: 2.1979, acc: 0.6339
(TESTING) task: 0, epoch: 7/30, loss: 2.1983, acc: 0.6337
(TESTING) task: 0, epoch: 7/30, loss: 2.1991, acc: 0.6349
(TESTING) task: 0, epoch: 7/30, loss: 2.1992, acc: 0.6319
(TESTING) task: 0, epoch: 7/30, loss: 2.1995, acc: 0.6332
(TESTING) task: 0, epoch: 7/30, loss: 2.1997, acc: 0.6330
(TESTING) task: 0, epoch: 7/30, loss: 2.2006, acc: 0.6289
(TESTING) task: 0, epoch: 7/30, loss: 2.2002, acc: 0.6314
(TESTING) task: 0, epoch: 7/30, loss: 2.1986, acc: 0.6338
(TESTING) task: 0, epoch: 7/30, loss: 2.1988, acc: 0.6336
(TESTING) task: 0, epoch: 7/30, loss: 2.1994, acc: 0.6322
(TESTING) task: 0, epoch: 7/30, loss: 2.1990, acc: 0.6321
(TESTING) task: 0, epoch: 7/30, loss: 2.1987, acc: 0.6319
(TESTING) task: 0, epoch: 7/30, loss: 2.1981, acc: 0.6330
(TESTING) task: 0, epoch: 7/30, loss: 2.1989, acc: 0.6283
(TESTING) task: 0, epoch: 7/30, loss: 2.1993, acc: 0.6261
(TESTING) task: 0, epoch: 7/30, loss: 2.1995, acc: 0.6261
(TESTING) task: 0, epoch: 7/30, loss: 2.1996, acc: 0.6250
(TESTING) task: 0, epoch: 7/30, loss: 2.1999, acc: 0.6240
(TESTING) task: 0, epoch: 7/30, loss: 2.2002, acc: 0.6219
(TESTING) task: 0, epoch: 7/30, loss: 2.2000, acc: 0.6210
(TESTING) task: 0, epoch: 7/30, loss: 2.1998, acc: 0.6230
(TRAINING) task: 0, epoch: 8/30, loss: 2.1963, acc: 0.6523
(TRAINING) task: 0, epoch: 8/30, loss: 2.2049, acc: 0.6328
(TRAINING) task: 0, epoch: 8/30, loss: 2.1986, acc: 0.6367
(TRAINING) task: 0, epoch: 8/30, loss: 2.1974, acc: 0.6426
(TRAINING) task: 0, epoch: 8/30, loss: 2.1982, acc: 0.6414
(TRAINING) task: 0, epoch: 8/30, loss: 2.1966, acc: 0.6406
(TRAINING) task: 0, epoch: 8/30, loss: 2.1967, acc: 0.6412
(TRAINING) task: 0, epoch: 8/30, loss: 2.1960, acc: 0.6436
(TRAINING) task: 0, epoch: 8/30, loss: 2.1942, acc: 0.6450
(TRAINING) task: 0, epoch: 8/30, loss: 2.1932, acc: 0.6438
(TRAINING) task: 0, epoch: 8/30, loss: 2.1914, acc: 0.6460
(TRAINING) task: 0, epoch: 8/30, loss: 2.1916, acc: 0.6445
(TRAINING) task: 0, epoch: 8/30, loss: 2.1914, acc: 0.6430
(TRAINING) task: 0, epoch: 8/30, loss: 2.1908, acc: 0.6454
(TRAINING) task: 0, epoch: 8/30, loss: 2.1904, acc: 0.6419
(TRAINING) task: 0, epoch: 8/30, loss: 2.1899, acc: 0.6433
(TRAINING) task: 0, epoch: 8/30, loss: 2.1894, acc: 0.6455
(TRAINING) task: 0, epoch: 8/30, loss: 2.1892, acc: 0.6447
(TRAINING) task: 0, epoch: 8/30, loss: 2.1883, acc: 0.6468
(TRAINING) task: 0, epoch: 8/30, loss: 2.1883, acc: 0.6464
(TESTING) task: 0, epoch: 8/30, loss: 2.1781, acc: 0.6250
(TESTING) task: 0, epoch: 8/30, loss: 2.1821, acc: 0.7500
(TESTING) task: 0, epoch: 8/30, loss: 2.1860, acc: 0.7917
(TESTING) task: 0, epoch: 8/30, loss: 2.1825, acc: 0.7812
(TESTING) task: 0, epoch: 8/30, loss: 2.1859, acc: 0.7500
(TESTING) task: 0, epoch: 8/30, loss: 2.1822, acc: 0.7500
(TESTING) task: 0, epoch: 8/30, loss: 2.1856, acc: 0.7411
(TESTING) task: 0, epoch: 8/30, loss: 2.1823, acc: 0.7344
(TESTING) task: 0, epoch: 8/30, loss: 2.1877, acc: 0.6944
(TESTING) task: 0, epoch: 8/30, loss: 2.1834, acc: 0.7125
(TESTING) task: 0, epoch: 8/30, loss: 2.1871, acc: 0.6932
(TESTING) task: 0, epoch: 8/30, loss: 2.1828, acc: 0.7031
(TESTING) task: 0, epoch: 8/30, loss: 2.1821, acc: 0.7067
(TESTING) task: 0, epoch: 8/30, loss: 2.1816, acc: 0.7009
(TESTING) task: 0, epoch: 8/30, loss: 2.1773, acc: 0.7083
(TESTING) task: 0, epoch: 8/30, loss: 2.1764, acc: 0.7031
(TESTING) task: 0, epoch: 8/30, loss: 2.1766, acc: 0.6985
(TESTING) task: 0, epoch: 8/30, loss: 2.1751, acc: 0.6979
(TESTING) task: 0, epoch: 8/30, loss: 2.1757, acc: 0.7039
(TESTING) task: 0, epoch: 8/30, loss: 2.1758, acc: 0.7063
(TESTING) task: 0, epoch: 8/30, loss: 2.1761, acc: 0.7083
(TESTING) task: 0, epoch: 8/30, loss: 2.1756, acc: 0.7074
(TESTING) task: 0, epoch: 8/30, loss: 2.1748, acc: 0.7011
(TESTING) task: 0, epoch: 8/30, loss: 2.1742, acc: 0.6979
(TESTING) task: 0, epoch: 8/30, loss: 2.1761, acc: 0.6975
(TESTING) task: 0, epoch: 8/30, loss: 2.1767, acc: 0.6923
(TESTING) task: 0, epoch: 8/30, loss: 2.1772, acc: 0.6944
(TESTING) task: 0, epoch: 8/30, loss: 2.1776, acc: 0.6897
(TESTING) task: 0, epoch: 8/30, loss: 2.1782, acc: 0.6875
(TESTING) task: 0, epoch: 8/30, loss: 2.1798, acc: 0.6792
(TESTING) task: 0, epoch: 8/30, loss: 2.1801, acc: 0.6694
(TESTING) task: 0, epoch: 8/30, loss: 2.1805, acc: 0.6738
(TESTING) task: 0, epoch: 8/30, loss: 2.1792, acc: 0.6761
(TESTING) task: 0, epoch: 8/30, loss: 2.1798, acc: 0.6728
(TESTING) task: 0, epoch: 8/30, loss: 2.1805, acc: 0.6661
(TESTING) task: 0, epoch: 8/30, loss: 2.1798, acc: 0.6701
(TESTING) task: 0, epoch: 8/30, loss: 2.1811, acc: 0.6605
(TESTING) task: 0, epoch: 8/30, loss: 2.1793, acc: 0.6645
(TESTING) task: 0, epoch: 8/30, loss: 2.1794, acc: 0.6683
(TESTING) task: 0, epoch: 8/30, loss: 2.1794, acc: 0.6641
(TESTING) task: 0, epoch: 8/30, loss: 2.1796, acc: 0.6555
(TESTING) task: 0, epoch: 8/30, loss: 2.1791, acc: 0.6562
(TESTING) task: 0, epoch: 8/30, loss: 2.1798, acc: 0.6541
(TESTING) task: 0, epoch: 8/30, loss: 2.1785, acc: 0.6562
(TESTING) task: 0, epoch: 8/30, loss: 2.1780, acc: 0.6597
(TESTING) task: 0, epoch: 8/30, loss: 2.1786, acc: 0.6576
(TESTING) task: 0, epoch: 8/30, loss: 2.1782, acc: 0.6582
(TESTING) task: 0, epoch: 8/30, loss: 2.1768, acc: 0.6602
(TESTING) task: 0, epoch: 8/30, loss: 2.1769, acc: 0.6620
(TESTING) task: 0, epoch: 8/30, loss: 2.1774, acc: 0.6600
(TESTING) task: 0, epoch: 8/30, loss: 2.1767, acc: 0.6630
(TESTING) task: 0, epoch: 8/30, loss: 2.1770, acc: 0.6599
(TESTING) task: 0, epoch: 8/30, loss: 2.1768, acc: 0.6604
(TESTING) task: 0, epoch: 8/30, loss: 2.1764, acc: 0.6609
(TESTING) task: 0, epoch: 8/30, loss: 2.1764, acc: 0.6602
(TESTING) task: 0, epoch: 8/30, loss: 2.1755, acc: 0.6585
(TESTING) task: 0, epoch: 8/30, loss: 2.1753, acc: 0.6601
(TESTING) task: 0, epoch: 8/30, loss: 2.1755, acc: 0.6584
(TESTING) task: 0, epoch: 8/30, loss: 2.1759, acc: 0.6589
(TESTING) task: 0, epoch: 8/30, loss: 2.1765, acc: 0.6573
(TESTING) task: 0, epoch: 8/30, loss: 2.1762, acc: 0.6588
(TESTING) task: 0, epoch: 8/30, loss: 2.1764, acc: 0.6562
(TESTING) task: 0, epoch: 8/30, loss: 2.1771, acc: 0.6538
(TRAINING) task: 0, epoch: 9/30, loss: 2.1748, acc: 0.6641
(TRAINING) task: 0, epoch: 9/30, loss: 2.1717, acc: 0.6680
(TRAINING) task: 0, epoch: 9/30, loss: 2.1713, acc: 0.6706
(TRAINING) task: 0, epoch: 9/30, loss: 2.1690, acc: 0.6875
(TRAINING) task: 0, epoch: 9/30, loss: 2.1689, acc: 0.6828
(TRAINING) task: 0, epoch: 9/30, loss: 2.1690, acc: 0.6803
(TRAINING) task: 0, epoch: 9/30, loss: 2.1673, acc: 0.6808
(TRAINING) task: 0, epoch: 9/30, loss: 2.1663, acc: 0.6792
(TRAINING) task: 0, epoch: 9/30, loss: 2.1658, acc: 0.6801
(TRAINING) task: 0, epoch: 9/30, loss: 2.1659, acc: 0.6809
(TRAINING) task: 0, epoch: 9/30, loss: 2.1656, acc: 0.6811
(TRAINING) task: 0, epoch: 9/30, loss: 2.1651, acc: 0.6826
(TRAINING) task: 0, epoch: 9/30, loss: 2.1641, acc: 0.6857
(TRAINING) task: 0, epoch: 9/30, loss: 2.1640, acc: 0.6864
(TRAINING) task: 0, epoch: 9/30, loss: 2.1646, acc: 0.6852
(TRAINING) task: 0, epoch: 9/30, loss: 2.1639, acc: 0.6868
(TRAINING) task: 0, epoch: 9/30, loss: 2.1644, acc: 0.6873
(TRAINING) task: 0, epoch: 9/30, loss: 2.1640, acc: 0.6853
(TRAINING) task: 0, epoch: 9/30, loss: 2.1636, acc: 0.6840
(TRAINING) task: 0, epoch: 9/30, loss: 2.1634, acc: 0.6836
(TESTING) task: 0, epoch: 9/30, loss: 2.0779, acc: 0.8750
(TESTING) task: 0, epoch: 9/30, loss: 2.0992, acc: 0.8750
(TESTING) task: 0, epoch: 9/30, loss: 2.1103, acc: 0.7708
(TESTING) task: 0, epoch: 9/30, loss: 2.1262, acc: 0.7188
(TESTING) task: 0, epoch: 9/30, loss: 2.1436, acc: 0.6875
(TESTING) task: 0, epoch: 9/30, loss: 2.1341, acc: 0.6979
(TESTING) task: 0, epoch: 9/30, loss: 2.1431, acc: 0.6875
(TESTING) task: 0, epoch: 9/30, loss: 2.1463, acc: 0.7031
(TESTING) task: 0, epoch: 9/30, loss: 2.1504, acc: 0.7014
(TESTING) task: 0, epoch: 9/30, loss: 2.1524, acc: 0.7063
(TESTING) task: 0, epoch: 9/30, loss: 2.1553, acc: 0.7102
(TESTING) task: 0, epoch: 9/30, loss: 2.1507, acc: 0.7135
(TESTING) task: 0, epoch: 9/30, loss: 2.1481, acc: 0.7067
(TESTING) task: 0, epoch: 9/30, loss: 2.1495, acc: 0.7054
(TESTING) task: 0, epoch: 9/30, loss: 2.1520, acc: 0.6958
(TESTING) task: 0, epoch: 9/30, loss: 2.1503, acc: 0.7031
(TESTING) task: 0, epoch: 9/30, loss: 2.1506, acc: 0.7059
(TESTING) task: 0, epoch: 9/30, loss: 2.1549, acc: 0.6979
(TESTING) task: 0, epoch: 9/30, loss: 2.1546, acc: 0.6941
(TESTING) task: 0, epoch: 9/30, loss: 2.1545, acc: 0.6875
(TESTING) task: 0, epoch: 9/30, loss: 2.1540, acc: 0.6815
(TESTING) task: 0, epoch: 9/30, loss: 2.1546, acc: 0.6790
(TESTING) task: 0, epoch: 9/30, loss: 2.1551, acc: 0.6766
(TESTING) task: 0, epoch: 9/30, loss: 2.1563, acc: 0.6797
(TESTING) task: 0, epoch: 9/30, loss: 2.1560, acc: 0.6825
(TESTING) task: 0, epoch: 9/30, loss: 2.1545, acc: 0.6803
(TESTING) task: 0, epoch: 9/30, loss: 2.1547, acc: 0.6806
(TESTING) task: 0, epoch: 9/30, loss: 2.1542, acc: 0.6808
(TESTING) task: 0, epoch: 9/30, loss: 2.1558, acc: 0.6810
(TESTING) task: 0, epoch: 9/30, loss: 2.1554, acc: 0.6813
(TESTING) task: 0, epoch: 9/30, loss: 2.1546, acc: 0.6794
(TESTING) task: 0, epoch: 9/30, loss: 2.1544, acc: 0.6777
(TESTING) task: 0, epoch: 9/30, loss: 2.1532, acc: 0.6761
(TESTING) task: 0, epoch: 9/30, loss: 2.1543, acc: 0.6728
(TESTING) task: 0, epoch: 9/30, loss: 2.1538, acc: 0.6732
(TESTING) task: 0, epoch: 9/30, loss: 2.1547, acc: 0.6684
(TESTING) task: 0, epoch: 9/30, loss: 2.1533, acc: 0.6689
(TESTING) task: 0, epoch: 9/30, loss: 2.1540, acc: 0.6645
(TESTING) task: 0, epoch: 9/30, loss: 2.1537, acc: 0.6619
(TESTING) task: 0, epoch: 9/30, loss: 2.1530, acc: 0.6656
(TESTING) task: 0, epoch: 9/30, loss: 2.1525, acc: 0.6646
(TESTING) task: 0, epoch: 9/30, loss: 2.1510, acc: 0.6667
(TESTING) task: 0, epoch: 9/30, loss: 2.1519, acc: 0.6657
(TESTING) task: 0, epoch: 9/30, loss: 2.1514, acc: 0.6676
(TESTING) task: 0, epoch: 9/30, loss: 2.1512, acc: 0.6681
(TESTING) task: 0, epoch: 9/30, loss: 2.1494, acc: 0.6739
(TESTING) task: 0, epoch: 9/30, loss: 2.1493, acc: 0.6742
(TESTING) task: 0, epoch: 9/30, loss: 2.1500, acc: 0.6784
(TESTING) task: 0, epoch: 9/30, loss: 2.1502, acc: 0.6773
(TESTING) task: 0, epoch: 9/30, loss: 2.1499, acc: 0.6800
(TESTING) task: 0, epoch: 9/30, loss: 2.1500, acc: 0.6752
(TESTING) task: 0, epoch: 9/30, loss: 2.1504, acc: 0.6767
(TESTING) task: 0, epoch: 9/30, loss: 2.1501, acc: 0.6781
(TESTING) task: 0, epoch: 9/30, loss: 2.1510, acc: 0.6759
(TESTING) task: 0, epoch: 9/30, loss: 2.1512, acc: 0.6750
(TESTING) task: 0, epoch: 9/30, loss: 2.1516, acc: 0.6752
(TESTING) task: 0, epoch: 9/30, loss: 2.1522, acc: 0.6765
(TESTING) task: 0, epoch: 9/30, loss: 2.1522, acc: 0.6756
(TESTING) task: 0, epoch: 9/30, loss: 2.1528, acc: 0.6769
(TESTING) task: 0, epoch: 9/30, loss: 2.1526, acc: 0.6771
(TESTING) task: 0, epoch: 9/30, loss: 2.1526, acc: 0.6783
(TESTING) task: 0, epoch: 9/30, loss: 2.1521, acc: 0.6794
(TESTING) task: 0, epoch: 9/30, loss: 2.1523, acc: 0.6806
(TRAINING) task: 0, epoch: 10/30, loss: 2.1401, acc: 0.7188
(TRAINING) task: 0, epoch: 10/30, loss: 2.1486, acc: 0.7031
(TRAINING) task: 0, epoch: 10/30, loss: 2.1508, acc: 0.7135
(TRAINING) task: 0, epoch: 10/30, loss: 2.1452, acc: 0.7109
(TRAINING) task: 0, epoch: 10/30, loss: 2.1451, acc: 0.7156
(TRAINING) task: 0, epoch: 10/30, loss: 2.1452, acc: 0.7233
(TRAINING) task: 0, epoch: 10/30, loss: 2.1441, acc: 0.7204
(TRAINING) task: 0, epoch: 10/30, loss: 2.1453, acc: 0.7158
(TRAINING) task: 0, epoch: 10/30, loss: 2.1459, acc: 0.7179
(TRAINING) task: 0, epoch: 10/30, loss: 2.1446, acc: 0.7176
(TRAINING) task: 0, epoch: 10/30, loss: 2.1448, acc: 0.7127
(TRAINING) task: 0, epoch: 10/30, loss: 2.1433, acc: 0.7135
(TRAINING) task: 0, epoch: 10/30, loss: 2.1411, acc: 0.7160
(TRAINING) task: 0, epoch: 10/30, loss: 2.1412, acc: 0.7148
(TRAINING) task: 0, epoch: 10/30, loss: 2.1401, acc: 0.7148
(TRAINING) task: 0, epoch: 10/30, loss: 2.1386, acc: 0.7166
(TRAINING) task: 0, epoch: 10/30, loss: 2.1391, acc: 0.7130
(TRAINING) task: 0, epoch: 10/30, loss: 2.1378, acc: 0.7151
(TRAINING) task: 0, epoch: 10/30, loss: 2.1377, acc: 0.7142
(TRAINING) task: 0, epoch: 10/30, loss: 2.1382, acc: 0.7127
(TESTING) task: 0, epoch: 10/30, loss: 2.1808, acc: 0.6250
(TESTING) task: 0, epoch: 10/30, loss: 2.1754, acc: 0.5938
(TESTING) task: 0, epoch: 10/30, loss: 2.1578, acc: 0.6042
(TESTING) task: 0, epoch: 10/30, loss: 2.1410, acc: 0.6719
(TESTING) task: 0, epoch: 10/30, loss: 2.1418, acc: 0.6375
(TESTING) task: 0, epoch: 10/30, loss: 2.1365, acc: 0.6667
(TESTING) task: 0, epoch: 10/30, loss: 2.1367, acc: 0.6786
(TESTING) task: 0, epoch: 10/30, loss: 2.1299, acc: 0.6953
(TESTING) task: 0, epoch: 10/30, loss: 2.1247, acc: 0.7014
(TESTING) task: 0, epoch: 10/30, loss: 2.1313, acc: 0.6937
(TESTING) task: 0, epoch: 10/30, loss: 2.1311, acc: 0.6761
(TESTING) task: 0, epoch: 10/30, loss: 2.1237, acc: 0.6875
(TESTING) task: 0, epoch: 10/30, loss: 2.1199, acc: 0.6923
(TESTING) task: 0, epoch: 10/30, loss: 2.1181, acc: 0.7054
(TESTING) task: 0, epoch: 10/30, loss: 2.1182, acc: 0.7042
(TESTING) task: 0, epoch: 10/30, loss: 2.1127, acc: 0.7109
(TESTING) task: 0, epoch: 10/30, loss: 2.1093, acc: 0.7169
(TESTING) task: 0, epoch: 10/30, loss: 2.1138, acc: 0.7153
(TESTING) task: 0, epoch: 10/30, loss: 2.1152, acc: 0.7138
(TESTING) task: 0, epoch: 10/30, loss: 2.1176, acc: 0.7000
(TESTING) task: 0, epoch: 10/30, loss: 2.1211, acc: 0.6964
(TESTING) task: 0, epoch: 10/30, loss: 2.1220, acc: 0.6903
(TESTING) task: 0, epoch: 10/30, loss: 2.1226, acc: 0.6875
(TESTING) task: 0, epoch: 10/30, loss: 2.1248, acc: 0.6823
(TESTING) task: 0, epoch: 10/30, loss: 2.1246, acc: 0.6850
(TESTING) task: 0, epoch: 10/30, loss: 2.1260, acc: 0.6827
(TESTING) task: 0, epoch: 10/30, loss: 2.1301, acc: 0.6782
(TESTING) task: 0, epoch: 10/30, loss: 2.1294, acc: 0.6763
(TESTING) task: 0, epoch: 10/30, loss: 2.1302, acc: 0.6853
(TESTING) task: 0, epoch: 10/30, loss: 2.1293, acc: 0.6854
(TESTING) task: 0, epoch: 10/30, loss: 2.1289, acc: 0.6935
(TESTING) task: 0, epoch: 10/30, loss: 2.1280, acc: 0.6973
(TESTING) task: 0, epoch: 10/30, loss: 2.1277, acc: 0.7027
(TESTING) task: 0, epoch: 10/30, loss: 2.1286, acc: 0.7022
(TESTING) task: 0, epoch: 10/30, loss: 2.1300, acc: 0.6946
(TESTING) task: 0, epoch: 10/30, loss: 2.1325, acc: 0.6962
(TESTING) task: 0, epoch: 10/30, loss: 2.1331, acc: 0.6976
(TESTING) task: 0, epoch: 10/30, loss: 2.1339, acc: 0.6957
(TESTING) task: 0, epoch: 10/30, loss: 2.1331, acc: 0.6971
(TESTING) task: 0, epoch: 10/30, loss: 2.1329, acc: 0.6937
(TESTING) task: 0, epoch: 10/30, loss: 2.1325, acc: 0.6966
(TESTING) task: 0, epoch: 10/30, loss: 2.1311, acc: 0.6979
(TESTING) task: 0, epoch: 10/30, loss: 2.1322, acc: 0.6933
(TESTING) task: 0, epoch: 10/30, loss: 2.1318, acc: 0.6960
(TESTING) task: 0, epoch: 10/30, loss: 2.1307, acc: 0.6986
(TESTING) task: 0, epoch: 10/30, loss: 2.1286, acc: 0.7011
(TESTING) task: 0, epoch: 10/30, loss: 2.1275, acc: 0.7035
(TESTING) task: 0, epoch: 10/30, loss: 2.1277, acc: 0.7083
(TESTING) task: 0, epoch: 10/30, loss: 2.1271, acc: 0.7092
(TESTING) task: 0, epoch: 10/30, loss: 2.1265, acc: 0.7087
(TESTING) task: 0, epoch: 10/30, loss: 2.1262, acc: 0.7059
(TESTING) task: 0, epoch: 10/30, loss: 2.1260, acc: 0.7091
(TESTING) task: 0, epoch: 10/30, loss: 2.1274, acc: 0.7064
(TESTING) task: 0, epoch: 10/30, loss: 2.1277, acc: 0.7083
(TESTING) task: 0, epoch: 10/30, loss: 2.1274, acc: 0.7102
(TESTING) task: 0, epoch: 10/30, loss: 2.1273, acc: 0.7076
(TESTING) task: 0, epoch: 10/30, loss: 2.1277, acc: 0.7061
(TESTING) task: 0, epoch: 10/30, loss: 2.1277, acc: 0.7101
(TESTING) task: 0, epoch: 10/30, loss: 2.1269, acc: 0.7119
(TESTING) task: 0, epoch: 10/30, loss: 2.1274, acc: 0.7115
(TESTING) task: 0, epoch: 10/30, loss: 2.1260, acc: 0.7121
(TESTING) task: 0, epoch: 10/30, loss: 2.1272, acc: 0.7127
(TESTING) task: 0, epoch: 10/30, loss: 2.1281, acc: 0.7133
(TRAINING) task: 0, epoch: 11/30, loss: 2.1297, acc: 0.7148
(TRAINING) task: 0, epoch: 11/30, loss: 2.1265, acc: 0.7285
(TRAINING) task: 0, epoch: 11/30, loss: 2.1208, acc: 0.7370
(TRAINING) task: 0, epoch: 11/30, loss: 2.1224, acc: 0.7354
(TRAINING) task: 0, epoch: 11/30, loss: 2.1194, acc: 0.7445
(TRAINING) task: 0, epoch: 11/30, loss: 2.1192, acc: 0.7428
(TRAINING) task: 0, epoch: 11/30, loss: 2.1190, acc: 0.7439
(TRAINING) task: 0, epoch: 11/30, loss: 2.1171, acc: 0.7437
(TRAINING) task: 0, epoch: 11/30, loss: 2.1178, acc: 0.7426
(TRAINING) task: 0, epoch: 11/30, loss: 2.1177, acc: 0.7445
(TRAINING) task: 0, epoch: 11/30, loss: 2.1163, acc: 0.7415
(TRAINING) task: 0, epoch: 11/30, loss: 2.1162, acc: 0.7406
(TRAINING) task: 0, epoch: 11/30, loss: 2.1159, acc: 0.7371
(TRAINING) task: 0, epoch: 11/30, loss: 2.1128, acc: 0.7380
(TRAINING) task: 0, epoch: 11/30, loss: 2.1126, acc: 0.7362
(TRAINING) task: 0, epoch: 11/30, loss: 2.1122, acc: 0.7375
(TRAINING) task: 0, epoch: 11/30, loss: 2.1128, acc: 0.7351
(TRAINING) task: 0, epoch: 11/30, loss: 2.1120, acc: 0.7370
(TRAINING) task: 0, epoch: 11/30, loss: 2.1122, acc: 0.7389
(TRAINING) task: 0, epoch: 11/30, loss: 2.1126, acc: 0.7380
(TESTING) task: 0, epoch: 11/30, loss: 2.1313, acc: 0.5625
(TESTING) task: 0, epoch: 11/30, loss: 2.1281, acc: 0.6250
(TESTING) task: 0, epoch: 11/30, loss: 2.1229, acc: 0.6667
(TESTING) task: 0, epoch: 11/30, loss: 2.1205, acc: 0.6719
(TESTING) task: 0, epoch: 11/30, loss: 2.1124, acc: 0.6750
(TESTING) task: 0, epoch: 11/30, loss: 2.1196, acc: 0.6875
(TESTING) task: 0, epoch: 11/30, loss: 2.1142, acc: 0.7232
(TESTING) task: 0, epoch: 11/30, loss: 2.1135, acc: 0.7266
(TESTING) task: 0, epoch: 11/30, loss: 2.1051, acc: 0.7431
(TESTING) task: 0, epoch: 11/30, loss: 2.1019, acc: 0.7438
(TESTING) task: 0, epoch: 11/30, loss: 2.0981, acc: 0.7386
(TESTING) task: 0, epoch: 11/30, loss: 2.0940, acc: 0.7500
(TESTING) task: 0, epoch: 11/30, loss: 2.0930, acc: 0.7644
(TESTING) task: 0, epoch: 11/30, loss: 2.0949, acc: 0.7679
(TESTING) task: 0, epoch: 11/30, loss: 2.0986, acc: 0.7583
(TESTING) task: 0, epoch: 11/30, loss: 2.1018, acc: 0.7461
(TESTING) task: 0, epoch: 11/30, loss: 2.1020, acc: 0.7537
(TESTING) task: 0, epoch: 11/30, loss: 2.0994, acc: 0.7604
(TESTING) task: 0, epoch: 11/30, loss: 2.0952, acc: 0.7664
(TESTING) task: 0, epoch: 11/30, loss: 2.0960, acc: 0.7562
(TESTING) task: 0, epoch: 11/30, loss: 2.0957, acc: 0.7530
(TESTING) task: 0, epoch: 11/30, loss: 2.0911, acc: 0.7614
(TESTING) task: 0, epoch: 11/30, loss: 2.0905, acc: 0.7582
(TESTING) task: 0, epoch: 11/30, loss: 2.0920, acc: 0.7552
(TESTING) task: 0, epoch: 11/30, loss: 2.0943, acc: 0.7500
(TESTING) task: 0, epoch: 11/30, loss: 2.0895, acc: 0.7524
(TESTING) task: 0, epoch: 11/30, loss: 2.0884, acc: 0.7477
(TESTING) task: 0, epoch: 11/30, loss: 2.0894, acc: 0.7433
(TESTING) task: 0, epoch: 11/30, loss: 2.0887, acc: 0.7435
(TESTING) task: 0, epoch: 11/30, loss: 2.0880, acc: 0.7479
(TESTING) task: 0, epoch: 11/30, loss: 2.0896, acc: 0.7440
(TESTING) task: 0, epoch: 11/30, loss: 2.0897, acc: 0.7441
(TESTING) task: 0, epoch: 11/30, loss: 2.0899, acc: 0.7443
(TESTING) task: 0, epoch: 11/30, loss: 2.0855, acc: 0.7500
(TESTING) task: 0, epoch: 11/30, loss: 2.0858, acc: 0.7482
(TESTING) task: 0, epoch: 11/30, loss: 2.0881, acc: 0.7448
(TESTING) task: 0, epoch: 11/30, loss: 2.0885, acc: 0.7466
(TESTING) task: 0, epoch: 11/30, loss: 2.0917, acc: 0.7434
(TESTING) task: 0, epoch: 11/30, loss: 2.0900, acc: 0.7436
(TESTING) task: 0, epoch: 11/30, loss: 2.0904, acc: 0.7406
(TESTING) task: 0, epoch: 11/30, loss: 2.0905, acc: 0.7393
(TESTING) task: 0, epoch: 11/30, loss: 2.0905, acc: 0.7411
(TESTING) task: 0, epoch: 11/30, loss: 2.0909, acc: 0.7384
(TESTING) task: 0, epoch: 11/30, loss: 2.0916, acc: 0.7372
(TESTING) task: 0, epoch: 11/30, loss: 2.0927, acc: 0.7333
(TESTING) task: 0, epoch: 11/30, loss: 2.0923, acc: 0.7323
(TESTING) task: 0, epoch: 11/30, loss: 2.0909, acc: 0.7354
(TESTING) task: 0, epoch: 11/30, loss: 2.0925, acc: 0.7331
(TESTING) task: 0, epoch: 11/30, loss: 2.0920, acc: 0.7347
(TESTING) task: 0, epoch: 11/30, loss: 2.0948, acc: 0.7288
(TESTING) task: 0, epoch: 11/30, loss: 2.0948, acc: 0.7304
(TESTING) task: 0, epoch: 11/30, loss: 2.0947, acc: 0.7320
(TESTING) task: 0, epoch: 11/30, loss: 2.0947, acc: 0.7323
(TESTING) task: 0, epoch: 11/30, loss: 2.0950, acc: 0.7338
(TESTING) task: 0, epoch: 11/30, loss: 2.0964, acc: 0.7341
(TESTING) task: 0, epoch: 11/30, loss: 2.0983, acc: 0.7366
(TESTING) task: 0, epoch: 11/30, loss: 2.0987, acc: 0.7368
(TESTING) task: 0, epoch: 11/30, loss: 2.0988, acc: 0.7381
(TESTING) task: 0, epoch: 11/30, loss: 2.0999, acc: 0.7394
(TESTING) task: 0, epoch: 11/30, loss: 2.1012, acc: 0.7354
(TESTING) task: 0, epoch: 11/30, loss: 2.1016, acc: 0.7357
(TESTING) task: 0, epoch: 11/30, loss: 2.1023, acc: 0.7339
(TESTING) task: 0, epoch: 11/30, loss: 2.1031, acc: 0.7341
(TRAINING) task: 0, epoch: 12/30, loss: 2.1009, acc: 0.7305
(TRAINING) task: 0, epoch: 12/30, loss: 2.0949, acc: 0.7344
(TRAINING) task: 0, epoch: 12/30, loss: 2.0911, acc: 0.7643
(TRAINING) task: 0, epoch: 12/30, loss: 2.0942, acc: 0.7656
(TRAINING) task: 0, epoch: 12/30, loss: 2.0947, acc: 0.7633
(TRAINING) task: 0, epoch: 12/30, loss: 2.0944, acc: 0.7624
(TRAINING) task: 0, epoch: 12/30, loss: 2.0908, acc: 0.7656
(TRAINING) task: 0, epoch: 12/30, loss: 2.0919, acc: 0.7617
(TRAINING) task: 0, epoch: 12/30, loss: 2.0927, acc: 0.7569
(TRAINING) task: 0, epoch: 12/30, loss: 2.0930, acc: 0.7551
(TRAINING) task: 0, epoch: 12/30, loss: 2.0912, acc: 0.7567
(TRAINING) task: 0, epoch: 12/30, loss: 2.0925, acc: 0.7552
(TRAINING) task: 0, epoch: 12/30, loss: 2.0926, acc: 0.7554
(TRAINING) task: 0, epoch: 12/30, loss: 2.0925, acc: 0.7542
(TRAINING) task: 0, epoch: 12/30, loss: 2.0922, acc: 0.7542
(TRAINING) task: 0, epoch: 12/30, loss: 2.0916, acc: 0.7563
(TRAINING) task: 0, epoch: 12/30, loss: 2.0907, acc: 0.7562
(TRAINING) task: 0, epoch: 12/30, loss: 2.0889, acc: 0.7550
(TRAINING) task: 0, epoch: 12/30, loss: 2.0872, acc: 0.7570
(TRAINING) task: 0, epoch: 12/30, loss: 2.0868, acc: 0.7574
(TESTING) task: 0, epoch: 12/30, loss: 2.1238, acc: 0.7500
(TESTING) task: 0, epoch: 12/30, loss: 2.1122, acc: 0.8125
(TESTING) task: 0, epoch: 12/30, loss: 2.0986, acc: 0.8125
(TESTING) task: 0, epoch: 12/30, loss: 2.1072, acc: 0.7969
(TESTING) task: 0, epoch: 12/30, loss: 2.1098, acc: 0.7875
(TESTING) task: 0, epoch: 12/30, loss: 2.1131, acc: 0.7812
(TESTING) task: 0, epoch: 12/30, loss: 2.1003, acc: 0.7857
(TESTING) task: 0, epoch: 12/30, loss: 2.0891, acc: 0.7891
(TESTING) task: 0, epoch: 12/30, loss: 2.0836, acc: 0.7986
(TESTING) task: 0, epoch: 12/30, loss: 2.0880, acc: 0.7625
(TESTING) task: 0, epoch: 12/30, loss: 2.0824, acc: 0.7614
(TESTING) task: 0, epoch: 12/30, loss: 2.0776, acc: 0.7708
(TESTING) task: 0, epoch: 12/30, loss: 2.0763, acc: 0.7740
(TESTING) task: 0, epoch: 12/30, loss: 2.0788, acc: 0.7723
(TESTING) task: 0, epoch: 12/30, loss: 2.0734, acc: 0.7792
(TESTING) task: 0, epoch: 12/30, loss: 2.0745, acc: 0.7812
(TESTING) task: 0, epoch: 12/30, loss: 2.0736, acc: 0.7757
(TESTING) task: 0, epoch: 12/30, loss: 2.0725, acc: 0.7812
(TESTING) task: 0, epoch: 12/30, loss: 2.0728, acc: 0.7862
(TESTING) task: 0, epoch: 12/30, loss: 2.0737, acc: 0.7844
(TESTING) task: 0, epoch: 12/30, loss: 2.0766, acc: 0.7768
(TESTING) task: 0, epoch: 12/30, loss: 2.0802, acc: 0.7727
(TESTING) task: 0, epoch: 12/30, loss: 2.0800, acc: 0.7745
(TESTING) task: 0, epoch: 12/30, loss: 2.0787, acc: 0.7760
(TESTING) task: 0, epoch: 12/30, loss: 2.0782, acc: 0.7775
(TESTING) task: 0, epoch: 12/30, loss: 2.0789, acc: 0.7788
(TESTING) task: 0, epoch: 12/30, loss: 2.0795, acc: 0.7778
(TESTING) task: 0, epoch: 12/30, loss: 2.0756, acc: 0.7812
(TESTING) task: 0, epoch: 12/30, loss: 2.0765, acc: 0.7780
(TESTING) task: 0, epoch: 12/30, loss: 2.0784, acc: 0.7708
(TESTING) task: 0, epoch: 12/30, loss: 2.0779, acc: 0.7661
(TESTING) task: 0, epoch: 12/30, loss: 2.0773, acc: 0.7695
(TESTING) task: 0, epoch: 12/30, loss: 2.0779, acc: 0.7689
(TESTING) task: 0, epoch: 12/30, loss: 2.0788, acc: 0.7684
(TESTING) task: 0, epoch: 12/30, loss: 2.0785, acc: 0.7732
(TESTING) task: 0, epoch: 12/30, loss: 2.0796, acc: 0.7674
(TESTING) task: 0, epoch: 12/30, loss: 2.0802, acc: 0.7652
(TESTING) task: 0, epoch: 12/30, loss: 2.0810, acc: 0.7632
(TESTING) task: 0, epoch: 12/30, loss: 2.0812, acc: 0.7628
(TESTING) task: 0, epoch: 12/30, loss: 2.0815, acc: 0.7625
(TESTING) task: 0, epoch: 12/30, loss: 2.0786, acc: 0.7683
(TESTING) task: 0, epoch: 12/30, loss: 2.0804, acc: 0.7649
(TESTING) task: 0, epoch: 12/30, loss: 2.0806, acc: 0.7645
(TESTING) task: 0, epoch: 12/30, loss: 2.0779, acc: 0.7656
(TESTING) task: 0, epoch: 12/30, loss: 2.0764, acc: 0.7667
(TESTING) task: 0, epoch: 12/30, loss: 2.0764, acc: 0.7663
(TESTING) task: 0, epoch: 12/30, loss: 2.0775, acc: 0.7633
(TESTING) task: 0, epoch: 12/30, loss: 2.0773, acc: 0.7630
(TESTING) task: 0, epoch: 12/30, loss: 2.0769, acc: 0.7628
(TESTING) task: 0, epoch: 12/30, loss: 2.0769, acc: 0.7638
(TESTING) task: 0, epoch: 12/30, loss: 2.0787, acc: 0.7598
(TESTING) task: 0, epoch: 12/30, loss: 2.0797, acc: 0.7572
(TESTING) task: 0, epoch: 12/30, loss: 2.0796, acc: 0.7594
(TESTING) task: 0, epoch: 12/30, loss: 2.0807, acc: 0.7569
(TESTING) task: 0, epoch: 12/30, loss: 2.0817, acc: 0.7523
(TESTING) task: 0, epoch: 12/30, loss: 2.0831, acc: 0.7511
(TESTING) task: 0, epoch: 12/30, loss: 2.0818, acc: 0.7533
(TESTING) task: 0, epoch: 12/30, loss: 2.0816, acc: 0.7532
(TESTING) task: 0, epoch: 12/30, loss: 2.0816, acc: 0.7500
(TESTING) task: 0, epoch: 12/30, loss: 2.0823, acc: 0.7500
(TESTING) task: 0, epoch: 12/30, loss: 2.0814, acc: 0.7510
(TESTING) task: 0, epoch: 12/30, loss: 2.0800, acc: 0.7530
(TESTING) task: 0, epoch: 12/30, loss: 2.0775, acc: 0.7550
(TRAINING) task: 0, epoch: 13/30, loss: 2.0947, acc: 0.7500
(TRAINING) task: 0, epoch: 13/30, loss: 2.0864, acc: 0.7539
(TRAINING) task: 0, epoch: 13/30, loss: 2.0842, acc: 0.7643
(TRAINING) task: 0, epoch: 13/30, loss: 2.0750, acc: 0.7695
(TRAINING) task: 0, epoch: 13/30, loss: 2.0684, acc: 0.7656
(TRAINING) task: 0, epoch: 13/30, loss: 2.0642, acc: 0.7702
(TRAINING) task: 0, epoch: 13/30, loss: 2.0689, acc: 0.7673
(TRAINING) task: 0, epoch: 13/30, loss: 2.0671, acc: 0.7725
(TRAINING) task: 0, epoch: 13/30, loss: 2.0673, acc: 0.7713
(TRAINING) task: 0, epoch: 13/30, loss: 2.0682, acc: 0.7703
(TRAINING) task: 0, epoch: 13/30, loss: 2.0681, acc: 0.7717
(TRAINING) task: 0, epoch: 13/30, loss: 2.0662, acc: 0.7731
(TRAINING) task: 0, epoch: 13/30, loss: 2.0661, acc: 0.7734
(TRAINING) task: 0, epoch: 13/30, loss: 2.0656, acc: 0.7729
(TRAINING) task: 0, epoch: 13/30, loss: 2.0633, acc: 0.7784
(TRAINING) task: 0, epoch: 13/30, loss: 2.0625, acc: 0.7815
(TRAINING) task: 0, epoch: 13/30, loss: 2.0638, acc: 0.7812
(TRAINING) task: 0, epoch: 13/30, loss: 2.0643, acc: 0.7795
(TRAINING) task: 0, epoch: 13/30, loss: 2.0631, acc: 0.7810
(TRAINING) task: 0, epoch: 13/30, loss: 2.0630, acc: 0.7788
(TESTING) task: 0, epoch: 13/30, loss: 2.0743, acc: 0.8750
(TESTING) task: 0, epoch: 13/30, loss: 2.0565, acc: 0.9062
(TESTING) task: 0, epoch: 13/30, loss: 2.0832, acc: 0.8750
(TESTING) task: 0, epoch: 13/30, loss: 2.0665, acc: 0.8438
(TESTING) task: 0, epoch: 13/30, loss: 2.0711, acc: 0.8125
(TESTING) task: 0, epoch: 13/30, loss: 2.0728, acc: 0.7917
(TESTING) task: 0, epoch: 13/30, loss: 2.0637, acc: 0.8036
(TESTING) task: 0, epoch: 13/30, loss: 2.0719, acc: 0.7734
(TESTING) task: 0, epoch: 13/30, loss: 2.0792, acc: 0.7708
(TESTING) task: 0, epoch: 13/30, loss: 2.0812, acc: 0.7625
(TESTING) task: 0, epoch: 13/30, loss: 2.0719, acc: 0.7670
(TESTING) task: 0, epoch: 13/30, loss: 2.0760, acc: 0.7708
(TESTING) task: 0, epoch: 13/30, loss: 2.0753, acc: 0.7740
(TESTING) task: 0, epoch: 13/30, loss: 2.0757, acc: 0.7768
(TESTING) task: 0, epoch: 13/30, loss: 2.0764, acc: 0.7708
(TESTING) task: 0, epoch: 13/30, loss: 2.0697, acc: 0.7734
(TESTING) task: 0, epoch: 13/30, loss: 2.0612, acc: 0.7831
(TESTING) task: 0, epoch: 13/30, loss: 2.0619, acc: 0.7882
(TESTING) task: 0, epoch: 13/30, loss: 2.0650, acc: 0.7796
(TESTING) task: 0, epoch: 13/30, loss: 2.0638, acc: 0.7812
(TESTING) task: 0, epoch: 13/30, loss: 2.0628, acc: 0.7798
(TESTING) task: 0, epoch: 13/30, loss: 2.0662, acc: 0.7756
(TESTING) task: 0, epoch: 13/30, loss: 2.0665, acc: 0.7745
(TESTING) task: 0, epoch: 13/30, loss: 2.0649, acc: 0.7760
(TESTING) task: 0, epoch: 13/30, loss: 2.0641, acc: 0.7725
(TESTING) task: 0, epoch: 13/30, loss: 2.0653, acc: 0.7692
(TESTING) task: 0, epoch: 13/30, loss: 2.0660, acc: 0.7685
(TESTING) task: 0, epoch: 13/30, loss: 2.0670, acc: 0.7656
(TESTING) task: 0, epoch: 13/30, loss: 2.0647, acc: 0.7716
(TESTING) task: 0, epoch: 13/30, loss: 2.0654, acc: 0.7729
(TESTING) task: 0, epoch: 13/30, loss: 2.0641, acc: 0.7742
(TESTING) task: 0, epoch: 13/30, loss: 2.0657, acc: 0.7734
(TESTING) task: 0, epoch: 13/30, loss: 2.0658, acc: 0.7746
(TESTING) task: 0, epoch: 13/30, loss: 2.0628, acc: 0.7794
(TESTING) task: 0, epoch: 13/30, loss: 2.0624, acc: 0.7821
(TESTING) task: 0, epoch: 13/30, loss: 2.0621, acc: 0.7882
(TESTING) task: 0, epoch: 13/30, loss: 2.0641, acc: 0.7855
(TESTING) task: 0, epoch: 13/30, loss: 2.0653, acc: 0.7829
(TESTING) task: 0, epoch: 13/30, loss: 2.0647, acc: 0.7821
(TESTING) task: 0, epoch: 13/30, loss: 2.0654, acc: 0.7828
(TESTING) task: 0, epoch: 13/30, loss: 2.0673, acc: 0.7790
(TESTING) task: 0, epoch: 13/30, loss: 2.0652, acc: 0.7783
(TESTING) task: 0, epoch: 13/30, loss: 2.0629, acc: 0.7791
(TESTING) task: 0, epoch: 13/30, loss: 2.0621, acc: 0.7798
(TESTING) task: 0, epoch: 13/30, loss: 2.0602, acc: 0.7833
(TESTING) task: 0, epoch: 13/30, loss: 2.0619, acc: 0.7812
(TESTING) task: 0, epoch: 13/30, loss: 2.0610, acc: 0.7832
(TESTING) task: 0, epoch: 13/30, loss: 2.0604, acc: 0.7826
(TESTING) task: 0, epoch: 13/30, loss: 2.0591, acc: 0.7832
(TESTING) task: 0, epoch: 13/30, loss: 2.0583, acc: 0.7825
(TESTING) task: 0, epoch: 13/30, loss: 2.0589, acc: 0.7819
(TESTING) task: 0, epoch: 13/30, loss: 2.0605, acc: 0.7800
(TESTING) task: 0, epoch: 13/30, loss: 2.0608, acc: 0.7795
(TESTING) task: 0, epoch: 13/30, loss: 2.0614, acc: 0.7766
(TESTING) task: 0, epoch: 13/30, loss: 2.0600, acc: 0.7750
(TESTING) task: 0, epoch: 13/30, loss: 2.0600, acc: 0.7734
(TESTING) task: 0, epoch: 13/30, loss: 2.0586, acc: 0.7752
(TESTING) task: 0, epoch: 13/30, loss: 2.0583, acc: 0.7759
(TESTING) task: 0, epoch: 13/30, loss: 2.0577, acc: 0.7754
(TESTING) task: 0, epoch: 13/30, loss: 2.0566, acc: 0.7760
(TESTING) task: 0, epoch: 13/30, loss: 2.0552, acc: 0.7787
(TESTING) task: 0, epoch: 13/30, loss: 2.0565, acc: 0.7782
(TESTING) task: 0, epoch: 13/30, loss: 2.0566, acc: 0.7778
(TRAINING) task: 0, epoch: 14/30, loss: 2.0511, acc: 0.7891
(TRAINING) task: 0, epoch: 14/30, loss: 2.0603, acc: 0.7891
(TRAINING) task: 0, epoch: 14/30, loss: 2.0534, acc: 0.7917
(TRAINING) task: 0, epoch: 14/30, loss: 2.0529, acc: 0.7900
(TRAINING) task: 0, epoch: 14/30, loss: 2.0542, acc: 0.7914
(TRAINING) task: 0, epoch: 14/30, loss: 2.0545, acc: 0.7904
(TRAINING) task: 0, epoch: 14/30, loss: 2.0500, acc: 0.7952
(TRAINING) task: 0, epoch: 14/30, loss: 2.0486, acc: 0.7964
(TRAINING) task: 0, epoch: 14/30, loss: 2.0496, acc: 0.7934
(TRAINING) task: 0, epoch: 14/30, loss: 2.0490, acc: 0.7969
(TRAINING) task: 0, epoch: 14/30, loss: 2.0473, acc: 0.8011
(TRAINING) task: 0, epoch: 14/30, loss: 2.0473, acc: 0.7988
(TRAINING) task: 0, epoch: 14/30, loss: 2.0449, acc: 0.8020
(TRAINING) task: 0, epoch: 14/30, loss: 2.0431, acc: 0.8033
(TRAINING) task: 0, epoch: 14/30, loss: 2.0428, acc: 0.8034
(TRAINING) task: 0, epoch: 14/30, loss: 2.0421, acc: 0.8052
(TRAINING) task: 0, epoch: 14/30, loss: 2.0402, acc: 0.8058
(TRAINING) task: 0, epoch: 14/30, loss: 2.0415, acc: 0.8045
(TRAINING) task: 0, epoch: 14/30, loss: 2.0414, acc: 0.8043
(TRAINING) task: 0, epoch: 14/30, loss: 2.0412, acc: 0.8027
(TESTING) task: 0, epoch: 14/30, loss: 2.0417, acc: 0.6875
(TESTING) task: 0, epoch: 14/30, loss: 2.0229, acc: 0.7812
(TESTING) task: 0, epoch: 14/30, loss: 2.0371, acc: 0.7917
(TESTING) task: 0, epoch: 14/30, loss: 2.0507, acc: 0.8125
(TESTING) task: 0, epoch: 14/30, loss: 2.0362, acc: 0.7875
(TESTING) task: 0, epoch: 14/30, loss: 2.0402, acc: 0.7812
(TESTING) task: 0, epoch: 14/30, loss: 2.0490, acc: 0.7679
(TESTING) task: 0, epoch: 14/30, loss: 2.0408, acc: 0.7812
(TESTING) task: 0, epoch: 14/30, loss: 2.0330, acc: 0.7847
(TESTING) task: 0, epoch: 14/30, loss: 2.0322, acc: 0.7812
(TESTING) task: 0, epoch: 14/30, loss: 2.0359, acc: 0.7841
(TESTING) task: 0, epoch: 14/30, loss: 2.0360, acc: 0.7812
(TESTING) task: 0, epoch: 14/30, loss: 2.0319, acc: 0.7933
(TESTING) task: 0, epoch: 14/30, loss: 2.0328, acc: 0.7902
(TESTING) task: 0, epoch: 14/30, loss: 2.0396, acc: 0.7750
(TESTING) task: 0, epoch: 14/30, loss: 2.0418, acc: 0.7812
(TESTING) task: 0, epoch: 14/30, loss: 2.0436, acc: 0.7757
(TESTING) task: 0, epoch: 14/30, loss: 2.0438, acc: 0.7708
(TESTING) task: 0, epoch: 14/30, loss: 2.0390, acc: 0.7796
(TESTING) task: 0, epoch: 14/30, loss: 2.0411, acc: 0.7750
(TESTING) task: 0, epoch: 14/30, loss: 2.0386, acc: 0.7798
(TESTING) task: 0, epoch: 14/30, loss: 2.0343, acc: 0.7812
(TESTING) task: 0, epoch: 14/30, loss: 2.0314, acc: 0.7880
(TESTING) task: 0, epoch: 14/30, loss: 2.0317, acc: 0.7865
(TESTING) task: 0, epoch: 14/30, loss: 2.0285, acc: 0.7900
(TESTING) task: 0, epoch: 14/30, loss: 2.0308, acc: 0.7933
(TESTING) task: 0, epoch: 14/30, loss: 2.0337, acc: 0.7940
(TESTING) task: 0, epoch: 14/30, loss: 2.0310, acc: 0.7946
(TESTING) task: 0, epoch: 14/30, loss: 2.0297, acc: 0.7974
(TESTING) task: 0, epoch: 14/30, loss: 2.0297, acc: 0.7958
(TESTING) task: 0, epoch: 14/30, loss: 2.0298, acc: 0.7984
(TESTING) task: 0, epoch: 14/30, loss: 2.0313, acc: 0.7988
(TESTING) task: 0, epoch: 14/30, loss: 2.0331, acc: 0.7973
(TESTING) task: 0, epoch: 14/30, loss: 2.0368, acc: 0.7923
(TESTING) task: 0, epoch: 14/30, loss: 2.0371, acc: 0.7929
(TESTING) task: 0, epoch: 14/30, loss: 2.0354, acc: 0.7934
(TESTING) task: 0, epoch: 14/30, loss: 2.0356, acc: 0.7939
(TESTING) task: 0, epoch: 14/30, loss: 2.0333, acc: 0.7944
(TESTING) task: 0, epoch: 14/30, loss: 2.0338, acc: 0.7949
(TESTING) task: 0, epoch: 14/30, loss: 2.0330, acc: 0.7969
(TESTING) task: 0, epoch: 14/30, loss: 2.0350, acc: 0.7927
(TESTING) task: 0, epoch: 14/30, loss: 2.0349, acc: 0.7961
(TESTING) task: 0, epoch: 14/30, loss: 2.0337, acc: 0.7965
(TESTING) task: 0, epoch: 14/30, loss: 2.0326, acc: 0.7997
(TESTING) task: 0, epoch: 14/30, loss: 2.0323, acc: 0.8014
(TESTING) task: 0, epoch: 14/30, loss: 2.0342, acc: 0.7989
(TESTING) task: 0, epoch: 14/30, loss: 2.0337, acc: 0.8019
(TESTING) task: 0, epoch: 14/30, loss: 2.0346, acc: 0.8008
(TESTING) task: 0, epoch: 14/30, loss: 2.0342, acc: 0.7985
(TESTING) task: 0, epoch: 14/30, loss: 2.0349, acc: 0.7975
(TESTING) task: 0, epoch: 14/30, loss: 2.0351, acc: 0.7978
(TESTING) task: 0, epoch: 14/30, loss: 2.0344, acc: 0.8005
(TESTING) task: 0, epoch: 14/30, loss: 2.0347, acc: 0.8031
(TESTING) task: 0, epoch: 14/30, loss: 2.0353, acc: 0.8032
(TESTING) task: 0, epoch: 14/30, loss: 2.0370, acc: 0.8023
(TESTING) task: 0, epoch: 14/30, loss: 2.0367, acc: 0.8036
(TESTING) task: 0, epoch: 14/30, loss: 2.0352, acc: 0.8048
(TESTING) task: 0, epoch: 14/30, loss: 2.0351, acc: 0.8071
(TESTING) task: 0, epoch: 14/30, loss: 2.0350, acc: 0.8061
(TESTING) task: 0, epoch: 14/30, loss: 2.0356, acc: 0.8052
(TESTING) task: 0, epoch: 14/30, loss: 2.0364, acc: 0.8033
(TESTING) task: 0, epoch: 14/30, loss: 2.0366, acc: 0.8024
(TESTING) task: 0, epoch: 14/30, loss: 2.0356, acc: 0.8036
(TRAINING) task: 0, epoch: 15/30, loss: 2.0480, acc: 0.8203
(TRAINING) task: 0, epoch: 15/30, loss: 2.0372, acc: 0.8184
(TRAINING) task: 0, epoch: 15/30, loss: 2.0408, acc: 0.7995
(TRAINING) task: 0, epoch: 15/30, loss: 2.0432, acc: 0.8057
(TRAINING) task: 0, epoch: 15/30, loss: 2.0349, acc: 0.8047
(TRAINING) task: 0, epoch: 15/30, loss: 2.0296, acc: 0.8086
(TRAINING) task: 0, epoch: 15/30, loss: 2.0287, acc: 0.8147
(TRAINING) task: 0, epoch: 15/30, loss: 2.0272, acc: 0.8130
(TRAINING) task: 0, epoch: 15/30, loss: 2.0220, acc: 0.8190
(TRAINING) task: 0, epoch: 15/30, loss: 2.0214, acc: 0.8203
(TRAINING) task: 0, epoch: 15/30, loss: 2.0205, acc: 0.8214
(TRAINING) task: 0, epoch: 15/30, loss: 2.0214, acc: 0.8203
(TRAINING) task: 0, epoch: 15/30, loss: 2.0229, acc: 0.8194
(TRAINING) task: 0, epoch: 15/30, loss: 2.0222, acc: 0.8192
(TRAINING) task: 0, epoch: 15/30, loss: 2.0219, acc: 0.8214
(TRAINING) task: 0, epoch: 15/30, loss: 2.0222, acc: 0.8208
(TRAINING) task: 0, epoch: 15/30, loss: 2.0222, acc: 0.8205
(TRAINING) task: 0, epoch: 15/30, loss: 2.0223, acc: 0.8203
(TRAINING) task: 0, epoch: 15/30, loss: 2.0219, acc: 0.8220
(TRAINING) task: 0, epoch: 15/30, loss: 2.0205, acc: 0.8220
(TESTING) task: 0, epoch: 15/30, loss: 2.0421, acc: 0.8125
(TESTING) task: 0, epoch: 15/30, loss: 2.0899, acc: 0.7812
(TESTING) task: 0, epoch: 15/30, loss: 2.0475, acc: 0.8333
(TESTING) task: 0, epoch: 15/30, loss: 2.0306, acc: 0.8438
(TESTING) task: 0, epoch: 15/30, loss: 2.0268, acc: 0.8500
(TESTING) task: 0, epoch: 15/30, loss: 2.0246, acc: 0.8229
(TESTING) task: 0, epoch: 15/30, loss: 2.0255, acc: 0.8304
(TESTING) task: 0, epoch: 15/30, loss: 2.0154, acc: 0.8516
(TESTING) task: 0, epoch: 15/30, loss: 2.0258, acc: 0.8333
(TESTING) task: 0, epoch: 15/30, loss: 2.0251, acc: 0.8375
(TESTING) task: 0, epoch: 15/30, loss: 2.0249, acc: 0.8352
(TESTING) task: 0, epoch: 15/30, loss: 2.0284, acc: 0.8385
(TESTING) task: 0, epoch: 15/30, loss: 2.0287, acc: 0.8317
(TESTING) task: 0, epoch: 15/30, loss: 2.0260, acc: 0.8348
(TESTING) task: 0, epoch: 15/30, loss: 2.0267, acc: 0.8292
(TESTING) task: 0, epoch: 15/30, loss: 2.0221, acc: 0.8320
(TESTING) task: 0, epoch: 15/30, loss: 2.0297, acc: 0.8162
(TESTING) task: 0, epoch: 15/30, loss: 2.0297, acc: 0.8160
(TESTING) task: 0, epoch: 15/30, loss: 2.0274, acc: 0.8224
(TESTING) task: 0, epoch: 15/30, loss: 2.0248, acc: 0.8250
(TESTING) task: 0, epoch: 15/30, loss: 2.0217, acc: 0.8274
(TESTING) task: 0, epoch: 15/30, loss: 2.0240, acc: 0.8182
(TESTING) task: 0, epoch: 15/30, loss: 2.0202, acc: 0.8207
(TESTING) task: 0, epoch: 15/30, loss: 2.0208, acc: 0.8151
(TESTING) task: 0, epoch: 15/30, loss: 2.0240, acc: 0.8225
(TESTING) task: 0, epoch: 15/30, loss: 2.0250, acc: 0.8221
(TESTING) task: 0, epoch: 15/30, loss: 2.0244, acc: 0.8171
(TESTING) task: 0, epoch: 15/30, loss: 2.0249, acc: 0.8170
(TESTING) task: 0, epoch: 15/30, loss: 2.0218, acc: 0.8233
(TESTING) task: 0, epoch: 15/30, loss: 2.0180, acc: 0.8271
(TESTING) task: 0, epoch: 15/30, loss: 2.0177, acc: 0.8286
(TESTING) task: 0, epoch: 15/30, loss: 2.0158, acc: 0.8301
(TESTING) task: 0, epoch: 15/30, loss: 2.0163, acc: 0.8314
(TESTING) task: 0, epoch: 15/30, loss: 2.0160, acc: 0.8309
(TESTING) task: 0, epoch: 15/30, loss: 2.0182, acc: 0.8250
(TESTING) task: 0, epoch: 15/30, loss: 2.0189, acc: 0.8229
(TESTING) task: 0, epoch: 15/30, loss: 2.0204, acc: 0.8209
(TESTING) task: 0, epoch: 15/30, loss: 2.0188, acc: 0.8240
(TESTING) task: 0, epoch: 15/30, loss: 2.0199, acc: 0.8221
(TESTING) task: 0, epoch: 15/30, loss: 2.0205, acc: 0.8250
(TESTING) task: 0, epoch: 15/30, loss: 2.0221, acc: 0.8262
(TESTING) task: 0, epoch: 15/30, loss: 2.0209, acc: 0.8289
(TESTING) task: 0, epoch: 15/30, loss: 2.0189, acc: 0.8328
(TESTING) task: 0, epoch: 15/30, loss: 2.0190, acc: 0.8338
(TESTING) task: 0, epoch: 15/30, loss: 2.0197, acc: 0.8319
(TESTING) task: 0, epoch: 15/30, loss: 2.0193, acc: 0.8302
(TESTING) task: 0, epoch: 15/30, loss: 2.0182, acc: 0.8324
(TESTING) task: 0, epoch: 15/30, loss: 2.0182, acc: 0.8320
(TESTING) task: 0, epoch: 15/30, loss: 2.0195, acc: 0.8304
(TESTING) task: 0, epoch: 15/30, loss: 2.0167, acc: 0.8325
(TESTING) task: 0, epoch: 15/30, loss: 2.0178, acc: 0.8309
(TESTING) task: 0, epoch: 15/30, loss: 2.0178, acc: 0.8293
(TESTING) task: 0, epoch: 15/30, loss: 2.0182, acc: 0.8278
(TESTING) task: 0, epoch: 15/30, loss: 2.0171, acc: 0.8287
(TESTING) task: 0, epoch: 15/30, loss: 2.0175, acc: 0.8284
(TESTING) task: 0, epoch: 15/30, loss: 2.0174, acc: 0.8281
(TESTING) task: 0, epoch: 15/30, loss: 2.0180, acc: 0.8279
(TESTING) task: 0, epoch: 15/30, loss: 2.0178, acc: 0.8287
(TESTING) task: 0, epoch: 15/30, loss: 2.0155, acc: 0.8294
(TESTING) task: 0, epoch: 15/30, loss: 2.0142, acc: 0.8313
(TESTING) task: 0, epoch: 15/30, loss: 2.0155, acc: 0.8268
(TESTING) task: 0, epoch: 15/30, loss: 2.0161, acc: 0.8266
(TESTING) task: 0, epoch: 15/30, loss: 2.0186, acc: 0.8254
(TRAINING) task: 0, epoch: 16/30, loss: 2.0322, acc: 0.8242
(TRAINING) task: 0, epoch: 16/30, loss: 2.0240, acc: 0.8223
(TRAINING) task: 0, epoch: 16/30, loss: 2.0162, acc: 0.8203
(TRAINING) task: 0, epoch: 16/30, loss: 2.0163, acc: 0.8262
(TRAINING) task: 0, epoch: 16/30, loss: 2.0121, acc: 0.8313
(TRAINING) task: 0, epoch: 16/30, loss: 2.0114, acc: 0.8333
(TRAINING) task: 0, epoch: 16/30, loss: 2.0081, acc: 0.8376
(TRAINING) task: 0, epoch: 16/30, loss: 2.0072, acc: 0.8403
(TRAINING) task: 0, epoch: 16/30, loss: 2.0073, acc: 0.8372
(TRAINING) task: 0, epoch: 16/30, loss: 2.0065, acc: 0.8414
(TRAINING) task: 0, epoch: 16/30, loss: 2.0070, acc: 0.8413
(TRAINING) task: 0, epoch: 16/30, loss: 2.0071, acc: 0.8385
(TRAINING) task: 0, epoch: 16/30, loss: 2.0074, acc: 0.8374
(TRAINING) task: 0, epoch: 16/30, loss: 2.0061, acc: 0.8404
(TRAINING) task: 0, epoch: 16/30, loss: 2.0040, acc: 0.8409
(TRAINING) task: 0, epoch: 16/30, loss: 2.0034, acc: 0.8396
(TRAINING) task: 0, epoch: 16/30, loss: 2.0053, acc: 0.8369
(TRAINING) task: 0, epoch: 16/30, loss: 2.0032, acc: 0.8388
(TRAINING) task: 0, epoch: 16/30, loss: 2.0023, acc: 0.8398
(TRAINING) task: 0, epoch: 16/30, loss: 2.0024, acc: 0.8398
(TESTING) task: 0, epoch: 16/30, loss: 1.9684, acc: 0.7500
(TESTING) task: 0, epoch: 16/30, loss: 1.9926, acc: 0.8125
(TESTING) task: 0, epoch: 16/30, loss: 1.9924, acc: 0.8125
(TESTING) task: 0, epoch: 16/30, loss: 2.0106, acc: 0.8125
(TESTING) task: 0, epoch: 16/30, loss: 2.0071, acc: 0.8125
(TESTING) task: 0, epoch: 16/30, loss: 1.9909, acc: 0.8229
(TESTING) task: 0, epoch: 16/30, loss: 1.9837, acc: 0.8393
(TESTING) task: 0, epoch: 16/30, loss: 1.9827, acc: 0.8516
(TESTING) task: 0, epoch: 16/30, loss: 1.9912, acc: 0.8403
(TESTING) task: 0, epoch: 16/30, loss: 1.9982, acc: 0.8500
(TESTING) task: 0, epoch: 16/30, loss: 1.9957, acc: 0.8523
(TESTING) task: 0, epoch: 16/30, loss: 1.9996, acc: 0.8490
(TESTING) task: 0, epoch: 16/30, loss: 1.9973, acc: 0.8510
(TESTING) task: 0, epoch: 16/30, loss: 1.9998, acc: 0.8527
(TESTING) task: 0, epoch: 16/30, loss: 2.0011, acc: 0.8500
(TESTING) task: 0, epoch: 16/30, loss: 2.0036, acc: 0.8477
(TESTING) task: 0, epoch: 16/30, loss: 2.0102, acc: 0.8346
(TESTING) task: 0, epoch: 16/30, loss: 2.0114, acc: 0.8333
(TESTING) task: 0, epoch: 16/30, loss: 2.0102, acc: 0.8355
(TESTING) task: 0, epoch: 16/30, loss: 2.0090, acc: 0.8406
(TESTING) task: 0, epoch: 16/30, loss: 2.0065, acc: 0.8423
(TESTING) task: 0, epoch: 16/30, loss: 2.0083, acc: 0.8381
(TESTING) task: 0, epoch: 16/30, loss: 2.0121, acc: 0.8315
(TESTING) task: 0, epoch: 16/30, loss: 2.0117, acc: 0.8359
(TESTING) task: 0, epoch: 16/30, loss: 2.0115, acc: 0.8350
(TESTING) task: 0, epoch: 16/30, loss: 2.0130, acc: 0.8341
(TESTING) task: 0, epoch: 16/30, loss: 2.0137, acc: 0.8264
(TESTING) task: 0, epoch: 16/30, loss: 2.0155, acc: 0.8281
(TESTING) task: 0, epoch: 16/30, loss: 2.0149, acc: 0.8319
(TESTING) task: 0, epoch: 16/30, loss: 2.0134, acc: 0.8333
(TESTING) task: 0, epoch: 16/30, loss: 2.0146, acc: 0.8327
(TESTING) task: 0, epoch: 16/30, loss: 2.0105, acc: 0.8340
(TESTING) task: 0, epoch: 16/30, loss: 2.0086, acc: 0.8390
(TESTING) task: 0, epoch: 16/30, loss: 2.0093, acc: 0.8382
(TESTING) task: 0, epoch: 16/30, loss: 2.0105, acc: 0.8375
(TESTING) task: 0, epoch: 16/30, loss: 2.0105, acc: 0.8385
(TESTING) task: 0, epoch: 16/30, loss: 2.0103, acc: 0.8378
(TESTING) task: 0, epoch: 16/30, loss: 2.0082, acc: 0.8372
(TESTING) task: 0, epoch: 16/30, loss: 2.0072, acc: 0.8365
(TESTING) task: 0, epoch: 16/30, loss: 2.0063, acc: 0.8359
(TESTING) task: 0, epoch: 16/30, loss: 2.0054, acc: 0.8354
(TESTING) task: 0, epoch: 16/30, loss: 2.0072, acc: 0.8333
(TESTING) task: 0, epoch: 16/30, loss: 2.0051, acc: 0.8328
(TESTING) task: 0, epoch: 16/30, loss: 2.0041, acc: 0.8352
(TESTING) task: 0, epoch: 16/30, loss: 2.0040, acc: 0.8347
(TESTING) task: 0, epoch: 16/30, loss: 2.0016, acc: 0.8356
(TESTING) task: 0, epoch: 16/30, loss: 2.0015, acc: 0.8378
(TESTING) task: 0, epoch: 16/30, loss: 2.0017, acc: 0.8385
(TESTING) task: 0, epoch: 16/30, loss: 2.0028, acc: 0.8380
(TESTING) task: 0, epoch: 16/30, loss: 2.0024, acc: 0.8387
(TESTING) task: 0, epoch: 16/30, loss: 2.0025, acc: 0.8407
(TESTING) task: 0, epoch: 16/30, loss: 2.0008, acc: 0.8425
(TESTING) task: 0, epoch: 16/30, loss: 2.0005, acc: 0.8455
(TESTING) task: 0, epoch: 16/30, loss: 2.0015, acc: 0.8449
(TESTING) task: 0, epoch: 16/30, loss: 2.0024, acc: 0.8455
(TESTING) task: 0, epoch: 16/30, loss: 2.0030, acc: 0.8438
(TESTING) task: 0, epoch: 16/30, loss: 2.0032, acc: 0.8410
(TESTING) task: 0, epoch: 16/30, loss: 2.0020, acc: 0.8416
(TESTING) task: 0, epoch: 16/30, loss: 2.0013, acc: 0.8432
(TESTING) task: 0, epoch: 16/30, loss: 1.9997, acc: 0.8448
(TESTING) task: 0, epoch: 16/30, loss: 1.9997, acc: 0.8473
(TESTING) task: 0, epoch: 16/30, loss: 2.0006, acc: 0.8468
(TESTING) task: 0, epoch: 16/30, loss: 1.9976, acc: 0.8472
(TRAINING) task: 0, epoch: 17/30, loss: 2.0168, acc: 0.8516
(TRAINING) task: 0, epoch: 17/30, loss: 1.9955, acc: 0.8516
(TRAINING) task: 0, epoch: 17/30, loss: 1.9965, acc: 0.8542
(TRAINING) task: 0, epoch: 17/30, loss: 1.9915, acc: 0.8447
(TRAINING) task: 0, epoch: 17/30, loss: 1.9926, acc: 0.8500
(TRAINING) task: 0, epoch: 17/30, loss: 1.9882, acc: 0.8561
(TRAINING) task: 0, epoch: 17/30, loss: 1.9883, acc: 0.8510
(TRAINING) task: 0, epoch: 17/30, loss: 1.9867, acc: 0.8550
(TRAINING) task: 0, epoch: 17/30, loss: 1.9871, acc: 0.8550
(TRAINING) task: 0, epoch: 17/30, loss: 1.9845, acc: 0.8598
(TRAINING) task: 0, epoch: 17/30, loss: 1.9846, acc: 0.8612
(TRAINING) task: 0, epoch: 17/30, loss: 1.9842, acc: 0.8623
(TRAINING) task: 0, epoch: 17/30, loss: 1.9848, acc: 0.8606
(TRAINING) task: 0, epoch: 17/30, loss: 1.9838, acc: 0.8619
(TRAINING) task: 0, epoch: 17/30, loss: 1.9853, acc: 0.8609
(TRAINING) task: 0, epoch: 17/30, loss: 1.9857, acc: 0.8586
(TRAINING) task: 0, epoch: 17/30, loss: 1.9833, acc: 0.8603
(TRAINING) task: 0, epoch: 17/30, loss: 1.9835, acc: 0.8592
(TRAINING) task: 0, epoch: 17/30, loss: 1.9825, acc: 0.8600
(TRAINING) task: 0, epoch: 17/30, loss: 1.9836, acc: 0.8574
(TESTING) task: 0, epoch: 17/30, loss: 1.9319, acc: 0.9375
(TESTING) task: 0, epoch: 17/30, loss: 1.9581, acc: 0.9375
(TESTING) task: 0, epoch: 17/30, loss: 1.9558, acc: 0.9375
(TESTING) task: 0, epoch: 17/30, loss: 1.9871, acc: 0.8906
(TESTING) task: 0, epoch: 17/30, loss: 2.0017, acc: 0.8625
(TESTING) task: 0, epoch: 17/30, loss: 1.9920, acc: 0.8542
(TESTING) task: 0, epoch: 17/30, loss: 1.9976, acc: 0.8482
(TESTING) task: 0, epoch: 17/30, loss: 1.9999, acc: 0.8594
(TESTING) task: 0, epoch: 17/30, loss: 1.9982, acc: 0.8611
(TESTING) task: 0, epoch: 17/30, loss: 1.9913, acc: 0.8750
(TESTING) task: 0, epoch: 17/30, loss: 1.9942, acc: 0.8636
(TESTING) task: 0, epoch: 17/30, loss: 1.9896, acc: 0.8698
(TESTING) task: 0, epoch: 17/30, loss: 1.9885, acc: 0.8654
(TESTING) task: 0, epoch: 17/30, loss: 1.9825, acc: 0.8616
(TESTING) task: 0, epoch: 17/30, loss: 1.9818, acc: 0.8625
(TESTING) task: 0, epoch: 17/30, loss: 1.9838, acc: 0.8594
(TESTING) task: 0, epoch: 17/30, loss: 1.9861, acc: 0.8640
(TESTING) task: 0, epoch: 17/30, loss: 1.9913, acc: 0.8611
(TESTING) task: 0, epoch: 17/30, loss: 1.9901, acc: 0.8618
(TESTING) task: 0, epoch: 17/30, loss: 1.9922, acc: 0.8594
(TESTING) task: 0, epoch: 17/30, loss: 1.9877, acc: 0.8571
(TESTING) task: 0, epoch: 17/30, loss: 1.9834, acc: 0.8636
(TESTING) task: 0, epoch: 17/30, loss: 1.9807, acc: 0.8696
(TESTING) task: 0, epoch: 17/30, loss: 1.9841, acc: 0.8672
(TESTING) task: 0, epoch: 17/30, loss: 1.9866, acc: 0.8675
(TESTING) task: 0, epoch: 17/30, loss: 1.9881, acc: 0.8654
(TESTING) task: 0, epoch: 17/30, loss: 1.9878, acc: 0.8657
(TESTING) task: 0, epoch: 17/30, loss: 1.9869, acc: 0.8705
(TESTING) task: 0, epoch: 17/30, loss: 1.9856, acc: 0.8685
(TESTING) task: 0, epoch: 17/30, loss: 1.9889, acc: 0.8625
(TESTING) task: 0, epoch: 17/30, loss: 1.9888, acc: 0.8569
(TESTING) task: 0, epoch: 17/30, loss: 1.9895, acc: 0.8574
(TESTING) task: 0, epoch: 17/30, loss: 1.9906, acc: 0.8580
(TESTING) task: 0, epoch: 17/30, loss: 1.9925, acc: 0.8548
(TESTING) task: 0, epoch: 17/30, loss: 1.9930, acc: 0.8518
(TESTING) task: 0, epoch: 17/30, loss: 1.9923, acc: 0.8524
(TESTING) task: 0, epoch: 17/30, loss: 1.9928, acc: 0.8530
(TESTING) task: 0, epoch: 17/30, loss: 1.9948, acc: 0.8487
(TESTING) task: 0, epoch: 17/30, loss: 1.9945, acc: 0.8462
(TESTING) task: 0, epoch: 17/30, loss: 1.9960, acc: 0.8422
(TESTING) task: 0, epoch: 17/30, loss: 1.9953, acc: 0.8415
(TESTING) task: 0, epoch: 17/30, loss: 1.9969, acc: 0.8423
(TESTING) task: 0, epoch: 17/30, loss: 1.9949, acc: 0.8430
(TESTING) task: 0, epoch: 17/30, loss: 1.9934, acc: 0.8452
(TESTING) task: 0, epoch: 17/30, loss: 1.9915, acc: 0.8458
(TESTING) task: 0, epoch: 17/30, loss: 1.9927, acc: 0.8451
(TESTING) task: 0, epoch: 17/30, loss: 1.9923, acc: 0.8444
(TESTING) task: 0, epoch: 17/30, loss: 1.9914, acc: 0.8464
(TESTING) task: 0, epoch: 17/30, loss: 1.9911, acc: 0.8495
(TESTING) task: 0, epoch: 17/30, loss: 1.9889, acc: 0.8512
(TESTING) task: 0, epoch: 17/30, loss: 1.9884, acc: 0.8529
(TESTING) task: 0, epoch: 17/30, loss: 1.9885, acc: 0.8522
(TESTING) task: 0, epoch: 17/30, loss: 1.9868, acc: 0.8502
(TESTING) task: 0, epoch: 17/30, loss: 1.9883, acc: 0.8495
(TESTING) task: 0, epoch: 17/30, loss: 1.9866, acc: 0.8500
(TESTING) task: 0, epoch: 17/30, loss: 1.9847, acc: 0.8516
(TESTING) task: 0, epoch: 17/30, loss: 1.9838, acc: 0.8542
(TESTING) task: 0, epoch: 17/30, loss: 1.9843, acc: 0.8534
(TESTING) task: 0, epoch: 17/30, loss: 1.9833, acc: 0.8549
(TESTING) task: 0, epoch: 17/30, loss: 1.9843, acc: 0.8542
(TESTING) task: 0, epoch: 17/30, loss: 1.9826, acc: 0.8566
(TESTING) task: 0, epoch: 17/30, loss: 1.9817, acc: 0.8579
(TESTING) task: 0, epoch: 17/30, loss: 1.9806, acc: 0.8542
(TRAINING) task: 0, epoch: 18/30, loss: 1.9952, acc: 0.8633
(TRAINING) task: 0, epoch: 18/30, loss: 1.9841, acc: 0.8711
(TRAINING) task: 0, epoch: 18/30, loss: 1.9734, acc: 0.8711
(TRAINING) task: 0, epoch: 18/30, loss: 1.9770, acc: 0.8691
(TRAINING) task: 0, epoch: 18/30, loss: 1.9788, acc: 0.8672
(TRAINING) task: 0, epoch: 18/30, loss: 1.9732, acc: 0.8743
(TRAINING) task: 0, epoch: 18/30, loss: 1.9720, acc: 0.8739
(TRAINING) task: 0, epoch: 18/30, loss: 1.9707, acc: 0.8726
(TRAINING) task: 0, epoch: 18/30, loss: 1.9714, acc: 0.8750
(TRAINING) task: 0, epoch: 18/30, loss: 1.9711, acc: 0.8734
(TRAINING) task: 0, epoch: 18/30, loss: 1.9719, acc: 0.8683
(TRAINING) task: 0, epoch: 18/30, loss: 1.9703, acc: 0.8678
(TRAINING) task: 0, epoch: 18/30, loss: 1.9718, acc: 0.8690
(TRAINING) task: 0, epoch: 18/30, loss: 1.9704, acc: 0.8689
(TRAINING) task: 0, epoch: 18/30, loss: 1.9702, acc: 0.8688
(TRAINING) task: 0, epoch: 18/30, loss: 1.9697, acc: 0.8679
(TRAINING) task: 0, epoch: 18/30, loss: 1.9701, acc: 0.8699
(TRAINING) task: 0, epoch: 18/30, loss: 1.9693, acc: 0.8694
(TRAINING) task: 0, epoch: 18/30, loss: 1.9674, acc: 0.8699
(TRAINING) task: 0, epoch: 18/30, loss: 1.9665, acc: 0.8709
(TESTING) task: 0, epoch: 18/30, loss: 1.9271, acc: 0.8750
(TESTING) task: 0, epoch: 18/30, loss: 1.9485, acc: 0.8750
(TESTING) task: 0, epoch: 18/30, loss: 1.9391, acc: 0.8333
(TESTING) task: 0, epoch: 18/30, loss: 1.9689, acc: 0.7969
(TESTING) task: 0, epoch: 18/30, loss: 1.9626, acc: 0.8250
(TESTING) task: 0, epoch: 18/30, loss: 1.9571, acc: 0.8438
(TESTING) task: 0, epoch: 18/30, loss: 1.9661, acc: 0.8304
(TESTING) task: 0, epoch: 18/30, loss: 1.9691, acc: 0.8203
(TESTING) task: 0, epoch: 18/30, loss: 1.9662, acc: 0.8264
(TESTING) task: 0, epoch: 18/30, loss: 1.9457, acc: 0.8438
(TESTING) task: 0, epoch: 18/30, loss: 1.9483, acc: 0.8466
(TESTING) task: 0, epoch: 18/30, loss: 1.9577, acc: 0.8385
(TESTING) task: 0, epoch: 18/30, loss: 1.9607, acc: 0.8365
(TESTING) task: 0, epoch: 18/30, loss: 1.9619, acc: 0.8393
(TESTING) task: 0, epoch: 18/30, loss: 1.9591, acc: 0.8500
(TESTING) task: 0, epoch: 18/30, loss: 1.9607, acc: 0.8398
(TESTING) task: 0, epoch: 18/30, loss: 1.9616, acc: 0.8382
(TESTING) task: 0, epoch: 18/30, loss: 1.9581, acc: 0.8472
(TESTING) task: 0, epoch: 18/30, loss: 1.9580, acc: 0.8520
(TESTING) task: 0, epoch: 18/30, loss: 1.9593, acc: 0.8531
(TESTING) task: 0, epoch: 18/30, loss: 1.9596, acc: 0.8542
(TESTING) task: 0, epoch: 18/30, loss: 1.9641, acc: 0.8580
(TESTING) task: 0, epoch: 18/30, loss: 1.9666, acc: 0.8560
(TESTING) task: 0, epoch: 18/30, loss: 1.9598, acc: 0.8620
(TESTING) task: 0, epoch: 18/30, loss: 1.9615, acc: 0.8600
(TESTING) task: 0, epoch: 18/30, loss: 1.9611, acc: 0.8558
(TESTING) task: 0, epoch: 18/30, loss: 1.9624, acc: 0.8565
(TESTING) task: 0, epoch: 18/30, loss: 1.9616, acc: 0.8616
(TESTING) task: 0, epoch: 18/30, loss: 1.9640, acc: 0.8599
(TESTING) task: 0, epoch: 18/30, loss: 1.9650, acc: 0.8625
(TESTING) task: 0, epoch: 18/30, loss: 1.9633, acc: 0.8629
(TESTING) task: 0, epoch: 18/30, loss: 1.9634, acc: 0.8594
(TESTING) task: 0, epoch: 18/30, loss: 1.9630, acc: 0.8580
(TESTING) task: 0, epoch: 18/30, loss: 1.9629, acc: 0.8585
(TESTING) task: 0, epoch: 18/30, loss: 1.9644, acc: 0.8589
(TESTING) task: 0, epoch: 18/30, loss: 1.9637, acc: 0.8611
(TESTING) task: 0, epoch: 18/30, loss: 1.9623, acc: 0.8598
(TESTING) task: 0, epoch: 18/30, loss: 1.9606, acc: 0.8635
(TESTING) task: 0, epoch: 18/30, loss: 1.9615, acc: 0.8638
(TESTING) task: 0, epoch: 18/30, loss: 1.9635, acc: 0.8641
(TESTING) task: 0, epoch: 18/30, loss: 1.9625, acc: 0.8659
(TESTING) task: 0, epoch: 18/30, loss: 1.9630, acc: 0.8646
(TESTING) task: 0, epoch: 18/30, loss: 1.9616, acc: 0.8677
(TESTING) task: 0, epoch: 18/30, loss: 1.9633, acc: 0.8651
(TESTING) task: 0, epoch: 18/30, loss: 1.9637, acc: 0.8625
(TESTING) task: 0, epoch: 18/30, loss: 1.9647, acc: 0.8587
(TESTING) task: 0, epoch: 18/30, loss: 1.9642, acc: 0.8577
(TESTING) task: 0, epoch: 18/30, loss: 1.9632, acc: 0.8568
(TESTING) task: 0, epoch: 18/30, loss: 1.9634, acc: 0.8584
(TESTING) task: 0, epoch: 18/30, loss: 1.9640, acc: 0.8575
(TESTING) task: 0, epoch: 18/30, loss: 1.9613, acc: 0.8603
(TESTING) task: 0, epoch: 18/30, loss: 1.9619, acc: 0.8606
(TESTING) task: 0, epoch: 18/30, loss: 1.9622, acc: 0.8608
(TESTING) task: 0, epoch: 18/30, loss: 1.9624, acc: 0.8634
(TESTING) task: 0, epoch: 18/30, loss: 1.9650, acc: 0.8602
(TESTING) task: 0, epoch: 18/30, loss: 1.9632, acc: 0.8616
(TESTING) task: 0, epoch: 18/30, loss: 1.9624, acc: 0.8618
(TESTING) task: 0, epoch: 18/30, loss: 1.9625, acc: 0.8621
(TESTING) task: 0, epoch: 18/30, loss: 1.9644, acc: 0.8612
(TESTING) task: 0, epoch: 18/30, loss: 1.9640, acc: 0.8635
(TESTING) task: 0, epoch: 18/30, loss: 1.9659, acc: 0.8607
(TESTING) task: 0, epoch: 18/30, loss: 1.9666, acc: 0.8619
(TESTING) task: 0, epoch: 18/30, loss: 1.9656, acc: 0.8641
(TRAINING) task: 0, epoch: 19/30, loss: 1.9691, acc: 0.8711
(TRAINING) task: 0, epoch: 19/30, loss: 1.9659, acc: 0.8633
(TRAINING) task: 0, epoch: 19/30, loss: 1.9556, acc: 0.8763
(TRAINING) task: 0, epoch: 19/30, loss: 1.9595, acc: 0.8789
(TRAINING) task: 0, epoch: 19/30, loss: 1.9594, acc: 0.8773
(TRAINING) task: 0, epoch: 19/30, loss: 1.9531, acc: 0.8796
(TRAINING) task: 0, epoch: 19/30, loss: 1.9540, acc: 0.8750
(TRAINING) task: 0, epoch: 19/30, loss: 1.9519, acc: 0.8765
(TRAINING) task: 0, epoch: 19/30, loss: 1.9550, acc: 0.8750
(TRAINING) task: 0, epoch: 19/30, loss: 1.9554, acc: 0.8738
(TRAINING) task: 0, epoch: 19/30, loss: 1.9546, acc: 0.8754
(TRAINING) task: 0, epoch: 19/30, loss: 1.9530, acc: 0.8753
(TRAINING) task: 0, epoch: 19/30, loss: 1.9526, acc: 0.8759
(TRAINING) task: 0, epoch: 19/30, loss: 1.9547, acc: 0.8728
(TRAINING) task: 0, epoch: 19/30, loss: 1.9548, acc: 0.8708
(TRAINING) task: 0, epoch: 19/30, loss: 1.9543, acc: 0.8701
(TRAINING) task: 0, epoch: 19/30, loss: 1.9530, acc: 0.8713
(TRAINING) task: 0, epoch: 19/30, loss: 1.9531, acc: 0.8696
(TRAINING) task: 0, epoch: 19/30, loss: 1.9519, acc: 0.8699
(TRAINING) task: 0, epoch: 19/30, loss: 1.9512, acc: 0.8716
(TESTING) task: 0, epoch: 19/30, loss: 1.9965, acc: 0.8750
(TESTING) task: 0, epoch: 19/30, loss: 1.9717, acc: 0.9375
(TESTING) task: 0, epoch: 19/30, loss: 1.9950, acc: 0.8750
(TESTING) task: 0, epoch: 19/30, loss: 1.9676, acc: 0.8906
(TESTING) task: 0, epoch: 19/30, loss: 1.9516, acc: 0.9000
(TESTING) task: 0, epoch: 19/30, loss: 1.9515, acc: 0.9062
(TESTING) task: 0, epoch: 19/30, loss: 1.9473, acc: 0.9018
(TESTING) task: 0, epoch: 19/30, loss: 1.9569, acc: 0.8828
(TESTING) task: 0, epoch: 19/30, loss: 1.9642, acc: 0.8750
(TESTING) task: 0, epoch: 19/30, loss: 1.9652, acc: 0.8625
(TESTING) task: 0, epoch: 19/30, loss: 1.9643, acc: 0.8693
(TESTING) task: 0, epoch: 19/30, loss: 1.9663, acc: 0.8594
(TESTING) task: 0, epoch: 19/30, loss: 1.9596, acc: 0.8606
(TESTING) task: 0, epoch: 19/30, loss: 1.9633, acc: 0.8571
(TESTING) task: 0, epoch: 19/30, loss: 1.9565, acc: 0.8583
(TESTING) task: 0, epoch: 19/30, loss: 1.9595, acc: 0.8555
(TESTING) task: 0, epoch: 19/30, loss: 1.9542, acc: 0.8529
(TESTING) task: 0, epoch: 19/30, loss: 1.9563, acc: 0.8542
(TESTING) task: 0, epoch: 19/30, loss: 1.9531, acc: 0.8586
(TESTING) task: 0, epoch: 19/30, loss: 1.9584, acc: 0.8469
(TESTING) task: 0, epoch: 19/30, loss: 1.9594, acc: 0.8482
(TESTING) task: 0, epoch: 19/30, loss: 1.9572, acc: 0.8438
(TESTING) task: 0, epoch: 19/30, loss: 1.9593, acc: 0.8397
(TESTING) task: 0, epoch: 19/30, loss: 1.9621, acc: 0.8385
(TESTING) task: 0, epoch: 19/30, loss: 1.9612, acc: 0.8375
(TESTING) task: 0, epoch: 19/30, loss: 1.9633, acc: 0.8389
(TESTING) task: 0, epoch: 19/30, loss: 1.9632, acc: 0.8380
(TESTING) task: 0, epoch: 19/30, loss: 1.9609, acc: 0.8393
(TESTING) task: 0, epoch: 19/30, loss: 1.9568, acc: 0.8427
(TESTING) task: 0, epoch: 19/30, loss: 1.9532, acc: 0.8458
(TESTING) task: 0, epoch: 19/30, loss: 1.9510, acc: 0.8508
(TESTING) task: 0, epoch: 19/30, loss: 1.9541, acc: 0.8438
(TESTING) task: 0, epoch: 19/30, loss: 1.9565, acc: 0.8447
(TESTING) task: 0, epoch: 19/30, loss: 1.9525, acc: 0.8474
(TESTING) task: 0, epoch: 19/30, loss: 1.9547, acc: 0.8464
(TESTING) task: 0, epoch: 19/30, loss: 1.9555, acc: 0.8472
(TESTING) task: 0, epoch: 19/30, loss: 1.9561, acc: 0.8446
(TESTING) task: 0, epoch: 19/30, loss: 1.9558, acc: 0.8470
(TESTING) task: 0, epoch: 19/30, loss: 1.9556, acc: 0.8478
(TESTING) task: 0, epoch: 19/30, loss: 1.9518, acc: 0.8500
(TESTING) task: 0, epoch: 19/30, loss: 1.9519, acc: 0.8491
(TESTING) task: 0, epoch: 19/30, loss: 1.9520, acc: 0.8497
(TESTING) task: 0, epoch: 19/30, loss: 1.9526, acc: 0.8503
(TESTING) task: 0, epoch: 19/30, loss: 1.9530, acc: 0.8523
(TESTING) task: 0, epoch: 19/30, loss: 1.9518, acc: 0.8542
(TESTING) task: 0, epoch: 19/30, loss: 1.9518, acc: 0.8546
(TESTING) task: 0, epoch: 19/30, loss: 1.9505, acc: 0.8564
(TESTING) task: 0, epoch: 19/30, loss: 1.9509, acc: 0.8542
(TESTING) task: 0, epoch: 19/30, loss: 1.9514, acc: 0.8546
(TESTING) task: 0, epoch: 19/30, loss: 1.9497, acc: 0.8550
(TESTING) task: 0, epoch: 19/30, loss: 1.9492, acc: 0.8542
(TESTING) task: 0, epoch: 19/30, loss: 1.9493, acc: 0.8546
(TESTING) task: 0, epoch: 19/30, loss: 1.9478, acc: 0.8573
(TESTING) task: 0, epoch: 19/30, loss: 1.9496, acc: 0.8553
(TESTING) task: 0, epoch: 19/30, loss: 1.9497, acc: 0.8557
(TESTING) task: 0, epoch: 19/30, loss: 1.9512, acc: 0.8560
(TESTING) task: 0, epoch: 19/30, loss: 1.9520, acc: 0.8542
(TESTING) task: 0, epoch: 19/30, loss: 1.9508, acc: 0.8556
(TESTING) task: 0, epoch: 19/30, loss: 1.9509, acc: 0.8570
(TESTING) task: 0, epoch: 19/30, loss: 1.9511, acc: 0.8583
(TESTING) task: 0, epoch: 19/30, loss: 1.9493, acc: 0.8586
(TESTING) task: 0, epoch: 19/30, loss: 1.9487, acc: 0.8599
(TESTING) task: 0, epoch: 19/30, loss: 1.9501, acc: 0.8601
(TRAINING) task: 0, epoch: 20/30, loss: 1.9441, acc: 0.8711
(TRAINING) task: 0, epoch: 20/30, loss: 1.9492, acc: 0.8457
(TRAINING) task: 0, epoch: 20/30, loss: 1.9569, acc: 0.8438
(TRAINING) task: 0, epoch: 20/30, loss: 1.9492, acc: 0.8467
(TRAINING) task: 0, epoch: 20/30, loss: 1.9473, acc: 0.8492
(TRAINING) task: 0, epoch: 20/30, loss: 1.9457, acc: 0.8574
(TRAINING) task: 0, epoch: 20/30, loss: 1.9422, acc: 0.8644
(TRAINING) task: 0, epoch: 20/30, loss: 1.9426, acc: 0.8647
(TRAINING) task: 0, epoch: 20/30, loss: 1.9422, acc: 0.8650
(TRAINING) task: 0, epoch: 20/30, loss: 1.9412, acc: 0.8656
(TRAINING) task: 0, epoch: 20/30, loss: 1.9390, acc: 0.8697
(TRAINING) task: 0, epoch: 20/30, loss: 1.9395, acc: 0.8701
(TRAINING) task: 0, epoch: 20/30, loss: 1.9384, acc: 0.8690
(TRAINING) task: 0, epoch: 20/30, loss: 1.9377, acc: 0.8694
(TRAINING) task: 0, epoch: 20/30, loss: 1.9361, acc: 0.8693
(TRAINING) task: 0, epoch: 20/30, loss: 1.9343, acc: 0.8708
(TRAINING) task: 0, epoch: 20/30, loss: 1.9348, acc: 0.8699
(TRAINING) task: 0, epoch: 20/30, loss: 1.9351, acc: 0.8691
(TRAINING) task: 0, epoch: 20/30, loss: 1.9342, acc: 0.8705
(TRAINING) task: 0, epoch: 20/30, loss: 1.9364, acc: 0.8685
(TESTING) task: 0, epoch: 20/30, loss: 1.8555, acc: 0.8750
(TESTING) task: 0, epoch: 20/30, loss: 1.8872, acc: 0.9062
(TESTING) task: 0, epoch: 20/30, loss: 1.9103, acc: 0.8958
(TESTING) task: 0, epoch: 20/30, loss: 1.9037, acc: 0.8906
(TESTING) task: 0, epoch: 20/30, loss: 1.9060, acc: 0.9000
(TESTING) task: 0, epoch: 20/30, loss: 1.9170, acc: 0.8958
(TESTING) task: 0, epoch: 20/30, loss: 1.9163, acc: 0.8929
(TESTING) task: 0, epoch: 20/30, loss: 1.9193, acc: 0.8906
(TESTING) task: 0, epoch: 20/30, loss: 1.9254, acc: 0.8750
(TESTING) task: 0, epoch: 20/30, loss: 1.9191, acc: 0.8812
(TESTING) task: 0, epoch: 20/30, loss: 1.9195, acc: 0.8864
(TESTING) task: 0, epoch: 20/30, loss: 1.9249, acc: 0.8802
(TESTING) task: 0, epoch: 20/30, loss: 1.9306, acc: 0.8702
(TESTING) task: 0, epoch: 20/30, loss: 1.9258, acc: 0.8750
(TESTING) task: 0, epoch: 20/30, loss: 1.9275, acc: 0.8708
(TESTING) task: 0, epoch: 20/30, loss: 1.9307, acc: 0.8672
(TESTING) task: 0, epoch: 20/30, loss: 1.9335, acc: 0.8640
(TESTING) task: 0, epoch: 20/30, loss: 1.9348, acc: 0.8611
(TESTING) task: 0, epoch: 20/30, loss: 1.9355, acc: 0.8553
(TESTING) task: 0, epoch: 20/30, loss: 1.9283, acc: 0.8594
(TESTING) task: 0, epoch: 20/30, loss: 1.9278, acc: 0.8601
(TESTING) task: 0, epoch: 20/30, loss: 1.9292, acc: 0.8580
(TESTING) task: 0, epoch: 20/30, loss: 1.9283, acc: 0.8641
(TESTING) task: 0, epoch: 20/30, loss: 1.9282, acc: 0.8672
(TESTING) task: 0, epoch: 20/30, loss: 1.9293, acc: 0.8675
(TESTING) task: 0, epoch: 20/30, loss: 1.9291, acc: 0.8678
(TESTING) task: 0, epoch: 20/30, loss: 1.9316, acc: 0.8611
(TESTING) task: 0, epoch: 20/30, loss: 1.9305, acc: 0.8638
(TESTING) task: 0, epoch: 20/30, loss: 1.9298, acc: 0.8685
(TESTING) task: 0, epoch: 20/30, loss: 1.9294, acc: 0.8667
(TESTING) task: 0, epoch: 20/30, loss: 1.9318, acc: 0.8649
(TESTING) task: 0, epoch: 20/30, loss: 1.9320, acc: 0.8633
(TESTING) task: 0, epoch: 20/30, loss: 1.9312, acc: 0.8655
(TESTING) task: 0, epoch: 20/30, loss: 1.9336, acc: 0.8621
(TESTING) task: 0, epoch: 20/30, loss: 1.9321, acc: 0.8625
(TESTING) task: 0, epoch: 20/30, loss: 1.9314, acc: 0.8663
(TESTING) task: 0, epoch: 20/30, loss: 1.9304, acc: 0.8666
(TESTING) task: 0, epoch: 20/30, loss: 1.9330, acc: 0.8651
(TESTING) task: 0, epoch: 20/30, loss: 1.9330, acc: 0.8670
(TESTING) task: 0, epoch: 20/30, loss: 1.9327, acc: 0.8688
(TESTING) task: 0, epoch: 20/30, loss: 1.9330, acc: 0.8689
(TESTING) task: 0, epoch: 20/30, loss: 1.9342, acc: 0.8690
(TESTING) task: 0, epoch: 20/30, loss: 1.9340, acc: 0.8648
(TESTING) task: 0, epoch: 20/30, loss: 1.9303, acc: 0.8679
(TESTING) task: 0, epoch: 20/30, loss: 1.9292, acc: 0.8694
(TESTING) task: 0, epoch: 20/30, loss: 1.9300, acc: 0.8682
(TESTING) task: 0, epoch: 20/30, loss: 1.9299, acc: 0.8684
(TESTING) task: 0, epoch: 20/30, loss: 1.9317, acc: 0.8685
(TESTING) task: 0, epoch: 20/30, loss: 1.9325, acc: 0.8661
(TESTING) task: 0, epoch: 20/30, loss: 1.9311, acc: 0.8650
(TESTING) task: 0, epoch: 20/30, loss: 1.9318, acc: 0.8627
(TESTING) task: 0, epoch: 20/30, loss: 1.9309, acc: 0.8654
(TESTING) task: 0, epoch: 20/30, loss: 1.9309, acc: 0.8656
(TESTING) task: 0, epoch: 20/30, loss: 1.9317, acc: 0.8646
(TESTING) task: 0, epoch: 20/30, loss: 1.9314, acc: 0.8670
(TESTING) task: 0, epoch: 20/30, loss: 1.9329, acc: 0.8638
(TESTING) task: 0, epoch: 20/30, loss: 1.9339, acc: 0.8629
(TESTING) task: 0, epoch: 20/30, loss: 1.9344, acc: 0.8599
(TESTING) task: 0, epoch: 20/30, loss: 1.9355, acc: 0.8602
(TESTING) task: 0, epoch: 20/30, loss: 1.9343, acc: 0.8625
(TESTING) task: 0, epoch: 20/30, loss: 1.9359, acc: 0.8617
(TESTING) task: 0, epoch: 20/30, loss: 1.9361, acc: 0.8609
(TESTING) task: 0, epoch: 20/30, loss: 1.9357, acc: 0.8611
(TRAINING) task: 0, epoch: 21/30, loss: 1.9590, acc: 0.8516
(TRAINING) task: 0, epoch: 21/30, loss: 1.9493, acc: 0.8457
(TRAINING) task: 0, epoch: 21/30, loss: 1.9403, acc: 0.8542
(TRAINING) task: 0, epoch: 21/30, loss: 1.9357, acc: 0.8555
(TRAINING) task: 0, epoch: 21/30, loss: 1.9351, acc: 0.8586
(TRAINING) task: 0, epoch: 21/30, loss: 1.9354, acc: 0.8607
(TRAINING) task: 0, epoch: 21/30, loss: 1.9323, acc: 0.8638
(TRAINING) task: 0, epoch: 21/30, loss: 1.9335, acc: 0.8608
(TRAINING) task: 0, epoch: 21/30, loss: 1.9319, acc: 0.8615
(TRAINING) task: 0, epoch: 21/30, loss: 1.9300, acc: 0.8648
(TRAINING) task: 0, epoch: 21/30, loss: 1.9273, acc: 0.8690
(TRAINING) task: 0, epoch: 21/30, loss: 1.9270, acc: 0.8688
(TRAINING) task: 0, epoch: 21/30, loss: 1.9244, acc: 0.8687
(TRAINING) task: 0, epoch: 21/30, loss: 1.9241, acc: 0.8680
(TRAINING) task: 0, epoch: 21/30, loss: 1.9246, acc: 0.8661
(TRAINING) task: 0, epoch: 21/30, loss: 1.9248, acc: 0.8655
(TRAINING) task: 0, epoch: 21/30, loss: 1.9251, acc: 0.8649
(TRAINING) task: 0, epoch: 21/30, loss: 1.9255, acc: 0.8644
(TRAINING) task: 0, epoch: 21/30, loss: 1.9246, acc: 0.8645
(TRAINING) task: 0, epoch: 21/30, loss: 1.9247, acc: 0.8625
(TESTING) task: 0, epoch: 21/30, loss: 1.8878, acc: 0.8750
(TESTING) task: 0, epoch: 21/30, loss: 1.9180, acc: 0.8750
(TESTING) task: 0, epoch: 21/30, loss: 1.9340, acc: 0.8542
(TESTING) task: 0, epoch: 21/30, loss: 1.9231, acc: 0.8750
(TESTING) task: 0, epoch: 21/30, loss: 1.9237, acc: 0.8625
(TESTING) task: 0, epoch: 21/30, loss: 1.9274, acc: 0.8750
(TESTING) task: 0, epoch: 21/30, loss: 1.9326, acc: 0.8571
(TESTING) task: 0, epoch: 21/30, loss: 1.9253, acc: 0.8594
(TESTING) task: 0, epoch: 21/30, loss: 1.9299, acc: 0.8681
(TESTING) task: 0, epoch: 21/30, loss: 1.9269, acc: 0.8750
(TESTING) task: 0, epoch: 21/30, loss: 1.9270, acc: 0.8864
(TESTING) task: 0, epoch: 21/30, loss: 1.9229, acc: 0.8906
(TESTING) task: 0, epoch: 21/30, loss: 1.9245, acc: 0.8846
(TESTING) task: 0, epoch: 21/30, loss: 1.9268, acc: 0.8750
(TESTING) task: 0, epoch: 21/30, loss: 1.9298, acc: 0.8708
(TESTING) task: 0, epoch: 21/30, loss: 1.9205, acc: 0.8789
(TESTING) task: 0, epoch: 21/30, loss: 1.9206, acc: 0.8787
(TESTING) task: 0, epoch: 21/30, loss: 1.9149, acc: 0.8819
(TESTING) task: 0, epoch: 21/30, loss: 1.9165, acc: 0.8882
(TESTING) task: 0, epoch: 21/30, loss: 1.9170, acc: 0.8906
(TESTING) task: 0, epoch: 21/30, loss: 1.9240, acc: 0.8810
(TESTING) task: 0, epoch: 21/30, loss: 1.9262, acc: 0.8807
(TESTING) task: 0, epoch: 21/30, loss: 1.9267, acc: 0.8804
(TESTING) task: 0, epoch: 21/30, loss: 1.9231, acc: 0.8802
(TESTING) task: 0, epoch: 21/30, loss: 1.9226, acc: 0.8800
(TESTING) task: 0, epoch: 21/30, loss: 1.9206, acc: 0.8822
(TESTING) task: 0, epoch: 21/30, loss: 1.9210, acc: 0.8866
(TESTING) task: 0, epoch: 21/30, loss: 1.9230, acc: 0.8839
(TESTING) task: 0, epoch: 21/30, loss: 1.9251, acc: 0.8793
(TESTING) task: 0, epoch: 21/30, loss: 1.9286, acc: 0.8750
(TESTING) task: 0, epoch: 21/30, loss: 1.9281, acc: 0.8750
(TESTING) task: 0, epoch: 21/30, loss: 1.9293, acc: 0.8711
(TESTING) task: 0, epoch: 21/30, loss: 1.9283, acc: 0.8712
(TESTING) task: 0, epoch: 21/30, loss: 1.9264, acc: 0.8732
(TESTING) task: 0, epoch: 21/30, loss: 1.9257, acc: 0.8750
(TESTING) task: 0, epoch: 21/30, loss: 1.9272, acc: 0.8698
(TESTING) task: 0, epoch: 21/30, loss: 1.9272, acc: 0.8666
(TESTING) task: 0, epoch: 21/30, loss: 1.9275, acc: 0.8651
(TESTING) task: 0, epoch: 21/30, loss: 1.9262, acc: 0.8670
(TESTING) task: 0, epoch: 21/30, loss: 1.9258, acc: 0.8672
(TESTING) task: 0, epoch: 21/30, loss: 1.9270, acc: 0.8659
(TESTING) task: 0, epoch: 21/30, loss: 1.9267, acc: 0.8661
(TESTING) task: 0, epoch: 21/30, loss: 1.9282, acc: 0.8634
(TESTING) task: 0, epoch: 21/30, loss: 1.9265, acc: 0.8651
(TESTING) task: 0, epoch: 21/30, loss: 1.9274, acc: 0.8653
(TESTING) task: 0, epoch: 21/30, loss: 1.9262, acc: 0.8668
(TESTING) task: 0, epoch: 21/30, loss: 1.9271, acc: 0.8670
(TESTING) task: 0, epoch: 21/30, loss: 1.9273, acc: 0.8659
(TESTING) task: 0, epoch: 21/30, loss: 1.9281, acc: 0.8648
(TESTING) task: 0, epoch: 21/30, loss: 1.9270, acc: 0.8662
(TESTING) task: 0, epoch: 21/30, loss: 1.9294, acc: 0.8627
(TESTING) task: 0, epoch: 21/30, loss: 1.9279, acc: 0.8654
(TESTING) task: 0, epoch: 21/30, loss: 1.9263, acc: 0.8656
(TESTING) task: 0, epoch: 21/30, loss: 1.9287, acc: 0.8623
(TESTING) task: 0, epoch: 21/30, loss: 1.9281, acc: 0.8614
(TESTING) task: 0, epoch: 21/30, loss: 1.9289, acc: 0.8616
(TESTING) task: 0, epoch: 21/30, loss: 1.9295, acc: 0.8607
(TESTING) task: 0, epoch: 21/30, loss: 1.9293, acc: 0.8599
(TESTING) task: 0, epoch: 21/30, loss: 1.9310, acc: 0.8581
(TESTING) task: 0, epoch: 21/30, loss: 1.9309, acc: 0.8573
(TESTING) task: 0, epoch: 21/30, loss: 1.9302, acc: 0.8576
(TESTING) task: 0, epoch: 21/30, loss: 1.9276, acc: 0.8599
(TESTING) task: 0, epoch: 21/30, loss: 1.9271, acc: 0.8601
(TRAINING) task: 0, epoch: 22/30, loss: 1.9256, acc: 0.8789
(TRAINING) task: 0, epoch: 22/30, loss: 1.9138, acc: 0.8633
(TRAINING) task: 0, epoch: 22/30, loss: 1.9106, acc: 0.8711
(TRAINING) task: 0, epoch: 22/30, loss: 1.9036, acc: 0.8779
(TRAINING) task: 0, epoch: 22/30, loss: 1.9089, acc: 0.8781
(TRAINING) task: 0, epoch: 22/30, loss: 1.9088, acc: 0.8815
(TRAINING) task: 0, epoch: 22/30, loss: 1.9109, acc: 0.8795
(TRAINING) task: 0, epoch: 22/30, loss: 1.9092, acc: 0.8784
(TRAINING) task: 0, epoch: 22/30, loss: 1.9110, acc: 0.8746
(TRAINING) task: 0, epoch: 22/30, loss: 1.9087, acc: 0.8750
(TRAINING) task: 0, epoch: 22/30, loss: 1.9084, acc: 0.8743
(TRAINING) task: 0, epoch: 22/30, loss: 1.9097, acc: 0.8734
(TRAINING) task: 0, epoch: 22/30, loss: 1.9107, acc: 0.8723
(TRAINING) task: 0, epoch: 22/30, loss: 1.9109, acc: 0.8705
(TRAINING) task: 0, epoch: 22/30, loss: 1.9128, acc: 0.8674
(TRAINING) task: 0, epoch: 22/30, loss: 1.9150, acc: 0.8640
(TRAINING) task: 0, epoch: 22/30, loss: 1.9152, acc: 0.8642
(TRAINING) task: 0, epoch: 22/30, loss: 1.9141, acc: 0.8665
(TRAINING) task: 0, epoch: 22/30, loss: 1.9150, acc: 0.8657
(TRAINING) task: 0, epoch: 22/30, loss: 1.9143, acc: 0.8673
(TESTING) task: 0, epoch: 22/30, loss: 1.8971, acc: 0.8750
(TESTING) task: 0, epoch: 22/30, loss: 1.8522, acc: 0.9375
(TESTING) task: 0, epoch: 22/30, loss: 1.8857, acc: 0.8958
(TESTING) task: 0, epoch: 22/30, loss: 1.8788, acc: 0.9062
(TESTING) task: 0, epoch: 22/30, loss: 1.8857, acc: 0.9125
(TESTING) task: 0, epoch: 22/30, loss: 1.8923, acc: 0.8854
(TESTING) task: 0, epoch: 22/30, loss: 1.8893, acc: 0.8839
(TESTING) task: 0, epoch: 22/30, loss: 1.9037, acc: 0.8672
(TESTING) task: 0, epoch: 22/30, loss: 1.9011, acc: 0.8819
(TESTING) task: 0, epoch: 22/30, loss: 1.8999, acc: 0.8812
(TESTING) task: 0, epoch: 22/30, loss: 1.9031, acc: 0.8807
(TESTING) task: 0, epoch: 22/30, loss: 1.8938, acc: 0.8906
(TESTING) task: 0, epoch: 22/30, loss: 1.8941, acc: 0.8942
(TESTING) task: 0, epoch: 22/30, loss: 1.9042, acc: 0.8795
(TESTING) task: 0, epoch: 22/30, loss: 1.9028, acc: 0.8792
(TESTING) task: 0, epoch: 22/30, loss: 1.9026, acc: 0.8789
(TESTING) task: 0, epoch: 22/30, loss: 1.9048, acc: 0.8824
(TESTING) task: 0, epoch: 22/30, loss: 1.9068, acc: 0.8785
(TESTING) task: 0, epoch: 22/30, loss: 1.9092, acc: 0.8816
(TESTING) task: 0, epoch: 22/30, loss: 1.9059, acc: 0.8875
(TESTING) task: 0, epoch: 22/30, loss: 1.9077, acc: 0.8869
(TESTING) task: 0, epoch: 22/30, loss: 1.9092, acc: 0.8892
(TESTING) task: 0, epoch: 22/30, loss: 1.9031, acc: 0.8940
(TESTING) task: 0, epoch: 22/30, loss: 1.9079, acc: 0.8932
(TESTING) task: 0, epoch: 22/30, loss: 1.9080, acc: 0.8925
(TESTING) task: 0, epoch: 22/30, loss: 1.9074, acc: 0.8918
(TESTING) task: 0, epoch: 22/30, loss: 1.9060, acc: 0.8935
(TESTING) task: 0, epoch: 22/30, loss: 1.9037, acc: 0.8929
(TESTING) task: 0, epoch: 22/30, loss: 1.9057, acc: 0.8901
(TESTING) task: 0, epoch: 22/30, loss: 1.9046, acc: 0.8896
(TESTING) task: 0, epoch: 22/30, loss: 1.9057, acc: 0.8831
(TESTING) task: 0, epoch: 22/30, loss: 1.9049, acc: 0.8809
(TESTING) task: 0, epoch: 22/30, loss: 1.9047, acc: 0.8788
(TESTING) task: 0, epoch: 22/30, loss: 1.9081, acc: 0.8768
(TESTING) task: 0, epoch: 22/30, loss: 1.9060, acc: 0.8804
(TESTING) task: 0, epoch: 22/30, loss: 1.9078, acc: 0.8785
(TESTING) task: 0, epoch: 22/30, loss: 1.9069, acc: 0.8784
(TESTING) task: 0, epoch: 22/30, loss: 1.9085, acc: 0.8799
(TESTING) task: 0, epoch: 22/30, loss: 1.9097, acc: 0.8782
(TESTING) task: 0, epoch: 22/30, loss: 1.9103, acc: 0.8781
(TESTING) task: 0, epoch: 22/30, loss: 1.9105, acc: 0.8780
(TESTING) task: 0, epoch: 22/30, loss: 1.9088, acc: 0.8780
(TESTING) task: 0, epoch: 22/30, loss: 1.9059, acc: 0.8794
(TESTING) task: 0, epoch: 22/30, loss: 1.9079, acc: 0.8778
(TESTING) task: 0, epoch: 22/30, loss: 1.9087, acc: 0.8778
(TESTING) task: 0, epoch: 22/30, loss: 1.9092, acc: 0.8736
(TESTING) task: 0, epoch: 22/30, loss: 1.9097, acc: 0.8737
(TESTING) task: 0, epoch: 22/30, loss: 1.9092, acc: 0.8737
(TESTING) task: 0, epoch: 22/30, loss: 1.9103, acc: 0.8737
(TESTING) task: 0, epoch: 22/30, loss: 1.9123, acc: 0.8700
(TESTING) task: 0, epoch: 22/30, loss: 1.9115, acc: 0.8701
(TESTING) task: 0, epoch: 22/30, loss: 1.9121, acc: 0.8690
(TESTING) task: 0, epoch: 22/30, loss: 1.9133, acc: 0.8691
(TESTING) task: 0, epoch: 22/30, loss: 1.9144, acc: 0.8669
(TESTING) task: 0, epoch: 22/30, loss: 1.9141, acc: 0.8682
(TESTING) task: 0, epoch: 22/30, loss: 1.9136, acc: 0.8705
(TESTING) task: 0, epoch: 22/30, loss: 1.9130, acc: 0.8695
(TESTING) task: 0, epoch: 22/30, loss: 1.9130, acc: 0.8685
(TESTING) task: 0, epoch: 22/30, loss: 1.9121, acc: 0.8708
(TESTING) task: 0, epoch: 22/30, loss: 1.9130, acc: 0.8698
(TESTING) task: 0, epoch: 22/30, loss: 1.9140, acc: 0.8699
(TESTING) task: 0, epoch: 22/30, loss: 1.9132, acc: 0.8710
(TESTING) task: 0, epoch: 22/30, loss: 1.9146, acc: 0.8690
(TRAINING) task: 0, epoch: 23/30, loss: 1.9074, acc: 0.8906
(TRAINING) task: 0, epoch: 23/30, loss: 1.8888, acc: 0.8965
(TRAINING) task: 0, epoch: 23/30, loss: 1.8938, acc: 0.8828
(TRAINING) task: 0, epoch: 23/30, loss: 1.8977, acc: 0.8857
(TRAINING) task: 0, epoch: 23/30, loss: 1.8975, acc: 0.8859
(TRAINING) task: 0, epoch: 23/30, loss: 1.8981, acc: 0.8874
(TRAINING) task: 0, epoch: 23/30, loss: 1.8955, acc: 0.8873
(TRAINING) task: 0, epoch: 23/30, loss: 1.8969, acc: 0.8862
(TRAINING) task: 0, epoch: 23/30, loss: 1.8985, acc: 0.8845
(TRAINING) task: 0, epoch: 23/30, loss: 1.9018, acc: 0.8809
(TRAINING) task: 0, epoch: 23/30, loss: 1.9008, acc: 0.8817
(TRAINING) task: 0, epoch: 23/30, loss: 1.8987, acc: 0.8835
(TRAINING) task: 0, epoch: 23/30, loss: 1.9002, acc: 0.8804
(TRAINING) task: 0, epoch: 23/30, loss: 1.8992, acc: 0.8786
(TRAINING) task: 0, epoch: 23/30, loss: 1.8991, acc: 0.8789
(TRAINING) task: 0, epoch: 23/30, loss: 1.8984, acc: 0.8770
(TRAINING) task: 0, epoch: 23/30, loss: 1.8980, acc: 0.8775
(TRAINING) task: 0, epoch: 23/30, loss: 1.8975, acc: 0.8778
(TRAINING) task: 0, epoch: 23/30, loss: 1.8976, acc: 0.8783
(TRAINING) task: 0, epoch: 23/30, loss: 1.8980, acc: 0.8770
(TESTING) task: 0, epoch: 23/30, loss: 2.0228, acc: 0.7500
(TESTING) task: 0, epoch: 23/30, loss: 1.9340, acc: 0.8125
(TESTING) task: 0, epoch: 23/30, loss: 1.9323, acc: 0.8333
(TESTING) task: 0, epoch: 23/30, loss: 1.9405, acc: 0.8281
(TESTING) task: 0, epoch: 23/30, loss: 1.9319, acc: 0.8375
(TESTING) task: 0, epoch: 23/30, loss: 1.9133, acc: 0.8646
(TESTING) task: 0, epoch: 23/30, loss: 1.9216, acc: 0.8661
(TESTING) task: 0, epoch: 23/30, loss: 1.9247, acc: 0.8672
(TESTING) task: 0, epoch: 23/30, loss: 1.9256, acc: 0.8750
(TESTING) task: 0, epoch: 23/30, loss: 1.9213, acc: 0.8688
(TESTING) task: 0, epoch: 23/30, loss: 1.9230, acc: 0.8580
(TESTING) task: 0, epoch: 23/30, loss: 1.9214, acc: 0.8542
(TESTING) task: 0, epoch: 23/30, loss: 1.9224, acc: 0.8462
(TESTING) task: 0, epoch: 23/30, loss: 1.9139, acc: 0.8571
(TESTING) task: 0, epoch: 23/30, loss: 1.9104, acc: 0.8667
(TESTING) task: 0, epoch: 23/30, loss: 1.9099, acc: 0.8633
(TESTING) task: 0, epoch: 23/30, loss: 1.9090, acc: 0.8676
(TESTING) task: 0, epoch: 23/30, loss: 1.9103, acc: 0.8646
(TESTING) task: 0, epoch: 23/30, loss: 1.9025, acc: 0.8684
(TESTING) task: 0, epoch: 23/30, loss: 1.8997, acc: 0.8719
(TESTING) task: 0, epoch: 23/30, loss: 1.9002, acc: 0.8690
(TESTING) task: 0, epoch: 23/30, loss: 1.9015, acc: 0.8693
(TESTING) task: 0, epoch: 23/30, loss: 1.8999, acc: 0.8723
(TESTING) task: 0, epoch: 23/30, loss: 1.9008, acc: 0.8750
(TESTING) task: 0, epoch: 23/30, loss: 1.9011, acc: 0.8775
(TESTING) task: 0, epoch: 23/30, loss: 1.9037, acc: 0.8798
(TESTING) task: 0, epoch: 23/30, loss: 1.9033, acc: 0.8773
(TESTING) task: 0, epoch: 23/30, loss: 1.9002, acc: 0.8772
(TESTING) task: 0, epoch: 23/30, loss: 1.8999, acc: 0.8793
(TESTING) task: 0, epoch: 23/30, loss: 1.8955, acc: 0.8812
(TESTING) task: 0, epoch: 23/30, loss: 1.8975, acc: 0.8790
(TESTING) task: 0, epoch: 23/30, loss: 1.8970, acc: 0.8789
(TESTING) task: 0, epoch: 23/30, loss: 1.8980, acc: 0.8769
(TESTING) task: 0, epoch: 23/30, loss: 1.8969, acc: 0.8768
(TESTING) task: 0, epoch: 23/30, loss: 1.8971, acc: 0.8804
(TESTING) task: 0, epoch: 23/30, loss: 1.8959, acc: 0.8819
(TESTING) task: 0, epoch: 23/30, loss: 1.8968, acc: 0.8784
(TESTING) task: 0, epoch: 23/30, loss: 1.8967, acc: 0.8783
(TESTING) task: 0, epoch: 23/30, loss: 1.8977, acc: 0.8766
(TESTING) task: 0, epoch: 23/30, loss: 1.8967, acc: 0.8781
(TESTING) task: 0, epoch: 23/30, loss: 1.8959, acc: 0.8811
(TESTING) task: 0, epoch: 23/30, loss: 1.8954, acc: 0.8795
(TESTING) task: 0, epoch: 23/30, loss: 1.8986, acc: 0.8750
(TESTING) task: 0, epoch: 23/30, loss: 1.8973, acc: 0.8764
(TESTING) task: 0, epoch: 23/30, loss: 1.8990, acc: 0.8750
(TESTING) task: 0, epoch: 23/30, loss: 1.8982, acc: 0.8764
(TESTING) task: 0, epoch: 23/30, loss: 1.8976, acc: 0.8763
(TESTING) task: 0, epoch: 23/30, loss: 1.8960, acc: 0.8776
(TESTING) task: 0, epoch: 23/30, loss: 1.8954, acc: 0.8776
(TESTING) task: 0, epoch: 23/30, loss: 1.8932, acc: 0.8788
(TESTING) task: 0, epoch: 23/30, loss: 1.8925, acc: 0.8799
(TESTING) task: 0, epoch: 23/30, loss: 1.8919, acc: 0.8810
(TESTING) task: 0, epoch: 23/30, loss: 1.8933, acc: 0.8809
(TESTING) task: 0, epoch: 23/30, loss: 1.8933, acc: 0.8819
(TESTING) task: 0, epoch: 23/30, loss: 1.8953, acc: 0.8795
(TESTING) task: 0, epoch: 23/30, loss: 1.8956, acc: 0.8795
(TESTING) task: 0, epoch: 23/30, loss: 1.8944, acc: 0.8816
(TESTING) task: 0, epoch: 23/30, loss: 1.8953, acc: 0.8804
(TESTING) task: 0, epoch: 23/30, loss: 1.8961, acc: 0.8803
(TESTING) task: 0, epoch: 23/30, loss: 1.8959, acc: 0.8802
(TESTING) task: 0, epoch: 23/30, loss: 1.8964, acc: 0.8801
(TESTING) task: 0, epoch: 23/30, loss: 1.8969, acc: 0.8780
(TESTING) task: 0, epoch: 23/30, loss: 1.9000, acc: 0.8760
(TRAINING) task: 0, epoch: 24/30, loss: 1.9102, acc: 0.8555
(TRAINING) task: 0, epoch: 24/30, loss: 1.9009, acc: 0.8730
(TRAINING) task: 0, epoch: 24/30, loss: 1.8933, acc: 0.8828
(TRAINING) task: 0, epoch: 24/30, loss: 1.8864, acc: 0.8936
(TRAINING) task: 0, epoch: 24/30, loss: 1.8832, acc: 0.8961
(TRAINING) task: 0, epoch: 24/30, loss: 1.8843, acc: 0.8939
(TRAINING) task: 0, epoch: 24/30, loss: 1.8830, acc: 0.8956
(TRAINING) task: 0, epoch: 24/30, loss: 1.8845, acc: 0.8911
(TRAINING) task: 0, epoch: 24/30, loss: 1.8858, acc: 0.8876
(TRAINING) task: 0, epoch: 24/30, loss: 1.8852, acc: 0.8883
(TRAINING) task: 0, epoch: 24/30, loss: 1.8846, acc: 0.8885
(TRAINING) task: 0, epoch: 24/30, loss: 1.8857, acc: 0.8841
(TRAINING) task: 0, epoch: 24/30, loss: 1.8862, acc: 0.8825
(TRAINING) task: 0, epoch: 24/30, loss: 1.8879, acc: 0.8809
(TRAINING) task: 0, epoch: 24/30, loss: 1.8880, acc: 0.8802
(TRAINING) task: 0, epoch: 24/30, loss: 1.8877, acc: 0.8818
(TRAINING) task: 0, epoch: 24/30, loss: 1.8873, acc: 0.8828
(TRAINING) task: 0, epoch: 24/30, loss: 1.8875, acc: 0.8832
(TRAINING) task: 0, epoch: 24/30, loss: 1.8872, acc: 0.8838
(TRAINING) task: 0, epoch: 24/30, loss: 1.8882, acc: 0.8841
(TESTING) task: 0, epoch: 24/30, loss: 1.8679, acc: 0.8125
(TESTING) task: 0, epoch: 24/30, loss: 1.9297, acc: 0.7812
(TESTING) task: 0, epoch: 24/30, loss: 1.9202, acc: 0.7917
(TESTING) task: 0, epoch: 24/30, loss: 1.8974, acc: 0.8438
(TESTING) task: 0, epoch: 24/30, loss: 1.8853, acc: 0.8625
(TESTING) task: 0, epoch: 24/30, loss: 1.8959, acc: 0.8542
(TESTING) task: 0, epoch: 24/30, loss: 1.8936, acc: 0.8661
(TESTING) task: 0, epoch: 24/30, loss: 1.8800, acc: 0.8750
(TESTING) task: 0, epoch: 24/30, loss: 1.8789, acc: 0.8681
(TESTING) task: 0, epoch: 24/30, loss: 1.8784, acc: 0.8625
(TESTING) task: 0, epoch: 24/30, loss: 1.8771, acc: 0.8693
(TESTING) task: 0, epoch: 24/30, loss: 1.8787, acc: 0.8698
(TESTING) task: 0, epoch: 24/30, loss: 1.8737, acc: 0.8798
(TESTING) task: 0, epoch: 24/30, loss: 1.8691, acc: 0.8839
(TESTING) task: 0, epoch: 24/30, loss: 1.8718, acc: 0.8875
(TESTING) task: 0, epoch: 24/30, loss: 1.8802, acc: 0.8750
(TESTING) task: 0, epoch: 24/30, loss: 1.8823, acc: 0.8750
(TESTING) task: 0, epoch: 24/30, loss: 1.8824, acc: 0.8750
(TESTING) task: 0, epoch: 24/30, loss: 1.8809, acc: 0.8717
(TESTING) task: 0, epoch: 24/30, loss: 1.8781, acc: 0.8719
(TESTING) task: 0, epoch: 24/30, loss: 1.8781, acc: 0.8750
(TESTING) task: 0, epoch: 24/30, loss: 1.8812, acc: 0.8778
(TESTING) task: 0, epoch: 24/30, loss: 1.8794, acc: 0.8832
(TESTING) task: 0, epoch: 24/30, loss: 1.8817, acc: 0.8802
(TESTING) task: 0, epoch: 24/30, loss: 1.8829, acc: 0.8800
(TESTING) task: 0, epoch: 24/30, loss: 1.8821, acc: 0.8822
(TESTING) task: 0, epoch: 24/30, loss: 1.8835, acc: 0.8796
(TESTING) task: 0, epoch: 24/30, loss: 1.8835, acc: 0.8772
(TESTING) task: 0, epoch: 24/30, loss: 1.8829, acc: 0.8772
(TESTING) task: 0, epoch: 24/30, loss: 1.8848, acc: 0.8792
(TESTING) task: 0, epoch: 24/30, loss: 1.8868, acc: 0.8790
(TESTING) task: 0, epoch: 24/30, loss: 1.8850, acc: 0.8809
(TESTING) task: 0, epoch: 24/30, loss: 1.8833, acc: 0.8826
(TESTING) task: 0, epoch: 24/30, loss: 1.8805, acc: 0.8860
(TESTING) task: 0, epoch: 24/30, loss: 1.8825, acc: 0.8821
(TESTING) task: 0, epoch: 24/30, loss: 1.8828, acc: 0.8837
(TESTING) task: 0, epoch: 24/30, loss: 1.8816, acc: 0.8868
(TESTING) task: 0, epoch: 24/30, loss: 1.8839, acc: 0.8865
(TESTING) task: 0, epoch: 24/30, loss: 1.8857, acc: 0.8846
(TESTING) task: 0, epoch: 24/30, loss: 1.8872, acc: 0.8844
(TESTING) task: 0, epoch: 24/30, loss: 1.8880, acc: 0.8826
(TESTING) task: 0, epoch: 24/30, loss: 1.8891, acc: 0.8824
(TESTING) task: 0, epoch: 24/30, loss: 1.8920, acc: 0.8779
(TESTING) task: 0, epoch: 24/30, loss: 1.8937, acc: 0.8778
(TESTING) task: 0, epoch: 24/30, loss: 1.8935, acc: 0.8764
(TESTING) task: 0, epoch: 24/30, loss: 1.8952, acc: 0.8736
(TESTING) task: 0, epoch: 24/30, loss: 1.8952, acc: 0.8750
(TESTING) task: 0, epoch: 24/30, loss: 1.8960, acc: 0.8737
(TESTING) task: 0, epoch: 24/30, loss: 1.8949, acc: 0.8763
(TESTING) task: 0, epoch: 24/30, loss: 1.8959, acc: 0.8750
(TESTING) task: 0, epoch: 24/30, loss: 1.8967, acc: 0.8750
(TESTING) task: 0, epoch: 24/30, loss: 1.8964, acc: 0.8762
(TESTING) task: 0, epoch: 24/30, loss: 1.8963, acc: 0.8750
(TESTING) task: 0, epoch: 24/30, loss: 1.8956, acc: 0.8750
(TESTING) task: 0, epoch: 24/30, loss: 1.8966, acc: 0.8750
(TESTING) task: 0, epoch: 24/30, loss: 1.8965, acc: 0.8772
(TESTING) task: 0, epoch: 24/30, loss: 1.8965, acc: 0.8783
(TESTING) task: 0, epoch: 24/30, loss: 1.8962, acc: 0.8793
(TESTING) task: 0, epoch: 24/30, loss: 1.8961, acc: 0.8782
(TESTING) task: 0, epoch: 24/30, loss: 1.8952, acc: 0.8802
(TESTING) task: 0, epoch: 24/30, loss: 1.8949, acc: 0.8801
(TESTING) task: 0, epoch: 24/30, loss: 1.8952, acc: 0.8810
(TESTING) task: 0, epoch: 24/30, loss: 1.8974, acc: 0.8770
(TRAINING) task: 0, epoch: 25/30, loss: 1.8906, acc: 0.8750
(TRAINING) task: 0, epoch: 25/30, loss: 1.8866, acc: 0.8789
(TRAINING) task: 0, epoch: 25/30, loss: 1.8829, acc: 0.8854
(TRAINING) task: 0, epoch: 25/30, loss: 1.8850, acc: 0.8770
(TRAINING) task: 0, epoch: 25/30, loss: 1.8881, acc: 0.8719
(TRAINING) task: 0, epoch: 25/30, loss: 1.8887, acc: 0.8750
(TRAINING) task: 0, epoch: 25/30, loss: 1.8871, acc: 0.8817
(TRAINING) task: 0, epoch: 25/30, loss: 1.8854, acc: 0.8809
(TRAINING) task: 0, epoch: 25/30, loss: 1.8844, acc: 0.8811
(TRAINING) task: 0, epoch: 25/30, loss: 1.8851, acc: 0.8789
(TRAINING) task: 0, epoch: 25/30, loss: 1.8847, acc: 0.8796
(TRAINING) task: 0, epoch: 25/30, loss: 1.8841, acc: 0.8796
(TRAINING) task: 0, epoch: 25/30, loss: 1.8821, acc: 0.8831
(TRAINING) task: 0, epoch: 25/30, loss: 1.8824, acc: 0.8845
(TRAINING) task: 0, epoch: 25/30, loss: 1.8837, acc: 0.8828
(TRAINING) task: 0, epoch: 25/30, loss: 1.8826, acc: 0.8848
(TRAINING) task: 0, epoch: 25/30, loss: 1.8838, acc: 0.8833
(TRAINING) task: 0, epoch: 25/30, loss: 1.8836, acc: 0.8843
(TRAINING) task: 0, epoch: 25/30, loss: 1.8843, acc: 0.8830
(TRAINING) task: 0, epoch: 25/30, loss: 1.8835, acc: 0.8841
(TESTING) task: 0, epoch: 25/30, loss: 1.8190, acc: 0.9375
(TESTING) task: 0, epoch: 25/30, loss: 1.8586, acc: 0.8750
(TESTING) task: 0, epoch: 25/30, loss: 1.8565, acc: 0.8542
(TESTING) task: 0, epoch: 25/30, loss: 1.8551, acc: 0.8594
(TESTING) task: 0, epoch: 25/30, loss: 1.8592, acc: 0.8625
(TESTING) task: 0, epoch: 25/30, loss: 1.8728, acc: 0.8854
(TESTING) task: 0, epoch: 25/30, loss: 1.8815, acc: 0.8750
(TESTING) task: 0, epoch: 25/30, loss: 1.8745, acc: 0.8828
(TESTING) task: 0, epoch: 25/30, loss: 1.8736, acc: 0.8750
(TESTING) task: 0, epoch: 25/30, loss: 1.8708, acc: 0.8875
(TESTING) task: 0, epoch: 25/30, loss: 1.8803, acc: 0.8807
(TESTING) task: 0, epoch: 25/30, loss: 1.8702, acc: 0.8906
(TESTING) task: 0, epoch: 25/30, loss: 1.8685, acc: 0.8942
(TESTING) task: 0, epoch: 25/30, loss: 1.8688, acc: 0.8973
(TESTING) task: 0, epoch: 25/30, loss: 1.8751, acc: 0.8917
(TESTING) task: 0, epoch: 25/30, loss: 1.8835, acc: 0.8828
(TESTING) task: 0, epoch: 25/30, loss: 1.8887, acc: 0.8787
(TESTING) task: 0, epoch: 25/30, loss: 1.8913, acc: 0.8750
(TESTING) task: 0, epoch: 25/30, loss: 1.8932, acc: 0.8717
(TESTING) task: 0, epoch: 25/30, loss: 1.8935, acc: 0.8719
(TESTING) task: 0, epoch: 25/30, loss: 1.8958, acc: 0.8661
(TESTING) task: 0, epoch: 25/30, loss: 1.8927, acc: 0.8665
(TESTING) task: 0, epoch: 25/30, loss: 1.8908, acc: 0.8696
(TESTING) task: 0, epoch: 25/30, loss: 1.8938, acc: 0.8646
(TESTING) task: 0, epoch: 25/30, loss: 1.8896, acc: 0.8675
(TESTING) task: 0, epoch: 25/30, loss: 1.8863, acc: 0.8702
(TESTING) task: 0, epoch: 25/30, loss: 1.8857, acc: 0.8750
(TESTING) task: 0, epoch: 25/30, loss: 1.8855, acc: 0.8772
(TESTING) task: 0, epoch: 25/30, loss: 1.8837, acc: 0.8815
(TESTING) task: 0, epoch: 25/30, loss: 1.8838, acc: 0.8833
(TESTING) task: 0, epoch: 25/30, loss: 1.8819, acc: 0.8851
(TESTING) task: 0, epoch: 25/30, loss: 1.8832, acc: 0.8867
(TESTING) task: 0, epoch: 25/30, loss: 1.8849, acc: 0.8845
(TESTING) task: 0, epoch: 25/30, loss: 1.8866, acc: 0.8842
(TESTING) task: 0, epoch: 25/30, loss: 1.8843, acc: 0.8857
(TESTING) task: 0, epoch: 25/30, loss: 1.8866, acc: 0.8837
(TESTING) task: 0, epoch: 25/30, loss: 1.8848, acc: 0.8851
(TESTING) task: 0, epoch: 25/30, loss: 1.8846, acc: 0.8832
(TESTING) task: 0, epoch: 25/30, loss: 1.8821, acc: 0.8846
(TESTING) task: 0, epoch: 25/30, loss: 1.8829, acc: 0.8844
(TESTING) task: 0, epoch: 25/30, loss: 1.8853, acc: 0.8811
(TESTING) task: 0, epoch: 25/30, loss: 1.8843, acc: 0.8824
(TESTING) task: 0, epoch: 25/30, loss: 1.8836, acc: 0.8837
(TESTING) task: 0, epoch: 25/30, loss: 1.8846, acc: 0.8821
(TESTING) task: 0, epoch: 25/30, loss: 1.8854, acc: 0.8792
(TESTING) task: 0, epoch: 25/30, loss: 1.8865, acc: 0.8791
(TESTING) task: 0, epoch: 25/30, loss: 1.8854, acc: 0.8790
(TESTING) task: 0, epoch: 25/30, loss: 1.8852, acc: 0.8802
(TESTING) task: 0, epoch: 25/30, loss: 1.8872, acc: 0.8801
(TESTING) task: 0, epoch: 25/30, loss: 1.8875, acc: 0.8788
(TESTING) task: 0, epoch: 25/30, loss: 1.8871, acc: 0.8787
(TESTING) task: 0, epoch: 25/30, loss: 1.8879, acc: 0.8798
(TESTING) task: 0, epoch: 25/30, loss: 1.8868, acc: 0.8797
(TESTING) task: 0, epoch: 25/30, loss: 1.8871, acc: 0.8773
(TESTING) task: 0, epoch: 25/30, loss: 1.8865, acc: 0.8795
(TESTING) task: 0, epoch: 25/30, loss: 1.8860, acc: 0.8806
(TESTING) task: 0, epoch: 25/30, loss: 1.8870, acc: 0.8794
(TESTING) task: 0, epoch: 25/30, loss: 1.8871, acc: 0.8793
(TESTING) task: 0, epoch: 25/30, loss: 1.8864, acc: 0.8792
(TESTING) task: 0, epoch: 25/30, loss: 1.8863, acc: 0.8802
(TESTING) task: 0, epoch: 25/30, loss: 1.8855, acc: 0.8811
(TESTING) task: 0, epoch: 25/30, loss: 1.8863, acc: 0.8800
(TESTING) task: 0, epoch: 25/30, loss: 1.8871, acc: 0.8800
(TRAINING) task: 0, epoch: 26/30, loss: 1.8722, acc: 0.8906
(TRAINING) task: 0, epoch: 26/30, loss: 1.8762, acc: 0.8887
(TRAINING) task: 0, epoch: 26/30, loss: 1.8840, acc: 0.8867
(TRAINING) task: 0, epoch: 26/30, loss: 1.8743, acc: 0.8896
(TRAINING) task: 0, epoch: 26/30, loss: 1.8686, acc: 0.8953
(TRAINING) task: 0, epoch: 26/30, loss: 1.8714, acc: 0.8887
(TRAINING) task: 0, epoch: 26/30, loss: 1.8712, acc: 0.8884
(TRAINING) task: 0, epoch: 26/30, loss: 1.8694, acc: 0.8872
(TRAINING) task: 0, epoch: 26/30, loss: 1.8712, acc: 0.8859
(TRAINING) task: 0, epoch: 26/30, loss: 1.8699, acc: 0.8863
(TRAINING) task: 0, epoch: 26/30, loss: 1.8708, acc: 0.8842
(TRAINING) task: 0, epoch: 26/30, loss: 1.8718, acc: 0.8861
(TRAINING) task: 0, epoch: 26/30, loss: 1.8709, acc: 0.8882
(TRAINING) task: 0, epoch: 26/30, loss: 1.8718, acc: 0.8850
(TRAINING) task: 0, epoch: 26/30, loss: 1.8727, acc: 0.8826
(TRAINING) task: 0, epoch: 26/30, loss: 1.8730, acc: 0.8818
(TRAINING) task: 0, epoch: 26/30, loss: 1.8724, acc: 0.8819
(TRAINING) task: 0, epoch: 26/30, loss: 1.8717, acc: 0.8826
(TRAINING) task: 0, epoch: 26/30, loss: 1.8706, acc: 0.8834
(TRAINING) task: 0, epoch: 26/30, loss: 1.8693, acc: 0.8845
(TESTING) task: 0, epoch: 26/30, loss: 1.8195, acc: 0.8750
(TESTING) task: 0, epoch: 26/30, loss: 1.8182, acc: 0.8750
(TESTING) task: 0, epoch: 26/30, loss: 1.8433, acc: 0.8542
(TESTING) task: 0, epoch: 26/30, loss: 1.8306, acc: 0.8594
(TESTING) task: 0, epoch: 26/30, loss: 1.8337, acc: 0.8625
(TESTING) task: 0, epoch: 26/30, loss: 1.8408, acc: 0.8750
(TESTING) task: 0, epoch: 26/30, loss: 1.8395, acc: 0.8839
(TESTING) task: 0, epoch: 26/30, loss: 1.8335, acc: 0.8828
(TESTING) task: 0, epoch: 26/30, loss: 1.8431, acc: 0.8750
(TESTING) task: 0, epoch: 26/30, loss: 1.8510, acc: 0.8750
(TESTING) task: 0, epoch: 26/30, loss: 1.8522, acc: 0.8807
(TESTING) task: 0, epoch: 26/30, loss: 1.8510, acc: 0.8854
(TESTING) task: 0, epoch: 26/30, loss: 1.8510, acc: 0.8846
(TESTING) task: 0, epoch: 26/30, loss: 1.8505, acc: 0.8884
(TESTING) task: 0, epoch: 26/30, loss: 1.8530, acc: 0.8792
(TESTING) task: 0, epoch: 26/30, loss: 1.8513, acc: 0.8828
(TESTING) task: 0, epoch: 26/30, loss: 1.8483, acc: 0.8897
(TESTING) task: 0, epoch: 26/30, loss: 1.8497, acc: 0.8924
(TESTING) task: 0, epoch: 26/30, loss: 1.8496, acc: 0.8947
(TESTING) task: 0, epoch: 26/30, loss: 1.8509, acc: 0.8938
(TESTING) task: 0, epoch: 26/30, loss: 1.8539, acc: 0.8899
(TESTING) task: 0, epoch: 26/30, loss: 1.8565, acc: 0.8892
(TESTING) task: 0, epoch: 26/30, loss: 1.8567, acc: 0.8940
(TESTING) task: 0, epoch: 26/30, loss: 1.8568, acc: 0.8958
(TESTING) task: 0, epoch: 26/30, loss: 1.8567, acc: 0.8975
(TESTING) task: 0, epoch: 26/30, loss: 1.8574, acc: 0.8990
(TESTING) task: 0, epoch: 26/30, loss: 1.8555, acc: 0.9005
(TESTING) task: 0, epoch: 26/30, loss: 1.8555, acc: 0.9018
(TESTING) task: 0, epoch: 26/30, loss: 1.8562, acc: 0.9030
(TESTING) task: 0, epoch: 26/30, loss: 1.8586, acc: 0.9042
(TESTING) task: 0, epoch: 26/30, loss: 1.8598, acc: 0.8992
(TESTING) task: 0, epoch: 26/30, loss: 1.8595, acc: 0.8984
(TESTING) task: 0, epoch: 26/30, loss: 1.8610, acc: 0.8939
(TESTING) task: 0, epoch: 26/30, loss: 1.8591, acc: 0.8971
(TESTING) task: 0, epoch: 26/30, loss: 1.8589, acc: 0.8964
(TESTING) task: 0, epoch: 26/30, loss: 1.8591, acc: 0.8958
(TESTING) task: 0, epoch: 26/30, loss: 1.8605, acc: 0.8953
(TESTING) task: 0, epoch: 26/30, loss: 1.8612, acc: 0.8964
(TESTING) task: 0, epoch: 26/30, loss: 1.8617, acc: 0.8942
(TESTING) task: 0, epoch: 26/30, loss: 1.8636, acc: 0.8906
(TESTING) task: 0, epoch: 26/30, loss: 1.8676, acc: 0.8872
(TESTING) task: 0, epoch: 26/30, loss: 1.8704, acc: 0.8839
(TESTING) task: 0, epoch: 26/30, loss: 1.8727, acc: 0.8808
(TESTING) task: 0, epoch: 26/30, loss: 1.8723, acc: 0.8821
(TESTING) task: 0, epoch: 26/30, loss: 1.8729, acc: 0.8819
(TESTING) task: 0, epoch: 26/30, loss: 1.8726, acc: 0.8791
(TESTING) task: 0, epoch: 26/30, loss: 1.8706, acc: 0.8803
(TESTING) task: 0, epoch: 26/30, loss: 1.8715, acc: 0.8776
(TESTING) task: 0, epoch: 26/30, loss: 1.8712, acc: 0.8763
(TESTING) task: 0, epoch: 26/30, loss: 1.8687, acc: 0.8775
(TESTING) task: 0, epoch: 26/30, loss: 1.8694, acc: 0.8762
(TESTING) task: 0, epoch: 26/30, loss: 1.8691, acc: 0.8762
(TESTING) task: 0, epoch: 26/30, loss: 1.8693, acc: 0.8750
(TESTING) task: 0, epoch: 26/30, loss: 1.8712, acc: 0.8727
(TESTING) task: 0, epoch: 26/30, loss: 1.8711, acc: 0.8750
(TESTING) task: 0, epoch: 26/30, loss: 1.8710, acc: 0.8750
(TESTING) task: 0, epoch: 26/30, loss: 1.8699, acc: 0.8761
(TESTING) task: 0, epoch: 26/30, loss: 1.8703, acc: 0.8750
(TESTING) task: 0, epoch: 26/30, loss: 1.8719, acc: 0.8729
(TESTING) task: 0, epoch: 26/30, loss: 1.8699, acc: 0.8750
(TESTING) task: 0, epoch: 26/30, loss: 1.8688, acc: 0.8770
(TESTING) task: 0, epoch: 26/30, loss: 1.8701, acc: 0.8750
(TESTING) task: 0, epoch: 26/30, loss: 1.8711, acc: 0.8750
(TRAINING) task: 0, epoch: 27/30, loss: 1.8519, acc: 0.9023
(TRAINING) task: 0, epoch: 27/30, loss: 1.8547, acc: 0.9062
(TRAINING) task: 0, epoch: 27/30, loss: 1.8679, acc: 0.8841
(TRAINING) task: 0, epoch: 27/30, loss: 1.8653, acc: 0.8838
(TRAINING) task: 0, epoch: 27/30, loss: 1.8666, acc: 0.8797
(TRAINING) task: 0, epoch: 27/30, loss: 1.8637, acc: 0.8835
(TRAINING) task: 0, epoch: 27/30, loss: 1.8655, acc: 0.8811
(TRAINING) task: 0, epoch: 27/30, loss: 1.8664, acc: 0.8799
(TRAINING) task: 0, epoch: 27/30, loss: 1.8672, acc: 0.8776
(TRAINING) task: 0, epoch: 27/30, loss: 1.8664, acc: 0.8805
(TRAINING) task: 0, epoch: 27/30, loss: 1.8644, acc: 0.8825
(TRAINING) task: 0, epoch: 27/30, loss: 1.8638, acc: 0.8822
(TRAINING) task: 0, epoch: 27/30, loss: 1.8625, acc: 0.8822
(TRAINING) task: 0, epoch: 27/30, loss: 1.8627, acc: 0.8800
(TRAINING) task: 0, epoch: 27/30, loss: 1.8607, acc: 0.8812
(TRAINING) task: 0, epoch: 27/30, loss: 1.8593, acc: 0.8816
(TRAINING) task: 0, epoch: 27/30, loss: 1.8582, acc: 0.8821
(TRAINING) task: 0, epoch: 27/30, loss: 1.8566, acc: 0.8813
(TRAINING) task: 0, epoch: 27/30, loss: 1.8576, acc: 0.8806
(TRAINING) task: 0, epoch: 27/30, loss: 1.8585, acc: 0.8788
(TESTING) task: 0, epoch: 27/30, loss: 1.8051, acc: 0.9375
(TESTING) task: 0, epoch: 27/30, loss: 1.8262, acc: 0.9062
(TESTING) task: 0, epoch: 27/30, loss: 1.8503, acc: 0.8125
(TESTING) task: 0, epoch: 27/30, loss: 1.8453, acc: 0.8438
(TESTING) task: 0, epoch: 27/30, loss: 1.8411, acc: 0.8750
(TESTING) task: 0, epoch: 27/30, loss: 1.8591, acc: 0.8750
(TESTING) task: 0, epoch: 27/30, loss: 1.8560, acc: 0.8839
(TESTING) task: 0, epoch: 27/30, loss: 1.8579, acc: 0.8750
(TESTING) task: 0, epoch: 27/30, loss: 1.8591, acc: 0.8681
(TESTING) task: 0, epoch: 27/30, loss: 1.8564, acc: 0.8750
(TESTING) task: 0, epoch: 27/30, loss: 1.8531, acc: 0.8750
(TESTING) task: 0, epoch: 27/30, loss: 1.8514, acc: 0.8750
(TESTING) task: 0, epoch: 27/30, loss: 1.8586, acc: 0.8606
(TESTING) task: 0, epoch: 27/30, loss: 1.8691, acc: 0.8438
(TESTING) task: 0, epoch: 27/30, loss: 1.8693, acc: 0.8417
(TESTING) task: 0, epoch: 27/30, loss: 1.8756, acc: 0.8359
(TESTING) task: 0, epoch: 27/30, loss: 1.8768, acc: 0.8382
(TESTING) task: 0, epoch: 27/30, loss: 1.8706, acc: 0.8438
(TESTING) task: 0, epoch: 27/30, loss: 1.8715, acc: 0.8454
(TESTING) task: 0, epoch: 27/30, loss: 1.8686, acc: 0.8469
(TESTING) task: 0, epoch: 27/30, loss: 1.8650, acc: 0.8512
(TESTING) task: 0, epoch: 27/30, loss: 1.8686, acc: 0.8466
(TESTING) task: 0, epoch: 27/30, loss: 1.8678, acc: 0.8505
(TESTING) task: 0, epoch: 27/30, loss: 1.8677, acc: 0.8542
(TESTING) task: 0, epoch: 27/30, loss: 1.8674, acc: 0.8525
(TESTING) task: 0, epoch: 27/30, loss: 1.8637, acc: 0.8582
(TESTING) task: 0, epoch: 27/30, loss: 1.8656, acc: 0.8588
(TESTING) task: 0, epoch: 27/30, loss: 1.8637, acc: 0.8638
(TESTING) task: 0, epoch: 27/30, loss: 1.8616, acc: 0.8642
(TESTING) task: 0, epoch: 27/30, loss: 1.8646, acc: 0.8625
(TESTING) task: 0, epoch: 27/30, loss: 1.8635, acc: 0.8649
(TESTING) task: 0, epoch: 27/30, loss: 1.8621, acc: 0.8672
(TESTING) task: 0, epoch: 27/30, loss: 1.8628, acc: 0.8674
(TESTING) task: 0, epoch: 27/30, loss: 1.8621, acc: 0.8695
(TESTING) task: 0, epoch: 27/30, loss: 1.8625, acc: 0.8696
(TESTING) task: 0, epoch: 27/30, loss: 1.8605, acc: 0.8733
(TESTING) task: 0, epoch: 27/30, loss: 1.8597, acc: 0.8767
(TESTING) task: 0, epoch: 27/30, loss: 1.8580, acc: 0.8783
(TESTING) task: 0, epoch: 27/30, loss: 1.8576, acc: 0.8798
(TESTING) task: 0, epoch: 27/30, loss: 1.8566, acc: 0.8812
(TESTING) task: 0, epoch: 27/30, loss: 1.8571, acc: 0.8811
(TESTING) task: 0, epoch: 27/30, loss: 1.8569, acc: 0.8810
(TESTING) task: 0, epoch: 27/30, loss: 1.8564, acc: 0.8823
(TESTING) task: 0, epoch: 27/30, loss: 1.8582, acc: 0.8793
(TESTING) task: 0, epoch: 27/30, loss: 1.8570, acc: 0.8792
(TESTING) task: 0, epoch: 27/30, loss: 1.8575, acc: 0.8791
(TESTING) task: 0, epoch: 27/30, loss: 1.8596, acc: 0.8777
(TESTING) task: 0, epoch: 27/30, loss: 1.8589, acc: 0.8802
(TESTING) task: 0, epoch: 27/30, loss: 1.8619, acc: 0.8776
(TESTING) task: 0, epoch: 27/30, loss: 1.8599, acc: 0.8788
(TESTING) task: 0, epoch: 27/30, loss: 1.8608, acc: 0.8787
(TESTING) task: 0, epoch: 27/30, loss: 1.8604, acc: 0.8786
(TESTING) task: 0, epoch: 27/30, loss: 1.8614, acc: 0.8762
(TESTING) task: 0, epoch: 27/30, loss: 1.8628, acc: 0.8727
(TESTING) task: 0, epoch: 27/30, loss: 1.8623, acc: 0.8750
(TESTING) task: 0, epoch: 27/30, loss: 1.8622, acc: 0.8739
(TESTING) task: 0, epoch: 27/30, loss: 1.8625, acc: 0.8728
(TESTING) task: 0, epoch: 27/30, loss: 1.8627, acc: 0.8728
(TESTING) task: 0, epoch: 27/30, loss: 1.8629, acc: 0.8718
(TESTING) task: 0, epoch: 27/30, loss: 1.8638, acc: 0.8719
(TESTING) task: 0, epoch: 27/30, loss: 1.8630, acc: 0.8719
(TESTING) task: 0, epoch: 27/30, loss: 1.8618, acc: 0.8730
(TESTING) task: 0, epoch: 27/30, loss: 1.8634, acc: 0.8710
(TRAINING) task: 0, epoch: 28/30, loss: 1.8718, acc: 0.8516
(TRAINING) task: 0, epoch: 28/30, loss: 1.8540, acc: 0.8672
(TRAINING) task: 0, epoch: 28/30, loss: 1.8500, acc: 0.8763
(TRAINING) task: 0, epoch: 28/30, loss: 1.8524, acc: 0.8750
(TRAINING) task: 0, epoch: 28/30, loss: 1.8567, acc: 0.8750
(TRAINING) task: 0, epoch: 28/30, loss: 1.8510, acc: 0.8770
(TRAINING) task: 0, epoch: 28/30, loss: 1.8527, acc: 0.8744
(TRAINING) task: 0, epoch: 28/30, loss: 1.8535, acc: 0.8706
(TRAINING) task: 0, epoch: 28/30, loss: 1.8517, acc: 0.8720
(TRAINING) task: 0, epoch: 28/30, loss: 1.8522, acc: 0.8727
(TRAINING) task: 0, epoch: 28/30, loss: 1.8509, acc: 0.8736
(TRAINING) task: 0, epoch: 28/30, loss: 1.8487, acc: 0.8770
(TRAINING) task: 0, epoch: 28/30, loss: 1.8501, acc: 0.8762
(TRAINING) task: 0, epoch: 28/30, loss: 1.8513, acc: 0.8753
(TRAINING) task: 0, epoch: 28/30, loss: 1.8509, acc: 0.8766
(TRAINING) task: 0, epoch: 28/30, loss: 1.8496, acc: 0.8782
(TRAINING) task: 0, epoch: 28/30, loss: 1.8514, acc: 0.8752
(TRAINING) task: 0, epoch: 28/30, loss: 1.8529, acc: 0.8737
(TRAINING) task: 0, epoch: 28/30, loss: 1.8529, acc: 0.8738
(TRAINING) task: 0, epoch: 28/30, loss: 1.8517, acc: 0.8749
(TESTING) task: 0, epoch: 28/30, loss: 1.9071, acc: 0.8125
(TESTING) task: 0, epoch: 28/30, loss: 1.9158, acc: 0.8438
(TESTING) task: 0, epoch: 28/30, loss: 1.8844, acc: 0.8542
(TESTING) task: 0, epoch: 28/30, loss: 1.8631, acc: 0.8750
(TESTING) task: 0, epoch: 28/30, loss: 1.8610, acc: 0.8750
(TESTING) task: 0, epoch: 28/30, loss: 1.8643, acc: 0.8542
(TESTING) task: 0, epoch: 28/30, loss: 1.8656, acc: 0.8393
(TESTING) task: 0, epoch: 28/30, loss: 1.8742, acc: 0.8438
(TESTING) task: 0, epoch: 28/30, loss: 1.8755, acc: 0.8403
(TESTING) task: 0, epoch: 28/30, loss: 1.8767, acc: 0.8313
(TESTING) task: 0, epoch: 28/30, loss: 1.8732, acc: 0.8352
(TESTING) task: 0, epoch: 28/30, loss: 1.8753, acc: 0.8333
(TESTING) task: 0, epoch: 28/30, loss: 1.8753, acc: 0.8317
(TESTING) task: 0, epoch: 28/30, loss: 1.8748, acc: 0.8348
(TESTING) task: 0, epoch: 28/30, loss: 1.8732, acc: 0.8375
(TESTING) task: 0, epoch: 28/30, loss: 1.8739, acc: 0.8359
(TESTING) task: 0, epoch: 28/30, loss: 1.8708, acc: 0.8382
(TESTING) task: 0, epoch: 28/30, loss: 1.8667, acc: 0.8403
(TESTING) task: 0, epoch: 28/30, loss: 1.8658, acc: 0.8421
(TESTING) task: 0, epoch: 28/30, loss: 1.8668, acc: 0.8438
(TESTING) task: 0, epoch: 28/30, loss: 1.8627, acc: 0.8512
(TESTING) task: 0, epoch: 28/30, loss: 1.8630, acc: 0.8551
(TESTING) task: 0, epoch: 28/30, loss: 1.8635, acc: 0.8587
(TESTING) task: 0, epoch: 28/30, loss: 1.8653, acc: 0.8542
(TESTING) task: 0, epoch: 28/30, loss: 1.8684, acc: 0.8475
(TESTING) task: 0, epoch: 28/30, loss: 1.8661, acc: 0.8510
(TESTING) task: 0, epoch: 28/30, loss: 1.8639, acc: 0.8519
(TESTING) task: 0, epoch: 28/30, loss: 1.8644, acc: 0.8527
(TESTING) task: 0, epoch: 28/30, loss: 1.8672, acc: 0.8470
(TESTING) task: 0, epoch: 28/30, loss: 1.8680, acc: 0.8458
(TESTING) task: 0, epoch: 28/30, loss: 1.8672, acc: 0.8468
(TESTING) task: 0, epoch: 28/30, loss: 1.8640, acc: 0.8516
(TESTING) task: 0, epoch: 28/30, loss: 1.8638, acc: 0.8542
(TESTING) task: 0, epoch: 28/30, loss: 1.8622, acc: 0.8566
(TESTING) task: 0, epoch: 28/30, loss: 1.8607, acc: 0.8607
(TESTING) task: 0, epoch: 28/30, loss: 1.8608, acc: 0.8611
(TESTING) task: 0, epoch: 28/30, loss: 1.8606, acc: 0.8615
(TESTING) task: 0, epoch: 28/30, loss: 1.8597, acc: 0.8651
(TESTING) task: 0, epoch: 28/30, loss: 1.8595, acc: 0.8622
(TESTING) task: 0, epoch: 28/30, loss: 1.8600, acc: 0.8609
(TESTING) task: 0, epoch: 28/30, loss: 1.8594, acc: 0.8613
(TESTING) task: 0, epoch: 28/30, loss: 1.8593, acc: 0.8616
(TESTING) task: 0, epoch: 28/30, loss: 1.8591, acc: 0.8619
(TESTING) task: 0, epoch: 28/30, loss: 1.8600, acc: 0.8594
(TESTING) task: 0, epoch: 28/30, loss: 1.8568, acc: 0.8625
(TESTING) task: 0, epoch: 28/30, loss: 1.8578, acc: 0.8628
(TESTING) task: 0, epoch: 28/30, loss: 1.8580, acc: 0.8617
(TESTING) task: 0, epoch: 28/30, loss: 1.8595, acc: 0.8620
(TESTING) task: 0, epoch: 28/30, loss: 1.8585, acc: 0.8622
(TESTING) task: 0, epoch: 28/30, loss: 1.8603, acc: 0.8625
(TESTING) task: 0, epoch: 28/30, loss: 1.8595, acc: 0.8640
(TESTING) task: 0, epoch: 28/30, loss: 1.8583, acc: 0.8666
(TESTING) task: 0, epoch: 28/30, loss: 1.8586, acc: 0.8667
(TESTING) task: 0, epoch: 28/30, loss: 1.8588, acc: 0.8657
(TESTING) task: 0, epoch: 28/30, loss: 1.8598, acc: 0.8659
(TESTING) task: 0, epoch: 28/30, loss: 1.8602, acc: 0.8661
(TESTING) task: 0, epoch: 28/30, loss: 1.8593, acc: 0.8673
(TESTING) task: 0, epoch: 28/30, loss: 1.8599, acc: 0.8653
(TESTING) task: 0, epoch: 28/30, loss: 1.8600, acc: 0.8655
(TESTING) task: 0, epoch: 28/30, loss: 1.8592, acc: 0.8656
(TESTING) task: 0, epoch: 28/30, loss: 1.8582, acc: 0.8658
(TESTING) task: 0, epoch: 28/30, loss: 1.8586, acc: 0.8649
(TESTING) task: 0, epoch: 28/30, loss: 1.8581, acc: 0.8651
(TRAINING) task: 0, epoch: 29/30, loss: 1.8567, acc: 0.8789
(TRAINING) task: 0, epoch: 29/30, loss: 1.8580, acc: 0.8711
(TRAINING) task: 0, epoch: 29/30, loss: 1.8542, acc: 0.8633
(TRAINING) task: 0, epoch: 29/30, loss: 1.8557, acc: 0.8594
(TRAINING) task: 0, epoch: 29/30, loss: 1.8522, acc: 0.8641
(TRAINING) task: 0, epoch: 29/30, loss: 1.8507, acc: 0.8691
(TRAINING) task: 0, epoch: 29/30, loss: 1.8500, acc: 0.8728
(TRAINING) task: 0, epoch: 29/30, loss: 1.8530, acc: 0.8716
(TRAINING) task: 0, epoch: 29/30, loss: 1.8532, acc: 0.8711
(TRAINING) task: 0, epoch: 29/30, loss: 1.8517, acc: 0.8742
(TRAINING) task: 0, epoch: 29/30, loss: 1.8507, acc: 0.8743
(TRAINING) task: 0, epoch: 29/30, loss: 1.8510, acc: 0.8714
(TRAINING) task: 0, epoch: 29/30, loss: 1.8505, acc: 0.8723
(TRAINING) task: 0, epoch: 29/30, loss: 1.8496, acc: 0.8747
(TRAINING) task: 0, epoch: 29/30, loss: 1.8483, acc: 0.8747
(TRAINING) task: 0, epoch: 29/30, loss: 1.8492, acc: 0.8730
(TRAINING) task: 0, epoch: 29/30, loss: 1.8492, acc: 0.8722
(TRAINING) task: 0, epoch: 29/30, loss: 1.8485, acc: 0.8717
(TRAINING) task: 0, epoch: 29/30, loss: 1.8466, acc: 0.8746
(TRAINING) task: 0, epoch: 29/30, loss: 1.8474, acc: 0.8731
(TESTING) task: 0, epoch: 29/30, loss: 1.8077, acc: 0.8750
(TESTING) task: 0, epoch: 29/30, loss: 1.8104, acc: 0.9062
(TESTING) task: 0, epoch: 29/30, loss: 1.7758, acc: 0.9375
(TESTING) task: 0, epoch: 29/30, loss: 1.7731, acc: 0.9531
(TESTING) task: 0, epoch: 29/30, loss: 1.8103, acc: 0.9125
(TESTING) task: 0, epoch: 29/30, loss: 1.8190, acc: 0.9062
(TESTING) task: 0, epoch: 29/30, loss: 1.8231, acc: 0.9018
(TESTING) task: 0, epoch: 29/30, loss: 1.8295, acc: 0.8906
(TESTING) task: 0, epoch: 29/30, loss: 1.8235, acc: 0.8958
(TESTING) task: 0, epoch: 29/30, loss: 1.8280, acc: 0.8875
(TESTING) task: 0, epoch: 29/30, loss: 1.8421, acc: 0.8693
(TESTING) task: 0, epoch: 29/30, loss: 1.8424, acc: 0.8698
(TESTING) task: 0, epoch: 29/30, loss: 1.8462, acc: 0.8654
(TESTING) task: 0, epoch: 29/30, loss: 1.8471, acc: 0.8661
(TESTING) task: 0, epoch: 29/30, loss: 1.8483, acc: 0.8708
(TESTING) task: 0, epoch: 29/30, loss: 1.8426, acc: 0.8789
(TESTING) task: 0, epoch: 29/30, loss: 1.8443, acc: 0.8787
(TESTING) task: 0, epoch: 29/30, loss: 1.8462, acc: 0.8715
(TESTING) task: 0, epoch: 29/30, loss: 1.8463, acc: 0.8717
(TESTING) task: 0, epoch: 29/30, loss: 1.8419, acc: 0.8750
(TESTING) task: 0, epoch: 29/30, loss: 1.8410, acc: 0.8780
(TESTING) task: 0, epoch: 29/30, loss: 1.8399, acc: 0.8778
(TESTING) task: 0, epoch: 29/30, loss: 1.8414, acc: 0.8777
(TESTING) task: 0, epoch: 29/30, loss: 1.8449, acc: 0.8776
(TESTING) task: 0, epoch: 29/30, loss: 1.8429, acc: 0.8775
(TESTING) task: 0, epoch: 29/30, loss: 1.8446, acc: 0.8750
(TESTING) task: 0, epoch: 29/30, loss: 1.8447, acc: 0.8727
(TESTING) task: 0, epoch: 29/30, loss: 1.8424, acc: 0.8728
(TESTING) task: 0, epoch: 29/30, loss: 1.8454, acc: 0.8685
(TESTING) task: 0, epoch: 29/30, loss: 1.8457, acc: 0.8667
(TESTING) task: 0, epoch: 29/30, loss: 1.8440, acc: 0.8669
(TESTING) task: 0, epoch: 29/30, loss: 1.8438, acc: 0.8633
(TESTING) task: 0, epoch: 29/30, loss: 1.8420, acc: 0.8655
(TESTING) task: 0, epoch: 29/30, loss: 1.8437, acc: 0.8658
(TESTING) task: 0, epoch: 29/30, loss: 1.8433, acc: 0.8661
(TESTING) task: 0, epoch: 29/30, loss: 1.8421, acc: 0.8698
(TESTING) task: 0, epoch: 29/30, loss: 1.8435, acc: 0.8666
(TESTING) task: 0, epoch: 29/30, loss: 1.8464, acc: 0.8618
(TESTING) task: 0, epoch: 29/30, loss: 1.8459, acc: 0.8622
(TESTING) task: 0, epoch: 29/30, loss: 1.8463, acc: 0.8625
(TESTING) task: 0, epoch: 29/30, loss: 1.8466, acc: 0.8628
(TESTING) task: 0, epoch: 29/30, loss: 1.8483, acc: 0.8616
(TESTING) task: 0, epoch: 29/30, loss: 1.8485, acc: 0.8605
(TESTING) task: 0, epoch: 29/30, loss: 1.8468, acc: 0.8622
(TESTING) task: 0, epoch: 29/30, loss: 1.8470, acc: 0.8639
(TESTING) task: 0, epoch: 29/30, loss: 1.8464, acc: 0.8655
(TESTING) task: 0, epoch: 29/30, loss: 1.8464, acc: 0.8644
(TESTING) task: 0, epoch: 29/30, loss: 1.8476, acc: 0.8633
(TESTING) task: 0, epoch: 29/30, loss: 1.8469, acc: 0.8648
(TESTING) task: 0, epoch: 29/30, loss: 1.8471, acc: 0.8638
(TESTING) task: 0, epoch: 29/30, loss: 1.8458, acc: 0.8664
(TESTING) task: 0, epoch: 29/30, loss: 1.8468, acc: 0.8654
(TESTING) task: 0, epoch: 29/30, loss: 1.8477, acc: 0.8656
(TESTING) task: 0, epoch: 29/30, loss: 1.8500, acc: 0.8623
(TESTING) task: 0, epoch: 29/30, loss: 1.8500, acc: 0.8614
(TESTING) task: 0, epoch: 29/30, loss: 1.8495, acc: 0.8627
(TESTING) task: 0, epoch: 29/30, loss: 1.8505, acc: 0.8618
(TESTING) task: 0, epoch: 29/30, loss: 1.8518, acc: 0.8610
(TESTING) task: 0, epoch: 29/30, loss: 1.8510, acc: 0.8612
(TESTING) task: 0, epoch: 29/30, loss: 1.8516, acc: 0.8604
(TESTING) task: 0, epoch: 29/30, loss: 1.8531, acc: 0.8607
(TESTING) task: 0, epoch: 29/30, loss: 1.8519, acc: 0.8619
(TESTING) task: 0, epoch: 29/30, loss: 1.8506, acc: 0.8621
#params=56074
(TRAINING) task: 1, epoch: 0/30, loss: 2.3067, acc: 0.0625
(TRAINING) task: 1, epoch: 0/30, loss: 2.3062, acc: 0.0762
(TRAINING) task: 1, epoch: 0/30, loss: 2.3056, acc: 0.0781
(TRAINING) task: 1, epoch: 0/30, loss: 2.3052, acc: 0.0801
(TRAINING) task: 1, epoch: 0/30, loss: 2.3052, acc: 0.0797
(TRAINING) task: 1, epoch: 0/30, loss: 2.3045, acc: 0.0859
(TRAINING) task: 1, epoch: 0/30, loss: 2.3043, acc: 0.0876
(TRAINING) task: 1, epoch: 0/30, loss: 2.3042, acc: 0.0884
(TRAINING) task: 1, epoch: 0/30, loss: 2.3042, acc: 0.0885
(TRAINING) task: 1, epoch: 0/30, loss: 2.3042, acc: 0.0910
(TRAINING) task: 1, epoch: 0/30, loss: 2.3043, acc: 0.0898
(TRAINING) task: 1, epoch: 0/30, loss: 2.3042, acc: 0.0911
(TRAINING) task: 1, epoch: 0/30, loss: 2.3042, acc: 0.0922
(TRAINING) task: 1, epoch: 0/30, loss: 2.3040, acc: 0.0938
(TRAINING) task: 1, epoch: 0/30, loss: 2.3037, acc: 0.0974
(TRAINING) task: 1, epoch: 0/30, loss: 2.3035, acc: 0.0986
(TRAINING) task: 1, epoch: 0/30, loss: 2.3034, acc: 0.1000
(TRAINING) task: 1, epoch: 0/30, loss: 2.3033, acc: 0.1018
(TRAINING) task: 1, epoch: 0/30, loss: 2.3031, acc: 0.1020
(TRAINING) task: 1, epoch: 0/30, loss: 2.3031, acc: 0.1039
(TESTING) task: 1, epoch: 0/30, loss: 2.2988, acc: 0.0625
(TESTING) task: 1, epoch: 0/30, loss: 2.2981, acc: 0.1250
(TESTING) task: 1, epoch: 0/30, loss: 2.2991, acc: 0.1250
(TESTING) task: 1, epoch: 0/30, loss: 2.2975, acc: 0.1562
(TESTING) task: 1, epoch: 0/30, loss: 2.2987, acc: 0.1500
(TESTING) task: 1, epoch: 0/30, loss: 2.2992, acc: 0.1458
(TESTING) task: 1, epoch: 0/30, loss: 2.2988, acc: 0.1429
(TESTING) task: 1, epoch: 0/30, loss: 2.2980, acc: 0.1484
(TESTING) task: 1, epoch: 0/30, loss: 2.2978, acc: 0.1389
(TESTING) task: 1, epoch: 0/30, loss: 2.2973, acc: 0.1375
(TESTING) task: 1, epoch: 0/30, loss: 2.2971, acc: 0.1364
(TESTING) task: 1, epoch: 0/30, loss: 2.2983, acc: 0.1302
(TESTING) task: 1, epoch: 0/30, loss: 2.2982, acc: 0.1298
(TESTING) task: 1, epoch: 0/30, loss: 2.2981, acc: 0.1295
(TESTING) task: 1, epoch: 0/30, loss: 2.2986, acc: 0.1292
(TESTING) task: 1, epoch: 0/30, loss: 2.2989, acc: 0.1211
(TESTING) task: 1, epoch: 0/30, loss: 2.2990, acc: 0.1250
(TESTING) task: 1, epoch: 0/30, loss: 2.2993, acc: 0.1215
(TESTING) task: 1, epoch: 0/30, loss: 2.2987, acc: 0.1250
(TESTING) task: 1, epoch: 0/30, loss: 2.2986, acc: 0.1344
(TESTING) task: 1, epoch: 0/30, loss: 2.2983, acc: 0.1399
(TESTING) task: 1, epoch: 0/30, loss: 2.2986, acc: 0.1364
(TESTING) task: 1, epoch: 0/30, loss: 2.2985, acc: 0.1359
(TESTING) task: 1, epoch: 0/30, loss: 2.2985, acc: 0.1380
(TESTING) task: 1, epoch: 0/30, loss: 2.2986, acc: 0.1350
(TESTING) task: 1, epoch: 0/30, loss: 2.2990, acc: 0.1298
(TESTING) task: 1, epoch: 0/30, loss: 2.2990, acc: 0.1296
(TESTING) task: 1, epoch: 0/30, loss: 2.2994, acc: 0.1272
(TESTING) task: 1, epoch: 0/30, loss: 2.2991, acc: 0.1293
(TESTING) task: 1, epoch: 0/30, loss: 2.2989, acc: 0.1333
(TESTING) task: 1, epoch: 0/30, loss: 2.2987, acc: 0.1351
(TESTING) task: 1, epoch: 0/30, loss: 2.2985, acc: 0.1367
(TESTING) task: 1, epoch: 0/30, loss: 2.2986, acc: 0.1326
(TESTING) task: 1, epoch: 0/30, loss: 2.2985, acc: 0.1360
(TESTING) task: 1, epoch: 0/30, loss: 2.2986, acc: 0.1375
(TESTING) task: 1, epoch: 0/30, loss: 2.2987, acc: 0.1406
(TESTING) task: 1, epoch: 0/30, loss: 2.2989, acc: 0.1402
(TESTING) task: 1, epoch: 0/30, loss: 2.2990, acc: 0.1398
(TESTING) task: 1, epoch: 0/30, loss: 2.2990, acc: 0.1410
(TESTING) task: 1, epoch: 0/30, loss: 2.2991, acc: 0.1406
(TESTING) task: 1, epoch: 0/30, loss: 2.2994, acc: 0.1387
(TESTING) task: 1, epoch: 0/30, loss: 2.2994, acc: 0.1369
(TESTING) task: 1, epoch: 0/30, loss: 2.2994, acc: 0.1410
(TESTING) task: 1, epoch: 0/30, loss: 2.2994, acc: 0.1420
(TESTING) task: 1, epoch: 0/30, loss: 2.2996, acc: 0.1403
(TESTING) task: 1, epoch: 0/30, loss: 2.2997, acc: 0.1399
(TESTING) task: 1, epoch: 0/30, loss: 2.2999, acc: 0.1410
(TESTING) task: 1, epoch: 0/30, loss: 2.3000, acc: 0.1419
(TESTING) task: 1, epoch: 0/30, loss: 2.3000, acc: 0.1416
(TESTING) task: 1, epoch: 0/30, loss: 2.3001, acc: 0.1400
(TESTING) task: 1, epoch: 0/30, loss: 2.3002, acc: 0.1397
(TESTING) task: 1, epoch: 0/30, loss: 2.3002, acc: 0.1394
(TESTING) task: 1, epoch: 0/30, loss: 2.3002, acc: 0.1392
(TESTING) task: 1, epoch: 0/30, loss: 2.3002, acc: 0.1377
(TESTING) task: 1, epoch: 0/30, loss: 2.3000, acc: 0.1409
(TESTING) task: 1, epoch: 0/30, loss: 2.3002, acc: 0.1395
(TESTING) task: 1, epoch: 0/30, loss: 2.3002, acc: 0.1393
(TESTING) task: 1, epoch: 0/30, loss: 2.3001, acc: 0.1401
(TESTING) task: 1, epoch: 0/30, loss: 2.3000, acc: 0.1430
(TESTING) task: 1, epoch: 0/30, loss: 2.3000, acc: 0.1427
(TESTING) task: 1, epoch: 0/30, loss: 2.2999, acc: 0.1445
(TESTING) task: 1, epoch: 0/30, loss: 2.2998, acc: 0.1462
(TESTING) task: 1, epoch: 0/30, loss: 2.2997, acc: 0.1498
(TRAINING) task: 1, epoch: 1/30, loss: 2.2995, acc: 0.1562
(TRAINING) task: 1, epoch: 1/30, loss: 2.2998, acc: 0.1484
(TRAINING) task: 1, epoch: 1/30, loss: 2.2994, acc: 0.1497
(TRAINING) task: 1, epoch: 1/30, loss: 2.2991, acc: 0.1533
(TRAINING) task: 1, epoch: 1/30, loss: 2.2989, acc: 0.1578
(TRAINING) task: 1, epoch: 1/30, loss: 2.2986, acc: 0.1634
(TRAINING) task: 1, epoch: 1/30, loss: 2.2985, acc: 0.1641
(TRAINING) task: 1, epoch: 1/30, loss: 2.2986, acc: 0.1650
(TRAINING) task: 1, epoch: 1/30, loss: 2.2984, acc: 0.1680
(TRAINING) task: 1, epoch: 1/30, loss: 2.2979, acc: 0.1738
(TRAINING) task: 1, epoch: 1/30, loss: 2.2979, acc: 0.1733
(TRAINING) task: 1, epoch: 1/30, loss: 2.2978, acc: 0.1748
(TRAINING) task: 1, epoch: 1/30, loss: 2.2977, acc: 0.1764
(TRAINING) task: 1, epoch: 1/30, loss: 2.2974, acc: 0.1805
(TRAINING) task: 1, epoch: 1/30, loss: 2.2975, acc: 0.1794
(TRAINING) task: 1, epoch: 1/30, loss: 2.2974, acc: 0.1812
(TRAINING) task: 1, epoch: 1/30, loss: 2.2973, acc: 0.1822
(TRAINING) task: 1, epoch: 1/30, loss: 2.2973, acc: 0.1842
(TRAINING) task: 1, epoch: 1/30, loss: 2.2970, acc: 0.1887
(TRAINING) task: 1, epoch: 1/30, loss: 2.2969, acc: 0.1918
(TESTING) task: 1, epoch: 1/30, loss: 2.2951, acc: 0.1250
(TESTING) task: 1, epoch: 1/30, loss: 2.2958, acc: 0.1875
(TESTING) task: 1, epoch: 1/30, loss: 2.2967, acc: 0.1667
(TESTING) task: 1, epoch: 1/30, loss: 2.2944, acc: 0.2031
(TESTING) task: 1, epoch: 1/30, loss: 2.2937, acc: 0.2250
(TESTING) task: 1, epoch: 1/30, loss: 2.2939, acc: 0.2188
(TESTING) task: 1, epoch: 1/30, loss: 2.2938, acc: 0.2321
(TESTING) task: 1, epoch: 1/30, loss: 2.2935, acc: 0.2266
(TESTING) task: 1, epoch: 1/30, loss: 2.2929, acc: 0.2569
(TESTING) task: 1, epoch: 1/30, loss: 2.2933, acc: 0.2562
(TESTING) task: 1, epoch: 1/30, loss: 2.2940, acc: 0.2557
(TESTING) task: 1, epoch: 1/30, loss: 2.2942, acc: 0.2500
(TESTING) task: 1, epoch: 1/30, loss: 2.2943, acc: 0.2404
(TESTING) task: 1, epoch: 1/30, loss: 2.2944, acc: 0.2366
(TESTING) task: 1, epoch: 1/30, loss: 2.2949, acc: 0.2208
(TESTING) task: 1, epoch: 1/30, loss: 2.2951, acc: 0.2227
(TESTING) task: 1, epoch: 1/30, loss: 2.2945, acc: 0.2353
(TESTING) task: 1, epoch: 1/30, loss: 2.2943, acc: 0.2361
(TESTING) task: 1, epoch: 1/30, loss: 2.2942, acc: 0.2401
(TESTING) task: 1, epoch: 1/30, loss: 2.2936, acc: 0.2531
(TESTING) task: 1, epoch: 1/30, loss: 2.2935, acc: 0.2560
(TESTING) task: 1, epoch: 1/30, loss: 2.2935, acc: 0.2557
(TESTING) task: 1, epoch: 1/30, loss: 2.2935, acc: 0.2554
(TESTING) task: 1, epoch: 1/30, loss: 2.2938, acc: 0.2578
(TESTING) task: 1, epoch: 1/30, loss: 2.2939, acc: 0.2525
(TESTING) task: 1, epoch: 1/30, loss: 2.2934, acc: 0.2524
(TESTING) task: 1, epoch: 1/30, loss: 2.2934, acc: 0.2523
(TESTING) task: 1, epoch: 1/30, loss: 2.2938, acc: 0.2500
(TESTING) task: 1, epoch: 1/30, loss: 2.2936, acc: 0.2522
(TESTING) task: 1, epoch: 1/30, loss: 2.2935, acc: 0.2500
(TESTING) task: 1, epoch: 1/30, loss: 2.2936, acc: 0.2480
(TESTING) task: 1, epoch: 1/30, loss: 2.2935, acc: 0.2500
(TESTING) task: 1, epoch: 1/30, loss: 2.2936, acc: 0.2481
(TESTING) task: 1, epoch: 1/30, loss: 2.2936, acc: 0.2482
(TESTING) task: 1, epoch: 1/30, loss: 2.2936, acc: 0.2554
(TESTING) task: 1, epoch: 1/30, loss: 2.2933, acc: 0.2552
(TESTING) task: 1, epoch: 1/30, loss: 2.2934, acc: 0.2568
(TESTING) task: 1, epoch: 1/30, loss: 2.2934, acc: 0.2549
(TESTING) task: 1, epoch: 1/30, loss: 2.2934, acc: 0.2564
(TESTING) task: 1, epoch: 1/30, loss: 2.2935, acc: 0.2547
(TESTING) task: 1, epoch: 1/30, loss: 2.2934, acc: 0.2561
(TESTING) task: 1, epoch: 1/30, loss: 2.2934, acc: 0.2560
(TESTING) task: 1, epoch: 1/30, loss: 2.2933, acc: 0.2587
(TESTING) task: 1, epoch: 1/30, loss: 2.2934, acc: 0.2543
(TESTING) task: 1, epoch: 1/30, loss: 2.2936, acc: 0.2528
(TESTING) task: 1, epoch: 1/30, loss: 2.2936, acc: 0.2541
(TESTING) task: 1, epoch: 1/30, loss: 2.2935, acc: 0.2540
(TESTING) task: 1, epoch: 1/30, loss: 2.2937, acc: 0.2526
(TESTING) task: 1, epoch: 1/30, loss: 2.2935, acc: 0.2551
(TESTING) task: 1, epoch: 1/30, loss: 2.2934, acc: 0.2550
(TESTING) task: 1, epoch: 1/30, loss: 2.2933, acc: 0.2537
(TESTING) task: 1, epoch: 1/30, loss: 2.2932, acc: 0.2572
(TESTING) task: 1, epoch: 1/30, loss: 2.2931, acc: 0.2559
(TESTING) task: 1, epoch: 1/30, loss: 2.2930, acc: 0.2558
(TESTING) task: 1, epoch: 1/30, loss: 2.2931, acc: 0.2545
(TESTING) task: 1, epoch: 1/30, loss: 2.2932, acc: 0.2533
(TESTING) task: 1, epoch: 1/30, loss: 2.2932, acc: 0.2522
(TESTING) task: 1, epoch: 1/30, loss: 2.2932, acc: 0.2554
(TESTING) task: 1, epoch: 1/30, loss: 2.2932, acc: 0.2553
(TESTING) task: 1, epoch: 1/30, loss: 2.2931, acc: 0.2573
(TESTING) task: 1, epoch: 1/30, loss: 2.2930, acc: 0.2572
(TESTING) task: 1, epoch: 1/30, loss: 2.2930, acc: 0.2581
(TESTING) task: 1, epoch: 1/30, loss: 2.2930, acc: 0.2579
(TRAINING) task: 1, epoch: 2/30, loss: 2.2937, acc: 0.2148
(TRAINING) task: 1, epoch: 2/30, loss: 2.2932, acc: 0.2305
(TRAINING) task: 1, epoch: 2/30, loss: 2.2921, acc: 0.2565
(TRAINING) task: 1, epoch: 2/30, loss: 2.2918, acc: 0.2637
(TRAINING) task: 1, epoch: 2/30, loss: 2.2918, acc: 0.2609
(TRAINING) task: 1, epoch: 2/30, loss: 2.2914, acc: 0.2663
(TRAINING) task: 1, epoch: 2/30, loss: 2.2914, acc: 0.2706
(TRAINING) task: 1, epoch: 2/30, loss: 2.2913, acc: 0.2729
(TRAINING) task: 1, epoch: 2/30, loss: 2.2912, acc: 0.2730
(TRAINING) task: 1, epoch: 2/30, loss: 2.2909, acc: 0.2805
(TRAINING) task: 1, epoch: 2/30, loss: 2.2910, acc: 0.2781
(TRAINING) task: 1, epoch: 2/30, loss: 2.2909, acc: 0.2796
(TRAINING) task: 1, epoch: 2/30, loss: 2.2907, acc: 0.2819
(TRAINING) task: 1, epoch: 2/30, loss: 2.2906, acc: 0.2852
(TRAINING) task: 1, epoch: 2/30, loss: 2.2903, acc: 0.2909
(TRAINING) task: 1, epoch: 2/30, loss: 2.2900, acc: 0.2920
(TRAINING) task: 1, epoch: 2/30, loss: 2.2898, acc: 0.2976
(TRAINING) task: 1, epoch: 2/30, loss: 2.2896, acc: 0.3001
(TRAINING) task: 1, epoch: 2/30, loss: 2.2894, acc: 0.3020
(TRAINING) task: 1, epoch: 2/30, loss: 2.2891, acc: 0.3020
(TESTING) task: 1, epoch: 2/30, loss: 2.2871, acc: 0.3750
(TESTING) task: 1, epoch: 2/30, loss: 2.2835, acc: 0.4375
(TESTING) task: 1, epoch: 2/30, loss: 2.2858, acc: 0.3958
(TESTING) task: 1, epoch: 2/30, loss: 2.2873, acc: 0.3594
(TESTING) task: 1, epoch: 2/30, loss: 2.2880, acc: 0.3500
(TESTING) task: 1, epoch: 2/30, loss: 2.2888, acc: 0.3333
(TESTING) task: 1, epoch: 2/30, loss: 2.2881, acc: 0.3304
(TESTING) task: 1, epoch: 2/30, loss: 2.2882, acc: 0.3281
(TESTING) task: 1, epoch: 2/30, loss: 2.2886, acc: 0.3194
(TESTING) task: 1, epoch: 2/30, loss: 2.2886, acc: 0.3063
(TESTING) task: 1, epoch: 2/30, loss: 2.2882, acc: 0.3068
(TESTING) task: 1, epoch: 2/30, loss: 2.2874, acc: 0.3177
(TESTING) task: 1, epoch: 2/30, loss: 2.2878, acc: 0.3221
(TESTING) task: 1, epoch: 2/30, loss: 2.2878, acc: 0.3214
(TESTING) task: 1, epoch: 2/30, loss: 2.2875, acc: 0.3333
(TESTING) task: 1, epoch: 2/30, loss: 2.2871, acc: 0.3320
(TESTING) task: 1, epoch: 2/30, loss: 2.2877, acc: 0.3272
(TESTING) task: 1, epoch: 2/30, loss: 2.2872, acc: 0.3368
(TESTING) task: 1, epoch: 2/30, loss: 2.2868, acc: 0.3454
(TESTING) task: 1, epoch: 2/30, loss: 2.2871, acc: 0.3406
(TESTING) task: 1, epoch: 2/30, loss: 2.2869, acc: 0.3393
(TESTING) task: 1, epoch: 2/30, loss: 2.2869, acc: 0.3381
(TESTING) task: 1, epoch: 2/30, loss: 2.2870, acc: 0.3370
(TESTING) task: 1, epoch: 2/30, loss: 2.2869, acc: 0.3438
(TESTING) task: 1, epoch: 2/30, loss: 2.2869, acc: 0.3450
(TESTING) task: 1, epoch: 2/30, loss: 2.2865, acc: 0.3462
(TESTING) task: 1, epoch: 2/30, loss: 2.2863, acc: 0.3472
(TESTING) task: 1, epoch: 2/30, loss: 2.2858, acc: 0.3571
(TESTING) task: 1, epoch: 2/30, loss: 2.2859, acc: 0.3556
(TESTING) task: 1, epoch: 2/30, loss: 2.2863, acc: 0.3521
(TESTING) task: 1, epoch: 2/30, loss: 2.2860, acc: 0.3508
(TESTING) task: 1, epoch: 2/30, loss: 2.2863, acc: 0.3457
(TESTING) task: 1, epoch: 2/30, loss: 2.2867, acc: 0.3428
(TESTING) task: 1, epoch: 2/30, loss: 2.2863, acc: 0.3438
(TESTING) task: 1, epoch: 2/30, loss: 2.2860, acc: 0.3464
(TESTING) task: 1, epoch: 2/30, loss: 2.2858, acc: 0.3490
(TESTING) task: 1, epoch: 2/30, loss: 2.2857, acc: 0.3497
(TESTING) task: 1, epoch: 2/30, loss: 2.2858, acc: 0.3454
(TESTING) task: 1, epoch: 2/30, loss: 2.2857, acc: 0.3478
(TESTING) task: 1, epoch: 2/30, loss: 2.2857, acc: 0.3484
(TESTING) task: 1, epoch: 2/30, loss: 2.2858, acc: 0.3445
(TESTING) task: 1, epoch: 2/30, loss: 2.2856, acc: 0.3512
(TESTING) task: 1, epoch: 2/30, loss: 2.2857, acc: 0.3459
(TESTING) task: 1, epoch: 2/30, loss: 2.2853, acc: 0.3537
(TESTING) task: 1, epoch: 2/30, loss: 2.2851, acc: 0.3556
(TESTING) task: 1, epoch: 2/30, loss: 2.2849, acc: 0.3587
(TESTING) task: 1, epoch: 2/30, loss: 2.2850, acc: 0.3590
(TESTING) task: 1, epoch: 2/30, loss: 2.2849, acc: 0.3581
(TESTING) task: 1, epoch: 2/30, loss: 2.2851, acc: 0.3559
(TESTING) task: 1, epoch: 2/30, loss: 2.2849, acc: 0.3563
(TESTING) task: 1, epoch: 2/30, loss: 2.2849, acc: 0.3578
(TESTING) task: 1, epoch: 2/30, loss: 2.2847, acc: 0.3570
(TESTING) task: 1, epoch: 2/30, loss: 2.2848, acc: 0.3561
(TESTING) task: 1, epoch: 2/30, loss: 2.2847, acc: 0.3565
(TESTING) task: 1, epoch: 2/30, loss: 2.2848, acc: 0.3534
(TESTING) task: 1, epoch: 2/30, loss: 2.2849, acc: 0.3527
(TESTING) task: 1, epoch: 2/30, loss: 2.2848, acc: 0.3542
(TESTING) task: 1, epoch: 2/30, loss: 2.2847, acc: 0.3567
(TESTING) task: 1, epoch: 2/30, loss: 2.2849, acc: 0.3538
(TESTING) task: 1, epoch: 2/30, loss: 2.2849, acc: 0.3510
(TESTING) task: 1, epoch: 2/30, loss: 2.2849, acc: 0.3525
(TESTING) task: 1, epoch: 2/30, loss: 2.2849, acc: 0.3528
(TESTING) task: 1, epoch: 2/30, loss: 2.2849, acc: 0.3552
(TRAINING) task: 1, epoch: 3/30, loss: 2.2853, acc: 0.3320
(TRAINING) task: 1, epoch: 3/30, loss: 2.2846, acc: 0.3594
(TRAINING) task: 1, epoch: 3/30, loss: 2.2838, acc: 0.3737
(TRAINING) task: 1, epoch: 3/30, loss: 2.2839, acc: 0.3721
(TRAINING) task: 1, epoch: 3/30, loss: 2.2831, acc: 0.3766
(TRAINING) task: 1, epoch: 3/30, loss: 2.2830, acc: 0.3763
(TRAINING) task: 1, epoch: 3/30, loss: 2.2829, acc: 0.3728
(TRAINING) task: 1, epoch: 3/30, loss: 2.2827, acc: 0.3750
(TRAINING) task: 1, epoch: 3/30, loss: 2.2826, acc: 0.3793
(TRAINING) task: 1, epoch: 3/30, loss: 2.2822, acc: 0.3820
(TRAINING) task: 1, epoch: 3/30, loss: 2.2821, acc: 0.3828
(TRAINING) task: 1, epoch: 3/30, loss: 2.2819, acc: 0.3857
(TRAINING) task: 1, epoch: 3/30, loss: 2.2819, acc: 0.3876
(TRAINING) task: 1, epoch: 3/30, loss: 2.2815, acc: 0.3920
(TRAINING) task: 1, epoch: 3/30, loss: 2.2810, acc: 0.3990
(TRAINING) task: 1, epoch: 3/30, loss: 2.2809, acc: 0.4001
(TRAINING) task: 1, epoch: 3/30, loss: 2.2806, acc: 0.4014
(TRAINING) task: 1, epoch: 3/30, loss: 2.2802, acc: 0.4067
(TRAINING) task: 1, epoch: 3/30, loss: 2.2799, acc: 0.4089
(TRAINING) task: 1, epoch: 3/30, loss: 2.2797, acc: 0.4116
(TESTING) task: 1, epoch: 3/30, loss: 2.2772, acc: 0.5625
(TESTING) task: 1, epoch: 3/30, loss: 2.2779, acc: 0.4688
(TESTING) task: 1, epoch: 3/30, loss: 2.2815, acc: 0.3958
(TESTING) task: 1, epoch: 3/30, loss: 2.2796, acc: 0.3906
(TESTING) task: 1, epoch: 3/30, loss: 2.2785, acc: 0.3875
(TESTING) task: 1, epoch: 3/30, loss: 2.2773, acc: 0.3646
(TESTING) task: 1, epoch: 3/30, loss: 2.2739, acc: 0.4018
(TESTING) task: 1, epoch: 3/30, loss: 2.2747, acc: 0.4062
(TESTING) task: 1, epoch: 3/30, loss: 2.2739, acc: 0.4236
(TESTING) task: 1, epoch: 3/30, loss: 2.2737, acc: 0.4375
(TESTING) task: 1, epoch: 3/30, loss: 2.2745, acc: 0.4432
(TESTING) task: 1, epoch: 3/30, loss: 2.2749, acc: 0.4375
(TESTING) task: 1, epoch: 3/30, loss: 2.2747, acc: 0.4471
(TESTING) task: 1, epoch: 3/30, loss: 2.2756, acc: 0.4464
(TESTING) task: 1, epoch: 3/30, loss: 2.2757, acc: 0.4500
(TESTING) task: 1, epoch: 3/30, loss: 2.2754, acc: 0.4531
(TESTING) task: 1, epoch: 3/30, loss: 2.2749, acc: 0.4559
(TESTING) task: 1, epoch: 3/30, loss: 2.2751, acc: 0.4549
(TESTING) task: 1, epoch: 3/30, loss: 2.2750, acc: 0.4605
(TESTING) task: 1, epoch: 3/30, loss: 2.2742, acc: 0.4719
(TESTING) task: 1, epoch: 3/30, loss: 2.2745, acc: 0.4702
(TESTING) task: 1, epoch: 3/30, loss: 2.2744, acc: 0.4773
(TESTING) task: 1, epoch: 3/30, loss: 2.2745, acc: 0.4755
(TESTING) task: 1, epoch: 3/30, loss: 2.2748, acc: 0.4740
(TESTING) task: 1, epoch: 3/30, loss: 2.2748, acc: 0.4725
(TESTING) task: 1, epoch: 3/30, loss: 2.2746, acc: 0.4712
(TESTING) task: 1, epoch: 3/30, loss: 2.2746, acc: 0.4722
(TESTING) task: 1, epoch: 3/30, loss: 2.2745, acc: 0.4777
(TESTING) task: 1, epoch: 3/30, loss: 2.2750, acc: 0.4720
(TESTING) task: 1, epoch: 3/30, loss: 2.2745, acc: 0.4750
(TESTING) task: 1, epoch: 3/30, loss: 2.2737, acc: 0.4819
(TESTING) task: 1, epoch: 3/30, loss: 2.2742, acc: 0.4766
(TESTING) task: 1, epoch: 3/30, loss: 2.2742, acc: 0.4754
(TESTING) task: 1, epoch: 3/30, loss: 2.2744, acc: 0.4724
(TESTING) task: 1, epoch: 3/30, loss: 2.2743, acc: 0.4714
(TESTING) task: 1, epoch: 3/30, loss: 2.2745, acc: 0.4670
(TESTING) task: 1, epoch: 3/30, loss: 2.2743, acc: 0.4730
(TESTING) task: 1, epoch: 3/30, loss: 2.2741, acc: 0.4786
(TESTING) task: 1, epoch: 3/30, loss: 2.2743, acc: 0.4760
(TESTING) task: 1, epoch: 3/30, loss: 2.2742, acc: 0.4750
(TESTING) task: 1, epoch: 3/30, loss: 2.2741, acc: 0.4741
(TESTING) task: 1, epoch: 3/30, loss: 2.2739, acc: 0.4762
(TESTING) task: 1, epoch: 3/30, loss: 2.2739, acc: 0.4738
(TESTING) task: 1, epoch: 3/30, loss: 2.2738, acc: 0.4759
(TESTING) task: 1, epoch: 3/30, loss: 2.2740, acc: 0.4750
(TESTING) task: 1, epoch: 3/30, loss: 2.2744, acc: 0.4715
(TESTING) task: 1, epoch: 3/30, loss: 2.2745, acc: 0.4681
(TESTING) task: 1, epoch: 3/30, loss: 2.2746, acc: 0.4674
(TESTING) task: 1, epoch: 3/30, loss: 2.2747, acc: 0.4668
(TESTING) task: 1, epoch: 3/30, loss: 2.2745, acc: 0.4700
(TESTING) task: 1, epoch: 3/30, loss: 2.2745, acc: 0.4718
(TESTING) task: 1, epoch: 3/30, loss: 2.2743, acc: 0.4748
(TESTING) task: 1, epoch: 3/30, loss: 2.2745, acc: 0.4729
(TESTING) task: 1, epoch: 3/30, loss: 2.2744, acc: 0.4734
(TESTING) task: 1, epoch: 3/30, loss: 2.2746, acc: 0.4693
(TESTING) task: 1, epoch: 3/30, loss: 2.2744, acc: 0.4710
(TESTING) task: 1, epoch: 3/30, loss: 2.2743, acc: 0.4726
(TESTING) task: 1, epoch: 3/30, loss: 2.2743, acc: 0.4720
(TESTING) task: 1, epoch: 3/30, loss: 2.2742, acc: 0.4725
(TESTING) task: 1, epoch: 3/30, loss: 2.2742, acc: 0.4729
(TESTING) task: 1, epoch: 3/30, loss: 2.2743, acc: 0.4693
(TESTING) task: 1, epoch: 3/30, loss: 2.2744, acc: 0.4698
(TESTING) task: 1, epoch: 3/30, loss: 2.2747, acc: 0.4663
(TRAINING) task: 1, epoch: 4/30, loss: 2.2741, acc: 0.4844
(TRAINING) task: 1, epoch: 4/30, loss: 2.2730, acc: 0.4668
(TRAINING) task: 1, epoch: 4/30, loss: 2.2740, acc: 0.4609
(TRAINING) task: 1, epoch: 4/30, loss: 2.2731, acc: 0.4756
(TRAINING) task: 1, epoch: 4/30, loss: 2.2725, acc: 0.4813
(TRAINING) task: 1, epoch: 4/30, loss: 2.2720, acc: 0.4889
(TRAINING) task: 1, epoch: 4/30, loss: 2.2722, acc: 0.4794
(TRAINING) task: 1, epoch: 4/30, loss: 2.2718, acc: 0.4873
(TRAINING) task: 1, epoch: 4/30, loss: 2.2716, acc: 0.4944
(TRAINING) task: 1, epoch: 4/30, loss: 2.2716, acc: 0.4945
(TRAINING) task: 1, epoch: 4/30, loss: 2.2712, acc: 0.4972
(TRAINING) task: 1, epoch: 4/30, loss: 2.2711, acc: 0.4954
(TRAINING) task: 1, epoch: 4/30, loss: 2.2707, acc: 0.4985
(TRAINING) task: 1, epoch: 4/30, loss: 2.2704, acc: 0.4983
(TRAINING) task: 1, epoch: 4/30, loss: 2.2699, acc: 0.4992
(TRAINING) task: 1, epoch: 4/30, loss: 2.2695, acc: 0.5012
(TRAINING) task: 1, epoch: 4/30, loss: 2.2690, acc: 0.5037
(TRAINING) task: 1, epoch: 4/30, loss: 2.2686, acc: 0.5074
(TRAINING) task: 1, epoch: 4/30, loss: 2.2682, acc: 0.5084
(TRAINING) task: 1, epoch: 4/30, loss: 2.2678, acc: 0.5102
(TESTING) task: 1, epoch: 4/30, loss: 2.2611, acc: 0.5000
(TESTING) task: 1, epoch: 4/30, loss: 2.2633, acc: 0.4688
(TESTING) task: 1, epoch: 4/30, loss: 2.2628, acc: 0.5000
(TESTING) task: 1, epoch: 4/30, loss: 2.2632, acc: 0.5312
(TESTING) task: 1, epoch: 4/30, loss: 2.2624, acc: 0.5125
(TESTING) task: 1, epoch: 4/30, loss: 2.2618, acc: 0.5208
(TESTING) task: 1, epoch: 4/30, loss: 2.2638, acc: 0.5089
(TESTING) task: 1, epoch: 4/30, loss: 2.2630, acc: 0.5391
(TESTING) task: 1, epoch: 4/30, loss: 2.2631, acc: 0.5486
(TESTING) task: 1, epoch: 4/30, loss: 2.2628, acc: 0.5312
(TESTING) task: 1, epoch: 4/30, loss: 2.2614, acc: 0.5511
(TESTING) task: 1, epoch: 4/30, loss: 2.2618, acc: 0.5417
(TESTING) task: 1, epoch: 4/30, loss: 2.2616, acc: 0.5433
(TESTING) task: 1, epoch: 4/30, loss: 2.2627, acc: 0.5312
(TESTING) task: 1, epoch: 4/30, loss: 2.2627, acc: 0.5458
(TESTING) task: 1, epoch: 4/30, loss: 2.2620, acc: 0.5547
(TESTING) task: 1, epoch: 4/30, loss: 2.2620, acc: 0.5478
(TESTING) task: 1, epoch: 4/30, loss: 2.2627, acc: 0.5451
(TESTING) task: 1, epoch: 4/30, loss: 2.2632, acc: 0.5395
(TESTING) task: 1, epoch: 4/30, loss: 2.2637, acc: 0.5344
(TESTING) task: 1, epoch: 4/30, loss: 2.2627, acc: 0.5357
(TESTING) task: 1, epoch: 4/30, loss: 2.2629, acc: 0.5369
(TESTING) task: 1, epoch: 4/30, loss: 2.2634, acc: 0.5245
(TESTING) task: 1, epoch: 4/30, loss: 2.2635, acc: 0.5208
(TESTING) task: 1, epoch: 4/30, loss: 2.2632, acc: 0.5300
(TESTING) task: 1, epoch: 4/30, loss: 2.2632, acc: 0.5312
(TESTING) task: 1, epoch: 4/30, loss: 2.2631, acc: 0.5370
(TESTING) task: 1, epoch: 4/30, loss: 2.2626, acc: 0.5379
(TESTING) task: 1, epoch: 4/30, loss: 2.2626, acc: 0.5409
(TESTING) task: 1, epoch: 4/30, loss: 2.2622, acc: 0.5500
(TESTING) task: 1, epoch: 4/30, loss: 2.2624, acc: 0.5504
(TESTING) task: 1, epoch: 4/30, loss: 2.2619, acc: 0.5527
(TESTING) task: 1, epoch: 4/30, loss: 2.2616, acc: 0.5530
(TESTING) task: 1, epoch: 4/30, loss: 2.2610, acc: 0.5588
(TESTING) task: 1, epoch: 4/30, loss: 2.2614, acc: 0.5518
(TESTING) task: 1, epoch: 4/30, loss: 2.2610, acc: 0.5538
(TESTING) task: 1, epoch: 4/30, loss: 2.2614, acc: 0.5507
(TESTING) task: 1, epoch: 4/30, loss: 2.2617, acc: 0.5461
(TESTING) task: 1, epoch: 4/30, loss: 2.2619, acc: 0.5465
(TESTING) task: 1, epoch: 4/30, loss: 2.2617, acc: 0.5484
(TESTING) task: 1, epoch: 4/30, loss: 2.2617, acc: 0.5503
(TESTING) task: 1, epoch: 4/30, loss: 2.2614, acc: 0.5536
(TESTING) task: 1, epoch: 4/30, loss: 2.2616, acc: 0.5465
(TESTING) task: 1, epoch: 4/30, loss: 2.2616, acc: 0.5469
(TESTING) task: 1, epoch: 4/30, loss: 2.2616, acc: 0.5444
(TESTING) task: 1, epoch: 4/30, loss: 2.2617, acc: 0.5448
(TESTING) task: 1, epoch: 4/30, loss: 2.2616, acc: 0.5465
(TESTING) task: 1, epoch: 4/30, loss: 2.2615, acc: 0.5508
(TESTING) task: 1, epoch: 4/30, loss: 2.2620, acc: 0.5459
(TESTING) task: 1, epoch: 4/30, loss: 2.2619, acc: 0.5475
(TESTING) task: 1, epoch: 4/30, loss: 2.2616, acc: 0.5515
(TESTING) task: 1, epoch: 4/30, loss: 2.2614, acc: 0.5553
(TESTING) task: 1, epoch: 4/30, loss: 2.2613, acc: 0.5590
(TESTING) task: 1, epoch: 4/30, loss: 2.2616, acc: 0.5544
(TESTING) task: 1, epoch: 4/30, loss: 2.2617, acc: 0.5523
(TESTING) task: 1, epoch: 4/30, loss: 2.2617, acc: 0.5502
(TESTING) task: 1, epoch: 4/30, loss: 2.2620, acc: 0.5471
(TESTING) task: 1, epoch: 4/30, loss: 2.2616, acc: 0.5506
(TESTING) task: 1, epoch: 4/30, loss: 2.2618, acc: 0.5477
(TESTING) task: 1, epoch: 4/30, loss: 2.2617, acc: 0.5490
(TESTING) task: 1, epoch: 4/30, loss: 2.2618, acc: 0.5482
(TESTING) task: 1, epoch: 4/30, loss: 2.2617, acc: 0.5484
(TESTING) task: 1, epoch: 4/30, loss: 2.2618, acc: 0.5476
(TRAINING) task: 1, epoch: 5/30, loss: 2.2594, acc: 0.5625
(TRAINING) task: 1, epoch: 5/30, loss: 2.2582, acc: 0.5723
(TRAINING) task: 1, epoch: 5/30, loss: 2.2571, acc: 0.5742
(TRAINING) task: 1, epoch: 5/30, loss: 2.2579, acc: 0.5752
(TRAINING) task: 1, epoch: 5/30, loss: 2.2570, acc: 0.5820
(TRAINING) task: 1, epoch: 5/30, loss: 2.2567, acc: 0.5820
(TRAINING) task: 1, epoch: 5/30, loss: 2.2560, acc: 0.5865
(TRAINING) task: 1, epoch: 5/30, loss: 2.2562, acc: 0.5825
(TRAINING) task: 1, epoch: 5/30, loss: 2.2559, acc: 0.5877
(TRAINING) task: 1, epoch: 5/30, loss: 2.2556, acc: 0.5906
(TRAINING) task: 1, epoch: 5/30, loss: 2.2562, acc: 0.5859
(TRAINING) task: 1, epoch: 5/30, loss: 2.2561, acc: 0.5827
(TRAINING) task: 1, epoch: 5/30, loss: 2.2558, acc: 0.5814
(TRAINING) task: 1, epoch: 5/30, loss: 2.2554, acc: 0.5826
(TRAINING) task: 1, epoch: 5/30, loss: 2.2552, acc: 0.5815
(TRAINING) task: 1, epoch: 5/30, loss: 2.2551, acc: 0.5813
(TRAINING) task: 1, epoch: 5/30, loss: 2.2549, acc: 0.5834
(TRAINING) task: 1, epoch: 5/30, loss: 2.2547, acc: 0.5836
(TRAINING) task: 1, epoch: 5/30, loss: 2.2544, acc: 0.5841
(TRAINING) task: 1, epoch: 5/30, loss: 2.2540, acc: 0.5839
(TESTING) task: 1, epoch: 5/30, loss: 2.2608, acc: 0.5000
(TESTING) task: 1, epoch: 5/30, loss: 2.2588, acc: 0.5312
(TESTING) task: 1, epoch: 5/30, loss: 2.2568, acc: 0.5625
(TESTING) task: 1, epoch: 5/30, loss: 2.2537, acc: 0.5625
(TESTING) task: 1, epoch: 5/30, loss: 2.2513, acc: 0.5625
(TESTING) task: 1, epoch: 5/30, loss: 2.2501, acc: 0.5729
(TESTING) task: 1, epoch: 5/30, loss: 2.2487, acc: 0.5982
(TESTING) task: 1, epoch: 5/30, loss: 2.2495, acc: 0.5781
(TESTING) task: 1, epoch: 5/30, loss: 2.2480, acc: 0.5833
(TESTING) task: 1, epoch: 5/30, loss: 2.2502, acc: 0.5563
(TESTING) task: 1, epoch: 5/30, loss: 2.2504, acc: 0.5511
(TESTING) task: 1, epoch: 5/30, loss: 2.2479, acc: 0.5729
(TESTING) task: 1, epoch: 5/30, loss: 2.2485, acc: 0.5721
(TESTING) task: 1, epoch: 5/30, loss: 2.2494, acc: 0.5759
(TESTING) task: 1, epoch: 5/30, loss: 2.2489, acc: 0.5833
(TESTING) task: 1, epoch: 5/30, loss: 2.2491, acc: 0.5820
(TESTING) task: 1, epoch: 5/30, loss: 2.2481, acc: 0.5846
(TESTING) task: 1, epoch: 5/30, loss: 2.2483, acc: 0.5903
(TESTING) task: 1, epoch: 5/30, loss: 2.2483, acc: 0.5987
(TESTING) task: 1, epoch: 5/30, loss: 2.2482, acc: 0.5938
(TESTING) task: 1, epoch: 5/30, loss: 2.2487, acc: 0.5952
(TESTING) task: 1, epoch: 5/30, loss: 2.2485, acc: 0.5994
(TESTING) task: 1, epoch: 5/30, loss: 2.2482, acc: 0.6060
(TESTING) task: 1, epoch: 5/30, loss: 2.2480, acc: 0.6094
(TESTING) task: 1, epoch: 5/30, loss: 2.2474, acc: 0.6100
(TESTING) task: 1, epoch: 5/30, loss: 2.2480, acc: 0.6034
(TESTING) task: 1, epoch: 5/30, loss: 2.2480, acc: 0.5995
(TESTING) task: 1, epoch: 5/30, loss: 2.2485, acc: 0.5960
(TESTING) task: 1, epoch: 5/30, loss: 2.2485, acc: 0.5970
(TESTING) task: 1, epoch: 5/30, loss: 2.2486, acc: 0.5958
(TESTING) task: 1, epoch: 5/30, loss: 2.2484, acc: 0.6008
(TESTING) task: 1, epoch: 5/30, loss: 2.2484, acc: 0.6016
(TESTING) task: 1, epoch: 5/30, loss: 2.2484, acc: 0.5985
(TESTING) task: 1, epoch: 5/30, loss: 2.2486, acc: 0.5993
(TESTING) task: 1, epoch: 5/30, loss: 2.2484, acc: 0.6018
(TESTING) task: 1, epoch: 5/30, loss: 2.2483, acc: 0.6024
(TESTING) task: 1, epoch: 5/30, loss: 2.2481, acc: 0.6047
(TESTING) task: 1, epoch: 5/30, loss: 2.2477, acc: 0.6036
(TESTING) task: 1, epoch: 5/30, loss: 2.2472, acc: 0.6042
(TESTING) task: 1, epoch: 5/30, loss: 2.2472, acc: 0.6047
(TESTING) task: 1, epoch: 5/30, loss: 2.2472, acc: 0.6037
(TESTING) task: 1, epoch: 5/30, loss: 2.2473, acc: 0.6071
(TESTING) task: 1, epoch: 5/30, loss: 2.2472, acc: 0.6090
(TESTING) task: 1, epoch: 5/30, loss: 2.2475, acc: 0.6080
(TESTING) task: 1, epoch: 5/30, loss: 2.2475, acc: 0.6069
(TESTING) task: 1, epoch: 5/30, loss: 2.2473, acc: 0.6073
(TESTING) task: 1, epoch: 5/30, loss: 2.2472, acc: 0.6037
(TESTING) task: 1, epoch: 5/30, loss: 2.2472, acc: 0.6055
(TESTING) task: 1, epoch: 5/30, loss: 2.2471, acc: 0.6084
(TESTING) task: 1, epoch: 5/30, loss: 2.2469, acc: 0.6075
(TESTING) task: 1, epoch: 5/30, loss: 2.2467, acc: 0.6091
(TESTING) task: 1, epoch: 5/30, loss: 2.2467, acc: 0.6070
(TESTING) task: 1, epoch: 5/30, loss: 2.2467, acc: 0.6061
(TESTING) task: 1, epoch: 5/30, loss: 2.2470, acc: 0.6053
(TESTING) task: 1, epoch: 5/30, loss: 2.2470, acc: 0.6068
(TESTING) task: 1, epoch: 5/30, loss: 2.2465, acc: 0.6105
(TESTING) task: 1, epoch: 5/30, loss: 2.2467, acc: 0.6107
(TESTING) task: 1, epoch: 5/30, loss: 2.2467, acc: 0.6110
(TESTING) task: 1, epoch: 5/30, loss: 2.2467, acc: 0.6133
(TESTING) task: 1, epoch: 5/30, loss: 2.2469, acc: 0.6146
(TESTING) task: 1, epoch: 5/30, loss: 2.2469, acc: 0.6137
(TESTING) task: 1, epoch: 5/30, loss: 2.2469, acc: 0.6129
(TESTING) task: 1, epoch: 5/30, loss: 2.2464, acc: 0.6151
(TRAINING) task: 1, epoch: 6/30, loss: 2.2485, acc: 0.5742
(TRAINING) task: 1, epoch: 6/30, loss: 2.2464, acc: 0.6016
(TRAINING) task: 1, epoch: 6/30, loss: 2.2466, acc: 0.5859
(TRAINING) task: 1, epoch: 6/30, loss: 2.2459, acc: 0.5986
(TRAINING) task: 1, epoch: 6/30, loss: 2.2453, acc: 0.6000
(TRAINING) task: 1, epoch: 6/30, loss: 2.2453, acc: 0.6035
(TRAINING) task: 1, epoch: 6/30, loss: 2.2440, acc: 0.6099
(TRAINING) task: 1, epoch: 6/30, loss: 2.2438, acc: 0.6133
(TRAINING) task: 1, epoch: 6/30, loss: 2.2432, acc: 0.6163
(TRAINING) task: 1, epoch: 6/30, loss: 2.2427, acc: 0.6211
(TRAINING) task: 1, epoch: 6/30, loss: 2.2421, acc: 0.6261
(TRAINING) task: 1, epoch: 6/30, loss: 2.2412, acc: 0.6299
(TRAINING) task: 1, epoch: 6/30, loss: 2.2403, acc: 0.6337
(TRAINING) task: 1, epoch: 6/30, loss: 2.2397, acc: 0.6387
(TRAINING) task: 1, epoch: 6/30, loss: 2.2390, acc: 0.6404
(TRAINING) task: 1, epoch: 6/30, loss: 2.2386, acc: 0.6396
(TRAINING) task: 1, epoch: 6/30, loss: 2.2383, acc: 0.6383
(TRAINING) task: 1, epoch: 6/30, loss: 2.2381, acc: 0.6404
(TRAINING) task: 1, epoch: 6/30, loss: 2.2376, acc: 0.6408
(TRAINING) task: 1, epoch: 6/30, loss: 2.2374, acc: 0.6415
(TESTING) task: 1, epoch: 6/30, loss: 2.2423, acc: 0.5000
(TESTING) task: 1, epoch: 6/30, loss: 2.2344, acc: 0.5625
(TESTING) task: 1, epoch: 6/30, loss: 2.2335, acc: 0.6042
(TESTING) task: 1, epoch: 6/30, loss: 2.2404, acc: 0.5625
(TESTING) task: 1, epoch: 6/30, loss: 2.2362, acc: 0.5875
(TESTING) task: 1, epoch: 6/30, loss: 2.2352, acc: 0.6042
(TESTING) task: 1, epoch: 6/30, loss: 2.2334, acc: 0.5982
(TESTING) task: 1, epoch: 6/30, loss: 2.2350, acc: 0.5703
(TESTING) task: 1, epoch: 6/30, loss: 2.2352, acc: 0.5833
(TESTING) task: 1, epoch: 6/30, loss: 2.2365, acc: 0.5750
(TESTING) task: 1, epoch: 6/30, loss: 2.2374, acc: 0.5682
(TESTING) task: 1, epoch: 6/30, loss: 2.2346, acc: 0.5781
(TESTING) task: 1, epoch: 6/30, loss: 2.2355, acc: 0.5769
(TESTING) task: 1, epoch: 6/30, loss: 2.2356, acc: 0.5848
(TESTING) task: 1, epoch: 6/30, loss: 2.2330, acc: 0.6042
(TESTING) task: 1, epoch: 6/30, loss: 2.2337, acc: 0.5977
(TESTING) task: 1, epoch: 6/30, loss: 2.2330, acc: 0.5993
(TESTING) task: 1, epoch: 6/30, loss: 2.2328, acc: 0.6042
(TESTING) task: 1, epoch: 6/30, loss: 2.2341, acc: 0.5954
(TESTING) task: 1, epoch: 6/30, loss: 2.2339, acc: 0.6000
(TESTING) task: 1, epoch: 6/30, loss: 2.2335, acc: 0.6012
(TESTING) task: 1, epoch: 6/30, loss: 2.2340, acc: 0.6023
(TESTING) task: 1, epoch: 6/30, loss: 2.2337, acc: 0.6033
(TESTING) task: 1, epoch: 6/30, loss: 2.2335, acc: 0.6068
(TESTING) task: 1, epoch: 6/30, loss: 2.2330, acc: 0.6050
(TESTING) task: 1, epoch: 6/30, loss: 2.2323, acc: 0.6154
(TESTING) task: 1, epoch: 6/30, loss: 2.2325, acc: 0.6111
(TESTING) task: 1, epoch: 6/30, loss: 2.2329, acc: 0.6116
(TESTING) task: 1, epoch: 6/30, loss: 2.2337, acc: 0.6185
(TESTING) task: 1, epoch: 6/30, loss: 2.2338, acc: 0.6208
(TESTING) task: 1, epoch: 6/30, loss: 2.2342, acc: 0.6230
(TESTING) task: 1, epoch: 6/30, loss: 2.2339, acc: 0.6250
(TESTING) task: 1, epoch: 6/30, loss: 2.2342, acc: 0.6231
(TESTING) task: 1, epoch: 6/30, loss: 2.2340, acc: 0.6287
(TESTING) task: 1, epoch: 6/30, loss: 2.2336, acc: 0.6304
(TESTING) task: 1, epoch: 6/30, loss: 2.2338, acc: 0.6319
(TESTING) task: 1, epoch: 6/30, loss: 2.2330, acc: 0.6351
(TESTING) task: 1, epoch: 6/30, loss: 2.2325, acc: 0.6382
(TESTING) task: 1, epoch: 6/30, loss: 2.2316, acc: 0.6394
(TESTING) task: 1, epoch: 6/30, loss: 2.2313, acc: 0.6375
(TESTING) task: 1, epoch: 6/30, loss: 2.2315, acc: 0.6387
(TESTING) task: 1, epoch: 6/30, loss: 2.2311, acc: 0.6399
(TESTING) task: 1, epoch: 6/30, loss: 2.2303, acc: 0.6410
(TESTING) task: 1, epoch: 6/30, loss: 2.2298, acc: 0.6435
(TESTING) task: 1, epoch: 6/30, loss: 2.2304, acc: 0.6431
(TESTING) task: 1, epoch: 6/30, loss: 2.2301, acc: 0.6427
(TESTING) task: 1, epoch: 6/30, loss: 2.2301, acc: 0.6449
(TESTING) task: 1, epoch: 6/30, loss: 2.2304, acc: 0.6432
(TESTING) task: 1, epoch: 6/30, loss: 2.2296, acc: 0.6467
(TESTING) task: 1, epoch: 6/30, loss: 2.2299, acc: 0.6425
(TESTING) task: 1, epoch: 6/30, loss: 2.2300, acc: 0.6409
(TESTING) task: 1, epoch: 6/30, loss: 2.2301, acc: 0.6418
(TESTING) task: 1, epoch: 6/30, loss: 2.2298, acc: 0.6450
(TESTING) task: 1, epoch: 6/30, loss: 2.2302, acc: 0.6424
(TESTING) task: 1, epoch: 6/30, loss: 2.2299, acc: 0.6420
(TESTING) task: 1, epoch: 6/30, loss: 2.2300, acc: 0.6406
(TESTING) task: 1, epoch: 6/30, loss: 2.2300, acc: 0.6414
(TESTING) task: 1, epoch: 6/30, loss: 2.2300, acc: 0.6422
(TESTING) task: 1, epoch: 6/30, loss: 2.2295, acc: 0.6462
(TESTING) task: 1, epoch: 6/30, loss: 2.2290, acc: 0.6510
(TESTING) task: 1, epoch: 6/30, loss: 2.2292, acc: 0.6537
(TESTING) task: 1, epoch: 6/30, loss: 2.2286, acc: 0.6522
(TESTING) task: 1, epoch: 6/30, loss: 2.2290, acc: 0.6498
(TRAINING) task: 1, epoch: 7/30, loss: 2.2313, acc: 0.6133
(TRAINING) task: 1, epoch: 7/30, loss: 2.2280, acc: 0.6367
(TRAINING) task: 1, epoch: 7/30, loss: 2.2268, acc: 0.6589
(TRAINING) task: 1, epoch: 7/30, loss: 2.2275, acc: 0.6660
(TRAINING) task: 1, epoch: 7/30, loss: 2.2276, acc: 0.6625
(TRAINING) task: 1, epoch: 7/30, loss: 2.2272, acc: 0.6595
(TRAINING) task: 1, epoch: 7/30, loss: 2.2262, acc: 0.6602
(TRAINING) task: 1, epoch: 7/30, loss: 2.2260, acc: 0.6602
(TRAINING) task: 1, epoch: 7/30, loss: 2.2251, acc: 0.6623
(TRAINING) task: 1, epoch: 7/30, loss: 2.2245, acc: 0.6664
(TRAINING) task: 1, epoch: 7/30, loss: 2.2238, acc: 0.6690
(TRAINING) task: 1, epoch: 7/30, loss: 2.2227, acc: 0.6735
(TRAINING) task: 1, epoch: 7/30, loss: 2.2222, acc: 0.6773
(TRAINING) task: 1, epoch: 7/30, loss: 2.2215, acc: 0.6802
(TRAINING) task: 1, epoch: 7/30, loss: 2.2209, acc: 0.6794
(TRAINING) task: 1, epoch: 7/30, loss: 2.2200, acc: 0.6792
(TRAINING) task: 1, epoch: 7/30, loss: 2.2198, acc: 0.6822
(TRAINING) task: 1, epoch: 7/30, loss: 2.2189, acc: 0.6829
(TRAINING) task: 1, epoch: 7/30, loss: 2.2183, acc: 0.6838
(TRAINING) task: 1, epoch: 7/30, loss: 2.2178, acc: 0.6864
(TESTING) task: 1, epoch: 7/30, loss: 2.1901, acc: 0.7500
(TESTING) task: 1, epoch: 7/30, loss: 2.2174, acc: 0.5938
(TESTING) task: 1, epoch: 7/30, loss: 2.1986, acc: 0.6667
(TESTING) task: 1, epoch: 7/30, loss: 2.1916, acc: 0.6875
(TESTING) task: 1, epoch: 7/30, loss: 2.2001, acc: 0.6625
(TESTING) task: 1, epoch: 7/30, loss: 2.1992, acc: 0.6771
(TESTING) task: 1, epoch: 7/30, loss: 2.1996, acc: 0.6875
(TESTING) task: 1, epoch: 7/30, loss: 2.2052, acc: 0.6641
(TESTING) task: 1, epoch: 7/30, loss: 2.2009, acc: 0.6736
(TESTING) task: 1, epoch: 7/30, loss: 2.2048, acc: 0.6750
(TESTING) task: 1, epoch: 7/30, loss: 2.2054, acc: 0.6534
(TESTING) task: 1, epoch: 7/30, loss: 2.2051, acc: 0.6719
(TESTING) task: 1, epoch: 7/30, loss: 2.2070, acc: 0.6635
(TESTING) task: 1, epoch: 7/30, loss: 2.2028, acc: 0.6786
(TESTING) task: 1, epoch: 7/30, loss: 2.2049, acc: 0.6750
(TESTING) task: 1, epoch: 7/30, loss: 2.2063, acc: 0.6719
(TESTING) task: 1, epoch: 7/30, loss: 2.2063, acc: 0.6801
(TESTING) task: 1, epoch: 7/30, loss: 2.2078, acc: 0.6667
(TESTING) task: 1, epoch: 7/30, loss: 2.2084, acc: 0.6579
(TESTING) task: 1, epoch: 7/30, loss: 2.2084, acc: 0.6625
(TESTING) task: 1, epoch: 7/30, loss: 2.2088, acc: 0.6696
(TESTING) task: 1, epoch: 7/30, loss: 2.2094, acc: 0.6705
(TESTING) task: 1, epoch: 7/30, loss: 2.2107, acc: 0.6630
(TESTING) task: 1, epoch: 7/30, loss: 2.2104, acc: 0.6693
(TESTING) task: 1, epoch: 7/30, loss: 2.2091, acc: 0.6725
(TESTING) task: 1, epoch: 7/30, loss: 2.2098, acc: 0.6731
(TESTING) task: 1, epoch: 7/30, loss: 2.2086, acc: 0.6759
(TESTING) task: 1, epoch: 7/30, loss: 2.2082, acc: 0.6763
(TESTING) task: 1, epoch: 7/30, loss: 2.2083, acc: 0.6746
(TESTING) task: 1, epoch: 7/30, loss: 2.2073, acc: 0.6750
(TESTING) task: 1, epoch: 7/30, loss: 2.2070, acc: 0.6774
(TESTING) task: 1, epoch: 7/30, loss: 2.2080, acc: 0.6758
(TESTING) task: 1, epoch: 7/30, loss: 2.2074, acc: 0.6780
(TESTING) task: 1, epoch: 7/30, loss: 2.2077, acc: 0.6783
(TESTING) task: 1, epoch: 7/30, loss: 2.2082, acc: 0.6750
(TESTING) task: 1, epoch: 7/30, loss: 2.2085, acc: 0.6719
(TESTING) task: 1, epoch: 7/30, loss: 2.2074, acc: 0.6740
(TESTING) task: 1, epoch: 7/30, loss: 2.2069, acc: 0.6760
(TESTING) task: 1, epoch: 7/30, loss: 2.2071, acc: 0.6763
(TESTING) task: 1, epoch: 7/30, loss: 2.2079, acc: 0.6703
(TESTING) task: 1, epoch: 7/30, loss: 2.2078, acc: 0.6723
(TESTING) task: 1, epoch: 7/30, loss: 2.2069, acc: 0.6756
(TESTING) task: 1, epoch: 7/30, loss: 2.2058, acc: 0.6773
(TESTING) task: 1, epoch: 7/30, loss: 2.2059, acc: 0.6790
(TESTING) task: 1, epoch: 7/30, loss: 2.2063, acc: 0.6764
(TESTING) task: 1, epoch: 7/30, loss: 2.2074, acc: 0.6753
(TESTING) task: 1, epoch: 7/30, loss: 2.2074, acc: 0.6755
(TESTING) task: 1, epoch: 7/30, loss: 2.2066, acc: 0.6797
(TESTING) task: 1, epoch: 7/30, loss: 2.2071, acc: 0.6747
(TESTING) task: 1, epoch: 7/30, loss: 2.2072, acc: 0.6750
(TESTING) task: 1, epoch: 7/30, loss: 2.2076, acc: 0.6765
(TESTING) task: 1, epoch: 7/30, loss: 2.2078, acc: 0.6743
(TESTING) task: 1, epoch: 7/30, loss: 2.2069, acc: 0.6781
(TESTING) task: 1, epoch: 7/30, loss: 2.2070, acc: 0.6794
(TESTING) task: 1, epoch: 7/30, loss: 2.2073, acc: 0.6795
(TESTING) task: 1, epoch: 7/30, loss: 2.2077, acc: 0.6763
(TESTING) task: 1, epoch: 7/30, loss: 2.2075, acc: 0.6754
(TESTING) task: 1, epoch: 7/30, loss: 2.2082, acc: 0.6724
(TESTING) task: 1, epoch: 7/30, loss: 2.2081, acc: 0.6727
(TESTING) task: 1, epoch: 7/30, loss: 2.2084, acc: 0.6698
(TESTING) task: 1, epoch: 7/30, loss: 2.2082, acc: 0.6721
(TESTING) task: 1, epoch: 7/30, loss: 2.2086, acc: 0.6714
(TESTING) task: 1, epoch: 7/30, loss: 2.2088, acc: 0.6726
(TRAINING) task: 1, epoch: 8/30, loss: 2.2015, acc: 0.7539
(TRAINING) task: 1, epoch: 8/30, loss: 2.2019, acc: 0.7285
(TRAINING) task: 1, epoch: 8/30, loss: 2.2030, acc: 0.7201
(TRAINING) task: 1, epoch: 8/30, loss: 2.2037, acc: 0.7266
(TRAINING) task: 1, epoch: 8/30, loss: 2.2036, acc: 0.7219
(TRAINING) task: 1, epoch: 8/30, loss: 2.2030, acc: 0.7188
(TRAINING) task: 1, epoch: 8/30, loss: 2.2031, acc: 0.7126
(TRAINING) task: 1, epoch: 8/30, loss: 2.2020, acc: 0.7148
(TRAINING) task: 1, epoch: 8/30, loss: 2.2023, acc: 0.7122
(TRAINING) task: 1, epoch: 8/30, loss: 2.2020, acc: 0.7094
(TRAINING) task: 1, epoch: 8/30, loss: 2.2021, acc: 0.7060
(TRAINING) task: 1, epoch: 8/30, loss: 2.2011, acc: 0.7113
(TRAINING) task: 1, epoch: 8/30, loss: 2.2007, acc: 0.7127
(TRAINING) task: 1, epoch: 8/30, loss: 2.1999, acc: 0.7137
(TRAINING) task: 1, epoch: 8/30, loss: 2.1989, acc: 0.7159
(TRAINING) task: 1, epoch: 8/30, loss: 2.1979, acc: 0.7153
(TRAINING) task: 1, epoch: 8/30, loss: 2.1976, acc: 0.7165
(TRAINING) task: 1, epoch: 8/30, loss: 2.1964, acc: 0.7172
(TRAINING) task: 1, epoch: 8/30, loss: 2.1966, acc: 0.7138
(TRAINING) task: 1, epoch: 8/30, loss: 2.1963, acc: 0.7131
(TESTING) task: 1, epoch: 8/30, loss: 2.2246, acc: 0.5000
(TESTING) task: 1, epoch: 8/30, loss: 2.1909, acc: 0.5625
(TESTING) task: 1, epoch: 8/30, loss: 2.1848, acc: 0.5833
(TESTING) task: 1, epoch: 8/30, loss: 2.2035, acc: 0.5312
(TESTING) task: 1, epoch: 8/30, loss: 2.2016, acc: 0.5625
(TESTING) task: 1, epoch: 8/30, loss: 2.2022, acc: 0.5729
(TESTING) task: 1, epoch: 8/30, loss: 2.1982, acc: 0.6071
(TESTING) task: 1, epoch: 8/30, loss: 2.2014, acc: 0.5938
(TESTING) task: 1, epoch: 8/30, loss: 2.1936, acc: 0.6250
(TESTING) task: 1, epoch: 8/30, loss: 2.1927, acc: 0.6250
(TESTING) task: 1, epoch: 8/30, loss: 2.1946, acc: 0.6307
(TESTING) task: 1, epoch: 8/30, loss: 2.1932, acc: 0.6406
(TESTING) task: 1, epoch: 8/30, loss: 2.1919, acc: 0.6587
(TESTING) task: 1, epoch: 8/30, loss: 2.1906, acc: 0.6652
(TESTING) task: 1, epoch: 8/30, loss: 2.1879, acc: 0.6667
(TESTING) task: 1, epoch: 8/30, loss: 2.1869, acc: 0.6719
(TESTING) task: 1, epoch: 8/30, loss: 2.1865, acc: 0.6801
(TESTING) task: 1, epoch: 8/30, loss: 2.1864, acc: 0.6840
(TESTING) task: 1, epoch: 8/30, loss: 2.1867, acc: 0.6875
(TESTING) task: 1, epoch: 8/30, loss: 2.1822, acc: 0.6906
(TESTING) task: 1, epoch: 8/30, loss: 2.1824, acc: 0.6905
(TESTING) task: 1, epoch: 8/30, loss: 2.1848, acc: 0.6847
(TESTING) task: 1, epoch: 8/30, loss: 2.1862, acc: 0.6793
(TESTING) task: 1, epoch: 8/30, loss: 2.1873, acc: 0.6667
(TESTING) task: 1, epoch: 8/30, loss: 2.1871, acc: 0.6700
(TESTING) task: 1, epoch: 8/30, loss: 2.1881, acc: 0.6635
(TESTING) task: 1, epoch: 8/30, loss: 2.1872, acc: 0.6644
(TESTING) task: 1, epoch: 8/30, loss: 2.1891, acc: 0.6629
(TESTING) task: 1, epoch: 8/30, loss: 2.1891, acc: 0.6638
(TESTING) task: 1, epoch: 8/30, loss: 2.1884, acc: 0.6687
(TESTING) task: 1, epoch: 8/30, loss: 2.1890, acc: 0.6694
(TESTING) task: 1, epoch: 8/30, loss: 2.1888, acc: 0.6699
(TESTING) task: 1, epoch: 8/30, loss: 2.1892, acc: 0.6686
(TESTING) task: 1, epoch: 8/30, loss: 2.1889, acc: 0.6710
(TESTING) task: 1, epoch: 8/30, loss: 2.1888, acc: 0.6714
(TESTING) task: 1, epoch: 8/30, loss: 2.1900, acc: 0.6719
(TESTING) task: 1, epoch: 8/30, loss: 2.1896, acc: 0.6757
(TESTING) task: 1, epoch: 8/30, loss: 2.1906, acc: 0.6743
(TESTING) task: 1, epoch: 8/30, loss: 2.1899, acc: 0.6779
(TESTING) task: 1, epoch: 8/30, loss: 2.1886, acc: 0.6750
(TESTING) task: 1, epoch: 8/30, loss: 2.1885, acc: 0.6768
(TESTING) task: 1, epoch: 8/30, loss: 2.1895, acc: 0.6741
(TESTING) task: 1, epoch: 8/30, loss: 2.1902, acc: 0.6759
(TESTING) task: 1, epoch: 8/30, loss: 2.1899, acc: 0.6761
(TESTING) task: 1, epoch: 8/30, loss: 2.1898, acc: 0.6792
(TESTING) task: 1, epoch: 8/30, loss: 2.1888, acc: 0.6848
(TESTING) task: 1, epoch: 8/30, loss: 2.1881, acc: 0.6848
(TESTING) task: 1, epoch: 8/30, loss: 2.1885, acc: 0.6836
(TESTING) task: 1, epoch: 8/30, loss: 2.1880, acc: 0.6875
(TESTING) task: 1, epoch: 8/30, loss: 2.1875, acc: 0.6887
(TESTING) task: 1, epoch: 8/30, loss: 2.1874, acc: 0.6912
(TESTING) task: 1, epoch: 8/30, loss: 2.1881, acc: 0.6875
(TESTING) task: 1, epoch: 8/30, loss: 2.1874, acc: 0.6875
(TESTING) task: 1, epoch: 8/30, loss: 2.1868, acc: 0.6887
(TESTING) task: 1, epoch: 8/30, loss: 2.1871, acc: 0.6886
(TESTING) task: 1, epoch: 8/30, loss: 2.1874, acc: 0.6886
(TESTING) task: 1, epoch: 8/30, loss: 2.1878, acc: 0.6897
(TESTING) task: 1, epoch: 8/30, loss: 2.1883, acc: 0.6886
(TESTING) task: 1, epoch: 8/30, loss: 2.1881, acc: 0.6896
(TESTING) task: 1, epoch: 8/30, loss: 2.1871, acc: 0.6906
(TESTING) task: 1, epoch: 8/30, loss: 2.1860, acc: 0.6936
(TESTING) task: 1, epoch: 8/30, loss: 2.1859, acc: 0.6956
(TESTING) task: 1, epoch: 8/30, loss: 2.1854, acc: 0.6984
(TRAINING) task: 1, epoch: 9/30, loss: 2.1842, acc: 0.7891
(TRAINING) task: 1, epoch: 9/30, loss: 2.1810, acc: 0.7773
(TRAINING) task: 1, epoch: 9/30, loss: 2.1796, acc: 0.7539
(TRAINING) task: 1, epoch: 9/30, loss: 2.1794, acc: 0.7422
(TRAINING) task: 1, epoch: 9/30, loss: 2.1797, acc: 0.7383
(TRAINING) task: 1, epoch: 9/30, loss: 2.1799, acc: 0.7259
(TRAINING) task: 1, epoch: 9/30, loss: 2.1797, acc: 0.7288
(TRAINING) task: 1, epoch: 9/30, loss: 2.1786, acc: 0.7329
(TRAINING) task: 1, epoch: 9/30, loss: 2.1793, acc: 0.7287
(TRAINING) task: 1, epoch: 9/30, loss: 2.1790, acc: 0.7277
(TRAINING) task: 1, epoch: 9/30, loss: 2.1792, acc: 0.7266
(TRAINING) task: 1, epoch: 9/30, loss: 2.1771, acc: 0.7301
(TRAINING) task: 1, epoch: 9/30, loss: 2.1755, acc: 0.7302
(TRAINING) task: 1, epoch: 9/30, loss: 2.1757, acc: 0.7327
(TRAINING) task: 1, epoch: 9/30, loss: 2.1757, acc: 0.7328
(TRAINING) task: 1, epoch: 9/30, loss: 2.1749, acc: 0.7334
(TRAINING) task: 1, epoch: 9/30, loss: 2.1748, acc: 0.7332
(TRAINING) task: 1, epoch: 9/30, loss: 2.1734, acc: 0.7348
(TRAINING) task: 1, epoch: 9/30, loss: 2.1729, acc: 0.7352
(TRAINING) task: 1, epoch: 9/30, loss: 2.1717, acc: 0.7381
(TESTING) task: 1, epoch: 9/30, loss: 2.1163, acc: 0.8125
(TESTING) task: 1, epoch: 9/30, loss: 2.1579, acc: 0.7812
(TESTING) task: 1, epoch: 9/30, loss: 2.1713, acc: 0.7708
(TESTING) task: 1, epoch: 9/30, loss: 2.1668, acc: 0.7031
(TESTING) task: 1, epoch: 9/30, loss: 2.1619, acc: 0.7250
(TESTING) task: 1, epoch: 9/30, loss: 2.1681, acc: 0.7083
(TESTING) task: 1, epoch: 9/30, loss: 2.1639, acc: 0.7232
(TESTING) task: 1, epoch: 9/30, loss: 2.1701, acc: 0.7109
(TESTING) task: 1, epoch: 9/30, loss: 2.1767, acc: 0.6806
(TESTING) task: 1, epoch: 9/30, loss: 2.1701, acc: 0.7000
(TESTING) task: 1, epoch: 9/30, loss: 2.1719, acc: 0.6989
(TESTING) task: 1, epoch: 9/30, loss: 2.1662, acc: 0.7083
(TESTING) task: 1, epoch: 9/30, loss: 2.1641, acc: 0.7163
(TESTING) task: 1, epoch: 9/30, loss: 2.1626, acc: 0.7188
(TESTING) task: 1, epoch: 9/30, loss: 2.1632, acc: 0.7208
(TESTING) task: 1, epoch: 9/30, loss: 2.1640, acc: 0.7109
(TESTING) task: 1, epoch: 9/30, loss: 2.1661, acc: 0.7059
(TESTING) task: 1, epoch: 9/30, loss: 2.1679, acc: 0.7118
(TESTING) task: 1, epoch: 9/30, loss: 2.1657, acc: 0.7105
(TESTING) task: 1, epoch: 9/30, loss: 2.1654, acc: 0.7125
(TESTING) task: 1, epoch: 9/30, loss: 2.1597, acc: 0.7173
(TESTING) task: 1, epoch: 9/30, loss: 2.1595, acc: 0.7188
(TESTING) task: 1, epoch: 9/30, loss: 2.1599, acc: 0.7228
(TESTING) task: 1, epoch: 9/30, loss: 2.1617, acc: 0.7188
(TESTING) task: 1, epoch: 9/30, loss: 2.1605, acc: 0.7250
(TESTING) task: 1, epoch: 9/30, loss: 2.1617, acc: 0.7284
(TESTING) task: 1, epoch: 9/30, loss: 2.1615, acc: 0.7315
(TESTING) task: 1, epoch: 9/30, loss: 2.1615, acc: 0.7299
(TESTING) task: 1, epoch: 9/30, loss: 2.1623, acc: 0.7328
(TESTING) task: 1, epoch: 9/30, loss: 2.1637, acc: 0.7271
(TESTING) task: 1, epoch: 9/30, loss: 2.1624, acc: 0.7319
(TESTING) task: 1, epoch: 9/30, loss: 2.1624, acc: 0.7305
(TESTING) task: 1, epoch: 9/30, loss: 2.1626, acc: 0.7330
(TESTING) task: 1, epoch: 9/30, loss: 2.1634, acc: 0.7316
(TESTING) task: 1, epoch: 9/30, loss: 2.1640, acc: 0.7339
(TESTING) task: 1, epoch: 9/30, loss: 2.1654, acc: 0.7309
(TESTING) task: 1, epoch: 9/30, loss: 2.1639, acc: 0.7348
(TESTING) task: 1, epoch: 9/30, loss: 2.1643, acc: 0.7319
(TESTING) task: 1, epoch: 9/30, loss: 2.1628, acc: 0.7340
(TESTING) task: 1, epoch: 9/30, loss: 2.1635, acc: 0.7359
(TESTING) task: 1, epoch: 9/30, loss: 2.1638, acc: 0.7317
(TESTING) task: 1, epoch: 9/30, loss: 2.1635, acc: 0.7336
(TESTING) task: 1, epoch: 9/30, loss: 2.1632, acc: 0.7369
(TESTING) task: 1, epoch: 9/30, loss: 2.1626, acc: 0.7330
(TESTING) task: 1, epoch: 9/30, loss: 2.1620, acc: 0.7319
(TESTING) task: 1, epoch: 9/30, loss: 2.1612, acc: 0.7351
(TESTING) task: 1, epoch: 9/30, loss: 2.1605, acc: 0.7340
(TESTING) task: 1, epoch: 9/30, loss: 2.1614, acc: 0.7331
(TESTING) task: 1, epoch: 9/30, loss: 2.1619, acc: 0.7347
(TESTING) task: 1, epoch: 9/30, loss: 2.1608, acc: 0.7350
(TESTING) task: 1, epoch: 9/30, loss: 2.1605, acc: 0.7353
(TESTING) task: 1, epoch: 9/30, loss: 2.1610, acc: 0.7344
(TESTING) task: 1, epoch: 9/30, loss: 2.1616, acc: 0.7347
(TESTING) task: 1, epoch: 9/30, loss: 2.1614, acc: 0.7361
(TESTING) task: 1, epoch: 9/30, loss: 2.1615, acc: 0.7364
(TESTING) task: 1, epoch: 9/30, loss: 2.1617, acc: 0.7344
(TESTING) task: 1, epoch: 9/30, loss: 2.1619, acc: 0.7346
(TESTING) task: 1, epoch: 9/30, loss: 2.1608, acc: 0.7381
(TESTING) task: 1, epoch: 9/30, loss: 2.1607, acc: 0.7362
(TESTING) task: 1, epoch: 9/30, loss: 2.1613, acc: 0.7333
(TESTING) task: 1, epoch: 9/30, loss: 2.1601, acc: 0.7336
(TESTING) task: 1, epoch: 9/30, loss: 2.1605, acc: 0.7339
(TESTING) task: 1, epoch: 9/30, loss: 2.1616, acc: 0.7321
(TRAINING) task: 1, epoch: 10/30, loss: 2.1577, acc: 0.7617
(TRAINING) task: 1, epoch: 10/30, loss: 2.1604, acc: 0.7617
(TRAINING) task: 1, epoch: 10/30, loss: 2.1580, acc: 0.7669
(TRAINING) task: 1, epoch: 10/30, loss: 2.1582, acc: 0.7705
(TRAINING) task: 1, epoch: 10/30, loss: 2.1562, acc: 0.7617
(TRAINING) task: 1, epoch: 10/30, loss: 2.1567, acc: 0.7617
(TRAINING) task: 1, epoch: 10/30, loss: 2.1539, acc: 0.7595
(TRAINING) task: 1, epoch: 10/30, loss: 2.1522, acc: 0.7598
(TRAINING) task: 1, epoch: 10/30, loss: 2.1507, acc: 0.7613
(TRAINING) task: 1, epoch: 10/30, loss: 2.1506, acc: 0.7566
(TRAINING) task: 1, epoch: 10/30, loss: 2.1513, acc: 0.7550
(TRAINING) task: 1, epoch: 10/30, loss: 2.1518, acc: 0.7529
(TRAINING) task: 1, epoch: 10/30, loss: 2.1531, acc: 0.7515
(TRAINING) task: 1, epoch: 10/30, loss: 2.1516, acc: 0.7520
(TRAINING) task: 1, epoch: 10/30, loss: 2.1505, acc: 0.7529
(TRAINING) task: 1, epoch: 10/30, loss: 2.1507, acc: 0.7549
(TRAINING) task: 1, epoch: 10/30, loss: 2.1491, acc: 0.7578
(TRAINING) task: 1, epoch: 10/30, loss: 2.1488, acc: 0.7591
(TRAINING) task: 1, epoch: 10/30, loss: 2.1477, acc: 0.7603
(TRAINING) task: 1, epoch: 10/30, loss: 2.1473, acc: 0.7601
(TESTING) task: 1, epoch: 10/30, loss: 2.0555, acc: 0.8750
(TESTING) task: 1, epoch: 10/30, loss: 2.0782, acc: 0.8750
(TESTING) task: 1, epoch: 10/30, loss: 2.1087, acc: 0.8125
(TESTING) task: 1, epoch: 10/30, loss: 2.1105, acc: 0.7812
(TESTING) task: 1, epoch: 10/30, loss: 2.1181, acc: 0.7750
(TESTING) task: 1, epoch: 10/30, loss: 2.1230, acc: 0.7604
(TESTING) task: 1, epoch: 10/30, loss: 2.1286, acc: 0.7500
(TESTING) task: 1, epoch: 10/30, loss: 2.1232, acc: 0.7734
(TESTING) task: 1, epoch: 10/30, loss: 2.1211, acc: 0.7847
(TESTING) task: 1, epoch: 10/30, loss: 2.1151, acc: 0.8000
(TESTING) task: 1, epoch: 10/30, loss: 2.1173, acc: 0.7898
(TESTING) task: 1, epoch: 10/30, loss: 2.1209, acc: 0.7812
(TESTING) task: 1, epoch: 10/30, loss: 2.1247, acc: 0.7740
(TESTING) task: 1, epoch: 10/30, loss: 2.1288, acc: 0.7679
(TESTING) task: 1, epoch: 10/30, loss: 2.1333, acc: 0.7625
(TESTING) task: 1, epoch: 10/30, loss: 2.1320, acc: 0.7617
(TESTING) task: 1, epoch: 10/30, loss: 2.1331, acc: 0.7610
(TESTING) task: 1, epoch: 10/30, loss: 2.1316, acc: 0.7708
(TESTING) task: 1, epoch: 10/30, loss: 2.1327, acc: 0.7730
(TESTING) task: 1, epoch: 10/30, loss: 2.1330, acc: 0.7750
(TESTING) task: 1, epoch: 10/30, loss: 2.1354, acc: 0.7649
(TESTING) task: 1, epoch: 10/30, loss: 2.1367, acc: 0.7642
(TESTING) task: 1, epoch: 10/30, loss: 2.1390, acc: 0.7636
(TESTING) task: 1, epoch: 10/30, loss: 2.1407, acc: 0.7656
(TESTING) task: 1, epoch: 10/30, loss: 2.1377, acc: 0.7700
(TESTING) task: 1, epoch: 10/30, loss: 2.1356, acc: 0.7692
(TESTING) task: 1, epoch: 10/30, loss: 2.1354, acc: 0.7593
(TESTING) task: 1, epoch: 10/30, loss: 2.1342, acc: 0.7589
(TESTING) task: 1, epoch: 10/30, loss: 2.1332, acc: 0.7586
(TESTING) task: 1, epoch: 10/30, loss: 2.1335, acc: 0.7625
(TESTING) task: 1, epoch: 10/30, loss: 2.1342, acc: 0.7661
(TESTING) task: 1, epoch: 10/30, loss: 2.1321, acc: 0.7656
(TESTING) task: 1, epoch: 10/30, loss: 2.1325, acc: 0.7614
(TESTING) task: 1, epoch: 10/30, loss: 2.1337, acc: 0.7574
(TESTING) task: 1, epoch: 10/30, loss: 2.1354, acc: 0.7554
(TESTING) task: 1, epoch: 10/30, loss: 2.1355, acc: 0.7552
(TESTING) task: 1, epoch: 10/30, loss: 2.1359, acc: 0.7534
(TESTING) task: 1, epoch: 10/30, loss: 2.1346, acc: 0.7500
(TESTING) task: 1, epoch: 10/30, loss: 2.1345, acc: 0.7484
(TESTING) task: 1, epoch: 10/30, loss: 2.1359, acc: 0.7469
(TESTING) task: 1, epoch: 10/30, loss: 2.1344, acc: 0.7485
(TESTING) task: 1, epoch: 10/30, loss: 2.1354, acc: 0.7440
(TESTING) task: 1, epoch: 10/30, loss: 2.1338, acc: 0.7471
(TESTING) task: 1, epoch: 10/30, loss: 2.1347, acc: 0.7500
(TESTING) task: 1, epoch: 10/30, loss: 2.1361, acc: 0.7486
(TESTING) task: 1, epoch: 10/30, loss: 2.1357, acc: 0.7527
(TESTING) task: 1, epoch: 10/30, loss: 2.1363, acc: 0.7527
(TESTING) task: 1, epoch: 10/30, loss: 2.1367, acc: 0.7513
(TESTING) task: 1, epoch: 10/30, loss: 2.1364, acc: 0.7526
(TESTING) task: 1, epoch: 10/30, loss: 2.1347, acc: 0.7562
(TESTING) task: 1, epoch: 10/30, loss: 2.1354, acc: 0.7537
(TESTING) task: 1, epoch: 10/30, loss: 2.1359, acc: 0.7548
(TESTING) task: 1, epoch: 10/30, loss: 2.1360, acc: 0.7547
(TESTING) task: 1, epoch: 10/30, loss: 2.1368, acc: 0.7546
(TESTING) task: 1, epoch: 10/30, loss: 2.1366, acc: 0.7545
(TESTING) task: 1, epoch: 10/30, loss: 2.1356, acc: 0.7567
(TESTING) task: 1, epoch: 10/30, loss: 2.1358, acc: 0.7566
(TESTING) task: 1, epoch: 10/30, loss: 2.1352, acc: 0.7565
(TESTING) task: 1, epoch: 10/30, loss: 2.1367, acc: 0.7532
(TESTING) task: 1, epoch: 10/30, loss: 2.1366, acc: 0.7531
(TESTING) task: 1, epoch: 10/30, loss: 2.1372, acc: 0.7500
(TESTING) task: 1, epoch: 10/30, loss: 2.1371, acc: 0.7500
(TESTING) task: 1, epoch: 10/30, loss: 2.1355, acc: 0.7480
(TRAINING) task: 1, epoch: 11/30, loss: 2.1444, acc: 0.7422
(TRAINING) task: 1, epoch: 11/30, loss: 2.1320, acc: 0.7637
(TRAINING) task: 1, epoch: 11/30, loss: 2.1341, acc: 0.7747
(TRAINING) task: 1, epoch: 11/30, loss: 2.1357, acc: 0.7695
(TRAINING) task: 1, epoch: 11/30, loss: 2.1315, acc: 0.7703
(TRAINING) task: 1, epoch: 11/30, loss: 2.1294, acc: 0.7767
(TRAINING) task: 1, epoch: 11/30, loss: 2.1300, acc: 0.7740
(TRAINING) task: 1, epoch: 11/30, loss: 2.1305, acc: 0.7715
(TRAINING) task: 1, epoch: 11/30, loss: 2.1289, acc: 0.7747
(TRAINING) task: 1, epoch: 11/30, loss: 2.1294, acc: 0.7711
(TRAINING) task: 1, epoch: 11/30, loss: 2.1307, acc: 0.7695
(TRAINING) task: 1, epoch: 11/30, loss: 2.1305, acc: 0.7712
(TRAINING) task: 1, epoch: 11/30, loss: 2.1298, acc: 0.7764
(TRAINING) task: 1, epoch: 11/30, loss: 2.1291, acc: 0.7765
(TRAINING) task: 1, epoch: 11/30, loss: 2.1276, acc: 0.7802
(TRAINING) task: 1, epoch: 11/30, loss: 2.1269, acc: 0.7808
(TRAINING) task: 1, epoch: 11/30, loss: 2.1252, acc: 0.7810
(TRAINING) task: 1, epoch: 11/30, loss: 2.1249, acc: 0.7819
(TRAINING) task: 1, epoch: 11/30, loss: 2.1231, acc: 0.7845
(TRAINING) task: 1, epoch: 11/30, loss: 2.1220, acc: 0.7828
(TESTING) task: 1, epoch: 11/30, loss: 2.1066, acc: 0.6875
(TESTING) task: 1, epoch: 11/30, loss: 2.1152, acc: 0.7188
(TESTING) task: 1, epoch: 11/30, loss: 2.0936, acc: 0.7917
(TESTING) task: 1, epoch: 11/30, loss: 2.1099, acc: 0.8125
(TESTING) task: 1, epoch: 11/30, loss: 2.1198, acc: 0.8000
(TESTING) task: 1, epoch: 11/30, loss: 2.1135, acc: 0.8333
(TESTING) task: 1, epoch: 11/30, loss: 2.1128, acc: 0.8393
(TESTING) task: 1, epoch: 11/30, loss: 2.1122, acc: 0.8125
(TESTING) task: 1, epoch: 11/30, loss: 2.1095, acc: 0.8056
(TESTING) task: 1, epoch: 11/30, loss: 2.1112, acc: 0.8063
(TESTING) task: 1, epoch: 11/30, loss: 2.1120, acc: 0.8125
(TESTING) task: 1, epoch: 11/30, loss: 2.1035, acc: 0.8073
(TESTING) task: 1, epoch: 11/30, loss: 2.1007, acc: 0.8029
(TESTING) task: 1, epoch: 11/30, loss: 2.0991, acc: 0.8036
(TESTING) task: 1, epoch: 11/30, loss: 2.1054, acc: 0.7750
(TESTING) task: 1, epoch: 11/30, loss: 2.1078, acc: 0.7695
(TESTING) task: 1, epoch: 11/30, loss: 2.1079, acc: 0.7721
(TESTING) task: 1, epoch: 11/30, loss: 2.1109, acc: 0.7639
(TESTING) task: 1, epoch: 11/30, loss: 2.1104, acc: 0.7599
(TESTING) task: 1, epoch: 11/30, loss: 2.1115, acc: 0.7594
(TESTING) task: 1, epoch: 11/30, loss: 2.1130, acc: 0.7589
(TESTING) task: 1, epoch: 11/30, loss: 2.1115, acc: 0.7585
(TESTING) task: 1, epoch: 11/30, loss: 2.1090, acc: 0.7582
(TESTING) task: 1, epoch: 11/30, loss: 2.1085, acc: 0.7630
(TESTING) task: 1, epoch: 11/30, loss: 2.1076, acc: 0.7625
(TESTING) task: 1, epoch: 11/30, loss: 2.1076, acc: 0.7620
(TESTING) task: 1, epoch: 11/30, loss: 2.1075, acc: 0.7685
(TESTING) task: 1, epoch: 11/30, loss: 2.1085, acc: 0.7634
(TESTING) task: 1, epoch: 11/30, loss: 2.1079, acc: 0.7694
(TESTING) task: 1, epoch: 11/30, loss: 2.1101, acc: 0.7625
(TESTING) task: 1, epoch: 11/30, loss: 2.1121, acc: 0.7601
(TESTING) task: 1, epoch: 11/30, loss: 2.1113, acc: 0.7598
(TESTING) task: 1, epoch: 11/30, loss: 2.1106, acc: 0.7633
(TESTING) task: 1, epoch: 11/30, loss: 2.1123, acc: 0.7647
(TESTING) task: 1, epoch: 11/30, loss: 2.1149, acc: 0.7643
(TESTING) task: 1, epoch: 11/30, loss: 2.1135, acc: 0.7622
(TESTING) task: 1, epoch: 11/30, loss: 2.1113, acc: 0.7669
(TESTING) task: 1, epoch: 11/30, loss: 2.1113, acc: 0.7681
(TESTING) task: 1, epoch: 11/30, loss: 2.1098, acc: 0.7708
(TESTING) task: 1, epoch: 11/30, loss: 2.1097, acc: 0.7672
(TESTING) task: 1, epoch: 11/30, loss: 2.1094, acc: 0.7683
(TESTING) task: 1, epoch: 11/30, loss: 2.1093, acc: 0.7664
(TESTING) task: 1, epoch: 11/30, loss: 2.1081, acc: 0.7645
(TESTING) task: 1, epoch: 11/30, loss: 2.1084, acc: 0.7628
(TESTING) task: 1, epoch: 11/30, loss: 2.1090, acc: 0.7639
(TESTING) task: 1, epoch: 11/30, loss: 2.1111, acc: 0.7609
(TESTING) task: 1, epoch: 11/30, loss: 2.1103, acc: 0.7646
(TESTING) task: 1, epoch: 11/30, loss: 2.1114, acc: 0.7604
(TESTING) task: 1, epoch: 11/30, loss: 2.1106, acc: 0.7640
(TESTING) task: 1, epoch: 11/30, loss: 2.1110, acc: 0.7625
(TESTING) task: 1, epoch: 11/30, loss: 2.1104, acc: 0.7623
(TESTING) task: 1, epoch: 11/30, loss: 2.1099, acc: 0.7620
(TESTING) task: 1, epoch: 11/30, loss: 2.1107, acc: 0.7642
(TESTING) task: 1, epoch: 11/30, loss: 2.1100, acc: 0.7674
(TESTING) task: 1, epoch: 11/30, loss: 2.1101, acc: 0.7693
(TESTING) task: 1, epoch: 11/30, loss: 2.1103, acc: 0.7712
(TESTING) task: 1, epoch: 11/30, loss: 2.1083, acc: 0.7741
(TESTING) task: 1, epoch: 11/30, loss: 2.1078, acc: 0.7759
(TESTING) task: 1, epoch: 11/30, loss: 2.1077, acc: 0.7765
(TESTING) task: 1, epoch: 11/30, loss: 2.1099, acc: 0.7740
(TESTING) task: 1, epoch: 11/30, loss: 2.1105, acc: 0.7756
(TESTING) task: 1, epoch: 11/30, loss: 2.1115, acc: 0.7752
(TESTING) task: 1, epoch: 11/30, loss: 2.1114, acc: 0.7728
(TRAINING) task: 1, epoch: 12/30, loss: 2.0922, acc: 0.8086
(TRAINING) task: 1, epoch: 12/30, loss: 2.1106, acc: 0.7910
(TRAINING) task: 1, epoch: 12/30, loss: 2.1095, acc: 0.8034
(TRAINING) task: 1, epoch: 12/30, loss: 2.1086, acc: 0.7969
(TRAINING) task: 1, epoch: 12/30, loss: 2.1107, acc: 0.7867
(TRAINING) task: 1, epoch: 12/30, loss: 2.1076, acc: 0.7930
(TRAINING) task: 1, epoch: 12/30, loss: 2.1068, acc: 0.7991
(TRAINING) task: 1, epoch: 12/30, loss: 2.1044, acc: 0.8013
(TRAINING) task: 1, epoch: 12/30, loss: 2.1031, acc: 0.8016
(TRAINING) task: 1, epoch: 12/30, loss: 2.1012, acc: 0.8078
(TRAINING) task: 1, epoch: 12/30, loss: 2.1015, acc: 0.8040
(TRAINING) task: 1, epoch: 12/30, loss: 2.1011, acc: 0.8073
(TRAINING) task: 1, epoch: 12/30, loss: 2.1008, acc: 0.8089
(TRAINING) task: 1, epoch: 12/30, loss: 2.1009, acc: 0.8094
(TRAINING) task: 1, epoch: 12/30, loss: 2.0998, acc: 0.8086
(TRAINING) task: 1, epoch: 12/30, loss: 2.1000, acc: 0.8081
(TRAINING) task: 1, epoch: 12/30, loss: 2.0996, acc: 0.8061
(TRAINING) task: 1, epoch: 12/30, loss: 2.0980, acc: 0.8084
(TRAINING) task: 1, epoch: 12/30, loss: 2.0973, acc: 0.8084
(TRAINING) task: 1, epoch: 12/30, loss: 2.0970, acc: 0.8069
(TESTING) task: 1, epoch: 12/30, loss: 2.0827, acc: 0.8750
(TESTING) task: 1, epoch: 12/30, loss: 2.0710, acc: 0.8438
(TESTING) task: 1, epoch: 12/30, loss: 2.0844, acc: 0.8333
(TESTING) task: 1, epoch: 12/30, loss: 2.0651, acc: 0.8125
(TESTING) task: 1, epoch: 12/30, loss: 2.0740, acc: 0.8000
(TESTING) task: 1, epoch: 12/30, loss: 2.0813, acc: 0.8125
(TESTING) task: 1, epoch: 12/30, loss: 2.0778, acc: 0.8214
(TESTING) task: 1, epoch: 12/30, loss: 2.0842, acc: 0.7969
(TESTING) task: 1, epoch: 12/30, loss: 2.0878, acc: 0.8125
(TESTING) task: 1, epoch: 12/30, loss: 2.0843, acc: 0.8313
(TESTING) task: 1, epoch: 12/30, loss: 2.0819, acc: 0.8409
(TESTING) task: 1, epoch: 12/30, loss: 2.0854, acc: 0.8438
(TESTING) task: 1, epoch: 12/30, loss: 2.0824, acc: 0.8413
(TESTING) task: 1, epoch: 12/30, loss: 2.0860, acc: 0.8438
(TESTING) task: 1, epoch: 12/30, loss: 2.0854, acc: 0.8458
(TESTING) task: 1, epoch: 12/30, loss: 2.0825, acc: 0.8320
(TESTING) task: 1, epoch: 12/30, loss: 2.0809, acc: 0.8346
(TESTING) task: 1, epoch: 12/30, loss: 2.0835, acc: 0.8333
(TESTING) task: 1, epoch: 12/30, loss: 2.0787, acc: 0.8421
(TESTING) task: 1, epoch: 12/30, loss: 2.0775, acc: 0.8406
(TESTING) task: 1, epoch: 12/30, loss: 2.0774, acc: 0.8423
(TESTING) task: 1, epoch: 12/30, loss: 2.0799, acc: 0.8409
(TESTING) task: 1, epoch: 12/30, loss: 2.0797, acc: 0.8397
(TESTING) task: 1, epoch: 12/30, loss: 2.0839, acc: 0.8333
(TESTING) task: 1, epoch: 12/30, loss: 2.0821, acc: 0.8375
(TESTING) task: 1, epoch: 12/30, loss: 2.0805, acc: 0.8413
(TESTING) task: 1, epoch: 12/30, loss: 2.0805, acc: 0.8380
(TESTING) task: 1, epoch: 12/30, loss: 2.0825, acc: 0.8348
(TESTING) task: 1, epoch: 12/30, loss: 2.0841, acc: 0.8297
(TESTING) task: 1, epoch: 12/30, loss: 2.0857, acc: 0.8250
(TESTING) task: 1, epoch: 12/30, loss: 2.0854, acc: 0.8226
(TESTING) task: 1, epoch: 12/30, loss: 2.0872, acc: 0.8223
(TESTING) task: 1, epoch: 12/30, loss: 2.0898, acc: 0.8163
(TESTING) task: 1, epoch: 12/30, loss: 2.0910, acc: 0.8107
(TESTING) task: 1, epoch: 12/30, loss: 2.0921, acc: 0.8071
(TESTING) task: 1, epoch: 12/30, loss: 2.0941, acc: 0.8038
(TESTING) task: 1, epoch: 12/30, loss: 2.0949, acc: 0.8007
(TESTING) task: 1, epoch: 12/30, loss: 2.0915, acc: 0.8059
(TESTING) task: 1, epoch: 12/30, loss: 2.0904, acc: 0.8077
(TESTING) task: 1, epoch: 12/30, loss: 2.0928, acc: 0.8063
(TESTING) task: 1, epoch: 12/30, loss: 2.0905, acc: 0.8079
(TESTING) task: 1, epoch: 12/30, loss: 2.0905, acc: 0.8065
(TESTING) task: 1, epoch: 12/30, loss: 2.0901, acc: 0.8096
(TESTING) task: 1, epoch: 12/30, loss: 2.0905, acc: 0.8097
(TESTING) task: 1, epoch: 12/30, loss: 2.0916, acc: 0.8056
(TESTING) task: 1, epoch: 12/30, loss: 2.0903, acc: 0.8057
(TESTING) task: 1, epoch: 12/30, loss: 2.0884, acc: 0.8059
(TESTING) task: 1, epoch: 12/30, loss: 2.0894, acc: 0.8034
(TESTING) task: 1, epoch: 12/30, loss: 2.0876, acc: 0.8036
(TESTING) task: 1, epoch: 12/30, loss: 2.0893, acc: 0.7975
(TESTING) task: 1, epoch: 12/30, loss: 2.0899, acc: 0.7990
(TESTING) task: 1, epoch: 12/30, loss: 2.0885, acc: 0.7981
(TESTING) task: 1, epoch: 12/30, loss: 2.0889, acc: 0.7960
(TESTING) task: 1, epoch: 12/30, loss: 2.0865, acc: 0.7998
(TESTING) task: 1, epoch: 12/30, loss: 2.0873, acc: 0.7989
(TESTING) task: 1, epoch: 12/30, loss: 2.0864, acc: 0.7991
(TESTING) task: 1, epoch: 12/30, loss: 2.0863, acc: 0.7993
(TESTING) task: 1, epoch: 12/30, loss: 2.0857, acc: 0.7985
(TESTING) task: 1, epoch: 12/30, loss: 2.0859, acc: 0.8008
(TESTING) task: 1, epoch: 12/30, loss: 2.0866, acc: 0.8010
(TESTING) task: 1, epoch: 12/30, loss: 2.0871, acc: 0.7992
(TESTING) task: 1, epoch: 12/30, loss: 2.0873, acc: 0.7994
(TESTING) task: 1, epoch: 12/30, loss: 2.0859, acc: 0.8026
(TRAINING) task: 1, epoch: 13/30, loss: 2.0904, acc: 0.8320
(TRAINING) task: 1, epoch: 13/30, loss: 2.0843, acc: 0.8145
(TRAINING) task: 1, epoch: 13/30, loss: 2.0867, acc: 0.8229
(TRAINING) task: 1, epoch: 13/30, loss: 2.0865, acc: 0.8193
(TRAINING) task: 1, epoch: 13/30, loss: 2.0867, acc: 0.8258
(TRAINING) task: 1, epoch: 13/30, loss: 2.0845, acc: 0.8223
(TRAINING) task: 1, epoch: 13/30, loss: 2.0815, acc: 0.8242
(TRAINING) task: 1, epoch: 13/30, loss: 2.0797, acc: 0.8252
(TRAINING) task: 1, epoch: 13/30, loss: 2.0814, acc: 0.8216
(TRAINING) task: 1, epoch: 13/30, loss: 2.0821, acc: 0.8207
(TRAINING) task: 1, epoch: 13/30, loss: 2.0820, acc: 0.8175
(TRAINING) task: 1, epoch: 13/30, loss: 2.0812, acc: 0.8190
(TRAINING) task: 1, epoch: 13/30, loss: 2.0810, acc: 0.8209
(TRAINING) task: 1, epoch: 13/30, loss: 2.0787, acc: 0.8228
(TRAINING) task: 1, epoch: 13/30, loss: 2.0766, acc: 0.8266
(TRAINING) task: 1, epoch: 13/30, loss: 2.0760, acc: 0.8269
(TRAINING) task: 1, epoch: 13/30, loss: 2.0759, acc: 0.8272
(TRAINING) task: 1, epoch: 13/30, loss: 2.0737, acc: 0.8296
(TRAINING) task: 1, epoch: 13/30, loss: 2.0731, acc: 0.8304
(TRAINING) task: 1, epoch: 13/30, loss: 2.0714, acc: 0.8311
(TESTING) task: 1, epoch: 13/30, loss: 1.9568, acc: 0.8750
(TESTING) task: 1, epoch: 13/30, loss: 2.0047, acc: 0.8125
(TESTING) task: 1, epoch: 13/30, loss: 2.0094, acc: 0.8542
(TESTING) task: 1, epoch: 13/30, loss: 2.0275, acc: 0.8750
(TESTING) task: 1, epoch: 13/30, loss: 2.0453, acc: 0.8500
(TESTING) task: 1, epoch: 13/30, loss: 2.0455, acc: 0.8438
(TESTING) task: 1, epoch: 13/30, loss: 2.0574, acc: 0.8393
(TESTING) task: 1, epoch: 13/30, loss: 2.0577, acc: 0.8359
(TESTING) task: 1, epoch: 13/30, loss: 2.0611, acc: 0.8264
(TESTING) task: 1, epoch: 13/30, loss: 2.0706, acc: 0.8125
(TESTING) task: 1, epoch: 13/30, loss: 2.0693, acc: 0.8125
(TESTING) task: 1, epoch: 13/30, loss: 2.0704, acc: 0.8073
(TESTING) task: 1, epoch: 13/30, loss: 2.0689, acc: 0.8125
(TESTING) task: 1, epoch: 13/30, loss: 2.0625, acc: 0.8125
(TESTING) task: 1, epoch: 13/30, loss: 2.0644, acc: 0.8167
(TESTING) task: 1, epoch: 13/30, loss: 2.0632, acc: 0.8164
(TESTING) task: 1, epoch: 13/30, loss: 2.0636, acc: 0.8235
(TESTING) task: 1, epoch: 13/30, loss: 2.0651, acc: 0.8229
(TESTING) task: 1, epoch: 13/30, loss: 2.0661, acc: 0.8224
(TESTING) task: 1, epoch: 13/30, loss: 2.0690, acc: 0.8219
(TESTING) task: 1, epoch: 13/30, loss: 2.0693, acc: 0.8185
(TESTING) task: 1, epoch: 13/30, loss: 2.0670, acc: 0.8182
(TESTING) task: 1, epoch: 13/30, loss: 2.0676, acc: 0.8179
(TESTING) task: 1, epoch: 13/30, loss: 2.0666, acc: 0.8203
(TESTING) task: 1, epoch: 13/30, loss: 2.0696, acc: 0.8150
(TESTING) task: 1, epoch: 13/30, loss: 2.0665, acc: 0.8197
(TESTING) task: 1, epoch: 13/30, loss: 2.0662, acc: 0.8218
(TESTING) task: 1, epoch: 13/30, loss: 2.0678, acc: 0.8237
(TESTING) task: 1, epoch: 13/30, loss: 2.0683, acc: 0.8254
(TESTING) task: 1, epoch: 13/30, loss: 2.0677, acc: 0.8250
(TESTING) task: 1, epoch: 13/30, loss: 2.0663, acc: 0.8266
(TESTING) task: 1, epoch: 13/30, loss: 2.0644, acc: 0.8320
(TESTING) task: 1, epoch: 13/30, loss: 2.0648, acc: 0.8333
(TESTING) task: 1, epoch: 13/30, loss: 2.0653, acc: 0.8290
(TESTING) task: 1, epoch: 13/30, loss: 2.0631, acc: 0.8286
(TESTING) task: 1, epoch: 13/30, loss: 2.0641, acc: 0.8316
(TESTING) task: 1, epoch: 13/30, loss: 2.0644, acc: 0.8328
(TESTING) task: 1, epoch: 13/30, loss: 2.0653, acc: 0.8289
(TESTING) task: 1, epoch: 13/30, loss: 2.0642, acc: 0.8317
(TESTING) task: 1, epoch: 13/30, loss: 2.0619, acc: 0.8328
(TESTING) task: 1, epoch: 13/30, loss: 2.0609, acc: 0.8308
(TESTING) task: 1, epoch: 13/30, loss: 2.0586, acc: 0.8274
(TESTING) task: 1, epoch: 13/30, loss: 2.0602, acc: 0.8299
(TESTING) task: 1, epoch: 13/30, loss: 2.0600, acc: 0.8295
(TESTING) task: 1, epoch: 13/30, loss: 2.0602, acc: 0.8319
(TESTING) task: 1, epoch: 13/30, loss: 2.0617, acc: 0.8315
(TESTING) task: 1, epoch: 13/30, loss: 2.0604, acc: 0.8324
(TESTING) task: 1, epoch: 13/30, loss: 2.0579, acc: 0.8320
(TESTING) task: 1, epoch: 13/30, loss: 2.0579, acc: 0.8316
(TESTING) task: 1, epoch: 13/30, loss: 2.0591, acc: 0.8325
(TESTING) task: 1, epoch: 13/30, loss: 2.0597, acc: 0.8309
(TESTING) task: 1, epoch: 13/30, loss: 2.0587, acc: 0.8305
(TESTING) task: 1, epoch: 13/30, loss: 2.0593, acc: 0.8278
(TESTING) task: 1, epoch: 13/30, loss: 2.0593, acc: 0.8275
(TESTING) task: 1, epoch: 13/30, loss: 2.0604, acc: 0.8261
(TESTING) task: 1, epoch: 13/30, loss: 2.0617, acc: 0.8225
(TESTING) task: 1, epoch: 13/30, loss: 2.0633, acc: 0.8191
(TESTING) task: 1, epoch: 13/30, loss: 2.0627, acc: 0.8190
(TESTING) task: 1, epoch: 13/30, loss: 2.0608, acc: 0.8189
(TESTING) task: 1, epoch: 13/30, loss: 2.0619, acc: 0.8208
(TESTING) task: 1, epoch: 13/30, loss: 2.0626, acc: 0.8207
(TESTING) task: 1, epoch: 13/30, loss: 2.0627, acc: 0.8206
(TESTING) task: 1, epoch: 13/30, loss: 2.0621, acc: 0.8234
(TRAINING) task: 1, epoch: 14/30, loss: 2.0614, acc: 0.8711
(TRAINING) task: 1, epoch: 14/30, loss: 2.0436, acc: 0.8691
(TRAINING) task: 1, epoch: 14/30, loss: 2.0514, acc: 0.8542
(TRAINING) task: 1, epoch: 14/30, loss: 2.0524, acc: 0.8516
(TRAINING) task: 1, epoch: 14/30, loss: 2.0525, acc: 0.8445
(TRAINING) task: 1, epoch: 14/30, loss: 2.0537, acc: 0.8385
(TRAINING) task: 1, epoch: 14/30, loss: 2.0515, acc: 0.8404
(TRAINING) task: 1, epoch: 14/30, loss: 2.0537, acc: 0.8350
(TRAINING) task: 1, epoch: 14/30, loss: 2.0556, acc: 0.8338
(TRAINING) task: 1, epoch: 14/30, loss: 2.0559, acc: 0.8355
(TRAINING) task: 1, epoch: 14/30, loss: 2.0542, acc: 0.8345
(TRAINING) task: 1, epoch: 14/30, loss: 2.0537, acc: 0.8366
(TRAINING) task: 1, epoch: 14/30, loss: 2.0523, acc: 0.8386
(TRAINING) task: 1, epoch: 14/30, loss: 2.0506, acc: 0.8384
(TRAINING) task: 1, epoch: 14/30, loss: 2.0501, acc: 0.8409
(TRAINING) task: 1, epoch: 14/30, loss: 2.0500, acc: 0.8416
(TRAINING) task: 1, epoch: 14/30, loss: 2.0506, acc: 0.8433
(TRAINING) task: 1, epoch: 14/30, loss: 2.0479, acc: 0.8466
(TRAINING) task: 1, epoch: 14/30, loss: 2.0473, acc: 0.8491
(TRAINING) task: 1, epoch: 14/30, loss: 2.0479, acc: 0.8467
(TESTING) task: 1, epoch: 14/30, loss: 2.1132, acc: 0.7500
(TESTING) task: 1, epoch: 14/30, loss: 2.0345, acc: 0.7812
(TESTING) task: 1, epoch: 14/30, loss: 2.0521, acc: 0.8333
(TESTING) task: 1, epoch: 14/30, loss: 2.0523, acc: 0.8750
(TESTING) task: 1, epoch: 14/30, loss: 2.0524, acc: 0.8875
(TESTING) task: 1, epoch: 14/30, loss: 2.0427, acc: 0.8958
(TESTING) task: 1, epoch: 14/30, loss: 2.0536, acc: 0.8929
(TESTING) task: 1, epoch: 14/30, loss: 2.0503, acc: 0.8984
(TESTING) task: 1, epoch: 14/30, loss: 2.0476, acc: 0.8958
(TESTING) task: 1, epoch: 14/30, loss: 2.0388, acc: 0.9000
(TESTING) task: 1, epoch: 14/30, loss: 2.0418, acc: 0.8807
(TESTING) task: 1, epoch: 14/30, loss: 2.0435, acc: 0.8698
(TESTING) task: 1, epoch: 14/30, loss: 2.0391, acc: 0.8798
(TESTING) task: 1, epoch: 14/30, loss: 2.0383, acc: 0.8884
(TESTING) task: 1, epoch: 14/30, loss: 2.0362, acc: 0.8875
(TESTING) task: 1, epoch: 14/30, loss: 2.0386, acc: 0.8906
(TESTING) task: 1, epoch: 14/30, loss: 2.0410, acc: 0.8824
(TESTING) task: 1, epoch: 14/30, loss: 2.0358, acc: 0.8819
(TESTING) task: 1, epoch: 14/30, loss: 2.0381, acc: 0.8717
(TESTING) task: 1, epoch: 14/30, loss: 2.0400, acc: 0.8594
(TESTING) task: 1, epoch: 14/30, loss: 2.0415, acc: 0.8661
(TESTING) task: 1, epoch: 14/30, loss: 2.0419, acc: 0.8608
(TESTING) task: 1, epoch: 14/30, loss: 2.0428, acc: 0.8587
(TESTING) task: 1, epoch: 14/30, loss: 2.0433, acc: 0.8542
(TESTING) task: 1, epoch: 14/30, loss: 2.0430, acc: 0.8525
(TESTING) task: 1, epoch: 14/30, loss: 2.0416, acc: 0.8534
(TESTING) task: 1, epoch: 14/30, loss: 2.0396, acc: 0.8565
(TESTING) task: 1, epoch: 14/30, loss: 2.0369, acc: 0.8527
(TESTING) task: 1, epoch: 14/30, loss: 2.0406, acc: 0.8448
(TESTING) task: 1, epoch: 14/30, loss: 2.0408, acc: 0.8396
(TESTING) task: 1, epoch: 14/30, loss: 2.0443, acc: 0.8347
(TESTING) task: 1, epoch: 14/30, loss: 2.0466, acc: 0.8340
(TESTING) task: 1, epoch: 14/30, loss: 2.0467, acc: 0.8371
(TESTING) task: 1, epoch: 14/30, loss: 2.0471, acc: 0.8346
(TESTING) task: 1, epoch: 14/30, loss: 2.0484, acc: 0.8339
(TESTING) task: 1, epoch: 14/30, loss: 2.0472, acc: 0.8368
(TESTING) task: 1, epoch: 14/30, loss: 2.0448, acc: 0.8345
(TESTING) task: 1, epoch: 14/30, loss: 2.0447, acc: 0.8306
(TESTING) task: 1, epoch: 14/30, loss: 2.0424, acc: 0.8333
(TESTING) task: 1, epoch: 14/30, loss: 2.0384, acc: 0.8359
(TESTING) task: 1, epoch: 14/30, loss: 2.0405, acc: 0.8384
(TESTING) task: 1, epoch: 14/30, loss: 2.0407, acc: 0.8348
(TESTING) task: 1, epoch: 14/30, loss: 2.0413, acc: 0.8358
(TESTING) task: 1, epoch: 14/30, loss: 2.0418, acc: 0.8381
(TESTING) task: 1, epoch: 14/30, loss: 2.0404, acc: 0.8389
(TESTING) task: 1, epoch: 14/30, loss: 2.0422, acc: 0.8410
(TESTING) task: 1, epoch: 14/30, loss: 2.0415, acc: 0.8418
(TESTING) task: 1, epoch: 14/30, loss: 2.0398, acc: 0.8438
(TESTING) task: 1, epoch: 14/30, loss: 2.0408, acc: 0.8431
(TESTING) task: 1, epoch: 14/30, loss: 2.0414, acc: 0.8450
(TESTING) task: 1, epoch: 14/30, loss: 2.0425, acc: 0.8456
(TESTING) task: 1, epoch: 14/30, loss: 2.0417, acc: 0.8462
(TESTING) task: 1, epoch: 14/30, loss: 2.0409, acc: 0.8491
(TESTING) task: 1, epoch: 14/30, loss: 2.0417, acc: 0.8472
(TESTING) task: 1, epoch: 14/30, loss: 2.0421, acc: 0.8466
(TESTING) task: 1, epoch: 14/30, loss: 2.0428, acc: 0.8460
(TESTING) task: 1, epoch: 14/30, loss: 2.0423, acc: 0.8454
(TESTING) task: 1, epoch: 14/30, loss: 2.0423, acc: 0.8459
(TESTING) task: 1, epoch: 14/30, loss: 2.0414, acc: 0.8475
(TESTING) task: 1, epoch: 14/30, loss: 2.0413, acc: 0.8490
(TESTING) task: 1, epoch: 14/30, loss: 2.0396, acc: 0.8494
(TESTING) task: 1, epoch: 14/30, loss: 2.0390, acc: 0.8498
(TESTING) task: 1, epoch: 14/30, loss: 2.0389, acc: 0.8482
(TRAINING) task: 1, epoch: 15/30, loss: 2.0503, acc: 0.8242
(TRAINING) task: 1, epoch: 15/30, loss: 2.0410, acc: 0.8574
(TRAINING) task: 1, epoch: 15/30, loss: 2.0341, acc: 0.8555
(TRAINING) task: 1, epoch: 15/30, loss: 2.0354, acc: 0.8564
(TRAINING) task: 1, epoch: 15/30, loss: 2.0377, acc: 0.8641
(TRAINING) task: 1, epoch: 15/30, loss: 2.0374, acc: 0.8652
(TRAINING) task: 1, epoch: 15/30, loss: 2.0349, acc: 0.8644
(TRAINING) task: 1, epoch: 15/30, loss: 2.0337, acc: 0.8638
(TRAINING) task: 1, epoch: 15/30, loss: 2.0350, acc: 0.8624
(TRAINING) task: 1, epoch: 15/30, loss: 2.0318, acc: 0.8676
(TRAINING) task: 1, epoch: 15/30, loss: 2.0307, acc: 0.8679
(TRAINING) task: 1, epoch: 15/30, loss: 2.0297, acc: 0.8682
(TRAINING) task: 1, epoch: 15/30, loss: 2.0283, acc: 0.8690
(TRAINING) task: 1, epoch: 15/30, loss: 2.0258, acc: 0.8705
(TRAINING) task: 1, epoch: 15/30, loss: 2.0242, acc: 0.8716
(TRAINING) task: 1, epoch: 15/30, loss: 2.0246, acc: 0.8708
(TRAINING) task: 1, epoch: 15/30, loss: 2.0246, acc: 0.8706
(TRAINING) task: 1, epoch: 15/30, loss: 2.0244, acc: 0.8704
(TRAINING) task: 1, epoch: 15/30, loss: 2.0247, acc: 0.8715
(TRAINING) task: 1, epoch: 15/30, loss: 2.0236, acc: 0.8724
(TESTING) task: 1, epoch: 15/30, loss: 2.0027, acc: 0.8750
(TESTING) task: 1, epoch: 15/30, loss: 2.0605, acc: 0.8125
(TESTING) task: 1, epoch: 15/30, loss: 2.0622, acc: 0.8333
(TESTING) task: 1, epoch: 15/30, loss: 2.0552, acc: 0.8281
(TESTING) task: 1, epoch: 15/30, loss: 2.0372, acc: 0.8375
(TESTING) task: 1, epoch: 15/30, loss: 2.0372, acc: 0.8542
(TESTING) task: 1, epoch: 15/30, loss: 2.0339, acc: 0.8571
(TESTING) task: 1, epoch: 15/30, loss: 2.0298, acc: 0.8672
(TESTING) task: 1, epoch: 15/30, loss: 2.0200, acc: 0.8472
(TESTING) task: 1, epoch: 15/30, loss: 2.0230, acc: 0.8500
(TESTING) task: 1, epoch: 15/30, loss: 2.0231, acc: 0.8636
(TESTING) task: 1, epoch: 15/30, loss: 2.0133, acc: 0.8698
(TESTING) task: 1, epoch: 15/30, loss: 2.0141, acc: 0.8750
(TESTING) task: 1, epoch: 15/30, loss: 2.0146, acc: 0.8839
(TESTING) task: 1, epoch: 15/30, loss: 2.0149, acc: 0.8833
(TESTING) task: 1, epoch: 15/30, loss: 2.0092, acc: 0.8867
(TESTING) task: 1, epoch: 15/30, loss: 2.0048, acc: 0.8824
(TESTING) task: 1, epoch: 15/30, loss: 2.0055, acc: 0.8819
(TESTING) task: 1, epoch: 15/30, loss: 2.0030, acc: 0.8816
(TESTING) task: 1, epoch: 15/30, loss: 2.0062, acc: 0.8719
(TESTING) task: 1, epoch: 15/30, loss: 2.0079, acc: 0.8661
(TESTING) task: 1, epoch: 15/30, loss: 2.0026, acc: 0.8722
(TESTING) task: 1, epoch: 15/30, loss: 2.0046, acc: 0.8723
(TESTING) task: 1, epoch: 15/30, loss: 2.0055, acc: 0.8724
(TESTING) task: 1, epoch: 15/30, loss: 2.0056, acc: 0.8700
(TESTING) task: 1, epoch: 15/30, loss: 2.0049, acc: 0.8726
(TESTING) task: 1, epoch: 15/30, loss: 2.0061, acc: 0.8704
(TESTING) task: 1, epoch: 15/30, loss: 2.0067, acc: 0.8705
(TESTING) task: 1, epoch: 15/30, loss: 2.0084, acc: 0.8707
(TESTING) task: 1, epoch: 15/30, loss: 2.0087, acc: 0.8708
(TESTING) task: 1, epoch: 15/30, loss: 2.0091, acc: 0.8730
(TESTING) task: 1, epoch: 15/30, loss: 2.0087, acc: 0.8730
(TESTING) task: 1, epoch: 15/30, loss: 2.0126, acc: 0.8674
(TESTING) task: 1, epoch: 15/30, loss: 2.0134, acc: 0.8658
(TESTING) task: 1, epoch: 15/30, loss: 2.0127, acc: 0.8661
(TESTING) task: 1, epoch: 15/30, loss: 2.0117, acc: 0.8698
(TESTING) task: 1, epoch: 15/30, loss: 2.0123, acc: 0.8666
(TESTING) task: 1, epoch: 15/30, loss: 2.0118, acc: 0.8668
(TESTING) task: 1, epoch: 15/30, loss: 2.0115, acc: 0.8702
(TESTING) task: 1, epoch: 15/30, loss: 2.0130, acc: 0.8719
(TESTING) task: 1, epoch: 15/30, loss: 2.0130, acc: 0.8704
(TESTING) task: 1, epoch: 15/30, loss: 2.0150, acc: 0.8690
(TESTING) task: 1, epoch: 15/30, loss: 2.0168, acc: 0.8677
(TESTING) task: 1, epoch: 15/30, loss: 2.0160, acc: 0.8693
(TESTING) task: 1, epoch: 15/30, loss: 2.0154, acc: 0.8708
(TESTING) task: 1, epoch: 15/30, loss: 2.0141, acc: 0.8709
(TESTING) task: 1, epoch: 15/30, loss: 2.0154, acc: 0.8710
(TESTING) task: 1, epoch: 15/30, loss: 2.0168, acc: 0.8711
(TESTING) task: 1, epoch: 15/30, loss: 2.0165, acc: 0.8699
(TESTING) task: 1, epoch: 15/30, loss: 2.0168, acc: 0.8688
(TESTING) task: 1, epoch: 15/30, loss: 2.0164, acc: 0.8701
(TESTING) task: 1, epoch: 15/30, loss: 2.0171, acc: 0.8702
(TESTING) task: 1, epoch: 15/30, loss: 2.0179, acc: 0.8691
(TESTING) task: 1, epoch: 15/30, loss: 2.0159, acc: 0.8715
(TESTING) task: 1, epoch: 15/30, loss: 2.0172, acc: 0.8727
(TESTING) task: 1, epoch: 15/30, loss: 2.0153, acc: 0.8728
(TESTING) task: 1, epoch: 15/30, loss: 2.0157, acc: 0.8739
(TESTING) task: 1, epoch: 15/30, loss: 2.0158, acc: 0.8718
(TESTING) task: 1, epoch: 15/30, loss: 2.0150, acc: 0.8718
(TESTING) task: 1, epoch: 15/30, loss: 2.0160, acc: 0.8719
(TESTING) task: 1, epoch: 15/30, loss: 2.0163, acc: 0.8719
(TESTING) task: 1, epoch: 15/30, loss: 2.0157, acc: 0.8730
(TESTING) task: 1, epoch: 15/30, loss: 2.0178, acc: 0.8690
(TRAINING) task: 1, epoch: 16/30, loss: 2.0248, acc: 0.8672
(TRAINING) task: 1, epoch: 16/30, loss: 2.0316, acc: 0.8711
(TRAINING) task: 1, epoch: 16/30, loss: 2.0242, acc: 0.8815
(TRAINING) task: 1, epoch: 16/30, loss: 2.0231, acc: 0.8838
(TRAINING) task: 1, epoch: 16/30, loss: 2.0229, acc: 0.8883
(TRAINING) task: 1, epoch: 16/30, loss: 2.0189, acc: 0.8919
(TRAINING) task: 1, epoch: 16/30, loss: 2.0161, acc: 0.8906
(TRAINING) task: 1, epoch: 16/30, loss: 2.0163, acc: 0.8877
(TRAINING) task: 1, epoch: 16/30, loss: 2.0153, acc: 0.8867
(TRAINING) task: 1, epoch: 16/30, loss: 2.0123, acc: 0.8879
(TRAINING) task: 1, epoch: 16/30, loss: 2.0114, acc: 0.8881
(TRAINING) task: 1, epoch: 16/30, loss: 2.0091, acc: 0.8893
(TRAINING) task: 1, epoch: 16/30, loss: 2.0084, acc: 0.8879
(TRAINING) task: 1, epoch: 16/30, loss: 2.0075, acc: 0.8901
(TRAINING) task: 1, epoch: 16/30, loss: 2.0070, acc: 0.8919
(TRAINING) task: 1, epoch: 16/30, loss: 2.0044, acc: 0.8923
(TRAINING) task: 1, epoch: 16/30, loss: 2.0039, acc: 0.8925
(TRAINING) task: 1, epoch: 16/30, loss: 2.0035, acc: 0.8928
(TRAINING) task: 1, epoch: 16/30, loss: 2.0023, acc: 0.8935
(TRAINING) task: 1, epoch: 16/30, loss: 2.0028, acc: 0.8940
(TESTING) task: 1, epoch: 16/30, loss: 2.0449, acc: 0.9375
(TESTING) task: 1, epoch: 16/30, loss: 2.0304, acc: 0.8750
(TESTING) task: 1, epoch: 16/30, loss: 2.0106, acc: 0.8958
(TESTING) task: 1, epoch: 16/30, loss: 2.0060, acc: 0.9062
(TESTING) task: 1, epoch: 16/30, loss: 1.9829, acc: 0.9250
(TESTING) task: 1, epoch: 16/30, loss: 1.9891, acc: 0.9062
(TESTING) task: 1, epoch: 16/30, loss: 1.9900, acc: 0.9196
(TESTING) task: 1, epoch: 16/30, loss: 1.9920, acc: 0.9219
(TESTING) task: 1, epoch: 16/30, loss: 1.9911, acc: 0.9236
(TESTING) task: 1, epoch: 16/30, loss: 1.9924, acc: 0.9250
(TESTING) task: 1, epoch: 16/30, loss: 1.9948, acc: 0.9205
(TESTING) task: 1, epoch: 16/30, loss: 1.9853, acc: 0.9167
(TESTING) task: 1, epoch: 16/30, loss: 1.9853, acc: 0.9183
(TESTING) task: 1, epoch: 16/30, loss: 1.9831, acc: 0.9196
(TESTING) task: 1, epoch: 16/30, loss: 1.9904, acc: 0.9083
(TESTING) task: 1, epoch: 16/30, loss: 1.9898, acc: 0.9062
(TESTING) task: 1, epoch: 16/30, loss: 1.9841, acc: 0.9081
(TESTING) task: 1, epoch: 16/30, loss: 1.9834, acc: 0.9028
(TESTING) task: 1, epoch: 16/30, loss: 1.9821, acc: 0.9046
(TESTING) task: 1, epoch: 16/30, loss: 1.9810, acc: 0.9094
(TESTING) task: 1, epoch: 16/30, loss: 1.9750, acc: 0.9137
(TESTING) task: 1, epoch: 16/30, loss: 1.9777, acc: 0.9034
(TESTING) task: 1, epoch: 16/30, loss: 1.9806, acc: 0.9076
(TESTING) task: 1, epoch: 16/30, loss: 1.9782, acc: 0.9089
(TESTING) task: 1, epoch: 16/30, loss: 1.9801, acc: 0.9050
(TESTING) task: 1, epoch: 16/30, loss: 1.9835, acc: 0.8990
(TESTING) task: 1, epoch: 16/30, loss: 1.9816, acc: 0.9005
(TESTING) task: 1, epoch: 16/30, loss: 1.9837, acc: 0.8996
(TESTING) task: 1, epoch: 16/30, loss: 1.9860, acc: 0.9009
(TESTING) task: 1, epoch: 16/30, loss: 1.9854, acc: 0.9021
(TESTING) task: 1, epoch: 16/30, loss: 1.9854, acc: 0.9052
(TESTING) task: 1, epoch: 16/30, loss: 1.9860, acc: 0.9023
(TESTING) task: 1, epoch: 16/30, loss: 1.9878, acc: 0.9034
(TESTING) task: 1, epoch: 16/30, loss: 1.9847, acc: 0.9044
(TESTING) task: 1, epoch: 16/30, loss: 1.9861, acc: 0.9036
(TESTING) task: 1, epoch: 16/30, loss: 1.9873, acc: 0.9028
(TESTING) task: 1, epoch: 16/30, loss: 1.9885, acc: 0.9003
(TESTING) task: 1, epoch: 16/30, loss: 1.9891, acc: 0.9030
(TESTING) task: 1, epoch: 16/30, loss: 1.9905, acc: 0.9006
(TESTING) task: 1, epoch: 16/30, loss: 1.9939, acc: 0.8938
(TESTING) task: 1, epoch: 16/30, loss: 1.9945, acc: 0.8918
(TESTING) task: 1, epoch: 16/30, loss: 1.9971, acc: 0.8914
(TESTING) task: 1, epoch: 16/30, loss: 1.9967, acc: 0.8924
(TESTING) task: 1, epoch: 16/30, loss: 1.9957, acc: 0.8935
(TESTING) task: 1, epoch: 16/30, loss: 1.9974, acc: 0.8917
(TESTING) task: 1, epoch: 16/30, loss: 1.9976, acc: 0.8913
(TESTING) task: 1, epoch: 16/30, loss: 1.9977, acc: 0.8910
(TESTING) task: 1, epoch: 16/30, loss: 1.9984, acc: 0.8906
(TESTING) task: 1, epoch: 16/30, loss: 1.9985, acc: 0.8903
(TESTING) task: 1, epoch: 16/30, loss: 1.9988, acc: 0.8925
(TESTING) task: 1, epoch: 16/30, loss: 1.9995, acc: 0.8934
(TESTING) task: 1, epoch: 16/30, loss: 1.9986, acc: 0.8942
(TESTING) task: 1, epoch: 16/30, loss: 1.9988, acc: 0.8939
(TESTING) task: 1, epoch: 16/30, loss: 1.9986, acc: 0.8947
(TESTING) task: 1, epoch: 16/30, loss: 1.9998, acc: 0.8920
(TESTING) task: 1, epoch: 16/30, loss: 1.9988, acc: 0.8929
(TESTING) task: 1, epoch: 16/30, loss: 1.9980, acc: 0.8925
(TESTING) task: 1, epoch: 16/30, loss: 1.9959, acc: 0.8944
(TESTING) task: 1, epoch: 16/30, loss: 1.9943, acc: 0.8941
(TESTING) task: 1, epoch: 16/30, loss: 1.9956, acc: 0.8917
(TESTING) task: 1, epoch: 16/30, loss: 1.9951, acc: 0.8934
(TESTING) task: 1, epoch: 16/30, loss: 1.9948, acc: 0.8931
(TESTING) task: 1, epoch: 16/30, loss: 1.9962, acc: 0.8929
(TRAINING) task: 1, epoch: 17/30, loss: 1.9990, acc: 0.9180
(TRAINING) task: 1, epoch: 17/30, loss: 1.9939, acc: 0.9180
(TRAINING) task: 1, epoch: 17/30, loss: 1.9798, acc: 0.9297
(TRAINING) task: 1, epoch: 17/30, loss: 1.9835, acc: 0.9189
(TRAINING) task: 1, epoch: 17/30, loss: 1.9872, acc: 0.9180
(TRAINING) task: 1, epoch: 17/30, loss: 1.9876, acc: 0.9128
(TRAINING) task: 1, epoch: 17/30, loss: 1.9874, acc: 0.9107
(TRAINING) task: 1, epoch: 17/30, loss: 1.9886, acc: 0.9102
(TRAINING) task: 1, epoch: 17/30, loss: 1.9884, acc: 0.9084
(TRAINING) task: 1, epoch: 17/30, loss: 1.9867, acc: 0.9086
(TRAINING) task: 1, epoch: 17/30, loss: 1.9859, acc: 0.9098
(TRAINING) task: 1, epoch: 17/30, loss: 1.9859, acc: 0.9108
(TRAINING) task: 1, epoch: 17/30, loss: 1.9856, acc: 0.9096
(TRAINING) task: 1, epoch: 17/30, loss: 1.9842, acc: 0.9104
(TRAINING) task: 1, epoch: 17/30, loss: 1.9810, acc: 0.9104
(TRAINING) task: 1, epoch: 17/30, loss: 1.9801, acc: 0.9121
(TRAINING) task: 1, epoch: 17/30, loss: 1.9802, acc: 0.9122
(TRAINING) task: 1, epoch: 17/30, loss: 1.9805, acc: 0.9128
(TRAINING) task: 1, epoch: 17/30, loss: 1.9802, acc: 0.9122
(TRAINING) task: 1, epoch: 17/30, loss: 1.9809, acc: 0.9129
(TESTING) task: 1, epoch: 17/30, loss: 1.9808, acc: 0.8125
(TESTING) task: 1, epoch: 17/30, loss: 1.9969, acc: 0.8750
(TESTING) task: 1, epoch: 17/30, loss: 1.9903, acc: 0.8750
(TESTING) task: 1, epoch: 17/30, loss: 1.9748, acc: 0.9062
(TESTING) task: 1, epoch: 17/30, loss: 1.9592, acc: 0.9250
(TESTING) task: 1, epoch: 17/30, loss: 1.9718, acc: 0.9167
(TESTING) task: 1, epoch: 17/30, loss: 1.9793, acc: 0.9107
(TESTING) task: 1, epoch: 17/30, loss: 1.9770, acc: 0.9141
(TESTING) task: 1, epoch: 17/30, loss: 1.9670, acc: 0.9167
(TESTING) task: 1, epoch: 17/30, loss: 1.9699, acc: 0.9125
(TESTING) task: 1, epoch: 17/30, loss: 1.9670, acc: 0.9091
(TESTING) task: 1, epoch: 17/30, loss: 1.9719, acc: 0.9115
(TESTING) task: 1, epoch: 17/30, loss: 1.9699, acc: 0.9087
(TESTING) task: 1, epoch: 17/30, loss: 1.9657, acc: 0.9062
(TESTING) task: 1, epoch: 17/30, loss: 1.9668, acc: 0.9125
(TESTING) task: 1, epoch: 17/30, loss: 1.9626, acc: 0.9141
(TESTING) task: 1, epoch: 17/30, loss: 1.9599, acc: 0.9154
(TESTING) task: 1, epoch: 17/30, loss: 1.9653, acc: 0.9201
(TESTING) task: 1, epoch: 17/30, loss: 1.9645, acc: 0.9243
(TESTING) task: 1, epoch: 17/30, loss: 1.9645, acc: 0.9250
(TESTING) task: 1, epoch: 17/30, loss: 1.9670, acc: 0.9196
(TESTING) task: 1, epoch: 17/30, loss: 1.9644, acc: 0.9205
(TESTING) task: 1, epoch: 17/30, loss: 1.9634, acc: 0.9212
(TESTING) task: 1, epoch: 17/30, loss: 1.9670, acc: 0.9193
(TESTING) task: 1, epoch: 17/30, loss: 1.9661, acc: 0.9200
(TESTING) task: 1, epoch: 17/30, loss: 1.9624, acc: 0.9207
(TESTING) task: 1, epoch: 17/30, loss: 1.9623, acc: 0.9236
(TESTING) task: 1, epoch: 17/30, loss: 1.9625, acc: 0.9219
(TESTING) task: 1, epoch: 17/30, loss: 1.9641, acc: 0.9224
(TESTING) task: 1, epoch: 17/30, loss: 1.9663, acc: 0.9229
(TESTING) task: 1, epoch: 17/30, loss: 1.9678, acc: 0.9214
(TESTING) task: 1, epoch: 17/30, loss: 1.9662, acc: 0.9238
(TESTING) task: 1, epoch: 17/30, loss: 1.9661, acc: 0.9242
(TESTING) task: 1, epoch: 17/30, loss: 1.9650, acc: 0.9265
(TESTING) task: 1, epoch: 17/30, loss: 1.9688, acc: 0.9196
(TESTING) task: 1, epoch: 17/30, loss: 1.9669, acc: 0.9184
(TESTING) task: 1, epoch: 17/30, loss: 1.9669, acc: 0.9189
(TESTING) task: 1, epoch: 17/30, loss: 1.9685, acc: 0.9178
(TESTING) task: 1, epoch: 17/30, loss: 1.9695, acc: 0.9183
(TESTING) task: 1, epoch: 17/30, loss: 1.9696, acc: 0.9203
(TESTING) task: 1, epoch: 17/30, loss: 1.9722, acc: 0.9146
(TESTING) task: 1, epoch: 17/30, loss: 1.9734, acc: 0.9167
(TESTING) task: 1, epoch: 17/30, loss: 1.9741, acc: 0.9172
(TESTING) task: 1, epoch: 17/30, loss: 1.9734, acc: 0.9176
(TESTING) task: 1, epoch: 17/30, loss: 1.9747, acc: 0.9153
(TESTING) task: 1, epoch: 17/30, loss: 1.9752, acc: 0.9117
(TESTING) task: 1, epoch: 17/30, loss: 1.9762, acc: 0.9122
(TESTING) task: 1, epoch: 17/30, loss: 1.9760, acc: 0.9141
(TESTING) task: 1, epoch: 17/30, loss: 1.9727, acc: 0.9158
(TESTING) task: 1, epoch: 17/30, loss: 1.9727, acc: 0.9163
(TESTING) task: 1, epoch: 17/30, loss: 1.9720, acc: 0.9179
(TESTING) task: 1, epoch: 17/30, loss: 1.9724, acc: 0.9147
(TESTING) task: 1, epoch: 17/30, loss: 1.9728, acc: 0.9151
(TESTING) task: 1, epoch: 17/30, loss: 1.9734, acc: 0.9167
(TESTING) task: 1, epoch: 17/30, loss: 1.9731, acc: 0.9182
(TESTING) task: 1, epoch: 17/30, loss: 1.9733, acc: 0.9152
(TESTING) task: 1, epoch: 17/30, loss: 1.9742, acc: 0.9167
(TESTING) task: 1, epoch: 17/30, loss: 1.9737, acc: 0.9170
(TESTING) task: 1, epoch: 17/30, loss: 1.9729, acc: 0.9163
(TESTING) task: 1, epoch: 17/30, loss: 1.9718, acc: 0.9167
(TESTING) task: 1, epoch: 17/30, loss: 1.9722, acc: 0.9150
(TESTING) task: 1, epoch: 17/30, loss: 1.9731, acc: 0.9163
(TESTING) task: 1, epoch: 17/30, loss: 1.9758, acc: 0.9137
(TRAINING) task: 1, epoch: 18/30, loss: 1.9831, acc: 0.9219
(TRAINING) task: 1, epoch: 18/30, loss: 1.9808, acc: 0.9277
(TRAINING) task: 1, epoch: 18/30, loss: 1.9772, acc: 0.9258
(TRAINING) task: 1, epoch: 18/30, loss: 1.9746, acc: 0.9277
(TRAINING) task: 1, epoch: 18/30, loss: 1.9732, acc: 0.9273
(TRAINING) task: 1, epoch: 18/30, loss: 1.9737, acc: 0.9212
(TRAINING) task: 1, epoch: 18/30, loss: 1.9757, acc: 0.9174
(TRAINING) task: 1, epoch: 18/30, loss: 1.9719, acc: 0.9170
(TRAINING) task: 1, epoch: 18/30, loss: 1.9688, acc: 0.9175
(TRAINING) task: 1, epoch: 18/30, loss: 1.9711, acc: 0.9145
(TRAINING) task: 1, epoch: 18/30, loss: 1.9694, acc: 0.9148
(TRAINING) task: 1, epoch: 18/30, loss: 1.9678, acc: 0.9150
(TRAINING) task: 1, epoch: 18/30, loss: 1.9650, acc: 0.9168
(TRAINING) task: 1, epoch: 18/30, loss: 1.9635, acc: 0.9174
(TRAINING) task: 1, epoch: 18/30, loss: 1.9638, acc: 0.9161
(TRAINING) task: 1, epoch: 18/30, loss: 1.9631, acc: 0.9167
(TRAINING) task: 1, epoch: 18/30, loss: 1.9621, acc: 0.9166
(TRAINING) task: 1, epoch: 18/30, loss: 1.9617, acc: 0.9156
(TRAINING) task: 1, epoch: 18/30, loss: 1.9605, acc: 0.9176
(TRAINING) task: 1, epoch: 18/30, loss: 1.9606, acc: 0.9187
(TESTING) task: 1, epoch: 18/30, loss: 1.9412, acc: 0.9375
(TESTING) task: 1, epoch: 18/30, loss: 1.9394, acc: 0.9688
(TESTING) task: 1, epoch: 18/30, loss: 1.9726, acc: 0.9167
(TESTING) task: 1, epoch: 18/30, loss: 1.9658, acc: 0.9219
(TESTING) task: 1, epoch: 18/30, loss: 1.9669, acc: 0.9125
(TESTING) task: 1, epoch: 18/30, loss: 1.9631, acc: 0.9062
(TESTING) task: 1, epoch: 18/30, loss: 1.9730, acc: 0.8929
(TESTING) task: 1, epoch: 18/30, loss: 1.9679, acc: 0.9062
(TESTING) task: 1, epoch: 18/30, loss: 1.9619, acc: 0.9097
(TESTING) task: 1, epoch: 18/30, loss: 1.9695, acc: 0.9062
(TESTING) task: 1, epoch: 18/30, loss: 1.9592, acc: 0.9148
(TESTING) task: 1, epoch: 18/30, loss: 1.9564, acc: 0.9167
(TESTING) task: 1, epoch: 18/30, loss: 1.9544, acc: 0.9183
(TESTING) task: 1, epoch: 18/30, loss: 1.9558, acc: 0.9241
(TESTING) task: 1, epoch: 18/30, loss: 1.9514, acc: 0.9292
(TESTING) task: 1, epoch: 18/30, loss: 1.9509, acc: 0.9258
(TESTING) task: 1, epoch: 18/30, loss: 1.9522, acc: 0.9191
(TESTING) task: 1, epoch: 18/30, loss: 1.9543, acc: 0.9167
(TESTING) task: 1, epoch: 18/30, loss: 1.9572, acc: 0.9112
(TESTING) task: 1, epoch: 18/30, loss: 1.9519, acc: 0.9125
(TESTING) task: 1, epoch: 18/30, loss: 1.9485, acc: 0.9137
(TESTING) task: 1, epoch: 18/30, loss: 1.9462, acc: 0.9176
(TESTING) task: 1, epoch: 18/30, loss: 1.9470, acc: 0.9185
(TESTING) task: 1, epoch: 18/30, loss: 1.9487, acc: 0.9193
(TESTING) task: 1, epoch: 18/30, loss: 1.9543, acc: 0.9150
(TESTING) task: 1, epoch: 18/30, loss: 1.9521, acc: 0.9111
(TESTING) task: 1, epoch: 18/30, loss: 1.9512, acc: 0.9144
(TESTING) task: 1, epoch: 18/30, loss: 1.9515, acc: 0.9174
(TESTING) task: 1, epoch: 18/30, loss: 1.9499, acc: 0.9181
(TESTING) task: 1, epoch: 18/30, loss: 1.9511, acc: 0.9187
(TESTING) task: 1, epoch: 18/30, loss: 1.9529, acc: 0.9214
(TESTING) task: 1, epoch: 18/30, loss: 1.9569, acc: 0.9180
(TESTING) task: 1, epoch: 18/30, loss: 1.9583, acc: 0.9186
(TESTING) task: 1, epoch: 18/30, loss: 1.9579, acc: 0.9173
(TESTING) task: 1, epoch: 18/30, loss: 1.9583, acc: 0.9143
(TESTING) task: 1, epoch: 18/30, loss: 1.9578, acc: 0.9115
(TESTING) task: 1, epoch: 18/30, loss: 1.9570, acc: 0.9139
(TESTING) task: 1, epoch: 18/30, loss: 1.9561, acc: 0.9161
(TESTING) task: 1, epoch: 18/30, loss: 1.9561, acc: 0.9151
(TESTING) task: 1, epoch: 18/30, loss: 1.9543, acc: 0.9156
(TESTING) task: 1, epoch: 18/30, loss: 1.9571, acc: 0.9131
(TESTING) task: 1, epoch: 18/30, loss: 1.9576, acc: 0.9137
(TESTING) task: 1, epoch: 18/30, loss: 1.9556, acc: 0.9142
(TESTING) task: 1, epoch: 18/30, loss: 1.9565, acc: 0.9134
(TESTING) task: 1, epoch: 18/30, loss: 1.9560, acc: 0.9097
(TESTING) task: 1, epoch: 18/30, loss: 1.9563, acc: 0.9090
(TESTING) task: 1, epoch: 18/30, loss: 1.9548, acc: 0.9096
(TESTING) task: 1, epoch: 18/30, loss: 1.9545, acc: 0.9102
(TESTING) task: 1, epoch: 18/30, loss: 1.9557, acc: 0.9120
(TESTING) task: 1, epoch: 18/30, loss: 1.9564, acc: 0.9100
(TESTING) task: 1, epoch: 18/30, loss: 1.9570, acc: 0.9118
(TESTING) task: 1, epoch: 18/30, loss: 1.9557, acc: 0.9135
(TESTING) task: 1, epoch: 18/30, loss: 1.9570, acc: 0.9139
(TESTING) task: 1, epoch: 18/30, loss: 1.9576, acc: 0.9144
(TESTING) task: 1, epoch: 18/30, loss: 1.9567, acc: 0.9159
(TESTING) task: 1, epoch: 18/30, loss: 1.9579, acc: 0.9152
(TESTING) task: 1, epoch: 18/30, loss: 1.9577, acc: 0.9145
(TESTING) task: 1, epoch: 18/30, loss: 1.9576, acc: 0.9149
(TESTING) task: 1, epoch: 18/30, loss: 1.9576, acc: 0.9153
(TESTING) task: 1, epoch: 18/30, loss: 1.9580, acc: 0.9146
(TESTING) task: 1, epoch: 18/30, loss: 1.9578, acc: 0.9160
(TESTING) task: 1, epoch: 18/30, loss: 1.9580, acc: 0.9153
(TESTING) task: 1, epoch: 18/30, loss: 1.9560, acc: 0.9167
(TRAINING) task: 1, epoch: 19/30, loss: 1.9458, acc: 0.9141
(TRAINING) task: 1, epoch: 19/30, loss: 1.9447, acc: 0.9219
(TRAINING) task: 1, epoch: 19/30, loss: 1.9465, acc: 0.9141
(TRAINING) task: 1, epoch: 19/30, loss: 1.9481, acc: 0.9102
(TRAINING) task: 1, epoch: 19/30, loss: 1.9490, acc: 0.9102
(TRAINING) task: 1, epoch: 19/30, loss: 1.9476, acc: 0.9115
(TRAINING) task: 1, epoch: 19/30, loss: 1.9453, acc: 0.9157
(TRAINING) task: 1, epoch: 19/30, loss: 1.9450, acc: 0.9175
(TRAINING) task: 1, epoch: 19/30, loss: 1.9470, acc: 0.9214
(TRAINING) task: 1, epoch: 19/30, loss: 1.9485, acc: 0.9180
(TRAINING) task: 1, epoch: 19/30, loss: 1.9481, acc: 0.9176
(TRAINING) task: 1, epoch: 19/30, loss: 1.9485, acc: 0.9160
(TRAINING) task: 1, epoch: 19/30, loss: 1.9471, acc: 0.9174
(TRAINING) task: 1, epoch: 19/30, loss: 1.9467, acc: 0.9182
(TRAINING) task: 1, epoch: 19/30, loss: 1.9462, acc: 0.9180
(TRAINING) task: 1, epoch: 19/30, loss: 1.9446, acc: 0.9194
(TRAINING) task: 1, epoch: 19/30, loss: 1.9446, acc: 0.9189
(TRAINING) task: 1, epoch: 19/30, loss: 1.9442, acc: 0.9204
(TRAINING) task: 1, epoch: 19/30, loss: 1.9433, acc: 0.9221
(TRAINING) task: 1, epoch: 19/30, loss: 1.9431, acc: 0.9223
(TESTING) task: 1, epoch: 19/30, loss: 1.9382, acc: 0.9375
(TESTING) task: 1, epoch: 19/30, loss: 1.9832, acc: 0.9062
(TESTING) task: 1, epoch: 19/30, loss: 1.9846, acc: 0.9167
(TESTING) task: 1, epoch: 19/30, loss: 1.9848, acc: 0.9062
(TESTING) task: 1, epoch: 19/30, loss: 1.9670, acc: 0.9000
(TESTING) task: 1, epoch: 19/30, loss: 1.9610, acc: 0.9062
(TESTING) task: 1, epoch: 19/30, loss: 1.9518, acc: 0.9196
(TESTING) task: 1, epoch: 19/30, loss: 1.9499, acc: 0.9062
(TESTING) task: 1, epoch: 19/30, loss: 1.9496, acc: 0.9097
(TESTING) task: 1, epoch: 19/30, loss: 1.9459, acc: 0.9187
(TESTING) task: 1, epoch: 19/30, loss: 1.9404, acc: 0.9261
(TESTING) task: 1, epoch: 19/30, loss: 1.9457, acc: 0.9323
(TESTING) task: 1, epoch: 19/30, loss: 1.9461, acc: 0.9279
(TESTING) task: 1, epoch: 19/30, loss: 1.9404, acc: 0.9330
(TESTING) task: 1, epoch: 19/30, loss: 1.9341, acc: 0.9375
(TESTING) task: 1, epoch: 19/30, loss: 1.9352, acc: 0.9414
(TESTING) task: 1, epoch: 19/30, loss: 1.9327, acc: 0.9449
(TESTING) task: 1, epoch: 19/30, loss: 1.9343, acc: 0.9375
(TESTING) task: 1, epoch: 19/30, loss: 1.9338, acc: 0.9342
(TESTING) task: 1, epoch: 19/30, loss: 1.9337, acc: 0.9375
(TESTING) task: 1, epoch: 19/30, loss: 1.9358, acc: 0.9345
(TESTING) task: 1, epoch: 19/30, loss: 1.9362, acc: 0.9290
(TESTING) task: 1, epoch: 19/30, loss: 1.9378, acc: 0.9266
(TESTING) task: 1, epoch: 19/30, loss: 1.9391, acc: 0.9219
(TESTING) task: 1, epoch: 19/30, loss: 1.9394, acc: 0.9225
(TESTING) task: 1, epoch: 19/30, loss: 1.9377, acc: 0.9255
(TESTING) task: 1, epoch: 19/30, loss: 1.9383, acc: 0.9282
(TESTING) task: 1, epoch: 19/30, loss: 1.9394, acc: 0.9263
(TESTING) task: 1, epoch: 19/30, loss: 1.9372, acc: 0.9289
(TESTING) task: 1, epoch: 19/30, loss: 1.9386, acc: 0.9292
(TESTING) task: 1, epoch: 19/30, loss: 1.9381, acc: 0.9294
(TESTING) task: 1, epoch: 19/30, loss: 1.9390, acc: 0.9297
(TESTING) task: 1, epoch: 19/30, loss: 1.9385, acc: 0.9318
(TESTING) task: 1, epoch: 19/30, loss: 1.9370, acc: 0.9301
(TESTING) task: 1, epoch: 19/30, loss: 1.9396, acc: 0.9268
(TESTING) task: 1, epoch: 19/30, loss: 1.9391, acc: 0.9236
(TESTING) task: 1, epoch: 19/30, loss: 1.9390, acc: 0.9223
(TESTING) task: 1, epoch: 19/30, loss: 1.9375, acc: 0.9227
(TESTING) task: 1, epoch: 19/30, loss: 1.9367, acc: 0.9231
(TESTING) task: 1, epoch: 19/30, loss: 1.9384, acc: 0.9203
(TESTING) task: 1, epoch: 19/30, loss: 1.9390, acc: 0.9207
(TESTING) task: 1, epoch: 19/30, loss: 1.9401, acc: 0.9211
(TESTING) task: 1, epoch: 19/30, loss: 1.9389, acc: 0.9215
(TESTING) task: 1, epoch: 19/30, loss: 1.9386, acc: 0.9233
(TESTING) task: 1, epoch: 19/30, loss: 1.9374, acc: 0.9236
(TESTING) task: 1, epoch: 19/30, loss: 1.9362, acc: 0.9239
(TESTING) task: 1, epoch: 19/30, loss: 1.9371, acc: 0.9242
(TESTING) task: 1, epoch: 19/30, loss: 1.9385, acc: 0.9219
(TESTING) task: 1, epoch: 19/30, loss: 1.9377, acc: 0.9222
(TESTING) task: 1, epoch: 19/30, loss: 1.9399, acc: 0.9213
(TESTING) task: 1, epoch: 19/30, loss: 1.9417, acc: 0.9191
(TESTING) task: 1, epoch: 19/30, loss: 1.9412, acc: 0.9207
(TESTING) task: 1, epoch: 19/30, loss: 1.9418, acc: 0.9198
(TESTING) task: 1, epoch: 19/30, loss: 1.9410, acc: 0.9213
(TESTING) task: 1, epoch: 19/30, loss: 1.9399, acc: 0.9216
(TESTING) task: 1, epoch: 19/30, loss: 1.9384, acc: 0.9219
(TESTING) task: 1, epoch: 19/30, loss: 1.9383, acc: 0.9211
(TESTING) task: 1, epoch: 19/30, loss: 1.9391, acc: 0.9224
(TESTING) task: 1, epoch: 19/30, loss: 1.9404, acc: 0.9206
(TESTING) task: 1, epoch: 19/30, loss: 1.9404, acc: 0.9198
(TESTING) task: 1, epoch: 19/30, loss: 1.9395, acc: 0.9211
(TESTING) task: 1, epoch: 19/30, loss: 1.9401, acc: 0.9204
(TESTING) task: 1, epoch: 19/30, loss: 1.9408, acc: 0.9216
(TRAINING) task: 1, epoch: 20/30, loss: 1.9322, acc: 0.9219
(TRAINING) task: 1, epoch: 20/30, loss: 1.9365, acc: 0.9355
(TRAINING) task: 1, epoch: 20/30, loss: 1.9348, acc: 0.9375
(TRAINING) task: 1, epoch: 20/30, loss: 1.9298, acc: 0.9404
(TRAINING) task: 1, epoch: 20/30, loss: 1.9263, acc: 0.9437
(TRAINING) task: 1, epoch: 20/30, loss: 1.9259, acc: 0.9375
(TRAINING) task: 1, epoch: 20/30, loss: 1.9277, acc: 0.9353
(TRAINING) task: 1, epoch: 20/30, loss: 1.9253, acc: 0.9331
(TRAINING) task: 1, epoch: 20/30, loss: 1.9266, acc: 0.9314
(TRAINING) task: 1, epoch: 20/30, loss: 1.9266, acc: 0.9332
(TRAINING) task: 1, epoch: 20/30, loss: 1.9263, acc: 0.9343
(TRAINING) task: 1, epoch: 20/30, loss: 1.9264, acc: 0.9336
(TRAINING) task: 1, epoch: 20/30, loss: 1.9264, acc: 0.9336
(TRAINING) task: 1, epoch: 20/30, loss: 1.9243, acc: 0.9350
(TRAINING) task: 1, epoch: 20/30, loss: 1.9244, acc: 0.9339
(TRAINING) task: 1, epoch: 20/30, loss: 1.9244, acc: 0.9331
(TRAINING) task: 1, epoch: 20/30, loss: 1.9245, acc: 0.9329
(TRAINING) task: 1, epoch: 20/30, loss: 1.9244, acc: 0.9323
(TRAINING) task: 1, epoch: 20/30, loss: 1.9247, acc: 0.9326
(TRAINING) task: 1, epoch: 20/30, loss: 1.9233, acc: 0.9334
(TESTING) task: 1, epoch: 20/30, loss: 1.9085, acc: 0.9375
(TESTING) task: 1, epoch: 20/30, loss: 1.8928, acc: 0.9688
(TESTING) task: 1, epoch: 20/30, loss: 1.8892, acc: 0.9583
(TESTING) task: 1, epoch: 20/30, loss: 1.8969, acc: 0.9375
(TESTING) task: 1, epoch: 20/30, loss: 1.9060, acc: 0.9375
(TESTING) task: 1, epoch: 20/30, loss: 1.8993, acc: 0.9375
(TESTING) task: 1, epoch: 20/30, loss: 1.9020, acc: 0.9286
(TESTING) task: 1, epoch: 20/30, loss: 1.9064, acc: 0.9375
(TESTING) task: 1, epoch: 20/30, loss: 1.9073, acc: 0.9375
(TESTING) task: 1, epoch: 20/30, loss: 1.9134, acc: 0.9250
(TESTING) task: 1, epoch: 20/30, loss: 1.9140, acc: 0.9261
(TESTING) task: 1, epoch: 20/30, loss: 1.9170, acc: 0.9271
(TESTING) task: 1, epoch: 20/30, loss: 1.9097, acc: 0.9327
(TESTING) task: 1, epoch: 20/30, loss: 1.9107, acc: 0.9330
(TESTING) task: 1, epoch: 20/30, loss: 1.9148, acc: 0.9292
(TESTING) task: 1, epoch: 20/30, loss: 1.9108, acc: 0.9336
(TESTING) task: 1, epoch: 20/30, loss: 1.9132, acc: 0.9338
(TESTING) task: 1, epoch: 20/30, loss: 1.9135, acc: 0.9340
(TESTING) task: 1, epoch: 20/30, loss: 1.9150, acc: 0.9342
(TESTING) task: 1, epoch: 20/30, loss: 1.9137, acc: 0.9344
(TESTING) task: 1, epoch: 20/30, loss: 1.9115, acc: 0.9345
(TESTING) task: 1, epoch: 20/30, loss: 1.9109, acc: 0.9347
(TESTING) task: 1, epoch: 20/30, loss: 1.9135, acc: 0.9375
(TESTING) task: 1, epoch: 20/30, loss: 1.9126, acc: 0.9375
(TESTING) task: 1, epoch: 20/30, loss: 1.9196, acc: 0.9250
(TESTING) task: 1, epoch: 20/30, loss: 1.9240, acc: 0.9183
(TESTING) task: 1, epoch: 20/30, loss: 1.9252, acc: 0.9190
(TESTING) task: 1, epoch: 20/30, loss: 1.9255, acc: 0.9196
(TESTING) task: 1, epoch: 20/30, loss: 1.9222, acc: 0.9203
(TESTING) task: 1, epoch: 20/30, loss: 1.9245, acc: 0.9187
(TESTING) task: 1, epoch: 20/30, loss: 1.9262, acc: 0.9194
(TESTING) task: 1, epoch: 20/30, loss: 1.9269, acc: 0.9219
(TESTING) task: 1, epoch: 20/30, loss: 1.9260, acc: 0.9205
(TESTING) task: 1, epoch: 20/30, loss: 1.9273, acc: 0.9228
(TESTING) task: 1, epoch: 20/30, loss: 1.9258, acc: 0.9232
(TESTING) task: 1, epoch: 20/30, loss: 1.9259, acc: 0.9236
(TESTING) task: 1, epoch: 20/30, loss: 1.9248, acc: 0.9240
(TESTING) task: 1, epoch: 20/30, loss: 1.9257, acc: 0.9211
(TESTING) task: 1, epoch: 20/30, loss: 1.9248, acc: 0.9215
(TESTING) task: 1, epoch: 20/30, loss: 1.9248, acc: 0.9219
(TESTING) task: 1, epoch: 20/30, loss: 1.9244, acc: 0.9223
(TESTING) task: 1, epoch: 20/30, loss: 1.9245, acc: 0.9241
(TESTING) task: 1, epoch: 20/30, loss: 1.9235, acc: 0.9244
(TESTING) task: 1, epoch: 20/30, loss: 1.9225, acc: 0.9247
(TESTING) task: 1, epoch: 20/30, loss: 1.9240, acc: 0.9264
(TESTING) task: 1, epoch: 20/30, loss: 1.9233, acc: 0.9280
(TESTING) task: 1, epoch: 20/30, loss: 1.9225, acc: 0.9295
(TESTING) task: 1, epoch: 20/30, loss: 1.9213, acc: 0.9310
(TESTING) task: 1, epoch: 20/30, loss: 1.9215, acc: 0.9311
(TESTING) task: 1, epoch: 20/30, loss: 1.9226, acc: 0.9325
(TESTING) task: 1, epoch: 20/30, loss: 1.9239, acc: 0.9301
(TESTING) task: 1, epoch: 20/30, loss: 1.9226, acc: 0.9303
(TESTING) task: 1, epoch: 20/30, loss: 1.9230, acc: 0.9281
(TESTING) task: 1, epoch: 20/30, loss: 1.9231, acc: 0.9282
(TESTING) task: 1, epoch: 20/30, loss: 1.9235, acc: 0.9284
(TESTING) task: 1, epoch: 20/30, loss: 1.9228, acc: 0.9286
(TESTING) task: 1, epoch: 20/30, loss: 1.9217, acc: 0.9298
(TESTING) task: 1, epoch: 20/30, loss: 1.9220, acc: 0.9289
(TESTING) task: 1, epoch: 20/30, loss: 1.9233, acc: 0.9290
(TESTING) task: 1, epoch: 20/30, loss: 1.9224, acc: 0.9302
(TESTING) task: 1, epoch: 20/30, loss: 1.9232, acc: 0.9303
(TESTING) task: 1, epoch: 20/30, loss: 1.9220, acc: 0.9304
(TESTING) task: 1, epoch: 20/30, loss: 1.9232, acc: 0.9276
(TRAINING) task: 1, epoch: 21/30, loss: 1.8924, acc: 0.9570
(TRAINING) task: 1, epoch: 21/30, loss: 1.9045, acc: 0.9395
(TRAINING) task: 1, epoch: 21/30, loss: 1.9054, acc: 0.9479
(TRAINING) task: 1, epoch: 21/30, loss: 1.9090, acc: 0.9521
(TRAINING) task: 1, epoch: 21/30, loss: 1.9096, acc: 0.9523
(TRAINING) task: 1, epoch: 21/30, loss: 1.9081, acc: 0.9518
(TRAINING) task: 1, epoch: 21/30, loss: 1.9093, acc: 0.9487
(TRAINING) task: 1, epoch: 21/30, loss: 1.9087, acc: 0.9497
(TRAINING) task: 1, epoch: 21/30, loss: 1.9083, acc: 0.9484
(TRAINING) task: 1, epoch: 21/30, loss: 1.9083, acc: 0.9484
(TRAINING) task: 1, epoch: 21/30, loss: 1.9072, acc: 0.9464
(TRAINING) task: 1, epoch: 21/30, loss: 1.9067, acc: 0.9447
(TRAINING) task: 1, epoch: 21/30, loss: 1.9076, acc: 0.9450
(TRAINING) task: 1, epoch: 21/30, loss: 1.9086, acc: 0.9428
(TRAINING) task: 1, epoch: 21/30, loss: 1.9092, acc: 0.9422
(TRAINING) task: 1, epoch: 21/30, loss: 1.9086, acc: 0.9426
(TRAINING) task: 1, epoch: 21/30, loss: 1.9080, acc: 0.9421
(TRAINING) task: 1, epoch: 21/30, loss: 1.9072, acc: 0.9425
(TRAINING) task: 1, epoch: 21/30, loss: 1.9071, acc: 0.9431
(TRAINING) task: 1, epoch: 21/30, loss: 1.9074, acc: 0.9441
(TESTING) task: 1, epoch: 21/30, loss: 1.8888, acc: 1.0000
(TESTING) task: 1, epoch: 21/30, loss: 1.9347, acc: 0.9062
(TESTING) task: 1, epoch: 21/30, loss: 1.9425, acc: 0.8750
(TESTING) task: 1, epoch: 21/30, loss: 1.9324, acc: 0.9062
(TESTING) task: 1, epoch: 21/30, loss: 1.9487, acc: 0.8750
(TESTING) task: 1, epoch: 21/30, loss: 1.9287, acc: 0.8958
(TESTING) task: 1, epoch: 21/30, loss: 1.9293, acc: 0.9018
(TESTING) task: 1, epoch: 21/30, loss: 1.9300, acc: 0.9062
(TESTING) task: 1, epoch: 21/30, loss: 1.9252, acc: 0.9097
(TESTING) task: 1, epoch: 21/30, loss: 1.9343, acc: 0.9000
(TESTING) task: 1, epoch: 21/30, loss: 1.9399, acc: 0.8977
(TESTING) task: 1, epoch: 21/30, loss: 1.9384, acc: 0.9010
(TESTING) task: 1, epoch: 21/30, loss: 1.9407, acc: 0.8942
(TESTING) task: 1, epoch: 21/30, loss: 1.9374, acc: 0.9018
(TESTING) task: 1, epoch: 21/30, loss: 1.9288, acc: 0.9083
(TESTING) task: 1, epoch: 21/30, loss: 1.9293, acc: 0.9102
(TESTING) task: 1, epoch: 21/30, loss: 1.9256, acc: 0.9154
(TESTING) task: 1, epoch: 21/30, loss: 1.9258, acc: 0.9132
(TESTING) task: 1, epoch: 21/30, loss: 1.9245, acc: 0.9178
(TESTING) task: 1, epoch: 21/30, loss: 1.9254, acc: 0.9187
(TESTING) task: 1, epoch: 21/30, loss: 1.9282, acc: 0.9196
(TESTING) task: 1, epoch: 21/30, loss: 1.9261, acc: 0.9205
(TESTING) task: 1, epoch: 21/30, loss: 1.9220, acc: 0.9239
(TESTING) task: 1, epoch: 21/30, loss: 1.9197, acc: 0.9245
(TESTING) task: 1, epoch: 21/30, loss: 1.9146, acc: 0.9275
(TESTING) task: 1, epoch: 21/30, loss: 1.9154, acc: 0.9231
(TESTING) task: 1, epoch: 21/30, loss: 1.9144, acc: 0.9213
(TESTING) task: 1, epoch: 21/30, loss: 1.9150, acc: 0.9219
(TESTING) task: 1, epoch: 21/30, loss: 1.9142, acc: 0.9224
(TESTING) task: 1, epoch: 21/30, loss: 1.9111, acc: 0.9250
(TESTING) task: 1, epoch: 21/30, loss: 1.9104, acc: 0.9254
(TESTING) task: 1, epoch: 21/30, loss: 1.9105, acc: 0.9258
(TESTING) task: 1, epoch: 21/30, loss: 1.9102, acc: 0.9280
(TESTING) task: 1, epoch: 21/30, loss: 1.9132, acc: 0.9246
(TESTING) task: 1, epoch: 21/30, loss: 1.9152, acc: 0.9250
(TESTING) task: 1, epoch: 21/30, loss: 1.9143, acc: 0.9253
(TESTING) task: 1, epoch: 21/30, loss: 1.9153, acc: 0.9274
(TESTING) task: 1, epoch: 21/30, loss: 1.9147, acc: 0.9293
(TESTING) task: 1, epoch: 21/30, loss: 1.9140, acc: 0.9279
(TESTING) task: 1, epoch: 21/30, loss: 1.9140, acc: 0.9281
(TESTING) task: 1, epoch: 21/30, loss: 1.9139, acc: 0.9284
(TESTING) task: 1, epoch: 21/30, loss: 1.9141, acc: 0.9271
(TESTING) task: 1, epoch: 21/30, loss: 1.9140, acc: 0.9273
(TESTING) task: 1, epoch: 21/30, loss: 1.9112, acc: 0.9261
(TESTING) task: 1, epoch: 21/30, loss: 1.9131, acc: 0.9264
(TESTING) task: 1, epoch: 21/30, loss: 1.9139, acc: 0.9266
(TESTING) task: 1, epoch: 21/30, loss: 1.9131, acc: 0.9269
(TESTING) task: 1, epoch: 21/30, loss: 1.9138, acc: 0.9258
(TESTING) task: 1, epoch: 21/30, loss: 1.9130, acc: 0.9260
(TESTING) task: 1, epoch: 21/30, loss: 1.9141, acc: 0.9250
(TESTING) task: 1, epoch: 21/30, loss: 1.9139, acc: 0.9252
(TESTING) task: 1, epoch: 21/30, loss: 1.9142, acc: 0.9243
(TESTING) task: 1, epoch: 21/30, loss: 1.9149, acc: 0.9257
(TESTING) task: 1, epoch: 21/30, loss: 1.9153, acc: 0.9271
(TESTING) task: 1, epoch: 21/30, loss: 1.9141, acc: 0.9284
(TESTING) task: 1, epoch: 21/30, loss: 1.9131, acc: 0.9297
(TESTING) task: 1, epoch: 21/30, loss: 1.9127, acc: 0.9298
(TESTING) task: 1, epoch: 21/30, loss: 1.9136, acc: 0.9278
(TESTING) task: 1, epoch: 21/30, loss: 1.9132, acc: 0.9269
(TESTING) task: 1, epoch: 21/30, loss: 1.9107, acc: 0.9281
(TESTING) task: 1, epoch: 21/30, loss: 1.9123, acc: 0.9262
(TESTING) task: 1, epoch: 21/30, loss: 1.9127, acc: 0.9254
(TESTING) task: 1, epoch: 21/30, loss: 1.9138, acc: 0.9246
(TRAINING) task: 1, epoch: 22/30, loss: 1.9010, acc: 0.9414
(TRAINING) task: 1, epoch: 22/30, loss: 1.8997, acc: 0.9531
(TRAINING) task: 1, epoch: 22/30, loss: 1.9035, acc: 0.9401
(TRAINING) task: 1, epoch: 22/30, loss: 1.9038, acc: 0.9404
(TRAINING) task: 1, epoch: 22/30, loss: 1.9053, acc: 0.9406
(TRAINING) task: 1, epoch: 22/30, loss: 1.9030, acc: 0.9401
(TRAINING) task: 1, epoch: 22/30, loss: 1.9024, acc: 0.9386
(TRAINING) task: 1, epoch: 22/30, loss: 1.9018, acc: 0.9395
(TRAINING) task: 1, epoch: 22/30, loss: 1.9018, acc: 0.9410
(TRAINING) task: 1, epoch: 22/30, loss: 1.9016, acc: 0.9410
(TRAINING) task: 1, epoch: 22/30, loss: 1.9013, acc: 0.9403
(TRAINING) task: 1, epoch: 22/30, loss: 1.8983, acc: 0.9417
(TRAINING) task: 1, epoch: 22/30, loss: 1.8999, acc: 0.9390
(TRAINING) task: 1, epoch: 22/30, loss: 1.9003, acc: 0.9378
(TRAINING) task: 1, epoch: 22/30, loss: 1.8993, acc: 0.9375
(TRAINING) task: 1, epoch: 22/30, loss: 1.8994, acc: 0.9377
(TRAINING) task: 1, epoch: 22/30, loss: 1.8985, acc: 0.9384
(TRAINING) task: 1, epoch: 22/30, loss: 1.8979, acc: 0.9390
(TRAINING) task: 1, epoch: 22/30, loss: 1.8977, acc: 0.9396
(TRAINING) task: 1, epoch: 22/30, loss: 1.8962, acc: 0.9400
(TESTING) task: 1, epoch: 22/30, loss: 1.9289, acc: 0.8125
(TESTING) task: 1, epoch: 22/30, loss: 1.9497, acc: 0.9062
(TESTING) task: 1, epoch: 22/30, loss: 1.9334, acc: 0.9167
(TESTING) task: 1, epoch: 22/30, loss: 1.9214, acc: 0.9375
(TESTING) task: 1, epoch: 22/30, loss: 1.9260, acc: 0.9375
(TESTING) task: 1, epoch: 22/30, loss: 1.9302, acc: 0.9271
(TESTING) task: 1, epoch: 22/30, loss: 1.9192, acc: 0.9286
(TESTING) task: 1, epoch: 22/30, loss: 1.9069, acc: 0.9375
(TESTING) task: 1, epoch: 22/30, loss: 1.9093, acc: 0.9375
(TESTING) task: 1, epoch: 22/30, loss: 1.8971, acc: 0.9375
(TESTING) task: 1, epoch: 22/30, loss: 1.8995, acc: 0.9432
(TESTING) task: 1, epoch: 22/30, loss: 1.8995, acc: 0.9479
(TESTING) task: 1, epoch: 22/30, loss: 1.9030, acc: 0.9327
(TESTING) task: 1, epoch: 22/30, loss: 1.9082, acc: 0.9330
(TESTING) task: 1, epoch: 22/30, loss: 1.9085, acc: 0.9250
(TESTING) task: 1, epoch: 22/30, loss: 1.9055, acc: 0.9258
(TESTING) task: 1, epoch: 22/30, loss: 1.9020, acc: 0.9265
(TESTING) task: 1, epoch: 22/30, loss: 1.8994, acc: 0.9306
(TESTING) task: 1, epoch: 22/30, loss: 1.9039, acc: 0.9309
(TESTING) task: 1, epoch: 22/30, loss: 1.9062, acc: 0.9344
(TESTING) task: 1, epoch: 22/30, loss: 1.9124, acc: 0.9315
(TESTING) task: 1, epoch: 22/30, loss: 1.9103, acc: 0.9290
(TESTING) task: 1, epoch: 22/30, loss: 1.9077, acc: 0.9321
(TESTING) task: 1, epoch: 22/30, loss: 1.9044, acc: 0.9323
(TESTING) task: 1, epoch: 22/30, loss: 1.9032, acc: 0.9300
(TESTING) task: 1, epoch: 22/30, loss: 1.9025, acc: 0.9303
(TESTING) task: 1, epoch: 22/30, loss: 1.9042, acc: 0.9306
(TESTING) task: 1, epoch: 22/30, loss: 1.9040, acc: 0.9308
(TESTING) task: 1, epoch: 22/30, loss: 1.9050, acc: 0.9289
(TESTING) task: 1, epoch: 22/30, loss: 1.9049, acc: 0.9292
(TESTING) task: 1, epoch: 22/30, loss: 1.9043, acc: 0.9294
(TESTING) task: 1, epoch: 22/30, loss: 1.9050, acc: 0.9297
(TESTING) task: 1, epoch: 22/30, loss: 1.9049, acc: 0.9299
(TESTING) task: 1, epoch: 22/30, loss: 1.9042, acc: 0.9283
(TESTING) task: 1, epoch: 22/30, loss: 1.9056, acc: 0.9268
(TESTING) task: 1, epoch: 22/30, loss: 1.9032, acc: 0.9288
(TESTING) task: 1, epoch: 22/30, loss: 1.9048, acc: 0.9274
(TESTING) task: 1, epoch: 22/30, loss: 1.9036, acc: 0.9293
(TESTING) task: 1, epoch: 22/30, loss: 1.9039, acc: 0.9295
(TESTING) task: 1, epoch: 22/30, loss: 1.9039, acc: 0.9313
(TESTING) task: 1, epoch: 22/30, loss: 1.9021, acc: 0.9299
(TESTING) task: 1, epoch: 22/30, loss: 1.9024, acc: 0.9301
(TESTING) task: 1, epoch: 22/30, loss: 1.9040, acc: 0.9259
(TESTING) task: 1, epoch: 22/30, loss: 1.9039, acc: 0.9247
(TESTING) task: 1, epoch: 22/30, loss: 1.9060, acc: 0.9222
(TESTING) task: 1, epoch: 22/30, loss: 1.9046, acc: 0.9226
(TESTING) task: 1, epoch: 22/30, loss: 1.9038, acc: 0.9229
(TESTING) task: 1, epoch: 22/30, loss: 1.9037, acc: 0.9219
(TESTING) task: 1, epoch: 22/30, loss: 1.9030, acc: 0.9222
(TESTING) task: 1, epoch: 22/30, loss: 1.9042, acc: 0.9213
(TESTING) task: 1, epoch: 22/30, loss: 1.9045, acc: 0.9203
(TESTING) task: 1, epoch: 22/30, loss: 1.9030, acc: 0.9219
(TESTING) task: 1, epoch: 22/30, loss: 1.9017, acc: 0.9222
(TESTING) task: 1, epoch: 22/30, loss: 1.9020, acc: 0.9236
(TESTING) task: 1, epoch: 22/30, loss: 1.9031, acc: 0.9250
(TESTING) task: 1, epoch: 22/30, loss: 1.9024, acc: 0.9252
(TESTING) task: 1, epoch: 22/30, loss: 1.9009, acc: 0.9254
(TESTING) task: 1, epoch: 22/30, loss: 1.9018, acc: 0.9267
(TESTING) task: 1, epoch: 22/30, loss: 1.9016, acc: 0.9258
(TESTING) task: 1, epoch: 22/30, loss: 1.9015, acc: 0.9271
(TESTING) task: 1, epoch: 22/30, loss: 1.9024, acc: 0.9262
(TESTING) task: 1, epoch: 22/30, loss: 1.9013, acc: 0.9274
(TESTING) task: 1, epoch: 22/30, loss: 1.9014, acc: 0.9266
(TRAINING) task: 1, epoch: 23/30, loss: 1.8877, acc: 0.9531
(TRAINING) task: 1, epoch: 23/30, loss: 1.8928, acc: 0.9551
(TRAINING) task: 1, epoch: 23/30, loss: 1.8950, acc: 0.9427
(TRAINING) task: 1, epoch: 23/30, loss: 1.8909, acc: 0.9404
(TRAINING) task: 1, epoch: 23/30, loss: 1.8894, acc: 0.9437
(TRAINING) task: 1, epoch: 23/30, loss: 1.8863, acc: 0.9460
(TRAINING) task: 1, epoch: 23/30, loss: 1.8844, acc: 0.9459
(TRAINING) task: 1, epoch: 23/30, loss: 1.8857, acc: 0.9463
(TRAINING) task: 1, epoch: 23/30, loss: 1.8861, acc: 0.9470
(TRAINING) task: 1, epoch: 23/30, loss: 1.8855, acc: 0.9445
(TRAINING) task: 1, epoch: 23/30, loss: 1.8852, acc: 0.9435
(TRAINING) task: 1, epoch: 23/30, loss: 1.8854, acc: 0.9437
(TRAINING) task: 1, epoch: 23/30, loss: 1.8843, acc: 0.9435
(TRAINING) task: 1, epoch: 23/30, loss: 1.8838, acc: 0.9439
(TRAINING) task: 1, epoch: 23/30, loss: 1.8830, acc: 0.9445
(TRAINING) task: 1, epoch: 23/30, loss: 1.8835, acc: 0.9453
(TRAINING) task: 1, epoch: 23/30, loss: 1.8826, acc: 0.9458
(TRAINING) task: 1, epoch: 23/30, loss: 1.8822, acc: 0.9470
(TRAINING) task: 1, epoch: 23/30, loss: 1.8828, acc: 0.9470
(TRAINING) task: 1, epoch: 23/30, loss: 1.8839, acc: 0.9452
(TESTING) task: 1, epoch: 23/30, loss: 1.8993, acc: 0.8750
(TESTING) task: 1, epoch: 23/30, loss: 1.8836, acc: 0.9375
(TESTING) task: 1, epoch: 23/30, loss: 1.8683, acc: 0.9583
(TESTING) task: 1, epoch: 23/30, loss: 1.8611, acc: 0.9531
(TESTING) task: 1, epoch: 23/30, loss: 1.8581, acc: 0.9500
(TESTING) task: 1, epoch: 23/30, loss: 1.8739, acc: 0.9583
(TESTING) task: 1, epoch: 23/30, loss: 1.8791, acc: 0.9554
(TESTING) task: 1, epoch: 23/30, loss: 1.8839, acc: 0.9609
(TESTING) task: 1, epoch: 23/30, loss: 1.8844, acc: 0.9583
(TESTING) task: 1, epoch: 23/30, loss: 1.8890, acc: 0.9625
(TESTING) task: 1, epoch: 23/30, loss: 1.8940, acc: 0.9545
(TESTING) task: 1, epoch: 23/30, loss: 1.8947, acc: 0.9479
(TESTING) task: 1, epoch: 23/30, loss: 1.8936, acc: 0.9471
(TESTING) task: 1, epoch: 23/30, loss: 1.8900, acc: 0.9464
(TESTING) task: 1, epoch: 23/30, loss: 1.8877, acc: 0.9500
(TESTING) task: 1, epoch: 23/30, loss: 1.8923, acc: 0.9453
(TESTING) task: 1, epoch: 23/30, loss: 1.8946, acc: 0.9375
(TESTING) task: 1, epoch: 23/30, loss: 1.8951, acc: 0.9375
(TESTING) task: 1, epoch: 23/30, loss: 1.8964, acc: 0.9375
(TESTING) task: 1, epoch: 23/30, loss: 1.8939, acc: 0.9406
(TESTING) task: 1, epoch: 23/30, loss: 1.8916, acc: 0.9345
(TESTING) task: 1, epoch: 23/30, loss: 1.8949, acc: 0.9375
(TESTING) task: 1, epoch: 23/30, loss: 1.8935, acc: 0.9375
(TESTING) task: 1, epoch: 23/30, loss: 1.8940, acc: 0.9349
(TESTING) task: 1, epoch: 23/30, loss: 1.8928, acc: 0.9350
(TESTING) task: 1, epoch: 23/30, loss: 1.8932, acc: 0.9351
(TESTING) task: 1, epoch: 23/30, loss: 1.8936, acc: 0.9306
(TESTING) task: 1, epoch: 23/30, loss: 1.8958, acc: 0.9263
(TESTING) task: 1, epoch: 23/30, loss: 1.8952, acc: 0.9289
(TESTING) task: 1, epoch: 23/30, loss: 1.8958, acc: 0.9313
(TESTING) task: 1, epoch: 23/30, loss: 1.8972, acc: 0.9315
(TESTING) task: 1, epoch: 23/30, loss: 1.8957, acc: 0.9316
(TESTING) task: 1, epoch: 23/30, loss: 1.8981, acc: 0.9318
(TESTING) task: 1, epoch: 23/30, loss: 1.8965, acc: 0.9338
(TESTING) task: 1, epoch: 23/30, loss: 1.8963, acc: 0.9339
(TESTING) task: 1, epoch: 23/30, loss: 1.8962, acc: 0.9323
(TESTING) task: 1, epoch: 23/30, loss: 1.8961, acc: 0.9341
(TESTING) task: 1, epoch: 23/30, loss: 1.8944, acc: 0.9359
(TESTING) task: 1, epoch: 23/30, loss: 1.8956, acc: 0.9327
(TESTING) task: 1, epoch: 23/30, loss: 1.8968, acc: 0.9297
(TESTING) task: 1, epoch: 23/30, loss: 1.8938, acc: 0.9314
(TESTING) task: 1, epoch: 23/30, loss: 1.8923, acc: 0.9315
(TESTING) task: 1, epoch: 23/30, loss: 1.8916, acc: 0.9317
(TESTING) task: 1, epoch: 23/30, loss: 1.8927, acc: 0.9332
(TESTING) task: 1, epoch: 23/30, loss: 1.8920, acc: 0.9347
(TESTING) task: 1, epoch: 23/30, loss: 1.8914, acc: 0.9348
(TESTING) task: 1, epoch: 23/30, loss: 1.8917, acc: 0.9348
(TESTING) task: 1, epoch: 23/30, loss: 1.8917, acc: 0.9362
(TESTING) task: 1, epoch: 23/30, loss: 1.8903, acc: 0.9362
(TESTING) task: 1, epoch: 23/30, loss: 1.8916, acc: 0.9350
(TESTING) task: 1, epoch: 23/30, loss: 1.8899, acc: 0.9363
(TESTING) task: 1, epoch: 23/30, loss: 1.8897, acc: 0.9351
(TESTING) task: 1, epoch: 23/30, loss: 1.8904, acc: 0.9340
(TESTING) task: 1, epoch: 23/30, loss: 1.8889, acc: 0.9340
(TESTING) task: 1, epoch: 23/30, loss: 1.8883, acc: 0.9341
(TESTING) task: 1, epoch: 23/30, loss: 1.8879, acc: 0.9342
(TESTING) task: 1, epoch: 23/30, loss: 1.8874, acc: 0.9353
(TESTING) task: 1, epoch: 23/30, loss: 1.8874, acc: 0.9364
(TESTING) task: 1, epoch: 23/30, loss: 1.8871, acc: 0.9364
(TESTING) task: 1, epoch: 23/30, loss: 1.8872, acc: 0.9354
(TESTING) task: 1, epoch: 23/30, loss: 1.8870, acc: 0.9355
(TESTING) task: 1, epoch: 23/30, loss: 1.8870, acc: 0.9355
(TESTING) task: 1, epoch: 23/30, loss: 1.8874, acc: 0.9365
(TRAINING) task: 1, epoch: 24/30, loss: 1.8816, acc: 0.9531
(TRAINING) task: 1, epoch: 24/30, loss: 1.8744, acc: 0.9609
(TRAINING) task: 1, epoch: 24/30, loss: 1.8695, acc: 0.9518
(TRAINING) task: 1, epoch: 24/30, loss: 1.8712, acc: 0.9512
(TRAINING) task: 1, epoch: 24/30, loss: 1.8684, acc: 0.9555
(TRAINING) task: 1, epoch: 24/30, loss: 1.8652, acc: 0.9551
(TRAINING) task: 1, epoch: 24/30, loss: 1.8664, acc: 0.9542
(TRAINING) task: 1, epoch: 24/30, loss: 1.8684, acc: 0.9531
(TRAINING) task: 1, epoch: 24/30, loss: 1.8690, acc: 0.9527
(TRAINING) task: 1, epoch: 24/30, loss: 1.8691, acc: 0.9531
(TRAINING) task: 1, epoch: 24/30, loss: 1.8715, acc: 0.9524
(TRAINING) task: 1, epoch: 24/30, loss: 1.8710, acc: 0.9518
(TRAINING) task: 1, epoch: 24/30, loss: 1.8720, acc: 0.9510
(TRAINING) task: 1, epoch: 24/30, loss: 1.8734, acc: 0.9498
(TRAINING) task: 1, epoch: 24/30, loss: 1.8733, acc: 0.9479
(TRAINING) task: 1, epoch: 24/30, loss: 1.8726, acc: 0.9475
(TRAINING) task: 1, epoch: 24/30, loss: 1.8719, acc: 0.9492
(TRAINING) task: 1, epoch: 24/30, loss: 1.8711, acc: 0.9497
(TRAINING) task: 1, epoch: 24/30, loss: 1.8711, acc: 0.9509
(TRAINING) task: 1, epoch: 24/30, loss: 1.8707, acc: 0.9522
(TESTING) task: 1, epoch: 24/30, loss: 1.8341, acc: 0.9375
(TESTING) task: 1, epoch: 24/30, loss: 1.8530, acc: 0.9375
(TESTING) task: 1, epoch: 24/30, loss: 1.8422, acc: 0.9375
(TESTING) task: 1, epoch: 24/30, loss: 1.8501, acc: 0.9219
(TESTING) task: 1, epoch: 24/30, loss: 1.8501, acc: 0.9250
(TESTING) task: 1, epoch: 24/30, loss: 1.8497, acc: 0.9271
(TESTING) task: 1, epoch: 24/30, loss: 1.8613, acc: 0.9286
(TESTING) task: 1, epoch: 24/30, loss: 1.8643, acc: 0.9219
(TESTING) task: 1, epoch: 24/30, loss: 1.8635, acc: 0.9236
(TESTING) task: 1, epoch: 24/30, loss: 1.8602, acc: 0.9313
(TESTING) task: 1, epoch: 24/30, loss: 1.8603, acc: 0.9318
(TESTING) task: 1, epoch: 24/30, loss: 1.8577, acc: 0.9323
(TESTING) task: 1, epoch: 24/30, loss: 1.8489, acc: 0.9375
(TESTING) task: 1, epoch: 24/30, loss: 1.8486, acc: 0.9420
(TESTING) task: 1, epoch: 24/30, loss: 1.8519, acc: 0.9458
(TESTING) task: 1, epoch: 24/30, loss: 1.8507, acc: 0.9492
(TESTING) task: 1, epoch: 24/30, loss: 1.8564, acc: 0.9449
(TESTING) task: 1, epoch: 24/30, loss: 1.8548, acc: 0.9479
(TESTING) task: 1, epoch: 24/30, loss: 1.8543, acc: 0.9507
(TESTING) task: 1, epoch: 24/30, loss: 1.8526, acc: 0.9531
(TESTING) task: 1, epoch: 24/30, loss: 1.8555, acc: 0.9524
(TESTING) task: 1, epoch: 24/30, loss: 1.8555, acc: 0.9545
(TESTING) task: 1, epoch: 24/30, loss: 1.8561, acc: 0.9511
(TESTING) task: 1, epoch: 24/30, loss: 1.8571, acc: 0.9505
(TESTING) task: 1, epoch: 24/30, loss: 1.8577, acc: 0.9500
(TESTING) task: 1, epoch: 24/30, loss: 1.8581, acc: 0.9519
(TESTING) task: 1, epoch: 24/30, loss: 1.8622, acc: 0.9468
(TESTING) task: 1, epoch: 24/30, loss: 1.8630, acc: 0.9464
(TESTING) task: 1, epoch: 24/30, loss: 1.8601, acc: 0.9483
(TESTING) task: 1, epoch: 24/30, loss: 1.8606, acc: 0.9479
(TESTING) task: 1, epoch: 24/30, loss: 1.8606, acc: 0.9496
(TESTING) task: 1, epoch: 24/30, loss: 1.8607, acc: 0.9512
(TESTING) task: 1, epoch: 24/30, loss: 1.8602, acc: 0.9527
(TESTING) task: 1, epoch: 24/30, loss: 1.8618, acc: 0.9540
(TESTING) task: 1, epoch: 24/30, loss: 1.8616, acc: 0.9536
(TESTING) task: 1, epoch: 24/30, loss: 1.8634, acc: 0.9514
(TESTING) task: 1, epoch: 24/30, loss: 1.8619, acc: 0.9510
(TESTING) task: 1, epoch: 24/30, loss: 1.8636, acc: 0.9507
(TESTING) task: 1, epoch: 24/30, loss: 1.8636, acc: 0.9519
(TESTING) task: 1, epoch: 24/30, loss: 1.8648, acc: 0.9516
(TESTING) task: 1, epoch: 24/30, loss: 1.8653, acc: 0.9527
(TESTING) task: 1, epoch: 24/30, loss: 1.8656, acc: 0.9539
(TESTING) task: 1, epoch: 24/30, loss: 1.8665, acc: 0.9520
(TESTING) task: 1, epoch: 24/30, loss: 1.8680, acc: 0.9517
(TESTING) task: 1, epoch: 24/30, loss: 1.8696, acc: 0.9500
(TESTING) task: 1, epoch: 24/30, loss: 1.8706, acc: 0.9484
(TESTING) task: 1, epoch: 24/30, loss: 1.8712, acc: 0.9495
(TESTING) task: 1, epoch: 24/30, loss: 1.8708, acc: 0.9492
(TESTING) task: 1, epoch: 24/30, loss: 1.8708, acc: 0.9503
(TESTING) task: 1, epoch: 24/30, loss: 1.8703, acc: 0.9500
(TESTING) task: 1, epoch: 24/30, loss: 1.8696, acc: 0.9498
(TESTING) task: 1, epoch: 24/30, loss: 1.8699, acc: 0.9495
(TESTING) task: 1, epoch: 24/30, loss: 1.8712, acc: 0.9481
(TESTING) task: 1, epoch: 24/30, loss: 1.8715, acc: 0.9456
(TESTING) task: 1, epoch: 24/30, loss: 1.8724, acc: 0.9443
(TESTING) task: 1, epoch: 24/30, loss: 1.8708, acc: 0.9453
(TESTING) task: 1, epoch: 24/30, loss: 1.8715, acc: 0.9452
(TESTING) task: 1, epoch: 24/30, loss: 1.8720, acc: 0.9440
(TESTING) task: 1, epoch: 24/30, loss: 1.8723, acc: 0.9439
(TESTING) task: 1, epoch: 24/30, loss: 1.8722, acc: 0.9448
(TESTING) task: 1, epoch: 24/30, loss: 1.8735, acc: 0.9436
(TESTING) task: 1, epoch: 24/30, loss: 1.8745, acc: 0.9425
(TESTING) task: 1, epoch: 24/30, loss: 1.8722, acc: 0.9435
(TRAINING) task: 1, epoch: 25/30, loss: 1.8636, acc: 0.9219
(TRAINING) task: 1, epoch: 25/30, loss: 1.8617, acc: 0.9434
(TRAINING) task: 1, epoch: 25/30, loss: 1.8661, acc: 0.9453
(TRAINING) task: 1, epoch: 25/30, loss: 1.8607, acc: 0.9531
(TRAINING) task: 1, epoch: 25/30, loss: 1.8600, acc: 0.9492
(TRAINING) task: 1, epoch: 25/30, loss: 1.8635, acc: 0.9473
(TRAINING) task: 1, epoch: 25/30, loss: 1.8618, acc: 0.9481
(TRAINING) task: 1, epoch: 25/30, loss: 1.8618, acc: 0.9453
(TRAINING) task: 1, epoch: 25/30, loss: 1.8631, acc: 0.9462
(TRAINING) task: 1, epoch: 25/30, loss: 1.8634, acc: 0.9469
(TRAINING) task: 1, epoch: 25/30, loss: 1.8615, acc: 0.9496
(TRAINING) task: 1, epoch: 25/30, loss: 1.8607, acc: 0.9489
(TRAINING) task: 1, epoch: 25/30, loss: 1.8591, acc: 0.9507
(TRAINING) task: 1, epoch: 25/30, loss: 1.8581, acc: 0.9517
(TRAINING) task: 1, epoch: 25/30, loss: 1.8574, acc: 0.9534
(TRAINING) task: 1, epoch: 25/30, loss: 1.8570, acc: 0.9541
(TRAINING) task: 1, epoch: 25/30, loss: 1.8562, acc: 0.9554
(TRAINING) task: 1, epoch: 25/30, loss: 1.8557, acc: 0.9555
(TRAINING) task: 1, epoch: 25/30, loss: 1.8560, acc: 0.9564
(TRAINING) task: 1, epoch: 25/30, loss: 1.8544, acc: 0.9564
(TESTING) task: 1, epoch: 25/30, loss: 1.8615, acc: 1.0000
(TESTING) task: 1, epoch: 25/30, loss: 1.8505, acc: 1.0000
(TESTING) task: 1, epoch: 25/30, loss: 1.8720, acc: 0.9792
(TESTING) task: 1, epoch: 25/30, loss: 1.8580, acc: 0.9844
(TESTING) task: 1, epoch: 25/30, loss: 1.8596, acc: 0.9875
(TESTING) task: 1, epoch: 25/30, loss: 1.8525, acc: 0.9792
(TESTING) task: 1, epoch: 25/30, loss: 1.8545, acc: 0.9821
(TESTING) task: 1, epoch: 25/30, loss: 1.8574, acc: 0.9688
(TESTING) task: 1, epoch: 25/30, loss: 1.8508, acc: 0.9722
(TESTING) task: 1, epoch: 25/30, loss: 1.8503, acc: 0.9688
(TESTING) task: 1, epoch: 25/30, loss: 1.8466, acc: 0.9659
(TESTING) task: 1, epoch: 25/30, loss: 1.8515, acc: 0.9635
(TESTING) task: 1, epoch: 25/30, loss: 1.8532, acc: 0.9615
(TESTING) task: 1, epoch: 25/30, loss: 1.8527, acc: 0.9643
(TESTING) task: 1, epoch: 25/30, loss: 1.8537, acc: 0.9625
(TESTING) task: 1, epoch: 25/30, loss: 1.8562, acc: 0.9609
(TESTING) task: 1, epoch: 25/30, loss: 1.8544, acc: 0.9596
(TESTING) task: 1, epoch: 25/30, loss: 1.8568, acc: 0.9549
(TESTING) task: 1, epoch: 25/30, loss: 1.8559, acc: 0.9572
(TESTING) task: 1, epoch: 25/30, loss: 1.8610, acc: 0.9500
(TESTING) task: 1, epoch: 25/30, loss: 1.8603, acc: 0.9464
(TESTING) task: 1, epoch: 25/30, loss: 1.8653, acc: 0.9432
(TESTING) task: 1, epoch: 25/30, loss: 1.8656, acc: 0.9457
(TESTING) task: 1, epoch: 25/30, loss: 1.8649, acc: 0.9453
(TESTING) task: 1, epoch: 25/30, loss: 1.8614, acc: 0.9475
(TESTING) task: 1, epoch: 25/30, loss: 1.8632, acc: 0.9495
(TESTING) task: 1, epoch: 25/30, loss: 1.8618, acc: 0.9514
(TESTING) task: 1, epoch: 25/30, loss: 1.8581, acc: 0.9531
(TESTING) task: 1, epoch: 25/30, loss: 1.8595, acc: 0.9504
(TESTING) task: 1, epoch: 25/30, loss: 1.8603, acc: 0.9479
(TESTING) task: 1, epoch: 25/30, loss: 1.8612, acc: 0.9476
(TESTING) task: 1, epoch: 25/30, loss: 1.8610, acc: 0.9473
(TESTING) task: 1, epoch: 25/30, loss: 1.8592, acc: 0.9489
(TESTING) task: 1, epoch: 25/30, loss: 1.8582, acc: 0.9504
(TESTING) task: 1, epoch: 25/30, loss: 1.8608, acc: 0.9500
(TESTING) task: 1, epoch: 25/30, loss: 1.8589, acc: 0.9514
(TESTING) task: 1, epoch: 25/30, loss: 1.8579, acc: 0.9527
(TESTING) task: 1, epoch: 25/30, loss: 1.8585, acc: 0.9523
(TESTING) task: 1, epoch: 25/30, loss: 1.8594, acc: 0.9519
(TESTING) task: 1, epoch: 25/30, loss: 1.8594, acc: 0.9516
(TESTING) task: 1, epoch: 25/30, loss: 1.8583, acc: 0.9512
(TESTING) task: 1, epoch: 25/30, loss: 1.8583, acc: 0.9524
(TESTING) task: 1, epoch: 25/30, loss: 1.8593, acc: 0.9491
(TESTING) task: 1, epoch: 25/30, loss: 1.8581, acc: 0.9503
(TESTING) task: 1, epoch: 25/30, loss: 1.8598, acc: 0.9486
(TESTING) task: 1, epoch: 25/30, loss: 1.8596, acc: 0.9470
(TESTING) task: 1, epoch: 25/30, loss: 1.8589, acc: 0.9481
(TESTING) task: 1, epoch: 25/30, loss: 1.8602, acc: 0.9466
(TESTING) task: 1, epoch: 25/30, loss: 1.8602, acc: 0.9464
(TESTING) task: 1, epoch: 25/30, loss: 1.8605, acc: 0.9463
(TESTING) task: 1, epoch: 25/30, loss: 1.8606, acc: 0.9461
(TESTING) task: 1, epoch: 25/30, loss: 1.8617, acc: 0.9435
(TESTING) task: 1, epoch: 25/30, loss: 1.8610, acc: 0.9446
(TESTING) task: 1, epoch: 25/30, loss: 1.8618, acc: 0.9444
(TESTING) task: 1, epoch: 25/30, loss: 1.8612, acc: 0.9455
(TESTING) task: 1, epoch: 25/30, loss: 1.8608, acc: 0.9464
(TESTING) task: 1, epoch: 25/30, loss: 1.8603, acc: 0.9474
(TESTING) task: 1, epoch: 25/30, loss: 1.8604, acc: 0.9472
(TESTING) task: 1, epoch: 25/30, loss: 1.8619, acc: 0.9428
(TESTING) task: 1, epoch: 25/30, loss: 1.8631, acc: 0.9406
(TESTING) task: 1, epoch: 25/30, loss: 1.8634, acc: 0.9416
(TESTING) task: 1, epoch: 25/30, loss: 1.8627, acc: 0.9425
(TESTING) task: 1, epoch: 25/30, loss: 1.8613, acc: 0.9415
(TRAINING) task: 1, epoch: 26/30, loss: 1.8521, acc: 0.9609
(TRAINING) task: 1, epoch: 26/30, loss: 1.8512, acc: 0.9590
(TRAINING) task: 1, epoch: 26/30, loss: 1.8565, acc: 0.9518
(TRAINING) task: 1, epoch: 26/30, loss: 1.8535, acc: 0.9492
(TRAINING) task: 1, epoch: 26/30, loss: 1.8523, acc: 0.9516
(TRAINING) task: 1, epoch: 26/30, loss: 1.8519, acc: 0.9525
(TRAINING) task: 1, epoch: 26/30, loss: 1.8525, acc: 0.9531
(TRAINING) task: 1, epoch: 26/30, loss: 1.8523, acc: 0.9546
(TRAINING) task: 1, epoch: 26/30, loss: 1.8524, acc: 0.9531
(TRAINING) task: 1, epoch: 26/30, loss: 1.8521, acc: 0.9523
(TRAINING) task: 1, epoch: 26/30, loss: 1.8522, acc: 0.9521
(TRAINING) task: 1, epoch: 26/30, loss: 1.8517, acc: 0.9528
(TRAINING) task: 1, epoch: 26/30, loss: 1.8527, acc: 0.9531
(TRAINING) task: 1, epoch: 26/30, loss: 1.8523, acc: 0.9531
(TRAINING) task: 1, epoch: 26/30, loss: 1.8518, acc: 0.9529
(TRAINING) task: 1, epoch: 26/30, loss: 1.8514, acc: 0.9531
(TRAINING) task: 1, epoch: 26/30, loss: 1.8500, acc: 0.9545
(TRAINING) task: 1, epoch: 26/30, loss: 1.8503, acc: 0.9549
(TRAINING) task: 1, epoch: 26/30, loss: 1.8498, acc: 0.9554
(TRAINING) task: 1, epoch: 26/30, loss: 1.8488, acc: 0.9561
(TESTING) task: 1, epoch: 26/30, loss: 1.8982, acc: 0.9375
(TESTING) task: 1, epoch: 26/30, loss: 1.9205, acc: 0.9062
(TESTING) task: 1, epoch: 26/30, loss: 1.8742, acc: 0.9167
(TESTING) task: 1, epoch: 26/30, loss: 1.8923, acc: 0.8906
(TESTING) task: 1, epoch: 26/30, loss: 1.8886, acc: 0.9000
(TESTING) task: 1, epoch: 26/30, loss: 1.8851, acc: 0.9062
(TESTING) task: 1, epoch: 26/30, loss: 1.8811, acc: 0.9107
(TESTING) task: 1, epoch: 26/30, loss: 1.8846, acc: 0.9219
(TESTING) task: 1, epoch: 26/30, loss: 1.8760, acc: 0.9306
(TESTING) task: 1, epoch: 26/30, loss: 1.8796, acc: 0.9250
(TESTING) task: 1, epoch: 26/30, loss: 1.8822, acc: 0.9205
(TESTING) task: 1, epoch: 26/30, loss: 1.8763, acc: 0.9219
(TESTING) task: 1, epoch: 26/30, loss: 1.8754, acc: 0.9183
(TESTING) task: 1, epoch: 26/30, loss: 1.8744, acc: 0.9241
(TESTING) task: 1, epoch: 26/30, loss: 1.8683, acc: 0.9292
(TESTING) task: 1, epoch: 26/30, loss: 1.8686, acc: 0.9258
(TESTING) task: 1, epoch: 26/30, loss: 1.8680, acc: 0.9265
(TESTING) task: 1, epoch: 26/30, loss: 1.8669, acc: 0.9271
(TESTING) task: 1, epoch: 26/30, loss: 1.8662, acc: 0.9243
(TESTING) task: 1, epoch: 26/30, loss: 1.8656, acc: 0.9281
(TESTING) task: 1, epoch: 26/30, loss: 1.8617, acc: 0.9315
(TESTING) task: 1, epoch: 26/30, loss: 1.8579, acc: 0.9318
(TESTING) task: 1, epoch: 26/30, loss: 1.8585, acc: 0.9321
(TESTING) task: 1, epoch: 26/30, loss: 1.8622, acc: 0.9323
(TESTING) task: 1, epoch: 26/30, loss: 1.8607, acc: 0.9325
(TESTING) task: 1, epoch: 26/30, loss: 1.8655, acc: 0.9255
(TESTING) task: 1, epoch: 26/30, loss: 1.8679, acc: 0.9259
(TESTING) task: 1, epoch: 26/30, loss: 1.8681, acc: 0.9263
(TESTING) task: 1, epoch: 26/30, loss: 1.8655, acc: 0.9289
(TESTING) task: 1, epoch: 26/30, loss: 1.8672, acc: 0.9292
(TESTING) task: 1, epoch: 26/30, loss: 1.8651, acc: 0.9294
(TESTING) task: 1, epoch: 26/30, loss: 1.8655, acc: 0.9277
(TESTING) task: 1, epoch: 26/30, loss: 1.8633, acc: 0.9299
(TESTING) task: 1, epoch: 26/30, loss: 1.8643, acc: 0.9301
(TESTING) task: 1, epoch: 26/30, loss: 1.8643, acc: 0.9321
(TESTING) task: 1, epoch: 26/30, loss: 1.8642, acc: 0.9323
(TESTING) task: 1, epoch: 26/30, loss: 1.8627, acc: 0.9324
(TESTING) task: 1, epoch: 26/30, loss: 1.8623, acc: 0.9326
(TESTING) task: 1, epoch: 26/30, loss: 1.8641, acc: 0.9327
(TESTING) task: 1, epoch: 26/30, loss: 1.8633, acc: 0.9344
(TESTING) task: 1, epoch: 26/30, loss: 1.8641, acc: 0.9329
(TESTING) task: 1, epoch: 26/30, loss: 1.8652, acc: 0.9315
(TESTING) task: 1, epoch: 26/30, loss: 1.8649, acc: 0.9317
(TESTING) task: 1, epoch: 26/30, loss: 1.8630, acc: 0.9332
(TESTING) task: 1, epoch: 26/30, loss: 1.8627, acc: 0.9333
(TESTING) task: 1, epoch: 26/30, loss: 1.8622, acc: 0.9334
(TESTING) task: 1, epoch: 26/30, loss: 1.8620, acc: 0.9348
(TESTING) task: 1, epoch: 26/30, loss: 1.8630, acc: 0.9323
(TESTING) task: 1, epoch: 26/30, loss: 1.8627, acc: 0.9311
(TESTING) task: 1, epoch: 26/30, loss: 1.8622, acc: 0.9300
(TESTING) task: 1, epoch: 26/30, loss: 1.8620, acc: 0.9301
(TESTING) task: 1, epoch: 26/30, loss: 1.8610, acc: 0.9315
(TESTING) task: 1, epoch: 26/30, loss: 1.8622, acc: 0.9292
(TESTING) task: 1, epoch: 26/30, loss: 1.8624, acc: 0.9294
(TESTING) task: 1, epoch: 26/30, loss: 1.8637, acc: 0.9307
(TESTING) task: 1, epoch: 26/30, loss: 1.8632, acc: 0.9308
(TESTING) task: 1, epoch: 26/30, loss: 1.8626, acc: 0.9298
(TESTING) task: 1, epoch: 26/30, loss: 1.8635, acc: 0.9289
(TESTING) task: 1, epoch: 26/30, loss: 1.8636, acc: 0.9290
(TESTING) task: 1, epoch: 26/30, loss: 1.8630, acc: 0.9292
(TESTING) task: 1, epoch: 26/30, loss: 1.8639, acc: 0.9293
(TESTING) task: 1, epoch: 26/30, loss: 1.8635, acc: 0.9284
(TESTING) task: 1, epoch: 26/30, loss: 1.8624, acc: 0.9276
(TRAINING) task: 1, epoch: 27/30, loss: 1.8549, acc: 0.9375
(TRAINING) task: 1, epoch: 27/30, loss: 1.8533, acc: 0.9473
(TRAINING) task: 1, epoch: 27/30, loss: 1.8541, acc: 0.9505
(TRAINING) task: 1, epoch: 27/30, loss: 1.8527, acc: 0.9541
(TRAINING) task: 1, epoch: 27/30, loss: 1.8498, acc: 0.9523
(TRAINING) task: 1, epoch: 27/30, loss: 1.8489, acc: 0.9551
(TRAINING) task: 1, epoch: 27/30, loss: 1.8471, acc: 0.9542
(TRAINING) task: 1, epoch: 27/30, loss: 1.8473, acc: 0.9526
(TRAINING) task: 1, epoch: 27/30, loss: 1.8469, acc: 0.9531
(TRAINING) task: 1, epoch: 27/30, loss: 1.8452, acc: 0.9535
(TRAINING) task: 1, epoch: 27/30, loss: 1.8450, acc: 0.9542
(TRAINING) task: 1, epoch: 27/30, loss: 1.8437, acc: 0.9544
(TRAINING) task: 1, epoch: 27/30, loss: 1.8432, acc: 0.9549
(TRAINING) task: 1, epoch: 27/30, loss: 1.8426, acc: 0.9551
(TRAINING) task: 1, epoch: 27/30, loss: 1.8414, acc: 0.9560
(TRAINING) task: 1, epoch: 27/30, loss: 1.8414, acc: 0.9558
(TRAINING) task: 1, epoch: 27/30, loss: 1.8415, acc: 0.9563
(TRAINING) task: 1, epoch: 27/30, loss: 1.8411, acc: 0.9562
(TRAINING) task: 1, epoch: 27/30, loss: 1.8413, acc: 0.9564
(TRAINING) task: 1, epoch: 27/30, loss: 1.8421, acc: 0.9560
(TESTING) task: 1, epoch: 27/30, loss: 1.8202, acc: 1.0000
(TESTING) task: 1, epoch: 27/30, loss: 1.8573, acc: 0.9688
(TESTING) task: 1, epoch: 27/30, loss: 1.8397, acc: 0.9792
(TESTING) task: 1, epoch: 27/30, loss: 1.8322, acc: 0.9531
(TESTING) task: 1, epoch: 27/30, loss: 1.8357, acc: 0.9375
(TESTING) task: 1, epoch: 27/30, loss: 1.8311, acc: 0.9375
(TESTING) task: 1, epoch: 27/30, loss: 1.8289, acc: 0.9464
(TESTING) task: 1, epoch: 27/30, loss: 1.8321, acc: 0.9375
(TESTING) task: 1, epoch: 27/30, loss: 1.8297, acc: 0.9444
(TESTING) task: 1, epoch: 27/30, loss: 1.8356, acc: 0.9313
(TESTING) task: 1, epoch: 27/30, loss: 1.8383, acc: 0.9261
(TESTING) task: 1, epoch: 27/30, loss: 1.8379, acc: 0.9323
(TESTING) task: 1, epoch: 27/30, loss: 1.8407, acc: 0.9327
(TESTING) task: 1, epoch: 27/30, loss: 1.8374, acc: 0.9375
(TESTING) task: 1, epoch: 27/30, loss: 1.8420, acc: 0.9292
(TESTING) task: 1, epoch: 27/30, loss: 1.8421, acc: 0.9258
(TESTING) task: 1, epoch: 27/30, loss: 1.8429, acc: 0.9265
(TESTING) task: 1, epoch: 27/30, loss: 1.8456, acc: 0.9236
(TESTING) task: 1, epoch: 27/30, loss: 1.8449, acc: 0.9243
(TESTING) task: 1, epoch: 27/30, loss: 1.8454, acc: 0.9281
(TESTING) task: 1, epoch: 27/30, loss: 1.8451, acc: 0.9256
(TESTING) task: 1, epoch: 27/30, loss: 1.8430, acc: 0.9290
(TESTING) task: 1, epoch: 27/30, loss: 1.8456, acc: 0.9293
(TESTING) task: 1, epoch: 27/30, loss: 1.8459, acc: 0.9271
(TESTING) task: 1, epoch: 27/30, loss: 1.8448, acc: 0.9275
(TESTING) task: 1, epoch: 27/30, loss: 1.8437, acc: 0.9279
(TESTING) task: 1, epoch: 27/30, loss: 1.8446, acc: 0.9259
(TESTING) task: 1, epoch: 27/30, loss: 1.8438, acc: 0.9286
(TESTING) task: 1, epoch: 27/30, loss: 1.8425, acc: 0.9310
(TESTING) task: 1, epoch: 27/30, loss: 1.8426, acc: 0.9313
(TESTING) task: 1, epoch: 27/30, loss: 1.8416, acc: 0.9335
(TESTING) task: 1, epoch: 27/30, loss: 1.8436, acc: 0.9316
(TESTING) task: 1, epoch: 27/30, loss: 1.8449, acc: 0.9318
(TESTING) task: 1, epoch: 27/30, loss: 1.8471, acc: 0.9320
(TESTING) task: 1, epoch: 27/30, loss: 1.8479, acc: 0.9321
(TESTING) task: 1, epoch: 27/30, loss: 1.8479, acc: 0.9340
(TESTING) task: 1, epoch: 27/30, loss: 1.8455, acc: 0.9341
(TESTING) task: 1, epoch: 27/30, loss: 1.8466, acc: 0.9326
(TESTING) task: 1, epoch: 27/30, loss: 1.8469, acc: 0.9327
(TESTING) task: 1, epoch: 27/30, loss: 1.8474, acc: 0.9313
(TESTING) task: 1, epoch: 27/30, loss: 1.8509, acc: 0.9284
(TESTING) task: 1, epoch: 27/30, loss: 1.8514, acc: 0.9271
(TESTING) task: 1, epoch: 27/30, loss: 1.8488, acc: 0.9288
(TESTING) task: 1, epoch: 27/30, loss: 1.8478, acc: 0.9304
(TESTING) task: 1, epoch: 27/30, loss: 1.8476, acc: 0.9319
(TESTING) task: 1, epoch: 27/30, loss: 1.8464, acc: 0.9321
(TESTING) task: 1, epoch: 27/30, loss: 1.8475, acc: 0.9295
(TESTING) task: 1, epoch: 27/30, loss: 1.8475, acc: 0.9284
(TESTING) task: 1, epoch: 27/30, loss: 1.8490, acc: 0.9260
(TESTING) task: 1, epoch: 27/30, loss: 1.8506, acc: 0.9250
(TESTING) task: 1, epoch: 27/30, loss: 1.8504, acc: 0.9240
(TESTING) task: 1, epoch: 27/30, loss: 1.8499, acc: 0.9255
(TESTING) task: 1, epoch: 27/30, loss: 1.8484, acc: 0.9269
(TESTING) task: 1, epoch: 27/30, loss: 1.8492, acc: 0.9259
(TESTING) task: 1, epoch: 27/30, loss: 1.8501, acc: 0.9261
(TESTING) task: 1, epoch: 27/30, loss: 1.8499, acc: 0.9275
(TESTING) task: 1, epoch: 27/30, loss: 1.8510, acc: 0.9287
(TESTING) task: 1, epoch: 27/30, loss: 1.8514, acc: 0.9278
(TESTING) task: 1, epoch: 27/30, loss: 1.8510, acc: 0.9280
(TESTING) task: 1, epoch: 27/30, loss: 1.8510, acc: 0.9281
(TESTING) task: 1, epoch: 27/30, loss: 1.8513, acc: 0.9283
(TESTING) task: 1, epoch: 27/30, loss: 1.8507, acc: 0.9294
(TESTING) task: 1, epoch: 27/30, loss: 1.8497, acc: 0.9306
(TRAINING) task: 1, epoch: 28/30, loss: 1.8254, acc: 0.9492
(TRAINING) task: 1, epoch: 28/30, loss: 1.8284, acc: 0.9492
(TRAINING) task: 1, epoch: 28/30, loss: 1.8318, acc: 0.9492
(TRAINING) task: 1, epoch: 28/30, loss: 1.8295, acc: 0.9521
(TRAINING) task: 1, epoch: 28/30, loss: 1.8271, acc: 0.9539
(TRAINING) task: 1, epoch: 28/30, loss: 1.8270, acc: 0.9551
(TRAINING) task: 1, epoch: 28/30, loss: 1.8260, acc: 0.9554
(TRAINING) task: 1, epoch: 28/30, loss: 1.8269, acc: 0.9541
(TRAINING) task: 1, epoch: 28/30, loss: 1.8279, acc: 0.9527
(TRAINING) task: 1, epoch: 28/30, loss: 1.8281, acc: 0.9531
(TRAINING) task: 1, epoch: 28/30, loss: 1.8274, acc: 0.9535
(TRAINING) task: 1, epoch: 28/30, loss: 1.8274, acc: 0.9548
(TRAINING) task: 1, epoch: 28/30, loss: 1.8265, acc: 0.9546
(TRAINING) task: 1, epoch: 28/30, loss: 1.8269, acc: 0.9556
(TRAINING) task: 1, epoch: 28/30, loss: 1.8279, acc: 0.9549
(TRAINING) task: 1, epoch: 28/30, loss: 1.8282, acc: 0.9534
(TRAINING) task: 1, epoch: 28/30, loss: 1.8282, acc: 0.9527
(TRAINING) task: 1, epoch: 28/30, loss: 1.8281, acc: 0.9531
(TRAINING) task: 1, epoch: 28/30, loss: 1.8281, acc: 0.9531
(TRAINING) task: 1, epoch: 28/30, loss: 1.8279, acc: 0.9536
(TESTING) task: 1, epoch: 28/30, loss: 1.9007, acc: 0.8125
(TESTING) task: 1, epoch: 28/30, loss: 1.8720, acc: 0.8750
(TESTING) task: 1, epoch: 28/30, loss: 1.8808, acc: 0.8542
(TESTING) task: 1, epoch: 28/30, loss: 1.8650, acc: 0.8594
(TESTING) task: 1, epoch: 28/30, loss: 1.8487, acc: 0.8750
(TESTING) task: 1, epoch: 28/30, loss: 1.8523, acc: 0.8854
(TESTING) task: 1, epoch: 28/30, loss: 1.8500, acc: 0.8929
(TESTING) task: 1, epoch: 28/30, loss: 1.8438, acc: 0.9062
(TESTING) task: 1, epoch: 28/30, loss: 1.8407, acc: 0.9097
(TESTING) task: 1, epoch: 28/30, loss: 1.8439, acc: 0.9187
(TESTING) task: 1, epoch: 28/30, loss: 1.8456, acc: 0.9261
(TESTING) task: 1, epoch: 28/30, loss: 1.8377, acc: 0.9323
(TESTING) task: 1, epoch: 28/30, loss: 1.8427, acc: 0.9327
(TESTING) task: 1, epoch: 28/30, loss: 1.8422, acc: 0.9375
(TESTING) task: 1, epoch: 28/30, loss: 1.8475, acc: 0.9333
(TESTING) task: 1, epoch: 28/30, loss: 1.8448, acc: 0.9375
(TESTING) task: 1, epoch: 28/30, loss: 1.8428, acc: 0.9375
(TESTING) task: 1, epoch: 28/30, loss: 1.8463, acc: 0.9340
(TESTING) task: 1, epoch: 28/30, loss: 1.8500, acc: 0.9243
(TESTING) task: 1, epoch: 28/30, loss: 1.8438, acc: 0.9281
(TESTING) task: 1, epoch: 28/30, loss: 1.8413, acc: 0.9315
(TESTING) task: 1, epoch: 28/30, loss: 1.8437, acc: 0.9261
(TESTING) task: 1, epoch: 28/30, loss: 1.8426, acc: 0.9293
(TESTING) task: 1, epoch: 28/30, loss: 1.8445, acc: 0.9271
(TESTING) task: 1, epoch: 28/30, loss: 1.8463, acc: 0.9225
(TESTING) task: 1, epoch: 28/30, loss: 1.8439, acc: 0.9255
(TESTING) task: 1, epoch: 28/30, loss: 1.8465, acc: 0.9213
(TESTING) task: 1, epoch: 28/30, loss: 1.8461, acc: 0.9219
(TESTING) task: 1, epoch: 28/30, loss: 1.8448, acc: 0.9224
(TESTING) task: 1, epoch: 28/30, loss: 1.8414, acc: 0.9250
(TESTING) task: 1, epoch: 28/30, loss: 1.8424, acc: 0.9254
(TESTING) task: 1, epoch: 28/30, loss: 1.8414, acc: 0.9238
(TESTING) task: 1, epoch: 28/30, loss: 1.8431, acc: 0.9242
(TESTING) task: 1, epoch: 28/30, loss: 1.8438, acc: 0.9228
(TESTING) task: 1, epoch: 28/30, loss: 1.8431, acc: 0.9232
(TESTING) task: 1, epoch: 28/30, loss: 1.8423, acc: 0.9236
(TESTING) task: 1, epoch: 28/30, loss: 1.8432, acc: 0.9240
(TESTING) task: 1, epoch: 28/30, loss: 1.8442, acc: 0.9243
(TESTING) task: 1, epoch: 28/30, loss: 1.8433, acc: 0.9215
(TESTING) task: 1, epoch: 28/30, loss: 1.8429, acc: 0.9219
(TESTING) task: 1, epoch: 28/30, loss: 1.8442, acc: 0.9207
(TESTING) task: 1, epoch: 28/30, loss: 1.8428, acc: 0.9226
(TESTING) task: 1, epoch: 28/30, loss: 1.8421, acc: 0.9244
(TESTING) task: 1, epoch: 28/30, loss: 1.8405, acc: 0.9247
(TESTING) task: 1, epoch: 28/30, loss: 1.8404, acc: 0.9236
(TESTING) task: 1, epoch: 28/30, loss: 1.8400, acc: 0.9253
(TESTING) task: 1, epoch: 28/30, loss: 1.8400, acc: 0.9269
(TESTING) task: 1, epoch: 28/30, loss: 1.8395, acc: 0.9284
(TESTING) task: 1, epoch: 28/30, loss: 1.8376, acc: 0.9298
(TESTING) task: 1, epoch: 28/30, loss: 1.8362, acc: 0.9300
(TESTING) task: 1, epoch: 28/30, loss: 1.8360, acc: 0.9301
(TESTING) task: 1, epoch: 28/30, loss: 1.8368, acc: 0.9291
(TESTING) task: 1, epoch: 28/30, loss: 1.8371, acc: 0.9292
(TESTING) task: 1, epoch: 28/30, loss: 1.8374, acc: 0.9294
(TESTING) task: 1, epoch: 28/30, loss: 1.8377, acc: 0.9295
(TESTING) task: 1, epoch: 28/30, loss: 1.8372, acc: 0.9297
(TESTING) task: 1, epoch: 28/30, loss: 1.8374, acc: 0.9298
(TESTING) task: 1, epoch: 28/30, loss: 1.8377, acc: 0.9300
(TESTING) task: 1, epoch: 28/30, loss: 1.8397, acc: 0.9269
(TESTING) task: 1, epoch: 28/30, loss: 1.8395, acc: 0.9260
(TESTING) task: 1, epoch: 28/30, loss: 1.8403, acc: 0.9262
(TESTING) task: 1, epoch: 28/30, loss: 1.8399, acc: 0.9264
(TESTING) task: 1, epoch: 28/30, loss: 1.8407, acc: 0.9236
(TRAINING) task: 1, epoch: 29/30, loss: 1.8006, acc: 0.9844
(TRAINING) task: 1, epoch: 29/30, loss: 1.8227, acc: 0.9590
(TRAINING) task: 1, epoch: 29/30, loss: 1.8268, acc: 0.9505
(TRAINING) task: 1, epoch: 29/30, loss: 1.8236, acc: 0.9521
(TRAINING) task: 1, epoch: 29/30, loss: 1.8221, acc: 0.9531
(TRAINING) task: 1, epoch: 29/30, loss: 1.8212, acc: 0.9544
(TRAINING) task: 1, epoch: 29/30, loss: 1.8190, acc: 0.9554
(TRAINING) task: 1, epoch: 29/30, loss: 1.8172, acc: 0.9551
(TRAINING) task: 1, epoch: 29/30, loss: 1.8174, acc: 0.9549
(TRAINING) task: 1, epoch: 29/30, loss: 1.8185, acc: 0.9543
(TRAINING) task: 1, epoch: 29/30, loss: 1.8167, acc: 0.9553
(TRAINING) task: 1, epoch: 29/30, loss: 1.8174, acc: 0.9531
(TRAINING) task: 1, epoch: 29/30, loss: 1.8167, acc: 0.9531
(TRAINING) task: 1, epoch: 29/30, loss: 1.8178, acc: 0.9520
(TRAINING) task: 1, epoch: 29/30, loss: 1.8187, acc: 0.9518
(TRAINING) task: 1, epoch: 29/30, loss: 1.8180, acc: 0.9524
(TRAINING) task: 1, epoch: 29/30, loss: 1.8190, acc: 0.9515
(TRAINING) task: 1, epoch: 29/30, loss: 1.8193, acc: 0.9510
(TRAINING) task: 1, epoch: 29/30, loss: 1.8201, acc: 0.9519
(TRAINING) task: 1, epoch: 29/30, loss: 1.8196, acc: 0.9525
(TESTING) task: 1, epoch: 29/30, loss: 1.8818, acc: 0.9375
(TESTING) task: 1, epoch: 29/30, loss: 1.8323, acc: 0.9688
(TESTING) task: 1, epoch: 29/30, loss: 1.8374, acc: 0.9583
(TESTING) task: 1, epoch: 29/30, loss: 1.8353, acc: 0.9688
(TESTING) task: 1, epoch: 29/30, loss: 1.8479, acc: 0.9375
(TESTING) task: 1, epoch: 29/30, loss: 1.8448, acc: 0.9271
(TESTING) task: 1, epoch: 29/30, loss: 1.8420, acc: 0.9286
(TESTING) task: 1, epoch: 29/30, loss: 1.8478, acc: 0.9297
(TESTING) task: 1, epoch: 29/30, loss: 1.8467, acc: 0.9236
(TESTING) task: 1, epoch: 29/30, loss: 1.8528, acc: 0.9125
(TESTING) task: 1, epoch: 29/30, loss: 1.8495, acc: 0.9205
(TESTING) task: 1, epoch: 29/30, loss: 1.8534, acc: 0.9167
(TESTING) task: 1, epoch: 29/30, loss: 1.8494, acc: 0.9231
(TESTING) task: 1, epoch: 29/30, loss: 1.8511, acc: 0.9196
(TESTING) task: 1, epoch: 29/30, loss: 1.8494, acc: 0.9208
(TESTING) task: 1, epoch: 29/30, loss: 1.8476, acc: 0.9258
(TESTING) task: 1, epoch: 29/30, loss: 1.8441, acc: 0.9265
(TESTING) task: 1, epoch: 29/30, loss: 1.8460, acc: 0.9236
(TESTING) task: 1, epoch: 29/30, loss: 1.8467, acc: 0.9211
(TESTING) task: 1, epoch: 29/30, loss: 1.8416, acc: 0.9250
(TESTING) task: 1, epoch: 29/30, loss: 1.8387, acc: 0.9286
(TESTING) task: 1, epoch: 29/30, loss: 1.8374, acc: 0.9261
(TESTING) task: 1, epoch: 29/30, loss: 1.8396, acc: 0.9266
(TESTING) task: 1, epoch: 29/30, loss: 1.8382, acc: 0.9271
(TESTING) task: 1, epoch: 29/30, loss: 1.8413, acc: 0.9225
(TESTING) task: 1, epoch: 29/30, loss: 1.8403, acc: 0.9255
(TESTING) task: 1, epoch: 29/30, loss: 1.8383, acc: 0.9259
(TESTING) task: 1, epoch: 29/30, loss: 1.8400, acc: 0.9241
(TESTING) task: 1, epoch: 29/30, loss: 1.8382, acc: 0.9267
(TESTING) task: 1, epoch: 29/30, loss: 1.8390, acc: 0.9271
(TESTING) task: 1, epoch: 29/30, loss: 1.8368, acc: 0.9254
(TESTING) task: 1, epoch: 29/30, loss: 1.8363, acc: 0.9258
(TESTING) task: 1, epoch: 29/30, loss: 1.8348, acc: 0.9280
(TESTING) task: 1, epoch: 29/30, loss: 1.8350, acc: 0.9265
(TESTING) task: 1, epoch: 29/30, loss: 1.8377, acc: 0.9232
(TESTING) task: 1, epoch: 29/30, loss: 1.8382, acc: 0.9219
(TESTING) task: 1, epoch: 29/30, loss: 1.8367, acc: 0.9223
(TESTING) task: 1, epoch: 29/30, loss: 1.8360, acc: 0.9211
(TESTING) task: 1, epoch: 29/30, loss: 1.8356, acc: 0.9215
(TESTING) task: 1, epoch: 29/30, loss: 1.8382, acc: 0.9187
(TESTING) task: 1, epoch: 29/30, loss: 1.8375, acc: 0.9207
(TESTING) task: 1, epoch: 29/30, loss: 1.8376, acc: 0.9196
(TESTING) task: 1, epoch: 29/30, loss: 1.8362, acc: 0.9215
(TESTING) task: 1, epoch: 29/30, loss: 1.8372, acc: 0.9205
(TESTING) task: 1, epoch: 29/30, loss: 1.8371, acc: 0.9208
(TESTING) task: 1, epoch: 29/30, loss: 1.8364, acc: 0.9226
(TESTING) task: 1, epoch: 29/30, loss: 1.8345, acc: 0.9242
(TESTING) task: 1, epoch: 29/30, loss: 1.8330, acc: 0.9258
(TESTING) task: 1, epoch: 29/30, loss: 1.8327, acc: 0.9247
(TESTING) task: 1, epoch: 29/30, loss: 1.8340, acc: 0.9225
(TESTING) task: 1, epoch: 29/30, loss: 1.8345, acc: 0.9228
(TESTING) task: 1, epoch: 29/30, loss: 1.8337, acc: 0.9243
(TESTING) task: 1, epoch: 29/30, loss: 1.8327, acc: 0.9257
(TESTING) task: 1, epoch: 29/30, loss: 1.8328, acc: 0.9248
(TESTING) task: 1, epoch: 29/30, loss: 1.8333, acc: 0.9250
(TESTING) task: 1, epoch: 29/30, loss: 1.8327, acc: 0.9252
(TESTING) task: 1, epoch: 29/30, loss: 1.8324, acc: 0.9254
(TESTING) task: 1, epoch: 29/30, loss: 1.8329, acc: 0.9267
(TESTING) task: 1, epoch: 29/30, loss: 1.8327, acc: 0.9258
(TESTING) task: 1, epoch: 29/30, loss: 1.8320, acc: 0.9260
(TESTING) task: 1, epoch: 29/30, loss: 1.8317, acc: 0.9262
(TESTING) task: 1, epoch: 29/30, loss: 1.8320, acc: 0.9274
(TESTING) task: 1, epoch: 29/30, loss: 1.8324, acc: 0.9266
#params=56074
(TRAINING) task: 2, epoch: 0/30, loss: 2.3001, acc: 0.0898
(TRAINING) task: 2, epoch: 0/30, loss: 2.3008, acc: 0.0781
(TRAINING) task: 2, epoch: 0/30, loss: 2.3013, acc: 0.0755
(TRAINING) task: 2, epoch: 0/30, loss: 2.3012, acc: 0.0850
(TRAINING) task: 2, epoch: 0/30, loss: 2.3011, acc: 0.0781
(TRAINING) task: 2, epoch: 0/30, loss: 2.3007, acc: 0.0794
(TRAINING) task: 2, epoch: 0/30, loss: 2.3006, acc: 0.0837
(TRAINING) task: 2, epoch: 0/30, loss: 2.3001, acc: 0.0894
(TRAINING) task: 2, epoch: 0/30, loss: 2.3000, acc: 0.0942
(TRAINING) task: 2, epoch: 0/30, loss: 2.2997, acc: 0.1012
(TRAINING) task: 2, epoch: 0/30, loss: 2.2994, acc: 0.1019
(TRAINING) task: 2, epoch: 0/30, loss: 2.2993, acc: 0.1035
(TRAINING) task: 2, epoch: 0/30, loss: 2.2991, acc: 0.1067
(TRAINING) task: 2, epoch: 0/30, loss: 2.2989, acc: 0.1108
(TRAINING) task: 2, epoch: 0/30, loss: 2.2988, acc: 0.1109
(TRAINING) task: 2, epoch: 0/30, loss: 2.2987, acc: 0.1121
(TRAINING) task: 2, epoch: 0/30, loss: 2.2985, acc: 0.1135
(TRAINING) task: 2, epoch: 0/30, loss: 2.2984, acc: 0.1139
(TRAINING) task: 2, epoch: 0/30, loss: 2.2982, acc: 0.1153
(TRAINING) task: 2, epoch: 0/30, loss: 2.2982, acc: 0.1151
(TESTING) task: 2, epoch: 0/30, loss: 2.2927, acc: 0.1875
(TESTING) task: 2, epoch: 0/30, loss: 2.2860, acc: 0.2812
(TESTING) task: 2, epoch: 0/30, loss: 2.2909, acc: 0.2500
(TESTING) task: 2, epoch: 0/30, loss: 2.2934, acc: 0.2188
(TESTING) task: 2, epoch: 0/30, loss: 2.2953, acc: 0.2125
(TESTING) task: 2, epoch: 0/30, loss: 2.2952, acc: 0.2188
(TESTING) task: 2, epoch: 0/30, loss: 2.2949, acc: 0.2054
(TESTING) task: 2, epoch: 0/30, loss: 2.2954, acc: 0.2031
(TESTING) task: 2, epoch: 0/30, loss: 2.2950, acc: 0.2153
(TESTING) task: 2, epoch: 0/30, loss: 2.2954, acc: 0.2000
(TESTING) task: 2, epoch: 0/30, loss: 2.2949, acc: 0.1875
(TESTING) task: 2, epoch: 0/30, loss: 2.2945, acc: 0.1979
(TESTING) task: 2, epoch: 0/30, loss: 2.2948, acc: 0.2019
(TESTING) task: 2, epoch: 0/30, loss: 2.2946, acc: 0.1964
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1917
(TESTING) task: 2, epoch: 0/30, loss: 2.2946, acc: 0.1836
(TESTING) task: 2, epoch: 0/30, loss: 2.2943, acc: 0.1838
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1806
(TESTING) task: 2, epoch: 0/30, loss: 2.2946, acc: 0.1776
(TESTING) task: 2, epoch: 0/30, loss: 2.2943, acc: 0.1844
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1845
(TESTING) task: 2, epoch: 0/30, loss: 2.2947, acc: 0.1818
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1821
(TESTING) task: 2, epoch: 0/30, loss: 2.2945, acc: 0.1823
(TESTING) task: 2, epoch: 0/30, loss: 2.2942, acc: 0.1875
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1827
(TESTING) task: 2, epoch: 0/30, loss: 2.2943, acc: 0.1829
(TESTING) task: 2, epoch: 0/30, loss: 2.2945, acc: 0.1808
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1746
(TESTING) task: 2, epoch: 0/30, loss: 2.2943, acc: 0.1771
(TESTING) task: 2, epoch: 0/30, loss: 2.2945, acc: 0.1734
(TESTING) task: 2, epoch: 0/30, loss: 2.2947, acc: 0.1699
(TESTING) task: 2, epoch: 0/30, loss: 2.2949, acc: 0.1705
(TESTING) task: 2, epoch: 0/30, loss: 2.2948, acc: 0.1691
(TESTING) task: 2, epoch: 0/30, loss: 2.2946, acc: 0.1714
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1753
(TESTING) task: 2, epoch: 0/30, loss: 2.2945, acc: 0.1740
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1760
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1763
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1719
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1738
(TESTING) task: 2, epoch: 0/30, loss: 2.2943, acc: 0.1756
(TESTING) task: 2, epoch: 0/30, loss: 2.2941, acc: 0.1788
(TESTING) task: 2, epoch: 0/30, loss: 2.2941, acc: 0.1790
(TESTING) task: 2, epoch: 0/30, loss: 2.2940, acc: 0.1792
(TESTING) task: 2, epoch: 0/30, loss: 2.2940, acc: 0.1780
(TESTING) task: 2, epoch: 0/30, loss: 2.2940, acc: 0.1755
(TESTING) task: 2, epoch: 0/30, loss: 2.2941, acc: 0.1745
(TESTING) task: 2, epoch: 0/30, loss: 2.2940, acc: 0.1760
(TESTING) task: 2, epoch: 0/30, loss: 2.2939, acc: 0.1775
(TESTING) task: 2, epoch: 0/30, loss: 2.2940, acc: 0.1814
(TESTING) task: 2, epoch: 0/30, loss: 2.2940, acc: 0.1827
(TESTING) task: 2, epoch: 0/30, loss: 2.2941, acc: 0.1792
(TESTING) task: 2, epoch: 0/30, loss: 2.2942, acc: 0.1759
(TESTING) task: 2, epoch: 0/30, loss: 2.2943, acc: 0.1761
(TESTING) task: 2, epoch: 0/30, loss: 2.2943, acc: 0.1763
(TESTING) task: 2, epoch: 0/30, loss: 2.2942, acc: 0.1765
(TESTING) task: 2, epoch: 0/30, loss: 2.2943, acc: 0.1756
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1758
(TESTING) task: 2, epoch: 0/30, loss: 2.2945, acc: 0.1750
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1783
(TESTING) task: 2, epoch: 0/30, loss: 2.2944, acc: 0.1754
(TESTING) task: 2, epoch: 0/30, loss: 2.2945, acc: 0.1746
(TRAINING) task: 2, epoch: 1/30, loss: 2.2944, acc: 0.1328
(TRAINING) task: 2, epoch: 1/30, loss: 2.2944, acc: 0.1504
(TRAINING) task: 2, epoch: 1/30, loss: 2.2943, acc: 0.1523
(TRAINING) task: 2, epoch: 1/30, loss: 2.2940, acc: 0.1602
(TRAINING) task: 2, epoch: 1/30, loss: 2.2942, acc: 0.1625
(TRAINING) task: 2, epoch: 1/30, loss: 2.2939, acc: 0.1621
(TRAINING) task: 2, epoch: 1/30, loss: 2.2935, acc: 0.1685
(TRAINING) task: 2, epoch: 1/30, loss: 2.2933, acc: 0.1724
(TRAINING) task: 2, epoch: 1/30, loss: 2.2932, acc: 0.1762
(TRAINING) task: 2, epoch: 1/30, loss: 2.2927, acc: 0.1844
(TRAINING) task: 2, epoch: 1/30, loss: 2.2926, acc: 0.1850
(TRAINING) task: 2, epoch: 1/30, loss: 2.2922, acc: 0.1911
(TRAINING) task: 2, epoch: 1/30, loss: 2.2921, acc: 0.1950
(TRAINING) task: 2, epoch: 1/30, loss: 2.2919, acc: 0.2020
(TRAINING) task: 2, epoch: 1/30, loss: 2.2916, acc: 0.2042
(TRAINING) task: 2, epoch: 1/30, loss: 2.2914, acc: 0.2056
(TRAINING) task: 2, epoch: 1/30, loss: 2.2911, acc: 0.2107
(TRAINING) task: 2, epoch: 1/30, loss: 2.2907, acc: 0.2153
(TRAINING) task: 2, epoch: 1/30, loss: 2.2905, acc: 0.2167
(TRAINING) task: 2, epoch: 1/30, loss: 2.2903, acc: 0.2180
(TESTING) task: 2, epoch: 1/30, loss: 2.2822, acc: 0.3125
(TESTING) task: 2, epoch: 1/30, loss: 2.2830, acc: 0.2812
(TESTING) task: 2, epoch: 1/30, loss: 2.2820, acc: 0.2708
(TESTING) task: 2, epoch: 1/30, loss: 2.2854, acc: 0.2656
(TESTING) task: 2, epoch: 1/30, loss: 2.2869, acc: 0.2625
(TESTING) task: 2, epoch: 1/30, loss: 2.2881, acc: 0.2396
(TESTING) task: 2, epoch: 1/30, loss: 2.2886, acc: 0.2232
(TESTING) task: 2, epoch: 1/30, loss: 2.2884, acc: 0.2266
(TESTING) task: 2, epoch: 1/30, loss: 2.2885, acc: 0.2431
(TESTING) task: 2, epoch: 1/30, loss: 2.2879, acc: 0.2625
(TESTING) task: 2, epoch: 1/30, loss: 2.2874, acc: 0.2784
(TESTING) task: 2, epoch: 1/30, loss: 2.2869, acc: 0.2812
(TESTING) task: 2, epoch: 1/30, loss: 2.2867, acc: 0.2837
(TESTING) task: 2, epoch: 1/30, loss: 2.2869, acc: 0.2812
(TESTING) task: 2, epoch: 1/30, loss: 2.2870, acc: 0.2833
(TESTING) task: 2, epoch: 1/30, loss: 2.2877, acc: 0.2734
(TESTING) task: 2, epoch: 1/30, loss: 2.2874, acc: 0.2757
(TESTING) task: 2, epoch: 1/30, loss: 2.2874, acc: 0.2708
(TESTING) task: 2, epoch: 1/30, loss: 2.2877, acc: 0.2664
(TESTING) task: 2, epoch: 1/30, loss: 2.2876, acc: 0.2687
(TESTING) task: 2, epoch: 1/30, loss: 2.2874, acc: 0.2738
(TESTING) task: 2, epoch: 1/30, loss: 2.2872, acc: 0.2727
(TESTING) task: 2, epoch: 1/30, loss: 2.2871, acc: 0.2745
(TESTING) task: 2, epoch: 1/30, loss: 2.2865, acc: 0.2812
(TESTING) task: 2, epoch: 1/30, loss: 2.2868, acc: 0.2800
(TESTING) task: 2, epoch: 1/30, loss: 2.2865, acc: 0.2837
(TESTING) task: 2, epoch: 1/30, loss: 2.2862, acc: 0.2870
(TESTING) task: 2, epoch: 1/30, loss: 2.2859, acc: 0.2902
(TESTING) task: 2, epoch: 1/30, loss: 2.2864, acc: 0.2888
(TESTING) task: 2, epoch: 1/30, loss: 2.2860, acc: 0.2896
(TESTING) task: 2, epoch: 1/30, loss: 2.2862, acc: 0.2883
(TESTING) task: 2, epoch: 1/30, loss: 2.2860, acc: 0.2910
(TESTING) task: 2, epoch: 1/30, loss: 2.2862, acc: 0.2898
(TESTING) task: 2, epoch: 1/30, loss: 2.2865, acc: 0.2868
(TESTING) task: 2, epoch: 1/30, loss: 2.2866, acc: 0.2875
(TESTING) task: 2, epoch: 1/30, loss: 2.2865, acc: 0.2865
(TESTING) task: 2, epoch: 1/30, loss: 2.2864, acc: 0.2872
(TESTING) task: 2, epoch: 1/30, loss: 2.2861, acc: 0.2895
(TESTING) task: 2, epoch: 1/30, loss: 2.2861, acc: 0.2917
(TESTING) task: 2, epoch: 1/30, loss: 2.2861, acc: 0.2922
(TESTING) task: 2, epoch: 1/30, loss: 2.2861, acc: 0.2896
(TESTING) task: 2, epoch: 1/30, loss: 2.2860, acc: 0.2902
(TESTING) task: 2, epoch: 1/30, loss: 2.2857, acc: 0.2951
(TESTING) task: 2, epoch: 1/30, loss: 2.2857, acc: 0.2940
(TESTING) task: 2, epoch: 1/30, loss: 2.2858, acc: 0.2958
(TESTING) task: 2, epoch: 1/30, loss: 2.2860, acc: 0.2935
(TESTING) task: 2, epoch: 1/30, loss: 2.2858, acc: 0.2952
(TESTING) task: 2, epoch: 1/30, loss: 2.2857, acc: 0.2995
(TESTING) task: 2, epoch: 1/30, loss: 2.2856, acc: 0.3036
(TESTING) task: 2, epoch: 1/30, loss: 2.2858, acc: 0.3013
(TESTING) task: 2, epoch: 1/30, loss: 2.2859, acc: 0.2978
(TESTING) task: 2, epoch: 1/30, loss: 2.2859, acc: 0.2957
(TESTING) task: 2, epoch: 1/30, loss: 2.2860, acc: 0.2948
(TESTING) task: 2, epoch: 1/30, loss: 2.2861, acc: 0.2951
(TESTING) task: 2, epoch: 1/30, loss: 2.2860, acc: 0.2977
(TESTING) task: 2, epoch: 1/30, loss: 2.2859, acc: 0.2969
(TESTING) task: 2, epoch: 1/30, loss: 2.2858, acc: 0.2971
(TESTING) task: 2, epoch: 1/30, loss: 2.2858, acc: 0.2996
(TESTING) task: 2, epoch: 1/30, loss: 2.2858, acc: 0.2966
(TESTING) task: 2, epoch: 1/30, loss: 2.2859, acc: 0.2979
(TESTING) task: 2, epoch: 1/30, loss: 2.2860, acc: 0.2971
(TESTING) task: 2, epoch: 1/30, loss: 2.2861, acc: 0.2944
(TESTING) task: 2, epoch: 1/30, loss: 2.2861, acc: 0.2937
(TRAINING) task: 2, epoch: 2/30, loss: 2.2851, acc: 0.2930
(TRAINING) task: 2, epoch: 2/30, loss: 2.2849, acc: 0.2910
(TRAINING) task: 2, epoch: 2/30, loss: 2.2842, acc: 0.3112
(TRAINING) task: 2, epoch: 2/30, loss: 2.2843, acc: 0.3066
(TRAINING) task: 2, epoch: 2/30, loss: 2.2841, acc: 0.2992
(TRAINING) task: 2, epoch: 2/30, loss: 2.2838, acc: 0.3021
(TRAINING) task: 2, epoch: 2/30, loss: 2.2837, acc: 0.3064
(TRAINING) task: 2, epoch: 2/30, loss: 2.2833, acc: 0.3145
(TRAINING) task: 2, epoch: 2/30, loss: 2.2829, acc: 0.3225
(TRAINING) task: 2, epoch: 2/30, loss: 2.2828, acc: 0.3238
(TRAINING) task: 2, epoch: 2/30, loss: 2.2824, acc: 0.3274
(TRAINING) task: 2, epoch: 2/30, loss: 2.2821, acc: 0.3307
(TRAINING) task: 2, epoch: 2/30, loss: 2.2819, acc: 0.3344
(TRAINING) task: 2, epoch: 2/30, loss: 2.2819, acc: 0.3354
(TRAINING) task: 2, epoch: 2/30, loss: 2.2818, acc: 0.3383
(TRAINING) task: 2, epoch: 2/30, loss: 2.2817, acc: 0.3413
(TRAINING) task: 2, epoch: 2/30, loss: 2.2815, acc: 0.3433
(TRAINING) task: 2, epoch: 2/30, loss: 2.2813, acc: 0.3433
(TRAINING) task: 2, epoch: 2/30, loss: 2.2810, acc: 0.3462
(TRAINING) task: 2, epoch: 2/30, loss: 2.2808, acc: 0.3513
(TESTING) task: 2, epoch: 2/30, loss: 2.2827, acc: 0.3125
(TESTING) task: 2, epoch: 2/30, loss: 2.2827, acc: 0.3125
(TESTING) task: 2, epoch: 2/30, loss: 2.2769, acc: 0.3542
(TESTING) task: 2, epoch: 2/30, loss: 2.2764, acc: 0.4062
(TESTING) task: 2, epoch: 2/30, loss: 2.2761, acc: 0.4000
(TESTING) task: 2, epoch: 2/30, loss: 2.2751, acc: 0.4062
(TESTING) task: 2, epoch: 2/30, loss: 2.2753, acc: 0.4107
(TESTING) task: 2, epoch: 2/30, loss: 2.2734, acc: 0.4141
(TESTING) task: 2, epoch: 2/30, loss: 2.2721, acc: 0.4236
(TESTING) task: 2, epoch: 2/30, loss: 2.2715, acc: 0.4250
(TESTING) task: 2, epoch: 2/30, loss: 2.2730, acc: 0.3920
(TESTING) task: 2, epoch: 2/30, loss: 2.2720, acc: 0.4010
(TESTING) task: 2, epoch: 2/30, loss: 2.2719, acc: 0.4135
(TESTING) task: 2, epoch: 2/30, loss: 2.2721, acc: 0.4196
(TESTING) task: 2, epoch: 2/30, loss: 2.2729, acc: 0.4125
(TESTING) task: 2, epoch: 2/30, loss: 2.2724, acc: 0.4258
(TESTING) task: 2, epoch: 2/30, loss: 2.2731, acc: 0.4228
(TESTING) task: 2, epoch: 2/30, loss: 2.2734, acc: 0.4201
(TESTING) task: 2, epoch: 2/30, loss: 2.2729, acc: 0.4276
(TESTING) task: 2, epoch: 2/30, loss: 2.2735, acc: 0.4250
(TESTING) task: 2, epoch: 2/30, loss: 2.2735, acc: 0.4315
(TESTING) task: 2, epoch: 2/30, loss: 2.2738, acc: 0.4233
(TESTING) task: 2, epoch: 2/30, loss: 2.2738, acc: 0.4185
(TESTING) task: 2, epoch: 2/30, loss: 2.2746, acc: 0.4115
(TESTING) task: 2, epoch: 2/30, loss: 2.2744, acc: 0.4125
(TESTING) task: 2, epoch: 2/30, loss: 2.2744, acc: 0.4087
(TESTING) task: 2, epoch: 2/30, loss: 2.2743, acc: 0.4144
(TESTING) task: 2, epoch: 2/30, loss: 2.2742, acc: 0.4174
(TESTING) task: 2, epoch: 2/30, loss: 2.2747, acc: 0.4095
(TESTING) task: 2, epoch: 2/30, loss: 2.2748, acc: 0.4104
(TESTING) task: 2, epoch: 2/30, loss: 2.2754, acc: 0.4032
(TESTING) task: 2, epoch: 2/30, loss: 2.2751, acc: 0.4102
(TESTING) task: 2, epoch: 2/30, loss: 2.2751, acc: 0.4091
(TESTING) task: 2, epoch: 2/30, loss: 2.2752, acc: 0.4118
(TESTING) task: 2, epoch: 2/30, loss: 2.2753, acc: 0.4125
(TESTING) task: 2, epoch: 2/30, loss: 2.2755, acc: 0.4080
(TESTING) task: 2, epoch: 2/30, loss: 2.2758, acc: 0.4020
(TESTING) task: 2, epoch: 2/30, loss: 2.2760, acc: 0.3997
(TESTING) task: 2, epoch: 2/30, loss: 2.2763, acc: 0.3974
(TESTING) task: 2, epoch: 2/30, loss: 2.2762, acc: 0.3984
(TESTING) task: 2, epoch: 2/30, loss: 2.2764, acc: 0.3963
(TESTING) task: 2, epoch: 2/30, loss: 2.2763, acc: 0.3988
(TESTING) task: 2, epoch: 2/30, loss: 2.2765, acc: 0.3968
(TESTING) task: 2, epoch: 2/30, loss: 2.2764, acc: 0.3977
(TESTING) task: 2, epoch: 2/30, loss: 2.2762, acc: 0.4028
(TESTING) task: 2, epoch: 2/30, loss: 2.2764, acc: 0.4022
(TESTING) task: 2, epoch: 2/30, loss: 2.2762, acc: 0.4029
(TESTING) task: 2, epoch: 2/30, loss: 2.2761, acc: 0.4062
(TESTING) task: 2, epoch: 2/30, loss: 2.2761, acc: 0.4043
(TESTING) task: 2, epoch: 2/30, loss: 2.2764, acc: 0.4012
(TESTING) task: 2, epoch: 2/30, loss: 2.2764, acc: 0.4007
(TESTING) task: 2, epoch: 2/30, loss: 2.2764, acc: 0.4014
(TESTING) task: 2, epoch: 2/30, loss: 2.2765, acc: 0.4009
(TESTING) task: 2, epoch: 2/30, loss: 2.2765, acc: 0.4005
(TESTING) task: 2, epoch: 2/30, loss: 2.2764, acc: 0.4034
(TESTING) task: 2, epoch: 2/30, loss: 2.2764, acc: 0.4062
(TESTING) task: 2, epoch: 2/30, loss: 2.2764, acc: 0.4057
(TESTING) task: 2, epoch: 2/30, loss: 2.2765, acc: 0.4052
(TESTING) task: 2, epoch: 2/30, loss: 2.2761, acc: 0.4078
(TESTING) task: 2, epoch: 2/30, loss: 2.2763, acc: 0.4052
(TESTING) task: 2, epoch: 2/30, loss: 2.2761, acc: 0.4088
(TESTING) task: 2, epoch: 2/30, loss: 2.2762, acc: 0.4073
(TESTING) task: 2, epoch: 2/30, loss: 2.2763, acc: 0.4067
(TRAINING) task: 2, epoch: 3/30, loss: 2.2728, acc: 0.4453
(TRAINING) task: 2, epoch: 3/30, loss: 2.2743, acc: 0.4141
(TRAINING) task: 2, epoch: 3/30, loss: 2.2742, acc: 0.4193
(TRAINING) task: 2, epoch: 3/30, loss: 2.2747, acc: 0.4102
(TRAINING) task: 2, epoch: 3/30, loss: 2.2742, acc: 0.4148
(TRAINING) task: 2, epoch: 3/30, loss: 2.2737, acc: 0.4193
(TRAINING) task: 2, epoch: 3/30, loss: 2.2732, acc: 0.4258
(TRAINING) task: 2, epoch: 3/30, loss: 2.2731, acc: 0.4277
(TRAINING) task: 2, epoch: 3/30, loss: 2.2727, acc: 0.4319
(TRAINING) task: 2, epoch: 3/30, loss: 2.2724, acc: 0.4316
(TRAINING) task: 2, epoch: 3/30, loss: 2.2721, acc: 0.4325
(TRAINING) task: 2, epoch: 3/30, loss: 2.2717, acc: 0.4395
(TRAINING) task: 2, epoch: 3/30, loss: 2.2713, acc: 0.4420
(TRAINING) task: 2, epoch: 3/30, loss: 2.2712, acc: 0.4439
(TRAINING) task: 2, epoch: 3/30, loss: 2.2711, acc: 0.4419
(TRAINING) task: 2, epoch: 3/30, loss: 2.2708, acc: 0.4451
(TRAINING) task: 2, epoch: 3/30, loss: 2.2704, acc: 0.4478
(TRAINING) task: 2, epoch: 3/30, loss: 2.2698, acc: 0.4514
(TRAINING) task: 2, epoch: 3/30, loss: 2.2695, acc: 0.4539
(TRAINING) task: 2, epoch: 3/30, loss: 2.2692, acc: 0.4540
(TESTING) task: 2, epoch: 3/30, loss: 2.2704, acc: 0.3750
(TESTING) task: 2, epoch: 3/30, loss: 2.2665, acc: 0.4375
(TESTING) task: 2, epoch: 3/30, loss: 2.2669, acc: 0.4375
(TESTING) task: 2, epoch: 3/30, loss: 2.2684, acc: 0.4688
(TESTING) task: 2, epoch: 3/30, loss: 2.2674, acc: 0.4750
(TESTING) task: 2, epoch: 3/30, loss: 2.2685, acc: 0.4688
(TESTING) task: 2, epoch: 3/30, loss: 2.2698, acc: 0.4375
(TESTING) task: 2, epoch: 3/30, loss: 2.2668, acc: 0.4688
(TESTING) task: 2, epoch: 3/30, loss: 2.2685, acc: 0.4583
(TESTING) task: 2, epoch: 3/30, loss: 2.2671, acc: 0.4625
(TESTING) task: 2, epoch: 3/30, loss: 2.2674, acc: 0.4489
(TESTING) task: 2, epoch: 3/30, loss: 2.2677, acc: 0.4427
(TESTING) task: 2, epoch: 3/30, loss: 2.2686, acc: 0.4279
(TESTING) task: 2, epoch: 3/30, loss: 2.2691, acc: 0.4196
(TESTING) task: 2, epoch: 3/30, loss: 2.2683, acc: 0.4250
(TESTING) task: 2, epoch: 3/30, loss: 2.2680, acc: 0.4219
(TESTING) task: 2, epoch: 3/30, loss: 2.2674, acc: 0.4338
(TESTING) task: 2, epoch: 3/30, loss: 2.2670, acc: 0.4410
(TESTING) task: 2, epoch: 3/30, loss: 2.2669, acc: 0.4408
(TESTING) task: 2, epoch: 3/30, loss: 2.2672, acc: 0.4406
(TESTING) task: 2, epoch: 3/30, loss: 2.2672, acc: 0.4435
(TESTING) task: 2, epoch: 3/30, loss: 2.2669, acc: 0.4489
(TESTING) task: 2, epoch: 3/30, loss: 2.2664, acc: 0.4565
(TESTING) task: 2, epoch: 3/30, loss: 2.2655, acc: 0.4609
(TESTING) task: 2, epoch: 3/30, loss: 2.2652, acc: 0.4625
(TESTING) task: 2, epoch: 3/30, loss: 2.2651, acc: 0.4591
(TESTING) task: 2, epoch: 3/30, loss: 2.2651, acc: 0.4583
(TESTING) task: 2, epoch: 3/30, loss: 2.2649, acc: 0.4643
(TESTING) task: 2, epoch: 3/30, loss: 2.2650, acc: 0.4655
(TESTING) task: 2, epoch: 3/30, loss: 2.2649, acc: 0.4646
(TESTING) task: 2, epoch: 3/30, loss: 2.2654, acc: 0.4597
(TESTING) task: 2, epoch: 3/30, loss: 2.2654, acc: 0.4609
(TESTING) task: 2, epoch: 3/30, loss: 2.2648, acc: 0.4678
(TESTING) task: 2, epoch: 3/30, loss: 2.2644, acc: 0.4743
(TESTING) task: 2, epoch: 3/30, loss: 2.2646, acc: 0.4750
(TESTING) task: 2, epoch: 3/30, loss: 2.2644, acc: 0.4792
(TESTING) task: 2, epoch: 3/30, loss: 2.2644, acc: 0.4780
(TESTING) task: 2, epoch: 3/30, loss: 2.2641, acc: 0.4803
(TESTING) task: 2, epoch: 3/30, loss: 2.2638, acc: 0.4840
(TESTING) task: 2, epoch: 3/30, loss: 2.2643, acc: 0.4797
(TESTING) task: 2, epoch: 3/30, loss: 2.2638, acc: 0.4832
(TESTING) task: 2, epoch: 3/30, loss: 2.2643, acc: 0.4762
(TESTING) task: 2, epoch: 3/30, loss: 2.2642, acc: 0.4767
(TESTING) task: 2, epoch: 3/30, loss: 2.2640, acc: 0.4773
(TESTING) task: 2, epoch: 3/30, loss: 2.2636, acc: 0.4819
(TESTING) task: 2, epoch: 3/30, loss: 2.2638, acc: 0.4796
(TESTING) task: 2, epoch: 3/30, loss: 2.2638, acc: 0.4814
(TESTING) task: 2, epoch: 3/30, loss: 2.2636, acc: 0.4831
(TESTING) task: 2, epoch: 3/30, loss: 2.2634, acc: 0.4872
(TESTING) task: 2, epoch: 3/30, loss: 2.2636, acc: 0.4888
(TESTING) task: 2, epoch: 3/30, loss: 2.2635, acc: 0.4914
(TESTING) task: 2, epoch: 3/30, loss: 2.2634, acc: 0.4928
(TESTING) task: 2, epoch: 3/30, loss: 2.2635, acc: 0.4917
(TESTING) task: 2, epoch: 3/30, loss: 2.2632, acc: 0.4954
(TESTING) task: 2, epoch: 3/30, loss: 2.2631, acc: 0.4955
(TESTING) task: 2, epoch: 3/30, loss: 2.2634, acc: 0.4944
(TESTING) task: 2, epoch: 3/30, loss: 2.2632, acc: 0.4945
(TESTING) task: 2, epoch: 3/30, loss: 2.2631, acc: 0.4935
(TESTING) task: 2, epoch: 3/30, loss: 2.2631, acc: 0.4947
(TESTING) task: 2, epoch: 3/30, loss: 2.2636, acc: 0.4885
(TESTING) task: 2, epoch: 3/30, loss: 2.2637, acc: 0.4887
(TESTING) task: 2, epoch: 3/30, loss: 2.2638, acc: 0.4899
(TESTING) task: 2, epoch: 3/30, loss: 2.2639, acc: 0.4881
(TRAINING) task: 2, epoch: 4/30, loss: 2.2656, acc: 0.4648
(TRAINING) task: 2, epoch: 4/30, loss: 2.2629, acc: 0.4824
(TRAINING) task: 2, epoch: 4/30, loss: 2.2605, acc: 0.5000
(TRAINING) task: 2, epoch: 4/30, loss: 2.2601, acc: 0.5098
(TRAINING) task: 2, epoch: 4/30, loss: 2.2599, acc: 0.5148
(TRAINING) task: 2, epoch: 4/30, loss: 2.2597, acc: 0.5228
(TRAINING) task: 2, epoch: 4/30, loss: 2.2594, acc: 0.5195
(TRAINING) task: 2, epoch: 4/30, loss: 2.2594, acc: 0.5176
(TRAINING) task: 2, epoch: 4/30, loss: 2.2592, acc: 0.5187
(TRAINING) task: 2, epoch: 4/30, loss: 2.2587, acc: 0.5238
(TRAINING) task: 2, epoch: 4/30, loss: 2.2582, acc: 0.5259
(TRAINING) task: 2, epoch: 4/30, loss: 2.2576, acc: 0.5296
(TRAINING) task: 2, epoch: 4/30, loss: 2.2570, acc: 0.5319
(TRAINING) task: 2, epoch: 4/30, loss: 2.2565, acc: 0.5338
(TRAINING) task: 2, epoch: 4/30, loss: 2.2564, acc: 0.5344
(TRAINING) task: 2, epoch: 4/30, loss: 2.2563, acc: 0.5325
(TRAINING) task: 2, epoch: 4/30, loss: 2.2560, acc: 0.5354
(TRAINING) task: 2, epoch: 4/30, loss: 2.2557, acc: 0.5358
(TRAINING) task: 2, epoch: 4/30, loss: 2.2553, acc: 0.5370
(TRAINING) task: 2, epoch: 4/30, loss: 2.2551, acc: 0.5381
(TESTING) task: 2, epoch: 4/30, loss: 2.2407, acc: 0.6250
(TESTING) task: 2, epoch: 4/30, loss: 2.2441, acc: 0.6875
(TESTING) task: 2, epoch: 4/30, loss: 2.2504, acc: 0.6042
(TESTING) task: 2, epoch: 4/30, loss: 2.2486, acc: 0.5781
(TESTING) task: 2, epoch: 4/30, loss: 2.2497, acc: 0.5875
(TESTING) task: 2, epoch: 4/30, loss: 2.2471, acc: 0.5833
(TESTING) task: 2, epoch: 4/30, loss: 2.2502, acc: 0.5446
(TESTING) task: 2, epoch: 4/30, loss: 2.2502, acc: 0.5547
(TESTING) task: 2, epoch: 4/30, loss: 2.2518, acc: 0.5417
(TESTING) task: 2, epoch: 4/30, loss: 2.2522, acc: 0.5312
(TESTING) task: 2, epoch: 4/30, loss: 2.2531, acc: 0.5284
(TESTING) task: 2, epoch: 4/30, loss: 2.2529, acc: 0.5417
(TESTING) task: 2, epoch: 4/30, loss: 2.2519, acc: 0.5577
(TESTING) task: 2, epoch: 4/30, loss: 2.2494, acc: 0.5670
(TESTING) task: 2, epoch: 4/30, loss: 2.2496, acc: 0.5667
(TESTING) task: 2, epoch: 4/30, loss: 2.2492, acc: 0.5781
(TESTING) task: 2, epoch: 4/30, loss: 2.2480, acc: 0.5846
(TESTING) task: 2, epoch: 4/30, loss: 2.2476, acc: 0.5868
(TESTING) task: 2, epoch: 4/30, loss: 2.2483, acc: 0.5789
(TESTING) task: 2, epoch: 4/30, loss: 2.2484, acc: 0.5750
(TESTING) task: 2, epoch: 4/30, loss: 2.2490, acc: 0.5774
(TESTING) task: 2, epoch: 4/30, loss: 2.2497, acc: 0.5682
(TESTING) task: 2, epoch: 4/30, loss: 2.2503, acc: 0.5625
(TESTING) task: 2, epoch: 4/30, loss: 2.2505, acc: 0.5547
(TESTING) task: 2, epoch: 4/30, loss: 2.2507, acc: 0.5550
(TESTING) task: 2, epoch: 4/30, loss: 2.2502, acc: 0.5577
(TESTING) task: 2, epoch: 4/30, loss: 2.2495, acc: 0.5602
(TESTING) task: 2, epoch: 4/30, loss: 2.2490, acc: 0.5580
(TESTING) task: 2, epoch: 4/30, loss: 2.2489, acc: 0.5582
(TESTING) task: 2, epoch: 4/30, loss: 2.2484, acc: 0.5604
(TESTING) task: 2, epoch: 4/30, loss: 2.2492, acc: 0.5524
(TESTING) task: 2, epoch: 4/30, loss: 2.2483, acc: 0.5566
(TESTING) task: 2, epoch: 4/30, loss: 2.2486, acc: 0.5587
(TESTING) task: 2, epoch: 4/30, loss: 2.2484, acc: 0.5588
(TESTING) task: 2, epoch: 4/30, loss: 2.2484, acc: 0.5589
(TESTING) task: 2, epoch: 4/30, loss: 2.2481, acc: 0.5590
(TESTING) task: 2, epoch: 4/30, loss: 2.2480, acc: 0.5608
(TESTING) task: 2, epoch: 4/30, loss: 2.2479, acc: 0.5625
(TESTING) task: 2, epoch: 4/30, loss: 2.2482, acc: 0.5593
(TESTING) task: 2, epoch: 4/30, loss: 2.2481, acc: 0.5594
(TESTING) task: 2, epoch: 4/30, loss: 2.2487, acc: 0.5579
(TESTING) task: 2, epoch: 4/30, loss: 2.2492, acc: 0.5565
(TESTING) task: 2, epoch: 4/30, loss: 2.2493, acc: 0.5552
(TESTING) task: 2, epoch: 4/30, loss: 2.2492, acc: 0.5554
(TESTING) task: 2, epoch: 4/30, loss: 2.2490, acc: 0.5569
(TESTING) task: 2, epoch: 4/30, loss: 2.2491, acc: 0.5557
(TESTING) task: 2, epoch: 4/30, loss: 2.2493, acc: 0.5532
(TESTING) task: 2, epoch: 4/30, loss: 2.2495, acc: 0.5495
(TESTING) task: 2, epoch: 4/30, loss: 2.2495, acc: 0.5497
(TESTING) task: 2, epoch: 4/30, loss: 2.2494, acc: 0.5513
(TESTING) task: 2, epoch: 4/30, loss: 2.2496, acc: 0.5478
(TESTING) task: 2, epoch: 4/30, loss: 2.2494, acc: 0.5481
(TESTING) task: 2, epoch: 4/30, loss: 2.2497, acc: 0.5460
(TESTING) task: 2, epoch: 4/30, loss: 2.2496, acc: 0.5463
(TESTING) task: 2, epoch: 4/30, loss: 2.2498, acc: 0.5466
(TESTING) task: 2, epoch: 4/30, loss: 2.2499, acc: 0.5469
(TESTING) task: 2, epoch: 4/30, loss: 2.2498, acc: 0.5471
(TESTING) task: 2, epoch: 4/30, loss: 2.2498, acc: 0.5463
(TESTING) task: 2, epoch: 4/30, loss: 2.2496, acc: 0.5498
(TESTING) task: 2, epoch: 4/30, loss: 2.2494, acc: 0.5500
(TESTING) task: 2, epoch: 4/30, loss: 2.2495, acc: 0.5502
(TESTING) task: 2, epoch: 4/30, loss: 2.2491, acc: 0.5514
(TESTING) task: 2, epoch: 4/30, loss: 2.2493, acc: 0.5506
(TRAINING) task: 2, epoch: 5/30, loss: 2.2495, acc: 0.5664
(TRAINING) task: 2, epoch: 5/30, loss: 2.2500, acc: 0.5742
(TRAINING) task: 2, epoch: 5/30, loss: 2.2474, acc: 0.5807
(TRAINING) task: 2, epoch: 5/30, loss: 2.2475, acc: 0.5811
(TRAINING) task: 2, epoch: 5/30, loss: 2.2454, acc: 0.5945
(TRAINING) task: 2, epoch: 5/30, loss: 2.2445, acc: 0.5944
(TRAINING) task: 2, epoch: 5/30, loss: 2.2438, acc: 0.5938
(TRAINING) task: 2, epoch: 5/30, loss: 2.2435, acc: 0.5986
(TRAINING) task: 2, epoch: 5/30, loss: 2.2427, acc: 0.6016
(TRAINING) task: 2, epoch: 5/30, loss: 2.2422, acc: 0.6051
(TRAINING) task: 2, epoch: 5/30, loss: 2.2415, acc: 0.6097
(TRAINING) task: 2, epoch: 5/30, loss: 2.2413, acc: 0.6090
(TRAINING) task: 2, epoch: 5/30, loss: 2.2407, acc: 0.6088
(TRAINING) task: 2, epoch: 5/30, loss: 2.2401, acc: 0.6116
(TRAINING) task: 2, epoch: 5/30, loss: 2.2398, acc: 0.6128
(TRAINING) task: 2, epoch: 5/30, loss: 2.2397, acc: 0.6108
(TRAINING) task: 2, epoch: 5/30, loss: 2.2393, acc: 0.6135
(TRAINING) task: 2, epoch: 5/30, loss: 2.2388, acc: 0.6150
(TRAINING) task: 2, epoch: 5/30, loss: 2.2386, acc: 0.6174
(TRAINING) task: 2, epoch: 5/30, loss: 2.2381, acc: 0.6203
(TESTING) task: 2, epoch: 5/30, loss: 2.2504, acc: 0.4375
(TESTING) task: 2, epoch: 5/30, loss: 2.2487, acc: 0.4375
(TESTING) task: 2, epoch: 5/30, loss: 2.2429, acc: 0.5000
(TESTING) task: 2, epoch: 5/30, loss: 2.2296, acc: 0.5625
(TESTING) task: 2, epoch: 5/30, loss: 2.2326, acc: 0.5750
(TESTING) task: 2, epoch: 5/30, loss: 2.2320, acc: 0.5938
(TESTING) task: 2, epoch: 5/30, loss: 2.2253, acc: 0.6071
(TESTING) task: 2, epoch: 5/30, loss: 2.2297, acc: 0.5938
(TESTING) task: 2, epoch: 5/30, loss: 2.2309, acc: 0.5903
(TESTING) task: 2, epoch: 5/30, loss: 2.2329, acc: 0.5813
(TESTING) task: 2, epoch: 5/30, loss: 2.2323, acc: 0.5739
(TESTING) task: 2, epoch: 5/30, loss: 2.2328, acc: 0.5677
(TESTING) task: 2, epoch: 5/30, loss: 2.2334, acc: 0.5529
(TESTING) task: 2, epoch: 5/30, loss: 2.2339, acc: 0.5491
(TESTING) task: 2, epoch: 5/30, loss: 2.2323, acc: 0.5625
(TESTING) task: 2, epoch: 5/30, loss: 2.2341, acc: 0.5664
(TESTING) task: 2, epoch: 5/30, loss: 2.2317, acc: 0.5772
(TESTING) task: 2, epoch: 5/30, loss: 2.2293, acc: 0.5938
(TESTING) task: 2, epoch: 5/30, loss: 2.2296, acc: 0.5987
(TESTING) task: 2, epoch: 5/30, loss: 2.2291, acc: 0.6031
(TESTING) task: 2, epoch: 5/30, loss: 2.2302, acc: 0.6071
(TESTING) task: 2, epoch: 5/30, loss: 2.2301, acc: 0.6108
(TESTING) task: 2, epoch: 5/30, loss: 2.2298, acc: 0.6141
(TESTING) task: 2, epoch: 5/30, loss: 2.2300, acc: 0.6146
(TESTING) task: 2, epoch: 5/30, loss: 2.2306, acc: 0.6125
(TESTING) task: 2, epoch: 5/30, loss: 2.2307, acc: 0.6106
(TESTING) task: 2, epoch: 5/30, loss: 2.2310, acc: 0.6134
(TESTING) task: 2, epoch: 5/30, loss: 2.2311, acc: 0.6138
(TESTING) task: 2, epoch: 5/30, loss: 2.2312, acc: 0.6185
(TESTING) task: 2, epoch: 5/30, loss: 2.2317, acc: 0.6167
(TESTING) task: 2, epoch: 5/30, loss: 2.2314, acc: 0.6230
(TESTING) task: 2, epoch: 5/30, loss: 2.2309, acc: 0.6289
(TESTING) task: 2, epoch: 5/30, loss: 2.2315, acc: 0.6269
(TESTING) task: 2, epoch: 5/30, loss: 2.2319, acc: 0.6268
(TESTING) task: 2, epoch: 5/30, loss: 2.2324, acc: 0.6268
(TESTING) task: 2, epoch: 5/30, loss: 2.2334, acc: 0.6198
(TESTING) task: 2, epoch: 5/30, loss: 2.2327, acc: 0.6250
(TESTING) task: 2, epoch: 5/30, loss: 2.2327, acc: 0.6250
(TESTING) task: 2, epoch: 5/30, loss: 2.2327, acc: 0.6234
(TESTING) task: 2, epoch: 5/30, loss: 2.2327, acc: 0.6234
(TESTING) task: 2, epoch: 5/30, loss: 2.2324, acc: 0.6220
(TESTING) task: 2, epoch: 5/30, loss: 2.2326, acc: 0.6205
(TESTING) task: 2, epoch: 5/30, loss: 2.2324, acc: 0.6235
(TESTING) task: 2, epoch: 5/30, loss: 2.2323, acc: 0.6264
(TESTING) task: 2, epoch: 5/30, loss: 2.2326, acc: 0.6278
(TESTING) task: 2, epoch: 5/30, loss: 2.2322, acc: 0.6318
(TESTING) task: 2, epoch: 5/30, loss: 2.2322, acc: 0.6290
(TESTING) task: 2, epoch: 5/30, loss: 2.2323, acc: 0.6289
(TESTING) task: 2, epoch: 5/30, loss: 2.2326, acc: 0.6301
(TESTING) task: 2, epoch: 5/30, loss: 2.2326, acc: 0.6288
(TESTING) task: 2, epoch: 5/30, loss: 2.2325, acc: 0.6299
(TESTING) task: 2, epoch: 5/30, loss: 2.2328, acc: 0.6286
(TESTING) task: 2, epoch: 5/30, loss: 2.2325, acc: 0.6274
(TESTING) task: 2, epoch: 5/30, loss: 2.2326, acc: 0.6262
(TESTING) task: 2, epoch: 5/30, loss: 2.2330, acc: 0.6216
(TESTING) task: 2, epoch: 5/30, loss: 2.2322, acc: 0.6261
(TESTING) task: 2, epoch: 5/30, loss: 2.2320, acc: 0.6283
(TESTING) task: 2, epoch: 5/30, loss: 2.2318, acc: 0.6272
(TESTING) task: 2, epoch: 5/30, loss: 2.2321, acc: 0.6261
(TESTING) task: 2, epoch: 5/30, loss: 2.2323, acc: 0.6250
(TESTING) task: 2, epoch: 5/30, loss: 2.2322, acc: 0.6270
(TESTING) task: 2, epoch: 5/30, loss: 2.2323, acc: 0.6250
(TESTING) task: 2, epoch: 5/30, loss: 2.2321, acc: 0.6290
(TRAINING) task: 2, epoch: 6/30, loss: 2.2323, acc: 0.6680
(TRAINING) task: 2, epoch: 6/30, loss: 2.2316, acc: 0.6426
(TRAINING) task: 2, epoch: 6/30, loss: 2.2295, acc: 0.6458
(TRAINING) task: 2, epoch: 6/30, loss: 2.2291, acc: 0.6416
(TRAINING) task: 2, epoch: 6/30, loss: 2.2294, acc: 0.6477
(TRAINING) task: 2, epoch: 6/30, loss: 2.2282, acc: 0.6589
(TRAINING) task: 2, epoch: 6/30, loss: 2.2276, acc: 0.6574
(TRAINING) task: 2, epoch: 6/30, loss: 2.2265, acc: 0.6602
(TRAINING) task: 2, epoch: 6/30, loss: 2.2259, acc: 0.6662
(TRAINING) task: 2, epoch: 6/30, loss: 2.2252, acc: 0.6668
(TRAINING) task: 2, epoch: 6/30, loss: 2.2244, acc: 0.6705
(TRAINING) task: 2, epoch: 6/30, loss: 2.2243, acc: 0.6729
(TRAINING) task: 2, epoch: 6/30, loss: 2.2238, acc: 0.6782
(TRAINING) task: 2, epoch: 6/30, loss: 2.2229, acc: 0.6822
(TRAINING) task: 2, epoch: 6/30, loss: 2.2217, acc: 0.6839
(TRAINING) task: 2, epoch: 6/30, loss: 2.2212, acc: 0.6873
(TRAINING) task: 2, epoch: 6/30, loss: 2.2208, acc: 0.6870
(TRAINING) task: 2, epoch: 6/30, loss: 2.2204, acc: 0.6877
(TRAINING) task: 2, epoch: 6/30, loss: 2.2196, acc: 0.6896
(TRAINING) task: 2, epoch: 6/30, loss: 2.2190, acc: 0.6900
(TESTING) task: 2, epoch: 6/30, loss: 2.2238, acc: 0.5625
(TESTING) task: 2, epoch: 6/30, loss: 2.2280, acc: 0.6562
(TESTING) task: 2, epoch: 6/30, loss: 2.2174, acc: 0.6667
(TESTING) task: 2, epoch: 6/30, loss: 2.2109, acc: 0.7031
(TESTING) task: 2, epoch: 6/30, loss: 2.2050, acc: 0.7375
(TESTING) task: 2, epoch: 6/30, loss: 2.2022, acc: 0.7708
(TESTING) task: 2, epoch: 6/30, loss: 2.2059, acc: 0.7679
(TESTING) task: 2, epoch: 6/30, loss: 2.2099, acc: 0.7578
(TESTING) task: 2, epoch: 6/30, loss: 2.2074, acc: 0.7569
(TESTING) task: 2, epoch: 6/30, loss: 2.2056, acc: 0.7562
(TESTING) task: 2, epoch: 6/30, loss: 2.2052, acc: 0.7443
(TESTING) task: 2, epoch: 6/30, loss: 2.2092, acc: 0.7188
(TESTING) task: 2, epoch: 6/30, loss: 2.2077, acc: 0.7308
(TESTING) task: 2, epoch: 6/30, loss: 2.2085, acc: 0.7232
(TESTING) task: 2, epoch: 6/30, loss: 2.2083, acc: 0.7250
(TESTING) task: 2, epoch: 6/30, loss: 2.2074, acc: 0.7266
(TESTING) task: 2, epoch: 6/30, loss: 2.2077, acc: 0.7316
(TESTING) task: 2, epoch: 6/30, loss: 2.2089, acc: 0.7292
(TESTING) task: 2, epoch: 6/30, loss: 2.2086, acc: 0.7303
(TESTING) task: 2, epoch: 6/30, loss: 2.2092, acc: 0.7281
(TESTING) task: 2, epoch: 6/30, loss: 2.2087, acc: 0.7321
(TESTING) task: 2, epoch: 6/30, loss: 2.2093, acc: 0.7273
(TESTING) task: 2, epoch: 6/30, loss: 2.2091, acc: 0.7255
(TESTING) task: 2, epoch: 6/30, loss: 2.2088, acc: 0.7318
(TESTING) task: 2, epoch: 6/30, loss: 2.2093, acc: 0.7325
(TESTING) task: 2, epoch: 6/30, loss: 2.2098, acc: 0.7260
(TESTING) task: 2, epoch: 6/30, loss: 2.2096, acc: 0.7245
(TESTING) task: 2, epoch: 6/30, loss: 2.2086, acc: 0.7232
(TESTING) task: 2, epoch: 6/30, loss: 2.2093, acc: 0.7220
(TESTING) task: 2, epoch: 6/30, loss: 2.2092, acc: 0.7229
(TESTING) task: 2, epoch: 6/30, loss: 2.2089, acc: 0.7198
(TESTING) task: 2, epoch: 6/30, loss: 2.2096, acc: 0.7168
(TESTING) task: 2, epoch: 6/30, loss: 2.2089, acc: 0.7216
(TESTING) task: 2, epoch: 6/30, loss: 2.2091, acc: 0.7224
(TESTING) task: 2, epoch: 6/30, loss: 2.2086, acc: 0.7232
(TESTING) task: 2, epoch: 6/30, loss: 2.2085, acc: 0.7222
(TESTING) task: 2, epoch: 6/30, loss: 2.2088, acc: 0.7213
(TESTING) task: 2, epoch: 6/30, loss: 2.2089, acc: 0.7204
(TESTING) task: 2, epoch: 6/30, loss: 2.2098, acc: 0.7147
(TESTING) task: 2, epoch: 6/30, loss: 2.2106, acc: 0.7109
(TESTING) task: 2, epoch: 6/30, loss: 2.2114, acc: 0.7104
(TESTING) task: 2, epoch: 6/30, loss: 2.2108, acc: 0.7128
(TESTING) task: 2, epoch: 6/30, loss: 2.2106, acc: 0.7108
(TESTING) task: 2, epoch: 6/30, loss: 2.2107, acc: 0.7102
(TESTING) task: 2, epoch: 6/30, loss: 2.2110, acc: 0.7097
(TESTING) task: 2, epoch: 6/30, loss: 2.2109, acc: 0.7106
(TESTING) task: 2, epoch: 6/30, loss: 2.2114, acc: 0.7074
(TESTING) task: 2, epoch: 6/30, loss: 2.2114, acc: 0.7096
(TESTING) task: 2, epoch: 6/30, loss: 2.2114, acc: 0.7092
(TESTING) task: 2, epoch: 6/30, loss: 2.2114, acc: 0.7063
(TESTING) task: 2, epoch: 6/30, loss: 2.2114, acc: 0.7071
(TESTING) task: 2, epoch: 6/30, loss: 2.2113, acc: 0.7067
(TESTING) task: 2, epoch: 6/30, loss: 2.2117, acc: 0.7075
(TESTING) task: 2, epoch: 6/30, loss: 2.2119, acc: 0.7060
(TESTING) task: 2, epoch: 6/30, loss: 2.2122, acc: 0.7045
(TESTING) task: 2, epoch: 6/30, loss: 2.2123, acc: 0.7054
(TESTING) task: 2, epoch: 6/30, loss: 2.2125, acc: 0.7061
(TESTING) task: 2, epoch: 6/30, loss: 2.2129, acc: 0.7026
(TESTING) task: 2, epoch: 6/30, loss: 2.2129, acc: 0.7013
(TESTING) task: 2, epoch: 6/30, loss: 2.2130, acc: 0.6979
(TESTING) task: 2, epoch: 6/30, loss: 2.2128, acc: 0.6967
(TESTING) task: 2, epoch: 6/30, loss: 2.2130, acc: 0.6966
(TESTING) task: 2, epoch: 6/30, loss: 2.2130, acc: 0.6954
(TRAINING) task: 2, epoch: 7/30, loss: 2.2008, acc: 0.7500
(TRAINING) task: 2, epoch: 7/30, loss: 2.2064, acc: 0.7344
(TRAINING) task: 2, epoch: 7/30, loss: 2.2051, acc: 0.7305
(TRAINING) task: 2, epoch: 7/30, loss: 2.2078, acc: 0.7178
(TRAINING) task: 2, epoch: 7/30, loss: 2.2073, acc: 0.7195
(TRAINING) task: 2, epoch: 7/30, loss: 2.2074, acc: 0.7253
(TRAINING) task: 2, epoch: 7/30, loss: 2.2066, acc: 0.7232
(TRAINING) task: 2, epoch: 7/30, loss: 2.2060, acc: 0.7227
(TRAINING) task: 2, epoch: 7/30, loss: 2.2051, acc: 0.7257
(TRAINING) task: 2, epoch: 7/30, loss: 2.2045, acc: 0.7301
(TRAINING) task: 2, epoch: 7/30, loss: 2.2041, acc: 0.7312
(TRAINING) task: 2, epoch: 7/30, loss: 2.2037, acc: 0.7301
(TRAINING) task: 2, epoch: 7/30, loss: 2.2025, acc: 0.7332
(TRAINING) task: 2, epoch: 7/30, loss: 2.2019, acc: 0.7363
(TRAINING) task: 2, epoch: 7/30, loss: 2.2012, acc: 0.7391
(TRAINING) task: 2, epoch: 7/30, loss: 2.2007, acc: 0.7390
(TRAINING) task: 2, epoch: 7/30, loss: 2.2005, acc: 0.7381
(TRAINING) task: 2, epoch: 7/30, loss: 2.1994, acc: 0.7383
(TRAINING) task: 2, epoch: 7/30, loss: 2.1988, acc: 0.7385
(TRAINING) task: 2, epoch: 7/30, loss: 2.1978, acc: 0.7431
(TESTING) task: 2, epoch: 7/30, loss: 2.1892, acc: 0.6875
(TESTING) task: 2, epoch: 7/30, loss: 2.1852, acc: 0.7188
(TESTING) task: 2, epoch: 7/30, loss: 2.1901, acc: 0.7292
(TESTING) task: 2, epoch: 7/30, loss: 2.1983, acc: 0.7031
(TESTING) task: 2, epoch: 7/30, loss: 2.1927, acc: 0.7125
(TESTING) task: 2, epoch: 7/30, loss: 2.1905, acc: 0.7292
(TESTING) task: 2, epoch: 7/30, loss: 2.1962, acc: 0.7054
(TESTING) task: 2, epoch: 7/30, loss: 2.1980, acc: 0.7031
(TESTING) task: 2, epoch: 7/30, loss: 2.2010, acc: 0.7014
(TESTING) task: 2, epoch: 7/30, loss: 2.2016, acc: 0.7000
(TESTING) task: 2, epoch: 7/30, loss: 2.2020, acc: 0.7045
(TESTING) task: 2, epoch: 7/30, loss: 2.2015, acc: 0.7083
(TESTING) task: 2, epoch: 7/30, loss: 2.2041, acc: 0.6971
(TESTING) task: 2, epoch: 7/30, loss: 2.2025, acc: 0.7098
(TESTING) task: 2, epoch: 7/30, loss: 2.1987, acc: 0.7125
(TESTING) task: 2, epoch: 7/30, loss: 2.1977, acc: 0.7109
(TESTING) task: 2, epoch: 7/30, loss: 2.1992, acc: 0.7169
(TESTING) task: 2, epoch: 7/30, loss: 2.1995, acc: 0.7153
(TESTING) task: 2, epoch: 7/30, loss: 2.2009, acc: 0.7105
(TESTING) task: 2, epoch: 7/30, loss: 2.2004, acc: 0.7188
(TESTING) task: 2, epoch: 7/30, loss: 2.1999, acc: 0.7232
(TESTING) task: 2, epoch: 7/30, loss: 2.2013, acc: 0.7159
(TESTING) task: 2, epoch: 7/30, loss: 2.2005, acc: 0.7201
(TESTING) task: 2, epoch: 7/30, loss: 2.2000, acc: 0.7161
(TESTING) task: 2, epoch: 7/30, loss: 2.1987, acc: 0.7150
(TESTING) task: 2, epoch: 7/30, loss: 2.1985, acc: 0.7139
(TESTING) task: 2, epoch: 7/30, loss: 2.1980, acc: 0.7130
(TESTING) task: 2, epoch: 7/30, loss: 2.1972, acc: 0.7210
(TESTING) task: 2, epoch: 7/30, loss: 2.1967, acc: 0.7263
(TESTING) task: 2, epoch: 7/30, loss: 2.1953, acc: 0.7292
(TESTING) task: 2, epoch: 7/30, loss: 2.1959, acc: 0.7298
(TESTING) task: 2, epoch: 7/30, loss: 2.1967, acc: 0.7285
(TESTING) task: 2, epoch: 7/30, loss: 2.1964, acc: 0.7273
(TESTING) task: 2, epoch: 7/30, loss: 2.1964, acc: 0.7261
(TESTING) task: 2, epoch: 7/30, loss: 2.1963, acc: 0.7286
(TESTING) task: 2, epoch: 7/30, loss: 2.1959, acc: 0.7274
(TESTING) task: 2, epoch: 7/30, loss: 2.1951, acc: 0.7314
(TESTING) task: 2, epoch: 7/30, loss: 2.1955, acc: 0.7319
(TESTING) task: 2, epoch: 7/30, loss: 2.1950, acc: 0.7324
(TESTING) task: 2, epoch: 7/30, loss: 2.1953, acc: 0.7328
(TESTING) task: 2, epoch: 7/30, loss: 2.1953, acc: 0.7348
(TESTING) task: 2, epoch: 7/30, loss: 2.1942, acc: 0.7351
(TESTING) task: 2, epoch: 7/30, loss: 2.1939, acc: 0.7369
(TESTING) task: 2, epoch: 7/30, loss: 2.1934, acc: 0.7401
(TESTING) task: 2, epoch: 7/30, loss: 2.1931, acc: 0.7444
(TESTING) task: 2, epoch: 7/30, loss: 2.1932, acc: 0.7446
(TESTING) task: 2, epoch: 7/30, loss: 2.1921, acc: 0.7434
(TESTING) task: 2, epoch: 7/30, loss: 2.1924, acc: 0.7422
(TESTING) task: 2, epoch: 7/30, loss: 2.1920, acc: 0.7423
(TESTING) task: 2, epoch: 7/30, loss: 2.1920, acc: 0.7425
(TESTING) task: 2, epoch: 7/30, loss: 2.1921, acc: 0.7402
(TESTING) task: 2, epoch: 7/30, loss: 2.1918, acc: 0.7416
(TESTING) task: 2, epoch: 7/30, loss: 2.1922, acc: 0.7417
(TESTING) task: 2, epoch: 7/30, loss: 2.1915, acc: 0.7419
(TESTING) task: 2, epoch: 7/30, loss: 2.1915, acc: 0.7375
(TESTING) task: 2, epoch: 7/30, loss: 2.1912, acc: 0.7377
(TESTING) task: 2, epoch: 7/30, loss: 2.1906, acc: 0.7390
(TESTING) task: 2, epoch: 7/30, loss: 2.1910, acc: 0.7371
(TESTING) task: 2, epoch: 7/30, loss: 2.1911, acc: 0.7373
(TESTING) task: 2, epoch: 7/30, loss: 2.1908, acc: 0.7375
(TESTING) task: 2, epoch: 7/30, loss: 2.1911, acc: 0.7387
(TESTING) task: 2, epoch: 7/30, loss: 2.1908, acc: 0.7399
(TESTING) task: 2, epoch: 7/30, loss: 2.1918, acc: 0.7401
(TRAINING) task: 2, epoch: 8/30, loss: 2.1850, acc: 0.7695
(TRAINING) task: 2, epoch: 8/30, loss: 2.1802, acc: 0.7812
(TRAINING) task: 2, epoch: 8/30, loss: 2.1811, acc: 0.7747
(TRAINING) task: 2, epoch: 8/30, loss: 2.1815, acc: 0.7705
(TRAINING) task: 2, epoch: 8/30, loss: 2.1806, acc: 0.7703
(TRAINING) task: 2, epoch: 8/30, loss: 2.1806, acc: 0.7682
(TRAINING) task: 2, epoch: 8/30, loss: 2.1798, acc: 0.7701
(TRAINING) task: 2, epoch: 8/30, loss: 2.1806, acc: 0.7720
(TRAINING) task: 2, epoch: 8/30, loss: 2.1799, acc: 0.7739
(TRAINING) task: 2, epoch: 8/30, loss: 2.1803, acc: 0.7734
(TRAINING) task: 2, epoch: 8/30, loss: 2.1795, acc: 0.7777
(TRAINING) task: 2, epoch: 8/30, loss: 2.1799, acc: 0.7715
(TRAINING) task: 2, epoch: 8/30, loss: 2.1795, acc: 0.7752
(TRAINING) task: 2, epoch: 8/30, loss: 2.1790, acc: 0.7748
(TRAINING) task: 2, epoch: 8/30, loss: 2.1784, acc: 0.7779
(TRAINING) task: 2, epoch: 8/30, loss: 2.1776, acc: 0.7798
(TRAINING) task: 2, epoch: 8/30, loss: 2.1765, acc: 0.7831
(TRAINING) task: 2, epoch: 8/30, loss: 2.1760, acc: 0.7819
(TRAINING) task: 2, epoch: 8/30, loss: 2.1752, acc: 0.7837
(TRAINING) task: 2, epoch: 8/30, loss: 2.1742, acc: 0.7828
(TESTING) task: 2, epoch: 8/30, loss: 2.1754, acc: 0.7500
(TESTING) task: 2, epoch: 8/30, loss: 2.1827, acc: 0.7812
(TESTING) task: 2, epoch: 8/30, loss: 2.1800, acc: 0.7917
(TESTING) task: 2, epoch: 8/30, loss: 2.1662, acc: 0.8281
(TESTING) task: 2, epoch: 8/30, loss: 2.1590, acc: 0.8125
(TESTING) task: 2, epoch: 8/30, loss: 2.1616, acc: 0.8125
(TESTING) task: 2, epoch: 8/30, loss: 2.1613, acc: 0.8036
(TESTING) task: 2, epoch: 8/30, loss: 2.1637, acc: 0.7969
(TESTING) task: 2, epoch: 8/30, loss: 2.1672, acc: 0.7708
(TESTING) task: 2, epoch: 8/30, loss: 2.1679, acc: 0.7750
(TESTING) task: 2, epoch: 8/30, loss: 2.1681, acc: 0.7784
(TESTING) task: 2, epoch: 8/30, loss: 2.1696, acc: 0.7708
(TESTING) task: 2, epoch: 8/30, loss: 2.1654, acc: 0.7788
(TESTING) task: 2, epoch: 8/30, loss: 2.1600, acc: 0.7857
(TESTING) task: 2, epoch: 8/30, loss: 2.1579, acc: 0.7875
(TESTING) task: 2, epoch: 8/30, loss: 2.1598, acc: 0.7891
(TESTING) task: 2, epoch: 8/30, loss: 2.1588, acc: 0.7941
(TESTING) task: 2, epoch: 8/30, loss: 2.1576, acc: 0.8021
(TESTING) task: 2, epoch: 8/30, loss: 2.1592, acc: 0.7961
(TESTING) task: 2, epoch: 8/30, loss: 2.1590, acc: 0.8000
(TESTING) task: 2, epoch: 8/30, loss: 2.1570, acc: 0.8095
(TESTING) task: 2, epoch: 8/30, loss: 2.1581, acc: 0.8068
(TESTING) task: 2, epoch: 8/30, loss: 2.1611, acc: 0.8016
(TESTING) task: 2, epoch: 8/30, loss: 2.1636, acc: 0.7995
(TESTING) task: 2, epoch: 8/30, loss: 2.1641, acc: 0.7950
(TESTING) task: 2, epoch: 8/30, loss: 2.1655, acc: 0.7957
(TESTING) task: 2, epoch: 8/30, loss: 2.1652, acc: 0.7963
(TESTING) task: 2, epoch: 8/30, loss: 2.1647, acc: 0.7946
(TESTING) task: 2, epoch: 8/30, loss: 2.1646, acc: 0.7974
(TESTING) task: 2, epoch: 8/30, loss: 2.1644, acc: 0.7958
(TESTING) task: 2, epoch: 8/30, loss: 2.1641, acc: 0.7903
(TESTING) task: 2, epoch: 8/30, loss: 2.1643, acc: 0.7910
(TESTING) task: 2, epoch: 8/30, loss: 2.1652, acc: 0.7860
(TESTING) task: 2, epoch: 8/30, loss: 2.1661, acc: 0.7831
(TESTING) task: 2, epoch: 8/30, loss: 2.1669, acc: 0.7786
(TESTING) task: 2, epoch: 8/30, loss: 2.1672, acc: 0.7795
(TESTING) task: 2, epoch: 8/30, loss: 2.1649, acc: 0.7821
(TESTING) task: 2, epoch: 8/30, loss: 2.1649, acc: 0.7812
(TESTING) task: 2, epoch: 8/30, loss: 2.1649, acc: 0.7788
(TESTING) task: 2, epoch: 8/30, loss: 2.1662, acc: 0.7734
(TESTING) task: 2, epoch: 8/30, loss: 2.1654, acc: 0.7713
(TESTING) task: 2, epoch: 8/30, loss: 2.1643, acc: 0.7753
(TESTING) task: 2, epoch: 8/30, loss: 2.1650, acc: 0.7733
(TESTING) task: 2, epoch: 8/30, loss: 2.1654, acc: 0.7741
(TESTING) task: 2, epoch: 8/30, loss: 2.1657, acc: 0.7778
(TESTING) task: 2, epoch: 8/30, loss: 2.1652, acc: 0.7772
(TESTING) task: 2, epoch: 8/30, loss: 2.1653, acc: 0.7779
(TESTING) task: 2, epoch: 8/30, loss: 2.1653, acc: 0.7786
(TESTING) task: 2, epoch: 8/30, loss: 2.1662, acc: 0.7742
(TESTING) task: 2, epoch: 8/30, loss: 2.1669, acc: 0.7725
(TESTING) task: 2, epoch: 8/30, loss: 2.1675, acc: 0.7708
(TESTING) task: 2, epoch: 8/30, loss: 2.1672, acc: 0.7716
(TESTING) task: 2, epoch: 8/30, loss: 2.1670, acc: 0.7736
(TESTING) task: 2, epoch: 8/30, loss: 2.1675, acc: 0.7720
(TESTING) task: 2, epoch: 8/30, loss: 2.1684, acc: 0.7693
(TESTING) task: 2, epoch: 8/30, loss: 2.1683, acc: 0.7701
(TESTING) task: 2, epoch: 8/30, loss: 2.1685, acc: 0.7697
(TESTING) task: 2, epoch: 8/30, loss: 2.1684, acc: 0.7694
(TESTING) task: 2, epoch: 8/30, loss: 2.1681, acc: 0.7712
(TESTING) task: 2, epoch: 8/30, loss: 2.1672, acc: 0.7729
(TESTING) task: 2, epoch: 8/30, loss: 2.1671, acc: 0.7736
(TESTING) task: 2, epoch: 8/30, loss: 2.1673, acc: 0.7702
(TESTING) task: 2, epoch: 8/30, loss: 2.1675, acc: 0.7698
(TRAINING) task: 2, epoch: 9/30, loss: 2.1592, acc: 0.8086
(TRAINING) task: 2, epoch: 9/30, loss: 2.1592, acc: 0.8047
(TRAINING) task: 2, epoch: 9/30, loss: 2.1588, acc: 0.7969
(TRAINING) task: 2, epoch: 9/30, loss: 2.1588, acc: 0.7930
(TRAINING) task: 2, epoch: 9/30, loss: 2.1580, acc: 0.7953
(TRAINING) task: 2, epoch: 9/30, loss: 2.1572, acc: 0.8014
(TRAINING) task: 2, epoch: 9/30, loss: 2.1564, acc: 0.8086
(TRAINING) task: 2, epoch: 9/30, loss: 2.1566, acc: 0.8057
(TRAINING) task: 2, epoch: 9/30, loss: 2.1573, acc: 0.7969
(TRAINING) task: 2, epoch: 9/30, loss: 2.1568, acc: 0.8020
(TRAINING) task: 2, epoch: 9/30, loss: 2.1565, acc: 0.8047
(TRAINING) task: 2, epoch: 9/30, loss: 2.1545, acc: 0.8092
(TRAINING) task: 2, epoch: 9/30, loss: 2.1531, acc: 0.8107
(TRAINING) task: 2, epoch: 9/30, loss: 2.1527, acc: 0.8108
(TRAINING) task: 2, epoch: 9/30, loss: 2.1530, acc: 0.8094
(TRAINING) task: 2, epoch: 9/30, loss: 2.1524, acc: 0.8103
(TRAINING) task: 2, epoch: 9/30, loss: 2.1512, acc: 0.8109
(TRAINING) task: 2, epoch: 9/30, loss: 2.1509, acc: 0.8084
(TRAINING) task: 2, epoch: 9/30, loss: 2.1503, acc: 0.8080
(TRAINING) task: 2, epoch: 9/30, loss: 2.1485, acc: 0.8084
(TESTING) task: 2, epoch: 9/30, loss: 2.0661, acc: 0.9375
(TESTING) task: 2, epoch: 9/30, loss: 2.1024, acc: 0.8750
(TESTING) task: 2, epoch: 9/30, loss: 2.1212, acc: 0.8542
(TESTING) task: 2, epoch: 9/30, loss: 2.1314, acc: 0.8438
(TESTING) task: 2, epoch: 9/30, loss: 2.1412, acc: 0.8250
(TESTING) task: 2, epoch: 9/30, loss: 2.1426, acc: 0.8333
(TESTING) task: 2, epoch: 9/30, loss: 2.1533, acc: 0.8214
(TESTING) task: 2, epoch: 9/30, loss: 2.1536, acc: 0.8203
(TESTING) task: 2, epoch: 9/30, loss: 2.1510, acc: 0.8125
(TESTING) task: 2, epoch: 9/30, loss: 2.1525, acc: 0.8187
(TESTING) task: 2, epoch: 9/30, loss: 2.1471, acc: 0.8125
(TESTING) task: 2, epoch: 9/30, loss: 2.1505, acc: 0.8125
(TESTING) task: 2, epoch: 9/30, loss: 2.1530, acc: 0.8125
(TESTING) task: 2, epoch: 9/30, loss: 2.1514, acc: 0.8080
(TESTING) task: 2, epoch: 9/30, loss: 2.1514, acc: 0.8000
(TESTING) task: 2, epoch: 9/30, loss: 2.1468, acc: 0.8086
(TESTING) task: 2, epoch: 9/30, loss: 2.1495, acc: 0.7941
(TESTING) task: 2, epoch: 9/30, loss: 2.1501, acc: 0.7917
(TESTING) task: 2, epoch: 9/30, loss: 2.1457, acc: 0.7928
(TESTING) task: 2, epoch: 9/30, loss: 2.1438, acc: 0.8000
(TESTING) task: 2, epoch: 9/30, loss: 2.1424, acc: 0.7976
(TESTING) task: 2, epoch: 9/30, loss: 2.1451, acc: 0.7926
(TESTING) task: 2, epoch: 9/30, loss: 2.1426, acc: 0.7935
(TESTING) task: 2, epoch: 9/30, loss: 2.1424, acc: 0.7943
(TESTING) task: 2, epoch: 9/30, loss: 2.1432, acc: 0.7900
(TESTING) task: 2, epoch: 9/30, loss: 2.1424, acc: 0.7957
(TESTING) task: 2, epoch: 9/30, loss: 2.1416, acc: 0.7963
(TESTING) task: 2, epoch: 9/30, loss: 2.1427, acc: 0.8013
(TESTING) task: 2, epoch: 9/30, loss: 2.1434, acc: 0.7974
(TESTING) task: 2, epoch: 9/30, loss: 2.1450, acc: 0.7917
(TESTING) task: 2, epoch: 9/30, loss: 2.1428, acc: 0.7944
(TESTING) task: 2, epoch: 9/30, loss: 2.1434, acc: 0.7871
(TESTING) task: 2, epoch: 9/30, loss: 2.1421, acc: 0.7860
(TESTING) task: 2, epoch: 9/30, loss: 2.1409, acc: 0.7886
(TESTING) task: 2, epoch: 9/30, loss: 2.1413, acc: 0.7893
(TESTING) task: 2, epoch: 9/30, loss: 2.1424, acc: 0.7865
(TESTING) task: 2, epoch: 9/30, loss: 2.1432, acc: 0.7855
(TESTING) task: 2, epoch: 9/30, loss: 2.1444, acc: 0.7812
(TESTING) task: 2, epoch: 9/30, loss: 2.1434, acc: 0.7804
(TESTING) task: 2, epoch: 9/30, loss: 2.1428, acc: 0.7797
(TESTING) task: 2, epoch: 9/30, loss: 2.1424, acc: 0.7835
(TESTING) task: 2, epoch: 9/30, loss: 2.1419, acc: 0.7857
(TESTING) task: 2, epoch: 9/30, loss: 2.1415, acc: 0.7863
(TESTING) task: 2, epoch: 9/30, loss: 2.1422, acc: 0.7855
(TESTING) task: 2, epoch: 9/30, loss: 2.1422, acc: 0.7875
(TESTING) task: 2, epoch: 9/30, loss: 2.1418, acc: 0.7867
(TESTING) task: 2, epoch: 9/30, loss: 2.1418, acc: 0.7859
(TESTING) task: 2, epoch: 9/30, loss: 2.1420, acc: 0.7826
(TESTING) task: 2, epoch: 9/30, loss: 2.1412, acc: 0.7832
(TESTING) task: 2, epoch: 9/30, loss: 2.1424, acc: 0.7812
(TESTING) task: 2, epoch: 9/30, loss: 2.1420, acc: 0.7806
(TESTING) task: 2, epoch: 9/30, loss: 2.1432, acc: 0.7788
(TESTING) task: 2, epoch: 9/30, loss: 2.1428, acc: 0.7783
(TESTING) task: 2, epoch: 9/30, loss: 2.1430, acc: 0.7766
(TESTING) task: 2, epoch: 9/30, loss: 2.1436, acc: 0.7761
(TESTING) task: 2, epoch: 9/30, loss: 2.1442, acc: 0.7779
(TESTING) task: 2, epoch: 9/30, loss: 2.1442, acc: 0.7796
(TESTING) task: 2, epoch: 9/30, loss: 2.1441, acc: 0.7791
(TESTING) task: 2, epoch: 9/30, loss: 2.1439, acc: 0.7807
(TESTING) task: 2, epoch: 9/30, loss: 2.1432, acc: 0.7823
(TESTING) task: 2, epoch: 9/30, loss: 2.1434, acc: 0.7818
(TESTING) task: 2, epoch: 9/30, loss: 2.1430, acc: 0.7823
(TESTING) task: 2, epoch: 9/30, loss: 2.1434, acc: 0.7817
(TRAINING) task: 2, epoch: 10/30, loss: 2.1418, acc: 0.7969
(TRAINING) task: 2, epoch: 10/30, loss: 2.1399, acc: 0.8047
(TRAINING) task: 2, epoch: 10/30, loss: 2.1368, acc: 0.8060
(TRAINING) task: 2, epoch: 10/30, loss: 2.1342, acc: 0.8018
(TRAINING) task: 2, epoch: 10/30, loss: 2.1340, acc: 0.8039
(TRAINING) task: 2, epoch: 10/30, loss: 2.1348, acc: 0.8086
(TRAINING) task: 2, epoch: 10/30, loss: 2.1343, acc: 0.8164
(TRAINING) task: 2, epoch: 10/30, loss: 2.1325, acc: 0.8228
(TRAINING) task: 2, epoch: 10/30, loss: 2.1300, acc: 0.8264
(TRAINING) task: 2, epoch: 10/30, loss: 2.1293, acc: 0.8285
(TRAINING) task: 2, epoch: 10/30, loss: 2.1289, acc: 0.8288
(TRAINING) task: 2, epoch: 10/30, loss: 2.1266, acc: 0.8314
(TRAINING) task: 2, epoch: 10/30, loss: 2.1271, acc: 0.8293
(TRAINING) task: 2, epoch: 10/30, loss: 2.1268, acc: 0.8298
(TRAINING) task: 2, epoch: 10/30, loss: 2.1266, acc: 0.8297
(TRAINING) task: 2, epoch: 10/30, loss: 2.1266, acc: 0.8262
(TRAINING) task: 2, epoch: 10/30, loss: 2.1248, acc: 0.8261
(TRAINING) task: 2, epoch: 10/30, loss: 2.1251, acc: 0.8249
(TRAINING) task: 2, epoch: 10/30, loss: 2.1242, acc: 0.8250
(TRAINING) task: 2, epoch: 10/30, loss: 2.1239, acc: 0.8268
(TESTING) task: 2, epoch: 10/30, loss: 2.1185, acc: 0.9375
(TESTING) task: 2, epoch: 10/30, loss: 2.1195, acc: 0.9062
(TESTING) task: 2, epoch: 10/30, loss: 2.1325, acc: 0.7917
(TESTING) task: 2, epoch: 10/30, loss: 2.1347, acc: 0.7656
(TESTING) task: 2, epoch: 10/30, loss: 2.1420, acc: 0.7250
(TESTING) task: 2, epoch: 10/30, loss: 2.1417, acc: 0.7188
(TESTING) task: 2, epoch: 10/30, loss: 2.1336, acc: 0.7589
(TESTING) task: 2, epoch: 10/30, loss: 2.1247, acc: 0.7734
(TESTING) task: 2, epoch: 10/30, loss: 2.1252, acc: 0.7778
(TESTING) task: 2, epoch: 10/30, loss: 2.1218, acc: 0.7875
(TESTING) task: 2, epoch: 10/30, loss: 2.1236, acc: 0.7841
(TESTING) task: 2, epoch: 10/30, loss: 2.1224, acc: 0.7865
(TESTING) task: 2, epoch: 10/30, loss: 2.1217, acc: 0.7837
(TESTING) task: 2, epoch: 10/30, loss: 2.1215, acc: 0.7812
(TESTING) task: 2, epoch: 10/30, loss: 2.1233, acc: 0.7750
(TESTING) task: 2, epoch: 10/30, loss: 2.1243, acc: 0.7734
(TESTING) task: 2, epoch: 10/30, loss: 2.1245, acc: 0.7831
(TESTING) task: 2, epoch: 10/30, loss: 2.1252, acc: 0.7847
(TESTING) task: 2, epoch: 10/30, loss: 2.1228, acc: 0.7928
(TESTING) task: 2, epoch: 10/30, loss: 2.1242, acc: 0.7875
(TESTING) task: 2, epoch: 10/30, loss: 2.1213, acc: 0.7917
(TESTING) task: 2, epoch: 10/30, loss: 2.1215, acc: 0.7983
(TESTING) task: 2, epoch: 10/30, loss: 2.1210, acc: 0.7962
(TESTING) task: 2, epoch: 10/30, loss: 2.1204, acc: 0.7969
(TESTING) task: 2, epoch: 10/30, loss: 2.1188, acc: 0.8050
(TESTING) task: 2, epoch: 10/30, loss: 2.1177, acc: 0.8101
(TESTING) task: 2, epoch: 10/30, loss: 2.1174, acc: 0.8102
(TESTING) task: 2, epoch: 10/30, loss: 2.1186, acc: 0.8058
(TESTING) task: 2, epoch: 10/30, loss: 2.1172, acc: 0.8039
(TESTING) task: 2, epoch: 10/30, loss: 2.1157, acc: 0.8000
(TESTING) task: 2, epoch: 10/30, loss: 2.1158, acc: 0.7984
(TESTING) task: 2, epoch: 10/30, loss: 2.1159, acc: 0.7988
(TESTING) task: 2, epoch: 10/30, loss: 2.1155, acc: 0.8030
(TESTING) task: 2, epoch: 10/30, loss: 2.1171, acc: 0.8015
(TESTING) task: 2, epoch: 10/30, loss: 2.1171, acc: 0.8000
(TESTING) task: 2, epoch: 10/30, loss: 2.1166, acc: 0.7986
(TESTING) task: 2, epoch: 10/30, loss: 2.1152, acc: 0.8024
(TESTING) task: 2, epoch: 10/30, loss: 2.1147, acc: 0.8010
(TESTING) task: 2, epoch: 10/30, loss: 2.1145, acc: 0.8045
(TESTING) task: 2, epoch: 10/30, loss: 2.1154, acc: 0.8016
(TESTING) task: 2, epoch: 10/30, loss: 2.1175, acc: 0.7988
(TESTING) task: 2, epoch: 10/30, loss: 2.1178, acc: 0.8006
(TESTING) task: 2, epoch: 10/30, loss: 2.1181, acc: 0.8023
(TESTING) task: 2, epoch: 10/30, loss: 2.1184, acc: 0.7969
(TESTING) task: 2, epoch: 10/30, loss: 2.1182, acc: 0.7958
(TESTING) task: 2, epoch: 10/30, loss: 2.1190, acc: 0.7948
(TESTING) task: 2, epoch: 10/30, loss: 2.1198, acc: 0.7979
(TESTING) task: 2, epoch: 10/30, loss: 2.1183, acc: 0.8008
(TESTING) task: 2, epoch: 10/30, loss: 2.1177, acc: 0.8023
(TESTING) task: 2, epoch: 10/30, loss: 2.1183, acc: 0.8025
(TESTING) task: 2, epoch: 10/30, loss: 2.1185, acc: 0.8002
(TESTING) task: 2, epoch: 10/30, loss: 2.1181, acc: 0.7993
(TESTING) task: 2, epoch: 10/30, loss: 2.1184, acc: 0.7960
(TESTING) task: 2, epoch: 10/30, loss: 2.1186, acc: 0.7963
(TESTING) task: 2, epoch: 10/30, loss: 2.1190, acc: 0.7943
(TESTING) task: 2, epoch: 10/30, loss: 2.1191, acc: 0.7946
(TESTING) task: 2, epoch: 10/30, loss: 2.1186, acc: 0.7950
(TESTING) task: 2, epoch: 10/30, loss: 2.1190, acc: 0.7931
(TESTING) task: 2, epoch: 10/30, loss: 2.1191, acc: 0.7934
(TESTING) task: 2, epoch: 10/30, loss: 2.1188, acc: 0.7937
(TESTING) task: 2, epoch: 10/30, loss: 2.1181, acc: 0.7971
(TESTING) task: 2, epoch: 10/30, loss: 2.1179, acc: 0.7974
(TESTING) task: 2, epoch: 10/30, loss: 2.1186, acc: 0.7966
(TRAINING) task: 2, epoch: 11/30, loss: 2.1066, acc: 0.8320
(TRAINING) task: 2, epoch: 11/30, loss: 2.1097, acc: 0.8418
(TRAINING) task: 2, epoch: 11/30, loss: 2.1097, acc: 0.8555
(TRAINING) task: 2, epoch: 11/30, loss: 2.1077, acc: 0.8486
(TRAINING) task: 2, epoch: 11/30, loss: 2.1085, acc: 0.8438
(TRAINING) task: 2, epoch: 11/30, loss: 2.1104, acc: 0.8301
(TRAINING) task: 2, epoch: 11/30, loss: 2.1088, acc: 0.8376
(TRAINING) task: 2, epoch: 11/30, loss: 2.1078, acc: 0.8364
(TRAINING) task: 2, epoch: 11/30, loss: 2.1067, acc: 0.8333
(TRAINING) task: 2, epoch: 11/30, loss: 2.1059, acc: 0.8320
(TRAINING) task: 2, epoch: 11/30, loss: 2.1045, acc: 0.8342
(TRAINING) task: 2, epoch: 11/30, loss: 2.1036, acc: 0.8369
(TRAINING) task: 2, epoch: 11/30, loss: 2.1017, acc: 0.8371
(TRAINING) task: 2, epoch: 11/30, loss: 2.1008, acc: 0.8384
(TRAINING) task: 2, epoch: 11/30, loss: 2.0997, acc: 0.8391
(TRAINING) task: 2, epoch: 11/30, loss: 2.0998, acc: 0.8362
(TRAINING) task: 2, epoch: 11/30, loss: 2.0992, acc: 0.8366
(TRAINING) task: 2, epoch: 11/30, loss: 2.0984, acc: 0.8353
(TRAINING) task: 2, epoch: 11/30, loss: 2.0982, acc: 0.8355
(TRAINING) task: 2, epoch: 11/30, loss: 2.0973, acc: 0.8360
(TESTING) task: 2, epoch: 11/30, loss: 2.0937, acc: 0.8750
(TESTING) task: 2, epoch: 11/30, loss: 2.0934, acc: 0.8438
(TESTING) task: 2, epoch: 11/30, loss: 2.1218, acc: 0.8125
(TESTING) task: 2, epoch: 11/30, loss: 2.1167, acc: 0.7812
(TESTING) task: 2, epoch: 11/30, loss: 2.1173, acc: 0.7875
(TESTING) task: 2, epoch: 11/30, loss: 2.1146, acc: 0.7812
(TESTING) task: 2, epoch: 11/30, loss: 2.1138, acc: 0.7768
(TESTING) task: 2, epoch: 11/30, loss: 2.1225, acc: 0.7500
(TESTING) task: 2, epoch: 11/30, loss: 2.1245, acc: 0.7431
(TESTING) task: 2, epoch: 11/30, loss: 2.1217, acc: 0.7625
(TESTING) task: 2, epoch: 11/30, loss: 2.1177, acc: 0.7670
(TESTING) task: 2, epoch: 11/30, loss: 2.1186, acc: 0.7760
(TESTING) task: 2, epoch: 11/30, loss: 2.1114, acc: 0.7837
(TESTING) task: 2, epoch: 11/30, loss: 2.1137, acc: 0.7812
(TESTING) task: 2, epoch: 11/30, loss: 2.1130, acc: 0.7792
(TESTING) task: 2, epoch: 11/30, loss: 2.1126, acc: 0.7812
(TESTING) task: 2, epoch: 11/30, loss: 2.1108, acc: 0.7757
(TESTING) task: 2, epoch: 11/30, loss: 2.1106, acc: 0.7847
(TESTING) task: 2, epoch: 11/30, loss: 2.1106, acc: 0.7928
(TESTING) task: 2, epoch: 11/30, loss: 2.1083, acc: 0.7969
(TESTING) task: 2, epoch: 11/30, loss: 2.1039, acc: 0.8006
(TESTING) task: 2, epoch: 11/30, loss: 2.1015, acc: 0.8011
(TESTING) task: 2, epoch: 11/30, loss: 2.1007, acc: 0.8043
(TESTING) task: 2, epoch: 11/30, loss: 2.1011, acc: 0.8021
(TESTING) task: 2, epoch: 11/30, loss: 2.1014, acc: 0.8075
(TESTING) task: 2, epoch: 11/30, loss: 2.1006, acc: 0.8125
(TESTING) task: 2, epoch: 11/30, loss: 2.1015, acc: 0.8148
(TESTING) task: 2, epoch: 11/30, loss: 2.1019, acc: 0.8103
(TESTING) task: 2, epoch: 11/30, loss: 2.1024, acc: 0.8060
(TESTING) task: 2, epoch: 11/30, loss: 2.1030, acc: 0.8021
(TESTING) task: 2, epoch: 11/30, loss: 2.1044, acc: 0.8004
(TESTING) task: 2, epoch: 11/30, loss: 2.1034, acc: 0.7988
(TESTING) task: 2, epoch: 11/30, loss: 2.1030, acc: 0.7955
(TESTING) task: 2, epoch: 11/30, loss: 2.1033, acc: 0.7904
(TESTING) task: 2, epoch: 11/30, loss: 2.1033, acc: 0.7875
(TESTING) task: 2, epoch: 11/30, loss: 2.1016, acc: 0.7899
(TESTING) task: 2, epoch: 11/30, loss: 2.1010, acc: 0.7905
(TESTING) task: 2, epoch: 11/30, loss: 2.1020, acc: 0.7911
(TESTING) task: 2, epoch: 11/30, loss: 2.1019, acc: 0.7901
(TESTING) task: 2, epoch: 11/30, loss: 2.1000, acc: 0.7922
(TESTING) task: 2, epoch: 11/30, loss: 2.0991, acc: 0.7957
(TESTING) task: 2, epoch: 11/30, loss: 2.0977, acc: 0.7946
(TESTING) task: 2, epoch: 11/30, loss: 2.0982, acc: 0.7936
(TESTING) task: 2, epoch: 11/30, loss: 2.0984, acc: 0.7926
(TESTING) task: 2, epoch: 11/30, loss: 2.0982, acc: 0.7931
(TESTING) task: 2, epoch: 11/30, loss: 2.0984, acc: 0.7935
(TESTING) task: 2, epoch: 11/30, loss: 2.0972, acc: 0.7965
(TESTING) task: 2, epoch: 11/30, loss: 2.0954, acc: 0.7956
(TESTING) task: 2, epoch: 11/30, loss: 2.0942, acc: 0.7972
(TESTING) task: 2, epoch: 11/30, loss: 2.0926, acc: 0.7987
(TESTING) task: 2, epoch: 11/30, loss: 2.0931, acc: 0.7978
(TESTING) task: 2, epoch: 11/30, loss: 2.0927, acc: 0.7969
(TESTING) task: 2, epoch: 11/30, loss: 2.0931, acc: 0.7995
(TESTING) task: 2, epoch: 11/30, loss: 2.0923, acc: 0.8009
(TESTING) task: 2, epoch: 11/30, loss: 2.0913, acc: 0.8045
(TESTING) task: 2, epoch: 11/30, loss: 2.0910, acc: 0.8058
(TESTING) task: 2, epoch: 11/30, loss: 2.0910, acc: 0.8059
(TESTING) task: 2, epoch: 11/30, loss: 2.0915, acc: 0.8039
(TESTING) task: 2, epoch: 11/30, loss: 2.0923, acc: 0.8040
(TESTING) task: 2, epoch: 11/30, loss: 2.0922, acc: 0.8042
(TESTING) task: 2, epoch: 11/30, loss: 2.0913, acc: 0.8043
(TESTING) task: 2, epoch: 11/30, loss: 2.0919, acc: 0.8024
(TESTING) task: 2, epoch: 11/30, loss: 2.0932, acc: 0.8036
(TRAINING) task: 2, epoch: 12/30, loss: 2.0786, acc: 0.8359
(TRAINING) task: 2, epoch: 12/30, loss: 2.0808, acc: 0.8281
(TRAINING) task: 2, epoch: 12/30, loss: 2.0771, acc: 0.8424
(TRAINING) task: 2, epoch: 12/30, loss: 2.0804, acc: 0.8408
(TRAINING) task: 2, epoch: 12/30, loss: 2.0825, acc: 0.8344
(TRAINING) task: 2, epoch: 12/30, loss: 2.0814, acc: 0.8340
(TRAINING) task: 2, epoch: 12/30, loss: 2.0816, acc: 0.8343
(TRAINING) task: 2, epoch: 12/30, loss: 2.0812, acc: 0.8354
(TRAINING) task: 2, epoch: 12/30, loss: 2.0805, acc: 0.8368
(TRAINING) task: 2, epoch: 12/30, loss: 2.0799, acc: 0.8355
(TRAINING) task: 2, epoch: 12/30, loss: 2.0793, acc: 0.8388
(TRAINING) task: 2, epoch: 12/30, loss: 2.0778, acc: 0.8405
(TRAINING) task: 2, epoch: 12/30, loss: 2.0772, acc: 0.8386
(TRAINING) task: 2, epoch: 12/30, loss: 2.0754, acc: 0.8373
(TRAINING) task: 2, epoch: 12/30, loss: 2.0755, acc: 0.8378
(TRAINING) task: 2, epoch: 12/30, loss: 2.0758, acc: 0.8376
(TRAINING) task: 2, epoch: 12/30, loss: 2.0742, acc: 0.8403
(TRAINING) task: 2, epoch: 12/30, loss: 2.0738, acc: 0.8409
(TRAINING) task: 2, epoch: 12/30, loss: 2.0726, acc: 0.8417
(TRAINING) task: 2, epoch: 12/30, loss: 2.0723, acc: 0.8401
(TESTING) task: 2, epoch: 12/30, loss: 2.1170, acc: 0.9375
(TESTING) task: 2, epoch: 12/30, loss: 2.0246, acc: 0.9688
(TESTING) task: 2, epoch: 12/30, loss: 2.0090, acc: 0.9167
(TESTING) task: 2, epoch: 12/30, loss: 2.0336, acc: 0.8594
(TESTING) task: 2, epoch: 12/30, loss: 2.0407, acc: 0.8375
(TESTING) task: 2, epoch: 12/30, loss: 2.0466, acc: 0.8125
(TESTING) task: 2, epoch: 12/30, loss: 2.0529, acc: 0.8304
(TESTING) task: 2, epoch: 12/30, loss: 2.0588, acc: 0.8438
(TESTING) task: 2, epoch: 12/30, loss: 2.0641, acc: 0.8333
(TESTING) task: 2, epoch: 12/30, loss: 2.0641, acc: 0.8313
(TESTING) task: 2, epoch: 12/30, loss: 2.0588, acc: 0.8295
(TESTING) task: 2, epoch: 12/30, loss: 2.0596, acc: 0.8281
(TESTING) task: 2, epoch: 12/30, loss: 2.0521, acc: 0.8365
(TESTING) task: 2, epoch: 12/30, loss: 2.0538, acc: 0.8304
(TESTING) task: 2, epoch: 12/30, loss: 2.0559, acc: 0.8250
(TESTING) task: 2, epoch: 12/30, loss: 2.0610, acc: 0.8086
(TESTING) task: 2, epoch: 12/30, loss: 2.0571, acc: 0.8088
(TESTING) task: 2, epoch: 12/30, loss: 2.0604, acc: 0.8090
(TESTING) task: 2, epoch: 12/30, loss: 2.0614, acc: 0.8092
(TESTING) task: 2, epoch: 12/30, loss: 2.0643, acc: 0.8063
(TESTING) task: 2, epoch: 12/30, loss: 2.0601, acc: 0.8065
(TESTING) task: 2, epoch: 12/30, loss: 2.0550, acc: 0.8153
(TESTING) task: 2, epoch: 12/30, loss: 2.0582, acc: 0.8098
(TESTING) task: 2, epoch: 12/30, loss: 2.0603, acc: 0.8073
(TESTING) task: 2, epoch: 12/30, loss: 2.0617, acc: 0.8100
(TESTING) task: 2, epoch: 12/30, loss: 2.0641, acc: 0.8077
(TESTING) task: 2, epoch: 12/30, loss: 2.0629, acc: 0.8125
(TESTING) task: 2, epoch: 12/30, loss: 2.0644, acc: 0.8125
(TESTING) task: 2, epoch: 12/30, loss: 2.0641, acc: 0.8125
(TESTING) task: 2, epoch: 12/30, loss: 2.0627, acc: 0.8187
(TESTING) task: 2, epoch: 12/30, loss: 2.0626, acc: 0.8206
(TESTING) task: 2, epoch: 12/30, loss: 2.0645, acc: 0.8164
(TESTING) task: 2, epoch: 12/30, loss: 2.0660, acc: 0.8182
(TESTING) task: 2, epoch: 12/30, loss: 2.0649, acc: 0.8199
(TESTING) task: 2, epoch: 12/30, loss: 2.0659, acc: 0.8196
(TESTING) task: 2, epoch: 12/30, loss: 2.0656, acc: 0.8177
(TESTING) task: 2, epoch: 12/30, loss: 2.0657, acc: 0.8159
(TESTING) task: 2, epoch: 12/30, loss: 2.0659, acc: 0.8174
(TESTING) task: 2, epoch: 12/30, loss: 2.0641, acc: 0.8189
(TESTING) task: 2, epoch: 12/30, loss: 2.0662, acc: 0.8141
(TESTING) task: 2, epoch: 12/30, loss: 2.0661, acc: 0.8171
(TESTING) task: 2, epoch: 12/30, loss: 2.0664, acc: 0.8155
(TESTING) task: 2, epoch: 12/30, loss: 2.0667, acc: 0.8169
(TESTING) task: 2, epoch: 12/30, loss: 2.0669, acc: 0.8182
(TESTING) task: 2, epoch: 12/30, loss: 2.0683, acc: 0.8167
(TESTING) task: 2, epoch: 12/30, loss: 2.0674, acc: 0.8139
(TESTING) task: 2, epoch: 12/30, loss: 2.0682, acc: 0.8152
(TESTING) task: 2, epoch: 12/30, loss: 2.0686, acc: 0.8164
(TESTING) task: 2, epoch: 12/30, loss: 2.0692, acc: 0.8176
(TESTING) task: 2, epoch: 12/30, loss: 2.0693, acc: 0.8163
(TESTING) task: 2, epoch: 12/30, loss: 2.0702, acc: 0.8174
(TESTING) task: 2, epoch: 12/30, loss: 2.0706, acc: 0.8149
(TESTING) task: 2, epoch: 12/30, loss: 2.0702, acc: 0.8160
(TESTING) task: 2, epoch: 12/30, loss: 2.0696, acc: 0.8183
(TESTING) task: 2, epoch: 12/30, loss: 2.0700, acc: 0.8159
(TESTING) task: 2, epoch: 12/30, loss: 2.0686, acc: 0.8170
(TESTING) task: 2, epoch: 12/30, loss: 2.0681, acc: 0.8180
(TESTING) task: 2, epoch: 12/30, loss: 2.0683, acc: 0.8190
(TESTING) task: 2, epoch: 12/30, loss: 2.0693, acc: 0.8167
(TESTING) task: 2, epoch: 12/30, loss: 2.0685, acc: 0.8187
(TESTING) task: 2, epoch: 12/30, loss: 2.0689, acc: 0.8176
(TESTING) task: 2, epoch: 12/30, loss: 2.0682, acc: 0.8185
(TESTING) task: 2, epoch: 12/30, loss: 2.0683, acc: 0.8175
(TRAINING) task: 2, epoch: 13/30, loss: 2.0588, acc: 0.8438
(TRAINING) task: 2, epoch: 13/30, loss: 2.0661, acc: 0.8379
(TRAINING) task: 2, epoch: 13/30, loss: 2.0656, acc: 0.8320
(TRAINING) task: 2, epoch: 13/30, loss: 2.0629, acc: 0.8340
(TRAINING) task: 2, epoch: 13/30, loss: 2.0599, acc: 0.8398
(TRAINING) task: 2, epoch: 13/30, loss: 2.0564, acc: 0.8366
(TRAINING) task: 2, epoch: 13/30, loss: 2.0551, acc: 0.8393
(TRAINING) task: 2, epoch: 13/30, loss: 2.0551, acc: 0.8442
(TRAINING) task: 2, epoch: 13/30, loss: 2.0558, acc: 0.8429
(TRAINING) task: 2, epoch: 13/30, loss: 2.0556, acc: 0.8430
(TRAINING) task: 2, epoch: 13/30, loss: 2.0523, acc: 0.8448
(TRAINING) task: 2, epoch: 13/30, loss: 2.0537, acc: 0.8415
(TRAINING) task: 2, epoch: 13/30, loss: 2.0523, acc: 0.8441
(TRAINING) task: 2, epoch: 13/30, loss: 2.0517, acc: 0.8449
(TRAINING) task: 2, epoch: 13/30, loss: 2.0500, acc: 0.8484
(TRAINING) task: 2, epoch: 13/30, loss: 2.0493, acc: 0.8513
(TRAINING) task: 2, epoch: 13/30, loss: 2.0487, acc: 0.8520
(TRAINING) task: 2, epoch: 13/30, loss: 2.0484, acc: 0.8520
(TRAINING) task: 2, epoch: 13/30, loss: 2.0478, acc: 0.8530
(TRAINING) task: 2, epoch: 13/30, loss: 2.0466, acc: 0.8530
(TESTING) task: 2, epoch: 13/30, loss: 2.1276, acc: 0.4375
(TESTING) task: 2, epoch: 13/30, loss: 2.0809, acc: 0.6875
(TESTING) task: 2, epoch: 13/30, loss: 2.0566, acc: 0.7708
(TESTING) task: 2, epoch: 13/30, loss: 2.0579, acc: 0.8281
(TESTING) task: 2, epoch: 13/30, loss: 2.0562, acc: 0.8000
(TESTING) task: 2, epoch: 13/30, loss: 2.0506, acc: 0.8125
(TESTING) task: 2, epoch: 13/30, loss: 2.0628, acc: 0.7946
(TESTING) task: 2, epoch: 13/30, loss: 2.0549, acc: 0.8047
(TESTING) task: 2, epoch: 13/30, loss: 2.0516, acc: 0.7986
(TESTING) task: 2, epoch: 13/30, loss: 2.0474, acc: 0.8063
(TESTING) task: 2, epoch: 13/30, loss: 2.0440, acc: 0.8239
(TESTING) task: 2, epoch: 13/30, loss: 2.0403, acc: 0.8177
(TESTING) task: 2, epoch: 13/30, loss: 2.0304, acc: 0.8317
(TESTING) task: 2, epoch: 13/30, loss: 2.0267, acc: 0.8438
(TESTING) task: 2, epoch: 13/30, loss: 2.0274, acc: 0.8500
(TESTING) task: 2, epoch: 13/30, loss: 2.0261, acc: 0.8516
(TESTING) task: 2, epoch: 13/30, loss: 2.0269, acc: 0.8566
(TESTING) task: 2, epoch: 13/30, loss: 2.0278, acc: 0.8507
(TESTING) task: 2, epoch: 13/30, loss: 2.0298, acc: 0.8487
(TESTING) task: 2, epoch: 13/30, loss: 2.0293, acc: 0.8531
(TESTING) task: 2, epoch: 13/30, loss: 2.0324, acc: 0.8512
(TESTING) task: 2, epoch: 13/30, loss: 2.0345, acc: 0.8466
(TESTING) task: 2, epoch: 13/30, loss: 2.0338, acc: 0.8478
(TESTING) task: 2, epoch: 13/30, loss: 2.0318, acc: 0.8490
(TESTING) task: 2, epoch: 13/30, loss: 2.0337, acc: 0.8450
(TESTING) task: 2, epoch: 13/30, loss: 2.0338, acc: 0.8462
(TESTING) task: 2, epoch: 13/30, loss: 2.0329, acc: 0.8472
(TESTING) task: 2, epoch: 13/30, loss: 2.0321, acc: 0.8438
(TESTING) task: 2, epoch: 13/30, loss: 2.0351, acc: 0.8362
(TESTING) task: 2, epoch: 13/30, loss: 2.0351, acc: 0.8375
(TESTING) task: 2, epoch: 13/30, loss: 2.0332, acc: 0.8407
(TESTING) task: 2, epoch: 13/30, loss: 2.0359, acc: 0.8379
(TESTING) task: 2, epoch: 13/30, loss: 2.0355, acc: 0.8390
(TESTING) task: 2, epoch: 13/30, loss: 2.0341, acc: 0.8438
(TESTING) task: 2, epoch: 13/30, loss: 2.0356, acc: 0.8429
(TESTING) task: 2, epoch: 13/30, loss: 2.0365, acc: 0.8403
(TESTING) task: 2, epoch: 13/30, loss: 2.0365, acc: 0.8429
(TESTING) task: 2, epoch: 13/30, loss: 2.0378, acc: 0.8405
(TESTING) task: 2, epoch: 13/30, loss: 2.0380, acc: 0.8381
(TESTING) task: 2, epoch: 13/30, loss: 2.0366, acc: 0.8422
(TESTING) task: 2, epoch: 13/30, loss: 2.0381, acc: 0.8430
(TESTING) task: 2, epoch: 13/30, loss: 2.0387, acc: 0.8423
(TESTING) task: 2, epoch: 13/30, loss: 2.0393, acc: 0.8387
(TESTING) task: 2, epoch: 13/30, loss: 2.0396, acc: 0.8381
(TESTING) task: 2, epoch: 13/30, loss: 2.0383, acc: 0.8389
(TESTING) task: 2, epoch: 13/30, loss: 2.0392, acc: 0.8424
(TESTING) task: 2, epoch: 13/30, loss: 2.0398, acc: 0.8418
(TESTING) task: 2, epoch: 13/30, loss: 2.0409, acc: 0.8385
(TESTING) task: 2, epoch: 13/30, loss: 2.0407, acc: 0.8406
(TESTING) task: 2, epoch: 13/30, loss: 2.0400, acc: 0.8438
(TESTING) task: 2, epoch: 13/30, loss: 2.0402, acc: 0.8419
(TESTING) task: 2, epoch: 13/30, loss: 2.0396, acc: 0.8401
(TESTING) task: 2, epoch: 13/30, loss: 2.0403, acc: 0.8408
(TESTING) task: 2, epoch: 13/30, loss: 2.0407, acc: 0.8403
(TESTING) task: 2, epoch: 13/30, loss: 2.0413, acc: 0.8420
(TESTING) task: 2, epoch: 13/30, loss: 2.0404, acc: 0.8426
(TESTING) task: 2, epoch: 13/30, loss: 2.0412, acc: 0.8410
(TESTING) task: 2, epoch: 13/30, loss: 2.0416, acc: 0.8394
(TESTING) task: 2, epoch: 13/30, loss: 2.0424, acc: 0.8369
(TESTING) task: 2, epoch: 13/30, loss: 2.0420, acc: 0.8365
(TESTING) task: 2, epoch: 13/30, loss: 2.0422, acc: 0.8371
(TESTING) task: 2, epoch: 13/30, loss: 2.0421, acc: 0.8387
(TESTING) task: 2, epoch: 13/30, loss: 2.0426, acc: 0.8393
(TRAINING) task: 2, epoch: 14/30, loss: 2.0632, acc: 0.8242
(TRAINING) task: 2, epoch: 14/30, loss: 2.0461, acc: 0.8457
(TRAINING) task: 2, epoch: 14/30, loss: 2.0398, acc: 0.8555
(TRAINING) task: 2, epoch: 14/30, loss: 2.0346, acc: 0.8545
(TRAINING) task: 2, epoch: 14/30, loss: 2.0308, acc: 0.8609
(TRAINING) task: 2, epoch: 14/30, loss: 2.0270, acc: 0.8665
(TRAINING) task: 2, epoch: 14/30, loss: 2.0273, acc: 0.8638
(TRAINING) task: 2, epoch: 14/30, loss: 2.0254, acc: 0.8682
(TRAINING) task: 2, epoch: 14/30, loss: 2.0234, acc: 0.8681
(TRAINING) task: 2, epoch: 14/30, loss: 2.0254, acc: 0.8656
(TRAINING) task: 2, epoch: 14/30, loss: 2.0249, acc: 0.8672
(TRAINING) task: 2, epoch: 14/30, loss: 2.0241, acc: 0.8698
(TRAINING) task: 2, epoch: 14/30, loss: 2.0236, acc: 0.8699
(TRAINING) task: 2, epoch: 14/30, loss: 2.0229, acc: 0.8697
(TRAINING) task: 2, epoch: 14/30, loss: 2.0219, acc: 0.8711
(TRAINING) task: 2, epoch: 14/30, loss: 2.0214, acc: 0.8711
(TRAINING) task: 2, epoch: 14/30, loss: 2.0213, acc: 0.8693
(TRAINING) task: 2, epoch: 14/30, loss: 2.0213, acc: 0.8715
(TRAINING) task: 2, epoch: 14/30, loss: 2.0216, acc: 0.8699
(TRAINING) task: 2, epoch: 14/30, loss: 2.0222, acc: 0.8690
(TESTING) task: 2, epoch: 14/30, loss: 2.0077, acc: 0.8750
(TESTING) task: 2, epoch: 14/30, loss: 2.0447, acc: 0.8125
(TESTING) task: 2, epoch: 14/30, loss: 2.0070, acc: 0.8125
(TESTING) task: 2, epoch: 14/30, loss: 2.0089, acc: 0.8438
(TESTING) task: 2, epoch: 14/30, loss: 2.0060, acc: 0.8500
(TESTING) task: 2, epoch: 14/30, loss: 2.0088, acc: 0.8438
(TESTING) task: 2, epoch: 14/30, loss: 2.0137, acc: 0.8304
(TESTING) task: 2, epoch: 14/30, loss: 2.0111, acc: 0.8281
(TESTING) task: 2, epoch: 14/30, loss: 2.0090, acc: 0.8403
(TESTING) task: 2, epoch: 14/30, loss: 2.0159, acc: 0.8438
(TESTING) task: 2, epoch: 14/30, loss: 2.0165, acc: 0.8466
(TESTING) task: 2, epoch: 14/30, loss: 2.0131, acc: 0.8594
(TESTING) task: 2, epoch: 14/30, loss: 2.0174, acc: 0.8510
(TESTING) task: 2, epoch: 14/30, loss: 2.0174, acc: 0.8571
(TESTING) task: 2, epoch: 14/30, loss: 2.0186, acc: 0.8542
(TESTING) task: 2, epoch: 14/30, loss: 2.0173, acc: 0.8594
(TESTING) task: 2, epoch: 14/30, loss: 2.0173, acc: 0.8566
(TESTING) task: 2, epoch: 14/30, loss: 2.0206, acc: 0.8542
(TESTING) task: 2, epoch: 14/30, loss: 2.0181, acc: 0.8553
(TESTING) task: 2, epoch: 14/30, loss: 2.0184, acc: 0.8562
(TESTING) task: 2, epoch: 14/30, loss: 2.0210, acc: 0.8452
(TESTING) task: 2, epoch: 14/30, loss: 2.0199, acc: 0.8438
(TESTING) task: 2, epoch: 14/30, loss: 2.0202, acc: 0.8397
(TESTING) task: 2, epoch: 14/30, loss: 2.0206, acc: 0.8411
(TESTING) task: 2, epoch: 14/30, loss: 2.0242, acc: 0.8425
(TESTING) task: 2, epoch: 14/30, loss: 2.0256, acc: 0.8389
(TESTING) task: 2, epoch: 14/30, loss: 2.0268, acc: 0.8310
(TESTING) task: 2, epoch: 14/30, loss: 2.0261, acc: 0.8348
(TESTING) task: 2, epoch: 14/30, loss: 2.0293, acc: 0.8319
(TESTING) task: 2, epoch: 14/30, loss: 2.0309, acc: 0.8292
(TESTING) task: 2, epoch: 14/30, loss: 2.0262, acc: 0.8327
(TESTING) task: 2, epoch: 14/30, loss: 2.0263, acc: 0.8340
(TESTING) task: 2, epoch: 14/30, loss: 2.0263, acc: 0.8314
(TESTING) task: 2, epoch: 14/30, loss: 2.0260, acc: 0.8290
(TESTING) task: 2, epoch: 14/30, loss: 2.0254, acc: 0.8339
(TESTING) task: 2, epoch: 14/30, loss: 2.0247, acc: 0.8368
(TESTING) task: 2, epoch: 14/30, loss: 2.0264, acc: 0.8328
(TESTING) task: 2, epoch: 14/30, loss: 2.0225, acc: 0.8355
(TESTING) task: 2, epoch: 14/30, loss: 2.0226, acc: 0.8381
(TESTING) task: 2, epoch: 14/30, loss: 2.0229, acc: 0.8359
(TESTING) task: 2, epoch: 14/30, loss: 2.0216, acc: 0.8369
(TESTING) task: 2, epoch: 14/30, loss: 2.0210, acc: 0.8408
(TESTING) task: 2, epoch: 14/30, loss: 2.0214, acc: 0.8416
(TESTING) task: 2, epoch: 14/30, loss: 2.0207, acc: 0.8381
(TESTING) task: 2, epoch: 14/30, loss: 2.0206, acc: 0.8403
(TESTING) task: 2, epoch: 14/30, loss: 2.0221, acc: 0.8410
(TESTING) task: 2, epoch: 14/30, loss: 2.0230, acc: 0.8404
(TESTING) task: 2, epoch: 14/30, loss: 2.0218, acc: 0.8424
(TESTING) task: 2, epoch: 14/30, loss: 2.0220, acc: 0.8444
(TESTING) task: 2, epoch: 14/30, loss: 2.0219, acc: 0.8462
(TESTING) task: 2, epoch: 14/30, loss: 2.0218, acc: 0.8493
(TESTING) task: 2, epoch: 14/30, loss: 2.0210, acc: 0.8486
(TESTING) task: 2, epoch: 14/30, loss: 2.0198, acc: 0.8491
(TESTING) task: 2, epoch: 14/30, loss: 2.0182, acc: 0.8519
(TESTING) task: 2, epoch: 14/30, loss: 2.0181, acc: 0.8511
(TESTING) task: 2, epoch: 14/30, loss: 2.0181, acc: 0.8516
(TESTING) task: 2, epoch: 14/30, loss: 2.0182, acc: 0.8509
(TESTING) task: 2, epoch: 14/30, loss: 2.0175, acc: 0.8513
(TESTING) task: 2, epoch: 14/30, loss: 2.0180, acc: 0.8517
(TESTING) task: 2, epoch: 14/30, loss: 2.0182, acc: 0.8510
(TESTING) task: 2, epoch: 14/30, loss: 2.0177, acc: 0.8525
(TESTING) task: 2, epoch: 14/30, loss: 2.0183, acc: 0.8508
(TESTING) task: 2, epoch: 14/30, loss: 2.0185, acc: 0.8492
(TRAINING) task: 2, epoch: 15/30, loss: 2.0119, acc: 0.8789
(TRAINING) task: 2, epoch: 15/30, loss: 2.0075, acc: 0.8750
(TRAINING) task: 2, epoch: 15/30, loss: 2.0065, acc: 0.8698
(TRAINING) task: 2, epoch: 15/30, loss: 2.0049, acc: 0.8721
(TRAINING) task: 2, epoch: 15/30, loss: 2.0033, acc: 0.8773
(TRAINING) task: 2, epoch: 15/30, loss: 2.0038, acc: 0.8730
(TRAINING) task: 2, epoch: 15/30, loss: 2.0018, acc: 0.8767
(TRAINING) task: 2, epoch: 15/30, loss: 2.0043, acc: 0.8740
(TRAINING) task: 2, epoch: 15/30, loss: 2.0047, acc: 0.8746
(TRAINING) task: 2, epoch: 15/30, loss: 2.0052, acc: 0.8734
(TRAINING) task: 2, epoch: 15/30, loss: 2.0071, acc: 0.8690
(TRAINING) task: 2, epoch: 15/30, loss: 2.0057, acc: 0.8688
(TRAINING) task: 2, epoch: 15/30, loss: 2.0040, acc: 0.8705
(TRAINING) task: 2, epoch: 15/30, loss: 2.0031, acc: 0.8722
(TRAINING) task: 2, epoch: 15/30, loss: 2.0026, acc: 0.8742
(TRAINING) task: 2, epoch: 15/30, loss: 2.0018, acc: 0.8748
(TRAINING) task: 2, epoch: 15/30, loss: 2.0009, acc: 0.8750
(TRAINING) task: 2, epoch: 15/30, loss: 1.9997, acc: 0.8759
(TRAINING) task: 2, epoch: 15/30, loss: 1.9989, acc: 0.8756
(TRAINING) task: 2, epoch: 15/30, loss: 1.9992, acc: 0.8767
(TESTING) task: 2, epoch: 15/30, loss: 1.9912, acc: 0.8125
(TESTING) task: 2, epoch: 15/30, loss: 1.9478, acc: 0.8750
(TESTING) task: 2, epoch: 15/30, loss: 1.9683, acc: 0.8333
(TESTING) task: 2, epoch: 15/30, loss: 1.9941, acc: 0.8125
(TESTING) task: 2, epoch: 15/30, loss: 2.0095, acc: 0.8000
(TESTING) task: 2, epoch: 15/30, loss: 2.0030, acc: 0.8125
(TESTING) task: 2, epoch: 15/30, loss: 2.0046, acc: 0.8214
(TESTING) task: 2, epoch: 15/30, loss: 2.0007, acc: 0.8438
(TESTING) task: 2, epoch: 15/30, loss: 2.0053, acc: 0.8403
(TESTING) task: 2, epoch: 15/30, loss: 2.0077, acc: 0.8375
(TESTING) task: 2, epoch: 15/30, loss: 2.0071, acc: 0.8466
(TESTING) task: 2, epoch: 15/30, loss: 2.0048, acc: 0.8385
(TESTING) task: 2, epoch: 15/30, loss: 2.0053, acc: 0.8413
(TESTING) task: 2, epoch: 15/30, loss: 2.0032, acc: 0.8482
(TESTING) task: 2, epoch: 15/30, loss: 2.0028, acc: 0.8458
(TESTING) task: 2, epoch: 15/30, loss: 2.0048, acc: 0.8477
(TESTING) task: 2, epoch: 15/30, loss: 2.0050, acc: 0.8456
(TESTING) task: 2, epoch: 15/30, loss: 2.0069, acc: 0.8438
(TESTING) task: 2, epoch: 15/30, loss: 2.0092, acc: 0.8355
(TESTING) task: 2, epoch: 15/30, loss: 2.0104, acc: 0.8375
(TESTING) task: 2, epoch: 15/30, loss: 2.0148, acc: 0.8333
(TESTING) task: 2, epoch: 15/30, loss: 2.0108, acc: 0.8381
(TESTING) task: 2, epoch: 15/30, loss: 2.0049, acc: 0.8397
(TESTING) task: 2, epoch: 15/30, loss: 2.0062, acc: 0.8385
(TESTING) task: 2, epoch: 15/30, loss: 2.0079, acc: 0.8400
(TESTING) task: 2, epoch: 15/30, loss: 2.0070, acc: 0.8389
(TESTING) task: 2, epoch: 15/30, loss: 2.0031, acc: 0.8426
(TESTING) task: 2, epoch: 15/30, loss: 2.0041, acc: 0.8415
(TESTING) task: 2, epoch: 15/30, loss: 2.0039, acc: 0.8427
(TESTING) task: 2, epoch: 15/30, loss: 2.0029, acc: 0.8438
(TESTING) task: 2, epoch: 15/30, loss: 2.0052, acc: 0.8448
(TESTING) task: 2, epoch: 15/30, loss: 2.0048, acc: 0.8477
(TESTING) task: 2, epoch: 15/30, loss: 2.0028, acc: 0.8466
(TESTING) task: 2, epoch: 15/30, loss: 2.0004, acc: 0.8474
(TESTING) task: 2, epoch: 15/30, loss: 2.0003, acc: 0.8464
(TESTING) task: 2, epoch: 15/30, loss: 2.0009, acc: 0.8455
(TESTING) task: 2, epoch: 15/30, loss: 1.9987, acc: 0.8463
(TESTING) task: 2, epoch: 15/30, loss: 1.9978, acc: 0.8487
(TESTING) task: 2, epoch: 15/30, loss: 1.9988, acc: 0.8494
(TESTING) task: 2, epoch: 15/30, loss: 1.9998, acc: 0.8484
(TESTING) task: 2, epoch: 15/30, loss: 1.9997, acc: 0.8506
(TESTING) task: 2, epoch: 15/30, loss: 2.0003, acc: 0.8542
(TESTING) task: 2, epoch: 15/30, loss: 1.9991, acc: 0.8547
(TESTING) task: 2, epoch: 15/30, loss: 1.9997, acc: 0.8537
(TESTING) task: 2, epoch: 15/30, loss: 2.0000, acc: 0.8542
(TESTING) task: 2, epoch: 15/30, loss: 2.0006, acc: 0.8533
(TESTING) task: 2, epoch: 15/30, loss: 2.0013, acc: 0.8524
(TESTING) task: 2, epoch: 15/30, loss: 2.0001, acc: 0.8529
(TESTING) task: 2, epoch: 15/30, loss: 1.9998, acc: 0.8533
(TESTING) task: 2, epoch: 15/30, loss: 1.9993, acc: 0.8500
(TESTING) task: 2, epoch: 15/30, loss: 1.9983, acc: 0.8529
(TESTING) task: 2, epoch: 15/30, loss: 2.0000, acc: 0.8522
(TESTING) task: 2, epoch: 15/30, loss: 1.9990, acc: 0.8538
(TESTING) task: 2, epoch: 15/30, loss: 1.9990, acc: 0.8553
(TESTING) task: 2, epoch: 15/30, loss: 1.9971, acc: 0.8568
(TESTING) task: 2, epoch: 15/30, loss: 1.9959, acc: 0.8560
(TESTING) task: 2, epoch: 15/30, loss: 1.9951, acc: 0.8564
(TESTING) task: 2, epoch: 15/30, loss: 1.9953, acc: 0.8556
(TESTING) task: 2, epoch: 15/30, loss: 1.9960, acc: 0.8559
(TESTING) task: 2, epoch: 15/30, loss: 1.9961, acc: 0.8583
(TESTING) task: 2, epoch: 15/30, loss: 1.9961, acc: 0.8596
(TESTING) task: 2, epoch: 15/30, loss: 1.9953, acc: 0.8599
(TESTING) task: 2, epoch: 15/30, loss: 1.9947, acc: 0.8621
(TRAINING) task: 2, epoch: 16/30, loss: 1.9844, acc: 0.9062
(TRAINING) task: 2, epoch: 16/30, loss: 1.9736, acc: 0.8926
(TRAINING) task: 2, epoch: 16/30, loss: 1.9766, acc: 0.8880
(TRAINING) task: 2, epoch: 16/30, loss: 1.9750, acc: 0.8887
(TRAINING) task: 2, epoch: 16/30, loss: 1.9750, acc: 0.8906
(TRAINING) task: 2, epoch: 16/30, loss: 1.9773, acc: 0.8848
(TRAINING) task: 2, epoch: 16/30, loss: 1.9777, acc: 0.8862
(TRAINING) task: 2, epoch: 16/30, loss: 1.9785, acc: 0.8838
(TRAINING) task: 2, epoch: 16/30, loss: 1.9778, acc: 0.8832
(TRAINING) task: 2, epoch: 16/30, loss: 1.9763, acc: 0.8855
(TRAINING) task: 2, epoch: 16/30, loss: 1.9769, acc: 0.8864
(TRAINING) task: 2, epoch: 16/30, loss: 1.9777, acc: 0.8835
(TRAINING) task: 2, epoch: 16/30, loss: 1.9763, acc: 0.8843
(TRAINING) task: 2, epoch: 16/30, loss: 1.9774, acc: 0.8842
(TRAINING) task: 2, epoch: 16/30, loss: 1.9769, acc: 0.8836
(TRAINING) task: 2, epoch: 16/30, loss: 1.9761, acc: 0.8840
(TRAINING) task: 2, epoch: 16/30, loss: 1.9755, acc: 0.8830
(TRAINING) task: 2, epoch: 16/30, loss: 1.9747, acc: 0.8841
(TRAINING) task: 2, epoch: 16/30, loss: 1.9742, acc: 0.8849
(TRAINING) task: 2, epoch: 16/30, loss: 1.9747, acc: 0.8840
(TESTING) task: 2, epoch: 16/30, loss: 2.0216, acc: 0.8125
(TESTING) task: 2, epoch: 16/30, loss: 1.9808, acc: 0.8438
(TESTING) task: 2, epoch: 16/30, loss: 1.9854, acc: 0.8333
(TESTING) task: 2, epoch: 16/30, loss: 1.9911, acc: 0.8594
(TESTING) task: 2, epoch: 16/30, loss: 1.9946, acc: 0.8375
(TESTING) task: 2, epoch: 16/30, loss: 1.9848, acc: 0.8646
(TESTING) task: 2, epoch: 16/30, loss: 1.9785, acc: 0.8661
(TESTING) task: 2, epoch: 16/30, loss: 1.9771, acc: 0.8672
(TESTING) task: 2, epoch: 16/30, loss: 1.9790, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9735, acc: 0.8812
(TESTING) task: 2, epoch: 16/30, loss: 1.9671, acc: 0.8864
(TESTING) task: 2, epoch: 16/30, loss: 1.9668, acc: 0.8854
(TESTING) task: 2, epoch: 16/30, loss: 1.9649, acc: 0.8846
(TESTING) task: 2, epoch: 16/30, loss: 1.9615, acc: 0.8884
(TESTING) task: 2, epoch: 16/30, loss: 1.9616, acc: 0.8917
(TESTING) task: 2, epoch: 16/30, loss: 1.9591, acc: 0.8906
(TESTING) task: 2, epoch: 16/30, loss: 1.9605, acc: 0.8824
(TESTING) task: 2, epoch: 16/30, loss: 1.9597, acc: 0.8889
(TESTING) task: 2, epoch: 16/30, loss: 1.9618, acc: 0.8816
(TESTING) task: 2, epoch: 16/30, loss: 1.9651, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9657, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9665, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9643, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9650, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9691, acc: 0.8700
(TESTING) task: 2, epoch: 16/30, loss: 1.9696, acc: 0.8702
(TESTING) task: 2, epoch: 16/30, loss: 1.9695, acc: 0.8704
(TESTING) task: 2, epoch: 16/30, loss: 1.9721, acc: 0.8661
(TESTING) task: 2, epoch: 16/30, loss: 1.9753, acc: 0.8664
(TESTING) task: 2, epoch: 16/30, loss: 1.9756, acc: 0.8708
(TESTING) task: 2, epoch: 16/30, loss: 1.9728, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9699, acc: 0.8770
(TESTING) task: 2, epoch: 16/30, loss: 1.9718, acc: 0.8712
(TESTING) task: 2, epoch: 16/30, loss: 1.9715, acc: 0.8732
(TESTING) task: 2, epoch: 16/30, loss: 1.9744, acc: 0.8732
(TESTING) task: 2, epoch: 16/30, loss: 1.9746, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9745, acc: 0.8784
(TESTING) task: 2, epoch: 16/30, loss: 1.9736, acc: 0.8783
(TESTING) task: 2, epoch: 16/30, loss: 1.9727, acc: 0.8814
(TESTING) task: 2, epoch: 16/30, loss: 1.9740, acc: 0.8812
(TESTING) task: 2, epoch: 16/30, loss: 1.9742, acc: 0.8780
(TESTING) task: 2, epoch: 16/30, loss: 1.9724, acc: 0.8780
(TESTING) task: 2, epoch: 16/30, loss: 1.9736, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9739, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9735, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9738, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9744, acc: 0.8737
(TESTING) task: 2, epoch: 16/30, loss: 1.9768, acc: 0.8711
(TESTING) task: 2, epoch: 16/30, loss: 1.9758, acc: 0.8724
(TESTING) task: 2, epoch: 16/30, loss: 1.9749, acc: 0.8738
(TESTING) task: 2, epoch: 16/30, loss: 1.9751, acc: 0.8713
(TESTING) task: 2, epoch: 16/30, loss: 1.9751, acc: 0.8726
(TESTING) task: 2, epoch: 16/30, loss: 1.9746, acc: 0.8726
(TESTING) task: 2, epoch: 16/30, loss: 1.9759, acc: 0.8727
(TESTING) task: 2, epoch: 16/30, loss: 1.9748, acc: 0.8727
(TESTING) task: 2, epoch: 16/30, loss: 1.9739, acc: 0.8728
(TESTING) task: 2, epoch: 16/30, loss: 1.9727, acc: 0.8728
(TESTING) task: 2, epoch: 16/30, loss: 1.9711, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9705, acc: 0.8771
(TESTING) task: 2, epoch: 16/30, loss: 1.9705, acc: 0.8781
(TESTING) task: 2, epoch: 16/30, loss: 1.9703, acc: 0.8781
(TESTING) task: 2, epoch: 16/30, loss: 1.9721, acc: 0.8750
(TESTING) task: 2, epoch: 16/30, loss: 1.9726, acc: 0.8690
(TRAINING) task: 2, epoch: 17/30, loss: 1.9728, acc: 0.8984
(TRAINING) task: 2, epoch: 17/30, loss: 1.9670, acc: 0.8848
(TRAINING) task: 2, epoch: 17/30, loss: 1.9659, acc: 0.8997
(TRAINING) task: 2, epoch: 17/30, loss: 1.9603, acc: 0.9072
(TRAINING) task: 2, epoch: 17/30, loss: 1.9597, acc: 0.8977
(TRAINING) task: 2, epoch: 17/30, loss: 1.9589, acc: 0.8926
(TRAINING) task: 2, epoch: 17/30, loss: 1.9598, acc: 0.8906
(TRAINING) task: 2, epoch: 17/30, loss: 1.9574, acc: 0.8906
(TRAINING) task: 2, epoch: 17/30, loss: 1.9595, acc: 0.8898
(TRAINING) task: 2, epoch: 17/30, loss: 1.9589, acc: 0.8887
(TRAINING) task: 2, epoch: 17/30, loss: 1.9578, acc: 0.8906
(TRAINING) task: 2, epoch: 17/30, loss: 1.9563, acc: 0.8896
(TRAINING) task: 2, epoch: 17/30, loss: 1.9562, acc: 0.8891
(TRAINING) task: 2, epoch: 17/30, loss: 1.9568, acc: 0.8892
(TRAINING) task: 2, epoch: 17/30, loss: 1.9562, acc: 0.8898
(TRAINING) task: 2, epoch: 17/30, loss: 1.9561, acc: 0.8914
(TRAINING) task: 2, epoch: 17/30, loss: 1.9553, acc: 0.8918
(TRAINING) task: 2, epoch: 17/30, loss: 1.9546, acc: 0.8917
(TRAINING) task: 2, epoch: 17/30, loss: 1.9548, acc: 0.8910
(TRAINING) task: 2, epoch: 17/30, loss: 1.9547, acc: 0.8895
(TESTING) task: 2, epoch: 17/30, loss: 1.9325, acc: 0.8750
(TESTING) task: 2, epoch: 17/30, loss: 1.9346, acc: 0.8438
(TESTING) task: 2, epoch: 17/30, loss: 1.9525, acc: 0.8125
(TESTING) task: 2, epoch: 17/30, loss: 1.9559, acc: 0.8594
(TESTING) task: 2, epoch: 17/30, loss: 1.9659, acc: 0.8750
(TESTING) task: 2, epoch: 17/30, loss: 1.9868, acc: 0.8542
(TESTING) task: 2, epoch: 17/30, loss: 1.9791, acc: 0.8571
(TESTING) task: 2, epoch: 17/30, loss: 1.9881, acc: 0.8672
(TESTING) task: 2, epoch: 17/30, loss: 1.9778, acc: 0.8750
(TESTING) task: 2, epoch: 17/30, loss: 1.9704, acc: 0.8812
(TESTING) task: 2, epoch: 17/30, loss: 1.9770, acc: 0.8750
(TESTING) task: 2, epoch: 17/30, loss: 1.9828, acc: 0.8698
(TESTING) task: 2, epoch: 17/30, loss: 1.9761, acc: 0.8750
(TESTING) task: 2, epoch: 17/30, loss: 1.9675, acc: 0.8839
(TESTING) task: 2, epoch: 17/30, loss: 1.9601, acc: 0.8917
(TESTING) task: 2, epoch: 17/30, loss: 1.9551, acc: 0.8945
(TESTING) task: 2, epoch: 17/30, loss: 1.9561, acc: 0.8860
(TESTING) task: 2, epoch: 17/30, loss: 1.9555, acc: 0.8854
(TESTING) task: 2, epoch: 17/30, loss: 1.9570, acc: 0.8849
(TESTING) task: 2, epoch: 17/30, loss: 1.9557, acc: 0.8844
(TESTING) task: 2, epoch: 17/30, loss: 1.9541, acc: 0.8810
(TESTING) task: 2, epoch: 17/30, loss: 1.9544, acc: 0.8807
(TESTING) task: 2, epoch: 17/30, loss: 1.9509, acc: 0.8859
(TESTING) task: 2, epoch: 17/30, loss: 1.9483, acc: 0.8880
(TESTING) task: 2, epoch: 17/30, loss: 1.9487, acc: 0.8875
(TESTING) task: 2, epoch: 17/30, loss: 1.9479, acc: 0.8822
(TESTING) task: 2, epoch: 17/30, loss: 1.9483, acc: 0.8796
(TESTING) task: 2, epoch: 17/30, loss: 1.9477, acc: 0.8839
(TESTING) task: 2, epoch: 17/30, loss: 1.9486, acc: 0.8793
(TESTING) task: 2, epoch: 17/30, loss: 1.9482, acc: 0.8833
(TESTING) task: 2, epoch: 17/30, loss: 1.9517, acc: 0.8790
(TESTING) task: 2, epoch: 17/30, loss: 1.9524, acc: 0.8809
(TESTING) task: 2, epoch: 17/30, loss: 1.9526, acc: 0.8826
(TESTING) task: 2, epoch: 17/30, loss: 1.9528, acc: 0.8805
(TESTING) task: 2, epoch: 17/30, loss: 1.9514, acc: 0.8821
(TESTING) task: 2, epoch: 17/30, loss: 1.9500, acc: 0.8819
(TESTING) task: 2, epoch: 17/30, loss: 1.9509, acc: 0.8834
(TESTING) task: 2, epoch: 17/30, loss: 1.9513, acc: 0.8799
(TESTING) task: 2, epoch: 17/30, loss: 1.9493, acc: 0.8830
(TESTING) task: 2, epoch: 17/30, loss: 1.9501, acc: 0.8828
(TESTING) task: 2, epoch: 17/30, loss: 1.9537, acc: 0.8796
(TESTING) task: 2, epoch: 17/30, loss: 1.9558, acc: 0.8780
(TESTING) task: 2, epoch: 17/30, loss: 1.9570, acc: 0.8779
(TESTING) task: 2, epoch: 17/30, loss: 1.9567, acc: 0.8778
(TESTING) task: 2, epoch: 17/30, loss: 1.9568, acc: 0.8778
(TESTING) task: 2, epoch: 17/30, loss: 1.9557, acc: 0.8791
(TESTING) task: 2, epoch: 17/30, loss: 1.9556, acc: 0.8777
(TESTING) task: 2, epoch: 17/30, loss: 1.9558, acc: 0.8776
(TESTING) task: 2, epoch: 17/30, loss: 1.9548, acc: 0.8801
(TESTING) task: 2, epoch: 17/30, loss: 1.9566, acc: 0.8775
(TESTING) task: 2, epoch: 17/30, loss: 1.9583, acc: 0.8750
(TESTING) task: 2, epoch: 17/30, loss: 1.9588, acc: 0.8738
(TESTING) task: 2, epoch: 17/30, loss: 1.9585, acc: 0.8738
(TESTING) task: 2, epoch: 17/30, loss: 1.9593, acc: 0.8727
(TESTING) task: 2, epoch: 17/30, loss: 1.9595, acc: 0.8693
(TESTING) task: 2, epoch: 17/30, loss: 1.9579, acc: 0.8694
(TESTING) task: 2, epoch: 17/30, loss: 1.9580, acc: 0.8684
(TESTING) task: 2, epoch: 17/30, loss: 1.9581, acc: 0.8685
(TESTING) task: 2, epoch: 17/30, loss: 1.9578, acc: 0.8686
(TESTING) task: 2, epoch: 17/30, loss: 1.9572, acc: 0.8698
(TESTING) task: 2, epoch: 17/30, loss: 1.9567, acc: 0.8699
(TESTING) task: 2, epoch: 17/30, loss: 1.9570, acc: 0.8690
(TESTING) task: 2, epoch: 17/30, loss: 1.9552, acc: 0.8710
(TRAINING) task: 2, epoch: 18/30, loss: 1.9581, acc: 0.8711
(TRAINING) task: 2, epoch: 18/30, loss: 1.9493, acc: 0.8867
(TRAINING) task: 2, epoch: 18/30, loss: 1.9473, acc: 0.8854
(TRAINING) task: 2, epoch: 18/30, loss: 1.9403, acc: 0.8916
(TRAINING) task: 2, epoch: 18/30, loss: 1.9420, acc: 0.8977
(TRAINING) task: 2, epoch: 18/30, loss: 1.9431, acc: 0.8932
(TRAINING) task: 2, epoch: 18/30, loss: 1.9452, acc: 0.8929
(TRAINING) task: 2, epoch: 18/30, loss: 1.9412, acc: 0.8979
(TRAINING) task: 2, epoch: 18/30, loss: 1.9422, acc: 0.8976
(TRAINING) task: 2, epoch: 18/30, loss: 1.9411, acc: 0.8969
(TRAINING) task: 2, epoch: 18/30, loss: 1.9413, acc: 0.8945
(TRAINING) task: 2, epoch: 18/30, loss: 1.9419, acc: 0.8932
(TRAINING) task: 2, epoch: 18/30, loss: 1.9420, acc: 0.8903
(TRAINING) task: 2, epoch: 18/30, loss: 1.9410, acc: 0.8926
(TRAINING) task: 2, epoch: 18/30, loss: 1.9414, acc: 0.8917
(TRAINING) task: 2, epoch: 18/30, loss: 1.9406, acc: 0.8914
(TRAINING) task: 2, epoch: 18/30, loss: 1.9400, acc: 0.8915
(TRAINING) task: 2, epoch: 18/30, loss: 1.9389, acc: 0.8919
(TRAINING) task: 2, epoch: 18/30, loss: 1.9395, acc: 0.8910
(TRAINING) task: 2, epoch: 18/30, loss: 1.9378, acc: 0.8932
(TESTING) task: 2, epoch: 18/30, loss: 1.9287, acc: 0.9375
(TESTING) task: 2, epoch: 18/30, loss: 1.8820, acc: 0.9375
(TESTING) task: 2, epoch: 18/30, loss: 1.8922, acc: 0.9583
(TESTING) task: 2, epoch: 18/30, loss: 1.9127, acc: 0.9531
(TESTING) task: 2, epoch: 18/30, loss: 1.9129, acc: 0.9500
(TESTING) task: 2, epoch: 18/30, loss: 1.9228, acc: 0.9479
(TESTING) task: 2, epoch: 18/30, loss: 1.9314, acc: 0.9375
(TESTING) task: 2, epoch: 18/30, loss: 1.9320, acc: 0.9297
(TESTING) task: 2, epoch: 18/30, loss: 1.9294, acc: 0.9167
(TESTING) task: 2, epoch: 18/30, loss: 1.9254, acc: 0.9187
(TESTING) task: 2, epoch: 18/30, loss: 1.9307, acc: 0.9091
(TESTING) task: 2, epoch: 18/30, loss: 1.9379, acc: 0.9062
(TESTING) task: 2, epoch: 18/30, loss: 1.9386, acc: 0.8990
(TESTING) task: 2, epoch: 18/30, loss: 1.9341, acc: 0.9062
(TESTING) task: 2, epoch: 18/30, loss: 1.9401, acc: 0.8875
(TESTING) task: 2, epoch: 18/30, loss: 1.9393, acc: 0.8789
(TESTING) task: 2, epoch: 18/30, loss: 1.9392, acc: 0.8787
(TESTING) task: 2, epoch: 18/30, loss: 1.9403, acc: 0.8785
(TESTING) task: 2, epoch: 18/30, loss: 1.9390, acc: 0.8750
(TESTING) task: 2, epoch: 18/30, loss: 1.9378, acc: 0.8750
(TESTING) task: 2, epoch: 18/30, loss: 1.9360, acc: 0.8750
(TESTING) task: 2, epoch: 18/30, loss: 1.9312, acc: 0.8807
(TESTING) task: 2, epoch: 18/30, loss: 1.9311, acc: 0.8804
(TESTING) task: 2, epoch: 18/30, loss: 1.9315, acc: 0.8802
(TESTING) task: 2, epoch: 18/30, loss: 1.9343, acc: 0.8775
(TESTING) task: 2, epoch: 18/30, loss: 1.9351, acc: 0.8774
(TESTING) task: 2, epoch: 18/30, loss: 1.9353, acc: 0.8796
(TESTING) task: 2, epoch: 18/30, loss: 1.9378, acc: 0.8772
(TESTING) task: 2, epoch: 18/30, loss: 1.9420, acc: 0.8728
(TESTING) task: 2, epoch: 18/30, loss: 1.9434, acc: 0.8729
(TESTING) task: 2, epoch: 18/30, loss: 1.9433, acc: 0.8730
(TESTING) task: 2, epoch: 18/30, loss: 1.9424, acc: 0.8711
(TESTING) task: 2, epoch: 18/30, loss: 1.9402, acc: 0.8731
(TESTING) task: 2, epoch: 18/30, loss: 1.9405, acc: 0.8732
(TESTING) task: 2, epoch: 18/30, loss: 1.9401, acc: 0.8732
(TESTING) task: 2, epoch: 18/30, loss: 1.9439, acc: 0.8681
(TESTING) task: 2, epoch: 18/30, loss: 1.9446, acc: 0.8699
(TESTING) task: 2, epoch: 18/30, loss: 1.9454, acc: 0.8684
(TESTING) task: 2, epoch: 18/30, loss: 1.9456, acc: 0.8686
(TESTING) task: 2, epoch: 18/30, loss: 1.9456, acc: 0.8672
(TESTING) task: 2, epoch: 18/30, loss: 1.9464, acc: 0.8628
(TESTING) task: 2, epoch: 18/30, loss: 1.9462, acc: 0.8631
(TESTING) task: 2, epoch: 18/30, loss: 1.9460, acc: 0.8634
(TESTING) task: 2, epoch: 18/30, loss: 1.9452, acc: 0.8651
(TESTING) task: 2, epoch: 18/30, loss: 1.9453, acc: 0.8625
(TESTING) task: 2, epoch: 18/30, loss: 1.9463, acc: 0.8614
(TESTING) task: 2, epoch: 18/30, loss: 1.9447, acc: 0.8617
(TESTING) task: 2, epoch: 18/30, loss: 1.9463, acc: 0.8555
(TESTING) task: 2, epoch: 18/30, loss: 1.9452, acc: 0.8584
(TESTING) task: 2, epoch: 18/30, loss: 1.9449, acc: 0.8588
(TESTING) task: 2, epoch: 18/30, loss: 1.9444, acc: 0.8591
(TESTING) task: 2, epoch: 18/30, loss: 1.9431, acc: 0.8594
(TESTING) task: 2, epoch: 18/30, loss: 1.9420, acc: 0.8597
(TESTING) task: 2, epoch: 18/30, loss: 1.9408, acc: 0.8611
(TESTING) task: 2, epoch: 18/30, loss: 1.9411, acc: 0.8591
(TESTING) task: 2, epoch: 18/30, loss: 1.9410, acc: 0.8616
(TESTING) task: 2, epoch: 18/30, loss: 1.9416, acc: 0.8629
(TESTING) task: 2, epoch: 18/30, loss: 1.9406, acc: 0.8642
(TESTING) task: 2, epoch: 18/30, loss: 1.9404, acc: 0.8644
(TESTING) task: 2, epoch: 18/30, loss: 1.9406, acc: 0.8646
(TESTING) task: 2, epoch: 18/30, loss: 1.9401, acc: 0.8658
(TESTING) task: 2, epoch: 18/30, loss: 1.9400, acc: 0.8669
(TESTING) task: 2, epoch: 18/30, loss: 1.9402, acc: 0.8671
(TRAINING) task: 2, epoch: 19/30, loss: 1.9304, acc: 0.8750
(TRAINING) task: 2, epoch: 19/30, loss: 1.9243, acc: 0.8848
(TRAINING) task: 2, epoch: 19/30, loss: 1.9394, acc: 0.8776
(TRAINING) task: 2, epoch: 19/30, loss: 1.9382, acc: 0.8779
(TRAINING) task: 2, epoch: 19/30, loss: 1.9312, acc: 0.8781
(TRAINING) task: 2, epoch: 19/30, loss: 1.9313, acc: 0.8828
(TRAINING) task: 2, epoch: 19/30, loss: 1.9307, acc: 0.8834
(TRAINING) task: 2, epoch: 19/30, loss: 1.9305, acc: 0.8872
(TRAINING) task: 2, epoch: 19/30, loss: 1.9314, acc: 0.8859
(TRAINING) task: 2, epoch: 19/30, loss: 1.9286, acc: 0.8891
(TRAINING) task: 2, epoch: 19/30, loss: 1.9276, acc: 0.8906
(TRAINING) task: 2, epoch: 19/30, loss: 1.9266, acc: 0.8929
(TRAINING) task: 2, epoch: 19/30, loss: 1.9267, acc: 0.8954
(TRAINING) task: 2, epoch: 19/30, loss: 1.9254, acc: 0.8954
(TRAINING) task: 2, epoch: 19/30, loss: 1.9247, acc: 0.8953
(TRAINING) task: 2, epoch: 19/30, loss: 1.9242, acc: 0.8977
(TRAINING) task: 2, epoch: 19/30, loss: 1.9240, acc: 0.8975
(TRAINING) task: 2, epoch: 19/30, loss: 1.9236, acc: 0.8980
(TRAINING) task: 2, epoch: 19/30, loss: 1.9232, acc: 0.8986
(TRAINING) task: 2, epoch: 19/30, loss: 1.9211, acc: 0.8989
(TESTING) task: 2, epoch: 19/30, loss: 1.9729, acc: 0.8125
(TESTING) task: 2, epoch: 19/30, loss: 1.8954, acc: 0.8750
(TESTING) task: 2, epoch: 19/30, loss: 1.9074, acc: 0.8750
(TESTING) task: 2, epoch: 19/30, loss: 1.9162, acc: 0.8750
(TESTING) task: 2, epoch: 19/30, loss: 1.9144, acc: 0.8875
(TESTING) task: 2, epoch: 19/30, loss: 1.9069, acc: 0.9062
(TESTING) task: 2, epoch: 19/30, loss: 1.9162, acc: 0.8929
(TESTING) task: 2, epoch: 19/30, loss: 1.9208, acc: 0.8906
(TESTING) task: 2, epoch: 19/30, loss: 1.9244, acc: 0.8958
(TESTING) task: 2, epoch: 19/30, loss: 1.9169, acc: 0.9000
(TESTING) task: 2, epoch: 19/30, loss: 1.9164, acc: 0.9034
(TESTING) task: 2, epoch: 19/30, loss: 1.9172, acc: 0.9010
(TESTING) task: 2, epoch: 19/30, loss: 1.9100, acc: 0.9038
(TESTING) task: 2, epoch: 19/30, loss: 1.9206, acc: 0.8750
(TESTING) task: 2, epoch: 19/30, loss: 1.9187, acc: 0.8833
(TESTING) task: 2, epoch: 19/30, loss: 1.9148, acc: 0.8867
(TESTING) task: 2, epoch: 19/30, loss: 1.9163, acc: 0.8824
(TESTING) task: 2, epoch: 19/30, loss: 1.9175, acc: 0.8785
(TESTING) task: 2, epoch: 19/30, loss: 1.9173, acc: 0.8816
(TESTING) task: 2, epoch: 19/30, loss: 1.9138, acc: 0.8844
(TESTING) task: 2, epoch: 19/30, loss: 1.9116, acc: 0.8899
(TESTING) task: 2, epoch: 19/30, loss: 1.9118, acc: 0.8920
(TESTING) task: 2, epoch: 19/30, loss: 1.9102, acc: 0.8940
(TESTING) task: 2, epoch: 19/30, loss: 1.9125, acc: 0.8906
(TESTING) task: 2, epoch: 19/30, loss: 1.9109, acc: 0.8950
(TESTING) task: 2, epoch: 19/30, loss: 1.9110, acc: 0.8966
(TESTING) task: 2, epoch: 19/30, loss: 1.9157, acc: 0.8935
(TESTING) task: 2, epoch: 19/30, loss: 1.9160, acc: 0.8906
(TESTING) task: 2, epoch: 19/30, loss: 1.9196, acc: 0.8858
(TESTING) task: 2, epoch: 19/30, loss: 1.9200, acc: 0.8833
(TESTING) task: 2, epoch: 19/30, loss: 1.9210, acc: 0.8810
(TESTING) task: 2, epoch: 19/30, loss: 1.9261, acc: 0.8770
(TESTING) task: 2, epoch: 19/30, loss: 1.9262, acc: 0.8788
(TESTING) task: 2, epoch: 19/30, loss: 1.9251, acc: 0.8824
(TESTING) task: 2, epoch: 19/30, loss: 1.9236, acc: 0.8821
(TESTING) task: 2, epoch: 19/30, loss: 1.9249, acc: 0.8802
(TESTING) task: 2, epoch: 19/30, loss: 1.9266, acc: 0.8767
(TESTING) task: 2, epoch: 19/30, loss: 1.9273, acc: 0.8750
(TESTING) task: 2, epoch: 19/30, loss: 1.9239, acc: 0.8782
(TESTING) task: 2, epoch: 19/30, loss: 1.9250, acc: 0.8766
(TESTING) task: 2, epoch: 19/30, loss: 1.9233, acc: 0.8780
(TESTING) task: 2, epoch: 19/30, loss: 1.9249, acc: 0.8795
(TESTING) task: 2, epoch: 19/30, loss: 1.9246, acc: 0.8794
(TESTING) task: 2, epoch: 19/30, loss: 1.9251, acc: 0.8793
(TESTING) task: 2, epoch: 19/30, loss: 1.9256, acc: 0.8778
(TESTING) task: 2, epoch: 19/30, loss: 1.9293, acc: 0.8764
(TESTING) task: 2, epoch: 19/30, loss: 1.9284, acc: 0.8750
(TESTING) task: 2, epoch: 19/30, loss: 1.9278, acc: 0.8776
(TESTING) task: 2, epoch: 19/30, loss: 1.9279, acc: 0.8776
(TESTING) task: 2, epoch: 19/30, loss: 1.9275, acc: 0.8762
(TESTING) task: 2, epoch: 19/30, loss: 1.9262, acc: 0.8775
(TESTING) task: 2, epoch: 19/30, loss: 1.9255, acc: 0.8774
(TESTING) task: 2, epoch: 19/30, loss: 1.9260, acc: 0.8762
(TESTING) task: 2, epoch: 19/30, loss: 1.9263, acc: 0.8762
(TESTING) task: 2, epoch: 19/30, loss: 1.9259, acc: 0.8784
(TESTING) task: 2, epoch: 19/30, loss: 1.9258, acc: 0.8783
(TESTING) task: 2, epoch: 19/30, loss: 1.9254, acc: 0.8794
(TESTING) task: 2, epoch: 19/30, loss: 1.9245, acc: 0.8815
(TESTING) task: 2, epoch: 19/30, loss: 1.9241, acc: 0.8824
(TESTING) task: 2, epoch: 19/30, loss: 1.9248, acc: 0.8802
(TESTING) task: 2, epoch: 19/30, loss: 1.9252, acc: 0.8801
(TESTING) task: 2, epoch: 19/30, loss: 1.9250, acc: 0.8800
(TESTING) task: 2, epoch: 19/30, loss: 1.9253, acc: 0.8819
(TRAINING) task: 2, epoch: 20/30, loss: 1.9188, acc: 0.8789
(TRAINING) task: 2, epoch: 20/30, loss: 1.9157, acc: 0.8848
(TRAINING) task: 2, epoch: 20/30, loss: 1.9174, acc: 0.8789
(TRAINING) task: 2, epoch: 20/30, loss: 1.9165, acc: 0.8750
(TRAINING) task: 2, epoch: 20/30, loss: 1.9141, acc: 0.8844
(TRAINING) task: 2, epoch: 20/30, loss: 1.9097, acc: 0.8900
(TRAINING) task: 2, epoch: 20/30, loss: 1.9078, acc: 0.8968
(TRAINING) task: 2, epoch: 20/30, loss: 1.9087, acc: 0.8994
(TRAINING) task: 2, epoch: 20/30, loss: 1.9084, acc: 0.9032
(TRAINING) task: 2, epoch: 20/30, loss: 1.9079, acc: 0.9047
(TRAINING) task: 2, epoch: 20/30, loss: 1.9086, acc: 0.9048
(TRAINING) task: 2, epoch: 20/30, loss: 1.9087, acc: 0.9043
(TRAINING) task: 2, epoch: 20/30, loss: 1.9108, acc: 0.9032
(TRAINING) task: 2, epoch: 20/30, loss: 1.9098, acc: 0.9057
(TRAINING) task: 2, epoch: 20/30, loss: 1.9085, acc: 0.9068
(TRAINING) task: 2, epoch: 20/30, loss: 1.9089, acc: 0.9050
(TRAINING) task: 2, epoch: 20/30, loss: 1.9092, acc: 0.9058
(TRAINING) task: 2, epoch: 20/30, loss: 1.9088, acc: 0.9062
(TRAINING) task: 2, epoch: 20/30, loss: 1.9087, acc: 0.9060
(TRAINING) task: 2, epoch: 20/30, loss: 1.9084, acc: 0.9056
(TESTING) task: 2, epoch: 20/30, loss: 1.9703, acc: 0.8750
(TESTING) task: 2, epoch: 20/30, loss: 1.9206, acc: 0.8750
(TESTING) task: 2, epoch: 20/30, loss: 1.9171, acc: 0.8958
(TESTING) task: 2, epoch: 20/30, loss: 1.8900, acc: 0.9219
(TESTING) task: 2, epoch: 20/30, loss: 1.9049, acc: 0.9000
(TESTING) task: 2, epoch: 20/30, loss: 1.9182, acc: 0.8958
(TESTING) task: 2, epoch: 20/30, loss: 1.9214, acc: 0.8929
(TESTING) task: 2, epoch: 20/30, loss: 1.9319, acc: 0.8828
(TESTING) task: 2, epoch: 20/30, loss: 1.9428, acc: 0.8681
(TESTING) task: 2, epoch: 20/30, loss: 1.9332, acc: 0.8812
(TESTING) task: 2, epoch: 20/30, loss: 1.9264, acc: 0.8864
(TESTING) task: 2, epoch: 20/30, loss: 1.9211, acc: 0.8854
(TESTING) task: 2, epoch: 20/30, loss: 1.9234, acc: 0.8894
(TESTING) task: 2, epoch: 20/30, loss: 1.9207, acc: 0.8884
(TESTING) task: 2, epoch: 20/30, loss: 1.9298, acc: 0.8792
(TESTING) task: 2, epoch: 20/30, loss: 1.9273, acc: 0.8789
(TESTING) task: 2, epoch: 20/30, loss: 1.9276, acc: 0.8750
(TESTING) task: 2, epoch: 20/30, loss: 1.9317, acc: 0.8715
(TESTING) task: 2, epoch: 20/30, loss: 1.9350, acc: 0.8717
(TESTING) task: 2, epoch: 20/30, loss: 1.9330, acc: 0.8750
(TESTING) task: 2, epoch: 20/30, loss: 1.9346, acc: 0.8750
(TESTING) task: 2, epoch: 20/30, loss: 1.9318, acc: 0.8778
(TESTING) task: 2, epoch: 20/30, loss: 1.9277, acc: 0.8804
(TESTING) task: 2, epoch: 20/30, loss: 1.9293, acc: 0.8802
(TESTING) task: 2, epoch: 20/30, loss: 1.9306, acc: 0.8775
(TESTING) task: 2, epoch: 20/30, loss: 1.9266, acc: 0.8822
(TESTING) task: 2, epoch: 20/30, loss: 1.9279, acc: 0.8819
(TESTING) task: 2, epoch: 20/30, loss: 1.9244, acc: 0.8817
(TESTING) task: 2, epoch: 20/30, loss: 1.9240, acc: 0.8815
(TESTING) task: 2, epoch: 20/30, loss: 1.9210, acc: 0.8854
(TESTING) task: 2, epoch: 20/30, loss: 1.9201, acc: 0.8851
(TESTING) task: 2, epoch: 20/30, loss: 1.9194, acc: 0.8867
(TESTING) task: 2, epoch: 20/30, loss: 1.9195, acc: 0.8845
(TESTING) task: 2, epoch: 20/30, loss: 1.9182, acc: 0.8860
(TESTING) task: 2, epoch: 20/30, loss: 1.9200, acc: 0.8786
(TESTING) task: 2, epoch: 20/30, loss: 1.9230, acc: 0.8767
(TESTING) task: 2, epoch: 20/30, loss: 1.9226, acc: 0.8801
(TESTING) task: 2, epoch: 20/30, loss: 1.9223, acc: 0.8799
(TESTING) task: 2, epoch: 20/30, loss: 1.9209, acc: 0.8798
(TESTING) task: 2, epoch: 20/30, loss: 1.9224, acc: 0.8781
(TESTING) task: 2, epoch: 20/30, loss: 1.9255, acc: 0.8735
(TESTING) task: 2, epoch: 20/30, loss: 1.9228, acc: 0.8750
(TESTING) task: 2, epoch: 20/30, loss: 1.9205, acc: 0.8750
(TESTING) task: 2, epoch: 20/30, loss: 1.9193, acc: 0.8764
(TESTING) task: 2, epoch: 20/30, loss: 1.9198, acc: 0.8750
(TESTING) task: 2, epoch: 20/30, loss: 1.9201, acc: 0.8750
(TESTING) task: 2, epoch: 20/30, loss: 1.9191, acc: 0.8777
(TESTING) task: 2, epoch: 20/30, loss: 1.9191, acc: 0.8789
(TESTING) task: 2, epoch: 20/30, loss: 1.9179, acc: 0.8801
(TESTING) task: 2, epoch: 20/30, loss: 1.9184, acc: 0.8812
(TESTING) task: 2, epoch: 20/30, loss: 1.9168, acc: 0.8811
(TESTING) task: 2, epoch: 20/30, loss: 1.9158, acc: 0.8810
(TESTING) task: 2, epoch: 20/30, loss: 1.9161, acc: 0.8797
(TESTING) task: 2, epoch: 20/30, loss: 1.9158, acc: 0.8796
(TESTING) task: 2, epoch: 20/30, loss: 1.9161, acc: 0.8807
(TESTING) task: 2, epoch: 20/30, loss: 1.9164, acc: 0.8795
(TESTING) task: 2, epoch: 20/30, loss: 1.9160, acc: 0.8805
(TESTING) task: 2, epoch: 20/30, loss: 1.9166, acc: 0.8793
(TESTING) task: 2, epoch: 20/30, loss: 1.9158, acc: 0.8803
(TESTING) task: 2, epoch: 20/30, loss: 1.9156, acc: 0.8812
(TESTING) task: 2, epoch: 20/30, loss: 1.9154, acc: 0.8811
(TESTING) task: 2, epoch: 20/30, loss: 1.9150, acc: 0.8831
(TESTING) task: 2, epoch: 20/30, loss: 1.9140, acc: 0.8849
(TRAINING) task: 2, epoch: 21/30, loss: 1.8855, acc: 0.9336
(TRAINING) task: 2, epoch: 21/30, loss: 1.8963, acc: 0.9238
(TRAINING) task: 2, epoch: 21/30, loss: 1.9022, acc: 0.9141
(TRAINING) task: 2, epoch: 21/30, loss: 1.8983, acc: 0.9199
(TRAINING) task: 2, epoch: 21/30, loss: 1.8990, acc: 0.9141
(TRAINING) task: 2, epoch: 21/30, loss: 1.9009, acc: 0.9134
(TRAINING) task: 2, epoch: 21/30, loss: 1.9024, acc: 0.9107
(TRAINING) task: 2, epoch: 21/30, loss: 1.9005, acc: 0.9097
(TRAINING) task: 2, epoch: 21/30, loss: 1.8989, acc: 0.9102
(TRAINING) task: 2, epoch: 21/30, loss: 1.9003, acc: 0.9090
(TRAINING) task: 2, epoch: 21/30, loss: 1.9017, acc: 0.9031
(TRAINING) task: 2, epoch: 21/30, loss: 1.8991, acc: 0.9053
(TRAINING) task: 2, epoch: 21/30, loss: 1.9005, acc: 0.9029
(TRAINING) task: 2, epoch: 21/30, loss: 1.9010, acc: 0.9018
(TRAINING) task: 2, epoch: 21/30, loss: 1.8997, acc: 0.9029
(TRAINING) task: 2, epoch: 21/30, loss: 1.8989, acc: 0.9048
(TRAINING) task: 2, epoch: 21/30, loss: 1.8986, acc: 0.9042
(TRAINING) task: 2, epoch: 21/30, loss: 1.8984, acc: 0.9039
(TRAINING) task: 2, epoch: 21/30, loss: 1.8977, acc: 0.9048
(TRAINING) task: 2, epoch: 21/30, loss: 1.8974, acc: 0.9055
(TESTING) task: 2, epoch: 21/30, loss: 1.9775, acc: 0.6875
(TESTING) task: 2, epoch: 21/30, loss: 1.9801, acc: 0.7188
(TESTING) task: 2, epoch: 21/30, loss: 1.9565, acc: 0.7917
(TESTING) task: 2, epoch: 21/30, loss: 1.9481, acc: 0.7969
(TESTING) task: 2, epoch: 21/30, loss: 1.9295, acc: 0.8125
(TESTING) task: 2, epoch: 21/30, loss: 1.9322, acc: 0.8229
(TESTING) task: 2, epoch: 21/30, loss: 1.9283, acc: 0.8304
(TESTING) task: 2, epoch: 21/30, loss: 1.9342, acc: 0.8203
(TESTING) task: 2, epoch: 21/30, loss: 1.9345, acc: 0.8264
(TESTING) task: 2, epoch: 21/30, loss: 1.9271, acc: 0.8313
(TESTING) task: 2, epoch: 21/30, loss: 1.9239, acc: 0.8352
(TESTING) task: 2, epoch: 21/30, loss: 1.9234, acc: 0.8281
(TESTING) task: 2, epoch: 21/30, loss: 1.9224, acc: 0.8317
(TESTING) task: 2, epoch: 21/30, loss: 1.9153, acc: 0.8393
(TESTING) task: 2, epoch: 21/30, loss: 1.9150, acc: 0.8375
(TESTING) task: 2, epoch: 21/30, loss: 1.9146, acc: 0.8438
(TESTING) task: 2, epoch: 21/30, loss: 1.9126, acc: 0.8456
(TESTING) task: 2, epoch: 21/30, loss: 1.9135, acc: 0.8542
(TESTING) task: 2, epoch: 21/30, loss: 1.9139, acc: 0.8586
(TESTING) task: 2, epoch: 21/30, loss: 1.9145, acc: 0.8656
(TESTING) task: 2, epoch: 21/30, loss: 1.9135, acc: 0.8661
(TESTING) task: 2, epoch: 21/30, loss: 1.9088, acc: 0.8693
(TESTING) task: 2, epoch: 21/30, loss: 1.9109, acc: 0.8696
(TESTING) task: 2, epoch: 21/30, loss: 1.9080, acc: 0.8724
(TESTING) task: 2, epoch: 21/30, loss: 1.9090, acc: 0.8725
(TESTING) task: 2, epoch: 21/30, loss: 1.9074, acc: 0.8750
(TESTING) task: 2, epoch: 21/30, loss: 1.9049, acc: 0.8750
(TESTING) task: 2, epoch: 21/30, loss: 1.9084, acc: 0.8728
(TESTING) task: 2, epoch: 21/30, loss: 1.9056, acc: 0.8728
(TESTING) task: 2, epoch: 21/30, loss: 1.9059, acc: 0.8750
(TESTING) task: 2, epoch: 21/30, loss: 1.9058, acc: 0.8750
(TESTING) task: 2, epoch: 21/30, loss: 1.9055, acc: 0.8750
(TESTING) task: 2, epoch: 21/30, loss: 1.9025, acc: 0.8750
(TESTING) task: 2, epoch: 21/30, loss: 1.9012, acc: 0.8768
(TESTING) task: 2, epoch: 21/30, loss: 1.8993, acc: 0.8804
(TESTING) task: 2, epoch: 21/30, loss: 1.9015, acc: 0.8785
(TESTING) task: 2, epoch: 21/30, loss: 1.9029, acc: 0.8767
(TESTING) task: 2, epoch: 21/30, loss: 1.9038, acc: 0.8766
(TESTING) task: 2, epoch: 21/30, loss: 1.9017, acc: 0.8782
(TESTING) task: 2, epoch: 21/30, loss: 1.9040, acc: 0.8750
(TESTING) task: 2, epoch: 21/30, loss: 1.9035, acc: 0.8750
(TESTING) task: 2, epoch: 21/30, loss: 1.9041, acc: 0.8735
(TESTING) task: 2, epoch: 21/30, loss: 1.9050, acc: 0.8765
(TESTING) task: 2, epoch: 21/30, loss: 1.9054, acc: 0.8750
(TESTING) task: 2, epoch: 21/30, loss: 1.9061, acc: 0.8750
(TESTING) task: 2, epoch: 21/30, loss: 1.9061, acc: 0.8750
(TESTING) task: 2, epoch: 21/30, loss: 1.9062, acc: 0.8777
(TESTING) task: 2, epoch: 21/30, loss: 1.9069, acc: 0.8789
(TESTING) task: 2, epoch: 21/30, loss: 1.9062, acc: 0.8788
(TESTING) task: 2, epoch: 21/30, loss: 1.9066, acc: 0.8788
(TESTING) task: 2, epoch: 21/30, loss: 1.9067, acc: 0.8787
(TESTING) task: 2, epoch: 21/30, loss: 1.9077, acc: 0.8786
(TESTING) task: 2, epoch: 21/30, loss: 1.9073, acc: 0.8785
(TESTING) task: 2, epoch: 21/30, loss: 1.9077, acc: 0.8773
(TESTING) task: 2, epoch: 21/30, loss: 1.9065, acc: 0.8784
(TESTING) task: 2, epoch: 21/30, loss: 1.9057, acc: 0.8795
(TESTING) task: 2, epoch: 21/30, loss: 1.9063, acc: 0.8783
(TESTING) task: 2, epoch: 21/30, loss: 1.9048, acc: 0.8804
(TESTING) task: 2, epoch: 21/30, loss: 1.9035, acc: 0.8814
(TESTING) task: 2, epoch: 21/30, loss: 1.9034, acc: 0.8812
(TESTING) task: 2, epoch: 21/30, loss: 1.9030, acc: 0.8801
(TESTING) task: 2, epoch: 21/30, loss: 1.9045, acc: 0.8780
(TESTING) task: 2, epoch: 21/30, loss: 1.9044, acc: 0.8780
(TRAINING) task: 2, epoch: 22/30, loss: 1.8726, acc: 0.9023
(TRAINING) task: 2, epoch: 22/30, loss: 1.8829, acc: 0.8945
(TRAINING) task: 2, epoch: 22/30, loss: 1.8815, acc: 0.8997
(TRAINING) task: 2, epoch: 22/30, loss: 1.8898, acc: 0.8906
(TRAINING) task: 2, epoch: 22/30, loss: 1.8873, acc: 0.8977
(TRAINING) task: 2, epoch: 22/30, loss: 1.8871, acc: 0.8997
(TRAINING) task: 2, epoch: 22/30, loss: 1.8881, acc: 0.9023
(TRAINING) task: 2, epoch: 22/30, loss: 1.8894, acc: 0.9014
(TRAINING) task: 2, epoch: 22/30, loss: 1.8906, acc: 0.9019
(TRAINING) task: 2, epoch: 22/30, loss: 1.8886, acc: 0.9023
(TRAINING) task: 2, epoch: 22/30, loss: 1.8878, acc: 0.9023
(TRAINING) task: 2, epoch: 22/30, loss: 1.8887, acc: 0.9010
(TRAINING) task: 2, epoch: 22/30, loss: 1.8868, acc: 0.9029
(TRAINING) task: 2, epoch: 22/30, loss: 1.8875, acc: 0.9012
(TRAINING) task: 2, epoch: 22/30, loss: 1.8872, acc: 0.9010
(TRAINING) task: 2, epoch: 22/30, loss: 1.8878, acc: 0.9019
(TRAINING) task: 2, epoch: 22/30, loss: 1.8879, acc: 0.9010
(TRAINING) task: 2, epoch: 22/30, loss: 1.8884, acc: 0.9017
(TRAINING) task: 2, epoch: 22/30, loss: 1.8874, acc: 0.9036
(TRAINING) task: 2, epoch: 22/30, loss: 1.8869, acc: 0.9036
(TESTING) task: 2, epoch: 22/30, loss: 1.9878, acc: 0.9375
(TESTING) task: 2, epoch: 22/30, loss: 1.9428, acc: 0.8750
(TESTING) task: 2, epoch: 22/30, loss: 1.9098, acc: 0.8750
(TESTING) task: 2, epoch: 22/30, loss: 1.8964, acc: 0.9062
(TESTING) task: 2, epoch: 22/30, loss: 1.9048, acc: 0.9000
(TESTING) task: 2, epoch: 22/30, loss: 1.8995, acc: 0.9062
(TESTING) task: 2, epoch: 22/30, loss: 1.8859, acc: 0.9107
(TESTING) task: 2, epoch: 22/30, loss: 1.8760, acc: 0.9219
(TESTING) task: 2, epoch: 22/30, loss: 1.8786, acc: 0.9097
(TESTING) task: 2, epoch: 22/30, loss: 1.8751, acc: 0.9062
(TESTING) task: 2, epoch: 22/30, loss: 1.8827, acc: 0.9034
(TESTING) task: 2, epoch: 22/30, loss: 1.8830, acc: 0.9010
(TESTING) task: 2, epoch: 22/30, loss: 1.8851, acc: 0.8942
(TESTING) task: 2, epoch: 22/30, loss: 1.8846, acc: 0.8884
(TESTING) task: 2, epoch: 22/30, loss: 1.8855, acc: 0.8833
(TESTING) task: 2, epoch: 22/30, loss: 1.8802, acc: 0.8867
(TESTING) task: 2, epoch: 22/30, loss: 1.8800, acc: 0.8860
(TESTING) task: 2, epoch: 22/30, loss: 1.8747, acc: 0.8889
(TESTING) task: 2, epoch: 22/30, loss: 1.8735, acc: 0.8914
(TESTING) task: 2, epoch: 22/30, loss: 1.8745, acc: 0.8906
(TESTING) task: 2, epoch: 22/30, loss: 1.8761, acc: 0.8929
(TESTING) task: 2, epoch: 22/30, loss: 1.8772, acc: 0.8892
(TESTING) task: 2, epoch: 22/30, loss: 1.8812, acc: 0.8859
(TESTING) task: 2, epoch: 22/30, loss: 1.8821, acc: 0.8854
(TESTING) task: 2, epoch: 22/30, loss: 1.8830, acc: 0.8850
(TESTING) task: 2, epoch: 22/30, loss: 1.8864, acc: 0.8870
(TESTING) task: 2, epoch: 22/30, loss: 1.8896, acc: 0.8819
(TESTING) task: 2, epoch: 22/30, loss: 1.8909, acc: 0.8795
(TESTING) task: 2, epoch: 22/30, loss: 1.8904, acc: 0.8815
(TESTING) task: 2, epoch: 22/30, loss: 1.8894, acc: 0.8792
(TESTING) task: 2, epoch: 22/30, loss: 1.8900, acc: 0.8810
(TESTING) task: 2, epoch: 22/30, loss: 1.8890, acc: 0.8809
(TESTING) task: 2, epoch: 22/30, loss: 1.8863, acc: 0.8826
(TESTING) task: 2, epoch: 22/30, loss: 1.8891, acc: 0.8805
(TESTING) task: 2, epoch: 22/30, loss: 1.8908, acc: 0.8786
(TESTING) task: 2, epoch: 22/30, loss: 1.8926, acc: 0.8785
(TESTING) task: 2, epoch: 22/30, loss: 1.8924, acc: 0.8784
(TESTING) task: 2, epoch: 22/30, loss: 1.8934, acc: 0.8816
(TESTING) task: 2, epoch: 22/30, loss: 1.8929, acc: 0.8814
(TESTING) task: 2, epoch: 22/30, loss: 1.8941, acc: 0.8781
(TESTING) task: 2, epoch: 22/30, loss: 1.8933, acc: 0.8811
(TESTING) task: 2, epoch: 22/30, loss: 1.8945, acc: 0.8795
(TESTING) task: 2, epoch: 22/30, loss: 1.8930, acc: 0.8794
(TESTING) task: 2, epoch: 22/30, loss: 1.8932, acc: 0.8778
(TESTING) task: 2, epoch: 22/30, loss: 1.8950, acc: 0.8764
(TESTING) task: 2, epoch: 22/30, loss: 1.8949, acc: 0.8764
(TESTING) task: 2, epoch: 22/30, loss: 1.8945, acc: 0.8750
(TESTING) task: 2, epoch: 22/30, loss: 1.8941, acc: 0.8724
(TESTING) task: 2, epoch: 22/30, loss: 1.8958, acc: 0.8712
(TESTING) task: 2, epoch: 22/30, loss: 1.8957, acc: 0.8725
(TESTING) task: 2, epoch: 22/30, loss: 1.8952, acc: 0.8713
(TESTING) task: 2, epoch: 22/30, loss: 1.8941, acc: 0.8726
(TESTING) task: 2, epoch: 22/30, loss: 1.8940, acc: 0.8726
(TESTING) task: 2, epoch: 22/30, loss: 1.8947, acc: 0.8738
(TESTING) task: 2, epoch: 22/30, loss: 1.8936, acc: 0.8750
(TESTING) task: 2, epoch: 22/30, loss: 1.8937, acc: 0.8761
(TESTING) task: 2, epoch: 22/30, loss: 1.8947, acc: 0.8783
(TESTING) task: 2, epoch: 22/30, loss: 1.8957, acc: 0.8772
(TESTING) task: 2, epoch: 22/30, loss: 1.8947, acc: 0.8792
(TESTING) task: 2, epoch: 22/30, loss: 1.8946, acc: 0.8802
(TESTING) task: 2, epoch: 22/30, loss: 1.8934, acc: 0.8801
(TESTING) task: 2, epoch: 22/30, loss: 1.8943, acc: 0.8790
(TESTING) task: 2, epoch: 22/30, loss: 1.8967, acc: 0.8770
(TRAINING) task: 2, epoch: 23/30, loss: 1.8869, acc: 0.9336
(TRAINING) task: 2, epoch: 23/30, loss: 1.8788, acc: 0.9160
(TRAINING) task: 2, epoch: 23/30, loss: 1.8712, acc: 0.9076
(TRAINING) task: 2, epoch: 23/30, loss: 1.8745, acc: 0.9131
(TRAINING) task: 2, epoch: 23/30, loss: 1.8753, acc: 0.9117
(TRAINING) task: 2, epoch: 23/30, loss: 1.8759, acc: 0.9115
(TRAINING) task: 2, epoch: 23/30, loss: 1.8775, acc: 0.9096
(TRAINING) task: 2, epoch: 23/30, loss: 1.8769, acc: 0.9077
(TRAINING) task: 2, epoch: 23/30, loss: 1.8766, acc: 0.9067
(TRAINING) task: 2, epoch: 23/30, loss: 1.8756, acc: 0.9051
(TRAINING) task: 2, epoch: 23/30, loss: 1.8771, acc: 0.9002
(TRAINING) task: 2, epoch: 23/30, loss: 1.8763, acc: 0.9030
(TRAINING) task: 2, epoch: 23/30, loss: 1.8757, acc: 0.9059
(TRAINING) task: 2, epoch: 23/30, loss: 1.8752, acc: 0.9054
(TRAINING) task: 2, epoch: 23/30, loss: 1.8757, acc: 0.9065
(TRAINING) task: 2, epoch: 23/30, loss: 1.8768, acc: 0.9045
(TRAINING) task: 2, epoch: 23/30, loss: 1.8792, acc: 0.9007
(TRAINING) task: 2, epoch: 23/30, loss: 1.8793, acc: 0.9013
(TRAINING) task: 2, epoch: 23/30, loss: 1.8795, acc: 0.9003
(TRAINING) task: 2, epoch: 23/30, loss: 1.8795, acc: 0.9023
(TESTING) task: 2, epoch: 23/30, loss: 1.9104, acc: 0.9375
(TESTING) task: 2, epoch: 23/30, loss: 1.8871, acc: 0.8750
(TESTING) task: 2, epoch: 23/30, loss: 1.8644, acc: 0.9167
(TESTING) task: 2, epoch: 23/30, loss: 1.8929, acc: 0.8594
(TESTING) task: 2, epoch: 23/30, loss: 1.8973, acc: 0.8375
(TESTING) task: 2, epoch: 23/30, loss: 1.8968, acc: 0.8438
(TESTING) task: 2, epoch: 23/30, loss: 1.9033, acc: 0.8482
(TESTING) task: 2, epoch: 23/30, loss: 1.8983, acc: 0.8594
(TESTING) task: 2, epoch: 23/30, loss: 1.8926, acc: 0.8542
(TESTING) task: 2, epoch: 23/30, loss: 1.8951, acc: 0.8438
(TESTING) task: 2, epoch: 23/30, loss: 1.8939, acc: 0.8580
(TESTING) task: 2, epoch: 23/30, loss: 1.8876, acc: 0.8698
(TESTING) task: 2, epoch: 23/30, loss: 1.8936, acc: 0.8654
(TESTING) task: 2, epoch: 23/30, loss: 1.8960, acc: 0.8661
(TESTING) task: 2, epoch: 23/30, loss: 1.8971, acc: 0.8667
(TESTING) task: 2, epoch: 23/30, loss: 1.8932, acc: 0.8750
(TESTING) task: 2, epoch: 23/30, loss: 1.8923, acc: 0.8713
(TESTING) task: 2, epoch: 23/30, loss: 1.8952, acc: 0.8681
(TESTING) task: 2, epoch: 23/30, loss: 1.8941, acc: 0.8684
(TESTING) task: 2, epoch: 23/30, loss: 1.8926, acc: 0.8750
(TESTING) task: 2, epoch: 23/30, loss: 1.8942, acc: 0.8750
(TESTING) task: 2, epoch: 23/30, loss: 1.8967, acc: 0.8665
(TESTING) task: 2, epoch: 23/30, loss: 1.8983, acc: 0.8587
(TESTING) task: 2, epoch: 23/30, loss: 1.8988, acc: 0.8568
(TESTING) task: 2, epoch: 23/30, loss: 1.8966, acc: 0.8575
(TESTING) task: 2, epoch: 23/30, loss: 1.8975, acc: 0.8606
(TESTING) task: 2, epoch: 23/30, loss: 1.8964, acc: 0.8611
(TESTING) task: 2, epoch: 23/30, loss: 1.8951, acc: 0.8638
(TESTING) task: 2, epoch: 23/30, loss: 1.8948, acc: 0.8664
(TESTING) task: 2, epoch: 23/30, loss: 1.8936, acc: 0.8688
(TESTING) task: 2, epoch: 23/30, loss: 1.8910, acc: 0.8690
(TESTING) task: 2, epoch: 23/30, loss: 1.8929, acc: 0.8652
(TESTING) task: 2, epoch: 23/30, loss: 1.8941, acc: 0.8655
(TESTING) task: 2, epoch: 23/30, loss: 1.8942, acc: 0.8640
(TESTING) task: 2, epoch: 23/30, loss: 1.8944, acc: 0.8643
(TESTING) task: 2, epoch: 23/30, loss: 1.8951, acc: 0.8646
(TESTING) task: 2, epoch: 23/30, loss: 1.8925, acc: 0.8632
(TESTING) task: 2, epoch: 23/30, loss: 1.8911, acc: 0.8651
(TESTING) task: 2, epoch: 23/30, loss: 1.8905, acc: 0.8670
(TESTING) task: 2, epoch: 23/30, loss: 1.8890, acc: 0.8672
(TESTING) task: 2, epoch: 23/30, loss: 1.8892, acc: 0.8689
(TESTING) task: 2, epoch: 23/30, loss: 1.8918, acc: 0.8661
(TESTING) task: 2, epoch: 23/30, loss: 1.8903, acc: 0.8663
(TESTING) task: 2, epoch: 23/30, loss: 1.8894, acc: 0.8665
(TESTING) task: 2, epoch: 23/30, loss: 1.8880, acc: 0.8694
(TESTING) task: 2, epoch: 23/30, loss: 1.8894, acc: 0.8682
(TESTING) task: 2, epoch: 23/30, loss: 1.8902, acc: 0.8697
(TESTING) task: 2, epoch: 23/30, loss: 1.8906, acc: 0.8698
(TESTING) task: 2, epoch: 23/30, loss: 1.8893, acc: 0.8712
(TESTING) task: 2, epoch: 23/30, loss: 1.8906, acc: 0.8700
(TESTING) task: 2, epoch: 23/30, loss: 1.8911, acc: 0.8701
(TESTING) task: 2, epoch: 23/30, loss: 1.8905, acc: 0.8702
(TESTING) task: 2, epoch: 23/30, loss: 1.8900, acc: 0.8726
(TESTING) task: 2, epoch: 23/30, loss: 1.8906, acc: 0.8727
(TESTING) task: 2, epoch: 23/30, loss: 1.8912, acc: 0.8716
(TESTING) task: 2, epoch: 23/30, loss: 1.8898, acc: 0.8728
(TESTING) task: 2, epoch: 23/30, loss: 1.8906, acc: 0.8739
(TESTING) task: 2, epoch: 23/30, loss: 1.8897, acc: 0.8750
(TESTING) task: 2, epoch: 23/30, loss: 1.8888, acc: 0.8761
(TESTING) task: 2, epoch: 23/30, loss: 1.8883, acc: 0.8771
(TESTING) task: 2, epoch: 23/30, loss: 1.8893, acc: 0.8740
(TESTING) task: 2, epoch: 23/30, loss: 1.8890, acc: 0.8730
(TESTING) task: 2, epoch: 23/30, loss: 1.8884, acc: 0.8750
(TRAINING) task: 2, epoch: 24/30, loss: 1.8721, acc: 0.9023
(TRAINING) task: 2, epoch: 24/30, loss: 1.8721, acc: 0.9023
(TRAINING) task: 2, epoch: 24/30, loss: 1.8795, acc: 0.8971
(TRAINING) task: 2, epoch: 24/30, loss: 1.8767, acc: 0.9014
(TRAINING) task: 2, epoch: 24/30, loss: 1.8764, acc: 0.8992
(TRAINING) task: 2, epoch: 24/30, loss: 1.8757, acc: 0.8945
(TRAINING) task: 2, epoch: 24/30, loss: 1.8761, acc: 0.8884
(TRAINING) task: 2, epoch: 24/30, loss: 1.8779, acc: 0.8862
(TRAINING) task: 2, epoch: 24/30, loss: 1.8760, acc: 0.8872
(TRAINING) task: 2, epoch: 24/30, loss: 1.8759, acc: 0.8852
(TRAINING) task: 2, epoch: 24/30, loss: 1.8749, acc: 0.8839
(TRAINING) task: 2, epoch: 24/30, loss: 1.8749, acc: 0.8844
(TRAINING) task: 2, epoch: 24/30, loss: 1.8765, acc: 0.8834
(TRAINING) task: 2, epoch: 24/30, loss: 1.8762, acc: 0.8839
(TRAINING) task: 2, epoch: 24/30, loss: 1.8771, acc: 0.8849
(TRAINING) task: 2, epoch: 24/30, loss: 1.8751, acc: 0.8867
(TRAINING) task: 2, epoch: 24/30, loss: 1.8751, acc: 0.8874
(TRAINING) task: 2, epoch: 24/30, loss: 1.8751, acc: 0.8876
(TRAINING) task: 2, epoch: 24/30, loss: 1.8747, acc: 0.8896
(TRAINING) task: 2, epoch: 24/30, loss: 1.8728, acc: 0.8933
(TESTING) task: 2, epoch: 24/30, loss: 1.8569, acc: 0.9375
(TESTING) task: 2, epoch: 24/30, loss: 1.9169, acc: 0.8125
(TESTING) task: 2, epoch: 24/30, loss: 1.8874, acc: 0.8750
(TESTING) task: 2, epoch: 24/30, loss: 1.8483, acc: 0.9062
(TESTING) task: 2, epoch: 24/30, loss: 1.8882, acc: 0.8375
(TESTING) task: 2, epoch: 24/30, loss: 1.8905, acc: 0.8333
(TESTING) task: 2, epoch: 24/30, loss: 1.8867, acc: 0.8482
(TESTING) task: 2, epoch: 24/30, loss: 1.8818, acc: 0.8516
(TESTING) task: 2, epoch: 24/30, loss: 1.8794, acc: 0.8611
(TESTING) task: 2, epoch: 24/30, loss: 1.8764, acc: 0.8750
(TESTING) task: 2, epoch: 24/30, loss: 1.8701, acc: 0.8807
(TESTING) task: 2, epoch: 24/30, loss: 1.8689, acc: 0.8854
(TESTING) task: 2, epoch: 24/30, loss: 1.8778, acc: 0.8750
(TESTING) task: 2, epoch: 24/30, loss: 1.8768, acc: 0.8705
(TESTING) task: 2, epoch: 24/30, loss: 1.8789, acc: 0.8708
(TESTING) task: 2, epoch: 24/30, loss: 1.8749, acc: 0.8750
(TESTING) task: 2, epoch: 24/30, loss: 1.8771, acc: 0.8787
(TESTING) task: 2, epoch: 24/30, loss: 1.8779, acc: 0.8785
(TESTING) task: 2, epoch: 24/30, loss: 1.8803, acc: 0.8783
(TESTING) task: 2, epoch: 24/30, loss: 1.8822, acc: 0.8781
(TESTING) task: 2, epoch: 24/30, loss: 1.8791, acc: 0.8750
(TESTING) task: 2, epoch: 24/30, loss: 1.8861, acc: 0.8580
(TESTING) task: 2, epoch: 24/30, loss: 1.8870, acc: 0.8587
(TESTING) task: 2, epoch: 24/30, loss: 1.8890, acc: 0.8620
(TESTING) task: 2, epoch: 24/30, loss: 1.8905, acc: 0.8600
(TESTING) task: 2, epoch: 24/30, loss: 1.8898, acc: 0.8606
(TESTING) task: 2, epoch: 24/30, loss: 1.8889, acc: 0.8611
(TESTING) task: 2, epoch: 24/30, loss: 1.8884, acc: 0.8638
(TESTING) task: 2, epoch: 24/30, loss: 1.8889, acc: 0.8642
(TESTING) task: 2, epoch: 24/30, loss: 1.8903, acc: 0.8625
(TESTING) task: 2, epoch: 24/30, loss: 1.8949, acc: 0.8548
(TESTING) task: 2, epoch: 24/30, loss: 1.8921, acc: 0.8555
(TESTING) task: 2, epoch: 24/30, loss: 1.8911, acc: 0.8561
(TESTING) task: 2, epoch: 24/30, loss: 1.8912, acc: 0.8566
(TESTING) task: 2, epoch: 24/30, loss: 1.8910, acc: 0.8589
(TESTING) task: 2, epoch: 24/30, loss: 1.8888, acc: 0.8611
(TESTING) task: 2, epoch: 24/30, loss: 1.8859, acc: 0.8649
(TESTING) task: 2, epoch: 24/30, loss: 1.8840, acc: 0.8668
(TESTING) task: 2, epoch: 24/30, loss: 1.8836, acc: 0.8686
(TESTING) task: 2, epoch: 24/30, loss: 1.8839, acc: 0.8672
(TESTING) task: 2, epoch: 24/30, loss: 1.8839, acc: 0.8674
(TESTING) task: 2, epoch: 24/30, loss: 1.8845, acc: 0.8661
(TESTING) task: 2, epoch: 24/30, loss: 1.8853, acc: 0.8663
(TESTING) task: 2, epoch: 24/30, loss: 1.8847, acc: 0.8651
(TESTING) task: 2, epoch: 24/30, loss: 1.8836, acc: 0.8667
(TESTING) task: 2, epoch: 24/30, loss: 1.8828, acc: 0.8668
(TESTING) task: 2, epoch: 24/30, loss: 1.8839, acc: 0.8644
(TESTING) task: 2, epoch: 24/30, loss: 1.8837, acc: 0.8646
(TESTING) task: 2, epoch: 24/30, loss: 1.8828, acc: 0.8661
(TESTING) task: 2, epoch: 24/30, loss: 1.8854, acc: 0.8638
(TESTING) task: 2, epoch: 24/30, loss: 1.8855, acc: 0.8652
(TESTING) task: 2, epoch: 24/30, loss: 1.8862, acc: 0.8642
(TESTING) task: 2, epoch: 24/30, loss: 1.8874, acc: 0.8620
(TESTING) task: 2, epoch: 24/30, loss: 1.8873, acc: 0.8646
(TESTING) task: 2, epoch: 24/30, loss: 1.8871, acc: 0.8670
(TESTING) task: 2, epoch: 24/30, loss: 1.8867, acc: 0.8661
(TESTING) task: 2, epoch: 24/30, loss: 1.8852, acc: 0.8673
(TESTING) task: 2, epoch: 24/30, loss: 1.8834, acc: 0.8696
(TESTING) task: 2, epoch: 24/30, loss: 1.8853, acc: 0.8697
(TESTING) task: 2, epoch: 24/30, loss: 1.8849, acc: 0.8708
(TESTING) task: 2, epoch: 24/30, loss: 1.8838, acc: 0.8730
(TESTING) task: 2, epoch: 24/30, loss: 1.8837, acc: 0.8730
(TESTING) task: 2, epoch: 24/30, loss: 1.8820, acc: 0.8750
(TRAINING) task: 2, epoch: 25/30, loss: 1.8608, acc: 0.9141
(TRAINING) task: 2, epoch: 25/30, loss: 1.8734, acc: 0.8965
(TRAINING) task: 2, epoch: 25/30, loss: 1.8807, acc: 0.8854
(TRAINING) task: 2, epoch: 25/30, loss: 1.8739, acc: 0.8936
(TRAINING) task: 2, epoch: 25/30, loss: 1.8716, acc: 0.8945
(TRAINING) task: 2, epoch: 25/30, loss: 1.8732, acc: 0.8880
(TRAINING) task: 2, epoch: 25/30, loss: 1.8729, acc: 0.8873
(TRAINING) task: 2, epoch: 25/30, loss: 1.8727, acc: 0.8901
(TRAINING) task: 2, epoch: 25/30, loss: 1.8730, acc: 0.8876
(TRAINING) task: 2, epoch: 25/30, loss: 1.8730, acc: 0.8887
(TRAINING) task: 2, epoch: 25/30, loss: 1.8737, acc: 0.8874
(TRAINING) task: 2, epoch: 25/30, loss: 1.8733, acc: 0.8857
(TRAINING) task: 2, epoch: 25/30, loss: 1.8706, acc: 0.8870
(TRAINING) task: 2, epoch: 25/30, loss: 1.8689, acc: 0.8856
(TRAINING) task: 2, epoch: 25/30, loss: 1.8676, acc: 0.8867
(TRAINING) task: 2, epoch: 25/30, loss: 1.8676, acc: 0.8865
(TRAINING) task: 2, epoch: 25/30, loss: 1.8661, acc: 0.8879
(TRAINING) task: 2, epoch: 25/30, loss: 1.8671, acc: 0.8874
(TRAINING) task: 2, epoch: 25/30, loss: 1.8662, acc: 0.8877
(TRAINING) task: 2, epoch: 25/30, loss: 1.8648, acc: 0.8893
(TESTING) task: 2, epoch: 25/30, loss: 1.9983, acc: 0.8125
(TESTING) task: 2, epoch: 25/30, loss: 1.9436, acc: 0.8125
(TESTING) task: 2, epoch: 25/30, loss: 1.9333, acc: 0.7917
(TESTING) task: 2, epoch: 25/30, loss: 1.9018, acc: 0.8281
(TESTING) task: 2, epoch: 25/30, loss: 1.9016, acc: 0.8375
(TESTING) task: 2, epoch: 25/30, loss: 1.9047, acc: 0.8125
(TESTING) task: 2, epoch: 25/30, loss: 1.9049, acc: 0.8125
(TESTING) task: 2, epoch: 25/30, loss: 1.8917, acc: 0.8359
(TESTING) task: 2, epoch: 25/30, loss: 1.8862, acc: 0.8403
(TESTING) task: 2, epoch: 25/30, loss: 1.8985, acc: 0.8250
(TESTING) task: 2, epoch: 25/30, loss: 1.8922, acc: 0.8352
(TESTING) task: 2, epoch: 25/30, loss: 1.8952, acc: 0.8385
(TESTING) task: 2, epoch: 25/30, loss: 1.8883, acc: 0.8510
(TESTING) task: 2, epoch: 25/30, loss: 1.8845, acc: 0.8482
(TESTING) task: 2, epoch: 25/30, loss: 1.8801, acc: 0.8542
(TESTING) task: 2, epoch: 25/30, loss: 1.8753, acc: 0.8555
(TESTING) task: 2, epoch: 25/30, loss: 1.8745, acc: 0.8640
(TESTING) task: 2, epoch: 25/30, loss: 1.8734, acc: 0.8611
(TESTING) task: 2, epoch: 25/30, loss: 1.8747, acc: 0.8618
(TESTING) task: 2, epoch: 25/30, loss: 1.8716, acc: 0.8688
(TESTING) task: 2, epoch: 25/30, loss: 1.8678, acc: 0.8720
(TESTING) task: 2, epoch: 25/30, loss: 1.8697, acc: 0.8722
(TESTING) task: 2, epoch: 25/30, loss: 1.8715, acc: 0.8641
(TESTING) task: 2, epoch: 25/30, loss: 1.8708, acc: 0.8672
(TESTING) task: 2, epoch: 25/30, loss: 1.8693, acc: 0.8675
(TESTING) task: 2, epoch: 25/30, loss: 1.8658, acc: 0.8702
(TESTING) task: 2, epoch: 25/30, loss: 1.8722, acc: 0.8681
(TESTING) task: 2, epoch: 25/30, loss: 1.8711, acc: 0.8683
(TESTING) task: 2, epoch: 25/30, loss: 1.8683, acc: 0.8728
(TESTING) task: 2, epoch: 25/30, loss: 1.8733, acc: 0.8708
(TESTING) task: 2, epoch: 25/30, loss: 1.8740, acc: 0.8649
(TESTING) task: 2, epoch: 25/30, loss: 1.8757, acc: 0.8652
(TESTING) task: 2, epoch: 25/30, loss: 1.8756, acc: 0.8655
(TESTING) task: 2, epoch: 25/30, loss: 1.8752, acc: 0.8658
(TESTING) task: 2, epoch: 25/30, loss: 1.8738, acc: 0.8696
(TESTING) task: 2, epoch: 25/30, loss: 1.8750, acc: 0.8663
(TESTING) task: 2, epoch: 25/30, loss: 1.8751, acc: 0.8666
(TESTING) task: 2, epoch: 25/30, loss: 1.8727, acc: 0.8701
(TESTING) task: 2, epoch: 25/30, loss: 1.8707, acc: 0.8734
(TESTING) task: 2, epoch: 25/30, loss: 1.8702, acc: 0.8734
(TESTING) task: 2, epoch: 25/30, loss: 1.8699, acc: 0.8735
(TESTING) task: 2, epoch: 25/30, loss: 1.8678, acc: 0.8765
(TESTING) task: 2, epoch: 25/30, loss: 1.8702, acc: 0.8735
(TESTING) task: 2, epoch: 25/30, loss: 1.8691, acc: 0.8750
(TESTING) task: 2, epoch: 25/30, loss: 1.8703, acc: 0.8750
(TESTING) task: 2, epoch: 25/30, loss: 1.8721, acc: 0.8736
(TESTING) task: 2, epoch: 25/30, loss: 1.8700, acc: 0.8750
(TESTING) task: 2, epoch: 25/30, loss: 1.8697, acc: 0.8750
(TESTING) task: 2, epoch: 25/30, loss: 1.8694, acc: 0.8763
(TESTING) task: 2, epoch: 25/30, loss: 1.8710, acc: 0.8762
(TESTING) task: 2, epoch: 25/30, loss: 1.8701, acc: 0.8750
(TESTING) task: 2, epoch: 25/30, loss: 1.8689, acc: 0.8762
(TESTING) task: 2, epoch: 25/30, loss: 1.8690, acc: 0.8762
(TESTING) task: 2, epoch: 25/30, loss: 1.8686, acc: 0.8750
(TESTING) task: 2, epoch: 25/30, loss: 1.8684, acc: 0.8750
(TESTING) task: 2, epoch: 25/30, loss: 1.8686, acc: 0.8761
(TESTING) task: 2, epoch: 25/30, loss: 1.8692, acc: 0.8750
(TESTING) task: 2, epoch: 25/30, loss: 1.8705, acc: 0.8739
(TESTING) task: 2, epoch: 25/30, loss: 1.8723, acc: 0.8718
(TESTING) task: 2, epoch: 25/30, loss: 1.8718, acc: 0.8729
(TESTING) task: 2, epoch: 25/30, loss: 1.8718, acc: 0.8719
(TESTING) task: 2, epoch: 25/30, loss: 1.8730, acc: 0.8710
(TESTING) task: 2, epoch: 25/30, loss: 1.8735, acc: 0.8730
(TRAINING) task: 2, epoch: 26/30, loss: 1.8578, acc: 0.9219
(TRAINING) task: 2, epoch: 26/30, loss: 1.8751, acc: 0.8711
(TRAINING) task: 2, epoch: 26/30, loss: 1.8623, acc: 0.8789
(TRAINING) task: 2, epoch: 26/30, loss: 1.8637, acc: 0.8789
(TRAINING) task: 2, epoch: 26/30, loss: 1.8618, acc: 0.8844
(TRAINING) task: 2, epoch: 26/30, loss: 1.8602, acc: 0.8880
(TRAINING) task: 2, epoch: 26/30, loss: 1.8560, acc: 0.8901
(TRAINING) task: 2, epoch: 26/30, loss: 1.8560, acc: 0.8916
(TRAINING) task: 2, epoch: 26/30, loss: 1.8558, acc: 0.8902
(TRAINING) task: 2, epoch: 26/30, loss: 1.8565, acc: 0.8891
(TRAINING) task: 2, epoch: 26/30, loss: 1.8563, acc: 0.8888
(TRAINING) task: 2, epoch: 26/30, loss: 1.8544, acc: 0.8903
(TRAINING) task: 2, epoch: 26/30, loss: 1.8541, acc: 0.8909
(TRAINING) task: 2, epoch: 26/30, loss: 1.8541, acc: 0.8909
(TRAINING) task: 2, epoch: 26/30, loss: 1.8549, acc: 0.8898
(TRAINING) task: 2, epoch: 26/30, loss: 1.8534, acc: 0.8923
(TRAINING) task: 2, epoch: 26/30, loss: 1.8543, acc: 0.8922
(TRAINING) task: 2, epoch: 26/30, loss: 1.8539, acc: 0.8926
(TRAINING) task: 2, epoch: 26/30, loss: 1.8544, acc: 0.8935
(TRAINING) task: 2, epoch: 26/30, loss: 1.8556, acc: 0.8915
(TESTING) task: 2, epoch: 26/30, loss: 1.9050, acc: 0.8750
(TESTING) task: 2, epoch: 26/30, loss: 1.8741, acc: 0.8750
(TESTING) task: 2, epoch: 26/30, loss: 1.8613, acc: 0.8750
(TESTING) task: 2, epoch: 26/30, loss: 1.8827, acc: 0.8750
(TESTING) task: 2, epoch: 26/30, loss: 1.8725, acc: 0.9000
(TESTING) task: 2, epoch: 26/30, loss: 1.8735, acc: 0.8854
(TESTING) task: 2, epoch: 26/30, loss: 1.8855, acc: 0.8839
(TESTING) task: 2, epoch: 26/30, loss: 1.9004, acc: 0.8828
(TESTING) task: 2, epoch: 26/30, loss: 1.8969, acc: 0.8819
(TESTING) task: 2, epoch: 26/30, loss: 1.9094, acc: 0.8562
(TESTING) task: 2, epoch: 26/30, loss: 1.9023, acc: 0.8580
(TESTING) task: 2, epoch: 26/30, loss: 1.9018, acc: 0.8438
(TESTING) task: 2, epoch: 26/30, loss: 1.9023, acc: 0.8365
(TESTING) task: 2, epoch: 26/30, loss: 1.8986, acc: 0.8438
(TESTING) task: 2, epoch: 26/30, loss: 1.8991, acc: 0.8333
(TESTING) task: 2, epoch: 26/30, loss: 1.8983, acc: 0.8281
(TESTING) task: 2, epoch: 26/30, loss: 1.8943, acc: 0.8309
(TESTING) task: 2, epoch: 26/30, loss: 1.8884, acc: 0.8403
(TESTING) task: 2, epoch: 26/30, loss: 1.8829, acc: 0.8454
(TESTING) task: 2, epoch: 26/30, loss: 1.8814, acc: 0.8531
(TESTING) task: 2, epoch: 26/30, loss: 1.8813, acc: 0.8571
(TESTING) task: 2, epoch: 26/30, loss: 1.8813, acc: 0.8551
(TESTING) task: 2, epoch: 26/30, loss: 1.8793, acc: 0.8560
(TESTING) task: 2, epoch: 26/30, loss: 1.8834, acc: 0.8542
(TESTING) task: 2, epoch: 26/30, loss: 1.8814, acc: 0.8550
(TESTING) task: 2, epoch: 26/30, loss: 1.8807, acc: 0.8582
(TESTING) task: 2, epoch: 26/30, loss: 1.8795, acc: 0.8565
(TESTING) task: 2, epoch: 26/30, loss: 1.8790, acc: 0.8594
(TESTING) task: 2, epoch: 26/30, loss: 1.8749, acc: 0.8621
(TESTING) task: 2, epoch: 26/30, loss: 1.8749, acc: 0.8625
(TESTING) task: 2, epoch: 26/30, loss: 1.8747, acc: 0.8589
(TESTING) task: 2, epoch: 26/30, loss: 1.8766, acc: 0.8613
(TESTING) task: 2, epoch: 26/30, loss: 1.8771, acc: 0.8617
(TESTING) task: 2, epoch: 26/30, loss: 1.8736, acc: 0.8640
(TESTING) task: 2, epoch: 26/30, loss: 1.8729, acc: 0.8625
(TESTING) task: 2, epoch: 26/30, loss: 1.8717, acc: 0.8628
(TESTING) task: 2, epoch: 26/30, loss: 1.8729, acc: 0.8615
(TESTING) task: 2, epoch: 26/30, loss: 1.8714, acc: 0.8618
(TESTING) task: 2, epoch: 26/30, loss: 1.8714, acc: 0.8622
(TESTING) task: 2, epoch: 26/30, loss: 1.8692, acc: 0.8641
(TESTING) task: 2, epoch: 26/30, loss: 1.8671, acc: 0.8674
(TESTING) task: 2, epoch: 26/30, loss: 1.8680, acc: 0.8676
(TESTING) task: 2, epoch: 26/30, loss: 1.8716, acc: 0.8648
(TESTING) task: 2, epoch: 26/30, loss: 1.8702, acc: 0.8665
(TESTING) task: 2, epoch: 26/30, loss: 1.8715, acc: 0.8653
(TESTING) task: 2, epoch: 26/30, loss: 1.8731, acc: 0.8641
(TESTING) task: 2, epoch: 26/30, loss: 1.8716, acc: 0.8657
(TESTING) task: 2, epoch: 26/30, loss: 1.8712, acc: 0.8672
(TESTING) task: 2, epoch: 26/30, loss: 1.8718, acc: 0.8686
(TESTING) task: 2, epoch: 26/30, loss: 1.8709, acc: 0.8712
(TESTING) task: 2, epoch: 26/30, loss: 1.8695, acc: 0.8725
(TESTING) task: 2, epoch: 26/30, loss: 1.8690, acc: 0.8714
(TESTING) task: 2, epoch: 26/30, loss: 1.8684, acc: 0.8715
(TESTING) task: 2, epoch: 26/30, loss: 1.8683, acc: 0.8727
(TESTING) task: 2, epoch: 26/30, loss: 1.8681, acc: 0.8739
(TESTING) task: 2, epoch: 26/30, loss: 1.8682, acc: 0.8739
(TESTING) task: 2, epoch: 26/30, loss: 1.8673, acc: 0.8750
(TESTING) task: 2, epoch: 26/30, loss: 1.8671, acc: 0.8739
(TESTING) task: 2, epoch: 26/30, loss: 1.8676, acc: 0.8750
(TESTING) task: 2, epoch: 26/30, loss: 1.8660, acc: 0.8771
(TESTING) task: 2, epoch: 26/30, loss: 1.8663, acc: 0.8781
(TESTING) task: 2, epoch: 26/30, loss: 1.8650, acc: 0.8790
(TESTING) task: 2, epoch: 26/30, loss: 1.8653, acc: 0.8770
(TRAINING) task: 2, epoch: 27/30, loss: 1.8522, acc: 0.9023
(TRAINING) task: 2, epoch: 27/30, loss: 1.8591, acc: 0.8770
(TRAINING) task: 2, epoch: 27/30, loss: 1.8536, acc: 0.8867
(TRAINING) task: 2, epoch: 27/30, loss: 1.8505, acc: 0.8965
(TRAINING) task: 2, epoch: 27/30, loss: 1.8498, acc: 0.8969
(TRAINING) task: 2, epoch: 27/30, loss: 1.8513, acc: 0.8984
(TRAINING) task: 2, epoch: 27/30, loss: 1.8538, acc: 0.8962
(TRAINING) task: 2, epoch: 27/30, loss: 1.8506, acc: 0.9004
(TRAINING) task: 2, epoch: 27/30, loss: 1.8526, acc: 0.9006
(TRAINING) task: 2, epoch: 27/30, loss: 1.8558, acc: 0.8969
(TRAINING) task: 2, epoch: 27/30, loss: 1.8542, acc: 0.8977
(TRAINING) task: 2, epoch: 27/30, loss: 1.8538, acc: 0.8991
(TRAINING) task: 2, epoch: 27/30, loss: 1.8541, acc: 0.8993
(TRAINING) task: 2, epoch: 27/30, loss: 1.8535, acc: 0.8993
(TRAINING) task: 2, epoch: 27/30, loss: 1.8541, acc: 0.8984
(TRAINING) task: 2, epoch: 27/30, loss: 1.8530, acc: 0.8997
(TRAINING) task: 2, epoch: 27/30, loss: 1.8516, acc: 0.9010
(TRAINING) task: 2, epoch: 27/30, loss: 1.8511, acc: 0.9015
(TRAINING) task: 2, epoch: 27/30, loss: 1.8490, acc: 0.9036
(TRAINING) task: 2, epoch: 27/30, loss: 1.8483, acc: 0.9040
(TESTING) task: 2, epoch: 27/30, loss: 1.8793, acc: 0.9375
(TESTING) task: 2, epoch: 27/30, loss: 1.8666, acc: 0.9375
(TESTING) task: 2, epoch: 27/30, loss: 1.8835, acc: 0.9167
(TESTING) task: 2, epoch: 27/30, loss: 1.8656, acc: 0.9375
(TESTING) task: 2, epoch: 27/30, loss: 1.8726, acc: 0.9500
(TESTING) task: 2, epoch: 27/30, loss: 1.8601, acc: 0.9479
(TESTING) task: 2, epoch: 27/30, loss: 1.8635, acc: 0.9375
(TESTING) task: 2, epoch: 27/30, loss: 1.8727, acc: 0.9219
(TESTING) task: 2, epoch: 27/30, loss: 1.8736, acc: 0.9236
(TESTING) task: 2, epoch: 27/30, loss: 1.8666, acc: 0.9250
(TESTING) task: 2, epoch: 27/30, loss: 1.8679, acc: 0.9091
(TESTING) task: 2, epoch: 27/30, loss: 1.8577, acc: 0.9115
(TESTING) task: 2, epoch: 27/30, loss: 1.8582, acc: 0.9135
(TESTING) task: 2, epoch: 27/30, loss: 1.8590, acc: 0.9062
(TESTING) task: 2, epoch: 27/30, loss: 1.8587, acc: 0.9042
(TESTING) task: 2, epoch: 27/30, loss: 1.8617, acc: 0.8984
(TESTING) task: 2, epoch: 27/30, loss: 1.8601, acc: 0.9007
(TESTING) task: 2, epoch: 27/30, loss: 1.8610, acc: 0.9028
(TESTING) task: 2, epoch: 27/30, loss: 1.8616, acc: 0.8980
(TESTING) task: 2, epoch: 27/30, loss: 1.8660, acc: 0.8969
(TESTING) task: 2, epoch: 27/30, loss: 1.8678, acc: 0.8958
(TESTING) task: 2, epoch: 27/30, loss: 1.8694, acc: 0.8892
(TESTING) task: 2, epoch: 27/30, loss: 1.8677, acc: 0.8913
(TESTING) task: 2, epoch: 27/30, loss: 1.8645, acc: 0.8906
(TESTING) task: 2, epoch: 27/30, loss: 1.8643, acc: 0.8900
(TESTING) task: 2, epoch: 27/30, loss: 1.8640, acc: 0.8918
(TESTING) task: 2, epoch: 27/30, loss: 1.8613, acc: 0.8935
(TESTING) task: 2, epoch: 27/30, loss: 1.8616, acc: 0.8951
(TESTING) task: 2, epoch: 27/30, loss: 1.8634, acc: 0.8922
(TESTING) task: 2, epoch: 27/30, loss: 1.8642, acc: 0.8938
(TESTING) task: 2, epoch: 27/30, loss: 1.8653, acc: 0.8911
(TESTING) task: 2, epoch: 27/30, loss: 1.8657, acc: 0.8887
(TESTING) task: 2, epoch: 27/30, loss: 1.8671, acc: 0.8883
(TESTING) task: 2, epoch: 27/30, loss: 1.8684, acc: 0.8842
(TESTING) task: 2, epoch: 27/30, loss: 1.8700, acc: 0.8804
(TESTING) task: 2, epoch: 27/30, loss: 1.8664, acc: 0.8837
(TESTING) task: 2, epoch: 27/30, loss: 1.8679, acc: 0.8801
(TESTING) task: 2, epoch: 27/30, loss: 1.8657, acc: 0.8832
(TESTING) task: 2, epoch: 27/30, loss: 1.8639, acc: 0.8830
(TESTING) task: 2, epoch: 27/30, loss: 1.8628, acc: 0.8844
(TESTING) task: 2, epoch: 27/30, loss: 1.8633, acc: 0.8841
(TESTING) task: 2, epoch: 27/30, loss: 1.8617, acc: 0.8854
(TESTING) task: 2, epoch: 27/30, loss: 1.8621, acc: 0.8866
(TESTING) task: 2, epoch: 27/30, loss: 1.8632, acc: 0.8835
(TESTING) task: 2, epoch: 27/30, loss: 1.8639, acc: 0.8833
(TESTING) task: 2, epoch: 27/30, loss: 1.8634, acc: 0.8845
(TESTING) task: 2, epoch: 27/30, loss: 1.8626, acc: 0.8870
(TESTING) task: 2, epoch: 27/30, loss: 1.8635, acc: 0.8854
(TESTING) task: 2, epoch: 27/30, loss: 1.8633, acc: 0.8852
(TESTING) task: 2, epoch: 27/30, loss: 1.8629, acc: 0.8850
(TESTING) task: 2, epoch: 27/30, loss: 1.8631, acc: 0.8860
(TESTING) task: 2, epoch: 27/30, loss: 1.8635, acc: 0.8846
(TESTING) task: 2, epoch: 27/30, loss: 1.8622, acc: 0.8856
(TESTING) task: 2, epoch: 27/30, loss: 1.8627, acc: 0.8866
(TESTING) task: 2, epoch: 27/30, loss: 1.8621, acc: 0.8864
(TESTING) task: 2, epoch: 27/30, loss: 1.8618, acc: 0.8862
(TESTING) task: 2, epoch: 27/30, loss: 1.8614, acc: 0.8871
(TESTING) task: 2, epoch: 27/30, loss: 1.8609, acc: 0.8879
(TESTING) task: 2, epoch: 27/30, loss: 1.8605, acc: 0.8888
(TESTING) task: 2, epoch: 27/30, loss: 1.8602, acc: 0.8906
(TESTING) task: 2, epoch: 27/30, loss: 1.8609, acc: 0.8893
(TESTING) task: 2, epoch: 27/30, loss: 1.8607, acc: 0.8901
(TESTING) task: 2, epoch: 27/30, loss: 1.8619, acc: 0.8879
(TRAINING) task: 2, epoch: 28/30, loss: 1.8596, acc: 0.9102
(TRAINING) task: 2, epoch: 28/30, loss: 1.8546, acc: 0.9062
(TRAINING) task: 2, epoch: 28/30, loss: 1.8504, acc: 0.9102
(TRAINING) task: 2, epoch: 28/30, loss: 1.8474, acc: 0.9131
(TRAINING) task: 2, epoch: 28/30, loss: 1.8521, acc: 0.9148
(TRAINING) task: 2, epoch: 28/30, loss: 1.8522, acc: 0.9134
(TRAINING) task: 2, epoch: 28/30, loss: 1.8475, acc: 0.9157
(TRAINING) task: 2, epoch: 28/30, loss: 1.8463, acc: 0.9165
(TRAINING) task: 2, epoch: 28/30, loss: 1.8478, acc: 0.9149
(TRAINING) task: 2, epoch: 28/30, loss: 1.8488, acc: 0.9141
(TRAINING) task: 2, epoch: 28/30, loss: 1.8458, acc: 0.9144
(TRAINING) task: 2, epoch: 28/30, loss: 1.8462, acc: 0.9154
(TRAINING) task: 2, epoch: 28/30, loss: 1.8456, acc: 0.9147
(TRAINING) task: 2, epoch: 28/30, loss: 1.8451, acc: 0.9166
(TRAINING) task: 2, epoch: 28/30, loss: 1.8446, acc: 0.9169
(TRAINING) task: 2, epoch: 28/30, loss: 1.8447, acc: 0.9165
(TRAINING) task: 2, epoch: 28/30, loss: 1.8443, acc: 0.9170
(TRAINING) task: 2, epoch: 28/30, loss: 1.8447, acc: 0.9180
(TRAINING) task: 2, epoch: 28/30, loss: 1.8452, acc: 0.9178
(TRAINING) task: 2, epoch: 28/30, loss: 1.8450, acc: 0.9175
(TESTING) task: 2, epoch: 28/30, loss: 1.8649, acc: 0.8750
(TESTING) task: 2, epoch: 28/30, loss: 1.8927, acc: 0.9062
(TESTING) task: 2, epoch: 28/30, loss: 1.8942, acc: 0.8750
(TESTING) task: 2, epoch: 28/30, loss: 1.8492, acc: 0.8906
(TESTING) task: 2, epoch: 28/30, loss: 1.8536, acc: 0.8750
(TESTING) task: 2, epoch: 28/30, loss: 1.8592, acc: 0.8958
(TESTING) task: 2, epoch: 28/30, loss: 1.8739, acc: 0.8750
(TESTING) task: 2, epoch: 28/30, loss: 1.8698, acc: 0.8906
(TESTING) task: 2, epoch: 28/30, loss: 1.8886, acc: 0.8889
(TESTING) task: 2, epoch: 28/30, loss: 1.8907, acc: 0.8812
(TESTING) task: 2, epoch: 28/30, loss: 1.8929, acc: 0.8750
(TESTING) task: 2, epoch: 28/30, loss: 1.8974, acc: 0.8802
(TESTING) task: 2, epoch: 28/30, loss: 1.8867, acc: 0.8846
(TESTING) task: 2, epoch: 28/30, loss: 1.8923, acc: 0.8705
(TESTING) task: 2, epoch: 28/30, loss: 1.8821, acc: 0.8792
(TESTING) task: 2, epoch: 28/30, loss: 1.8792, acc: 0.8828
(TESTING) task: 2, epoch: 28/30, loss: 1.8815, acc: 0.8787
(TESTING) task: 2, epoch: 28/30, loss: 1.8838, acc: 0.8715
(TESTING) task: 2, epoch: 28/30, loss: 1.8823, acc: 0.8750
(TESTING) task: 2, epoch: 28/30, loss: 1.8797, acc: 0.8781
(TESTING) task: 2, epoch: 28/30, loss: 1.8752, acc: 0.8839
(TESTING) task: 2, epoch: 28/30, loss: 1.8741, acc: 0.8835
(TESTING) task: 2, epoch: 28/30, loss: 1.8753, acc: 0.8804
(TESTING) task: 2, epoch: 28/30, loss: 1.8764, acc: 0.8802
(TESTING) task: 2, epoch: 28/30, loss: 1.8750, acc: 0.8775
(TESTING) task: 2, epoch: 28/30, loss: 1.8740, acc: 0.8798
(TESTING) task: 2, epoch: 28/30, loss: 1.8711, acc: 0.8843
(TESTING) task: 2, epoch: 28/30, loss: 1.8687, acc: 0.8884
(TESTING) task: 2, epoch: 28/30, loss: 1.8700, acc: 0.8858
(TESTING) task: 2, epoch: 28/30, loss: 1.8692, acc: 0.8896
(TESTING) task: 2, epoch: 28/30, loss: 1.8704, acc: 0.8871
(TESTING) task: 2, epoch: 28/30, loss: 1.8672, acc: 0.8887
(TESTING) task: 2, epoch: 28/30, loss: 1.8662, acc: 0.8883
(TESTING) task: 2, epoch: 28/30, loss: 1.8667, acc: 0.8897
(TESTING) task: 2, epoch: 28/30, loss: 1.8683, acc: 0.8893
(TESTING) task: 2, epoch: 28/30, loss: 1.8641, acc: 0.8924
(TESTING) task: 2, epoch: 28/30, loss: 1.8644, acc: 0.8919
(TESTING) task: 2, epoch: 28/30, loss: 1.8625, acc: 0.8931
(TESTING) task: 2, epoch: 28/30, loss: 1.8639, acc: 0.8910
(TESTING) task: 2, epoch: 28/30, loss: 1.8631, acc: 0.8938
(TESTING) task: 2, epoch: 28/30, loss: 1.8655, acc: 0.8933
(TESTING) task: 2, epoch: 28/30, loss: 1.8655, acc: 0.8884
(TESTING) task: 2, epoch: 28/30, loss: 1.8645, acc: 0.8866
(TESTING) task: 2, epoch: 28/30, loss: 1.8664, acc: 0.8878
(TESTING) task: 2, epoch: 28/30, loss: 1.8654, acc: 0.8889
(TESTING) task: 2, epoch: 28/30, loss: 1.8646, acc: 0.8913
(TESTING) task: 2, epoch: 28/30, loss: 1.8643, acc: 0.8923
(TESTING) task: 2, epoch: 28/30, loss: 1.8635, acc: 0.8932
(TESTING) task: 2, epoch: 28/30, loss: 1.8626, acc: 0.8941
(TESTING) task: 2, epoch: 28/30, loss: 1.8645, acc: 0.8938
(TESTING) task: 2, epoch: 28/30, loss: 1.8616, acc: 0.8958
(TESTING) task: 2, epoch: 28/30, loss: 1.8615, acc: 0.8954
(TESTING) task: 2, epoch: 28/30, loss: 1.8625, acc: 0.8939
(TESTING) task: 2, epoch: 28/30, loss: 1.8625, acc: 0.8947
(TESTING) task: 2, epoch: 28/30, loss: 1.8623, acc: 0.8943
(TESTING) task: 2, epoch: 28/30, loss: 1.8609, acc: 0.8951
(TESTING) task: 2, epoch: 28/30, loss: 1.8622, acc: 0.8936
(TESTING) task: 2, epoch: 28/30, loss: 1.8620, acc: 0.8933
(TESTING) task: 2, epoch: 28/30, loss: 1.8614, acc: 0.8919
(TESTING) task: 2, epoch: 28/30, loss: 1.8599, acc: 0.8927
(TESTING) task: 2, epoch: 28/30, loss: 1.8587, acc: 0.8924
(TESTING) task: 2, epoch: 28/30, loss: 1.8578, acc: 0.8942
(TESTING) task: 2, epoch: 28/30, loss: 1.8576, acc: 0.8938
(TRAINING) task: 2, epoch: 29/30, loss: 1.8265, acc: 0.9258
(TRAINING) task: 2, epoch: 29/30, loss: 1.8255, acc: 0.9297
(TRAINING) task: 2, epoch: 29/30, loss: 1.8342, acc: 0.9297
(TRAINING) task: 2, epoch: 29/30, loss: 1.8349, acc: 0.9229
(TRAINING) task: 2, epoch: 29/30, loss: 1.8391, acc: 0.9195
(TRAINING) task: 2, epoch: 29/30, loss: 1.8421, acc: 0.9232
(TRAINING) task: 2, epoch: 29/30, loss: 1.8430, acc: 0.9213
(TRAINING) task: 2, epoch: 29/30, loss: 1.8439, acc: 0.9194
(TRAINING) task: 2, epoch: 29/30, loss: 1.8419, acc: 0.9227
(TRAINING) task: 2, epoch: 29/30, loss: 1.8423, acc: 0.9219
(TRAINING) task: 2, epoch: 29/30, loss: 1.8443, acc: 0.9208
(TRAINING) task: 2, epoch: 29/30, loss: 1.8429, acc: 0.9225
(TRAINING) task: 2, epoch: 29/30, loss: 1.8415, acc: 0.9222
(TRAINING) task: 2, epoch: 29/30, loss: 1.8417, acc: 0.9219
(TRAINING) task: 2, epoch: 29/30, loss: 1.8421, acc: 0.9216
(TRAINING) task: 2, epoch: 29/30, loss: 1.8410, acc: 0.9226
(TRAINING) task: 2, epoch: 29/30, loss: 1.8409, acc: 0.9237
(TRAINING) task: 2, epoch: 29/30, loss: 1.8400, acc: 0.9249
(TRAINING) task: 2, epoch: 29/30, loss: 1.8404, acc: 0.9250
(TRAINING) task: 2, epoch: 29/30, loss: 1.8396, acc: 0.9247
(TESTING) task: 2, epoch: 29/30, loss: 1.8851, acc: 0.9375
(TESTING) task: 2, epoch: 29/30, loss: 1.8382, acc: 0.9375
(TESTING) task: 2, epoch: 29/30, loss: 1.8488, acc: 0.9167
(TESTING) task: 2, epoch: 29/30, loss: 1.8522, acc: 0.9062
(TESTING) task: 2, epoch: 29/30, loss: 1.8331, acc: 0.9250
(TESTING) task: 2, epoch: 29/30, loss: 1.8290, acc: 0.9271
(TESTING) task: 2, epoch: 29/30, loss: 1.8405, acc: 0.9286
(TESTING) task: 2, epoch: 29/30, loss: 1.8359, acc: 0.9219
(TESTING) task: 2, epoch: 29/30, loss: 1.8334, acc: 0.9236
(TESTING) task: 2, epoch: 29/30, loss: 1.8426, acc: 0.9250
(TESTING) task: 2, epoch: 29/30, loss: 1.8398, acc: 0.9205
(TESTING) task: 2, epoch: 29/30, loss: 1.8406, acc: 0.9167
(TESTING) task: 2, epoch: 29/30, loss: 1.8399, acc: 0.9231
(TESTING) task: 2, epoch: 29/30, loss: 1.8429, acc: 0.9152
(TESTING) task: 2, epoch: 29/30, loss: 1.8407, acc: 0.9167
(TESTING) task: 2, epoch: 29/30, loss: 1.8395, acc: 0.9180
(TESTING) task: 2, epoch: 29/30, loss: 1.8395, acc: 0.9191
(TESTING) task: 2, epoch: 29/30, loss: 1.8384, acc: 0.9167
(TESTING) task: 2, epoch: 29/30, loss: 1.8351, acc: 0.9211
(TESTING) task: 2, epoch: 29/30, loss: 1.8384, acc: 0.9094
(TESTING) task: 2, epoch: 29/30, loss: 1.8428, acc: 0.9107
(TESTING) task: 2, epoch: 29/30, loss: 1.8445, acc: 0.9119
(TESTING) task: 2, epoch: 29/30, loss: 1.8457, acc: 0.9103
(TESTING) task: 2, epoch: 29/30, loss: 1.8460, acc: 0.9089
(TESTING) task: 2, epoch: 29/30, loss: 1.8453, acc: 0.9100
(TESTING) task: 2, epoch: 29/30, loss: 1.8439, acc: 0.9111
(TESTING) task: 2, epoch: 29/30, loss: 1.8475, acc: 0.9097
(TESTING) task: 2, epoch: 29/30, loss: 1.8460, acc: 0.9107
(TESTING) task: 2, epoch: 29/30, loss: 1.8484, acc: 0.9073
(TESTING) task: 2, epoch: 29/30, loss: 1.8481, acc: 0.9062
(TESTING) task: 2, epoch: 29/30, loss: 1.8484, acc: 0.9093
(TESTING) task: 2, epoch: 29/30, loss: 1.8473, acc: 0.9102
(TESTING) task: 2, epoch: 29/30, loss: 1.8474, acc: 0.9091
(TESTING) task: 2, epoch: 29/30, loss: 1.8508, acc: 0.9099
(TESTING) task: 2, epoch: 29/30, loss: 1.8495, acc: 0.9107
(TESTING) task: 2, epoch: 29/30, loss: 1.8481, acc: 0.9115
(TESTING) task: 2, epoch: 29/30, loss: 1.8483, acc: 0.9105
(TESTING) task: 2, epoch: 29/30, loss: 1.8479, acc: 0.9095
(TESTING) task: 2, epoch: 29/30, loss: 1.8493, acc: 0.9103
(TESTING) task: 2, epoch: 29/30, loss: 1.8502, acc: 0.9078
(TESTING) task: 2, epoch: 29/30, loss: 1.8503, acc: 0.9070
(TESTING) task: 2, epoch: 29/30, loss: 1.8489, acc: 0.9062
(TESTING) task: 2, epoch: 29/30, loss: 1.8515, acc: 0.8997
(TESTING) task: 2, epoch: 29/30, loss: 1.8506, acc: 0.9020
(TESTING) task: 2, epoch: 29/30, loss: 1.8519, acc: 0.9028
(TESTING) task: 2, epoch: 29/30, loss: 1.8507, acc: 0.9035
(TESTING) task: 2, epoch: 29/30, loss: 1.8516, acc: 0.9043
(TESTING) task: 2, epoch: 29/30, loss: 1.8498, acc: 0.9062
(TESTING) task: 2, epoch: 29/30, loss: 1.8500, acc: 0.9056
(TESTING) task: 2, epoch: 29/30, loss: 1.8502, acc: 0.9050
(TESTING) task: 2, epoch: 29/30, loss: 1.8535, acc: 0.9032
(TESTING) task: 2, epoch: 29/30, loss: 1.8523, acc: 0.9026
(TESTING) task: 2, epoch: 29/30, loss: 1.8534, acc: 0.9021
(TESTING) task: 2, epoch: 29/30, loss: 1.8532, acc: 0.9028
(TESTING) task: 2, epoch: 29/30, loss: 1.8512, acc: 0.9034
(TESTING) task: 2, epoch: 29/30, loss: 1.8526, acc: 0.9018
(TESTING) task: 2, epoch: 29/30, loss: 1.8525, acc: 0.9013
(TESTING) task: 2, epoch: 29/30, loss: 1.8532, acc: 0.9019
(TESTING) task: 2, epoch: 29/30, loss: 1.8539, acc: 0.9015
(TESTING) task: 2, epoch: 29/30, loss: 1.8530, acc: 0.9021
(TESTING) task: 2, epoch: 29/30, loss: 1.8526, acc: 0.9016
(TESTING) task: 2, epoch: 29/30, loss: 1.8523, acc: 0.9022
(TESTING) task: 2, epoch: 29/30, loss: 1.8504, acc: 0.9018
#params=56074
(TRAINING) task: 3, epoch: 0/30, loss: 2.3038, acc: 0.0586
(TRAINING) task: 3, epoch: 0/30, loss: 2.3048, acc: 0.0645
(TRAINING) task: 3, epoch: 0/30, loss: 2.3049, acc: 0.0638
(TRAINING) task: 3, epoch: 0/30, loss: 2.3046, acc: 0.0693
(TRAINING) task: 3, epoch: 0/30, loss: 2.3045, acc: 0.0633
(TRAINING) task: 3, epoch: 0/30, loss: 2.3041, acc: 0.0677
(TRAINING) task: 3, epoch: 0/30, loss: 2.3038, acc: 0.0765
(TRAINING) task: 3, epoch: 0/30, loss: 2.3035, acc: 0.0786
(TRAINING) task: 3, epoch: 0/30, loss: 2.3033, acc: 0.0807
(TRAINING) task: 3, epoch: 0/30, loss: 2.3035, acc: 0.0816
(TRAINING) task: 3, epoch: 0/30, loss: 2.3033, acc: 0.0838
(TRAINING) task: 3, epoch: 0/30, loss: 2.3031, acc: 0.0850
(TRAINING) task: 3, epoch: 0/30, loss: 2.3030, acc: 0.0853
(TRAINING) task: 3, epoch: 0/30, loss: 2.3030, acc: 0.0876
(TRAINING) task: 3, epoch: 0/30, loss: 2.3028, acc: 0.0854
(TRAINING) task: 3, epoch: 0/30, loss: 2.3027, acc: 0.0847
(TRAINING) task: 3, epoch: 0/30, loss: 2.3026, acc: 0.0859
(TRAINING) task: 3, epoch: 0/30, loss: 2.3023, acc: 0.0883
(TRAINING) task: 3, epoch: 0/30, loss: 2.3023, acc: 0.0882
(TRAINING) task: 3, epoch: 0/30, loss: 2.3020, acc: 0.0933
(TESTING) task: 3, epoch: 0/30, loss: 2.3021, acc: 0.1250
(TESTING) task: 3, epoch: 0/30, loss: 2.2995, acc: 0.1250
(TESTING) task: 3, epoch: 0/30, loss: 2.2971, acc: 0.1250
(TESTING) task: 3, epoch: 0/30, loss: 2.2983, acc: 0.1250
(TESTING) task: 3, epoch: 0/30, loss: 2.2994, acc: 0.1375
(TESTING) task: 3, epoch: 0/30, loss: 2.2999, acc: 0.1250
(TESTING) task: 3, epoch: 0/30, loss: 2.2991, acc: 0.1250
(TESTING) task: 3, epoch: 0/30, loss: 2.3000, acc: 0.1250
(TESTING) task: 3, epoch: 0/30, loss: 2.3006, acc: 0.1181
(TESTING) task: 3, epoch: 0/30, loss: 2.3009, acc: 0.1187
(TESTING) task: 3, epoch: 0/30, loss: 2.3009, acc: 0.1080
(TESTING) task: 3, epoch: 0/30, loss: 2.3003, acc: 0.1042
(TESTING) task: 3, epoch: 0/30, loss: 2.2998, acc: 0.1154
(TESTING) task: 3, epoch: 0/30, loss: 2.2993, acc: 0.1205
(TESTING) task: 3, epoch: 0/30, loss: 2.2993, acc: 0.1125
(TESTING) task: 3, epoch: 0/30, loss: 2.2995, acc: 0.1172
(TESTING) task: 3, epoch: 0/30, loss: 2.2997, acc: 0.1140
(TESTING) task: 3, epoch: 0/30, loss: 2.3000, acc: 0.1181
(TESTING) task: 3, epoch: 0/30, loss: 2.3002, acc: 0.1184
(TESTING) task: 3, epoch: 0/30, loss: 2.3005, acc: 0.1156
(TESTING) task: 3, epoch: 0/30, loss: 2.3004, acc: 0.1190
(TESTING) task: 3, epoch: 0/30, loss: 2.3006, acc: 0.1165
(TESTING) task: 3, epoch: 0/30, loss: 2.3004, acc: 0.1114
(TESTING) task: 3, epoch: 0/30, loss: 2.3001, acc: 0.1120
(TESTING) task: 3, epoch: 0/30, loss: 2.2999, acc: 0.1150
(TESTING) task: 3, epoch: 0/30, loss: 2.2998, acc: 0.1130
(TESTING) task: 3, epoch: 0/30, loss: 2.2998, acc: 0.1111
(TESTING) task: 3, epoch: 0/30, loss: 2.3002, acc: 0.1138
(TESTING) task: 3, epoch: 0/30, loss: 2.3006, acc: 0.1099
(TESTING) task: 3, epoch: 0/30, loss: 2.3005, acc: 0.1146
(TESTING) task: 3, epoch: 0/30, loss: 2.3002, acc: 0.1169
(TESTING) task: 3, epoch: 0/30, loss: 2.3004, acc: 0.1133
(TESTING) task: 3, epoch: 0/30, loss: 2.3005, acc: 0.1117
(TESTING) task: 3, epoch: 0/30, loss: 2.3006, acc: 0.1140
(TESTING) task: 3, epoch: 0/30, loss: 2.3005, acc: 0.1125
(TESTING) task: 3, epoch: 0/30, loss: 2.3005, acc: 0.1146
(TESTING) task: 3, epoch: 0/30, loss: 2.3002, acc: 0.1199
(TESTING) task: 3, epoch: 0/30, loss: 2.3002, acc: 0.1184
(TESTING) task: 3, epoch: 0/30, loss: 2.3002, acc: 0.1170
(TESTING) task: 3, epoch: 0/30, loss: 2.3000, acc: 0.1172
(TESTING) task: 3, epoch: 0/30, loss: 2.3001, acc: 0.1159
(TESTING) task: 3, epoch: 0/30, loss: 2.3001, acc: 0.1176
(TESTING) task: 3, epoch: 0/30, loss: 2.3000, acc: 0.1177
(TESTING) task: 3, epoch: 0/30, loss: 2.3000, acc: 0.1151
(TESTING) task: 3, epoch: 0/30, loss: 2.3000, acc: 0.1153
(TESTING) task: 3, epoch: 0/30, loss: 2.3000, acc: 0.1155
(TESTING) task: 3, epoch: 0/30, loss: 2.3001, acc: 0.1130
(TESTING) task: 3, epoch: 0/30, loss: 2.2999, acc: 0.1159
(TESTING) task: 3, epoch: 0/30, loss: 2.2999, acc: 0.1161
(TESTING) task: 3, epoch: 0/30, loss: 2.2999, acc: 0.1163
(TESTING) task: 3, epoch: 0/30, loss: 2.2999, acc: 0.1152
(TESTING) task: 3, epoch: 0/30, loss: 2.2997, acc: 0.1178
(TESTING) task: 3, epoch: 0/30, loss: 2.2997, acc: 0.1167
(TESTING) task: 3, epoch: 0/30, loss: 2.2996, acc: 0.1181
(TESTING) task: 3, epoch: 0/30, loss: 2.2995, acc: 0.1182
(TESTING) task: 3, epoch: 0/30, loss: 2.2995, acc: 0.1183
(TESTING) task: 3, epoch: 0/30, loss: 2.2996, acc: 0.1184
(TESTING) task: 3, epoch: 0/30, loss: 2.2996, acc: 0.1185
(TESTING) task: 3, epoch: 0/30, loss: 2.2995, acc: 0.1197
(TESTING) task: 3, epoch: 0/30, loss: 2.2995, acc: 0.1177
(TESTING) task: 3, epoch: 0/30, loss: 2.2995, acc: 0.1189
(TESTING) task: 3, epoch: 0/30, loss: 2.2996, acc: 0.1190
(TESTING) task: 3, epoch: 0/30, loss: 2.2996, acc: 0.1190
(TRAINING) task: 3, epoch: 1/30, loss: 2.2991, acc: 0.1211
(TRAINING) task: 3, epoch: 1/30, loss: 2.2987, acc: 0.1426
(TRAINING) task: 3, epoch: 1/30, loss: 2.2989, acc: 0.1367
(TRAINING) task: 3, epoch: 1/30, loss: 2.2983, acc: 0.1348
(TRAINING) task: 3, epoch: 1/30, loss: 2.2984, acc: 0.1320
(TRAINING) task: 3, epoch: 1/30, loss: 2.2986, acc: 0.1283
(TRAINING) task: 3, epoch: 1/30, loss: 2.2983, acc: 0.1300
(TRAINING) task: 3, epoch: 1/30, loss: 2.2980, acc: 0.1294
(TRAINING) task: 3, epoch: 1/30, loss: 2.2978, acc: 0.1306
(TRAINING) task: 3, epoch: 1/30, loss: 2.2978, acc: 0.1293
(TRAINING) task: 3, epoch: 1/30, loss: 2.2973, acc: 0.1371
(TRAINING) task: 3, epoch: 1/30, loss: 2.2973, acc: 0.1396
(TRAINING) task: 3, epoch: 1/30, loss: 2.2970, acc: 0.1424
(TRAINING) task: 3, epoch: 1/30, loss: 2.2969, acc: 0.1454
(TRAINING) task: 3, epoch: 1/30, loss: 2.2966, acc: 0.1500
(TRAINING) task: 3, epoch: 1/30, loss: 2.2964, acc: 0.1516
(TRAINING) task: 3, epoch: 1/30, loss: 2.2962, acc: 0.1542
(TRAINING) task: 3, epoch: 1/30, loss: 2.2960, acc: 0.1573
(TRAINING) task: 3, epoch: 1/30, loss: 2.2957, acc: 0.1602
(TRAINING) task: 3, epoch: 1/30, loss: 2.2955, acc: 0.1624
(TESTING) task: 3, epoch: 1/30, loss: 2.2934, acc: 0.1250
(TESTING) task: 3, epoch: 1/30, loss: 2.2914, acc: 0.2500
(TESTING) task: 3, epoch: 1/30, loss: 2.2917, acc: 0.2083
(TESTING) task: 3, epoch: 1/30, loss: 2.2933, acc: 0.2188
(TESTING) task: 3, epoch: 1/30, loss: 2.2921, acc: 0.2250
(TESTING) task: 3, epoch: 1/30, loss: 2.2911, acc: 0.2500
(TESTING) task: 3, epoch: 1/30, loss: 2.2901, acc: 0.2500
(TESTING) task: 3, epoch: 1/30, loss: 2.2905, acc: 0.2422
(TESTING) task: 3, epoch: 1/30, loss: 2.2909, acc: 0.2500
(TESTING) task: 3, epoch: 1/30, loss: 2.2918, acc: 0.2313
(TESTING) task: 3, epoch: 1/30, loss: 2.2914, acc: 0.2216
(TESTING) task: 3, epoch: 1/30, loss: 2.2914, acc: 0.2188
(TESTING) task: 3, epoch: 1/30, loss: 2.2916, acc: 0.2163
(TESTING) task: 3, epoch: 1/30, loss: 2.2921, acc: 0.2054
(TESTING) task: 3, epoch: 1/30, loss: 2.2918, acc: 0.2083
(TESTING) task: 3, epoch: 1/30, loss: 2.2920, acc: 0.2070
(TESTING) task: 3, epoch: 1/30, loss: 2.2923, acc: 0.2096
(TESTING) task: 3, epoch: 1/30, loss: 2.2924, acc: 0.2049
(TESTING) task: 3, epoch: 1/30, loss: 2.2921, acc: 0.2138
(TESTING) task: 3, epoch: 1/30, loss: 2.2922, acc: 0.2156
(TESTING) task: 3, epoch: 1/30, loss: 2.2919, acc: 0.2202
(TESTING) task: 3, epoch: 1/30, loss: 2.2916, acc: 0.2216
(TESTING) task: 3, epoch: 1/30, loss: 2.2918, acc: 0.2228
(TESTING) task: 3, epoch: 1/30, loss: 2.2918, acc: 0.2188
(TESTING) task: 3, epoch: 1/30, loss: 2.2923, acc: 0.2125
(TESTING) task: 3, epoch: 1/30, loss: 2.2921, acc: 0.2188
(TESTING) task: 3, epoch: 1/30, loss: 2.2923, acc: 0.2153
(TESTING) task: 3, epoch: 1/30, loss: 2.2923, acc: 0.2121
(TESTING) task: 3, epoch: 1/30, loss: 2.2923, acc: 0.2134
(TESTING) task: 3, epoch: 1/30, loss: 2.2926, acc: 0.2146
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2157
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2129
(TESTING) task: 3, epoch: 1/30, loss: 2.2927, acc: 0.2083
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2132
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2125
(TESTING) task: 3, epoch: 1/30, loss: 2.2926, acc: 0.2118
(TESTING) task: 3, epoch: 1/30, loss: 2.2924, acc: 0.2145
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2105
(TESTING) task: 3, epoch: 1/30, loss: 2.2923, acc: 0.2115
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2109
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2119
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2113
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2093
(TESTING) task: 3, epoch: 1/30, loss: 2.2924, acc: 0.2131
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2097
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2106
(TESTING) task: 3, epoch: 1/30, loss: 2.2924, acc: 0.2101
(TESTING) task: 3, epoch: 1/30, loss: 2.2924, acc: 0.2083
(TESTING) task: 3, epoch: 1/30, loss: 2.2922, acc: 0.2105
(TESTING) task: 3, epoch: 1/30, loss: 2.2923, acc: 0.2075
(TESTING) task: 3, epoch: 1/30, loss: 2.2924, acc: 0.2047
(TESTING) task: 3, epoch: 1/30, loss: 2.2926, acc: 0.2031
(TESTING) task: 3, epoch: 1/30, loss: 2.2924, acc: 0.2087
(TESTING) task: 3, epoch: 1/30, loss: 2.2924, acc: 0.2095
(TESTING) task: 3, epoch: 1/30, loss: 2.2924, acc: 0.2080
(TESTING) task: 3, epoch: 1/30, loss: 2.2926, acc: 0.2065
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2105
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2091
(TESTING) task: 3, epoch: 1/30, loss: 2.2927, acc: 0.2066
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2104
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2090
(TESTING) task: 3, epoch: 1/30, loss: 2.2924, acc: 0.2097
(TESTING) task: 3, epoch: 1/30, loss: 2.2925, acc: 0.2083
(TRAINING) task: 3, epoch: 2/30, loss: 2.2906, acc: 0.2188
(TRAINING) task: 3, epoch: 2/30, loss: 2.2902, acc: 0.2285
(TRAINING) task: 3, epoch: 2/30, loss: 2.2904, acc: 0.2357
(TRAINING) task: 3, epoch: 2/30, loss: 2.2907, acc: 0.2305
(TRAINING) task: 3, epoch: 2/30, loss: 2.2903, acc: 0.2375
(TRAINING) task: 3, epoch: 2/30, loss: 2.2903, acc: 0.2305
(TRAINING) task: 3, epoch: 2/30, loss: 2.2902, acc: 0.2305
(TRAINING) task: 3, epoch: 2/30, loss: 2.2899, acc: 0.2358
(TRAINING) task: 3, epoch: 2/30, loss: 2.2900, acc: 0.2374
(TRAINING) task: 3, epoch: 2/30, loss: 2.2895, acc: 0.2449
(TRAINING) task: 3, epoch: 2/30, loss: 2.2893, acc: 0.2447
(TRAINING) task: 3, epoch: 2/30, loss: 2.2892, acc: 0.2435
(TRAINING) task: 3, epoch: 2/30, loss: 2.2889, acc: 0.2461
(TRAINING) task: 3, epoch: 2/30, loss: 2.2886, acc: 0.2464
(TRAINING) task: 3, epoch: 2/30, loss: 2.2883, acc: 0.2513
(TRAINING) task: 3, epoch: 2/30, loss: 2.2882, acc: 0.2529
(TRAINING) task: 3, epoch: 2/30, loss: 2.2880, acc: 0.2555
(TRAINING) task: 3, epoch: 2/30, loss: 2.2877, acc: 0.2609
(TRAINING) task: 3, epoch: 2/30, loss: 2.2877, acc: 0.2601
(TRAINING) task: 3, epoch: 2/30, loss: 2.2875, acc: 0.2614
(TESTING) task: 3, epoch: 2/30, loss: 2.2813, acc: 0.3125
(TESTING) task: 3, epoch: 2/30, loss: 2.2819, acc: 0.3125
(TESTING) task: 3, epoch: 2/30, loss: 2.2841, acc: 0.2917
(TESTING) task: 3, epoch: 2/30, loss: 2.2816, acc: 0.3281
(TESTING) task: 3, epoch: 2/30, loss: 2.2830, acc: 0.3250
(TESTING) task: 3, epoch: 2/30, loss: 2.2843, acc: 0.3125
(TESTING) task: 3, epoch: 2/30, loss: 2.2845, acc: 0.3036
(TESTING) task: 3, epoch: 2/30, loss: 2.2843, acc: 0.2969
(TESTING) task: 3, epoch: 2/30, loss: 2.2842, acc: 0.2986
(TESTING) task: 3, epoch: 2/30, loss: 2.2840, acc: 0.3063
(TESTING) task: 3, epoch: 2/30, loss: 2.2843, acc: 0.2955
(TESTING) task: 3, epoch: 2/30, loss: 2.2843, acc: 0.2969
(TESTING) task: 3, epoch: 2/30, loss: 2.2845, acc: 0.2981
(TESTING) task: 3, epoch: 2/30, loss: 2.2840, acc: 0.3080
(TESTING) task: 3, epoch: 2/30, loss: 2.2841, acc: 0.3083
(TESTING) task: 3, epoch: 2/30, loss: 2.2842, acc: 0.3086
(TESTING) task: 3, epoch: 2/30, loss: 2.2839, acc: 0.3199
(TESTING) task: 3, epoch: 2/30, loss: 2.2839, acc: 0.3194
(TESTING) task: 3, epoch: 2/30, loss: 2.2846, acc: 0.3092
(TESTING) task: 3, epoch: 2/30, loss: 2.2848, acc: 0.3063
(TESTING) task: 3, epoch: 2/30, loss: 2.2847, acc: 0.3095
(TESTING) task: 3, epoch: 2/30, loss: 2.2849, acc: 0.3040
(TESTING) task: 3, epoch: 2/30, loss: 2.2846, acc: 0.3098
(TESTING) task: 3, epoch: 2/30, loss: 2.2847, acc: 0.3073
(TESTING) task: 3, epoch: 2/30, loss: 2.2851, acc: 0.3025
(TESTING) task: 3, epoch: 2/30, loss: 2.2849, acc: 0.3053
(TESTING) task: 3, epoch: 2/30, loss: 2.2850, acc: 0.3102
(TESTING) task: 3, epoch: 2/30, loss: 2.2850, acc: 0.3080
(TESTING) task: 3, epoch: 2/30, loss: 2.2850, acc: 0.3039
(TESTING) task: 3, epoch: 2/30, loss: 2.2851, acc: 0.3021
(TESTING) task: 3, epoch: 2/30, loss: 2.2852, acc: 0.2984
(TESTING) task: 3, epoch: 2/30, loss: 2.2851, acc: 0.2969
(TESTING) task: 3, epoch: 2/30, loss: 2.2850, acc: 0.2992
(TESTING) task: 3, epoch: 2/30, loss: 2.2848, acc: 0.3033
(TESTING) task: 3, epoch: 2/30, loss: 2.2845, acc: 0.3054
(TESTING) task: 3, epoch: 2/30, loss: 2.2844, acc: 0.3073
(TESTING) task: 3, epoch: 2/30, loss: 2.2844, acc: 0.3074
(TESTING) task: 3, epoch: 2/30, loss: 2.2843, acc: 0.3076
(TESTING) task: 3, epoch: 2/30, loss: 2.2842, acc: 0.3077
(TESTING) task: 3, epoch: 2/30, loss: 2.2842, acc: 0.3094
(TESTING) task: 3, epoch: 2/30, loss: 2.2840, acc: 0.3110
(TESTING) task: 3, epoch: 2/30, loss: 2.2841, acc: 0.3140
(TESTING) task: 3, epoch: 2/30, loss: 2.2839, acc: 0.3183
(TESTING) task: 3, epoch: 2/30, loss: 2.2841, acc: 0.3168
(TESTING) task: 3, epoch: 2/30, loss: 2.2839, acc: 0.3208
(TESTING) task: 3, epoch: 2/30, loss: 2.2839, acc: 0.3166
(TESTING) task: 3, epoch: 2/30, loss: 2.2839, acc: 0.3152
(TESTING) task: 3, epoch: 2/30, loss: 2.2840, acc: 0.3177
(TESTING) task: 3, epoch: 2/30, loss: 2.2838, acc: 0.3202
(TESTING) task: 3, epoch: 2/30, loss: 2.2839, acc: 0.3212
(TESTING) task: 3, epoch: 2/30, loss: 2.2839, acc: 0.3186
(TESTING) task: 3, epoch: 2/30, loss: 2.2840, acc: 0.3197
(TESTING) task: 3, epoch: 2/30, loss: 2.2840, acc: 0.3184
(TESTING) task: 3, epoch: 2/30, loss: 2.2841, acc: 0.3171
(TESTING) task: 3, epoch: 2/30, loss: 2.2839, acc: 0.3216
(TESTING) task: 3, epoch: 2/30, loss: 2.2840, acc: 0.3203
(TESTING) task: 3, epoch: 2/30, loss: 2.2840, acc: 0.3213
(TESTING) task: 3, epoch: 2/30, loss: 2.2841, acc: 0.3211
(TESTING) task: 3, epoch: 2/30, loss: 2.2841, acc: 0.3220
(TESTING) task: 3, epoch: 2/30, loss: 2.2841, acc: 0.3187
(TESTING) task: 3, epoch: 2/30, loss: 2.2842, acc: 0.3166
(TESTING) task: 3, epoch: 2/30, loss: 2.2842, acc: 0.3165
(TESTING) task: 3, epoch: 2/30, loss: 2.2841, acc: 0.3194
(TRAINING) task: 3, epoch: 3/30, loss: 2.2816, acc: 0.3516
(TRAINING) task: 3, epoch: 3/30, loss: 2.2822, acc: 0.3379
(TRAINING) task: 3, epoch: 3/30, loss: 2.2823, acc: 0.3398
(TRAINING) task: 3, epoch: 3/30, loss: 2.2825, acc: 0.3301
(TRAINING) task: 3, epoch: 3/30, loss: 2.2825, acc: 0.3242
(TRAINING) task: 3, epoch: 3/30, loss: 2.2822, acc: 0.3333
(TRAINING) task: 3, epoch: 3/30, loss: 2.2818, acc: 0.3354
(TRAINING) task: 3, epoch: 3/30, loss: 2.2812, acc: 0.3477
(TRAINING) task: 3, epoch: 3/30, loss: 2.2810, acc: 0.3507
(TRAINING) task: 3, epoch: 3/30, loss: 2.2809, acc: 0.3527
(TRAINING) task: 3, epoch: 3/30, loss: 2.2805, acc: 0.3587
(TRAINING) task: 3, epoch: 3/30, loss: 2.2802, acc: 0.3630
(TRAINING) task: 3, epoch: 3/30, loss: 2.2802, acc: 0.3630
(TRAINING) task: 3, epoch: 3/30, loss: 2.2798, acc: 0.3694
(TRAINING) task: 3, epoch: 3/30, loss: 2.2795, acc: 0.3724
(TRAINING) task: 3, epoch: 3/30, loss: 2.2791, acc: 0.3755
(TRAINING) task: 3, epoch: 3/30, loss: 2.2788, acc: 0.3782
(TRAINING) task: 3, epoch: 3/30, loss: 2.2787, acc: 0.3809
(TRAINING) task: 3, epoch: 3/30, loss: 2.2783, acc: 0.3855
(TRAINING) task: 3, epoch: 3/30, loss: 2.2782, acc: 0.3886
(TESTING) task: 3, epoch: 3/30, loss: 2.2655, acc: 0.5000
(TESTING) task: 3, epoch: 3/30, loss: 2.2745, acc: 0.3750
(TESTING) task: 3, epoch: 3/30, loss: 2.2756, acc: 0.3542
(TESTING) task: 3, epoch: 3/30, loss: 2.2767, acc: 0.3594
(TESTING) task: 3, epoch: 3/30, loss: 2.2767, acc: 0.3750
(TESTING) task: 3, epoch: 3/30, loss: 2.2761, acc: 0.3958
(TESTING) task: 3, epoch: 3/30, loss: 2.2754, acc: 0.4107
(TESTING) task: 3, epoch: 3/30, loss: 2.2771, acc: 0.3828
(TESTING) task: 3, epoch: 3/30, loss: 2.2781, acc: 0.3681
(TESTING) task: 3, epoch: 3/30, loss: 2.2772, acc: 0.3875
(TESTING) task: 3, epoch: 3/30, loss: 2.2772, acc: 0.3807
(TESTING) task: 3, epoch: 3/30, loss: 2.2778, acc: 0.3802
(TESTING) task: 3, epoch: 3/30, loss: 2.2772, acc: 0.3846
(TESTING) task: 3, epoch: 3/30, loss: 2.2769, acc: 0.3884
(TESTING) task: 3, epoch: 3/30, loss: 2.2765, acc: 0.3958
(TESTING) task: 3, epoch: 3/30, loss: 2.2762, acc: 0.3984
(TESTING) task: 3, epoch: 3/30, loss: 2.2757, acc: 0.4044
(TESTING) task: 3, epoch: 3/30, loss: 2.2758, acc: 0.3924
(TESTING) task: 3, epoch: 3/30, loss: 2.2761, acc: 0.3914
(TESTING) task: 3, epoch: 3/30, loss: 2.2752, acc: 0.3937
(TESTING) task: 3, epoch: 3/30, loss: 2.2750, acc: 0.3988
(TESTING) task: 3, epoch: 3/30, loss: 2.2745, acc: 0.4034
(TESTING) task: 3, epoch: 3/30, loss: 2.2738, acc: 0.4158
(TESTING) task: 3, epoch: 3/30, loss: 2.2736, acc: 0.4219
(TESTING) task: 3, epoch: 3/30, loss: 2.2730, acc: 0.4300
(TESTING) task: 3, epoch: 3/30, loss: 2.2733, acc: 0.4279
(TESTING) task: 3, epoch: 3/30, loss: 2.2732, acc: 0.4306
(TESTING) task: 3, epoch: 3/30, loss: 2.2734, acc: 0.4263
(TESTING) task: 3, epoch: 3/30, loss: 2.2732, acc: 0.4332
(TESTING) task: 3, epoch: 3/30, loss: 2.2734, acc: 0.4354
(TESTING) task: 3, epoch: 3/30, loss: 2.2736, acc: 0.4315
(TESTING) task: 3, epoch: 3/30, loss: 2.2734, acc: 0.4336
(TESTING) task: 3, epoch: 3/30, loss: 2.2735, acc: 0.4299
(TESTING) task: 3, epoch: 3/30, loss: 2.2737, acc: 0.4320
(TESTING) task: 3, epoch: 3/30, loss: 2.2736, acc: 0.4304
(TESTING) task: 3, epoch: 3/30, loss: 2.2735, acc: 0.4358
(TESTING) task: 3, epoch: 3/30, loss: 2.2732, acc: 0.4426
(TESTING) task: 3, epoch: 3/30, loss: 2.2733, acc: 0.4424
(TESTING) task: 3, epoch: 3/30, loss: 2.2734, acc: 0.4423
(TESTING) task: 3, epoch: 3/30, loss: 2.2731, acc: 0.4422
(TESTING) task: 3, epoch: 3/30, loss: 2.2731, acc: 0.4436
(TESTING) task: 3, epoch: 3/30, loss: 2.2727, acc: 0.4464
(TESTING) task: 3, epoch: 3/30, loss: 2.2727, acc: 0.4477
(TESTING) task: 3, epoch: 3/30, loss: 2.2729, acc: 0.4446
(TESTING) task: 3, epoch: 3/30, loss: 2.2729, acc: 0.4472
(TESTING) task: 3, epoch: 3/30, loss: 2.2729, acc: 0.4470
(TESTING) task: 3, epoch: 3/30, loss: 2.2729, acc: 0.4508
(TESTING) task: 3, epoch: 3/30, loss: 2.2728, acc: 0.4531
(TESTING) task: 3, epoch: 3/30, loss: 2.2726, acc: 0.4554
(TESTING) task: 3, epoch: 3/30, loss: 2.2726, acc: 0.4550
(TESTING) task: 3, epoch: 3/30, loss: 2.2726, acc: 0.4534
(TESTING) task: 3, epoch: 3/30, loss: 2.2728, acc: 0.4519
(TESTING) task: 3, epoch: 3/30, loss: 2.2731, acc: 0.4505
(TESTING) task: 3, epoch: 3/30, loss: 2.2733, acc: 0.4479
(TESTING) task: 3, epoch: 3/30, loss: 2.2736, acc: 0.4432
(TESTING) task: 3, epoch: 3/30, loss: 2.2735, acc: 0.4431
(TESTING) task: 3, epoch: 3/30, loss: 2.2736, acc: 0.4430
(TESTING) task: 3, epoch: 3/30, loss: 2.2736, acc: 0.4450
(TESTING) task: 3, epoch: 3/30, loss: 2.2737, acc: 0.4460
(TESTING) task: 3, epoch: 3/30, loss: 2.2738, acc: 0.4427
(TESTING) task: 3, epoch: 3/30, loss: 2.2740, acc: 0.4395
(TESTING) task: 3, epoch: 3/30, loss: 2.2741, acc: 0.4395
(TESTING) task: 3, epoch: 3/30, loss: 2.2740, acc: 0.4425
(TRAINING) task: 3, epoch: 4/30, loss: 2.2721, acc: 0.4727
(TRAINING) task: 3, epoch: 4/30, loss: 2.2717, acc: 0.4688
(TRAINING) task: 3, epoch: 4/30, loss: 2.2708, acc: 0.4870
(TRAINING) task: 3, epoch: 4/30, loss: 2.2710, acc: 0.4883
(TRAINING) task: 3, epoch: 4/30, loss: 2.2712, acc: 0.4836
(TRAINING) task: 3, epoch: 4/30, loss: 2.2712, acc: 0.4818
(TRAINING) task: 3, epoch: 4/30, loss: 2.2707, acc: 0.4905
(TRAINING) task: 3, epoch: 4/30, loss: 2.2705, acc: 0.4922
(TRAINING) task: 3, epoch: 4/30, loss: 2.2703, acc: 0.4965
(TRAINING) task: 3, epoch: 4/30, loss: 2.2699, acc: 0.5055
(TRAINING) task: 3, epoch: 4/30, loss: 2.2696, acc: 0.5067
(TRAINING) task: 3, epoch: 4/30, loss: 2.2692, acc: 0.5127
(TRAINING) task: 3, epoch: 4/30, loss: 2.2687, acc: 0.5165
(TRAINING) task: 3, epoch: 4/30, loss: 2.2683, acc: 0.5212
(TRAINING) task: 3, epoch: 4/30, loss: 2.2679, acc: 0.5216
(TRAINING) task: 3, epoch: 4/30, loss: 2.2677, acc: 0.5234
(TRAINING) task: 3, epoch: 4/30, loss: 2.2673, acc: 0.5271
(TRAINING) task: 3, epoch: 4/30, loss: 2.2670, acc: 0.5293
(TRAINING) task: 3, epoch: 4/30, loss: 2.2666, acc: 0.5343
(TRAINING) task: 3, epoch: 4/30, loss: 2.2662, acc: 0.5378
(TESTING) task: 3, epoch: 4/30, loss: 2.2681, acc: 0.3750
(TESTING) task: 3, epoch: 4/30, loss: 2.2642, acc: 0.4688
(TESTING) task: 3, epoch: 4/30, loss: 2.2678, acc: 0.4375
(TESTING) task: 3, epoch: 4/30, loss: 2.2690, acc: 0.4375
(TESTING) task: 3, epoch: 4/30, loss: 2.2695, acc: 0.4500
(TESTING) task: 3, epoch: 4/30, loss: 2.2675, acc: 0.4896
(TESTING) task: 3, epoch: 4/30, loss: 2.2646, acc: 0.5357
(TESTING) task: 3, epoch: 4/30, loss: 2.2644, acc: 0.5312
(TESTING) task: 3, epoch: 4/30, loss: 2.2642, acc: 0.5278
(TESTING) task: 3, epoch: 4/30, loss: 2.2652, acc: 0.5250
(TESTING) task: 3, epoch: 4/30, loss: 2.2655, acc: 0.5227
(TESTING) task: 3, epoch: 4/30, loss: 2.2662, acc: 0.5365
(TESTING) task: 3, epoch: 4/30, loss: 2.2665, acc: 0.5385
(TESTING) task: 3, epoch: 4/30, loss: 2.2671, acc: 0.5268
(TESTING) task: 3, epoch: 4/30, loss: 2.2662, acc: 0.5250
(TESTING) task: 3, epoch: 4/30, loss: 2.2655, acc: 0.5430
(TESTING) task: 3, epoch: 4/30, loss: 2.2647, acc: 0.5515
(TESTING) task: 3, epoch: 4/30, loss: 2.2641, acc: 0.5556
(TESTING) task: 3, epoch: 4/30, loss: 2.2645, acc: 0.5592
(TESTING) task: 3, epoch: 4/30, loss: 2.2639, acc: 0.5656
(TESTING) task: 3, epoch: 4/30, loss: 2.2637, acc: 0.5655
(TESTING) task: 3, epoch: 4/30, loss: 2.2636, acc: 0.5625
(TESTING) task: 3, epoch: 4/30, loss: 2.2635, acc: 0.5625
(TESTING) task: 3, epoch: 4/30, loss: 2.2641, acc: 0.5599
(TESTING) task: 3, epoch: 4/30, loss: 2.2638, acc: 0.5625
(TESTING) task: 3, epoch: 4/30, loss: 2.2634, acc: 0.5601
(TESTING) task: 3, epoch: 4/30, loss: 2.2636, acc: 0.5625
(TESTING) task: 3, epoch: 4/30, loss: 2.2639, acc: 0.5603
(TESTING) task: 3, epoch: 4/30, loss: 2.2636, acc: 0.5582
(TESTING) task: 3, epoch: 4/30, loss: 2.2637, acc: 0.5604
(TESTING) task: 3, epoch: 4/30, loss: 2.2638, acc: 0.5544
(TESTING) task: 3, epoch: 4/30, loss: 2.2637, acc: 0.5566
(TESTING) task: 3, epoch: 4/30, loss: 2.2639, acc: 0.5549
(TESTING) task: 3, epoch: 4/30, loss: 2.2639, acc: 0.5551
(TESTING) task: 3, epoch: 4/30, loss: 2.2635, acc: 0.5607
(TESTING) task: 3, epoch: 4/30, loss: 2.2636, acc: 0.5642
(TESTING) task: 3, epoch: 4/30, loss: 2.2633, acc: 0.5693
(TESTING) task: 3, epoch: 4/30, loss: 2.2630, acc: 0.5740
(TESTING) task: 3, epoch: 4/30, loss: 2.2630, acc: 0.5737
(TESTING) task: 3, epoch: 4/30, loss: 2.2628, acc: 0.5750
(TESTING) task: 3, epoch: 4/30, loss: 2.2624, acc: 0.5808
(TESTING) task: 3, epoch: 4/30, loss: 2.2621, acc: 0.5848
(TESTING) task: 3, epoch: 4/30, loss: 2.2621, acc: 0.5843
(TESTING) task: 3, epoch: 4/30, loss: 2.2620, acc: 0.5838
(TESTING) task: 3, epoch: 4/30, loss: 2.2618, acc: 0.5889
(TESTING) task: 3, epoch: 4/30, loss: 2.2616, acc: 0.5883
(TESTING) task: 3, epoch: 4/30, loss: 2.2614, acc: 0.5918
(TESTING) task: 3, epoch: 4/30, loss: 2.2614, acc: 0.5911
(TESTING) task: 3, epoch: 4/30, loss: 2.2616, acc: 0.5842
(TESTING) task: 3, epoch: 4/30, loss: 2.2614, acc: 0.5850
(TESTING) task: 3, epoch: 4/30, loss: 2.2610, acc: 0.5858
(TESTING) task: 3, epoch: 4/30, loss: 2.2614, acc: 0.5817
(TESTING) task: 3, epoch: 4/30, loss: 2.2613, acc: 0.5825
(TESTING) task: 3, epoch: 4/30, loss: 2.2614, acc: 0.5833
(TESTING) task: 3, epoch: 4/30, loss: 2.2615, acc: 0.5830
(TESTING) task: 3, epoch: 4/30, loss: 2.2616, acc: 0.5792
(TESTING) task: 3, epoch: 4/30, loss: 2.2613, acc: 0.5833
(TESTING) task: 3, epoch: 4/30, loss: 2.2614, acc: 0.5819
(TESTING) task: 3, epoch: 4/30, loss: 2.2612, acc: 0.5805
(TESTING) task: 3, epoch: 4/30, loss: 2.2613, acc: 0.5781
(TESTING) task: 3, epoch: 4/30, loss: 2.2613, acc: 0.5738
(TESTING) task: 3, epoch: 4/30, loss: 2.2613, acc: 0.5756
(TESTING) task: 3, epoch: 4/30, loss: 2.2613, acc: 0.5764
(TRAINING) task: 3, epoch: 5/30, loss: 2.2575, acc: 0.6211
(TRAINING) task: 3, epoch: 5/30, loss: 2.2582, acc: 0.6289
(TRAINING) task: 3, epoch: 5/30, loss: 2.2589, acc: 0.6094
(TRAINING) task: 3, epoch: 5/30, loss: 2.2574, acc: 0.6172
(TRAINING) task: 3, epoch: 5/30, loss: 2.2564, acc: 0.6273
(TRAINING) task: 3, epoch: 5/30, loss: 2.2568, acc: 0.6178
(TRAINING) task: 3, epoch: 5/30, loss: 2.2568, acc: 0.6205
(TRAINING) task: 3, epoch: 5/30, loss: 2.2569, acc: 0.6260
(TRAINING) task: 3, epoch: 5/30, loss: 2.2571, acc: 0.6259
(TRAINING) task: 3, epoch: 5/30, loss: 2.2568, acc: 0.6266
(TRAINING) task: 3, epoch: 5/30, loss: 2.2559, acc: 0.6332
(TRAINING) task: 3, epoch: 5/30, loss: 2.2554, acc: 0.6374
(TRAINING) task: 3, epoch: 5/30, loss: 2.2548, acc: 0.6421
(TRAINING) task: 3, epoch: 5/30, loss: 2.2541, acc: 0.6473
(TRAINING) task: 3, epoch: 5/30, loss: 2.2539, acc: 0.6471
(TRAINING) task: 3, epoch: 5/30, loss: 2.2534, acc: 0.6511
(TRAINING) task: 3, epoch: 5/30, loss: 2.2530, acc: 0.6535
(TRAINING) task: 3, epoch: 5/30, loss: 2.2526, acc: 0.6560
(TRAINING) task: 3, epoch: 5/30, loss: 2.2522, acc: 0.6583
(TRAINING) task: 3, epoch: 5/30, loss: 2.2520, acc: 0.6596
(TESTING) task: 3, epoch: 5/30, loss: 2.2589, acc: 0.6875
(TESTING) task: 3, epoch: 5/30, loss: 2.2552, acc: 0.6250
(TESTING) task: 3, epoch: 5/30, loss: 2.2521, acc: 0.6875
(TESTING) task: 3, epoch: 5/30, loss: 2.2532, acc: 0.6719
(TESTING) task: 3, epoch: 5/30, loss: 2.2529, acc: 0.6625
(TESTING) task: 3, epoch: 5/30, loss: 2.2545, acc: 0.6562
(TESTING) task: 3, epoch: 5/30, loss: 2.2520, acc: 0.6786
(TESTING) task: 3, epoch: 5/30, loss: 2.2498, acc: 0.7031
(TESTING) task: 3, epoch: 5/30, loss: 2.2477, acc: 0.7153
(TESTING) task: 3, epoch: 5/30, loss: 2.2471, acc: 0.7312
(TESTING) task: 3, epoch: 5/30, loss: 2.2483, acc: 0.7330
(TESTING) task: 3, epoch: 5/30, loss: 2.2480, acc: 0.7396
(TESTING) task: 3, epoch: 5/30, loss: 2.2471, acc: 0.7356
(TESTING) task: 3, epoch: 5/30, loss: 2.2456, acc: 0.7455
(TESTING) task: 3, epoch: 5/30, loss: 2.2439, acc: 0.7542
(TESTING) task: 3, epoch: 5/30, loss: 2.2448, acc: 0.7500
(TESTING) task: 3, epoch: 5/30, loss: 2.2443, acc: 0.7500
(TESTING) task: 3, epoch: 5/30, loss: 2.2451, acc: 0.7465
(TESTING) task: 3, epoch: 5/30, loss: 2.2455, acc: 0.7434
(TESTING) task: 3, epoch: 5/30, loss: 2.2452, acc: 0.7406
(TESTING) task: 3, epoch: 5/30, loss: 2.2462, acc: 0.7321
(TESTING) task: 3, epoch: 5/30, loss: 2.2462, acc: 0.7330
(TESTING) task: 3, epoch: 5/30, loss: 2.2460, acc: 0.7337
(TESTING) task: 3, epoch: 5/30, loss: 2.2458, acc: 0.7240
(TESTING) task: 3, epoch: 5/30, loss: 2.2460, acc: 0.7175
(TESTING) task: 3, epoch: 5/30, loss: 2.2454, acc: 0.7139
(TESTING) task: 3, epoch: 5/30, loss: 2.2458, acc: 0.7130
(TESTING) task: 3, epoch: 5/30, loss: 2.2456, acc: 0.7143
(TESTING) task: 3, epoch: 5/30, loss: 2.2459, acc: 0.7134
(TESTING) task: 3, epoch: 5/30, loss: 2.2457, acc: 0.7167
(TESTING) task: 3, epoch: 5/30, loss: 2.2458, acc: 0.7117
(TESTING) task: 3, epoch: 5/30, loss: 2.2463, acc: 0.7070
(TESTING) task: 3, epoch: 5/30, loss: 2.2462, acc: 0.7140
(TESTING) task: 3, epoch: 5/30, loss: 2.2462, acc: 0.7114
(TESTING) task: 3, epoch: 5/30, loss: 2.2466, acc: 0.7071
(TESTING) task: 3, epoch: 5/30, loss: 2.2463, acc: 0.7118
(TESTING) task: 3, epoch: 5/30, loss: 2.2453, acc: 0.7162
(TESTING) task: 3, epoch: 5/30, loss: 2.2457, acc: 0.7138
(TESTING) task: 3, epoch: 5/30, loss: 2.2457, acc: 0.7131
(TESTING) task: 3, epoch: 5/30, loss: 2.2461, acc: 0.7094
(TESTING) task: 3, epoch: 5/30, loss: 2.2457, acc: 0.7104
(TESTING) task: 3, epoch: 5/30, loss: 2.2456, acc: 0.7068
(TESTING) task: 3, epoch: 5/30, loss: 2.2459, acc: 0.7020
(TESTING) task: 3, epoch: 5/30, loss: 2.2462, acc: 0.6974
(TESTING) task: 3, epoch: 5/30, loss: 2.2464, acc: 0.6917
(TESTING) task: 3, epoch: 5/30, loss: 2.2464, acc: 0.6957
(TESTING) task: 3, epoch: 5/30, loss: 2.2468, acc: 0.6928
(TESTING) task: 3, epoch: 5/30, loss: 2.2469, acc: 0.6914
(TESTING) task: 3, epoch: 5/30, loss: 2.2470, acc: 0.6926
(TESTING) task: 3, epoch: 5/30, loss: 2.2472, acc: 0.6925
(TESTING) task: 3, epoch: 5/30, loss: 2.2469, acc: 0.6936
(TESTING) task: 3, epoch: 5/30, loss: 2.2467, acc: 0.6959
(TESTING) task: 3, epoch: 5/30, loss: 2.2466, acc: 0.6981
(TESTING) task: 3, epoch: 5/30, loss: 2.2468, acc: 0.6979
(TESTING) task: 3, epoch: 5/30, loss: 2.2471, acc: 0.6955
(TESTING) task: 3, epoch: 5/30, loss: 2.2469, acc: 0.6953
(TESTING) task: 3, epoch: 5/30, loss: 2.2469, acc: 0.6952
(TESTING) task: 3, epoch: 5/30, loss: 2.2466, acc: 0.6961
(TESTING) task: 3, epoch: 5/30, loss: 2.2467, acc: 0.6939
(TESTING) task: 3, epoch: 5/30, loss: 2.2468, acc: 0.6958
(TESTING) task: 3, epoch: 5/30, loss: 2.2469, acc: 0.6936
(TESTING) task: 3, epoch: 5/30, loss: 2.2467, acc: 0.6956
(TESTING) task: 3, epoch: 5/30, loss: 2.2467, acc: 0.6944
(TRAINING) task: 3, epoch: 6/30, loss: 2.2425, acc: 0.7266
(TRAINING) task: 3, epoch: 6/30, loss: 2.2453, acc: 0.7109
(TRAINING) task: 3, epoch: 6/30, loss: 2.2421, acc: 0.7331
(TRAINING) task: 3, epoch: 6/30, loss: 2.2414, acc: 0.7393
(TRAINING) task: 3, epoch: 6/30, loss: 2.2419, acc: 0.7305
(TRAINING) task: 3, epoch: 6/30, loss: 2.2420, acc: 0.7220
(TRAINING) task: 3, epoch: 6/30, loss: 2.2417, acc: 0.7188
(TRAINING) task: 3, epoch: 6/30, loss: 2.2412, acc: 0.7212
(TRAINING) task: 3, epoch: 6/30, loss: 2.2413, acc: 0.7201
(TRAINING) task: 3, epoch: 6/30, loss: 2.2407, acc: 0.7250
(TRAINING) task: 3, epoch: 6/30, loss: 2.2403, acc: 0.7294
(TRAINING) task: 3, epoch: 6/30, loss: 2.2400, acc: 0.7266
(TRAINING) task: 3, epoch: 6/30, loss: 2.2399, acc: 0.7281
(TRAINING) task: 3, epoch: 6/30, loss: 2.2394, acc: 0.7291
(TRAINING) task: 3, epoch: 6/30, loss: 2.2386, acc: 0.7331
(TRAINING) task: 3, epoch: 6/30, loss: 2.2380, acc: 0.7341
(TRAINING) task: 3, epoch: 6/30, loss: 2.2374, acc: 0.7371
(TRAINING) task: 3, epoch: 6/30, loss: 2.2371, acc: 0.7396
(TRAINING) task: 3, epoch: 6/30, loss: 2.2363, acc: 0.7428
(TRAINING) task: 3, epoch: 6/30, loss: 2.2357, acc: 0.7450
(TESTING) task: 3, epoch: 6/30, loss: 2.2352, acc: 0.7500
(TESTING) task: 3, epoch: 6/30, loss: 2.2361, acc: 0.7500
(TESTING) task: 3, epoch: 6/30, loss: 2.2275, acc: 0.7500
(TESTING) task: 3, epoch: 6/30, loss: 2.2220, acc: 0.7969
(TESTING) task: 3, epoch: 6/30, loss: 2.2215, acc: 0.8000
(TESTING) task: 3, epoch: 6/30, loss: 2.2255, acc: 0.7812
(TESTING) task: 3, epoch: 6/30, loss: 2.2282, acc: 0.7768
(TESTING) task: 3, epoch: 6/30, loss: 2.2275, acc: 0.7969
(TESTING) task: 3, epoch: 6/30, loss: 2.2260, acc: 0.8056
(TESTING) task: 3, epoch: 6/30, loss: 2.2261, acc: 0.8000
(TESTING) task: 3, epoch: 6/30, loss: 2.2263, acc: 0.7955
(TESTING) task: 3, epoch: 6/30, loss: 2.2274, acc: 0.7917
(TESTING) task: 3, epoch: 6/30, loss: 2.2279, acc: 0.7885
(TESTING) task: 3, epoch: 6/30, loss: 2.2276, acc: 0.7946
(TESTING) task: 3, epoch: 6/30, loss: 2.2277, acc: 0.7917
(TESTING) task: 3, epoch: 6/30, loss: 2.2281, acc: 0.7930
(TESTING) task: 3, epoch: 6/30, loss: 2.2280, acc: 0.7904
(TESTING) task: 3, epoch: 6/30, loss: 2.2297, acc: 0.7708
(TESTING) task: 3, epoch: 6/30, loss: 2.2293, acc: 0.7763
(TESTING) task: 3, epoch: 6/30, loss: 2.2287, acc: 0.7812
(TESTING) task: 3, epoch: 6/30, loss: 2.2286, acc: 0.7768
(TESTING) task: 3, epoch: 6/30, loss: 2.2280, acc: 0.7784
(TESTING) task: 3, epoch: 6/30, loss: 2.2284, acc: 0.7745
(TESTING) task: 3, epoch: 6/30, loss: 2.2284, acc: 0.7786
(TESTING) task: 3, epoch: 6/30, loss: 2.2291, acc: 0.7800
(TESTING) task: 3, epoch: 6/30, loss: 2.2293, acc: 0.7788
(TESTING) task: 3, epoch: 6/30, loss: 2.2295, acc: 0.7685
(TESTING) task: 3, epoch: 6/30, loss: 2.2297, acc: 0.7701
(TESTING) task: 3, epoch: 6/30, loss: 2.2295, acc: 0.7672
(TESTING) task: 3, epoch: 6/30, loss: 2.2289, acc: 0.7729
(TESTING) task: 3, epoch: 6/30, loss: 2.2286, acc: 0.7762
(TESTING) task: 3, epoch: 6/30, loss: 2.2293, acc: 0.7754
(TESTING) task: 3, epoch: 6/30, loss: 2.2300, acc: 0.7765
(TESTING) task: 3, epoch: 6/30, loss: 2.2292, acc: 0.7794
(TESTING) task: 3, epoch: 6/30, loss: 2.2292, acc: 0.7804
(TESTING) task: 3, epoch: 6/30, loss: 2.2292, acc: 0.7865
(TESTING) task: 3, epoch: 6/30, loss: 2.2291, acc: 0.7889
(TESTING) task: 3, epoch: 6/30, loss: 2.2293, acc: 0.7878
(TESTING) task: 3, epoch: 6/30, loss: 2.2296, acc: 0.7853
(TESTING) task: 3, epoch: 6/30, loss: 2.2295, acc: 0.7859
(TESTING) task: 3, epoch: 6/30, loss: 2.2294, acc: 0.7881
(TESTING) task: 3, epoch: 6/30, loss: 2.2297, acc: 0.7842
(TESTING) task: 3, epoch: 6/30, loss: 2.2302, acc: 0.7805
(TESTING) task: 3, epoch: 6/30, loss: 2.2293, acc: 0.7812
(TESTING) task: 3, epoch: 6/30, loss: 2.2297, acc: 0.7792
(TESTING) task: 3, epoch: 6/30, loss: 2.2295, acc: 0.7758
(TESTING) task: 3, epoch: 6/30, loss: 2.2287, acc: 0.7766
(TESTING) task: 3, epoch: 6/30, loss: 2.2284, acc: 0.7799
(TESTING) task: 3, epoch: 6/30, loss: 2.2287, acc: 0.7781
(TESTING) task: 3, epoch: 6/30, loss: 2.2289, acc: 0.7762
(TESTING) task: 3, epoch: 6/30, loss: 2.2287, acc: 0.7794
(TESTING) task: 3, epoch: 6/30, loss: 2.2286, acc: 0.7776
(TESTING) task: 3, epoch: 6/30, loss: 2.2287, acc: 0.7759
(TESTING) task: 3, epoch: 6/30, loss: 2.2286, acc: 0.7766
(TESTING) task: 3, epoch: 6/30, loss: 2.2288, acc: 0.7750
(TESTING) task: 3, epoch: 6/30, loss: 2.2290, acc: 0.7757
(TESTING) task: 3, epoch: 6/30, loss: 2.2294, acc: 0.7719
(TESTING) task: 3, epoch: 6/30, loss: 2.2294, acc: 0.7716
(TESTING) task: 3, epoch: 6/30, loss: 2.2297, acc: 0.7712
(TESTING) task: 3, epoch: 6/30, loss: 2.2296, acc: 0.7708
(TESTING) task: 3, epoch: 6/30, loss: 2.2296, acc: 0.7746
(TESTING) task: 3, epoch: 6/30, loss: 2.2297, acc: 0.7722
(TESTING) task: 3, epoch: 6/30, loss: 2.2296, acc: 0.7718
(TRAINING) task: 3, epoch: 7/30, loss: 2.2237, acc: 0.7852
(TRAINING) task: 3, epoch: 7/30, loss: 2.2241, acc: 0.7871
(TRAINING) task: 3, epoch: 7/30, loss: 2.2232, acc: 0.7956
(TRAINING) task: 3, epoch: 7/30, loss: 2.2226, acc: 0.7930
(TRAINING) task: 3, epoch: 7/30, loss: 2.2225, acc: 0.7930
(TRAINING) task: 3, epoch: 7/30, loss: 2.2218, acc: 0.7949
(TRAINING) task: 3, epoch: 7/30, loss: 2.2213, acc: 0.7941
(TRAINING) task: 3, epoch: 7/30, loss: 2.2206, acc: 0.7930
(TRAINING) task: 3, epoch: 7/30, loss: 2.2211, acc: 0.7882
(TRAINING) task: 3, epoch: 7/30, loss: 2.2206, acc: 0.7871
(TRAINING) task: 3, epoch: 7/30, loss: 2.2208, acc: 0.7866
(TRAINING) task: 3, epoch: 7/30, loss: 2.2200, acc: 0.7907
(TRAINING) task: 3, epoch: 7/30, loss: 2.2195, acc: 0.7933
(TRAINING) task: 3, epoch: 7/30, loss: 2.2191, acc: 0.7946
(TRAINING) task: 3, epoch: 7/30, loss: 2.2187, acc: 0.7958
(TRAINING) task: 3, epoch: 7/30, loss: 2.2181, acc: 0.7979
(TRAINING) task: 3, epoch: 7/30, loss: 2.2174, acc: 0.7989
(TRAINING) task: 3, epoch: 7/30, loss: 2.2171, acc: 0.7988
(TRAINING) task: 3, epoch: 7/30, loss: 2.2167, acc: 0.7995
(TRAINING) task: 3, epoch: 7/30, loss: 2.2169, acc: 0.8011
(TESTING) task: 3, epoch: 7/30, loss: 2.2287, acc: 0.7500
(TESTING) task: 3, epoch: 7/30, loss: 2.2184, acc: 0.7812
(TESTING) task: 3, epoch: 7/30, loss: 2.2131, acc: 0.7917
(TESTING) task: 3, epoch: 7/30, loss: 2.2169, acc: 0.8125
(TESTING) task: 3, epoch: 7/30, loss: 2.2136, acc: 0.8250
(TESTING) task: 3, epoch: 7/30, loss: 2.2128, acc: 0.8125
(TESTING) task: 3, epoch: 7/30, loss: 2.2135, acc: 0.8125
(TESTING) task: 3, epoch: 7/30, loss: 2.2133, acc: 0.7891
(TESTING) task: 3, epoch: 7/30, loss: 2.2114, acc: 0.7986
(TESTING) task: 3, epoch: 7/30, loss: 2.2116, acc: 0.8063
(TESTING) task: 3, epoch: 7/30, loss: 2.2147, acc: 0.7898
(TESTING) task: 3, epoch: 7/30, loss: 2.2145, acc: 0.7969
(TESTING) task: 3, epoch: 7/30, loss: 2.2157, acc: 0.7933
(TESTING) task: 3, epoch: 7/30, loss: 2.2147, acc: 0.7946
(TESTING) task: 3, epoch: 7/30, loss: 2.2140, acc: 0.8083
(TESTING) task: 3, epoch: 7/30, loss: 2.2133, acc: 0.8125
(TESTING) task: 3, epoch: 7/30, loss: 2.2119, acc: 0.8162
(TESTING) task: 3, epoch: 7/30, loss: 2.2115, acc: 0.8194
(TESTING) task: 3, epoch: 7/30, loss: 2.2124, acc: 0.8158
(TESTING) task: 3, epoch: 7/30, loss: 2.2104, acc: 0.8250
(TESTING) task: 3, epoch: 7/30, loss: 2.2107, acc: 0.8244
(TESTING) task: 3, epoch: 7/30, loss: 2.2104, acc: 0.8267
(TESTING) task: 3, epoch: 7/30, loss: 2.2118, acc: 0.8179
(TESTING) task: 3, epoch: 7/30, loss: 2.2116, acc: 0.8151
(TESTING) task: 3, epoch: 7/30, loss: 2.2120, acc: 0.8150
(TESTING) task: 3, epoch: 7/30, loss: 2.2122, acc: 0.8149
(TESTING) task: 3, epoch: 7/30, loss: 2.2122, acc: 0.8125
(TESTING) task: 3, epoch: 7/30, loss: 2.2128, acc: 0.8103
(TESTING) task: 3, epoch: 7/30, loss: 2.2125, acc: 0.8082
(TESTING) task: 3, epoch: 7/30, loss: 2.2132, acc: 0.8063
(TESTING) task: 3, epoch: 7/30, loss: 2.2127, acc: 0.8065
(TESTING) task: 3, epoch: 7/30, loss: 2.2129, acc: 0.8086
(TESTING) task: 3, epoch: 7/30, loss: 2.2126, acc: 0.8125
(TESTING) task: 3, epoch: 7/30, loss: 2.2128, acc: 0.8125
(TESTING) task: 3, epoch: 7/30, loss: 2.2126, acc: 0.8179
(TESTING) task: 3, epoch: 7/30, loss: 2.2124, acc: 0.8177
(TESTING) task: 3, epoch: 7/30, loss: 2.2124, acc: 0.8159
(TESTING) task: 3, epoch: 7/30, loss: 2.2121, acc: 0.8141
(TESTING) task: 3, epoch: 7/30, loss: 2.2124, acc: 0.8093
(TESTING) task: 3, epoch: 7/30, loss: 2.2122, acc: 0.8109
(TESTING) task: 3, epoch: 7/30, loss: 2.2129, acc: 0.8095
(TESTING) task: 3, epoch: 7/30, loss: 2.2132, acc: 0.8095
(TESTING) task: 3, epoch: 7/30, loss: 2.2137, acc: 0.8096
(TESTING) task: 3, epoch: 7/30, loss: 2.2127, acc: 0.8097
(TESTING) task: 3, epoch: 7/30, loss: 2.2127, acc: 0.8097
(TESTING) task: 3, epoch: 7/30, loss: 2.2122, acc: 0.8111
(TESTING) task: 3, epoch: 7/30, loss: 2.2117, acc: 0.8125
(TESTING) task: 3, epoch: 7/30, loss: 2.2114, acc: 0.8138
(TESTING) task: 3, epoch: 7/30, loss: 2.2115, acc: 0.8151
(TESTING) task: 3, epoch: 7/30, loss: 2.2112, acc: 0.8187
(TESTING) task: 3, epoch: 7/30, loss: 2.2116, acc: 0.8186
(TESTING) task: 3, epoch: 7/30, loss: 2.2113, acc: 0.8209
(TESTING) task: 3, epoch: 7/30, loss: 2.2105, acc: 0.8219
(TESTING) task: 3, epoch: 7/30, loss: 2.2105, acc: 0.8241
(TESTING) task: 3, epoch: 7/30, loss: 2.2100, acc: 0.8250
(TESTING) task: 3, epoch: 7/30, loss: 2.2097, acc: 0.8259
(TESTING) task: 3, epoch: 7/30, loss: 2.2100, acc: 0.8257
(TESTING) task: 3, epoch: 7/30, loss: 2.2102, acc: 0.8244
(TESTING) task: 3, epoch: 7/30, loss: 2.2102, acc: 0.8252
(TESTING) task: 3, epoch: 7/30, loss: 2.2098, acc: 0.8250
(TESTING) task: 3, epoch: 7/30, loss: 2.2102, acc: 0.8238
(TESTING) task: 3, epoch: 7/30, loss: 2.2099, acc: 0.8256
(TESTING) task: 3, epoch: 7/30, loss: 2.2098, acc: 0.8244
(TRAINING) task: 3, epoch: 8/30, loss: 2.2040, acc: 0.8438
(TRAINING) task: 3, epoch: 8/30, loss: 2.2019, acc: 0.8281
(TRAINING) task: 3, epoch: 8/30, loss: 2.2010, acc: 0.8294
(TRAINING) task: 3, epoch: 8/30, loss: 2.2021, acc: 0.8213
(TRAINING) task: 3, epoch: 8/30, loss: 2.2014, acc: 0.8250
(TRAINING) task: 3, epoch: 8/30, loss: 2.2011, acc: 0.8268
(TRAINING) task: 3, epoch: 8/30, loss: 2.2023, acc: 0.8237
(TRAINING) task: 3, epoch: 8/30, loss: 2.2008, acc: 0.8286
(TRAINING) task: 3, epoch: 8/30, loss: 2.2010, acc: 0.8303
(TRAINING) task: 3, epoch: 8/30, loss: 2.2013, acc: 0.8293
(TRAINING) task: 3, epoch: 8/30, loss: 2.2006, acc: 0.8313
(TRAINING) task: 3, epoch: 8/30, loss: 2.2000, acc: 0.8337
(TRAINING) task: 3, epoch: 8/30, loss: 2.1996, acc: 0.8335
(TRAINING) task: 3, epoch: 8/30, loss: 2.1995, acc: 0.8323
(TRAINING) task: 3, epoch: 8/30, loss: 2.1983, acc: 0.8362
(TRAINING) task: 3, epoch: 8/30, loss: 2.1977, acc: 0.8354
(TRAINING) task: 3, epoch: 8/30, loss: 2.1971, acc: 0.8355
(TRAINING) task: 3, epoch: 8/30, loss: 2.1963, acc: 0.8375
(TRAINING) task: 3, epoch: 8/30, loss: 2.1958, acc: 0.8361
(TRAINING) task: 3, epoch: 8/30, loss: 2.1954, acc: 0.8366
(TESTING) task: 3, epoch: 8/30, loss: 2.2100, acc: 0.8125
(TESTING) task: 3, epoch: 8/30, loss: 2.1991, acc: 0.7500
(TESTING) task: 3, epoch: 8/30, loss: 2.1952, acc: 0.7708
(TESTING) task: 3, epoch: 8/30, loss: 2.1836, acc: 0.8125
(TESTING) task: 3, epoch: 8/30, loss: 2.1885, acc: 0.8000
(TESTING) task: 3, epoch: 8/30, loss: 2.1926, acc: 0.7917
(TESTING) task: 3, epoch: 8/30, loss: 2.1911, acc: 0.8036
(TESTING) task: 3, epoch: 8/30, loss: 2.1917, acc: 0.8047
(TESTING) task: 3, epoch: 8/30, loss: 2.1896, acc: 0.8125
(TESTING) task: 3, epoch: 8/30, loss: 2.1912, acc: 0.8063
(TESTING) task: 3, epoch: 8/30, loss: 2.1913, acc: 0.8125
(TESTING) task: 3, epoch: 8/30, loss: 2.1925, acc: 0.7969
(TESTING) task: 3, epoch: 8/30, loss: 2.1919, acc: 0.8125
(TESTING) task: 3, epoch: 8/30, loss: 2.1913, acc: 0.8214
(TESTING) task: 3, epoch: 8/30, loss: 2.1904, acc: 0.8208
(TESTING) task: 3, epoch: 8/30, loss: 2.1898, acc: 0.8164
(TESTING) task: 3, epoch: 8/30, loss: 2.1903, acc: 0.8235
(TESTING) task: 3, epoch: 8/30, loss: 2.1896, acc: 0.8229
(TESTING) task: 3, epoch: 8/30, loss: 2.1896, acc: 0.8224
(TESTING) task: 3, epoch: 8/30, loss: 2.1900, acc: 0.8250
(TESTING) task: 3, epoch: 8/30, loss: 2.1891, acc: 0.8304
(TESTING) task: 3, epoch: 8/30, loss: 2.1899, acc: 0.8267
(TESTING) task: 3, epoch: 8/30, loss: 2.1908, acc: 0.8261
(TESTING) task: 3, epoch: 8/30, loss: 2.1898, acc: 0.8333
(TESTING) task: 3, epoch: 8/30, loss: 2.1896, acc: 0.8375
(TESTING) task: 3, epoch: 8/30, loss: 2.1888, acc: 0.8438
(TESTING) task: 3, epoch: 8/30, loss: 2.1873, acc: 0.8472
(TESTING) task: 3, epoch: 8/30, loss: 2.1863, acc: 0.8504
(TESTING) task: 3, epoch: 8/30, loss: 2.1865, acc: 0.8470
(TESTING) task: 3, epoch: 8/30, loss: 2.1874, acc: 0.8438
(TESTING) task: 3, epoch: 8/30, loss: 2.1877, acc: 0.8448
(TESTING) task: 3, epoch: 8/30, loss: 2.1886, acc: 0.8398
(TESTING) task: 3, epoch: 8/30, loss: 2.1889, acc: 0.8390
(TESTING) task: 3, epoch: 8/30, loss: 2.1885, acc: 0.8382
(TESTING) task: 3, epoch: 8/30, loss: 2.1887, acc: 0.8393
(TESTING) task: 3, epoch: 8/30, loss: 2.1890, acc: 0.8420
(TESTING) task: 3, epoch: 8/30, loss: 2.1884, acc: 0.8429
(TESTING) task: 3, epoch: 8/30, loss: 2.1882, acc: 0.8470
(TESTING) task: 3, epoch: 8/30, loss: 2.1881, acc: 0.8494
(TESTING) task: 3, epoch: 8/30, loss: 2.1878, acc: 0.8453
(TESTING) task: 3, epoch: 8/30, loss: 2.1884, acc: 0.8460
(TESTING) task: 3, epoch: 8/30, loss: 2.1881, acc: 0.8482
(TESTING) task: 3, epoch: 8/30, loss: 2.1873, acc: 0.8503
(TESTING) task: 3, epoch: 8/30, loss: 2.1873, acc: 0.8523
(TESTING) task: 3, epoch: 8/30, loss: 2.1866, acc: 0.8542
(TESTING) task: 3, epoch: 8/30, loss: 2.1859, acc: 0.8560
(TESTING) task: 3, epoch: 8/30, loss: 2.1863, acc: 0.8551
(TESTING) task: 3, epoch: 8/30, loss: 2.1854, acc: 0.8568
(TESTING) task: 3, epoch: 8/30, loss: 2.1859, acc: 0.8546
(TESTING) task: 3, epoch: 8/30, loss: 2.1855, acc: 0.8550
(TESTING) task: 3, epoch: 8/30, loss: 2.1860, acc: 0.8505
(TESTING) task: 3, epoch: 8/30, loss: 2.1864, acc: 0.8486
(TESTING) task: 3, epoch: 8/30, loss: 2.1869, acc: 0.8502
(TESTING) task: 3, epoch: 8/30, loss: 2.1871, acc: 0.8484
(TESTING) task: 3, epoch: 8/30, loss: 2.1874, acc: 0.8489
(TESTING) task: 3, epoch: 8/30, loss: 2.1879, acc: 0.8504
(TESTING) task: 3, epoch: 8/30, loss: 2.1879, acc: 0.8509
(TESTING) task: 3, epoch: 8/30, loss: 2.1884, acc: 0.8524
(TESTING) task: 3, epoch: 8/30, loss: 2.1889, acc: 0.8475
(TESTING) task: 3, epoch: 8/30, loss: 2.1885, acc: 0.8490
(TESTING) task: 3, epoch: 8/30, loss: 2.1892, acc: 0.8484
(TESTING) task: 3, epoch: 8/30, loss: 2.1888, acc: 0.8488
(TESTING) task: 3, epoch: 8/30, loss: 2.1881, acc: 0.8492
(TRAINING) task: 3, epoch: 9/30, loss: 2.1795, acc: 0.8750
(TRAINING) task: 3, epoch: 9/30, loss: 2.1826, acc: 0.8574
(TRAINING) task: 3, epoch: 9/30, loss: 2.1814, acc: 0.8620
(TRAINING) task: 3, epoch: 9/30, loss: 2.1825, acc: 0.8594
(TRAINING) task: 3, epoch: 9/30, loss: 2.1822, acc: 0.8586
(TRAINING) task: 3, epoch: 9/30, loss: 2.1830, acc: 0.8555
(TRAINING) task: 3, epoch: 9/30, loss: 2.1827, acc: 0.8599
(TRAINING) task: 3, epoch: 9/30, loss: 2.1823, acc: 0.8589
(TRAINING) task: 3, epoch: 9/30, loss: 2.1812, acc: 0.8559
(TRAINING) task: 3, epoch: 9/30, loss: 2.1798, acc: 0.8590
(TRAINING) task: 3, epoch: 9/30, loss: 2.1791, acc: 0.8594
(TRAINING) task: 3, epoch: 9/30, loss: 2.1776, acc: 0.8604
(TRAINING) task: 3, epoch: 9/30, loss: 2.1768, acc: 0.8618
(TRAINING) task: 3, epoch: 9/30, loss: 2.1766, acc: 0.8622
(TRAINING) task: 3, epoch: 9/30, loss: 2.1756, acc: 0.8630
(TRAINING) task: 3, epoch: 9/30, loss: 2.1741, acc: 0.8643
(TRAINING) task: 3, epoch: 9/30, loss: 2.1733, acc: 0.8651
(TRAINING) task: 3, epoch: 9/30, loss: 2.1730, acc: 0.8644
(TRAINING) task: 3, epoch: 9/30, loss: 2.1726, acc: 0.8635
(TRAINING) task: 3, epoch: 9/30, loss: 2.1725, acc: 0.8633
(TESTING) task: 3, epoch: 9/30, loss: 2.1665, acc: 1.0000
(TESTING) task: 3, epoch: 9/30, loss: 2.1580, acc: 0.9062
(TESTING) task: 3, epoch: 9/30, loss: 2.1604, acc: 0.8958
(TESTING) task: 3, epoch: 9/30, loss: 2.1702, acc: 0.8438
(TESTING) task: 3, epoch: 9/30, loss: 2.1631, acc: 0.8500
(TESTING) task: 3, epoch: 9/30, loss: 2.1573, acc: 0.8646
(TESTING) task: 3, epoch: 9/30, loss: 2.1593, acc: 0.8750
(TESTING) task: 3, epoch: 9/30, loss: 2.1573, acc: 0.8672
(TESTING) task: 3, epoch: 9/30, loss: 2.1575, acc: 0.8819
(TESTING) task: 3, epoch: 9/30, loss: 2.1587, acc: 0.8812
(TESTING) task: 3, epoch: 9/30, loss: 2.1612, acc: 0.8920
(TESTING) task: 3, epoch: 9/30, loss: 2.1602, acc: 0.9010
(TESTING) task: 3, epoch: 9/30, loss: 2.1596, acc: 0.8990
(TESTING) task: 3, epoch: 9/30, loss: 2.1614, acc: 0.8929
(TESTING) task: 3, epoch: 9/30, loss: 2.1595, acc: 0.8917
(TESTING) task: 3, epoch: 9/30, loss: 2.1613, acc: 0.8906
(TESTING) task: 3, epoch: 9/30, loss: 2.1622, acc: 0.8897
(TESTING) task: 3, epoch: 9/30, loss: 2.1631, acc: 0.8889
(TESTING) task: 3, epoch: 9/30, loss: 2.1623, acc: 0.8914
(TESTING) task: 3, epoch: 9/30, loss: 2.1612, acc: 0.8969
(TESTING) task: 3, epoch: 9/30, loss: 2.1614, acc: 0.8929
(TESTING) task: 3, epoch: 9/30, loss: 2.1611, acc: 0.8920
(TESTING) task: 3, epoch: 9/30, loss: 2.1600, acc: 0.8859
(TESTING) task: 3, epoch: 9/30, loss: 2.1587, acc: 0.8880
(TESTING) task: 3, epoch: 9/30, loss: 2.1599, acc: 0.8875
(TESTING) task: 3, epoch: 9/30, loss: 2.1607, acc: 0.8870
(TESTING) task: 3, epoch: 9/30, loss: 2.1607, acc: 0.8843
(TESTING) task: 3, epoch: 9/30, loss: 2.1600, acc: 0.8862
(TESTING) task: 3, epoch: 9/30, loss: 2.1599, acc: 0.8901
(TESTING) task: 3, epoch: 9/30, loss: 2.1607, acc: 0.8917
(TESTING) task: 3, epoch: 9/30, loss: 2.1616, acc: 0.8871
(TESTING) task: 3, epoch: 9/30, loss: 2.1626, acc: 0.8848
(TESTING) task: 3, epoch: 9/30, loss: 2.1611, acc: 0.8883
(TESTING) task: 3, epoch: 9/30, loss: 2.1612, acc: 0.8915
(TESTING) task: 3, epoch: 9/30, loss: 2.1607, acc: 0.8929
(TESTING) task: 3, epoch: 9/30, loss: 2.1601, acc: 0.8906
(TESTING) task: 3, epoch: 9/30, loss: 2.1593, acc: 0.8902
(TESTING) task: 3, epoch: 9/30, loss: 2.1599, acc: 0.8865
(TESTING) task: 3, epoch: 9/30, loss: 2.1599, acc: 0.8862
(TESTING) task: 3, epoch: 9/30, loss: 2.1603, acc: 0.8859
(TESTING) task: 3, epoch: 9/30, loss: 2.1606, acc: 0.8841
(TESTING) task: 3, epoch: 9/30, loss: 2.1607, acc: 0.8795
(TESTING) task: 3, epoch: 9/30, loss: 2.1618, acc: 0.8765
(TESTING) task: 3, epoch: 9/30, loss: 2.1625, acc: 0.8736
(TESTING) task: 3, epoch: 9/30, loss: 2.1631, acc: 0.8722
(TESTING) task: 3, epoch: 9/30, loss: 2.1630, acc: 0.8723
(TESTING) task: 3, epoch: 9/30, loss: 2.1627, acc: 0.8710
(TESTING) task: 3, epoch: 9/30, loss: 2.1620, acc: 0.8737
(TESTING) task: 3, epoch: 9/30, loss: 2.1620, acc: 0.8724
(TESTING) task: 3, epoch: 9/30, loss: 2.1620, acc: 0.8725
(TESTING) task: 3, epoch: 9/30, loss: 2.1621, acc: 0.8750
(TESTING) task: 3, epoch: 9/30, loss: 2.1626, acc: 0.8738
(TESTING) task: 3, epoch: 9/30, loss: 2.1619, acc: 0.8738
(TESTING) task: 3, epoch: 9/30, loss: 2.1620, acc: 0.8750
(TESTING) task: 3, epoch: 9/30, loss: 2.1615, acc: 0.8750
(TESTING) task: 3, epoch: 9/30, loss: 2.1626, acc: 0.8717
(TESTING) task: 3, epoch: 9/30, loss: 2.1627, acc: 0.8728
(TESTING) task: 3, epoch: 9/30, loss: 2.1635, acc: 0.8696
(TESTING) task: 3, epoch: 9/30, loss: 2.1636, acc: 0.8676
(TESTING) task: 3, epoch: 9/30, loss: 2.1639, acc: 0.8677
(TESTING) task: 3, epoch: 9/30, loss: 2.1638, acc: 0.8658
(TESTING) task: 3, epoch: 9/30, loss: 2.1633, acc: 0.8669
(TESTING) task: 3, epoch: 9/30, loss: 2.1639, acc: 0.8651
(TRAINING) task: 3, epoch: 10/30, loss: 2.1546, acc: 0.9102
(TRAINING) task: 3, epoch: 10/30, loss: 2.1577, acc: 0.9023
(TRAINING) task: 3, epoch: 10/30, loss: 2.1578, acc: 0.8958
(TRAINING) task: 3, epoch: 10/30, loss: 2.1577, acc: 0.8936
(TRAINING) task: 3, epoch: 10/30, loss: 2.1555, acc: 0.8984
(TRAINING) task: 3, epoch: 10/30, loss: 2.1570, acc: 0.8893
(TRAINING) task: 3, epoch: 10/30, loss: 2.1556, acc: 0.8923
(TRAINING) task: 3, epoch: 10/30, loss: 2.1543, acc: 0.8921
(TRAINING) task: 3, epoch: 10/30, loss: 2.1538, acc: 0.8902
(TRAINING) task: 3, epoch: 10/30, loss: 2.1537, acc: 0.8887
(TRAINING) task: 3, epoch: 10/30, loss: 2.1523, acc: 0.8920
(TRAINING) task: 3, epoch: 10/30, loss: 2.1509, acc: 0.8910
(TRAINING) task: 3, epoch: 10/30, loss: 2.1504, acc: 0.8888
(TRAINING) task: 3, epoch: 10/30, loss: 2.1489, acc: 0.8892
(TRAINING) task: 3, epoch: 10/30, loss: 2.1487, acc: 0.8891
(TRAINING) task: 3, epoch: 10/30, loss: 2.1483, acc: 0.8909
(TRAINING) task: 3, epoch: 10/30, loss: 2.1478, acc: 0.8922
(TRAINING) task: 3, epoch: 10/30, loss: 2.1475, acc: 0.8913
(TRAINING) task: 3, epoch: 10/30, loss: 2.1467, acc: 0.8912
(TRAINING) task: 3, epoch: 10/30, loss: 2.1451, acc: 0.8926
(TESTING) task: 3, epoch: 10/30, loss: 2.1312, acc: 1.0000
(TESTING) task: 3, epoch: 10/30, loss: 2.1281, acc: 0.9375
(TESTING) task: 3, epoch: 10/30, loss: 2.1403, acc: 0.9375
(TESTING) task: 3, epoch: 10/30, loss: 2.1342, acc: 0.9531
(TESTING) task: 3, epoch: 10/30, loss: 2.1318, acc: 0.9250
(TESTING) task: 3, epoch: 10/30, loss: 2.1386, acc: 0.9167
(TESTING) task: 3, epoch: 10/30, loss: 2.1373, acc: 0.9018
(TESTING) task: 3, epoch: 10/30, loss: 2.1355, acc: 0.9062
(TESTING) task: 3, epoch: 10/30, loss: 2.1363, acc: 0.8958
(TESTING) task: 3, epoch: 10/30, loss: 2.1342, acc: 0.9062
(TESTING) task: 3, epoch: 10/30, loss: 2.1389, acc: 0.9091
(TESTING) task: 3, epoch: 10/30, loss: 2.1389, acc: 0.9062
(TESTING) task: 3, epoch: 10/30, loss: 2.1384, acc: 0.8990
(TESTING) task: 3, epoch: 10/30, loss: 2.1392, acc: 0.9018
(TESTING) task: 3, epoch: 10/30, loss: 2.1386, acc: 0.9000
(TESTING) task: 3, epoch: 10/30, loss: 2.1401, acc: 0.8867
(TESTING) task: 3, epoch: 10/30, loss: 2.1401, acc: 0.8897
(TESTING) task: 3, epoch: 10/30, loss: 2.1413, acc: 0.8924
(TESTING) task: 3, epoch: 10/30, loss: 2.1439, acc: 0.8882
(TESTING) task: 3, epoch: 10/30, loss: 2.1425, acc: 0.8844
(TESTING) task: 3, epoch: 10/30, loss: 2.1421, acc: 0.8839
(TESTING) task: 3, epoch: 10/30, loss: 2.1440, acc: 0.8778
(TESTING) task: 3, epoch: 10/30, loss: 2.1439, acc: 0.8777
(TESTING) task: 3, epoch: 10/30, loss: 2.1442, acc: 0.8776
(TESTING) task: 3, epoch: 10/30, loss: 2.1418, acc: 0.8825
(TESTING) task: 3, epoch: 10/30, loss: 2.1424, acc: 0.8798
(TESTING) task: 3, epoch: 10/30, loss: 2.1416, acc: 0.8819
(TESTING) task: 3, epoch: 10/30, loss: 2.1418, acc: 0.8817
(TESTING) task: 3, epoch: 10/30, loss: 2.1428, acc: 0.8815
(TESTING) task: 3, epoch: 10/30, loss: 2.1429, acc: 0.8854
(TESTING) task: 3, epoch: 10/30, loss: 2.1417, acc: 0.8851
(TESTING) task: 3, epoch: 10/30, loss: 2.1425, acc: 0.8887
(TESTING) task: 3, epoch: 10/30, loss: 2.1431, acc: 0.8864
(TESTING) task: 3, epoch: 10/30, loss: 2.1431, acc: 0.8842
(TESTING) task: 3, epoch: 10/30, loss: 2.1427, acc: 0.8857
(TESTING) task: 3, epoch: 10/30, loss: 2.1428, acc: 0.8872
(TESTING) task: 3, epoch: 10/30, loss: 2.1420, acc: 0.8885
(TESTING) task: 3, epoch: 10/30, loss: 2.1413, acc: 0.8914
(TESTING) task: 3, epoch: 10/30, loss: 2.1417, acc: 0.8910
(TESTING) task: 3, epoch: 10/30, loss: 2.1417, acc: 0.8922
(TESTING) task: 3, epoch: 10/30, loss: 2.1414, acc: 0.8902
(TESTING) task: 3, epoch: 10/30, loss: 2.1414, acc: 0.8929
(TESTING) task: 3, epoch: 10/30, loss: 2.1416, acc: 0.8924
(TESTING) task: 3, epoch: 10/30, loss: 2.1410, acc: 0.8920
(TESTING) task: 3, epoch: 10/30, loss: 2.1413, acc: 0.8889
(TESTING) task: 3, epoch: 10/30, loss: 2.1415, acc: 0.8899
(TESTING) task: 3, epoch: 10/30, loss: 2.1404, acc: 0.8910
(TESTING) task: 3, epoch: 10/30, loss: 2.1404, acc: 0.8919
(TESTING) task: 3, epoch: 10/30, loss: 2.1409, acc: 0.8890
(TESTING) task: 3, epoch: 10/30, loss: 2.1400, acc: 0.8912
(TESTING) task: 3, epoch: 10/30, loss: 2.1396, acc: 0.8897
(TESTING) task: 3, epoch: 10/30, loss: 2.1391, acc: 0.8894
(TESTING) task: 3, epoch: 10/30, loss: 2.1385, acc: 0.8892
(TESTING) task: 3, epoch: 10/30, loss: 2.1381, acc: 0.8889
(TESTING) task: 3, epoch: 10/30, loss: 2.1381, acc: 0.8864
(TESTING) task: 3, epoch: 10/30, loss: 2.1379, acc: 0.8862
(TESTING) task: 3, epoch: 10/30, loss: 2.1382, acc: 0.8849
(TESTING) task: 3, epoch: 10/30, loss: 2.1379, acc: 0.8847
(TESTING) task: 3, epoch: 10/30, loss: 2.1378, acc: 0.8856
(TESTING) task: 3, epoch: 10/30, loss: 2.1374, acc: 0.8865
(TESTING) task: 3, epoch: 10/30, loss: 2.1369, acc: 0.8873
(TESTING) task: 3, epoch: 10/30, loss: 2.1367, acc: 0.8871
(TESTING) task: 3, epoch: 10/30, loss: 2.1379, acc: 0.8849
(TRAINING) task: 3, epoch: 11/30, loss: 2.1200, acc: 0.9023
(TRAINING) task: 3, epoch: 11/30, loss: 2.1241, acc: 0.8926
(TRAINING) task: 3, epoch: 11/30, loss: 2.1302, acc: 0.8971
(TRAINING) task: 3, epoch: 11/30, loss: 2.1267, acc: 0.9004
(TRAINING) task: 3, epoch: 11/30, loss: 2.1275, acc: 0.9031
(TRAINING) task: 3, epoch: 11/30, loss: 2.1283, acc: 0.8984
(TRAINING) task: 3, epoch: 11/30, loss: 2.1280, acc: 0.9001
(TRAINING) task: 3, epoch: 11/30, loss: 2.1278, acc: 0.9019
(TRAINING) task: 3, epoch: 11/30, loss: 2.1274, acc: 0.9036
(TRAINING) task: 3, epoch: 11/30, loss: 2.1270, acc: 0.9031
(TRAINING) task: 3, epoch: 11/30, loss: 2.1268, acc: 0.9031
(TRAINING) task: 3, epoch: 11/30, loss: 2.1256, acc: 0.9046
(TRAINING) task: 3, epoch: 11/30, loss: 2.1247, acc: 0.9059
(TRAINING) task: 3, epoch: 11/30, loss: 2.1241, acc: 0.9049
(TRAINING) task: 3, epoch: 11/30, loss: 2.1223, acc: 0.9060
(TRAINING) task: 3, epoch: 11/30, loss: 2.1210, acc: 0.9065
(TRAINING) task: 3, epoch: 11/30, loss: 2.1210, acc: 0.9065
(TRAINING) task: 3, epoch: 11/30, loss: 2.1200, acc: 0.9086
(TRAINING) task: 3, epoch: 11/30, loss: 2.1196, acc: 0.9089
(TRAINING) task: 3, epoch: 11/30, loss: 2.1195, acc: 0.9083
(TESTING) task: 3, epoch: 11/30, loss: 2.1347, acc: 0.7500
(TESTING) task: 3, epoch: 11/30, loss: 2.1252, acc: 0.8125
(TESTING) task: 3, epoch: 11/30, loss: 2.1244, acc: 0.8750
(TESTING) task: 3, epoch: 11/30, loss: 2.1167, acc: 0.8750
(TESTING) task: 3, epoch: 11/30, loss: 2.1212, acc: 0.8750
(TESTING) task: 3, epoch: 11/30, loss: 2.1219, acc: 0.8646
(TESTING) task: 3, epoch: 11/30, loss: 2.1190, acc: 0.8839
(TESTING) task: 3, epoch: 11/30, loss: 2.1256, acc: 0.8906
(TESTING) task: 3, epoch: 11/30, loss: 2.1245, acc: 0.8819
(TESTING) task: 3, epoch: 11/30, loss: 2.1226, acc: 0.8875
(TESTING) task: 3, epoch: 11/30, loss: 2.1201, acc: 0.8920
(TESTING) task: 3, epoch: 11/30, loss: 2.1141, acc: 0.9010
(TESTING) task: 3, epoch: 11/30, loss: 2.1177, acc: 0.8894
(TESTING) task: 3, epoch: 11/30, loss: 2.1192, acc: 0.8884
(TESTING) task: 3, epoch: 11/30, loss: 2.1161, acc: 0.8875
(TESTING) task: 3, epoch: 11/30, loss: 2.1163, acc: 0.8945
(TESTING) task: 3, epoch: 11/30, loss: 2.1166, acc: 0.8934
(TESTING) task: 3, epoch: 11/30, loss: 2.1159, acc: 0.8993
(TESTING) task: 3, epoch: 11/30, loss: 2.1148, acc: 0.9013
(TESTING) task: 3, epoch: 11/30, loss: 2.1163, acc: 0.9000
(TESTING) task: 3, epoch: 11/30, loss: 2.1167, acc: 0.8929
(TESTING) task: 3, epoch: 11/30, loss: 2.1157, acc: 0.8949
(TESTING) task: 3, epoch: 11/30, loss: 2.1154, acc: 0.8940
(TESTING) task: 3, epoch: 11/30, loss: 2.1145, acc: 0.8958
(TESTING) task: 3, epoch: 11/30, loss: 2.1142, acc: 0.8975
(TESTING) task: 3, epoch: 11/30, loss: 2.1135, acc: 0.9014
(TESTING) task: 3, epoch: 11/30, loss: 2.1135, acc: 0.9005
(TESTING) task: 3, epoch: 11/30, loss: 2.1134, acc: 0.8996
(TESTING) task: 3, epoch: 11/30, loss: 2.1144, acc: 0.8987
(TESTING) task: 3, epoch: 11/30, loss: 2.1156, acc: 0.8979
(TESTING) task: 3, epoch: 11/30, loss: 2.1155, acc: 0.8992
(TESTING) task: 3, epoch: 11/30, loss: 2.1142, acc: 0.9023
(TESTING) task: 3, epoch: 11/30, loss: 2.1151, acc: 0.9015
(TESTING) task: 3, epoch: 11/30, loss: 2.1157, acc: 0.9026
(TESTING) task: 3, epoch: 11/30, loss: 2.1148, acc: 0.9036
(TESTING) task: 3, epoch: 11/30, loss: 2.1150, acc: 0.9028
(TESTING) task: 3, epoch: 11/30, loss: 2.1157, acc: 0.9003
(TESTING) task: 3, epoch: 11/30, loss: 2.1157, acc: 0.8997
(TESTING) task: 3, epoch: 11/30, loss: 2.1151, acc: 0.9006
(TESTING) task: 3, epoch: 11/30, loss: 2.1153, acc: 0.9016
(TESTING) task: 3, epoch: 11/30, loss: 2.1140, acc: 0.9040
(TESTING) task: 3, epoch: 11/30, loss: 2.1132, acc: 0.9048
(TESTING) task: 3, epoch: 11/30, loss: 2.1140, acc: 0.9041
(TESTING) task: 3, epoch: 11/30, loss: 2.1133, acc: 0.9048
(TESTING) task: 3, epoch: 11/30, loss: 2.1130, acc: 0.9069
(TESTING) task: 3, epoch: 11/30, loss: 2.1138, acc: 0.9062
(TESTING) task: 3, epoch: 11/30, loss: 2.1128, acc: 0.9069
(TESTING) task: 3, epoch: 11/30, loss: 2.1135, acc: 0.9062
(TESTING) task: 3, epoch: 11/30, loss: 2.1139, acc: 0.9056
(TESTING) task: 3, epoch: 11/30, loss: 2.1134, acc: 0.9038
(TESTING) task: 3, epoch: 11/30, loss: 2.1141, acc: 0.9032
(TESTING) task: 3, epoch: 11/30, loss: 2.1144, acc: 0.8990
(TESTING) task: 3, epoch: 11/30, loss: 2.1142, acc: 0.8998
(TESTING) task: 3, epoch: 11/30, loss: 2.1139, acc: 0.8993
(TESTING) task: 3, epoch: 11/30, loss: 2.1137, acc: 0.8989
(TESTING) task: 3, epoch: 11/30, loss: 2.1133, acc: 0.9007
(TESTING) task: 3, epoch: 11/30, loss: 2.1138, acc: 0.9013
(TESTING) task: 3, epoch: 11/30, loss: 2.1136, acc: 0.9009
(TESTING) task: 3, epoch: 11/30, loss: 2.1124, acc: 0.9025
(TESTING) task: 3, epoch: 11/30, loss: 2.1125, acc: 0.9010
(TESTING) task: 3, epoch: 11/30, loss: 2.1126, acc: 0.9006
(TESTING) task: 3, epoch: 11/30, loss: 2.1127, acc: 0.9002
(TESTING) task: 3, epoch: 11/30, loss: 2.1134, acc: 0.8998
(TRAINING) task: 3, epoch: 12/30, loss: 2.1069, acc: 0.9180
(TRAINING) task: 3, epoch: 12/30, loss: 2.1069, acc: 0.9062
(TRAINING) task: 3, epoch: 12/30, loss: 2.1020, acc: 0.9115
(TRAINING) task: 3, epoch: 12/30, loss: 2.1030, acc: 0.9141
(TRAINING) task: 3, epoch: 12/30, loss: 2.0993, acc: 0.9156
(TRAINING) task: 3, epoch: 12/30, loss: 2.0976, acc: 0.9180
(TRAINING) task: 3, epoch: 12/30, loss: 2.0998, acc: 0.9174
(TRAINING) task: 3, epoch: 12/30, loss: 2.0993, acc: 0.9175
(TRAINING) task: 3, epoch: 12/30, loss: 2.0989, acc: 0.9154
(TRAINING) task: 3, epoch: 12/30, loss: 2.0996, acc: 0.9152
(TRAINING) task: 3, epoch: 12/30, loss: 2.0981, acc: 0.9155
(TRAINING) task: 3, epoch: 12/30, loss: 2.0967, acc: 0.9183
(TRAINING) task: 3, epoch: 12/30, loss: 2.0976, acc: 0.9177
(TRAINING) task: 3, epoch: 12/30, loss: 2.0971, acc: 0.9188
(TRAINING) task: 3, epoch: 12/30, loss: 2.0957, acc: 0.9208
(TRAINING) task: 3, epoch: 12/30, loss: 2.0950, acc: 0.9221
(TRAINING) task: 3, epoch: 12/30, loss: 2.0943, acc: 0.9226
(TRAINING) task: 3, epoch: 12/30, loss: 2.0944, acc: 0.9240
(TRAINING) task: 3, epoch: 12/30, loss: 2.0938, acc: 0.9252
(TRAINING) task: 3, epoch: 12/30, loss: 2.0936, acc: 0.9252
(TESTING) task: 3, epoch: 12/30, loss: 2.0144, acc: 1.0000
(TESTING) task: 3, epoch: 12/30, loss: 2.0403, acc: 1.0000
(TESTING) task: 3, epoch: 12/30, loss: 2.0505, acc: 0.9792
(TESTING) task: 3, epoch: 12/30, loss: 2.0574, acc: 0.9688
(TESTING) task: 3, epoch: 12/30, loss: 2.0574, acc: 0.9625
(TESTING) task: 3, epoch: 12/30, loss: 2.0586, acc: 0.9583
(TESTING) task: 3, epoch: 12/30, loss: 2.0593, acc: 0.9554
(TESTING) task: 3, epoch: 12/30, loss: 2.0691, acc: 0.9297
(TESTING) task: 3, epoch: 12/30, loss: 2.0663, acc: 0.9236
(TESTING) task: 3, epoch: 12/30, loss: 2.0676, acc: 0.9125
(TESTING) task: 3, epoch: 12/30, loss: 2.0683, acc: 0.9091
(TESTING) task: 3, epoch: 12/30, loss: 2.0756, acc: 0.9115
(TESTING) task: 3, epoch: 12/30, loss: 2.0701, acc: 0.9135
(TESTING) task: 3, epoch: 12/30, loss: 2.0702, acc: 0.9196
(TESTING) task: 3, epoch: 12/30, loss: 2.0740, acc: 0.9167
(TESTING) task: 3, epoch: 12/30, loss: 2.0773, acc: 0.9102
(TESTING) task: 3, epoch: 12/30, loss: 2.0753, acc: 0.9081
(TESTING) task: 3, epoch: 12/30, loss: 2.0777, acc: 0.9097
(TESTING) task: 3, epoch: 12/30, loss: 2.0764, acc: 0.9112
(TESTING) task: 3, epoch: 12/30, loss: 2.0799, acc: 0.9062
(TESTING) task: 3, epoch: 12/30, loss: 2.0785, acc: 0.9018
(TESTING) task: 3, epoch: 12/30, loss: 2.0808, acc: 0.9062
(TESTING) task: 3, epoch: 12/30, loss: 2.0826, acc: 0.9022
(TESTING) task: 3, epoch: 12/30, loss: 2.0839, acc: 0.8984
(TESTING) task: 3, epoch: 12/30, loss: 2.0839, acc: 0.9025
(TESTING) task: 3, epoch: 12/30, loss: 2.0847, acc: 0.9038
(TESTING) task: 3, epoch: 12/30, loss: 2.0869, acc: 0.8981
(TESTING) task: 3, epoch: 12/30, loss: 2.0870, acc: 0.8973
(TESTING) task: 3, epoch: 12/30, loss: 2.0847, acc: 0.8944
(TESTING) task: 3, epoch: 12/30, loss: 2.0854, acc: 0.8917
(TESTING) task: 3, epoch: 12/30, loss: 2.0852, acc: 0.8911
(TESTING) task: 3, epoch: 12/30, loss: 2.0833, acc: 0.8945
(TESTING) task: 3, epoch: 12/30, loss: 2.0843, acc: 0.8883
(TESTING) task: 3, epoch: 12/30, loss: 2.0826, acc: 0.8915
(TESTING) task: 3, epoch: 12/30, loss: 2.0826, acc: 0.8929
(TESTING) task: 3, epoch: 12/30, loss: 2.0823, acc: 0.8941
(TESTING) task: 3, epoch: 12/30, loss: 2.0822, acc: 0.8953
(TESTING) task: 3, epoch: 12/30, loss: 2.0815, acc: 0.8947
(TESTING) task: 3, epoch: 12/30, loss: 2.0817, acc: 0.8958
(TESTING) task: 3, epoch: 12/30, loss: 2.0832, acc: 0.8953
(TESTING) task: 3, epoch: 12/30, loss: 2.0840, acc: 0.8979
(TESTING) task: 3, epoch: 12/30, loss: 2.0839, acc: 0.9003
(TESTING) task: 3, epoch: 12/30, loss: 2.0847, acc: 0.9012
(TESTING) task: 3, epoch: 12/30, loss: 2.0835, acc: 0.9020
(TESTING) task: 3, epoch: 12/30, loss: 2.0830, acc: 0.9042
(TESTING) task: 3, epoch: 12/30, loss: 2.0823, acc: 0.9049
(TESTING) task: 3, epoch: 12/30, loss: 2.0831, acc: 0.9056
(TESTING) task: 3, epoch: 12/30, loss: 2.0830, acc: 0.9062
(TESTING) task: 3, epoch: 12/30, loss: 2.0831, acc: 0.9056
(TESTING) task: 3, epoch: 12/30, loss: 2.0832, acc: 0.9050
(TESTING) task: 3, epoch: 12/30, loss: 2.0826, acc: 0.9069
(TESTING) task: 3, epoch: 12/30, loss: 2.0826, acc: 0.9087
(TESTING) task: 3, epoch: 12/30, loss: 2.0821, acc: 0.9092
(TESTING) task: 3, epoch: 12/30, loss: 2.0821, acc: 0.9109
(TESTING) task: 3, epoch: 12/30, loss: 2.0828, acc: 0.9114
(TESTING) task: 3, epoch: 12/30, loss: 2.0832, acc: 0.9107
(TESTING) task: 3, epoch: 12/30, loss: 2.0840, acc: 0.9101
(TESTING) task: 3, epoch: 12/30, loss: 2.0842, acc: 0.9106
(TESTING) task: 3, epoch: 12/30, loss: 2.0846, acc: 0.9100
(TESTING) task: 3, epoch: 12/30, loss: 2.0855, acc: 0.9094
(TESTING) task: 3, epoch: 12/30, loss: 2.0857, acc: 0.9109
(TESTING) task: 3, epoch: 12/30, loss: 2.0861, acc: 0.9113
(TESTING) task: 3, epoch: 12/30, loss: 2.0864, acc: 0.9127
(TRAINING) task: 3, epoch: 13/30, loss: 2.0961, acc: 0.9297
(TRAINING) task: 3, epoch: 13/30, loss: 2.0886, acc: 0.9277
(TRAINING) task: 3, epoch: 13/30, loss: 2.0805, acc: 0.9336
(TRAINING) task: 3, epoch: 13/30, loss: 2.0784, acc: 0.9336
(TRAINING) task: 3, epoch: 13/30, loss: 2.0779, acc: 0.9328
(TRAINING) task: 3, epoch: 13/30, loss: 2.0757, acc: 0.9355
(TRAINING) task: 3, epoch: 13/30, loss: 2.0766, acc: 0.9342
(TRAINING) task: 3, epoch: 13/30, loss: 2.0729, acc: 0.9355
(TRAINING) task: 3, epoch: 13/30, loss: 2.0713, acc: 0.9371
(TRAINING) task: 3, epoch: 13/30, loss: 2.0712, acc: 0.9371
(TRAINING) task: 3, epoch: 13/30, loss: 2.0706, acc: 0.9350
(TRAINING) task: 3, epoch: 13/30, loss: 2.0704, acc: 0.9342
(TRAINING) task: 3, epoch: 13/30, loss: 2.0699, acc: 0.9321
(TRAINING) task: 3, epoch: 13/30, loss: 2.0686, acc: 0.9339
(TRAINING) task: 3, epoch: 13/30, loss: 2.0676, acc: 0.9341
(TRAINING) task: 3, epoch: 13/30, loss: 2.0679, acc: 0.9326
(TRAINING) task: 3, epoch: 13/30, loss: 2.0673, acc: 0.9327
(TRAINING) task: 3, epoch: 13/30, loss: 2.0674, acc: 0.9303
(TRAINING) task: 3, epoch: 13/30, loss: 2.0663, acc: 0.9315
(TRAINING) task: 3, epoch: 13/30, loss: 2.0647, acc: 0.9313
(TESTING) task: 3, epoch: 13/30, loss: 2.0474, acc: 0.8750
(TESTING) task: 3, epoch: 13/30, loss: 2.0699, acc: 0.8750
(TESTING) task: 3, epoch: 13/30, loss: 2.0940, acc: 0.8542
(TESTING) task: 3, epoch: 13/30, loss: 2.0816, acc: 0.8750
(TESTING) task: 3, epoch: 13/30, loss: 2.0835, acc: 0.9000
(TESTING) task: 3, epoch: 13/30, loss: 2.0743, acc: 0.9062
(TESTING) task: 3, epoch: 13/30, loss: 2.0706, acc: 0.9107
(TESTING) task: 3, epoch: 13/30, loss: 2.0607, acc: 0.9219
(TESTING) task: 3, epoch: 13/30, loss: 2.0626, acc: 0.9306
(TESTING) task: 3, epoch: 13/30, loss: 2.0599, acc: 0.9313
(TESTING) task: 3, epoch: 13/30, loss: 2.0607, acc: 0.9261
(TESTING) task: 3, epoch: 13/30, loss: 2.0585, acc: 0.9271
(TESTING) task: 3, epoch: 13/30, loss: 2.0598, acc: 0.9279
(TESTING) task: 3, epoch: 13/30, loss: 2.0611, acc: 0.9241
(TESTING) task: 3, epoch: 13/30, loss: 2.0622, acc: 0.9167
(TESTING) task: 3, epoch: 13/30, loss: 2.0631, acc: 0.9180
(TESTING) task: 3, epoch: 13/30, loss: 2.0635, acc: 0.9154
(TESTING) task: 3, epoch: 13/30, loss: 2.0626, acc: 0.9167
(TESTING) task: 3, epoch: 13/30, loss: 2.0592, acc: 0.9178
(TESTING) task: 3, epoch: 13/30, loss: 2.0591, acc: 0.9187
(TESTING) task: 3, epoch: 13/30, loss: 2.0591, acc: 0.9196
(TESTING) task: 3, epoch: 13/30, loss: 2.0594, acc: 0.9205
(TESTING) task: 3, epoch: 13/30, loss: 2.0571, acc: 0.9212
(TESTING) task: 3, epoch: 13/30, loss: 2.0552, acc: 0.9219
(TESTING) task: 3, epoch: 13/30, loss: 2.0575, acc: 0.9200
(TESTING) task: 3, epoch: 13/30, loss: 2.0583, acc: 0.9207
(TESTING) task: 3, epoch: 13/30, loss: 2.0570, acc: 0.9236
(TESTING) task: 3, epoch: 13/30, loss: 2.0586, acc: 0.9241
(TESTING) task: 3, epoch: 13/30, loss: 2.0582, acc: 0.9224
(TESTING) task: 3, epoch: 13/30, loss: 2.0588, acc: 0.9250
(TESTING) task: 3, epoch: 13/30, loss: 2.0592, acc: 0.9274
(TESTING) task: 3, epoch: 13/30, loss: 2.0590, acc: 0.9297
(TESTING) task: 3, epoch: 13/30, loss: 2.0610, acc: 0.9280
(TESTING) task: 3, epoch: 13/30, loss: 2.0614, acc: 0.9283
(TESTING) task: 3, epoch: 13/30, loss: 2.0607, acc: 0.9304
(TESTING) task: 3, epoch: 13/30, loss: 2.0610, acc: 0.9323
(TESTING) task: 3, epoch: 13/30, loss: 2.0601, acc: 0.9307
(TESTING) task: 3, epoch: 13/30, loss: 2.0604, acc: 0.9276
(TESTING) task: 3, epoch: 13/30, loss: 2.0593, acc: 0.9295
(TESTING) task: 3, epoch: 13/30, loss: 2.0588, acc: 0.9281
(TESTING) task: 3, epoch: 13/30, loss: 2.0610, acc: 0.9207
(TESTING) task: 3, epoch: 13/30, loss: 2.0604, acc: 0.9226
(TESTING) task: 3, epoch: 13/30, loss: 2.0609, acc: 0.9230
(TESTING) task: 3, epoch: 13/30, loss: 2.0607, acc: 0.9247
(TESTING) task: 3, epoch: 13/30, loss: 2.0587, acc: 0.9236
(TESTING) task: 3, epoch: 13/30, loss: 2.0581, acc: 0.9253
(TESTING) task: 3, epoch: 13/30, loss: 2.0585, acc: 0.9255
(TESTING) task: 3, epoch: 13/30, loss: 2.0589, acc: 0.9271
(TESTING) task: 3, epoch: 13/30, loss: 2.0590, acc: 0.9260
(TESTING) task: 3, epoch: 13/30, loss: 2.0586, acc: 0.9275
(TESTING) task: 3, epoch: 13/30, loss: 2.0581, acc: 0.9265
(TESTING) task: 3, epoch: 13/30, loss: 2.0570, acc: 0.9279
(TESTING) task: 3, epoch: 13/30, loss: 2.0577, acc: 0.9269
(TESTING) task: 3, epoch: 13/30, loss: 2.0571, acc: 0.9259
(TESTING) task: 3, epoch: 13/30, loss: 2.0574, acc: 0.9261
(TESTING) task: 3, epoch: 13/30, loss: 2.0570, acc: 0.9252
(TESTING) task: 3, epoch: 13/30, loss: 2.0578, acc: 0.9243
(TESTING) task: 3, epoch: 13/30, loss: 2.0577, acc: 0.9246
(TESTING) task: 3, epoch: 13/30, loss: 2.0579, acc: 0.9237
(TESTING) task: 3, epoch: 13/30, loss: 2.0573, acc: 0.9250
(TESTING) task: 3, epoch: 13/30, loss: 2.0572, acc: 0.9262
(TESTING) task: 3, epoch: 13/30, loss: 2.0573, acc: 0.9274
(TESTING) task: 3, epoch: 13/30, loss: 2.0575, acc: 0.9266
(TRAINING) task: 3, epoch: 14/30, loss: 2.0388, acc: 0.9648
(TRAINING) task: 3, epoch: 14/30, loss: 2.0488, acc: 0.9512
(TRAINING) task: 3, epoch: 14/30, loss: 2.0500, acc: 0.9414
(TRAINING) task: 3, epoch: 14/30, loss: 2.0486, acc: 0.9404
(TRAINING) task: 3, epoch: 14/30, loss: 2.0510, acc: 0.9398
(TRAINING) task: 3, epoch: 14/30, loss: 2.0513, acc: 0.9408
(TRAINING) task: 3, epoch: 14/30, loss: 2.0496, acc: 0.9358
(TRAINING) task: 3, epoch: 14/30, loss: 2.0475, acc: 0.9365
(TRAINING) task: 3, epoch: 14/30, loss: 2.0465, acc: 0.9340
(TRAINING) task: 3, epoch: 14/30, loss: 2.0462, acc: 0.9316
(TRAINING) task: 3, epoch: 14/30, loss: 2.0453, acc: 0.9300
(TRAINING) task: 3, epoch: 14/30, loss: 2.0445, acc: 0.9287
(TRAINING) task: 3, epoch: 14/30, loss: 2.0433, acc: 0.9288
(TRAINING) task: 3, epoch: 14/30, loss: 2.0424, acc: 0.9294
(TRAINING) task: 3, epoch: 14/30, loss: 2.0416, acc: 0.9276
(TRAINING) task: 3, epoch: 14/30, loss: 2.0407, acc: 0.9294
(TRAINING) task: 3, epoch: 14/30, loss: 2.0406, acc: 0.9301
(TRAINING) task: 3, epoch: 14/30, loss: 2.0405, acc: 0.9288
(TRAINING) task: 3, epoch: 14/30, loss: 2.0394, acc: 0.9305
(TRAINING) task: 3, epoch: 14/30, loss: 2.0386, acc: 0.9310
(TESTING) task: 3, epoch: 14/30, loss: 2.0045, acc: 0.9375
(TESTING) task: 3, epoch: 14/30, loss: 2.0021, acc: 0.9062
(TESTING) task: 3, epoch: 14/30, loss: 1.9978, acc: 0.9375
(TESTING) task: 3, epoch: 14/30, loss: 2.0299, acc: 0.9062
(TESTING) task: 3, epoch: 14/30, loss: 2.0069, acc: 0.9250
(TESTING) task: 3, epoch: 14/30, loss: 2.0167, acc: 0.9271
(TESTING) task: 3, epoch: 14/30, loss: 2.0130, acc: 0.9375
(TESTING) task: 3, epoch: 14/30, loss: 2.0120, acc: 0.9375
(TESTING) task: 3, epoch: 14/30, loss: 2.0165, acc: 0.9375
(TESTING) task: 3, epoch: 14/30, loss: 2.0168, acc: 0.9437
(TESTING) task: 3, epoch: 14/30, loss: 2.0177, acc: 0.9375
(TESTING) task: 3, epoch: 14/30, loss: 2.0167, acc: 0.9375
(TESTING) task: 3, epoch: 14/30, loss: 2.0110, acc: 0.9423
(TESTING) task: 3, epoch: 14/30, loss: 2.0133, acc: 0.9375
(TESTING) task: 3, epoch: 14/30, loss: 2.0098, acc: 0.9375
(TESTING) task: 3, epoch: 14/30, loss: 2.0108, acc: 0.9375
(TESTING) task: 3, epoch: 14/30, loss: 2.0124, acc: 0.9412
(TESTING) task: 3, epoch: 14/30, loss: 2.0116, acc: 0.9340
(TESTING) task: 3, epoch: 14/30, loss: 2.0098, acc: 0.9342
(TESTING) task: 3, epoch: 14/30, loss: 2.0100, acc: 0.9375
(TESTING) task: 3, epoch: 14/30, loss: 2.0104, acc: 0.9375
(TESTING) task: 3, epoch: 14/30, loss: 2.0114, acc: 0.9375
(TESTING) task: 3, epoch: 14/30, loss: 2.0148, acc: 0.9321
(TESTING) task: 3, epoch: 14/30, loss: 2.0155, acc: 0.9297
(TESTING) task: 3, epoch: 14/30, loss: 2.0176, acc: 0.9275
(TESTING) task: 3, epoch: 14/30, loss: 2.0203, acc: 0.9207
(TESTING) task: 3, epoch: 14/30, loss: 2.0190, acc: 0.9236
(TESTING) task: 3, epoch: 14/30, loss: 2.0215, acc: 0.9219
(TESTING) task: 3, epoch: 14/30, loss: 2.0228, acc: 0.9246
(TESTING) task: 3, epoch: 14/30, loss: 2.0208, acc: 0.9250
(TESTING) task: 3, epoch: 14/30, loss: 2.0196, acc: 0.9254
(TESTING) task: 3, epoch: 14/30, loss: 2.0192, acc: 0.9258
(TESTING) task: 3, epoch: 14/30, loss: 2.0205, acc: 0.9280
(TESTING) task: 3, epoch: 14/30, loss: 2.0225, acc: 0.9246
(TESTING) task: 3, epoch: 14/30, loss: 2.0235, acc: 0.9250
(TESTING) task: 3, epoch: 14/30, loss: 2.0235, acc: 0.9271
(TESTING) task: 3, epoch: 14/30, loss: 2.0258, acc: 0.9291
(TESTING) task: 3, epoch: 14/30, loss: 2.0258, acc: 0.9293
(TESTING) task: 3, epoch: 14/30, loss: 2.0256, acc: 0.9295
(TESTING) task: 3, epoch: 14/30, loss: 2.0267, acc: 0.9297
(TESTING) task: 3, epoch: 14/30, loss: 2.0266, acc: 0.9299
(TESTING) task: 3, epoch: 14/30, loss: 2.0259, acc: 0.9315
(TESTING) task: 3, epoch: 14/30, loss: 2.0260, acc: 0.9317
(TESTING) task: 3, epoch: 14/30, loss: 2.0264, acc: 0.9290
(TESTING) task: 3, epoch: 14/30, loss: 2.0267, acc: 0.9264
(TESTING) task: 3, epoch: 14/30, loss: 2.0272, acc: 0.9253
(TESTING) task: 3, epoch: 14/30, loss: 2.0278, acc: 0.9229
(TESTING) task: 3, epoch: 14/30, loss: 2.0278, acc: 0.9206
(TESTING) task: 3, epoch: 14/30, loss: 2.0287, acc: 0.9209
(TESTING) task: 3, epoch: 14/30, loss: 2.0305, acc: 0.9213
(TESTING) task: 3, epoch: 14/30, loss: 2.0303, acc: 0.9228
(TESTING) task: 3, epoch: 14/30, loss: 2.0306, acc: 0.9207
(TESTING) task: 3, epoch: 14/30, loss: 2.0311, acc: 0.9198
(TESTING) task: 3, epoch: 14/30, loss: 2.0307, acc: 0.9201
(TESTING) task: 3, epoch: 14/30, loss: 2.0311, acc: 0.9205
(TESTING) task: 3, epoch: 14/30, loss: 2.0311, acc: 0.9196
(TESTING) task: 3, epoch: 14/30, loss: 2.0315, acc: 0.9189
(TESTING) task: 3, epoch: 14/30, loss: 2.0323, acc: 0.9181
(TESTING) task: 3, epoch: 14/30, loss: 2.0328, acc: 0.9195
(TESTING) task: 3, epoch: 14/30, loss: 2.0332, acc: 0.9187
(TESTING) task: 3, epoch: 14/30, loss: 2.0335, acc: 0.9201
(TESTING) task: 3, epoch: 14/30, loss: 2.0333, acc: 0.9214
(TESTING) task: 3, epoch: 14/30, loss: 2.0321, acc: 0.9226
(TRAINING) task: 3, epoch: 15/30, loss: 2.0329, acc: 0.9297
(TRAINING) task: 3, epoch: 15/30, loss: 2.0299, acc: 0.9277
(TRAINING) task: 3, epoch: 15/30, loss: 2.0272, acc: 0.9323
(TRAINING) task: 3, epoch: 15/30, loss: 2.0297, acc: 0.9238
(TRAINING) task: 3, epoch: 15/30, loss: 2.0269, acc: 0.9250
(TRAINING) task: 3, epoch: 15/30, loss: 2.0297, acc: 0.9238
(TRAINING) task: 3, epoch: 15/30, loss: 2.0268, acc: 0.9269
(TRAINING) task: 3, epoch: 15/30, loss: 2.0261, acc: 0.9258
(TRAINING) task: 3, epoch: 15/30, loss: 2.0258, acc: 0.9258
(TRAINING) task: 3, epoch: 15/30, loss: 2.0243, acc: 0.9262
(TRAINING) task: 3, epoch: 15/30, loss: 2.0225, acc: 0.9268
(TRAINING) task: 3, epoch: 15/30, loss: 2.0209, acc: 0.9277
(TRAINING) task: 3, epoch: 15/30, loss: 2.0213, acc: 0.9273
(TRAINING) task: 3, epoch: 15/30, loss: 2.0194, acc: 0.9275
(TRAINING) task: 3, epoch: 15/30, loss: 2.0183, acc: 0.9271
(TRAINING) task: 3, epoch: 15/30, loss: 2.0164, acc: 0.9290
(TRAINING) task: 3, epoch: 15/30, loss: 2.0159, acc: 0.9292
(TRAINING) task: 3, epoch: 15/30, loss: 2.0153, acc: 0.9301
(TRAINING) task: 3, epoch: 15/30, loss: 2.0149, acc: 0.9305
(TRAINING) task: 3, epoch: 15/30, loss: 2.0136, acc: 0.9318
(TESTING) task: 3, epoch: 15/30, loss: 1.9569, acc: 1.0000
(TESTING) task: 3, epoch: 15/30, loss: 1.9953, acc: 0.9375
(TESTING) task: 3, epoch: 15/30, loss: 2.0003, acc: 0.9375
(TESTING) task: 3, epoch: 15/30, loss: 1.9977, acc: 0.9531
(TESTING) task: 3, epoch: 15/30, loss: 1.9887, acc: 0.9625
(TESTING) task: 3, epoch: 15/30, loss: 1.9857, acc: 0.9688
(TESTING) task: 3, epoch: 15/30, loss: 1.9954, acc: 0.9643
(TESTING) task: 3, epoch: 15/30, loss: 1.9906, acc: 0.9688
(TESTING) task: 3, epoch: 15/30, loss: 1.9896, acc: 0.9653
(TESTING) task: 3, epoch: 15/30, loss: 1.9914, acc: 0.9625
(TESTING) task: 3, epoch: 15/30, loss: 1.9935, acc: 0.9602
(TESTING) task: 3, epoch: 15/30, loss: 1.9943, acc: 0.9635
(TESTING) task: 3, epoch: 15/30, loss: 1.9945, acc: 0.9615
(TESTING) task: 3, epoch: 15/30, loss: 1.9970, acc: 0.9598
(TESTING) task: 3, epoch: 15/30, loss: 1.9950, acc: 0.9625
(TESTING) task: 3, epoch: 15/30, loss: 1.9959, acc: 0.9609
(TESTING) task: 3, epoch: 15/30, loss: 1.9929, acc: 0.9632
(TESTING) task: 3, epoch: 15/30, loss: 1.9962, acc: 0.9549
(TESTING) task: 3, epoch: 15/30, loss: 1.9936, acc: 0.9572
(TESTING) task: 3, epoch: 15/30, loss: 1.9953, acc: 0.9531
(TESTING) task: 3, epoch: 15/30, loss: 1.9944, acc: 0.9494
(TESTING) task: 3, epoch: 15/30, loss: 1.9949, acc: 0.9460
(TESTING) task: 3, epoch: 15/30, loss: 1.9960, acc: 0.9457
(TESTING) task: 3, epoch: 15/30, loss: 1.9952, acc: 0.9453
(TESTING) task: 3, epoch: 15/30, loss: 1.9945, acc: 0.9475
(TESTING) task: 3, epoch: 15/30, loss: 1.9968, acc: 0.9471
(TESTING) task: 3, epoch: 15/30, loss: 1.9980, acc: 0.9444
(TESTING) task: 3, epoch: 15/30, loss: 1.9984, acc: 0.9464
(TESTING) task: 3, epoch: 15/30, loss: 1.9974, acc: 0.9483
(TESTING) task: 3, epoch: 15/30, loss: 1.9976, acc: 0.9479
(TESTING) task: 3, epoch: 15/30, loss: 1.9983, acc: 0.9496
(TESTING) task: 3, epoch: 15/30, loss: 1.9991, acc: 0.9512
(TESTING) task: 3, epoch: 15/30, loss: 1.9975, acc: 0.9508
(TESTING) task: 3, epoch: 15/30, loss: 1.9984, acc: 0.9485
(TESTING) task: 3, epoch: 15/30, loss: 1.9994, acc: 0.9482
(TESTING) task: 3, epoch: 15/30, loss: 1.9978, acc: 0.9479
(TESTING) task: 3, epoch: 15/30, loss: 1.9964, acc: 0.9459
(TESTING) task: 3, epoch: 15/30, loss: 1.9974, acc: 0.9457
(TESTING) task: 3, epoch: 15/30, loss: 1.9978, acc: 0.9471
(TESTING) task: 3, epoch: 15/30, loss: 1.9979, acc: 0.9469
(TESTING) task: 3, epoch: 15/30, loss: 2.0000, acc: 0.9466
(TESTING) task: 3, epoch: 15/30, loss: 2.0003, acc: 0.9449
(TESTING) task: 3, epoch: 15/30, loss: 1.9995, acc: 0.9462
(TESTING) task: 3, epoch: 15/30, loss: 1.9994, acc: 0.9460
(TESTING) task: 3, epoch: 15/30, loss: 1.9998, acc: 0.9458
(TESTING) task: 3, epoch: 15/30, loss: 1.9996, acc: 0.9470
(TESTING) task: 3, epoch: 15/30, loss: 2.0006, acc: 0.9441
(TESTING) task: 3, epoch: 15/30, loss: 1.9999, acc: 0.9440
(TESTING) task: 3, epoch: 15/30, loss: 1.9996, acc: 0.9439
(TESTING) task: 3, epoch: 15/30, loss: 1.9988, acc: 0.9437
(TESTING) task: 3, epoch: 15/30, loss: 2.0000, acc: 0.9424
(TESTING) task: 3, epoch: 15/30, loss: 1.9994, acc: 0.9435
(TESTING) task: 3, epoch: 15/30, loss: 2.0005, acc: 0.9434
(TESTING) task: 3, epoch: 15/30, loss: 2.0009, acc: 0.9421
(TESTING) task: 3, epoch: 15/30, loss: 2.0013, acc: 0.9420
(TESTING) task: 3, epoch: 15/30, loss: 2.0014, acc: 0.9420
(TESTING) task: 3, epoch: 15/30, loss: 2.0025, acc: 0.9397
(TESTING) task: 3, epoch: 15/30, loss: 2.0028, acc: 0.9407
(TESTING) task: 3, epoch: 15/30, loss: 2.0026, acc: 0.9417
(TESTING) task: 3, epoch: 15/30, loss: 2.0029, acc: 0.9406
(TESTING) task: 3, epoch: 15/30, loss: 2.0032, acc: 0.9395
(TESTING) task: 3, epoch: 15/30, loss: 2.0037, acc: 0.9375
(TESTING) task: 3, epoch: 15/30, loss: 2.0042, acc: 0.9365
(TRAINING) task: 3, epoch: 16/30, loss: 1.9921, acc: 0.9531
(TRAINING) task: 3, epoch: 16/30, loss: 1.9940, acc: 0.9512
(TRAINING) task: 3, epoch: 16/30, loss: 1.9900, acc: 0.9492
(TRAINING) task: 3, epoch: 16/30, loss: 1.9893, acc: 0.9463
(TRAINING) task: 3, epoch: 16/30, loss: 1.9885, acc: 0.9469
(TRAINING) task: 3, epoch: 16/30, loss: 1.9892, acc: 0.9460
(TRAINING) task: 3, epoch: 16/30, loss: 1.9912, acc: 0.9425
(TRAINING) task: 3, epoch: 16/30, loss: 1.9883, acc: 0.9424
(TRAINING) task: 3, epoch: 16/30, loss: 1.9872, acc: 0.9418
(TRAINING) task: 3, epoch: 16/30, loss: 1.9866, acc: 0.9418
(TRAINING) task: 3, epoch: 16/30, loss: 1.9857, acc: 0.9425
(TRAINING) task: 3, epoch: 16/30, loss: 1.9862, acc: 0.9414
(TRAINING) task: 3, epoch: 16/30, loss: 1.9866, acc: 0.9393
(TRAINING) task: 3, epoch: 16/30, loss: 1.9868, acc: 0.9397
(TRAINING) task: 3, epoch: 16/30, loss: 1.9864, acc: 0.9391
(TRAINING) task: 3, epoch: 16/30, loss: 1.9861, acc: 0.9382
(TRAINING) task: 3, epoch: 16/30, loss: 1.9861, acc: 0.9380
(TRAINING) task: 3, epoch: 16/30, loss: 1.9852, acc: 0.9386
(TRAINING) task: 3, epoch: 16/30, loss: 1.9848, acc: 0.9389
(TRAINING) task: 3, epoch: 16/30, loss: 1.9843, acc: 0.9379
(TESTING) task: 3, epoch: 16/30, loss: 2.0181, acc: 0.9375
(TESTING) task: 3, epoch: 16/30, loss: 1.9858, acc: 0.9375
(TESTING) task: 3, epoch: 16/30, loss: 1.9736, acc: 0.9375
(TESTING) task: 3, epoch: 16/30, loss: 1.9911, acc: 0.9219
(TESTING) task: 3, epoch: 16/30, loss: 1.9917, acc: 0.9250
(TESTING) task: 3, epoch: 16/30, loss: 1.9900, acc: 0.9167
(TESTING) task: 3, epoch: 16/30, loss: 1.9925, acc: 0.9107
(TESTING) task: 3, epoch: 16/30, loss: 1.9963, acc: 0.9141
(TESTING) task: 3, epoch: 16/30, loss: 1.9870, acc: 0.9236
(TESTING) task: 3, epoch: 16/30, loss: 1.9869, acc: 0.9125
(TESTING) task: 3, epoch: 16/30, loss: 1.9885, acc: 0.9205
(TESTING) task: 3, epoch: 16/30, loss: 1.9929, acc: 0.9219
(TESTING) task: 3, epoch: 16/30, loss: 1.9937, acc: 0.9231
(TESTING) task: 3, epoch: 16/30, loss: 1.9893, acc: 0.9241
(TESTING) task: 3, epoch: 16/30, loss: 1.9827, acc: 0.9250
(TESTING) task: 3, epoch: 16/30, loss: 1.9778, acc: 0.9258
(TESTING) task: 3, epoch: 16/30, loss: 1.9797, acc: 0.9265
(TESTING) task: 3, epoch: 16/30, loss: 1.9816, acc: 0.9271
(TESTING) task: 3, epoch: 16/30, loss: 1.9808, acc: 0.9309
(TESTING) task: 3, epoch: 16/30, loss: 1.9808, acc: 0.9313
(TESTING) task: 3, epoch: 16/30, loss: 1.9808, acc: 0.9315
(TESTING) task: 3, epoch: 16/30, loss: 1.9802, acc: 0.9347
(TESTING) task: 3, epoch: 16/30, loss: 1.9803, acc: 0.9375
(TESTING) task: 3, epoch: 16/30, loss: 1.9793, acc: 0.9401
(TESTING) task: 3, epoch: 16/30, loss: 1.9808, acc: 0.9400
(TESTING) task: 3, epoch: 16/30, loss: 1.9790, acc: 0.9375
(TESTING) task: 3, epoch: 16/30, loss: 1.9795, acc: 0.9375
(TESTING) task: 3, epoch: 16/30, loss: 1.9775, acc: 0.9375
(TESTING) task: 3, epoch: 16/30, loss: 1.9771, acc: 0.9397
(TESTING) task: 3, epoch: 16/30, loss: 1.9760, acc: 0.9375
(TESTING) task: 3, epoch: 16/30, loss: 1.9779, acc: 0.9355
(TESTING) task: 3, epoch: 16/30, loss: 1.9804, acc: 0.9375
(TESTING) task: 3, epoch: 16/30, loss: 1.9814, acc: 0.9337
(TESTING) task: 3, epoch: 16/30, loss: 1.9802, acc: 0.9357
(TESTING) task: 3, epoch: 16/30, loss: 1.9805, acc: 0.9339
(TESTING) task: 3, epoch: 16/30, loss: 1.9812, acc: 0.9323
(TESTING) task: 3, epoch: 16/30, loss: 1.9809, acc: 0.9341
(TESTING) task: 3, epoch: 16/30, loss: 1.9804, acc: 0.9359
(TESTING) task: 3, epoch: 16/30, loss: 1.9806, acc: 0.9359
(TESTING) task: 3, epoch: 16/30, loss: 1.9810, acc: 0.9344
(TESTING) task: 3, epoch: 16/30, loss: 1.9815, acc: 0.9345
(TESTING) task: 3, epoch: 16/30, loss: 1.9809, acc: 0.9330
(TESTING) task: 3, epoch: 16/30, loss: 1.9813, acc: 0.9317
(TESTING) task: 3, epoch: 16/30, loss: 1.9800, acc: 0.9318
(TESTING) task: 3, epoch: 16/30, loss: 1.9794, acc: 0.9333
(TESTING) task: 3, epoch: 16/30, loss: 1.9797, acc: 0.9334
(TESTING) task: 3, epoch: 16/30, loss: 1.9812, acc: 0.9335
(TESTING) task: 3, epoch: 16/30, loss: 1.9819, acc: 0.9323
(TESTING) task: 3, epoch: 16/30, loss: 1.9822, acc: 0.9324
(TESTING) task: 3, epoch: 16/30, loss: 1.9819, acc: 0.9325
(TESTING) task: 3, epoch: 16/30, loss: 1.9830, acc: 0.9301
(TESTING) task: 3, epoch: 16/30, loss: 1.9826, acc: 0.9303
(TESTING) task: 3, epoch: 16/30, loss: 1.9817, acc: 0.9292
(TESTING) task: 3, epoch: 16/30, loss: 1.9820, acc: 0.9294
(TESTING) task: 3, epoch: 16/30, loss: 1.9822, acc: 0.9273
(TESTING) task: 3, epoch: 16/30, loss: 1.9820, acc: 0.9275
(TESTING) task: 3, epoch: 16/30, loss: 1.9820, acc: 0.9276
(TESTING) task: 3, epoch: 16/30, loss: 1.9815, acc: 0.9267
(TESTING) task: 3, epoch: 16/30, loss: 1.9820, acc: 0.9269
(TESTING) task: 3, epoch: 16/30, loss: 1.9817, acc: 0.9271
(TESTING) task: 3, epoch: 16/30, loss: 1.9805, acc: 0.9283
(TESTING) task: 3, epoch: 16/30, loss: 1.9817, acc: 0.9274
(TESTING) task: 3, epoch: 16/30, loss: 1.9813, acc: 0.9246
(TRAINING) task: 3, epoch: 17/30, loss: 1.9812, acc: 0.9492
(TRAINING) task: 3, epoch: 17/30, loss: 1.9719, acc: 0.9414
(TRAINING) task: 3, epoch: 17/30, loss: 1.9717, acc: 0.9414
(TRAINING) task: 3, epoch: 17/30, loss: 1.9696, acc: 0.9385
(TRAINING) task: 3, epoch: 17/30, loss: 1.9657, acc: 0.9375
(TRAINING) task: 3, epoch: 17/30, loss: 1.9667, acc: 0.9368
(TRAINING) task: 3, epoch: 17/30, loss: 1.9657, acc: 0.9397
(TRAINING) task: 3, epoch: 17/30, loss: 1.9668, acc: 0.9351
(TRAINING) task: 3, epoch: 17/30, loss: 1.9673, acc: 0.9366
(TRAINING) task: 3, epoch: 17/30, loss: 1.9667, acc: 0.9355
(TRAINING) task: 3, epoch: 17/30, loss: 1.9663, acc: 0.9347
(TRAINING) task: 3, epoch: 17/30, loss: 1.9662, acc: 0.9349
(TRAINING) task: 3, epoch: 17/30, loss: 1.9657, acc: 0.9339
(TRAINING) task: 3, epoch: 17/30, loss: 1.9656, acc: 0.9339
(TRAINING) task: 3, epoch: 17/30, loss: 1.9647, acc: 0.9341
(TRAINING) task: 3, epoch: 17/30, loss: 1.9636, acc: 0.9341
(TRAINING) task: 3, epoch: 17/30, loss: 1.9622, acc: 0.9345
(TRAINING) task: 3, epoch: 17/30, loss: 1.9611, acc: 0.9351
(TRAINING) task: 3, epoch: 17/30, loss: 1.9608, acc: 0.9352
(TRAINING) task: 3, epoch: 17/30, loss: 1.9614, acc: 0.9352
(TESTING) task: 3, epoch: 17/30, loss: 1.9549, acc: 0.9375
(TESTING) task: 3, epoch: 17/30, loss: 1.9358, acc: 0.9688
(TESTING) task: 3, epoch: 17/30, loss: 1.9571, acc: 0.9375
(TESTING) task: 3, epoch: 17/30, loss: 1.9518, acc: 0.9531
(TESTING) task: 3, epoch: 17/30, loss: 1.9480, acc: 0.9375
(TESTING) task: 3, epoch: 17/30, loss: 1.9509, acc: 0.9271
(TESTING) task: 3, epoch: 17/30, loss: 1.9536, acc: 0.9286
(TESTING) task: 3, epoch: 17/30, loss: 1.9532, acc: 0.9219
(TESTING) task: 3, epoch: 17/30, loss: 1.9527, acc: 0.9236
(TESTING) task: 3, epoch: 17/30, loss: 1.9431, acc: 0.9250
(TESTING) task: 3, epoch: 17/30, loss: 1.9535, acc: 0.9091
(TESTING) task: 3, epoch: 17/30, loss: 1.9553, acc: 0.9062
(TESTING) task: 3, epoch: 17/30, loss: 1.9538, acc: 0.9087
(TESTING) task: 3, epoch: 17/30, loss: 1.9517, acc: 0.9107
(TESTING) task: 3, epoch: 17/30, loss: 1.9524, acc: 0.9125
(TESTING) task: 3, epoch: 17/30, loss: 1.9516, acc: 0.9141
(TESTING) task: 3, epoch: 17/30, loss: 1.9510, acc: 0.9154
(TESTING) task: 3, epoch: 17/30, loss: 1.9505, acc: 0.9201
(TESTING) task: 3, epoch: 17/30, loss: 1.9518, acc: 0.9211
(TESTING) task: 3, epoch: 17/30, loss: 1.9502, acc: 0.9156
(TESTING) task: 3, epoch: 17/30, loss: 1.9482, acc: 0.9167
(TESTING) task: 3, epoch: 17/30, loss: 1.9475, acc: 0.9205
(TESTING) task: 3, epoch: 17/30, loss: 1.9469, acc: 0.9212
(TESTING) task: 3, epoch: 17/30, loss: 1.9465, acc: 0.9193
(TESTING) task: 3, epoch: 17/30, loss: 1.9489, acc: 0.9225
(TESTING) task: 3, epoch: 17/30, loss: 1.9474, acc: 0.9231
(TESTING) task: 3, epoch: 17/30, loss: 1.9486, acc: 0.9236
(TESTING) task: 3, epoch: 17/30, loss: 1.9485, acc: 0.9241
(TESTING) task: 3, epoch: 17/30, loss: 1.9497, acc: 0.9224
(TESTING) task: 3, epoch: 17/30, loss: 1.9475, acc: 0.9250
(TESTING) task: 3, epoch: 17/30, loss: 1.9481, acc: 0.9254
(TESTING) task: 3, epoch: 17/30, loss: 1.9505, acc: 0.9238
(TESTING) task: 3, epoch: 17/30, loss: 1.9511, acc: 0.9223
(TESTING) task: 3, epoch: 17/30, loss: 1.9532, acc: 0.9246
(TESTING) task: 3, epoch: 17/30, loss: 1.9532, acc: 0.9250
(TESTING) task: 3, epoch: 17/30, loss: 1.9522, acc: 0.9271
(TESTING) task: 3, epoch: 17/30, loss: 1.9514, acc: 0.9291
(TESTING) task: 3, epoch: 17/30, loss: 1.9525, acc: 0.9293
(TESTING) task: 3, epoch: 17/30, loss: 1.9532, acc: 0.9295
(TESTING) task: 3, epoch: 17/30, loss: 1.9536, acc: 0.9281
(TESTING) task: 3, epoch: 17/30, loss: 1.9536, acc: 0.9299
(TESTING) task: 3, epoch: 17/30, loss: 1.9556, acc: 0.9271
(TESTING) task: 3, epoch: 17/30, loss: 1.9546, acc: 0.9288
(TESTING) task: 3, epoch: 17/30, loss: 1.9553, acc: 0.9290
(TESTING) task: 3, epoch: 17/30, loss: 1.9577, acc: 0.9264
(TESTING) task: 3, epoch: 17/30, loss: 1.9597, acc: 0.9239
(TESTING) task: 3, epoch: 17/30, loss: 1.9594, acc: 0.9242
(TESTING) task: 3, epoch: 17/30, loss: 1.9587, acc: 0.9245
(TESTING) task: 3, epoch: 17/30, loss: 1.9599, acc: 0.9235
(TESTING) task: 3, epoch: 17/30, loss: 1.9606, acc: 0.9237
(TESTING) task: 3, epoch: 17/30, loss: 1.9596, acc: 0.9252
(TESTING) task: 3, epoch: 17/30, loss: 1.9600, acc: 0.9255
(TESTING) task: 3, epoch: 17/30, loss: 1.9604, acc: 0.9257
(TESTING) task: 3, epoch: 17/30, loss: 1.9599, acc: 0.9271
(TESTING) task: 3, epoch: 17/30, loss: 1.9610, acc: 0.9273
(TESTING) task: 3, epoch: 17/30, loss: 1.9609, acc: 0.9275
(TESTING) task: 3, epoch: 17/30, loss: 1.9612, acc: 0.9254
(TESTING) task: 3, epoch: 17/30, loss: 1.9613, acc: 0.9246
(TESTING) task: 3, epoch: 17/30, loss: 1.9603, acc: 0.9237
(TESTING) task: 3, epoch: 17/30, loss: 1.9600, acc: 0.9250
(TESTING) task: 3, epoch: 17/30, loss: 1.9605, acc: 0.9252
(TESTING) task: 3, epoch: 17/30, loss: 1.9601, acc: 0.9254
(TESTING) task: 3, epoch: 17/30, loss: 1.9596, acc: 0.9246
(TRAINING) task: 3, epoch: 18/30, loss: 1.9455, acc: 0.9570
(TRAINING) task: 3, epoch: 18/30, loss: 1.9506, acc: 0.9355
(TRAINING) task: 3, epoch: 18/30, loss: 1.9446, acc: 0.9362
(TRAINING) task: 3, epoch: 18/30, loss: 1.9477, acc: 0.9385
(TRAINING) task: 3, epoch: 18/30, loss: 1.9455, acc: 0.9367
(TRAINING) task: 3, epoch: 18/30, loss: 1.9438, acc: 0.9362
(TRAINING) task: 3, epoch: 18/30, loss: 1.9418, acc: 0.9392
(TRAINING) task: 3, epoch: 18/30, loss: 1.9404, acc: 0.9419
(TRAINING) task: 3, epoch: 18/30, loss: 1.9408, acc: 0.9405
(TRAINING) task: 3, epoch: 18/30, loss: 1.9405, acc: 0.9395
(TRAINING) task: 3, epoch: 18/30, loss: 1.9409, acc: 0.9396
(TRAINING) task: 3, epoch: 18/30, loss: 1.9414, acc: 0.9375
(TRAINING) task: 3, epoch: 18/30, loss: 1.9413, acc: 0.9384
(TRAINING) task: 3, epoch: 18/30, loss: 1.9407, acc: 0.9381
(TRAINING) task: 3, epoch: 18/30, loss: 1.9402, acc: 0.9388
(TRAINING) task: 3, epoch: 18/30, loss: 1.9396, acc: 0.9387
(TRAINING) task: 3, epoch: 18/30, loss: 1.9385, acc: 0.9393
(TRAINING) task: 3, epoch: 18/30, loss: 1.9396, acc: 0.9384
(TRAINING) task: 3, epoch: 18/30, loss: 1.9395, acc: 0.9387
(TRAINING) task: 3, epoch: 18/30, loss: 1.9388, acc: 0.9389
(TESTING) task: 3, epoch: 18/30, loss: 1.9230, acc: 0.8750
(TESTING) task: 3, epoch: 18/30, loss: 1.9279, acc: 0.9062
(TESTING) task: 3, epoch: 18/30, loss: 1.9200, acc: 0.9375
(TESTING) task: 3, epoch: 18/30, loss: 1.9278, acc: 0.9375
(TESTING) task: 3, epoch: 18/30, loss: 1.9358, acc: 0.9125
(TESTING) task: 3, epoch: 18/30, loss: 1.9323, acc: 0.9271
(TESTING) task: 3, epoch: 18/30, loss: 1.9407, acc: 0.9107
(TESTING) task: 3, epoch: 18/30, loss: 1.9422, acc: 0.9062
(TESTING) task: 3, epoch: 18/30, loss: 1.9492, acc: 0.9167
(TESTING) task: 3, epoch: 18/30, loss: 1.9459, acc: 0.9187
(TESTING) task: 3, epoch: 18/30, loss: 1.9420, acc: 0.9261
(TESTING) task: 3, epoch: 18/30, loss: 1.9353, acc: 0.9271
(TESTING) task: 3, epoch: 18/30, loss: 1.9338, acc: 0.9231
(TESTING) task: 3, epoch: 18/30, loss: 1.9352, acc: 0.9241
(TESTING) task: 3, epoch: 18/30, loss: 1.9371, acc: 0.9208
(TESTING) task: 3, epoch: 18/30, loss: 1.9350, acc: 0.9258
(TESTING) task: 3, epoch: 18/30, loss: 1.9335, acc: 0.9301
(TESTING) task: 3, epoch: 18/30, loss: 1.9346, acc: 0.9306
(TESTING) task: 3, epoch: 18/30, loss: 1.9333, acc: 0.9309
(TESTING) task: 3, epoch: 18/30, loss: 1.9345, acc: 0.9313
(TESTING) task: 3, epoch: 18/30, loss: 1.9334, acc: 0.9315
(TESTING) task: 3, epoch: 18/30, loss: 1.9328, acc: 0.9318
(TESTING) task: 3, epoch: 18/30, loss: 1.9313, acc: 0.9348
(TESTING) task: 3, epoch: 18/30, loss: 1.9310, acc: 0.9375
(TESTING) task: 3, epoch: 18/30, loss: 1.9322, acc: 0.9375
(TESTING) task: 3, epoch: 18/30, loss: 1.9325, acc: 0.9375
(TESTING) task: 3, epoch: 18/30, loss: 1.9350, acc: 0.9375
(TESTING) task: 3, epoch: 18/30, loss: 1.9328, acc: 0.9397
(TESTING) task: 3, epoch: 18/30, loss: 1.9342, acc: 0.9375
(TESTING) task: 3, epoch: 18/30, loss: 1.9345, acc: 0.9354
(TESTING) task: 3, epoch: 18/30, loss: 1.9337, acc: 0.9355
(TESTING) task: 3, epoch: 18/30, loss: 1.9318, acc: 0.9336
(TESTING) task: 3, epoch: 18/30, loss: 1.9321, acc: 0.9356
(TESTING) task: 3, epoch: 18/30, loss: 1.9307, acc: 0.9357
(TESTING) task: 3, epoch: 18/30, loss: 1.9293, acc: 0.9375
(TESTING) task: 3, epoch: 18/30, loss: 1.9301, acc: 0.9375
(TESTING) task: 3, epoch: 18/30, loss: 1.9307, acc: 0.9392
(TESTING) task: 3, epoch: 18/30, loss: 1.9315, acc: 0.9408
(TESTING) task: 3, epoch: 18/30, loss: 1.9303, acc: 0.9423
(TESTING) task: 3, epoch: 18/30, loss: 1.9311, acc: 0.9375
(TESTING) task: 3, epoch: 18/30, loss: 1.9313, acc: 0.9375
(TESTING) task: 3, epoch: 18/30, loss: 1.9314, acc: 0.9345
(TESTING) task: 3, epoch: 18/30, loss: 1.9315, acc: 0.9346
(TESTING) task: 3, epoch: 18/30, loss: 1.9308, acc: 0.9347
(TESTING) task: 3, epoch: 18/30, loss: 1.9303, acc: 0.9347
(TESTING) task: 3, epoch: 18/30, loss: 1.9300, acc: 0.9348
(TESTING) task: 3, epoch: 18/30, loss: 1.9322, acc: 0.9322
(TESTING) task: 3, epoch: 18/30, loss: 1.9322, acc: 0.9336
(TESTING) task: 3, epoch: 18/30, loss: 1.9330, acc: 0.9324
(TESTING) task: 3, epoch: 18/30, loss: 1.9337, acc: 0.9313
(TESTING) task: 3, epoch: 18/30, loss: 1.9337, acc: 0.9326
(TESTING) task: 3, epoch: 18/30, loss: 1.9353, acc: 0.9327
(TESTING) task: 3, epoch: 18/30, loss: 1.9355, acc: 0.9340
(TESTING) task: 3, epoch: 18/30, loss: 1.9365, acc: 0.9294
(TESTING) task: 3, epoch: 18/30, loss: 1.9371, acc: 0.9284
(TESTING) task: 3, epoch: 18/30, loss: 1.9366, acc: 0.9297
(TESTING) task: 3, epoch: 18/30, loss: 1.9371, acc: 0.9298
(TESTING) task: 3, epoch: 18/30, loss: 1.9357, acc: 0.9300
(TESTING) task: 3, epoch: 18/30, loss: 1.9358, acc: 0.9311
(TESTING) task: 3, epoch: 18/30, loss: 1.9365, acc: 0.9302
(TESTING) task: 3, epoch: 18/30, loss: 1.9372, acc: 0.9293
(TESTING) task: 3, epoch: 18/30, loss: 1.9388, acc: 0.9274
(TESTING) task: 3, epoch: 18/30, loss: 1.9386, acc: 0.9286
(TRAINING) task: 3, epoch: 19/30, loss: 1.9263, acc: 0.9531
(TRAINING) task: 3, epoch: 19/30, loss: 1.9232, acc: 0.9512
(TRAINING) task: 3, epoch: 19/30, loss: 1.9233, acc: 0.9492
(TRAINING) task: 3, epoch: 19/30, loss: 1.9248, acc: 0.9463
(TRAINING) task: 3, epoch: 19/30, loss: 1.9314, acc: 0.9422
(TRAINING) task: 3, epoch: 19/30, loss: 1.9324, acc: 0.9375
(TRAINING) task: 3, epoch: 19/30, loss: 1.9333, acc: 0.9369
(TRAINING) task: 3, epoch: 19/30, loss: 1.9292, acc: 0.9419
(TRAINING) task: 3, epoch: 19/30, loss: 1.9256, acc: 0.9436
(TRAINING) task: 3, epoch: 19/30, loss: 1.9218, acc: 0.9465
(TRAINING) task: 3, epoch: 19/30, loss: 1.9215, acc: 0.9464
(TRAINING) task: 3, epoch: 19/30, loss: 1.9201, acc: 0.9473
(TRAINING) task: 3, epoch: 19/30, loss: 1.9200, acc: 0.9480
(TRAINING) task: 3, epoch: 19/30, loss: 1.9184, acc: 0.9478
(TRAINING) task: 3, epoch: 19/30, loss: 1.9187, acc: 0.9482
(TRAINING) task: 3, epoch: 19/30, loss: 1.9180, acc: 0.9485
(TRAINING) task: 3, epoch: 19/30, loss: 1.9178, acc: 0.9485
(TRAINING) task: 3, epoch: 19/30, loss: 1.9177, acc: 0.9490
(TRAINING) task: 3, epoch: 19/30, loss: 1.9174, acc: 0.9474
(TRAINING) task: 3, epoch: 19/30, loss: 1.9178, acc: 0.9460
(TESTING) task: 3, epoch: 19/30, loss: 1.9060, acc: 0.8750
(TESTING) task: 3, epoch: 19/30, loss: 1.9158, acc: 0.9062
(TESTING) task: 3, epoch: 19/30, loss: 1.8963, acc: 0.9167
(TESTING) task: 3, epoch: 19/30, loss: 1.9014, acc: 0.9219
(TESTING) task: 3, epoch: 19/30, loss: 1.9055, acc: 0.9125
(TESTING) task: 3, epoch: 19/30, loss: 1.8978, acc: 0.9062
(TESTING) task: 3, epoch: 19/30, loss: 1.8996, acc: 0.8929
(TESTING) task: 3, epoch: 19/30, loss: 1.9006, acc: 0.8984
(TESTING) task: 3, epoch: 19/30, loss: 1.8982, acc: 0.9097
(TESTING) task: 3, epoch: 19/30, loss: 1.8993, acc: 0.9187
(TESTING) task: 3, epoch: 19/30, loss: 1.8958, acc: 0.9261
(TESTING) task: 3, epoch: 19/30, loss: 1.8968, acc: 0.9271
(TESTING) task: 3, epoch: 19/30, loss: 1.8997, acc: 0.9327
(TESTING) task: 3, epoch: 19/30, loss: 1.8954, acc: 0.9375
(TESTING) task: 3, epoch: 19/30, loss: 1.8985, acc: 0.9375
(TESTING) task: 3, epoch: 19/30, loss: 1.8984, acc: 0.9375
(TESTING) task: 3, epoch: 19/30, loss: 1.8974, acc: 0.9412
(TESTING) task: 3, epoch: 19/30, loss: 1.9006, acc: 0.9375
(TESTING) task: 3, epoch: 19/30, loss: 1.9019, acc: 0.9408
(TESTING) task: 3, epoch: 19/30, loss: 1.9052, acc: 0.9344
(TESTING) task: 3, epoch: 19/30, loss: 1.9078, acc: 0.9375
(TESTING) task: 3, epoch: 19/30, loss: 1.9074, acc: 0.9403
(TESTING) task: 3, epoch: 19/30, loss: 1.9096, acc: 0.9402
(TESTING) task: 3, epoch: 19/30, loss: 1.9096, acc: 0.9401
(TESTING) task: 3, epoch: 19/30, loss: 1.9107, acc: 0.9350
(TESTING) task: 3, epoch: 19/30, loss: 1.9124, acc: 0.9327
(TESTING) task: 3, epoch: 19/30, loss: 1.9118, acc: 0.9329
(TESTING) task: 3, epoch: 19/30, loss: 1.9086, acc: 0.9330
(TESTING) task: 3, epoch: 19/30, loss: 1.9079, acc: 0.9332
(TESTING) task: 3, epoch: 19/30, loss: 1.9084, acc: 0.9333
(TESTING) task: 3, epoch: 19/30, loss: 1.9059, acc: 0.9335
(TESTING) task: 3, epoch: 19/30, loss: 1.9041, acc: 0.9336
(TESTING) task: 3, epoch: 19/30, loss: 1.9030, acc: 0.9356
(TESTING) task: 3, epoch: 19/30, loss: 1.9054, acc: 0.9338
(TESTING) task: 3, epoch: 19/30, loss: 1.9058, acc: 0.9321
(TESTING) task: 3, epoch: 19/30, loss: 1.9068, acc: 0.9340
(TESTING) task: 3, epoch: 19/30, loss: 1.9078, acc: 0.9307
(TESTING) task: 3, epoch: 19/30, loss: 1.9062, acc: 0.9326
(TESTING) task: 3, epoch: 19/30, loss: 1.9055, acc: 0.9327
(TESTING) task: 3, epoch: 19/30, loss: 1.9058, acc: 0.9328
(TESTING) task: 3, epoch: 19/30, loss: 1.9065, acc: 0.9345
(TESTING) task: 3, epoch: 19/30, loss: 1.9079, acc: 0.9360
(TESTING) task: 3, epoch: 19/30, loss: 1.9073, acc: 0.9375
(TESTING) task: 3, epoch: 19/30, loss: 1.9068, acc: 0.9389
(TESTING) task: 3, epoch: 19/30, loss: 1.9042, acc: 0.9403
(TESTING) task: 3, epoch: 19/30, loss: 1.9065, acc: 0.9375
(TESTING) task: 3, epoch: 19/30, loss: 1.9072, acc: 0.9375
(TESTING) task: 3, epoch: 19/30, loss: 1.9090, acc: 0.9362
(TESTING) task: 3, epoch: 19/30, loss: 1.9100, acc: 0.9362
(TESTING) task: 3, epoch: 19/30, loss: 1.9113, acc: 0.9363
(TESTING) task: 3, epoch: 19/30, loss: 1.9122, acc: 0.9350
(TESTING) task: 3, epoch: 19/30, loss: 1.9115, acc: 0.9351
(TESTING) task: 3, epoch: 19/30, loss: 1.9122, acc: 0.9340
(TESTING) task: 3, epoch: 19/30, loss: 1.9133, acc: 0.9340
(TESTING) task: 3, epoch: 19/30, loss: 1.9132, acc: 0.9330
(TESTING) task: 3, epoch: 19/30, loss: 1.9138, acc: 0.9330
(TESTING) task: 3, epoch: 19/30, loss: 1.9149, acc: 0.9331
(TESTING) task: 3, epoch: 19/30, loss: 1.9156, acc: 0.9321
(TESTING) task: 3, epoch: 19/30, loss: 1.9140, acc: 0.9333
(TESTING) task: 3, epoch: 19/30, loss: 1.9141, acc: 0.9323
(TESTING) task: 3, epoch: 19/30, loss: 1.9149, acc: 0.9324
(TESTING) task: 3, epoch: 19/30, loss: 1.9158, acc: 0.9325
(TESTING) task: 3, epoch: 19/30, loss: 1.9151, acc: 0.9335
(TRAINING) task: 3, epoch: 20/30, loss: 1.9314, acc: 0.9258
(TRAINING) task: 3, epoch: 20/30, loss: 1.9047, acc: 0.9453
(TRAINING) task: 3, epoch: 20/30, loss: 1.8998, acc: 0.9440
(TRAINING) task: 3, epoch: 20/30, loss: 1.9026, acc: 0.9424
(TRAINING) task: 3, epoch: 20/30, loss: 1.9014, acc: 0.9437
(TRAINING) task: 3, epoch: 20/30, loss: 1.9004, acc: 0.9427
(TRAINING) task: 3, epoch: 20/30, loss: 1.9005, acc: 0.9408
(TRAINING) task: 3, epoch: 20/30, loss: 1.9016, acc: 0.9414
(TRAINING) task: 3, epoch: 20/30, loss: 1.9025, acc: 0.9423
(TRAINING) task: 3, epoch: 20/30, loss: 1.9032, acc: 0.9410
(TRAINING) task: 3, epoch: 20/30, loss: 1.9023, acc: 0.9439
(TRAINING) task: 3, epoch: 20/30, loss: 1.9009, acc: 0.9437
(TRAINING) task: 3, epoch: 20/30, loss: 1.9014, acc: 0.9438
(TRAINING) task: 3, epoch: 20/30, loss: 1.8993, acc: 0.9459
(TRAINING) task: 3, epoch: 20/30, loss: 1.9000, acc: 0.9461
(TRAINING) task: 3, epoch: 20/30, loss: 1.8991, acc: 0.9473
(TRAINING) task: 3, epoch: 20/30, loss: 1.8981, acc: 0.9481
(TRAINING) task: 3, epoch: 20/30, loss: 1.8972, acc: 0.9497
(TRAINING) task: 3, epoch: 20/30, loss: 1.8967, acc: 0.9492
(TRAINING) task: 3, epoch: 20/30, loss: 1.8963, acc: 0.9507
(TESTING) task: 3, epoch: 20/30, loss: 1.9355, acc: 0.9375
(TESTING) task: 3, epoch: 20/30, loss: 1.8897, acc: 0.9688
(TESTING) task: 3, epoch: 20/30, loss: 1.8668, acc: 0.9792
(TESTING) task: 3, epoch: 20/30, loss: 1.8842, acc: 0.9688
(TESTING) task: 3, epoch: 20/30, loss: 1.8730, acc: 0.9750
(TESTING) task: 3, epoch: 20/30, loss: 1.8671, acc: 0.9688
(TESTING) task: 3, epoch: 20/30, loss: 1.8720, acc: 0.9554
(TESTING) task: 3, epoch: 20/30, loss: 1.8687, acc: 0.9609
(TESTING) task: 3, epoch: 20/30, loss: 1.8789, acc: 0.9583
(TESTING) task: 3, epoch: 20/30, loss: 1.8761, acc: 0.9625
(TESTING) task: 3, epoch: 20/30, loss: 1.8775, acc: 0.9659
(TESTING) task: 3, epoch: 20/30, loss: 1.8747, acc: 0.9635
(TESTING) task: 3, epoch: 20/30, loss: 1.8724, acc: 0.9663
(TESTING) task: 3, epoch: 20/30, loss: 1.8789, acc: 0.9643
(TESTING) task: 3, epoch: 20/30, loss: 1.8796, acc: 0.9625
(TESTING) task: 3, epoch: 20/30, loss: 1.8801, acc: 0.9648
(TESTING) task: 3, epoch: 20/30, loss: 1.8809, acc: 0.9596
(TESTING) task: 3, epoch: 20/30, loss: 1.8816, acc: 0.9618
(TESTING) task: 3, epoch: 20/30, loss: 1.8834, acc: 0.9605
(TESTING) task: 3, epoch: 20/30, loss: 1.8817, acc: 0.9625
(TESTING) task: 3, epoch: 20/30, loss: 1.8851, acc: 0.9583
(TESTING) task: 3, epoch: 20/30, loss: 1.8866, acc: 0.9574
(TESTING) task: 3, epoch: 20/30, loss: 1.8888, acc: 0.9538
(TESTING) task: 3, epoch: 20/30, loss: 1.8878, acc: 0.9531
(TESTING) task: 3, epoch: 20/30, loss: 1.8889, acc: 0.9525
(TESTING) task: 3, epoch: 20/30, loss: 1.8900, acc: 0.9543
(TESTING) task: 3, epoch: 20/30, loss: 1.8914, acc: 0.9514
(TESTING) task: 3, epoch: 20/30, loss: 1.8898, acc: 0.9531
(TESTING) task: 3, epoch: 20/30, loss: 1.8900, acc: 0.9483
(TESTING) task: 3, epoch: 20/30, loss: 1.8905, acc: 0.9479
(TESTING) task: 3, epoch: 20/30, loss: 1.8921, acc: 0.9476
(TESTING) task: 3, epoch: 20/30, loss: 1.8928, acc: 0.9492
(TESTING) task: 3, epoch: 20/30, loss: 1.8952, acc: 0.9508
(TESTING) task: 3, epoch: 20/30, loss: 1.8930, acc: 0.9504
(TESTING) task: 3, epoch: 20/30, loss: 1.8938, acc: 0.9518
(TESTING) task: 3, epoch: 20/30, loss: 1.8955, acc: 0.9497
(TESTING) task: 3, epoch: 20/30, loss: 1.8947, acc: 0.9510
(TESTING) task: 3, epoch: 20/30, loss: 1.8945, acc: 0.9523
(TESTING) task: 3, epoch: 20/30, loss: 1.8943, acc: 0.9519
(TESTING) task: 3, epoch: 20/30, loss: 1.8946, acc: 0.9516
(TESTING) task: 3, epoch: 20/30, loss: 1.8944, acc: 0.9512
(TESTING) task: 3, epoch: 20/30, loss: 1.8965, acc: 0.9509
(TESTING) task: 3, epoch: 20/30, loss: 1.8953, acc: 0.9520
(TESTING) task: 3, epoch: 20/30, loss: 1.8967, acc: 0.9489
(TESTING) task: 3, epoch: 20/30, loss: 1.8963, acc: 0.9500
(TESTING) task: 3, epoch: 20/30, loss: 1.8951, acc: 0.9497
(TESTING) task: 3, epoch: 20/30, loss: 1.8946, acc: 0.9495
(TESTING) task: 3, epoch: 20/30, loss: 1.8937, acc: 0.9505
(TESTING) task: 3, epoch: 20/30, loss: 1.8928, acc: 0.9503
(TESTING) task: 3, epoch: 20/30, loss: 1.8929, acc: 0.9513
(TESTING) task: 3, epoch: 20/30, loss: 1.8930, acc: 0.9498
(TESTING) task: 3, epoch: 20/30, loss: 1.8935, acc: 0.9507
(TESTING) task: 3, epoch: 20/30, loss: 1.8921, acc: 0.9517
(TESTING) task: 3, epoch: 20/30, loss: 1.8919, acc: 0.9514
(TESTING) task: 3, epoch: 20/30, loss: 1.8916, acc: 0.9523
(TESTING) task: 3, epoch: 20/30, loss: 1.8931, acc: 0.9531
(TESTING) task: 3, epoch: 20/30, loss: 1.8939, acc: 0.9529
(TESTING) task: 3, epoch: 20/30, loss: 1.8938, acc: 0.9537
(TESTING) task: 3, epoch: 20/30, loss: 1.8938, acc: 0.9534
(TESTING) task: 3, epoch: 20/30, loss: 1.8957, acc: 0.9490
(TESTING) task: 3, epoch: 20/30, loss: 1.8961, acc: 0.9488
(TESTING) task: 3, epoch: 20/30, loss: 1.8977, acc: 0.9466
(TESTING) task: 3, epoch: 20/30, loss: 1.8978, acc: 0.9474
(TRAINING) task: 3, epoch: 21/30, loss: 1.8836, acc: 0.9609
(TRAINING) task: 3, epoch: 21/30, loss: 1.8815, acc: 0.9453
(TRAINING) task: 3, epoch: 21/30, loss: 1.8833, acc: 0.9492
(TRAINING) task: 3, epoch: 21/30, loss: 1.8822, acc: 0.9512
(TRAINING) task: 3, epoch: 21/30, loss: 1.8837, acc: 0.9523
(TRAINING) task: 3, epoch: 21/30, loss: 1.8853, acc: 0.9538
(TRAINING) task: 3, epoch: 21/30, loss: 1.8831, acc: 0.9554
(TRAINING) task: 3, epoch: 21/30, loss: 1.8832, acc: 0.9565
(TRAINING) task: 3, epoch: 21/30, loss: 1.8836, acc: 0.9570
(TRAINING) task: 3, epoch: 21/30, loss: 1.8843, acc: 0.9563
(TRAINING) task: 3, epoch: 21/30, loss: 1.8834, acc: 0.9560
(TRAINING) task: 3, epoch: 21/30, loss: 1.8838, acc: 0.9564
(TRAINING) task: 3, epoch: 21/30, loss: 1.8844, acc: 0.9561
(TRAINING) task: 3, epoch: 21/30, loss: 1.8847, acc: 0.9559
(TRAINING) task: 3, epoch: 21/30, loss: 1.8845, acc: 0.9563
(TRAINING) task: 3, epoch: 21/30, loss: 1.8838, acc: 0.9561
(TRAINING) task: 3, epoch: 21/30, loss: 1.8842, acc: 0.9561
(TRAINING) task: 3, epoch: 21/30, loss: 1.8839, acc: 0.9564
(TRAINING) task: 3, epoch: 21/30, loss: 1.8847, acc: 0.9550
(TRAINING) task: 3, epoch: 21/30, loss: 1.8849, acc: 0.9543
(TESTING) task: 3, epoch: 21/30, loss: 1.8559, acc: 0.9375
(TESTING) task: 3, epoch: 21/30, loss: 1.8880, acc: 0.9375
(TESTING) task: 3, epoch: 21/30, loss: 1.8950, acc: 0.9167
(TESTING) task: 3, epoch: 21/30, loss: 1.9104, acc: 0.9062
(TESTING) task: 3, epoch: 21/30, loss: 1.9022, acc: 0.9125
(TESTING) task: 3, epoch: 21/30, loss: 1.8947, acc: 0.9271
(TESTING) task: 3, epoch: 21/30, loss: 1.8885, acc: 0.9286
(TESTING) task: 3, epoch: 21/30, loss: 1.8894, acc: 0.9297
(TESTING) task: 3, epoch: 21/30, loss: 1.8912, acc: 0.9375
(TESTING) task: 3, epoch: 21/30, loss: 1.8949, acc: 0.9437
(TESTING) task: 3, epoch: 21/30, loss: 1.8970, acc: 0.9375
(TESTING) task: 3, epoch: 21/30, loss: 1.8976, acc: 0.9427
(TESTING) task: 3, epoch: 21/30, loss: 1.8925, acc: 0.9471
(TESTING) task: 3, epoch: 21/30, loss: 1.8968, acc: 0.9464
(TESTING) task: 3, epoch: 21/30, loss: 1.8955, acc: 0.9458
(TESTING) task: 3, epoch: 21/30, loss: 1.8966, acc: 0.9492
(TESTING) task: 3, epoch: 21/30, loss: 1.8943, acc: 0.9485
(TESTING) task: 3, epoch: 21/30, loss: 1.8913, acc: 0.9514
(TESTING) task: 3, epoch: 21/30, loss: 1.8897, acc: 0.9539
(TESTING) task: 3, epoch: 21/30, loss: 1.8931, acc: 0.9531
(TESTING) task: 3, epoch: 21/30, loss: 1.8917, acc: 0.9554
(TESTING) task: 3, epoch: 21/30, loss: 1.8932, acc: 0.9574
(TESTING) task: 3, epoch: 21/30, loss: 1.8935, acc: 0.9592
(TESTING) task: 3, epoch: 21/30, loss: 1.8943, acc: 0.9583
(TESTING) task: 3, epoch: 21/30, loss: 1.8940, acc: 0.9600
(TESTING) task: 3, epoch: 21/30, loss: 1.8953, acc: 0.9615
(TESTING) task: 3, epoch: 21/30, loss: 1.8934, acc: 0.9630
(TESTING) task: 3, epoch: 21/30, loss: 1.8938, acc: 0.9621
(TESTING) task: 3, epoch: 21/30, loss: 1.8945, acc: 0.9634
(TESTING) task: 3, epoch: 21/30, loss: 1.8944, acc: 0.9625
(TESTING) task: 3, epoch: 21/30, loss: 1.8958, acc: 0.9617
(TESTING) task: 3, epoch: 21/30, loss: 1.8951, acc: 0.9609
(TESTING) task: 3, epoch: 21/30, loss: 1.8952, acc: 0.9564
(TESTING) task: 3, epoch: 21/30, loss: 1.8986, acc: 0.9540
(TESTING) task: 3, epoch: 21/30, loss: 1.8988, acc: 0.9554
(TESTING) task: 3, epoch: 21/30, loss: 1.8979, acc: 0.9549
(TESTING) task: 3, epoch: 21/30, loss: 1.8979, acc: 0.9561
(TESTING) task: 3, epoch: 21/30, loss: 1.8969, acc: 0.9556
(TESTING) task: 3, epoch: 21/30, loss: 1.8980, acc: 0.9503
(TESTING) task: 3, epoch: 21/30, loss: 1.8972, acc: 0.9516
(TESTING) task: 3, epoch: 21/30, loss: 1.8971, acc: 0.9512
(TESTING) task: 3, epoch: 21/30, loss: 1.8969, acc: 0.9509
(TESTING) task: 3, epoch: 21/30, loss: 1.8949, acc: 0.9520
(TESTING) task: 3, epoch: 21/30, loss: 1.8932, acc: 0.9531
(TESTING) task: 3, epoch: 21/30, loss: 1.8936, acc: 0.9528
(TESTING) task: 3, epoch: 21/30, loss: 1.8932, acc: 0.9511
(TESTING) task: 3, epoch: 21/30, loss: 1.8932, acc: 0.9508
(TESTING) task: 3, epoch: 21/30, loss: 1.8917, acc: 0.9518
(TESTING) task: 3, epoch: 21/30, loss: 1.8904, acc: 0.9515
(TESTING) task: 3, epoch: 21/30, loss: 1.8898, acc: 0.9513
(TESTING) task: 3, epoch: 21/30, loss: 1.8885, acc: 0.9522
(TESTING) task: 3, epoch: 21/30, loss: 1.8905, acc: 0.9507
(TESTING) task: 3, epoch: 21/30, loss: 1.8894, acc: 0.9517
(TESTING) task: 3, epoch: 21/30, loss: 1.8886, acc: 0.9525
(TESTING) task: 3, epoch: 21/30, loss: 1.8883, acc: 0.9534
(TESTING) task: 3, epoch: 21/30, loss: 1.8882, acc: 0.9520
(TESTING) task: 3, epoch: 21/30, loss: 1.8873, acc: 0.9529
(TESTING) task: 3, epoch: 21/30, loss: 1.8887, acc: 0.9515
(TESTING) task: 3, epoch: 21/30, loss: 1.8904, acc: 0.9492
(TESTING) task: 3, epoch: 21/30, loss: 1.8898, acc: 0.9479
(TESTING) task: 3, epoch: 21/30, loss: 1.8898, acc: 0.9467
(TESTING) task: 3, epoch: 21/30, loss: 1.8901, acc: 0.9456
(TESTING) task: 3, epoch: 21/30, loss: 1.8898, acc: 0.9464
(TRAINING) task: 3, epoch: 22/30, loss: 1.8849, acc: 0.9570
(TRAINING) task: 3, epoch: 22/30, loss: 1.8797, acc: 0.9512
(TRAINING) task: 3, epoch: 22/30, loss: 1.8787, acc: 0.9544
(TRAINING) task: 3, epoch: 22/30, loss: 1.8795, acc: 0.9531
(TRAINING) task: 3, epoch: 22/30, loss: 1.8808, acc: 0.9531
(TRAINING) task: 3, epoch: 22/30, loss: 1.8787, acc: 0.9538
(TRAINING) task: 3, epoch: 22/30, loss: 1.8769, acc: 0.9537
(TRAINING) task: 3, epoch: 22/30, loss: 1.8769, acc: 0.9541
(TRAINING) task: 3, epoch: 22/30, loss: 1.8753, acc: 0.9544
(TRAINING) task: 3, epoch: 22/30, loss: 1.8747, acc: 0.9539
(TRAINING) task: 3, epoch: 22/30, loss: 1.8741, acc: 0.9535
(TRAINING) task: 3, epoch: 22/30, loss: 1.8741, acc: 0.9528
(TRAINING) task: 3, epoch: 22/30, loss: 1.8729, acc: 0.9531
(TRAINING) task: 3, epoch: 22/30, loss: 1.8736, acc: 0.9542
(TRAINING) task: 3, epoch: 22/30, loss: 1.8737, acc: 0.9534
(TRAINING) task: 3, epoch: 22/30, loss: 1.8729, acc: 0.9529
(TRAINING) task: 3, epoch: 22/30, loss: 1.8727, acc: 0.9522
(TRAINING) task: 3, epoch: 22/30, loss: 1.8715, acc: 0.9527
(TRAINING) task: 3, epoch: 22/30, loss: 1.8710, acc: 0.9523
(TRAINING) task: 3, epoch: 22/30, loss: 1.8704, acc: 0.9528
(TESTING) task: 3, epoch: 22/30, loss: 1.7714, acc: 1.0000
(TESTING) task: 3, epoch: 22/30, loss: 1.8085, acc: 0.9688
(TESTING) task: 3, epoch: 22/30, loss: 1.8425, acc: 0.8958
(TESTING) task: 3, epoch: 22/30, loss: 1.8387, acc: 0.9219
(TESTING) task: 3, epoch: 22/30, loss: 1.8517, acc: 0.9125
(TESTING) task: 3, epoch: 22/30, loss: 1.8583, acc: 0.9271
(TESTING) task: 3, epoch: 22/30, loss: 1.8643, acc: 0.9196
(TESTING) task: 3, epoch: 22/30, loss: 1.8600, acc: 0.9219
(TESTING) task: 3, epoch: 22/30, loss: 1.8655, acc: 0.9167
(TESTING) task: 3, epoch: 22/30, loss: 1.8613, acc: 0.9187
(TESTING) task: 3, epoch: 22/30, loss: 1.8722, acc: 0.9091
(TESTING) task: 3, epoch: 22/30, loss: 1.8673, acc: 0.9167
(TESTING) task: 3, epoch: 22/30, loss: 1.8676, acc: 0.9183
(TESTING) task: 3, epoch: 22/30, loss: 1.8662, acc: 0.9241
(TESTING) task: 3, epoch: 22/30, loss: 1.8697, acc: 0.9250
(TESTING) task: 3, epoch: 22/30, loss: 1.8707, acc: 0.9219
(TESTING) task: 3, epoch: 22/30, loss: 1.8687, acc: 0.9228
(TESTING) task: 3, epoch: 22/30, loss: 1.8691, acc: 0.9201
(TESTING) task: 3, epoch: 22/30, loss: 1.8692, acc: 0.9243
(TESTING) task: 3, epoch: 22/30, loss: 1.8700, acc: 0.9281
(TESTING) task: 3, epoch: 22/30, loss: 1.8692, acc: 0.9286
(TESTING) task: 3, epoch: 22/30, loss: 1.8672, acc: 0.9261
(TESTING) task: 3, epoch: 22/30, loss: 1.8693, acc: 0.9239
(TESTING) task: 3, epoch: 22/30, loss: 1.8674, acc: 0.9271
(TESTING) task: 3, epoch: 22/30, loss: 1.8654, acc: 0.9250
(TESTING) task: 3, epoch: 22/30, loss: 1.8641, acc: 0.9255
(TESTING) task: 3, epoch: 22/30, loss: 1.8638, acc: 0.9282
(TESTING) task: 3, epoch: 22/30, loss: 1.8648, acc: 0.9286
(TESTING) task: 3, epoch: 22/30, loss: 1.8645, acc: 0.9289
(TESTING) task: 3, epoch: 22/30, loss: 1.8645, acc: 0.9292
(TESTING) task: 3, epoch: 22/30, loss: 1.8684, acc: 0.9294
(TESTING) task: 3, epoch: 22/30, loss: 1.8684, acc: 0.9277
(TESTING) task: 3, epoch: 22/30, loss: 1.8695, acc: 0.9261
(TESTING) task: 3, epoch: 22/30, loss: 1.8710, acc: 0.9246
(TESTING) task: 3, epoch: 22/30, loss: 1.8698, acc: 0.9250
(TESTING) task: 3, epoch: 22/30, loss: 1.8704, acc: 0.9236
(TESTING) task: 3, epoch: 22/30, loss: 1.8675, acc: 0.9257
(TESTING) task: 3, epoch: 22/30, loss: 1.8653, acc: 0.9276
(TESTING) task: 3, epoch: 22/30, loss: 1.8657, acc: 0.9295
(TESTING) task: 3, epoch: 22/30, loss: 1.8659, acc: 0.9297
(TESTING) task: 3, epoch: 22/30, loss: 1.8664, acc: 0.9314
(TESTING) task: 3, epoch: 22/30, loss: 1.8690, acc: 0.9301
(TESTING) task: 3, epoch: 22/30, loss: 1.8694, acc: 0.9302
(TESTING) task: 3, epoch: 22/30, loss: 1.8678, acc: 0.9318
(TESTING) task: 3, epoch: 22/30, loss: 1.8691, acc: 0.9306
(TESTING) task: 3, epoch: 22/30, loss: 1.8701, acc: 0.9280
(TESTING) task: 3, epoch: 22/30, loss: 1.8702, acc: 0.9282
(TESTING) task: 3, epoch: 22/30, loss: 1.8724, acc: 0.9258
(TESTING) task: 3, epoch: 22/30, loss: 1.8723, acc: 0.9260
(TESTING) task: 3, epoch: 22/30, loss: 1.8715, acc: 0.9263
(TESTING) task: 3, epoch: 22/30, loss: 1.8705, acc: 0.9277
(TESTING) task: 3, epoch: 22/30, loss: 1.8713, acc: 0.9267
(TESTING) task: 3, epoch: 22/30, loss: 1.8726, acc: 0.9269
(TESTING) task: 3, epoch: 22/30, loss: 1.8723, acc: 0.9282
(TESTING) task: 3, epoch: 22/30, loss: 1.8723, acc: 0.9284
(TESTING) task: 3, epoch: 22/30, loss: 1.8732, acc: 0.9275
(TESTING) task: 3, epoch: 22/30, loss: 1.8730, acc: 0.9276
(TESTING) task: 3, epoch: 22/30, loss: 1.8727, acc: 0.9289
(TESTING) task: 3, epoch: 22/30, loss: 1.8732, acc: 0.9290
(TESTING) task: 3, epoch: 22/30, loss: 1.8727, acc: 0.9271
(TESTING) task: 3, epoch: 22/30, loss: 1.8722, acc: 0.9262
(TESTING) task: 3, epoch: 22/30, loss: 1.8716, acc: 0.9274
(TESTING) task: 3, epoch: 22/30, loss: 1.8708, acc: 0.9266
(TRAINING) task: 3, epoch: 23/30, loss: 1.8380, acc: 0.9492
(TRAINING) task: 3, epoch: 23/30, loss: 1.8525, acc: 0.9473
(TRAINING) task: 3, epoch: 23/30, loss: 1.8498, acc: 0.9531
(TRAINING) task: 3, epoch: 23/30, loss: 1.8525, acc: 0.9473
(TRAINING) task: 3, epoch: 23/30, loss: 1.8527, acc: 0.9492
(TRAINING) task: 3, epoch: 23/30, loss: 1.8527, acc: 0.9473
(TRAINING) task: 3, epoch: 23/30, loss: 1.8538, acc: 0.9453
(TRAINING) task: 3, epoch: 23/30, loss: 1.8530, acc: 0.9468
(TRAINING) task: 3, epoch: 23/30, loss: 1.8528, acc: 0.9431
(TRAINING) task: 3, epoch: 23/30, loss: 1.8508, acc: 0.9414
(TRAINING) task: 3, epoch: 23/30, loss: 1.8514, acc: 0.9396
(TRAINING) task: 3, epoch: 23/30, loss: 1.8506, acc: 0.9395
(TRAINING) task: 3, epoch: 23/30, loss: 1.8512, acc: 0.9399
(TRAINING) task: 3, epoch: 23/30, loss: 1.8515, acc: 0.9386
(TRAINING) task: 3, epoch: 23/30, loss: 1.8516, acc: 0.9380
(TRAINING) task: 3, epoch: 23/30, loss: 1.8520, acc: 0.9377
(TRAINING) task: 3, epoch: 23/30, loss: 1.8513, acc: 0.9366
(TRAINING) task: 3, epoch: 23/30, loss: 1.8521, acc: 0.9362
(TRAINING) task: 3, epoch: 23/30, loss: 1.8523, acc: 0.9369
(TRAINING) task: 3, epoch: 23/30, loss: 1.8516, acc: 0.9353
(TESTING) task: 3, epoch: 23/30, loss: 1.8522, acc: 0.9375
(TESTING) task: 3, epoch: 23/30, loss: 1.8607, acc: 0.9062
(TESTING) task: 3, epoch: 23/30, loss: 1.8759, acc: 0.8958
(TESTING) task: 3, epoch: 23/30, loss: 1.8769, acc: 0.9062
(TESTING) task: 3, epoch: 23/30, loss: 1.8726, acc: 0.9125
(TESTING) task: 3, epoch: 23/30, loss: 1.8764, acc: 0.9062
(TESTING) task: 3, epoch: 23/30, loss: 1.8771, acc: 0.9107
(TESTING) task: 3, epoch: 23/30, loss: 1.8779, acc: 0.9219
(TESTING) task: 3, epoch: 23/30, loss: 1.8766, acc: 0.9167
(TESTING) task: 3, epoch: 23/30, loss: 1.8747, acc: 0.9187
(TESTING) task: 3, epoch: 23/30, loss: 1.8755, acc: 0.9091
(TESTING) task: 3, epoch: 23/30, loss: 1.8732, acc: 0.9115
(TESTING) task: 3, epoch: 23/30, loss: 1.8724, acc: 0.9087
(TESTING) task: 3, epoch: 23/30, loss: 1.8681, acc: 0.9107
(TESTING) task: 3, epoch: 23/30, loss: 1.8678, acc: 0.9000
(TESTING) task: 3, epoch: 23/30, loss: 1.8707, acc: 0.8945
(TESTING) task: 3, epoch: 23/30, loss: 1.8719, acc: 0.8897
(TESTING) task: 3, epoch: 23/30, loss: 1.8727, acc: 0.8889
(TESTING) task: 3, epoch: 23/30, loss: 1.8716, acc: 0.8882
(TESTING) task: 3, epoch: 23/30, loss: 1.8699, acc: 0.8906
(TESTING) task: 3, epoch: 23/30, loss: 1.8676, acc: 0.8958
(TESTING) task: 3, epoch: 23/30, loss: 1.8664, acc: 0.8977
(TESTING) task: 3, epoch: 23/30, loss: 1.8720, acc: 0.8913
(TESTING) task: 3, epoch: 23/30, loss: 1.8678, acc: 0.8958
(TESTING) task: 3, epoch: 23/30, loss: 1.8678, acc: 0.8950
(TESTING) task: 3, epoch: 23/30, loss: 1.8657, acc: 0.8990
(TESTING) task: 3, epoch: 23/30, loss: 1.8641, acc: 0.9028
(TESTING) task: 3, epoch: 23/30, loss: 1.8635, acc: 0.9040
(TESTING) task: 3, epoch: 23/30, loss: 1.8604, acc: 0.9052
(TESTING) task: 3, epoch: 23/30, loss: 1.8655, acc: 0.8917
(TESTING) task: 3, epoch: 23/30, loss: 1.8680, acc: 0.8911
(TESTING) task: 3, epoch: 23/30, loss: 1.8681, acc: 0.8926
(TESTING) task: 3, epoch: 23/30, loss: 1.8662, acc: 0.8958
(TESTING) task: 3, epoch: 23/30, loss: 1.8682, acc: 0.8952
(TESTING) task: 3, epoch: 23/30, loss: 1.8686, acc: 0.8929
(TESTING) task: 3, epoch: 23/30, loss: 1.8672, acc: 0.8924
(TESTING) task: 3, epoch: 23/30, loss: 1.8677, acc: 0.8936
(TESTING) task: 3, epoch: 23/30, loss: 1.8667, acc: 0.8931
(TESTING) task: 3, epoch: 23/30, loss: 1.8676, acc: 0.8910
(TESTING) task: 3, epoch: 23/30, loss: 1.8672, acc: 0.8906
(TESTING) task: 3, epoch: 23/30, loss: 1.8662, acc: 0.8918
(TESTING) task: 3, epoch: 23/30, loss: 1.8658, acc: 0.8929
(TESTING) task: 3, epoch: 23/30, loss: 1.8651, acc: 0.8924
(TESTING) task: 3, epoch: 23/30, loss: 1.8658, acc: 0.8892
(TESTING) task: 3, epoch: 23/30, loss: 1.8669, acc: 0.8903
(TESTING) task: 3, epoch: 23/30, loss: 1.8676, acc: 0.8913
(TESTING) task: 3, epoch: 23/30, loss: 1.8690, acc: 0.8896
(TESTING) task: 3, epoch: 23/30, loss: 1.8683, acc: 0.8919
(TESTING) task: 3, epoch: 23/30, loss: 1.8676, acc: 0.8929
(TESTING) task: 3, epoch: 23/30, loss: 1.8669, acc: 0.8950
(TESTING) task: 3, epoch: 23/30, loss: 1.8685, acc: 0.8946
(TESTING) task: 3, epoch: 23/30, loss: 1.8673, acc: 0.8966
(TESTING) task: 3, epoch: 23/30, loss: 1.8664, acc: 0.8962
(TESTING) task: 3, epoch: 23/30, loss: 1.8655, acc: 0.8981
(TESTING) task: 3, epoch: 23/30, loss: 1.8656, acc: 0.9000
(TESTING) task: 3, epoch: 23/30, loss: 1.8652, acc: 0.8984
(TESTING) task: 3, epoch: 23/30, loss: 1.8668, acc: 0.8958
(TESTING) task: 3, epoch: 23/30, loss: 1.8667, acc: 0.8966
(TESTING) task: 3, epoch: 23/30, loss: 1.8667, acc: 0.8972
(TESTING) task: 3, epoch: 23/30, loss: 1.8665, acc: 0.8990
(TESTING) task: 3, epoch: 23/30, loss: 1.8651, acc: 0.8986
(TESTING) task: 3, epoch: 23/30, loss: 1.8659, acc: 0.8982
(TESTING) task: 3, epoch: 23/30, loss: 1.8646, acc: 0.8978
(TRAINING) task: 3, epoch: 24/30, loss: 1.8386, acc: 0.9375
(TRAINING) task: 3, epoch: 24/30, loss: 1.8425, acc: 0.9258
(TRAINING) task: 3, epoch: 24/30, loss: 1.8463, acc: 0.9206
(TRAINING) task: 3, epoch: 24/30, loss: 1.8440, acc: 0.9248
(TRAINING) task: 3, epoch: 24/30, loss: 1.8433, acc: 0.9227
(TRAINING) task: 3, epoch: 24/30, loss: 1.8447, acc: 0.9303
(TRAINING) task: 3, epoch: 24/30, loss: 1.8434, acc: 0.9314
(TRAINING) task: 3, epoch: 24/30, loss: 1.8457, acc: 0.9277
(TRAINING) task: 3, epoch: 24/30, loss: 1.8470, acc: 0.9301
(TRAINING) task: 3, epoch: 24/30, loss: 1.8461, acc: 0.9316
(TRAINING) task: 3, epoch: 24/30, loss: 1.8443, acc: 0.9322
(TRAINING) task: 3, epoch: 24/30, loss: 1.8450, acc: 0.9316
(TRAINING) task: 3, epoch: 24/30, loss: 1.8454, acc: 0.9309
(TRAINING) task: 3, epoch: 24/30, loss: 1.8441, acc: 0.9311
(TRAINING) task: 3, epoch: 24/30, loss: 1.8449, acc: 0.9297
(TRAINING) task: 3, epoch: 24/30, loss: 1.8453, acc: 0.9272
(TRAINING) task: 3, epoch: 24/30, loss: 1.8459, acc: 0.9272
(TRAINING) task: 3, epoch: 24/30, loss: 1.8458, acc: 0.9271
(TRAINING) task: 3, epoch: 24/30, loss: 1.8451, acc: 0.9272
(TRAINING) task: 3, epoch: 24/30, loss: 1.8468, acc: 0.9250
(TESTING) task: 3, epoch: 24/30, loss: 1.8030, acc: 0.9375
(TESTING) task: 3, epoch: 24/30, loss: 1.8097, acc: 0.9062
(TESTING) task: 3, epoch: 24/30, loss: 1.8301, acc: 0.8958
(TESTING) task: 3, epoch: 24/30, loss: 1.8533, acc: 0.9219
(TESTING) task: 3, epoch: 24/30, loss: 1.8548, acc: 0.9250
(TESTING) task: 3, epoch: 24/30, loss: 1.8499, acc: 0.9271
(TESTING) task: 3, epoch: 24/30, loss: 1.8407, acc: 0.9286
(TESTING) task: 3, epoch: 24/30, loss: 1.8311, acc: 0.9297
(TESTING) task: 3, epoch: 24/30, loss: 1.8338, acc: 0.9167
(TESTING) task: 3, epoch: 24/30, loss: 1.8407, acc: 0.9062
(TESTING) task: 3, epoch: 24/30, loss: 1.8399, acc: 0.9148
(TESTING) task: 3, epoch: 24/30, loss: 1.8362, acc: 0.9062
(TESTING) task: 3, epoch: 24/30, loss: 1.8358, acc: 0.9038
(TESTING) task: 3, epoch: 24/30, loss: 1.8336, acc: 0.9062
(TESTING) task: 3, epoch: 24/30, loss: 1.8330, acc: 0.9042
(TESTING) task: 3, epoch: 24/30, loss: 1.8305, acc: 0.9062
(TESTING) task: 3, epoch: 24/30, loss: 1.8319, acc: 0.9081
(TESTING) task: 3, epoch: 24/30, loss: 1.8377, acc: 0.9097
(TESTING) task: 3, epoch: 24/30, loss: 1.8389, acc: 0.9079
(TESTING) task: 3, epoch: 24/30, loss: 1.8412, acc: 0.9062
(TESTING) task: 3, epoch: 24/30, loss: 1.8418, acc: 0.9077
(TESTING) task: 3, epoch: 24/30, loss: 1.8438, acc: 0.9034
(TESTING) task: 3, epoch: 24/30, loss: 1.8467, acc: 0.8995
(TESTING) task: 3, epoch: 24/30, loss: 1.8465, acc: 0.9010
(TESTING) task: 3, epoch: 24/30, loss: 1.8482, acc: 0.9000
(TESTING) task: 3, epoch: 24/30, loss: 1.8483, acc: 0.8990
(TESTING) task: 3, epoch: 24/30, loss: 1.8501, acc: 0.9005
(TESTING) task: 3, epoch: 24/30, loss: 1.8479, acc: 0.9040
(TESTING) task: 3, epoch: 24/30, loss: 1.8459, acc: 0.9052
(TESTING) task: 3, epoch: 24/30, loss: 1.8448, acc: 0.9083
(TESTING) task: 3, epoch: 24/30, loss: 1.8461, acc: 0.9093
(TESTING) task: 3, epoch: 24/30, loss: 1.8494, acc: 0.9043
(TESTING) task: 3, epoch: 24/30, loss: 1.8482, acc: 0.9072
(TESTING) task: 3, epoch: 24/30, loss: 1.8463, acc: 0.9081
(TESTING) task: 3, epoch: 24/30, loss: 1.8460, acc: 0.9089
(TESTING) task: 3, epoch: 24/30, loss: 1.8448, acc: 0.9097
(TESTING) task: 3, epoch: 24/30, loss: 1.8447, acc: 0.9105
(TESTING) task: 3, epoch: 24/30, loss: 1.8468, acc: 0.9079
(TESTING) task: 3, epoch: 24/30, loss: 1.8461, acc: 0.9103
(TESTING) task: 3, epoch: 24/30, loss: 1.8457, acc: 0.9125
(TESTING) task: 3, epoch: 24/30, loss: 1.8470, acc: 0.9116
(TESTING) task: 3, epoch: 24/30, loss: 1.8478, acc: 0.9092
(TESTING) task: 3, epoch: 24/30, loss: 1.8479, acc: 0.9099
(TESTING) task: 3, epoch: 24/30, loss: 1.8496, acc: 0.9077
(TESTING) task: 3, epoch: 24/30, loss: 1.8494, acc: 0.9097
(TESTING) task: 3, epoch: 24/30, loss: 1.8479, acc: 0.9117
(TESTING) task: 3, epoch: 24/30, loss: 1.8492, acc: 0.9122
(TESTING) task: 3, epoch: 24/30, loss: 1.8486, acc: 0.9115
(TESTING) task: 3, epoch: 24/30, loss: 1.8491, acc: 0.9094
(TESTING) task: 3, epoch: 24/30, loss: 1.8491, acc: 0.9087
(TESTING) task: 3, epoch: 24/30, loss: 1.8501, acc: 0.9093
(TESTING) task: 3, epoch: 24/30, loss: 1.8507, acc: 0.9099
(TESTING) task: 3, epoch: 24/30, loss: 1.8511, acc: 0.9092
(TESTING) task: 3, epoch: 24/30, loss: 1.8527, acc: 0.9086
(TESTING) task: 3, epoch: 24/30, loss: 1.8542, acc: 0.9068
(TESTING) task: 3, epoch: 24/30, loss: 1.8553, acc: 0.9074
(TESTING) task: 3, epoch: 24/30, loss: 1.8553, acc: 0.9079
(TESTING) task: 3, epoch: 24/30, loss: 1.8543, acc: 0.9095
(TESTING) task: 3, epoch: 24/30, loss: 1.8547, acc: 0.9089
(TESTING) task: 3, epoch: 24/30, loss: 1.8554, acc: 0.9073
(TESTING) task: 3, epoch: 24/30, loss: 1.8548, acc: 0.9088
(TESTING) task: 3, epoch: 24/30, loss: 1.8545, acc: 0.9093
(TESTING) task: 3, epoch: 24/30, loss: 1.8540, acc: 0.9107
(TRAINING) task: 3, epoch: 25/30, loss: 1.8474, acc: 0.9297
(TRAINING) task: 3, epoch: 25/30, loss: 1.8473, acc: 0.9355
(TRAINING) task: 3, epoch: 25/30, loss: 1.8452, acc: 0.9323
(TRAINING) task: 3, epoch: 25/30, loss: 1.8437, acc: 0.9355
(TRAINING) task: 3, epoch: 25/30, loss: 1.8428, acc: 0.9375
(TRAINING) task: 3, epoch: 25/30, loss: 1.8396, acc: 0.9375
(TRAINING) task: 3, epoch: 25/30, loss: 1.8402, acc: 0.9358
(TRAINING) task: 3, epoch: 25/30, loss: 1.8412, acc: 0.9341
(TRAINING) task: 3, epoch: 25/30, loss: 1.8386, acc: 0.9362
(TRAINING) task: 3, epoch: 25/30, loss: 1.8370, acc: 0.9379
(TRAINING) task: 3, epoch: 25/30, loss: 1.8357, acc: 0.9379
(TRAINING) task: 3, epoch: 25/30, loss: 1.8360, acc: 0.9359
(TRAINING) task: 3, epoch: 25/30, loss: 1.8364, acc: 0.9351
(TRAINING) task: 3, epoch: 25/30, loss: 1.8351, acc: 0.9378
(TRAINING) task: 3, epoch: 25/30, loss: 1.8341, acc: 0.9372
(TRAINING) task: 3, epoch: 25/30, loss: 1.8335, acc: 0.9377
(TRAINING) task: 3, epoch: 25/30, loss: 1.8327, acc: 0.9396
(TRAINING) task: 3, epoch: 25/30, loss: 1.8319, acc: 0.9399
(TRAINING) task: 3, epoch: 25/30, loss: 1.8321, acc: 0.9389
(TRAINING) task: 3, epoch: 25/30, loss: 1.8321, acc: 0.9383
(TESTING) task: 3, epoch: 25/30, loss: 1.8764, acc: 0.8750
(TESTING) task: 3, epoch: 25/30, loss: 1.8761, acc: 0.9375
(TESTING) task: 3, epoch: 25/30, loss: 1.8618, acc: 0.9375
(TESTING) task: 3, epoch: 25/30, loss: 1.8432, acc: 0.9531
(TESTING) task: 3, epoch: 25/30, loss: 1.8317, acc: 0.9625
(TESTING) task: 3, epoch: 25/30, loss: 1.8475, acc: 0.9583
(TESTING) task: 3, epoch: 25/30, loss: 1.8644, acc: 0.9375
(TESTING) task: 3, epoch: 25/30, loss: 1.8589, acc: 0.9375
(TESTING) task: 3, epoch: 25/30, loss: 1.8600, acc: 0.9375
(TESTING) task: 3, epoch: 25/30, loss: 1.8567, acc: 0.9437
(TESTING) task: 3, epoch: 25/30, loss: 1.8574, acc: 0.9432
(TESTING) task: 3, epoch: 25/30, loss: 1.8606, acc: 0.9323
(TESTING) task: 3, epoch: 25/30, loss: 1.8572, acc: 0.9279
(TESTING) task: 3, epoch: 25/30, loss: 1.8556, acc: 0.9241
(TESTING) task: 3, epoch: 25/30, loss: 1.8579, acc: 0.9250
(TESTING) task: 3, epoch: 25/30, loss: 1.8583, acc: 0.9258
(TESTING) task: 3, epoch: 25/30, loss: 1.8518, acc: 0.9301
(TESTING) task: 3, epoch: 25/30, loss: 1.8529, acc: 0.9236
(TESTING) task: 3, epoch: 25/30, loss: 1.8503, acc: 0.9276
(TESTING) task: 3, epoch: 25/30, loss: 1.8499, acc: 0.9281
(TESTING) task: 3, epoch: 25/30, loss: 1.8489, acc: 0.9286
(TESTING) task: 3, epoch: 25/30, loss: 1.8471, acc: 0.9290
(TESTING) task: 3, epoch: 25/30, loss: 1.8497, acc: 0.9293
(TESTING) task: 3, epoch: 25/30, loss: 1.8483, acc: 0.9297
(TESTING) task: 3, epoch: 25/30, loss: 1.8489, acc: 0.9275
(TESTING) task: 3, epoch: 25/30, loss: 1.8495, acc: 0.9303
(TESTING) task: 3, epoch: 25/30, loss: 1.8519, acc: 0.9259
(TESTING) task: 3, epoch: 25/30, loss: 1.8502, acc: 0.9263
(TESTING) task: 3, epoch: 25/30, loss: 1.8478, acc: 0.9289
(TESTING) task: 3, epoch: 25/30, loss: 1.8495, acc: 0.9208
(TESTING) task: 3, epoch: 25/30, loss: 1.8465, acc: 0.9234
(TESTING) task: 3, epoch: 25/30, loss: 1.8445, acc: 0.9258
(TESTING) task: 3, epoch: 25/30, loss: 1.8438, acc: 0.9261
(TESTING) task: 3, epoch: 25/30, loss: 1.8434, acc: 0.9265
(TESTING) task: 3, epoch: 25/30, loss: 1.8414, acc: 0.9286
(TESTING) task: 3, epoch: 25/30, loss: 1.8424, acc: 0.9271
(TESTING) task: 3, epoch: 25/30, loss: 1.8429, acc: 0.9274
(TESTING) task: 3, epoch: 25/30, loss: 1.8432, acc: 0.9276
(TESTING) task: 3, epoch: 25/30, loss: 1.8437, acc: 0.9263
(TESTING) task: 3, epoch: 25/30, loss: 1.8432, acc: 0.9266
(TESTING) task: 3, epoch: 25/30, loss: 1.8431, acc: 0.9284
(TESTING) task: 3, epoch: 25/30, loss: 1.8430, acc: 0.9301
(TESTING) task: 3, epoch: 25/30, loss: 1.8418, acc: 0.9317
(TESTING) task: 3, epoch: 25/30, loss: 1.8425, acc: 0.9304
(TESTING) task: 3, epoch: 25/30, loss: 1.8407, acc: 0.9292
(TESTING) task: 3, epoch: 25/30, loss: 1.8415, acc: 0.9293
(TESTING) task: 3, epoch: 25/30, loss: 1.8398, acc: 0.9309
(TESTING) task: 3, epoch: 25/30, loss: 1.8397, acc: 0.9310
(TESTING) task: 3, epoch: 25/30, loss: 1.8402, acc: 0.9298
(TESTING) task: 3, epoch: 25/30, loss: 1.8398, acc: 0.9300
(TESTING) task: 3, epoch: 25/30, loss: 1.8403, acc: 0.9289
(TESTING) task: 3, epoch: 25/30, loss: 1.8407, acc: 0.9303
(TESTING) task: 3, epoch: 25/30, loss: 1.8406, acc: 0.9304
(TESTING) task: 3, epoch: 25/30, loss: 1.8400, acc: 0.9317
(TESTING) task: 3, epoch: 25/30, loss: 1.8398, acc: 0.9318
(TESTING) task: 3, epoch: 25/30, loss: 1.8396, acc: 0.9319
(TESTING) task: 3, epoch: 25/30, loss: 1.8403, acc: 0.9320
(TESTING) task: 3, epoch: 25/30, loss: 1.8404, acc: 0.9310
(TESTING) task: 3, epoch: 25/30, loss: 1.8409, acc: 0.9322
(TESTING) task: 3, epoch: 25/30, loss: 1.8417, acc: 0.9313
(TESTING) task: 3, epoch: 25/30, loss: 1.8429, acc: 0.9314
(TESTING) task: 3, epoch: 25/30, loss: 1.8417, acc: 0.9315
(TESTING) task: 3, epoch: 25/30, loss: 1.8421, acc: 0.9286
(TRAINING) task: 3, epoch: 26/30, loss: 1.8434, acc: 0.9297
(TRAINING) task: 3, epoch: 26/30, loss: 1.8410, acc: 0.9180
(TRAINING) task: 3, epoch: 26/30, loss: 1.8341, acc: 0.9258
(TRAINING) task: 3, epoch: 26/30, loss: 1.8301, acc: 0.9336
(TRAINING) task: 3, epoch: 26/30, loss: 1.8330, acc: 0.9359
(TRAINING) task: 3, epoch: 26/30, loss: 1.8330, acc: 0.9388
(TRAINING) task: 3, epoch: 26/30, loss: 1.8328, acc: 0.9408
(TRAINING) task: 3, epoch: 26/30, loss: 1.8305, acc: 0.9429
(TRAINING) task: 3, epoch: 26/30, loss: 1.8320, acc: 0.9436
(TRAINING) task: 3, epoch: 26/30, loss: 1.8304, acc: 0.9418
(TRAINING) task: 3, epoch: 26/30, loss: 1.8295, acc: 0.9421
(TRAINING) task: 3, epoch: 26/30, loss: 1.8280, acc: 0.9440
(TRAINING) task: 3, epoch: 26/30, loss: 1.8265, acc: 0.9444
(TRAINING) task: 3, epoch: 26/30, loss: 1.8261, acc: 0.9448
(TRAINING) task: 3, epoch: 26/30, loss: 1.8268, acc: 0.9443
(TRAINING) task: 3, epoch: 26/30, loss: 1.8264, acc: 0.9456
(TRAINING) task: 3, epoch: 26/30, loss: 1.8277, acc: 0.9455
(TRAINING) task: 3, epoch: 26/30, loss: 1.8268, acc: 0.9468
(TRAINING) task: 3, epoch: 26/30, loss: 1.8265, acc: 0.9465
(TRAINING) task: 3, epoch: 26/30, loss: 1.8268, acc: 0.9474
(TESTING) task: 3, epoch: 26/30, loss: 1.9896, acc: 0.8125
(TESTING) task: 3, epoch: 26/30, loss: 1.8934, acc: 0.8750
(TESTING) task: 3, epoch: 26/30, loss: 1.8943, acc: 0.8750
(TESTING) task: 3, epoch: 26/30, loss: 1.8968, acc: 0.8750
(TESTING) task: 3, epoch: 26/30, loss: 1.8709, acc: 0.9000
(TESTING) task: 3, epoch: 26/30, loss: 1.8710, acc: 0.9062
(TESTING) task: 3, epoch: 26/30, loss: 1.8742, acc: 0.9018
(TESTING) task: 3, epoch: 26/30, loss: 1.8742, acc: 0.8984
(TESTING) task: 3, epoch: 26/30, loss: 1.8683, acc: 0.9028
(TESTING) task: 3, epoch: 26/30, loss: 1.8615, acc: 0.9062
(TESTING) task: 3, epoch: 26/30, loss: 1.8573, acc: 0.9091
(TESTING) task: 3, epoch: 26/30, loss: 1.8505, acc: 0.9167
(TESTING) task: 3, epoch: 26/30, loss: 1.8433, acc: 0.9183
(TESTING) task: 3, epoch: 26/30, loss: 1.8408, acc: 0.9152
(TESTING) task: 3, epoch: 26/30, loss: 1.8421, acc: 0.9083
(TESTING) task: 3, epoch: 26/30, loss: 1.8424, acc: 0.9102
(TESTING) task: 3, epoch: 26/30, loss: 1.8451, acc: 0.9081
(TESTING) task: 3, epoch: 26/30, loss: 1.8472, acc: 0.9097
(TESTING) task: 3, epoch: 26/30, loss: 1.8499, acc: 0.9145
(TESTING) task: 3, epoch: 26/30, loss: 1.8523, acc: 0.9156
(TESTING) task: 3, epoch: 26/30, loss: 1.8531, acc: 0.9167
(TESTING) task: 3, epoch: 26/30, loss: 1.8532, acc: 0.9205
(TESTING) task: 3, epoch: 26/30, loss: 1.8514, acc: 0.9239
(TESTING) task: 3, epoch: 26/30, loss: 1.8486, acc: 0.9271
(TESTING) task: 3, epoch: 26/30, loss: 1.8485, acc: 0.9300
(TESTING) task: 3, epoch: 26/30, loss: 1.8457, acc: 0.9279
(TESTING) task: 3, epoch: 26/30, loss: 1.8424, acc: 0.9306
(TESTING) task: 3, epoch: 26/30, loss: 1.8408, acc: 0.9308
(TESTING) task: 3, epoch: 26/30, loss: 1.8426, acc: 0.9289
(TESTING) task: 3, epoch: 26/30, loss: 1.8426, acc: 0.9292
(TESTING) task: 3, epoch: 26/30, loss: 1.8420, acc: 0.9294
(TESTING) task: 3, epoch: 26/30, loss: 1.8414, acc: 0.9277
(TESTING) task: 3, epoch: 26/30, loss: 1.8414, acc: 0.9299
(TESTING) task: 3, epoch: 26/30, loss: 1.8411, acc: 0.9265
(TESTING) task: 3, epoch: 26/30, loss: 1.8403, acc: 0.9268
(TESTING) task: 3, epoch: 26/30, loss: 1.8393, acc: 0.9288
(TESTING) task: 3, epoch: 26/30, loss: 1.8414, acc: 0.9291
(TESTING) task: 3, epoch: 26/30, loss: 1.8395, acc: 0.9293
(TESTING) task: 3, epoch: 26/30, loss: 1.8410, acc: 0.9295
(TESTING) task: 3, epoch: 26/30, loss: 1.8424, acc: 0.9266
(TESTING) task: 3, epoch: 26/30, loss: 1.8428, acc: 0.9268
(TESTING) task: 3, epoch: 26/30, loss: 1.8434, acc: 0.9241
(TESTING) task: 3, epoch: 26/30, loss: 1.8440, acc: 0.9244
(TESTING) task: 3, epoch: 26/30, loss: 1.8428, acc: 0.9261
(TESTING) task: 3, epoch: 26/30, loss: 1.8424, acc: 0.9264
(TESTING) task: 3, epoch: 26/30, loss: 1.8417, acc: 0.9266
(TESTING) task: 3, epoch: 26/30, loss: 1.8423, acc: 0.9269
(TESTING) task: 3, epoch: 26/30, loss: 1.8416, acc: 0.9284
(TESTING) task: 3, epoch: 26/30, loss: 1.8420, acc: 0.9286
(TESTING) task: 3, epoch: 26/30, loss: 1.8421, acc: 0.9300
(TESTING) task: 3, epoch: 26/30, loss: 1.8410, acc: 0.9289
(TESTING) task: 3, epoch: 26/30, loss: 1.8409, acc: 0.9291
(TESTING) task: 3, epoch: 26/30, loss: 1.8397, acc: 0.9292
(TESTING) task: 3, epoch: 26/30, loss: 1.8397, acc: 0.9294
(TESTING) task: 3, epoch: 26/30, loss: 1.8393, acc: 0.9307
(TESTING) task: 3, epoch: 26/30, loss: 1.8387, acc: 0.9319
(TESTING) task: 3, epoch: 26/30, loss: 1.8384, acc: 0.9331
(TESTING) task: 3, epoch: 26/30, loss: 1.8399, acc: 0.9332
(TESTING) task: 3, epoch: 26/30, loss: 1.8391, acc: 0.9333
(TESTING) task: 3, epoch: 26/30, loss: 1.8391, acc: 0.9333
(TESTING) task: 3, epoch: 26/30, loss: 1.8384, acc: 0.9344
(TESTING) task: 3, epoch: 26/30, loss: 1.8383, acc: 0.9355
(TESTING) task: 3, epoch: 26/30, loss: 1.8404, acc: 0.9345
(TRAINING) task: 3, epoch: 27/30, loss: 1.8237, acc: 0.9766
(TRAINING) task: 3, epoch: 27/30, loss: 1.8239, acc: 0.9688
(TRAINING) task: 3, epoch: 27/30, loss: 1.8260, acc: 0.9596
(TRAINING) task: 3, epoch: 27/30, loss: 1.8219, acc: 0.9609
(TRAINING) task: 3, epoch: 27/30, loss: 1.8213, acc: 0.9594
(TRAINING) task: 3, epoch: 27/30, loss: 1.8232, acc: 0.9577
(TRAINING) task: 3, epoch: 27/30, loss: 1.8236, acc: 0.9565
(TRAINING) task: 3, epoch: 27/30, loss: 1.8221, acc: 0.9570
(TRAINING) task: 3, epoch: 27/30, loss: 1.8233, acc: 0.9549
(TRAINING) task: 3, epoch: 27/30, loss: 1.8234, acc: 0.9559
(TRAINING) task: 3, epoch: 27/30, loss: 1.8227, acc: 0.9570
(TRAINING) task: 3, epoch: 27/30, loss: 1.8229, acc: 0.9557
(TRAINING) task: 3, epoch: 27/30, loss: 1.8215, acc: 0.9573
(TRAINING) task: 3, epoch: 27/30, loss: 1.8231, acc: 0.9554
(TRAINING) task: 3, epoch: 27/30, loss: 1.8232, acc: 0.9568
(TRAINING) task: 3, epoch: 27/30, loss: 1.8218, acc: 0.9578
(TRAINING) task: 3, epoch: 27/30, loss: 1.8210, acc: 0.9577
(TRAINING) task: 3, epoch: 27/30, loss: 1.8211, acc: 0.9568
(TRAINING) task: 3, epoch: 27/30, loss: 1.8218, acc: 0.9564
(TRAINING) task: 3, epoch: 27/30, loss: 1.8217, acc: 0.9568
(TESTING) task: 3, epoch: 27/30, loss: 1.8414, acc: 0.9375
(TESTING) task: 3, epoch: 27/30, loss: 1.8174, acc: 0.9688
(TESTING) task: 3, epoch: 27/30, loss: 1.8342, acc: 0.9375
(TESTING) task: 3, epoch: 27/30, loss: 1.8349, acc: 0.9375
(TESTING) task: 3, epoch: 27/30, loss: 1.8340, acc: 0.9500
(TESTING) task: 3, epoch: 27/30, loss: 1.8400, acc: 0.9375
(TESTING) task: 3, epoch: 27/30, loss: 1.8461, acc: 0.9196
(TESTING) task: 3, epoch: 27/30, loss: 1.8446, acc: 0.9219
(TESTING) task: 3, epoch: 27/30, loss: 1.8438, acc: 0.9236
(TESTING) task: 3, epoch: 27/30, loss: 1.8403, acc: 0.9313
(TESTING) task: 3, epoch: 27/30, loss: 1.8432, acc: 0.9261
(TESTING) task: 3, epoch: 27/30, loss: 1.8387, acc: 0.9271
(TESTING) task: 3, epoch: 27/30, loss: 1.8375, acc: 0.9327
(TESTING) task: 3, epoch: 27/30, loss: 1.8328, acc: 0.9375
(TESTING) task: 3, epoch: 27/30, loss: 1.8323, acc: 0.9417
(TESTING) task: 3, epoch: 27/30, loss: 1.8326, acc: 0.9414
(TESTING) task: 3, epoch: 27/30, loss: 1.8321, acc: 0.9412
(TESTING) task: 3, epoch: 27/30, loss: 1.8319, acc: 0.9375
(TESTING) task: 3, epoch: 27/30, loss: 1.8334, acc: 0.9375
(TESTING) task: 3, epoch: 27/30, loss: 1.8316, acc: 0.9375
(TESTING) task: 3, epoch: 27/30, loss: 1.8297, acc: 0.9405
(TESTING) task: 3, epoch: 27/30, loss: 1.8282, acc: 0.9432
(TESTING) task: 3, epoch: 27/30, loss: 1.8282, acc: 0.9429
(TESTING) task: 3, epoch: 27/30, loss: 1.8294, acc: 0.9453
(TESTING) task: 3, epoch: 27/30, loss: 1.8306, acc: 0.9475
(TESTING) task: 3, epoch: 27/30, loss: 1.8294, acc: 0.9471
(TESTING) task: 3, epoch: 27/30, loss: 1.8293, acc: 0.9444
(TESTING) task: 3, epoch: 27/30, loss: 1.8294, acc: 0.9464
(TESTING) task: 3, epoch: 27/30, loss: 1.8295, acc: 0.9483
(TESTING) task: 3, epoch: 27/30, loss: 1.8306, acc: 0.9479
(TESTING) task: 3, epoch: 27/30, loss: 1.8293, acc: 0.9476
(TESTING) task: 3, epoch: 27/30, loss: 1.8297, acc: 0.9473
(TESTING) task: 3, epoch: 27/30, loss: 1.8318, acc: 0.9470
(TESTING) task: 3, epoch: 27/30, loss: 1.8330, acc: 0.9467
(TESTING) task: 3, epoch: 27/30, loss: 1.8312, acc: 0.9464
(TESTING) task: 3, epoch: 27/30, loss: 1.8309, acc: 0.9462
(TESTING) task: 3, epoch: 27/30, loss: 1.8290, acc: 0.9476
(TESTING) task: 3, epoch: 27/30, loss: 1.8293, acc: 0.9474
(TESTING) task: 3, epoch: 27/30, loss: 1.8307, acc: 0.9471
(TESTING) task: 3, epoch: 27/30, loss: 1.8314, acc: 0.9484
(TESTING) task: 3, epoch: 27/30, loss: 1.8319, acc: 0.9466
(TESTING) task: 3, epoch: 27/30, loss: 1.8317, acc: 0.9464
(TESTING) task: 3, epoch: 27/30, loss: 1.8318, acc: 0.9477
(TESTING) task: 3, epoch: 27/30, loss: 1.8312, acc: 0.9460
(TESTING) task: 3, epoch: 27/30, loss: 1.8319, acc: 0.9431
(TESTING) task: 3, epoch: 27/30, loss: 1.8331, acc: 0.9416
(TESTING) task: 3, epoch: 27/30, loss: 1.8324, acc: 0.9428
(TESTING) task: 3, epoch: 27/30, loss: 1.8315, acc: 0.9440
(TESTING) task: 3, epoch: 27/30, loss: 1.8305, acc: 0.9452
(TESTING) task: 3, epoch: 27/30, loss: 1.8317, acc: 0.9437
(TESTING) task: 3, epoch: 27/30, loss: 1.8326, acc: 0.9424
(TESTING) task: 3, epoch: 27/30, loss: 1.8316, acc: 0.9435
(TESTING) task: 3, epoch: 27/30, loss: 1.8322, acc: 0.9446
(TESTING) task: 3, epoch: 27/30, loss: 1.8336, acc: 0.9421
(TESTING) task: 3, epoch: 27/30, loss: 1.8332, acc: 0.9432
(TESTING) task: 3, epoch: 27/30, loss: 1.8343, acc: 0.9431
(TESTING) task: 3, epoch: 27/30, loss: 1.8342, acc: 0.9419
(TESTING) task: 3, epoch: 27/30, loss: 1.8339, acc: 0.9418
(TESTING) task: 3, epoch: 27/30, loss: 1.8336, acc: 0.9428
(TESTING) task: 3, epoch: 27/30, loss: 1.8345, acc: 0.9427
(TESTING) task: 3, epoch: 27/30, loss: 1.8349, acc: 0.9426
(TESTING) task: 3, epoch: 27/30, loss: 1.8338, acc: 0.9435
(TESTING) task: 3, epoch: 27/30, loss: 1.8322, acc: 0.9444
(TRAINING) task: 3, epoch: 28/30, loss: 1.8095, acc: 0.9766
(TRAINING) task: 3, epoch: 28/30, loss: 1.8057, acc: 0.9746
(TRAINING) task: 3, epoch: 28/30, loss: 1.8104, acc: 0.9701
(TRAINING) task: 3, epoch: 28/30, loss: 1.8095, acc: 0.9736
(TRAINING) task: 3, epoch: 28/30, loss: 1.8131, acc: 0.9703
(TRAINING) task: 3, epoch: 28/30, loss: 1.8117, acc: 0.9681
(TRAINING) task: 3, epoch: 28/30, loss: 1.8129, acc: 0.9676
(TRAINING) task: 3, epoch: 28/30, loss: 1.8142, acc: 0.9663
(TRAINING) task: 3, epoch: 28/30, loss: 1.8142, acc: 0.9661
(TRAINING) task: 3, epoch: 28/30, loss: 1.8150, acc: 0.9668
(TRAINING) task: 3, epoch: 28/30, loss: 1.8150, acc: 0.9666
(TRAINING) task: 3, epoch: 28/30, loss: 1.8155, acc: 0.9652
(TRAINING) task: 3, epoch: 28/30, loss: 1.8160, acc: 0.9639
(TRAINING) task: 3, epoch: 28/30, loss: 1.8154, acc: 0.9643
(TRAINING) task: 3, epoch: 28/30, loss: 1.8155, acc: 0.9641
(TRAINING) task: 3, epoch: 28/30, loss: 1.8148, acc: 0.9644
(TRAINING) task: 3, epoch: 28/30, loss: 1.8146, acc: 0.9632
(TRAINING) task: 3, epoch: 28/30, loss: 1.8149, acc: 0.9620
(TRAINING) task: 3, epoch: 28/30, loss: 1.8148, acc: 0.9611
(TRAINING) task: 3, epoch: 28/30, loss: 1.8140, acc: 0.9616
(TESTING) task: 3, epoch: 28/30, loss: 1.8823, acc: 0.8750
(TESTING) task: 3, epoch: 28/30, loss: 1.8805, acc: 0.8750
(TESTING) task: 3, epoch: 28/30, loss: 1.8629, acc: 0.8958
(TESTING) task: 3, epoch: 28/30, loss: 1.8445, acc: 0.9219
(TESTING) task: 3, epoch: 28/30, loss: 1.8400, acc: 0.9125
(TESTING) task: 3, epoch: 28/30, loss: 1.8301, acc: 0.9271
(TESTING) task: 3, epoch: 28/30, loss: 1.8251, acc: 0.9375
(TESTING) task: 3, epoch: 28/30, loss: 1.8329, acc: 0.9453
(TESTING) task: 3, epoch: 28/30, loss: 1.8297, acc: 0.9444
(TESTING) task: 3, epoch: 28/30, loss: 1.8214, acc: 0.9500
(TESTING) task: 3, epoch: 28/30, loss: 1.8202, acc: 0.9489
(TESTING) task: 3, epoch: 28/30, loss: 1.8163, acc: 0.9531
(TESTING) task: 3, epoch: 28/30, loss: 1.8199, acc: 0.9471
(TESTING) task: 3, epoch: 28/30, loss: 1.8236, acc: 0.9509
(TESTING) task: 3, epoch: 28/30, loss: 1.8250, acc: 0.9542
(TESTING) task: 3, epoch: 28/30, loss: 1.8240, acc: 0.9531
(TESTING) task: 3, epoch: 28/30, loss: 1.8231, acc: 0.9559
(TESTING) task: 3, epoch: 28/30, loss: 1.8264, acc: 0.9583
(TESTING) task: 3, epoch: 28/30, loss: 1.8306, acc: 0.9572
(TESTING) task: 3, epoch: 28/30, loss: 1.8301, acc: 0.9594
(TESTING) task: 3, epoch: 28/30, loss: 1.8276, acc: 0.9613
(TESTING) task: 3, epoch: 28/30, loss: 1.8271, acc: 0.9631
(TESTING) task: 3, epoch: 28/30, loss: 1.8259, acc: 0.9647
(TESTING) task: 3, epoch: 28/30, loss: 1.8231, acc: 0.9661
(TESTING) task: 3, epoch: 28/30, loss: 1.8219, acc: 0.9675
(TESTING) task: 3, epoch: 28/30, loss: 1.8238, acc: 0.9663
(TESTING) task: 3, epoch: 28/30, loss: 1.8229, acc: 0.9676
(TESTING) task: 3, epoch: 28/30, loss: 1.8201, acc: 0.9688
(TESTING) task: 3, epoch: 28/30, loss: 1.8197, acc: 0.9655
(TESTING) task: 3, epoch: 28/30, loss: 1.8186, acc: 0.9646
(TESTING) task: 3, epoch: 28/30, loss: 1.8187, acc: 0.9637
(TESTING) task: 3, epoch: 28/30, loss: 1.8185, acc: 0.9648
(TESTING) task: 3, epoch: 28/30, loss: 1.8192, acc: 0.9640
(TESTING) task: 3, epoch: 28/30, loss: 1.8196, acc: 0.9632
(TESTING) task: 3, epoch: 28/30, loss: 1.8198, acc: 0.9625
(TESTING) task: 3, epoch: 28/30, loss: 1.8236, acc: 0.9601
(TESTING) task: 3, epoch: 28/30, loss: 1.8256, acc: 0.9595
(TESTING) task: 3, epoch: 28/30, loss: 1.8271, acc: 0.9556
(TESTING) task: 3, epoch: 28/30, loss: 1.8270, acc: 0.9567
(TESTING) task: 3, epoch: 28/30, loss: 1.8269, acc: 0.9578
(TESTING) task: 3, epoch: 28/30, loss: 1.8265, acc: 0.9588
(TESTING) task: 3, epoch: 28/30, loss: 1.8262, acc: 0.9598
(TESTING) task: 3, epoch: 28/30, loss: 1.8281, acc: 0.9578
(TESTING) task: 3, epoch: 28/30, loss: 1.8274, acc: 0.9574
(TESTING) task: 3, epoch: 28/30, loss: 1.8273, acc: 0.9569
(TESTING) task: 3, epoch: 28/30, loss: 1.8268, acc: 0.9579
(TESTING) task: 3, epoch: 28/30, loss: 1.8267, acc: 0.9588
(TESTING) task: 3, epoch: 28/30, loss: 1.8260, acc: 0.9570
(TESTING) task: 3, epoch: 28/30, loss: 1.8266, acc: 0.9566
(TESTING) task: 3, epoch: 28/30, loss: 1.8266, acc: 0.9563
(TESTING) task: 3, epoch: 28/30, loss: 1.8274, acc: 0.9559
(TESTING) task: 3, epoch: 28/30, loss: 1.8268, acc: 0.9555
(TESTING) task: 3, epoch: 28/30, loss: 1.8278, acc: 0.9552
(TESTING) task: 3, epoch: 28/30, loss: 1.8286, acc: 0.9549
(TESTING) task: 3, epoch: 28/30, loss: 1.8301, acc: 0.9534
(TESTING) task: 3, epoch: 28/30, loss: 1.8297, acc: 0.9542
(TESTING) task: 3, epoch: 28/30, loss: 1.8283, acc: 0.9550
(TESTING) task: 3, epoch: 28/30, loss: 1.8272, acc: 0.9558
(TESTING) task: 3, epoch: 28/30, loss: 1.8282, acc: 0.9544
(TESTING) task: 3, epoch: 28/30, loss: 1.8283, acc: 0.9552
(TESTING) task: 3, epoch: 28/30, loss: 1.8287, acc: 0.9539
(TESTING) task: 3, epoch: 28/30, loss: 1.8284, acc: 0.9526
(TESTING) task: 3, epoch: 28/30, loss: 1.8293, acc: 0.9514
(TRAINING) task: 3, epoch: 29/30, loss: 1.8339, acc: 0.9531
(TRAINING) task: 3, epoch: 29/30, loss: 1.8234, acc: 0.9531
(TRAINING) task: 3, epoch: 29/30, loss: 1.8147, acc: 0.9583
(TRAINING) task: 3, epoch: 29/30, loss: 1.8093, acc: 0.9619
(TRAINING) task: 3, epoch: 29/30, loss: 1.8099, acc: 0.9609
(TRAINING) task: 3, epoch: 29/30, loss: 1.8078, acc: 0.9629
(TRAINING) task: 3, epoch: 29/30, loss: 1.8081, acc: 0.9609
(TRAINING) task: 3, epoch: 29/30, loss: 1.8086, acc: 0.9629
(TRAINING) task: 3, epoch: 29/30, loss: 1.8109, acc: 0.9592
(TRAINING) task: 3, epoch: 29/30, loss: 1.8118, acc: 0.9594
(TRAINING) task: 3, epoch: 29/30, loss: 1.8114, acc: 0.9574
(TRAINING) task: 3, epoch: 29/30, loss: 1.8113, acc: 0.9570
(TRAINING) task: 3, epoch: 29/30, loss: 1.8093, acc: 0.9576
(TRAINING) task: 3, epoch: 29/30, loss: 1.8088, acc: 0.9581
(TRAINING) task: 3, epoch: 29/30, loss: 1.8086, acc: 0.9576
(TRAINING) task: 3, epoch: 29/30, loss: 1.8080, acc: 0.9580
(TRAINING) task: 3, epoch: 29/30, loss: 1.8079, acc: 0.9577
(TRAINING) task: 3, epoch: 29/30, loss: 1.8068, acc: 0.9583
(TRAINING) task: 3, epoch: 29/30, loss: 1.8061, acc: 0.9589
(TRAINING) task: 3, epoch: 29/30, loss: 1.8068, acc: 0.9598
(TESTING) task: 3, epoch: 29/30, loss: 1.8661, acc: 0.9375
(TESTING) task: 3, epoch: 29/30, loss: 1.8586, acc: 0.9375
(TESTING) task: 3, epoch: 29/30, loss: 1.8310, acc: 0.9583
(TESTING) task: 3, epoch: 29/30, loss: 1.8141, acc: 0.9688
(TESTING) task: 3, epoch: 29/30, loss: 1.8235, acc: 0.9625
(TESTING) task: 3, epoch: 29/30, loss: 1.8125, acc: 0.9479
(TESTING) task: 3, epoch: 29/30, loss: 1.8085, acc: 0.9464
(TESTING) task: 3, epoch: 29/30, loss: 1.7948, acc: 0.9531
(TESTING) task: 3, epoch: 29/30, loss: 1.7966, acc: 0.9514
(TESTING) task: 3, epoch: 29/30, loss: 1.7975, acc: 0.9563
(TESTING) task: 3, epoch: 29/30, loss: 1.8012, acc: 0.9602
(TESTING) task: 3, epoch: 29/30, loss: 1.8154, acc: 0.9375
(TESTING) task: 3, epoch: 29/30, loss: 1.8149, acc: 0.9375
(TESTING) task: 3, epoch: 29/30, loss: 1.8176, acc: 0.9375
(TESTING) task: 3, epoch: 29/30, loss: 1.8128, acc: 0.9417
(TESTING) task: 3, epoch: 29/30, loss: 1.8150, acc: 0.9375
(TESTING) task: 3, epoch: 29/30, loss: 1.8177, acc: 0.9412
(TESTING) task: 3, epoch: 29/30, loss: 1.8215, acc: 0.9444
(TESTING) task: 3, epoch: 29/30, loss: 1.8269, acc: 0.9441
(TESTING) task: 3, epoch: 29/30, loss: 1.8271, acc: 0.9437
(TESTING) task: 3, epoch: 29/30, loss: 1.8259, acc: 0.9464
(TESTING) task: 3, epoch: 29/30, loss: 1.8254, acc: 0.9460
(TESTING) task: 3, epoch: 29/30, loss: 1.8259, acc: 0.9429
(TESTING) task: 3, epoch: 29/30, loss: 1.8253, acc: 0.9453
(TESTING) task: 3, epoch: 29/30, loss: 1.8248, acc: 0.9450
(TESTING) task: 3, epoch: 29/30, loss: 1.8210, acc: 0.9471
(TESTING) task: 3, epoch: 29/30, loss: 1.8202, acc: 0.9491
(TESTING) task: 3, epoch: 29/30, loss: 1.8209, acc: 0.9442
(TESTING) task: 3, epoch: 29/30, loss: 1.8219, acc: 0.9440
(TESTING) task: 3, epoch: 29/30, loss: 1.8222, acc: 0.9417
(TESTING) task: 3, epoch: 29/30, loss: 1.8223, acc: 0.9395
(TESTING) task: 3, epoch: 29/30, loss: 1.8229, acc: 0.9395
(TESTING) task: 3, epoch: 29/30, loss: 1.8215, acc: 0.9394
(TESTING) task: 3, epoch: 29/30, loss: 1.8214, acc: 0.9412
(TESTING) task: 3, epoch: 29/30, loss: 1.8212, acc: 0.9429
(TESTING) task: 3, epoch: 29/30, loss: 1.8227, acc: 0.9444
(TESTING) task: 3, epoch: 29/30, loss: 1.8227, acc: 0.9443
(TESTING) task: 3, epoch: 29/30, loss: 1.8215, acc: 0.9457
(TESTING) task: 3, epoch: 29/30, loss: 1.8217, acc: 0.9455
(TESTING) task: 3, epoch: 29/30, loss: 1.8218, acc: 0.9453
(TESTING) task: 3, epoch: 29/30, loss: 1.8218, acc: 0.9466
(TESTING) task: 3, epoch: 29/30, loss: 1.8211, acc: 0.9479
(TESTING) task: 3, epoch: 29/30, loss: 1.8198, acc: 0.9477
(TESTING) task: 3, epoch: 29/30, loss: 1.8185, acc: 0.9489
(TESTING) task: 3, epoch: 29/30, loss: 1.8208, acc: 0.9444
(TESTING) task: 3, epoch: 29/30, loss: 1.8207, acc: 0.9457
(TESTING) task: 3, epoch: 29/30, loss: 1.8200, acc: 0.9468
(TESTING) task: 3, epoch: 29/30, loss: 1.8188, acc: 0.9479
(TESTING) task: 3, epoch: 29/30, loss: 1.8175, acc: 0.9477
(TESTING) task: 3, epoch: 29/30, loss: 1.8179, acc: 0.9475
(TESTING) task: 3, epoch: 29/30, loss: 1.8184, acc: 0.9473
(TESTING) task: 3, epoch: 29/30, loss: 1.8185, acc: 0.9471
(TESTING) task: 3, epoch: 29/30, loss: 1.8178, acc: 0.9469
(TESTING) task: 3, epoch: 29/30, loss: 1.8178, acc: 0.9468
(TESTING) task: 3, epoch: 29/30, loss: 1.8183, acc: 0.9466
(TESTING) task: 3, epoch: 29/30, loss: 1.8179, acc: 0.9475
(TESTING) task: 3, epoch: 29/30, loss: 1.8197, acc: 0.9441
(TESTING) task: 3, epoch: 29/30, loss: 1.8198, acc: 0.9440
(TESTING) task: 3, epoch: 29/30, loss: 1.8190, acc: 0.9449
(TESTING) task: 3, epoch: 29/30, loss: 1.8185, acc: 0.9458
(TESTING) task: 3, epoch: 29/30, loss: 1.8184, acc: 0.9447
(TESTING) task: 3, epoch: 29/30, loss: 1.8181, acc: 0.9435
(TESTING) task: 3, epoch: 29/30, loss: 1.8182, acc: 0.9444
#params=56074
(TRAINING) task: 4, epoch: 0/30, loss: 2.3034, acc: 0.0820
(TRAINING) task: 4, epoch: 0/30, loss: 2.3027, acc: 0.0918
(TRAINING) task: 4, epoch: 0/30, loss: 2.3015, acc: 0.1029
(TRAINING) task: 4, epoch: 0/30, loss: 2.3002, acc: 0.1172
(TRAINING) task: 4, epoch: 0/30, loss: 2.3005, acc: 0.1102
(TRAINING) task: 4, epoch: 0/30, loss: 2.3002, acc: 0.1159
(TRAINING) task: 4, epoch: 0/30, loss: 2.2998, acc: 0.1217
(TRAINING) task: 4, epoch: 0/30, loss: 2.2997, acc: 0.1230
(TRAINING) task: 4, epoch: 0/30, loss: 2.2993, acc: 0.1233
(TRAINING) task: 4, epoch: 0/30, loss: 2.2992, acc: 0.1230
(TRAINING) task: 4, epoch: 0/30, loss: 2.2992, acc: 0.1232
(TRAINING) task: 4, epoch: 0/30, loss: 2.2990, acc: 0.1260
(TRAINING) task: 4, epoch: 0/30, loss: 2.2988, acc: 0.1265
(TRAINING) task: 4, epoch: 0/30, loss: 2.2987, acc: 0.1275
(TRAINING) task: 4, epoch: 0/30, loss: 2.2985, acc: 0.1294
(TRAINING) task: 4, epoch: 0/30, loss: 2.2983, acc: 0.1304
(TRAINING) task: 4, epoch: 0/30, loss: 2.2981, acc: 0.1312
(TRAINING) task: 4, epoch: 0/30, loss: 2.2979, acc: 0.1324
(TRAINING) task: 4, epoch: 0/30, loss: 2.2979, acc: 0.1334
(TRAINING) task: 4, epoch: 0/30, loss: 2.2978, acc: 0.1337
(TESTING) task: 4, epoch: 0/30, loss: 2.2994, acc: 0.1875
(TESTING) task: 4, epoch: 0/30, loss: 2.2975, acc: 0.2500
(TESTING) task: 4, epoch: 0/30, loss: 2.2977, acc: 0.1875
(TESTING) task: 4, epoch: 0/30, loss: 2.2991, acc: 0.1719
(TESTING) task: 4, epoch: 0/30, loss: 2.2987, acc: 0.1625
(TESTING) task: 4, epoch: 0/30, loss: 2.2985, acc: 0.1562
(TESTING) task: 4, epoch: 0/30, loss: 2.2957, acc: 0.2054
(TESTING) task: 4, epoch: 0/30, loss: 2.2962, acc: 0.1953
(TESTING) task: 4, epoch: 0/30, loss: 2.2968, acc: 0.1806
(TESTING) task: 4, epoch: 0/30, loss: 2.2974, acc: 0.1688
(TESTING) task: 4, epoch: 0/30, loss: 2.2953, acc: 0.1875
(TESTING) task: 4, epoch: 0/30, loss: 2.2945, acc: 0.1979
(TESTING) task: 4, epoch: 0/30, loss: 2.2950, acc: 0.2019
(TESTING) task: 4, epoch: 0/30, loss: 2.2939, acc: 0.2143
(TESTING) task: 4, epoch: 0/30, loss: 2.2933, acc: 0.2208
(TESTING) task: 4, epoch: 0/30, loss: 2.2935, acc: 0.2188
(TESTING) task: 4, epoch: 0/30, loss: 2.2938, acc: 0.2096
(TESTING) task: 4, epoch: 0/30, loss: 2.2937, acc: 0.2083
(TESTING) task: 4, epoch: 0/30, loss: 2.2943, acc: 0.2072
(TESTING) task: 4, epoch: 0/30, loss: 2.2943, acc: 0.2031
(TESTING) task: 4, epoch: 0/30, loss: 2.2946, acc: 0.1994
(TESTING) task: 4, epoch: 0/30, loss: 2.2943, acc: 0.1960
(TESTING) task: 4, epoch: 0/30, loss: 2.2943, acc: 0.2011
(TESTING) task: 4, epoch: 0/30, loss: 2.2940, acc: 0.2005
(TESTING) task: 4, epoch: 0/30, loss: 2.2940, acc: 0.1975
(TESTING) task: 4, epoch: 0/30, loss: 2.2941, acc: 0.1947
(TESTING) task: 4, epoch: 0/30, loss: 2.2935, acc: 0.2014
(TESTING) task: 4, epoch: 0/30, loss: 2.2933, acc: 0.2009
(TESTING) task: 4, epoch: 0/30, loss: 2.2929, acc: 0.2026
(TESTING) task: 4, epoch: 0/30, loss: 2.2930, acc: 0.2021
(TESTING) task: 4, epoch: 0/30, loss: 2.2931, acc: 0.1996
(TESTING) task: 4, epoch: 0/30, loss: 2.2930, acc: 0.2051
(TESTING) task: 4, epoch: 0/30, loss: 2.2932, acc: 0.2008
(TESTING) task: 4, epoch: 0/30, loss: 2.2933, acc: 0.1967
(TESTING) task: 4, epoch: 0/30, loss: 2.2937, acc: 0.1929
(TESTING) task: 4, epoch: 0/30, loss: 2.2936, acc: 0.1927
(TESTING) task: 4, epoch: 0/30, loss: 2.2936, acc: 0.1943
(TESTING) task: 4, epoch: 0/30, loss: 2.2936, acc: 0.1957
(TESTING) task: 4, epoch: 0/30, loss: 2.2940, acc: 0.1907
(TESTING) task: 4, epoch: 0/30, loss: 2.2939, acc: 0.1922
(TESTING) task: 4, epoch: 0/30, loss: 2.2939, acc: 0.1921
(TESTING) task: 4, epoch: 0/30, loss: 2.2942, acc: 0.1890
(TESTING) task: 4, epoch: 0/30, loss: 2.2945, acc: 0.1860
(TESTING) task: 4, epoch: 0/30, loss: 2.2945, acc: 0.1861
(TESTING) task: 4, epoch: 0/30, loss: 2.2943, acc: 0.1875
(TESTING) task: 4, epoch: 0/30, loss: 2.2945, acc: 0.1834
(TESTING) task: 4, epoch: 0/30, loss: 2.2945, acc: 0.1822
(TESTING) task: 4, epoch: 0/30, loss: 2.2946, acc: 0.1784
(TESTING) task: 4, epoch: 0/30, loss: 2.2948, acc: 0.1760
(TESTING) task: 4, epoch: 0/30, loss: 2.2947, acc: 0.1750
(TESTING) task: 4, epoch: 0/30, loss: 2.2945, acc: 0.1765
(TESTING) task: 4, epoch: 0/30, loss: 2.2945, acc: 0.1755
(TESTING) task: 4, epoch: 0/30, loss: 2.2945, acc: 0.1757
(TESTING) task: 4, epoch: 0/30, loss: 2.2946, acc: 0.1748
(TESTING) task: 4, epoch: 0/30, loss: 2.2943, acc: 0.1761
(TESTING) task: 4, epoch: 0/30, loss: 2.2939, acc: 0.1797
(TESTING) task: 4, epoch: 0/30, loss: 2.2940, acc: 0.1787
(TESTING) task: 4, epoch: 0/30, loss: 2.2943, acc: 0.1767
(TESTING) task: 4, epoch: 0/30, loss: 2.2943, acc: 0.1758
(TESTING) task: 4, epoch: 0/30, loss: 2.2942, acc: 0.1760
(TESTING) task: 4, epoch: 0/30, loss: 2.2943, acc: 0.1762
(TESTING) task: 4, epoch: 0/30, loss: 2.2942, acc: 0.1764
(TESTING) task: 4, epoch: 0/30, loss: 2.2943, acc: 0.1736
(TRAINING) task: 4, epoch: 1/30, loss: 2.2935, acc: 0.2109
(TRAINING) task: 4, epoch: 1/30, loss: 2.2931, acc: 0.2031
(TRAINING) task: 4, epoch: 1/30, loss: 2.2934, acc: 0.2031
(TRAINING) task: 4, epoch: 1/30, loss: 2.2933, acc: 0.2002
(TRAINING) task: 4, epoch: 1/30, loss: 2.2935, acc: 0.1945
(TRAINING) task: 4, epoch: 1/30, loss: 2.2931, acc: 0.1992
(TRAINING) task: 4, epoch: 1/30, loss: 2.2930, acc: 0.1948
(TRAINING) task: 4, epoch: 1/30, loss: 2.2930, acc: 0.1953
(TRAINING) task: 4, epoch: 1/30, loss: 2.2927, acc: 0.1962
(TRAINING) task: 4, epoch: 1/30, loss: 2.2921, acc: 0.2016
(TRAINING) task: 4, epoch: 1/30, loss: 2.2922, acc: 0.1989
(TRAINING) task: 4, epoch: 1/30, loss: 2.2923, acc: 0.1956
(TRAINING) task: 4, epoch: 1/30, loss: 2.2922, acc: 0.1980
(TRAINING) task: 4, epoch: 1/30, loss: 2.2919, acc: 0.1995
(TRAINING) task: 4, epoch: 1/30, loss: 2.2915, acc: 0.2042
(TRAINING) task: 4, epoch: 1/30, loss: 2.2913, acc: 0.2041
(TRAINING) task: 4, epoch: 1/30, loss: 2.2909, acc: 0.2061
(TRAINING) task: 4, epoch: 1/30, loss: 2.2909, acc: 0.2079
(TRAINING) task: 4, epoch: 1/30, loss: 2.2907, acc: 0.2085
(TRAINING) task: 4, epoch: 1/30, loss: 2.2906, acc: 0.2105
(TESTING) task: 4, epoch: 1/30, loss: 2.2957, acc: 0.2500
(TESTING) task: 4, epoch: 1/30, loss: 2.2837, acc: 0.3438
(TESTING) task: 4, epoch: 1/30, loss: 2.2843, acc: 0.2917
(TESTING) task: 4, epoch: 1/30, loss: 2.2816, acc: 0.2656
(TESTING) task: 4, epoch: 1/30, loss: 2.2832, acc: 0.2750
(TESTING) task: 4, epoch: 1/30, loss: 2.2833, acc: 0.2708
(TESTING) task: 4, epoch: 1/30, loss: 2.2842, acc: 0.2589
(TESTING) task: 4, epoch: 1/30, loss: 2.2855, acc: 0.2422
(TESTING) task: 4, epoch: 1/30, loss: 2.2867, acc: 0.2361
(TESTING) task: 4, epoch: 1/30, loss: 2.2859, acc: 0.2500
(TESTING) task: 4, epoch: 1/30, loss: 2.2861, acc: 0.2386
(TESTING) task: 4, epoch: 1/30, loss: 2.2865, acc: 0.2292
(TESTING) task: 4, epoch: 1/30, loss: 2.2871, acc: 0.2212
(TESTING) task: 4, epoch: 1/30, loss: 2.2865, acc: 0.2366
(TESTING) task: 4, epoch: 1/30, loss: 2.2865, acc: 0.2500
(TESTING) task: 4, epoch: 1/30, loss: 2.2866, acc: 0.2539
(TESTING) task: 4, epoch: 1/30, loss: 2.2858, acc: 0.2610
(TESTING) task: 4, epoch: 1/30, loss: 2.2863, acc: 0.2569
(TESTING) task: 4, epoch: 1/30, loss: 2.2855, acc: 0.2697
(TESTING) task: 4, epoch: 1/30, loss: 2.2846, acc: 0.2781
(TESTING) task: 4, epoch: 1/30, loss: 2.2843, acc: 0.2857
(TESTING) task: 4, epoch: 1/30, loss: 2.2842, acc: 0.2926
(TESTING) task: 4, epoch: 1/30, loss: 2.2846, acc: 0.2853
(TESTING) task: 4, epoch: 1/30, loss: 2.2847, acc: 0.2839
(TESTING) task: 4, epoch: 1/30, loss: 2.2846, acc: 0.2850
(TESTING) task: 4, epoch: 1/30, loss: 2.2849, acc: 0.2812
(TESTING) task: 4, epoch: 1/30, loss: 2.2851, acc: 0.2778
(TESTING) task: 4, epoch: 1/30, loss: 2.2846, acc: 0.2857
(TESTING) task: 4, epoch: 1/30, loss: 2.2846, acc: 0.2866
(TESTING) task: 4, epoch: 1/30, loss: 2.2846, acc: 0.2833
(TESTING) task: 4, epoch: 1/30, loss: 2.2850, acc: 0.2823
(TESTING) task: 4, epoch: 1/30, loss: 2.2854, acc: 0.2773
(TESTING) task: 4, epoch: 1/30, loss: 2.2856, acc: 0.2784
(TESTING) task: 4, epoch: 1/30, loss: 2.2854, acc: 0.2812
(TESTING) task: 4, epoch: 1/30, loss: 2.2852, acc: 0.2821
(TESTING) task: 4, epoch: 1/30, loss: 2.2848, acc: 0.2847
(TESTING) task: 4, epoch: 1/30, loss: 2.2850, acc: 0.2838
(TESTING) task: 4, epoch: 1/30, loss: 2.2854, acc: 0.2812
(TESTING) task: 4, epoch: 1/30, loss: 2.2854, acc: 0.2788
(TESTING) task: 4, epoch: 1/30, loss: 2.2854, acc: 0.2766
(TESTING) task: 4, epoch: 1/30, loss: 2.2855, acc: 0.2729
(TESTING) task: 4, epoch: 1/30, loss: 2.2856, acc: 0.2738
(TESTING) task: 4, epoch: 1/30, loss: 2.2859, acc: 0.2703
(TESTING) task: 4, epoch: 1/30, loss: 2.2862, acc: 0.2642
(TESTING) task: 4, epoch: 1/30, loss: 2.2860, acc: 0.2681
(TESTING) task: 4, epoch: 1/30, loss: 2.2861, acc: 0.2690
(TESTING) task: 4, epoch: 1/30, loss: 2.2861, acc: 0.2699
(TESTING) task: 4, epoch: 1/30, loss: 2.2863, acc: 0.2682
(TESTING) task: 4, epoch: 1/30, loss: 2.2862, acc: 0.2704
(TESTING) task: 4, epoch: 1/30, loss: 2.2863, acc: 0.2700
(TESTING) task: 4, epoch: 1/30, loss: 2.2862, acc: 0.2708
(TESTING) task: 4, epoch: 1/30, loss: 2.2862, acc: 0.2740
(TESTING) task: 4, epoch: 1/30, loss: 2.2865, acc: 0.2712
(TESTING) task: 4, epoch: 1/30, loss: 2.2862, acc: 0.2708
(TESTING) task: 4, epoch: 1/30, loss: 2.2862, acc: 0.2705
(TESTING) task: 4, epoch: 1/30, loss: 2.2861, acc: 0.2723
(TESTING) task: 4, epoch: 1/30, loss: 2.2861, acc: 0.2741
(TESTING) task: 4, epoch: 1/30, loss: 2.2864, acc: 0.2726
(TESTING) task: 4, epoch: 1/30, loss: 2.2864, acc: 0.2733
(TESTING) task: 4, epoch: 1/30, loss: 2.2864, acc: 0.2750
(TESTING) task: 4, epoch: 1/30, loss: 2.2864, acc: 0.2746
(TESTING) task: 4, epoch: 1/30, loss: 2.2866, acc: 0.2732
(TESTING) task: 4, epoch: 1/30, loss: 2.2863, acc: 0.2768
(TRAINING) task: 4, epoch: 2/30, loss: 2.2872, acc: 0.2734
(TRAINING) task: 4, epoch: 2/30, loss: 2.2858, acc: 0.2715
(TRAINING) task: 4, epoch: 2/30, loss: 2.2857, acc: 0.2656
(TRAINING) task: 4, epoch: 2/30, loss: 2.2846, acc: 0.2783
(TRAINING) task: 4, epoch: 2/30, loss: 2.2846, acc: 0.2781
(TRAINING) task: 4, epoch: 2/30, loss: 2.2843, acc: 0.2799
(TRAINING) task: 4, epoch: 2/30, loss: 2.2843, acc: 0.2757
(TRAINING) task: 4, epoch: 2/30, loss: 2.2842, acc: 0.2754
(TRAINING) task: 4, epoch: 2/30, loss: 2.2842, acc: 0.2773
(TRAINING) task: 4, epoch: 2/30, loss: 2.2841, acc: 0.2766
(TRAINING) task: 4, epoch: 2/30, loss: 2.2837, acc: 0.2791
(TRAINING) task: 4, epoch: 2/30, loss: 2.2834, acc: 0.2855
(TRAINING) task: 4, epoch: 2/30, loss: 2.2829, acc: 0.2891
(TRAINING) task: 4, epoch: 2/30, loss: 2.2826, acc: 0.2944
(TRAINING) task: 4, epoch: 2/30, loss: 2.2826, acc: 0.2958
(TRAINING) task: 4, epoch: 2/30, loss: 2.2821, acc: 0.2983
(TRAINING) task: 4, epoch: 2/30, loss: 2.2820, acc: 0.2983
(TRAINING) task: 4, epoch: 2/30, loss: 2.2816, acc: 0.3003
(TRAINING) task: 4, epoch: 2/30, loss: 2.2816, acc: 0.3010
(TRAINING) task: 4, epoch: 2/30, loss: 2.2812, acc: 0.3017
(TESTING) task: 4, epoch: 2/30, loss: 2.2732, acc: 0.3125
(TESTING) task: 4, epoch: 2/30, loss: 2.2732, acc: 0.4062
(TESTING) task: 4, epoch: 2/30, loss: 2.2773, acc: 0.3333
(TESTING) task: 4, epoch: 2/30, loss: 2.2781, acc: 0.3438
(TESTING) task: 4, epoch: 2/30, loss: 2.2762, acc: 0.3750
(TESTING) task: 4, epoch: 2/30, loss: 2.2753, acc: 0.3854
(TESTING) task: 4, epoch: 2/30, loss: 2.2763, acc: 0.3661
(TESTING) task: 4, epoch: 2/30, loss: 2.2753, acc: 0.3828
(TESTING) task: 4, epoch: 2/30, loss: 2.2757, acc: 0.3750
(TESTING) task: 4, epoch: 2/30, loss: 2.2739, acc: 0.3875
(TESTING) task: 4, epoch: 2/30, loss: 2.2740, acc: 0.3920
(TESTING) task: 4, epoch: 2/30, loss: 2.2746, acc: 0.3854
(TESTING) task: 4, epoch: 2/30, loss: 2.2749, acc: 0.3750
(TESTING) task: 4, epoch: 2/30, loss: 2.2749, acc: 0.3795
(TESTING) task: 4, epoch: 2/30, loss: 2.2762, acc: 0.3625
(TESTING) task: 4, epoch: 2/30, loss: 2.2755, acc: 0.3711
(TESTING) task: 4, epoch: 2/30, loss: 2.2768, acc: 0.3529
(TESTING) task: 4, epoch: 2/30, loss: 2.2765, acc: 0.3576
(TESTING) task: 4, epoch: 2/30, loss: 2.2771, acc: 0.3454
(TESTING) task: 4, epoch: 2/30, loss: 2.2769, acc: 0.3469
(TESTING) task: 4, epoch: 2/30, loss: 2.2768, acc: 0.3512
(TESTING) task: 4, epoch: 2/30, loss: 2.2764, acc: 0.3580
(TESTING) task: 4, epoch: 2/30, loss: 2.2763, acc: 0.3587
(TESTING) task: 4, epoch: 2/30, loss: 2.2768, acc: 0.3568
(TESTING) task: 4, epoch: 2/30, loss: 2.2768, acc: 0.3550
(TESTING) task: 4, epoch: 2/30, loss: 2.2767, acc: 0.3582
(TESTING) task: 4, epoch: 2/30, loss: 2.2767, acc: 0.3588
(TESTING) task: 4, epoch: 2/30, loss: 2.2766, acc: 0.3571
(TESTING) task: 4, epoch: 2/30, loss: 2.2766, acc: 0.3578
(TESTING) task: 4, epoch: 2/30, loss: 2.2765, acc: 0.3542
(TESTING) task: 4, epoch: 2/30, loss: 2.2765, acc: 0.3528
(TESTING) task: 4, epoch: 2/30, loss: 2.2761, acc: 0.3555
(TESTING) task: 4, epoch: 2/30, loss: 2.2766, acc: 0.3523
(TESTING) task: 4, epoch: 2/30, loss: 2.2761, acc: 0.3548
(TESTING) task: 4, epoch: 2/30, loss: 2.2764, acc: 0.3554
(TESTING) task: 4, epoch: 2/30, loss: 2.2764, acc: 0.3559
(TESTING) task: 4, epoch: 2/30, loss: 2.2763, acc: 0.3564
(TESTING) task: 4, epoch: 2/30, loss: 2.2763, acc: 0.3586
(TESTING) task: 4, epoch: 2/30, loss: 2.2760, acc: 0.3606
(TESTING) task: 4, epoch: 2/30, loss: 2.2758, acc: 0.3641
(TESTING) task: 4, epoch: 2/30, loss: 2.2760, acc: 0.3628
(TESTING) task: 4, epoch: 2/30, loss: 2.2759, acc: 0.3631
(TESTING) task: 4, epoch: 2/30, loss: 2.2760, acc: 0.3605
(TESTING) task: 4, epoch: 2/30, loss: 2.2762, acc: 0.3580
(TESTING) task: 4, epoch: 2/30, loss: 2.2762, acc: 0.3556
(TESTING) task: 4, epoch: 2/30, loss: 2.2761, acc: 0.3573
(TESTING) task: 4, epoch: 2/30, loss: 2.2760, acc: 0.3617
(TESTING) task: 4, epoch: 2/30, loss: 2.2763, acc: 0.3581
(TESTING) task: 4, epoch: 2/30, loss: 2.2767, acc: 0.3559
(TESTING) task: 4, epoch: 2/30, loss: 2.2766, acc: 0.3575
(TESTING) task: 4, epoch: 2/30, loss: 2.2764, acc: 0.3578
(TESTING) task: 4, epoch: 2/30, loss: 2.2763, acc: 0.3606
(TESTING) task: 4, epoch: 2/30, loss: 2.2761, acc: 0.3608
(TESTING) task: 4, epoch: 2/30, loss: 2.2762, acc: 0.3600
(TESTING) task: 4, epoch: 2/30, loss: 2.2763, acc: 0.3614
(TESTING) task: 4, epoch: 2/30, loss: 2.2765, acc: 0.3583
(TESTING) task: 4, epoch: 2/30, loss: 2.2767, acc: 0.3564
(TESTING) task: 4, epoch: 2/30, loss: 2.2764, acc: 0.3588
(TESTING) task: 4, epoch: 2/30, loss: 2.2763, acc: 0.3591
(TESTING) task: 4, epoch: 2/30, loss: 2.2764, acc: 0.3563
(TESTING) task: 4, epoch: 2/30, loss: 2.2766, acc: 0.3545
(TESTING) task: 4, epoch: 2/30, loss: 2.2767, acc: 0.3548
(TESTING) task: 4, epoch: 2/30, loss: 2.2768, acc: 0.3532
(TRAINING) task: 4, epoch: 3/30, loss: 2.2762, acc: 0.3008
(TRAINING) task: 4, epoch: 3/30, loss: 2.2774, acc: 0.3008
(TRAINING) task: 4, epoch: 3/30, loss: 2.2756, acc: 0.3216
(TRAINING) task: 4, epoch: 3/30, loss: 2.2752, acc: 0.3242
(TRAINING) task: 4, epoch: 3/30, loss: 2.2741, acc: 0.3398
(TRAINING) task: 4, epoch: 3/30, loss: 2.2733, acc: 0.3477
(TRAINING) task: 4, epoch: 3/30, loss: 2.2734, acc: 0.3493
(TRAINING) task: 4, epoch: 3/30, loss: 2.2739, acc: 0.3486
(TRAINING) task: 4, epoch: 3/30, loss: 2.2738, acc: 0.3464
(TRAINING) task: 4, epoch: 3/30, loss: 2.2731, acc: 0.3488
(TRAINING) task: 4, epoch: 3/30, loss: 2.2732, acc: 0.3491
(TRAINING) task: 4, epoch: 3/30, loss: 2.2725, acc: 0.3538
(TRAINING) task: 4, epoch: 3/30, loss: 2.2723, acc: 0.3540
(TRAINING) task: 4, epoch: 3/30, loss: 2.2720, acc: 0.3549
(TRAINING) task: 4, epoch: 3/30, loss: 2.2713, acc: 0.3586
(TRAINING) task: 4, epoch: 3/30, loss: 2.2711, acc: 0.3623
(TRAINING) task: 4, epoch: 3/30, loss: 2.2708, acc: 0.3647
(TRAINING) task: 4, epoch: 3/30, loss: 2.2703, acc: 0.3691
(TRAINING) task: 4, epoch: 3/30, loss: 2.2699, acc: 0.3713
(TRAINING) task: 4, epoch: 3/30, loss: 2.2698, acc: 0.3715
(TESTING) task: 4, epoch: 3/30, loss: 2.2491, acc: 0.6250
(TESTING) task: 4, epoch: 3/30, loss: 2.2633, acc: 0.4375
(TESTING) task: 4, epoch: 3/30, loss: 2.2678, acc: 0.3750
(TESTING) task: 4, epoch: 3/30, loss: 2.2714, acc: 0.3594
(TESTING) task: 4, epoch: 3/30, loss: 2.2679, acc: 0.3750
(TESTING) task: 4, epoch: 3/30, loss: 2.2707, acc: 0.3646
(TESTING) task: 4, epoch: 3/30, loss: 2.2684, acc: 0.3750
(TESTING) task: 4, epoch: 3/30, loss: 2.2677, acc: 0.3828
(TESTING) task: 4, epoch: 3/30, loss: 2.2657, acc: 0.4097
(TESTING) task: 4, epoch: 3/30, loss: 2.2640, acc: 0.4125
(TESTING) task: 4, epoch: 3/30, loss: 2.2646, acc: 0.3977
(TESTING) task: 4, epoch: 3/30, loss: 2.2636, acc: 0.4010
(TESTING) task: 4, epoch: 3/30, loss: 2.2627, acc: 0.4038
(TESTING) task: 4, epoch: 3/30, loss: 2.2616, acc: 0.4196
(TESTING) task: 4, epoch: 3/30, loss: 2.2628, acc: 0.4125
(TESTING) task: 4, epoch: 3/30, loss: 2.2631, acc: 0.4219
(TESTING) task: 4, epoch: 3/30, loss: 2.2627, acc: 0.4301
(TESTING) task: 4, epoch: 3/30, loss: 2.2635, acc: 0.4236
(TESTING) task: 4, epoch: 3/30, loss: 2.2626, acc: 0.4342
(TESTING) task: 4, epoch: 3/30, loss: 2.2632, acc: 0.4313
(TESTING) task: 4, epoch: 3/30, loss: 2.2630, acc: 0.4345
(TESTING) task: 4, epoch: 3/30, loss: 2.2630, acc: 0.4318
(TESTING) task: 4, epoch: 3/30, loss: 2.2631, acc: 0.4266
(TESTING) task: 4, epoch: 3/30, loss: 2.2634, acc: 0.4245
(TESTING) task: 4, epoch: 3/30, loss: 2.2630, acc: 0.4275
(TESTING) task: 4, epoch: 3/30, loss: 2.2623, acc: 0.4303
(TESTING) task: 4, epoch: 3/30, loss: 2.2625, acc: 0.4306
(TESTING) task: 4, epoch: 3/30, loss: 2.2624, acc: 0.4308
(TESTING) task: 4, epoch: 3/30, loss: 2.2629, acc: 0.4246
(TESTING) task: 4, epoch: 3/30, loss: 2.2630, acc: 0.4250
(TESTING) task: 4, epoch: 3/30, loss: 2.2627, acc: 0.4315
(TESTING) task: 4, epoch: 3/30, loss: 2.2629, acc: 0.4297
(TESTING) task: 4, epoch: 3/30, loss: 2.2626, acc: 0.4280
(TESTING) task: 4, epoch: 3/30, loss: 2.2632, acc: 0.4228
(TESTING) task: 4, epoch: 3/30, loss: 2.2634, acc: 0.4232
(TESTING) task: 4, epoch: 3/30, loss: 2.2639, acc: 0.4149
(TESTING) task: 4, epoch: 3/30, loss: 2.2639, acc: 0.4189
(TESTING) task: 4, epoch: 3/30, loss: 2.2638, acc: 0.4178
(TESTING) task: 4, epoch: 3/30, loss: 2.2636, acc: 0.4199
(TESTING) task: 4, epoch: 3/30, loss: 2.2636, acc: 0.4188
(TESTING) task: 4, epoch: 3/30, loss: 2.2639, acc: 0.4177
(TESTING) task: 4, epoch: 3/30, loss: 2.2643, acc: 0.4137
(TESTING) task: 4, epoch: 3/30, loss: 2.2643, acc: 0.4113
(TESTING) task: 4, epoch: 3/30, loss: 2.2639, acc: 0.4134
(TESTING) task: 4, epoch: 3/30, loss: 2.2640, acc: 0.4139
(TESTING) task: 4, epoch: 3/30, loss: 2.2642, acc: 0.4103
(TESTING) task: 4, epoch: 3/30, loss: 2.2643, acc: 0.4109
(TESTING) task: 4, epoch: 3/30, loss: 2.2643, acc: 0.4128
(TESTING) task: 4, epoch: 3/30, loss: 2.2644, acc: 0.4120
(TESTING) task: 4, epoch: 3/30, loss: 2.2643, acc: 0.4100
(TESTING) task: 4, epoch: 3/30, loss: 2.2642, acc: 0.4118
(TESTING) task: 4, epoch: 3/30, loss: 2.2638, acc: 0.4135
(TESTING) task: 4, epoch: 3/30, loss: 2.2639, acc: 0.4139
(TESTING) task: 4, epoch: 3/30, loss: 2.2643, acc: 0.4120
(TESTING) task: 4, epoch: 3/30, loss: 2.2641, acc: 0.4136
(TESTING) task: 4, epoch: 3/30, loss: 2.2642, acc: 0.4118
(TESTING) task: 4, epoch: 3/30, loss: 2.2643, acc: 0.4123
(TESTING) task: 4, epoch: 3/30, loss: 2.2640, acc: 0.4159
(TESTING) task: 4, epoch: 3/30, loss: 2.2640, acc: 0.4163
(TESTING) task: 4, epoch: 3/30, loss: 2.2641, acc: 0.4167
(TESTING) task: 4, epoch: 3/30, loss: 2.2643, acc: 0.4150
(TESTING) task: 4, epoch: 3/30, loss: 2.2643, acc: 0.4143
(TESTING) task: 4, epoch: 3/30, loss: 2.2638, acc: 0.4157
(TRAINING) task: 4, epoch: 4/30, loss: 2.2633, acc: 0.3984
(TRAINING) task: 4, epoch: 4/30, loss: 2.2642, acc: 0.3848
(TRAINING) task: 4, epoch: 4/30, loss: 2.2651, acc: 0.3828
(TRAINING) task: 4, epoch: 4/30, loss: 2.2639, acc: 0.3916
(TRAINING) task: 4, epoch: 4/30, loss: 2.2622, acc: 0.4062
(TRAINING) task: 4, epoch: 4/30, loss: 2.2608, acc: 0.4095
(TRAINING) task: 4, epoch: 4/30, loss: 2.2603, acc: 0.4169
(TRAINING) task: 4, epoch: 4/30, loss: 2.2592, acc: 0.4209
(TRAINING) task: 4, epoch: 4/30, loss: 2.2586, acc: 0.4249
(TRAINING) task: 4, epoch: 4/30, loss: 2.2584, acc: 0.4270
(TRAINING) task: 4, epoch: 4/30, loss: 2.2575, acc: 0.4350
(TRAINING) task: 4, epoch: 4/30, loss: 2.2577, acc: 0.4339
(TRAINING) task: 4, epoch: 4/30, loss: 2.2573, acc: 0.4360
(TRAINING) task: 4, epoch: 4/30, loss: 2.2573, acc: 0.4355
(TRAINING) task: 4, epoch: 4/30, loss: 2.2574, acc: 0.4352
(TRAINING) task: 4, epoch: 4/30, loss: 2.2567, acc: 0.4380
(TRAINING) task: 4, epoch: 4/30, loss: 2.2560, acc: 0.4416
(TRAINING) task: 4, epoch: 4/30, loss: 2.2561, acc: 0.4390
(TRAINING) task: 4, epoch: 4/30, loss: 2.2556, acc: 0.4400
(TRAINING) task: 4, epoch: 4/30, loss: 2.2550, acc: 0.4422
(TESTING) task: 4, epoch: 4/30, loss: 2.2527, acc: 0.5625
(TESTING) task: 4, epoch: 4/30, loss: 2.2425, acc: 0.5312
(TESTING) task: 4, epoch: 4/30, loss: 2.2375, acc: 0.5417
(TESTING) task: 4, epoch: 4/30, loss: 2.2453, acc: 0.4688
(TESTING) task: 4, epoch: 4/30, loss: 2.2500, acc: 0.4500
(TESTING) task: 4, epoch: 4/30, loss: 2.2546, acc: 0.4167
(TESTING) task: 4, epoch: 4/30, loss: 2.2484, acc: 0.4464
(TESTING) task: 4, epoch: 4/30, loss: 2.2489, acc: 0.4453
(TESTING) task: 4, epoch: 4/30, loss: 2.2476, acc: 0.4444
(TESTING) task: 4, epoch: 4/30, loss: 2.2464, acc: 0.4625
(TESTING) task: 4, epoch: 4/30, loss: 2.2465, acc: 0.4659
(TESTING) task: 4, epoch: 4/30, loss: 2.2444, acc: 0.4740
(TESTING) task: 4, epoch: 4/30, loss: 2.2465, acc: 0.4663
(TESTING) task: 4, epoch: 4/30, loss: 2.2463, acc: 0.4732
(TESTING) task: 4, epoch: 4/30, loss: 2.2457, acc: 0.4792
(TESTING) task: 4, epoch: 4/30, loss: 2.2475, acc: 0.4609
(TESTING) task: 4, epoch: 4/30, loss: 2.2469, acc: 0.4632
(TESTING) task: 4, epoch: 4/30, loss: 2.2481, acc: 0.4618
(TESTING) task: 4, epoch: 4/30, loss: 2.2488, acc: 0.4638
(TESTING) task: 4, epoch: 4/30, loss: 2.2470, acc: 0.4750
(TESTING) task: 4, epoch: 4/30, loss: 2.2473, acc: 0.4762
(TESTING) task: 4, epoch: 4/30, loss: 2.2478, acc: 0.4716
(TESTING) task: 4, epoch: 4/30, loss: 2.2483, acc: 0.4701
(TESTING) task: 4, epoch: 4/30, loss: 2.2474, acc: 0.4714
(TESTING) task: 4, epoch: 4/30, loss: 2.2468, acc: 0.4725
(TESTING) task: 4, epoch: 4/30, loss: 2.2464, acc: 0.4736
(TESTING) task: 4, epoch: 4/30, loss: 2.2467, acc: 0.4699
(TESTING) task: 4, epoch: 4/30, loss: 2.2468, acc: 0.4710
(TESTING) task: 4, epoch: 4/30, loss: 2.2462, acc: 0.4741
(TESTING) task: 4, epoch: 4/30, loss: 2.2459, acc: 0.4708
(TESTING) task: 4, epoch: 4/30, loss: 2.2456, acc: 0.4758
(TESTING) task: 4, epoch: 4/30, loss: 2.2461, acc: 0.4746
(TESTING) task: 4, epoch: 4/30, loss: 2.2470, acc: 0.4659
(TESTING) task: 4, epoch: 4/30, loss: 2.2472, acc: 0.4651
(TESTING) task: 4, epoch: 4/30, loss: 2.2481, acc: 0.4571
(TESTING) task: 4, epoch: 4/30, loss: 2.2475, acc: 0.4618
(TESTING) task: 4, epoch: 4/30, loss: 2.2478, acc: 0.4578
(TESTING) task: 4, epoch: 4/30, loss: 2.2480, acc: 0.4572
(TESTING) task: 4, epoch: 4/30, loss: 2.2479, acc: 0.4583
(TESTING) task: 4, epoch: 4/30, loss: 2.2474, acc: 0.4641
(TESTING) task: 4, epoch: 4/30, loss: 2.2478, acc: 0.4604
(TESTING) task: 4, epoch: 4/30, loss: 2.2473, acc: 0.4628
(TESTING) task: 4, epoch: 4/30, loss: 2.2476, acc: 0.4637
(TESTING) task: 4, epoch: 4/30, loss: 2.2479, acc: 0.4602
(TESTING) task: 4, epoch: 4/30, loss: 2.2481, acc: 0.4583
(TESTING) task: 4, epoch: 4/30, loss: 2.2472, acc: 0.4620
(TESTING) task: 4, epoch: 4/30, loss: 2.2475, acc: 0.4628
(TESTING) task: 4, epoch: 4/30, loss: 2.2478, acc: 0.4609
(TESTING) task: 4, epoch: 4/30, loss: 2.2483, acc: 0.4605
(TESTING) task: 4, epoch: 4/30, loss: 2.2486, acc: 0.4575
(TESTING) task: 4, epoch: 4/30, loss: 2.2492, acc: 0.4547
(TESTING) task: 4, epoch: 4/30, loss: 2.2493, acc: 0.4543
(TESTING) task: 4, epoch: 4/30, loss: 2.2491, acc: 0.4552
(TESTING) task: 4, epoch: 4/30, loss: 2.2493, acc: 0.4549
(TESTING) task: 4, epoch: 4/30, loss: 2.2491, acc: 0.4568
(TESTING) task: 4, epoch: 4/30, loss: 2.2490, acc: 0.4598
(TESTING) task: 4, epoch: 4/30, loss: 2.2489, acc: 0.4594
(TESTING) task: 4, epoch: 4/30, loss: 2.2493, acc: 0.4569
(TESTING) task: 4, epoch: 4/30, loss: 2.2494, acc: 0.4576
(TESTING) task: 4, epoch: 4/30, loss: 2.2489, acc: 0.4594
(TESTING) task: 4, epoch: 4/30, loss: 2.2492, acc: 0.4590
(TESTING) task: 4, epoch: 4/30, loss: 2.2486, acc: 0.4627
(TESTING) task: 4, epoch: 4/30, loss: 2.2490, acc: 0.4613
(TRAINING) task: 4, epoch: 5/30, loss: 2.2419, acc: 0.4844
(TRAINING) task: 4, epoch: 5/30, loss: 2.2447, acc: 0.4766
(TRAINING) task: 4, epoch: 5/30, loss: 2.2444, acc: 0.4727
(TRAINING) task: 4, epoch: 5/30, loss: 2.2463, acc: 0.4648
(TRAINING) task: 4, epoch: 5/30, loss: 2.2468, acc: 0.4711
(TRAINING) task: 4, epoch: 5/30, loss: 2.2464, acc: 0.4694
(TRAINING) task: 4, epoch: 5/30, loss: 2.2465, acc: 0.4671
(TRAINING) task: 4, epoch: 5/30, loss: 2.2464, acc: 0.4697
(TRAINING) task: 4, epoch: 5/30, loss: 2.2454, acc: 0.4748
(TRAINING) task: 4, epoch: 5/30, loss: 2.2444, acc: 0.4836
(TRAINING) task: 4, epoch: 5/30, loss: 2.2437, acc: 0.4865
(TRAINING) task: 4, epoch: 5/30, loss: 2.2431, acc: 0.4880
(TRAINING) task: 4, epoch: 5/30, loss: 2.2420, acc: 0.4925
(TRAINING) task: 4, epoch: 5/30, loss: 2.2415, acc: 0.4941
(TRAINING) task: 4, epoch: 5/30, loss: 2.2407, acc: 0.4987
(TRAINING) task: 4, epoch: 5/30, loss: 2.2398, acc: 0.5032
(TRAINING) task: 4, epoch: 5/30, loss: 2.2394, acc: 0.5048
(TRAINING) task: 4, epoch: 5/30, loss: 2.2390, acc: 0.5063
(TRAINING) task: 4, epoch: 5/30, loss: 2.2384, acc: 0.5093
(TRAINING) task: 4, epoch: 5/30, loss: 2.2381, acc: 0.5099
(TESTING) task: 4, epoch: 5/30, loss: 2.2151, acc: 0.4375
(TESTING) task: 4, epoch: 5/30, loss: 2.2373, acc: 0.4688
(TESTING) task: 4, epoch: 5/30, loss: 2.2374, acc: 0.5000
(TESTING) task: 4, epoch: 5/30, loss: 2.2363, acc: 0.5312
(TESTING) task: 4, epoch: 5/30, loss: 2.2398, acc: 0.4875
(TESTING) task: 4, epoch: 5/30, loss: 2.2413, acc: 0.5000
(TESTING) task: 4, epoch: 5/30, loss: 2.2377, acc: 0.5179
(TESTING) task: 4, epoch: 5/30, loss: 2.2332, acc: 0.5625
(TESTING) task: 4, epoch: 5/30, loss: 2.2336, acc: 0.5625
(TESTING) task: 4, epoch: 5/30, loss: 2.2332, acc: 0.5625
(TESTING) task: 4, epoch: 5/30, loss: 2.2345, acc: 0.5568
(TESTING) task: 4, epoch: 5/30, loss: 2.2366, acc: 0.5417
(TESTING) task: 4, epoch: 5/30, loss: 2.2355, acc: 0.5481
(TESTING) task: 4, epoch: 5/30, loss: 2.2355, acc: 0.5446
(TESTING) task: 4, epoch: 5/30, loss: 2.2344, acc: 0.5500
(TESTING) task: 4, epoch: 5/30, loss: 2.2332, acc: 0.5547
(TESTING) task: 4, epoch: 5/30, loss: 2.2326, acc: 0.5515
(TESTING) task: 4, epoch: 5/30, loss: 2.2329, acc: 0.5521
(TESTING) task: 4, epoch: 5/30, loss: 2.2333, acc: 0.5559
(TESTING) task: 4, epoch: 5/30, loss: 2.2343, acc: 0.5500
(TESTING) task: 4, epoch: 5/30, loss: 2.2359, acc: 0.5357
(TESTING) task: 4, epoch: 5/30, loss: 2.2354, acc: 0.5426
(TESTING) task: 4, epoch: 5/30, loss: 2.2362, acc: 0.5435
(TESTING) task: 4, epoch: 5/30, loss: 2.2355, acc: 0.5365
(TESTING) task: 4, epoch: 5/30, loss: 2.2346, acc: 0.5425
(TESTING) task: 4, epoch: 5/30, loss: 2.2343, acc: 0.5433
(TESTING) task: 4, epoch: 5/30, loss: 2.2347, acc: 0.5463
(TESTING) task: 4, epoch: 5/30, loss: 2.2337, acc: 0.5446
(TESTING) task: 4, epoch: 5/30, loss: 2.2333, acc: 0.5453
(TESTING) task: 4, epoch: 5/30, loss: 2.2328, acc: 0.5458
(TESTING) task: 4, epoch: 5/30, loss: 2.2331, acc: 0.5383
(TESTING) task: 4, epoch: 5/30, loss: 2.2322, acc: 0.5430
(TESTING) task: 4, epoch: 5/30, loss: 2.2319, acc: 0.5436
(TESTING) task: 4, epoch: 5/30, loss: 2.2322, acc: 0.5404
(TESTING) task: 4, epoch: 5/30, loss: 2.2323, acc: 0.5375
(TESTING) task: 4, epoch: 5/30, loss: 2.2320, acc: 0.5365
(TESTING) task: 4, epoch: 5/30, loss: 2.2318, acc: 0.5372
(TESTING) task: 4, epoch: 5/30, loss: 2.2325, acc: 0.5362
(TESTING) task: 4, epoch: 5/30, loss: 2.2326, acc: 0.5353
(TESTING) task: 4, epoch: 5/30, loss: 2.2324, acc: 0.5344
(TESTING) task: 4, epoch: 5/30, loss: 2.2329, acc: 0.5320
(TESTING) task: 4, epoch: 5/30, loss: 2.2325, acc: 0.5327
(TESTING) task: 4, epoch: 5/30, loss: 2.2331, acc: 0.5291
(TESTING) task: 4, epoch: 5/30, loss: 2.2327, acc: 0.5270
(TESTING) task: 4, epoch: 5/30, loss: 2.2324, acc: 0.5306
(TESTING) task: 4, epoch: 5/30, loss: 2.2324, acc: 0.5299
(TESTING) task: 4, epoch: 5/30, loss: 2.2326, acc: 0.5293
(TESTING) task: 4, epoch: 5/30, loss: 2.2331, acc: 0.5260
(TESTING) task: 4, epoch: 5/30, loss: 2.2327, acc: 0.5293
(TESTING) task: 4, epoch: 5/30, loss: 2.2323, acc: 0.5275
(TESTING) task: 4, epoch: 5/30, loss: 2.2323, acc: 0.5294
(TESTING) task: 4, epoch: 5/30, loss: 2.2320, acc: 0.5325
(TESTING) task: 4, epoch: 5/30, loss: 2.2317, acc: 0.5342
(TESTING) task: 4, epoch: 5/30, loss: 2.2322, acc: 0.5324
(TESTING) task: 4, epoch: 5/30, loss: 2.2323, acc: 0.5330
(TESTING) task: 4, epoch: 5/30, loss: 2.2325, acc: 0.5301
(TESTING) task: 4, epoch: 5/30, loss: 2.2319, acc: 0.5307
(TESTING) task: 4, epoch: 5/30, loss: 2.2319, acc: 0.5323
(TESTING) task: 4, epoch: 5/30, loss: 2.2313, acc: 0.5339
(TESTING) task: 4, epoch: 5/30, loss: 2.2310, acc: 0.5344
(TESTING) task: 4, epoch: 5/30, loss: 2.2311, acc: 0.5338
(TESTING) task: 4, epoch: 5/30, loss: 2.2310, acc: 0.5353
(TESTING) task: 4, epoch: 5/30, loss: 2.2311, acc: 0.5367
(TRAINING) task: 4, epoch: 6/30, loss: 2.2266, acc: 0.5625
(TRAINING) task: 4, epoch: 6/30, loss: 2.2221, acc: 0.5898
(TRAINING) task: 4, epoch: 6/30, loss: 2.2235, acc: 0.5885
(TRAINING) task: 4, epoch: 6/30, loss: 2.2234, acc: 0.5840
(TRAINING) task: 4, epoch: 6/30, loss: 2.2247, acc: 0.5805
(TRAINING) task: 4, epoch: 6/30, loss: 2.2237, acc: 0.5794
(TRAINING) task: 4, epoch: 6/30, loss: 2.2250, acc: 0.5765
(TRAINING) task: 4, epoch: 6/30, loss: 2.2240, acc: 0.5771
(TRAINING) task: 4, epoch: 6/30, loss: 2.2239, acc: 0.5751
(TRAINING) task: 4, epoch: 6/30, loss: 2.2238, acc: 0.5730
(TRAINING) task: 4, epoch: 6/30, loss: 2.2236, acc: 0.5746
(TRAINING) task: 4, epoch: 6/30, loss: 2.2236, acc: 0.5726
(TRAINING) task: 4, epoch: 6/30, loss: 2.2237, acc: 0.5751
(TRAINING) task: 4, epoch: 6/30, loss: 2.2231, acc: 0.5723
(TRAINING) task: 4, epoch: 6/30, loss: 2.2218, acc: 0.5771
(TRAINING) task: 4, epoch: 6/30, loss: 2.2209, acc: 0.5801
(TRAINING) task: 4, epoch: 6/30, loss: 2.2201, acc: 0.5804
(TRAINING) task: 4, epoch: 6/30, loss: 2.2194, acc: 0.5842
(TRAINING) task: 4, epoch: 6/30, loss: 2.2190, acc: 0.5857
(TRAINING) task: 4, epoch: 6/30, loss: 2.2193, acc: 0.5807
(TESTING) task: 4, epoch: 6/30, loss: 2.1999, acc: 0.7500
(TESTING) task: 4, epoch: 6/30, loss: 2.1960, acc: 0.7188
(TESTING) task: 4, epoch: 6/30, loss: 2.2106, acc: 0.6458
(TESTING) task: 4, epoch: 6/30, loss: 2.2121, acc: 0.6406
(TESTING) task: 4, epoch: 6/30, loss: 2.2133, acc: 0.6125
(TESTING) task: 4, epoch: 6/30, loss: 2.2091, acc: 0.6146
(TESTING) task: 4, epoch: 6/30, loss: 2.2122, acc: 0.6071
(TESTING) task: 4, epoch: 6/30, loss: 2.2107, acc: 0.6094
(TESTING) task: 4, epoch: 6/30, loss: 2.2127, acc: 0.5903
(TESTING) task: 4, epoch: 6/30, loss: 2.2120, acc: 0.6000
(TESTING) task: 4, epoch: 6/30, loss: 2.2098, acc: 0.5966
(TESTING) task: 4, epoch: 6/30, loss: 2.2114, acc: 0.5729
(TESTING) task: 4, epoch: 6/30, loss: 2.2145, acc: 0.5577
(TESTING) task: 4, epoch: 6/30, loss: 2.2142, acc: 0.5670
(TESTING) task: 4, epoch: 6/30, loss: 2.2155, acc: 0.5708
(TESTING) task: 4, epoch: 6/30, loss: 2.2148, acc: 0.5703
(TESTING) task: 4, epoch: 6/30, loss: 2.2161, acc: 0.5735
(TESTING) task: 4, epoch: 6/30, loss: 2.2149, acc: 0.5833
(TESTING) task: 4, epoch: 6/30, loss: 2.2164, acc: 0.5757
(TESTING) task: 4, epoch: 6/30, loss: 2.2177, acc: 0.5719
(TESTING) task: 4, epoch: 6/30, loss: 2.2181, acc: 0.5744
(TESTING) task: 4, epoch: 6/30, loss: 2.2177, acc: 0.5824
(TESTING) task: 4, epoch: 6/30, loss: 2.2175, acc: 0.5897
(TESTING) task: 4, epoch: 6/30, loss: 2.2173, acc: 0.5911
(TESTING) task: 4, epoch: 6/30, loss: 2.2162, acc: 0.5950
(TESTING) task: 4, epoch: 6/30, loss: 2.2169, acc: 0.5865
(TESTING) task: 4, epoch: 6/30, loss: 2.2155, acc: 0.5880
(TESTING) task: 4, epoch: 6/30, loss: 2.2144, acc: 0.5871
(TESTING) task: 4, epoch: 6/30, loss: 2.2144, acc: 0.5884
(TESTING) task: 4, epoch: 6/30, loss: 2.2146, acc: 0.5833
(TESTING) task: 4, epoch: 6/30, loss: 2.2146, acc: 0.5847
(TESTING) task: 4, epoch: 6/30, loss: 2.2141, acc: 0.5820
(TESTING) task: 4, epoch: 6/30, loss: 2.2137, acc: 0.5814
(TESTING) task: 4, epoch: 6/30, loss: 2.2136, acc: 0.5846
(TESTING) task: 4, epoch: 6/30, loss: 2.2136, acc: 0.5875
(TESTING) task: 4, epoch: 6/30, loss: 2.2124, acc: 0.5938
(TESTING) task: 4, epoch: 6/30, loss: 2.2126, acc: 0.5895
(TESTING) task: 4, epoch: 6/30, loss: 2.2125, acc: 0.5905
(TESTING) task: 4, epoch: 6/30, loss: 2.2126, acc: 0.5881
(TESTING) task: 4, epoch: 6/30, loss: 2.2121, acc: 0.5859
(TESTING) task: 4, epoch: 6/30, loss: 2.2115, acc: 0.5869
(TESTING) task: 4, epoch: 6/30, loss: 2.2115, acc: 0.5893
(TESTING) task: 4, epoch: 6/30, loss: 2.2121, acc: 0.5887
(TESTING) task: 4, epoch: 6/30, loss: 2.2119, acc: 0.5881
(TESTING) task: 4, epoch: 6/30, loss: 2.2114, acc: 0.5903
(TESTING) task: 4, epoch: 6/30, loss: 2.2113, acc: 0.5910
(TESTING) task: 4, epoch: 6/30, loss: 2.2115, acc: 0.5878
(TESTING) task: 4, epoch: 6/30, loss: 2.2115, acc: 0.5885
(TESTING) task: 4, epoch: 6/30, loss: 2.2111, acc: 0.5931
(TESTING) task: 4, epoch: 6/30, loss: 2.2112, acc: 0.5938
(TESTING) task: 4, epoch: 6/30, loss: 2.2109, acc: 0.5968
(TESTING) task: 4, epoch: 6/30, loss: 2.2116, acc: 0.5925
(TESTING) task: 4, epoch: 6/30, loss: 2.2121, acc: 0.5920
(TESTING) task: 4, epoch: 6/30, loss: 2.2117, acc: 0.5926
(TESTING) task: 4, epoch: 6/30, loss: 2.2123, acc: 0.5909
(TESTING) task: 4, epoch: 6/30, loss: 2.2124, acc: 0.5915
(TESTING) task: 4, epoch: 6/30, loss: 2.2122, acc: 0.5899
(TESTING) task: 4, epoch: 6/30, loss: 2.2114, acc: 0.5938
(TESTING) task: 4, epoch: 6/30, loss: 2.2117, acc: 0.5943
(TESTING) task: 4, epoch: 6/30, loss: 2.2117, acc: 0.5906
(TESTING) task: 4, epoch: 6/30, loss: 2.2119, acc: 0.5891
(TESTING) task: 4, epoch: 6/30, loss: 2.2117, acc: 0.5897
(TESTING) task: 4, epoch: 6/30, loss: 2.2116, acc: 0.5903
(TRAINING) task: 4, epoch: 7/30, loss: 2.2112, acc: 0.5703
(TRAINING) task: 4, epoch: 7/30, loss: 2.2113, acc: 0.5840
(TRAINING) task: 4, epoch: 7/30, loss: 2.2072, acc: 0.6042
(TRAINING) task: 4, epoch: 7/30, loss: 2.2062, acc: 0.6104
(TRAINING) task: 4, epoch: 7/30, loss: 2.2050, acc: 0.6242
(TRAINING) task: 4, epoch: 7/30, loss: 2.2049, acc: 0.6250
(TRAINING) task: 4, epoch: 7/30, loss: 2.2030, acc: 0.6283
(TRAINING) task: 4, epoch: 7/30, loss: 2.2044, acc: 0.6265
(TRAINING) task: 4, epoch: 7/30, loss: 2.2036, acc: 0.6302
(TRAINING) task: 4, epoch: 7/30, loss: 2.2025, acc: 0.6312
(TRAINING) task: 4, epoch: 7/30, loss: 2.2029, acc: 0.6325
(TRAINING) task: 4, epoch: 7/30, loss: 2.2031, acc: 0.6312
(TRAINING) task: 4, epoch: 7/30, loss: 2.2015, acc: 0.6325
(TRAINING) task: 4, epoch: 7/30, loss: 2.2003, acc: 0.6339
(TRAINING) task: 4, epoch: 7/30, loss: 2.1999, acc: 0.6344
(TRAINING) task: 4, epoch: 7/30, loss: 2.1995, acc: 0.6335
(TRAINING) task: 4, epoch: 7/30, loss: 2.1989, acc: 0.6333
(TRAINING) task: 4, epoch: 7/30, loss: 2.1989, acc: 0.6326
(TRAINING) task: 4, epoch: 7/30, loss: 2.1984, acc: 0.6365
(TRAINING) task: 4, epoch: 7/30, loss: 2.1984, acc: 0.6348
(TESTING) task: 4, epoch: 7/30, loss: 2.1948, acc: 0.4375
(TESTING) task: 4, epoch: 7/30, loss: 2.2016, acc: 0.4688
(TESTING) task: 4, epoch: 7/30, loss: 2.1855, acc: 0.5000
(TESTING) task: 4, epoch: 7/30, loss: 2.1895, acc: 0.5156
(TESTING) task: 4, epoch: 7/30, loss: 2.1915, acc: 0.5125
(TESTING) task: 4, epoch: 7/30, loss: 2.1900, acc: 0.5417
(TESTING) task: 4, epoch: 7/30, loss: 2.1957, acc: 0.5357
(TESTING) task: 4, epoch: 7/30, loss: 2.1950, acc: 0.5391
(TESTING) task: 4, epoch: 7/30, loss: 2.1950, acc: 0.5556
(TESTING) task: 4, epoch: 7/30, loss: 2.1936, acc: 0.5750
(TESTING) task: 4, epoch: 7/30, loss: 2.1933, acc: 0.5795
(TESTING) task: 4, epoch: 7/30, loss: 2.1935, acc: 0.5729
(TESTING) task: 4, epoch: 7/30, loss: 2.1920, acc: 0.5673
(TESTING) task: 4, epoch: 7/30, loss: 2.1911, acc: 0.5714
(TESTING) task: 4, epoch: 7/30, loss: 2.1893, acc: 0.5792
(TESTING) task: 4, epoch: 7/30, loss: 2.1907, acc: 0.5742
(TESTING) task: 4, epoch: 7/30, loss: 2.1924, acc: 0.5809
(TESTING) task: 4, epoch: 7/30, loss: 2.1944, acc: 0.5799
(TESTING) task: 4, epoch: 7/30, loss: 2.1929, acc: 0.5888
(TESTING) task: 4, epoch: 7/30, loss: 2.1937, acc: 0.5875
(TESTING) task: 4, epoch: 7/30, loss: 2.1933, acc: 0.5982
(TESTING) task: 4, epoch: 7/30, loss: 2.1926, acc: 0.5938
(TESTING) task: 4, epoch: 7/30, loss: 2.1931, acc: 0.5978
(TESTING) task: 4, epoch: 7/30, loss: 2.1947, acc: 0.5964
(TESTING) task: 4, epoch: 7/30, loss: 2.1931, acc: 0.5975
(TESTING) task: 4, epoch: 7/30, loss: 2.1938, acc: 0.5986
(TESTING) task: 4, epoch: 7/30, loss: 2.1944, acc: 0.5995
(TESTING) task: 4, epoch: 7/30, loss: 2.1919, acc: 0.6094
(TESTING) task: 4, epoch: 7/30, loss: 2.1916, acc: 0.6099
(TESTING) task: 4, epoch: 7/30, loss: 2.1928, acc: 0.6083
(TESTING) task: 4, epoch: 7/30, loss: 2.1937, acc: 0.6089
(TESTING) task: 4, epoch: 7/30, loss: 2.1939, acc: 0.6094
(TESTING) task: 4, epoch: 7/30, loss: 2.1937, acc: 0.6061
(TESTING) task: 4, epoch: 7/30, loss: 2.1923, acc: 0.6066
(TESTING) task: 4, epoch: 7/30, loss: 2.1913, acc: 0.6125
(TESTING) task: 4, epoch: 7/30, loss: 2.1917, acc: 0.6094
(TESTING) task: 4, epoch: 7/30, loss: 2.1908, acc: 0.6182
(TESTING) task: 4, epoch: 7/30, loss: 2.1911, acc: 0.6135
(TESTING) task: 4, epoch: 7/30, loss: 2.1909, acc: 0.6154
(TESTING) task: 4, epoch: 7/30, loss: 2.1904, acc: 0.6156
(TESTING) task: 4, epoch: 7/30, loss: 2.1902, acc: 0.6174
(TESTING) task: 4, epoch: 7/30, loss: 2.1896, acc: 0.6205
(TESTING) task: 4, epoch: 7/30, loss: 2.1898, acc: 0.6221
(TESTING) task: 4, epoch: 7/30, loss: 2.1894, acc: 0.6179
(TESTING) task: 4, epoch: 7/30, loss: 2.1902, acc: 0.6167
(TESTING) task: 4, epoch: 7/30, loss: 2.1894, acc: 0.6196
(TESTING) task: 4, epoch: 7/30, loss: 2.1893, acc: 0.6197
(TESTING) task: 4, epoch: 7/30, loss: 2.1900, acc: 0.6198
(TESTING) task: 4, epoch: 7/30, loss: 2.1899, acc: 0.6186
(TESTING) task: 4, epoch: 7/30, loss: 2.1900, acc: 0.6200
(TESTING) task: 4, epoch: 7/30, loss: 2.1905, acc: 0.6176
(TESTING) task: 4, epoch: 7/30, loss: 2.1895, acc: 0.6214
(TESTING) task: 4, epoch: 7/30, loss: 2.1893, acc: 0.6250
(TESTING) task: 4, epoch: 7/30, loss: 2.1899, acc: 0.6238
(TESTING) task: 4, epoch: 7/30, loss: 2.1901, acc: 0.6239
(TESTING) task: 4, epoch: 7/30, loss: 2.1909, acc: 0.6250
(TESTING) task: 4, epoch: 7/30, loss: 2.1912, acc: 0.6250
(TESTING) task: 4, epoch: 7/30, loss: 2.1900, acc: 0.6282
(TESTING) task: 4, epoch: 7/30, loss: 2.1894, acc: 0.6303
(TESTING) task: 4, epoch: 7/30, loss: 2.1897, acc: 0.6281
(TESTING) task: 4, epoch: 7/30, loss: 2.1901, acc: 0.6260
(TESTING) task: 4, epoch: 7/30, loss: 2.1903, acc: 0.6280
(TESTING) task: 4, epoch: 7/30, loss: 2.1904, acc: 0.6260
(TRAINING) task: 4, epoch: 8/30, loss: 2.2043, acc: 0.5781
(TRAINING) task: 4, epoch: 8/30, loss: 2.1944, acc: 0.6094
(TRAINING) task: 4, epoch: 8/30, loss: 2.1919, acc: 0.6328
(TRAINING) task: 4, epoch: 8/30, loss: 2.1924, acc: 0.6289
(TRAINING) task: 4, epoch: 8/30, loss: 2.1889, acc: 0.6445
(TRAINING) task: 4, epoch: 8/30, loss: 2.1880, acc: 0.6491
(TRAINING) task: 4, epoch: 8/30, loss: 2.1865, acc: 0.6501
(TRAINING) task: 4, epoch: 8/30, loss: 2.1860, acc: 0.6592
(TRAINING) task: 4, epoch: 8/30, loss: 2.1829, acc: 0.6623
(TRAINING) task: 4, epoch: 8/30, loss: 2.1828, acc: 0.6613
(TRAINING) task: 4, epoch: 8/30, loss: 2.1792, acc: 0.6655
(TRAINING) task: 4, epoch: 8/30, loss: 2.1782, acc: 0.6680
(TRAINING) task: 4, epoch: 8/30, loss: 2.1786, acc: 0.6686
(TRAINING) task: 4, epoch: 8/30, loss: 2.1779, acc: 0.6705
(TRAINING) task: 4, epoch: 8/30, loss: 2.1778, acc: 0.6701
(TRAINING) task: 4, epoch: 8/30, loss: 2.1776, acc: 0.6702
(TRAINING) task: 4, epoch: 8/30, loss: 2.1771, acc: 0.6691
(TRAINING) task: 4, epoch: 8/30, loss: 2.1761, acc: 0.6697
(TRAINING) task: 4, epoch: 8/30, loss: 2.1757, acc: 0.6725
(TRAINING) task: 4, epoch: 8/30, loss: 2.1750, acc: 0.6731
(TESTING) task: 4, epoch: 8/30, loss: 2.1521, acc: 0.9375
(TESTING) task: 4, epoch: 8/30, loss: 2.1765, acc: 0.6250
(TESTING) task: 4, epoch: 8/30, loss: 2.1637, acc: 0.6667
(TESTING) task: 4, epoch: 8/30, loss: 2.1579, acc: 0.7031
(TESTING) task: 4, epoch: 8/30, loss: 2.1568, acc: 0.7000
(TESTING) task: 4, epoch: 8/30, loss: 2.1504, acc: 0.7083
(TESTING) task: 4, epoch: 8/30, loss: 2.1566, acc: 0.6696
(TESTING) task: 4, epoch: 8/30, loss: 2.1545, acc: 0.6953
(TESTING) task: 4, epoch: 8/30, loss: 2.1623, acc: 0.6806
(TESTING) task: 4, epoch: 8/30, loss: 2.1630, acc: 0.6813
(TESTING) task: 4, epoch: 8/30, loss: 2.1621, acc: 0.6932
(TESTING) task: 4, epoch: 8/30, loss: 2.1614, acc: 0.6927
(TESTING) task: 4, epoch: 8/30, loss: 2.1634, acc: 0.6971
(TESTING) task: 4, epoch: 8/30, loss: 2.1659, acc: 0.6964
(TESTING) task: 4, epoch: 8/30, loss: 2.1668, acc: 0.6792
(TESTING) task: 4, epoch: 8/30, loss: 2.1651, acc: 0.6875
(TESTING) task: 4, epoch: 8/30, loss: 2.1635, acc: 0.6985
(TESTING) task: 4, epoch: 8/30, loss: 2.1626, acc: 0.7014
(TESTING) task: 4, epoch: 8/30, loss: 2.1638, acc: 0.7039
(TESTING) task: 4, epoch: 8/30, loss: 2.1622, acc: 0.7094
(TESTING) task: 4, epoch: 8/30, loss: 2.1607, acc: 0.7083
(TESTING) task: 4, epoch: 8/30, loss: 2.1590, acc: 0.7045
(TESTING) task: 4, epoch: 8/30, loss: 2.1571, acc: 0.7065
(TESTING) task: 4, epoch: 8/30, loss: 2.1591, acc: 0.6953
(TESTING) task: 4, epoch: 8/30, loss: 2.1610, acc: 0.6875
(TESTING) task: 4, epoch: 8/30, loss: 2.1612, acc: 0.6851
(TESTING) task: 4, epoch: 8/30, loss: 2.1632, acc: 0.6829
(TESTING) task: 4, epoch: 8/30, loss: 2.1652, acc: 0.6786
(TESTING) task: 4, epoch: 8/30, loss: 2.1639, acc: 0.6789
(TESTING) task: 4, epoch: 8/30, loss: 2.1636, acc: 0.6771
(TESTING) task: 4, epoch: 8/30, loss: 2.1625, acc: 0.6794
(TESTING) task: 4, epoch: 8/30, loss: 2.1625, acc: 0.6777
(TESTING) task: 4, epoch: 8/30, loss: 2.1626, acc: 0.6799
(TESTING) task: 4, epoch: 8/30, loss: 2.1607, acc: 0.6820
(TESTING) task: 4, epoch: 8/30, loss: 2.1601, acc: 0.6857
(TESTING) task: 4, epoch: 8/30, loss: 2.1604, acc: 0.6840
(TESTING) task: 4, epoch: 8/30, loss: 2.1612, acc: 0.6824
(TESTING) task: 4, epoch: 8/30, loss: 2.1618, acc: 0.6826
(TESTING) task: 4, epoch: 8/30, loss: 2.1640, acc: 0.6779
(TESTING) task: 4, epoch: 8/30, loss: 2.1640, acc: 0.6703
(TESTING) task: 4, epoch: 8/30, loss: 2.1632, acc: 0.6723
(TESTING) task: 4, epoch: 8/30, loss: 2.1620, acc: 0.6726
(TESTING) task: 4, epoch: 8/30, loss: 2.1618, acc: 0.6759
(TESTING) task: 4, epoch: 8/30, loss: 2.1627, acc: 0.6761
(TESTING) task: 4, epoch: 8/30, loss: 2.1621, acc: 0.6778
(TESTING) task: 4, epoch: 8/30, loss: 2.1618, acc: 0.6793
(TESTING) task: 4, epoch: 8/30, loss: 2.1627, acc: 0.6782
(TESTING) task: 4, epoch: 8/30, loss: 2.1626, acc: 0.6797
(TESTING) task: 4, epoch: 8/30, loss: 2.1638, acc: 0.6773
(TESTING) task: 4, epoch: 8/30, loss: 2.1622, acc: 0.6775
(TESTING) task: 4, epoch: 8/30, loss: 2.1641, acc: 0.6703
(TESTING) task: 4, epoch: 8/30, loss: 2.1645, acc: 0.6695
(TESTING) task: 4, epoch: 8/30, loss: 2.1651, acc: 0.6710
(TESTING) task: 4, epoch: 8/30, loss: 2.1657, acc: 0.6690
(TESTING) task: 4, epoch: 8/30, loss: 2.1656, acc: 0.6705
(TESTING) task: 4, epoch: 8/30, loss: 2.1656, acc: 0.6708
(TESTING) task: 4, epoch: 8/30, loss: 2.1658, acc: 0.6732
(TESTING) task: 4, epoch: 8/30, loss: 2.1661, acc: 0.6746
(TESTING) task: 4, epoch: 8/30, loss: 2.1662, acc: 0.6748
(TESTING) task: 4, epoch: 8/30, loss: 2.1663, acc: 0.6740
(TESTING) task: 4, epoch: 8/30, loss: 2.1664, acc: 0.6721
(TESTING) task: 4, epoch: 8/30, loss: 2.1670, acc: 0.6694
(TESTING) task: 4, epoch: 8/30, loss: 2.1666, acc: 0.6687
(TRAINING) task: 4, epoch: 9/30, loss: 2.1626, acc: 0.7539
(TRAINING) task: 4, epoch: 9/30, loss: 2.1648, acc: 0.7031
(TRAINING) task: 4, epoch: 9/30, loss: 2.1624, acc: 0.6914
(TRAINING) task: 4, epoch: 9/30, loss: 2.1629, acc: 0.7041
(TRAINING) task: 4, epoch: 9/30, loss: 2.1625, acc: 0.7008
(TRAINING) task: 4, epoch: 9/30, loss: 2.1619, acc: 0.6973
(TRAINING) task: 4, epoch: 9/30, loss: 2.1610, acc: 0.6959
(TRAINING) task: 4, epoch: 9/30, loss: 2.1602, acc: 0.6982
(TRAINING) task: 4, epoch: 9/30, loss: 2.1613, acc: 0.6940
(TRAINING) task: 4, epoch: 9/30, loss: 2.1597, acc: 0.6961
(TRAINING) task: 4, epoch: 9/30, loss: 2.1589, acc: 0.6950
(TRAINING) task: 4, epoch: 9/30, loss: 2.1576, acc: 0.6976
(TRAINING) task: 4, epoch: 9/30, loss: 2.1582, acc: 0.6956
(TRAINING) task: 4, epoch: 9/30, loss: 2.1575, acc: 0.6942
(TRAINING) task: 4, epoch: 9/30, loss: 2.1556, acc: 0.6961
(TRAINING) task: 4, epoch: 9/30, loss: 2.1529, acc: 0.6990
(TRAINING) task: 4, epoch: 9/30, loss: 2.1517, acc: 0.7004
(TRAINING) task: 4, epoch: 9/30, loss: 2.1511, acc: 0.7007
(TRAINING) task: 4, epoch: 9/30, loss: 2.1507, acc: 0.7011
(TRAINING) task: 4, epoch: 9/30, loss: 2.1503, acc: 0.7035
(TESTING) task: 4, epoch: 9/30, loss: 2.1466, acc: 0.8125
(TESTING) task: 4, epoch: 9/30, loss: 2.1325, acc: 0.7812
(TESTING) task: 4, epoch: 9/30, loss: 2.1290, acc: 0.7500
(TESTING) task: 4, epoch: 9/30, loss: 2.1159, acc: 0.7969
(TESTING) task: 4, epoch: 9/30, loss: 2.1078, acc: 0.8000
(TESTING) task: 4, epoch: 9/30, loss: 2.1225, acc: 0.7500
(TESTING) task: 4, epoch: 9/30, loss: 2.1293, acc: 0.7232
(TESTING) task: 4, epoch: 9/30, loss: 2.1242, acc: 0.7188
(TESTING) task: 4, epoch: 9/30, loss: 2.1221, acc: 0.7292
(TESTING) task: 4, epoch: 9/30, loss: 2.1261, acc: 0.7375
(TESTING) task: 4, epoch: 9/30, loss: 2.1256, acc: 0.7386
(TESTING) task: 4, epoch: 9/30, loss: 2.1254, acc: 0.7448
(TESTING) task: 4, epoch: 9/30, loss: 2.1253, acc: 0.7548
(TESTING) task: 4, epoch: 9/30, loss: 2.1206, acc: 0.7500
(TESTING) task: 4, epoch: 9/30, loss: 2.1226, acc: 0.7417
(TESTING) task: 4, epoch: 9/30, loss: 2.1258, acc: 0.7344
(TESTING) task: 4, epoch: 9/30, loss: 2.1273, acc: 0.7169
(TESTING) task: 4, epoch: 9/30, loss: 2.1315, acc: 0.7153
(TESTING) task: 4, epoch: 9/30, loss: 2.1314, acc: 0.7204
(TESTING) task: 4, epoch: 9/30, loss: 2.1344, acc: 0.7188
(TESTING) task: 4, epoch: 9/30, loss: 2.1328, acc: 0.7202
(TESTING) task: 4, epoch: 9/30, loss: 2.1323, acc: 0.7244
(TESTING) task: 4, epoch: 9/30, loss: 2.1351, acc: 0.7092
(TESTING) task: 4, epoch: 9/30, loss: 2.1339, acc: 0.7135
(TESTING) task: 4, epoch: 9/30, loss: 2.1341, acc: 0.7050
(TESTING) task: 4, epoch: 9/30, loss: 2.1352, acc: 0.7091
(TESTING) task: 4, epoch: 9/30, loss: 2.1357, acc: 0.7060
(TESTING) task: 4, epoch: 9/30, loss: 2.1336, acc: 0.7121
(TESTING) task: 4, epoch: 9/30, loss: 2.1338, acc: 0.7091
(TESTING) task: 4, epoch: 9/30, loss: 2.1340, acc: 0.7083
(TESTING) task: 4, epoch: 9/30, loss: 2.1357, acc: 0.7077
(TESTING) task: 4, epoch: 9/30, loss: 2.1370, acc: 0.7129
(TESTING) task: 4, epoch: 9/30, loss: 2.1356, acc: 0.7178
(TESTING) task: 4, epoch: 9/30, loss: 2.1364, acc: 0.7169
(TESTING) task: 4, epoch: 9/30, loss: 2.1344, acc: 0.7196
(TESTING) task: 4, epoch: 9/30, loss: 2.1347, acc: 0.7153
(TESTING) task: 4, epoch: 9/30, loss: 2.1354, acc: 0.7128
(TESTING) task: 4, epoch: 9/30, loss: 2.1366, acc: 0.7105
(TESTING) task: 4, epoch: 9/30, loss: 2.1342, acc: 0.7147
(TESTING) task: 4, epoch: 9/30, loss: 2.1355, acc: 0.7141
(TESTING) task: 4, epoch: 9/30, loss: 2.1371, acc: 0.7119
(TESTING) task: 4, epoch: 9/30, loss: 2.1372, acc: 0.7113
(TESTING) task: 4, epoch: 9/30, loss: 2.1373, acc: 0.7093
(TESTING) task: 4, epoch: 9/30, loss: 2.1387, acc: 0.7102
(TESTING) task: 4, epoch: 9/30, loss: 2.1398, acc: 0.7097
(TESTING) task: 4, epoch: 9/30, loss: 2.1416, acc: 0.7024
(TESTING) task: 4, epoch: 9/30, loss: 2.1400, acc: 0.7048
(TESTING) task: 4, epoch: 9/30, loss: 2.1408, acc: 0.7031
(TESTING) task: 4, epoch: 9/30, loss: 2.1406, acc: 0.7028
(TESTING) task: 4, epoch: 9/30, loss: 2.1396, acc: 0.7050
(TESTING) task: 4, epoch: 9/30, loss: 2.1389, acc: 0.7083
(TESTING) task: 4, epoch: 9/30, loss: 2.1391, acc: 0.7067
(TESTING) task: 4, epoch: 9/30, loss: 2.1391, acc: 0.7087
(TESTING) task: 4, epoch: 9/30, loss: 2.1386, acc: 0.7106
(TESTING) task: 4, epoch: 9/30, loss: 2.1388, acc: 0.7125
(TESTING) task: 4, epoch: 9/30, loss: 2.1390, acc: 0.7109
(TESTING) task: 4, epoch: 9/30, loss: 2.1384, acc: 0.7105
(TESTING) task: 4, epoch: 9/30, loss: 2.1390, acc: 0.7080
(TESTING) task: 4, epoch: 9/30, loss: 2.1399, acc: 0.7044
(TESTING) task: 4, epoch: 9/30, loss: 2.1406, acc: 0.7010
(TESTING) task: 4, epoch: 9/30, loss: 2.1398, acc: 0.7039
(TESTING) task: 4, epoch: 9/30, loss: 2.1406, acc: 0.7036
(TESTING) task: 4, epoch: 9/30, loss: 2.1410, acc: 0.7004
(TRAINING) task: 4, epoch: 10/30, loss: 2.1381, acc: 0.6914
(TRAINING) task: 4, epoch: 10/30, loss: 2.1366, acc: 0.6973
(TRAINING) task: 4, epoch: 10/30, loss: 2.1342, acc: 0.7044
(TRAINING) task: 4, epoch: 10/30, loss: 2.1335, acc: 0.7061
(TRAINING) task: 4, epoch: 10/30, loss: 2.1326, acc: 0.7133
(TRAINING) task: 4, epoch: 10/30, loss: 2.1325, acc: 0.7214
(TRAINING) task: 4, epoch: 10/30, loss: 2.1305, acc: 0.7271
(TRAINING) task: 4, epoch: 10/30, loss: 2.1304, acc: 0.7271
(TRAINING) task: 4, epoch: 10/30, loss: 2.1290, acc: 0.7253
(TRAINING) task: 4, epoch: 10/30, loss: 2.1294, acc: 0.7270
(TRAINING) task: 4, epoch: 10/30, loss: 2.1286, acc: 0.7283
(TRAINING) task: 4, epoch: 10/30, loss: 2.1295, acc: 0.7279
(TRAINING) task: 4, epoch: 10/30, loss: 2.1294, acc: 0.7287
(TRAINING) task: 4, epoch: 10/30, loss: 2.1287, acc: 0.7327
(TRAINING) task: 4, epoch: 10/30, loss: 2.1285, acc: 0.7331
(TRAINING) task: 4, epoch: 10/30, loss: 2.1267, acc: 0.7336
(TRAINING) task: 4, epoch: 10/30, loss: 2.1264, acc: 0.7332
(TRAINING) task: 4, epoch: 10/30, loss: 2.1264, acc: 0.7311
(TRAINING) task: 4, epoch: 10/30, loss: 2.1249, acc: 0.7325
(TRAINING) task: 4, epoch: 10/30, loss: 2.1244, acc: 0.7312
(TESTING) task: 4, epoch: 10/30, loss: 2.1806, acc: 0.6250
(TESTING) task: 4, epoch: 10/30, loss: 2.1653, acc: 0.6875
(TESTING) task: 4, epoch: 10/30, loss: 2.1580, acc: 0.6875
(TESTING) task: 4, epoch: 10/30, loss: 2.1526, acc: 0.7031
(TESTING) task: 4, epoch: 10/30, loss: 2.1442, acc: 0.7000
(TESTING) task: 4, epoch: 10/30, loss: 2.1405, acc: 0.7188
(TESTING) task: 4, epoch: 10/30, loss: 2.1369, acc: 0.7143
(TESTING) task: 4, epoch: 10/30, loss: 2.1266, acc: 0.7344
(TESTING) task: 4, epoch: 10/30, loss: 2.1250, acc: 0.7500
(TESTING) task: 4, epoch: 10/30, loss: 2.1263, acc: 0.7500
(TESTING) task: 4, epoch: 10/30, loss: 2.1211, acc: 0.7557
(TESTING) task: 4, epoch: 10/30, loss: 2.1176, acc: 0.7708
(TESTING) task: 4, epoch: 10/30, loss: 2.1151, acc: 0.7644
(TESTING) task: 4, epoch: 10/30, loss: 2.1179, acc: 0.7500
(TESTING) task: 4, epoch: 10/30, loss: 2.1210, acc: 0.7500
(TESTING) task: 4, epoch: 10/30, loss: 2.1237, acc: 0.7344
(TESTING) task: 4, epoch: 10/30, loss: 2.1235, acc: 0.7353
(TESTING) task: 4, epoch: 10/30, loss: 2.1242, acc: 0.7292
(TESTING) task: 4, epoch: 10/30, loss: 2.1246, acc: 0.7368
(TESTING) task: 4, epoch: 10/30, loss: 2.1244, acc: 0.7375
(TESTING) task: 4, epoch: 10/30, loss: 2.1256, acc: 0.7202
(TESTING) task: 4, epoch: 10/30, loss: 2.1270, acc: 0.7244
(TESTING) task: 4, epoch: 10/30, loss: 2.1257, acc: 0.7255
(TESTING) task: 4, epoch: 10/30, loss: 2.1221, acc: 0.7344
(TESTING) task: 4, epoch: 10/30, loss: 2.1247, acc: 0.7350
(TESTING) task: 4, epoch: 10/30, loss: 2.1207, acc: 0.7452
(TESTING) task: 4, epoch: 10/30, loss: 2.1191, acc: 0.7454
(TESTING) task: 4, epoch: 10/30, loss: 2.1183, acc: 0.7433
(TESTING) task: 4, epoch: 10/30, loss: 2.1198, acc: 0.7435
(TESTING) task: 4, epoch: 10/30, loss: 2.1171, acc: 0.7500
(TESTING) task: 4, epoch: 10/30, loss: 2.1176, acc: 0.7480
(TESTING) task: 4, epoch: 10/30, loss: 2.1192, acc: 0.7383
(TESTING) task: 4, epoch: 10/30, loss: 2.1197, acc: 0.7405
(TESTING) task: 4, epoch: 10/30, loss: 2.1178, acc: 0.7408
(TESTING) task: 4, epoch: 10/30, loss: 2.1195, acc: 0.7411
(TESTING) task: 4, epoch: 10/30, loss: 2.1194, acc: 0.7361
(TESTING) task: 4, epoch: 10/30, loss: 2.1165, acc: 0.7399
(TESTING) task: 4, epoch: 10/30, loss: 2.1163, acc: 0.7368
(TESTING) task: 4, epoch: 10/30, loss: 2.1169, acc: 0.7340
(TESTING) task: 4, epoch: 10/30, loss: 2.1166, acc: 0.7359
(TESTING) task: 4, epoch: 10/30, loss: 2.1158, acc: 0.7348
(TESTING) task: 4, epoch: 10/30, loss: 2.1168, acc: 0.7336
(TESTING) task: 4, epoch: 10/30, loss: 2.1191, acc: 0.7297
(TESTING) task: 4, epoch: 10/30, loss: 2.1181, acc: 0.7315
(TESTING) task: 4, epoch: 10/30, loss: 2.1190, acc: 0.7306
(TESTING) task: 4, epoch: 10/30, loss: 2.1174, acc: 0.7351
(TESTING) task: 4, epoch: 10/30, loss: 2.1176, acc: 0.7340
(TESTING) task: 4, epoch: 10/30, loss: 2.1163, acc: 0.7383
(TESTING) task: 4, epoch: 10/30, loss: 2.1168, acc: 0.7385
(TESTING) task: 4, epoch: 10/30, loss: 2.1168, acc: 0.7388
(TESTING) task: 4, epoch: 10/30, loss: 2.1177, acc: 0.7341
(TESTING) task: 4, epoch: 10/30, loss: 2.1168, acc: 0.7356
(TESTING) task: 4, epoch: 10/30, loss: 2.1157, acc: 0.7358
(TESTING) task: 4, epoch: 10/30, loss: 2.1153, acc: 0.7361
(TESTING) task: 4, epoch: 10/30, loss: 2.1135, acc: 0.7375
(TESTING) task: 4, epoch: 10/30, loss: 2.1151, acc: 0.7366
(TESTING) task: 4, epoch: 10/30, loss: 2.1152, acc: 0.7357
(TESTING) task: 4, epoch: 10/30, loss: 2.1145, acc: 0.7371
(TESTING) task: 4, epoch: 10/30, loss: 2.1145, acc: 0.7341
(TESTING) task: 4, epoch: 10/30, loss: 2.1150, acc: 0.7323
(TESTING) task: 4, epoch: 10/30, loss: 2.1163, acc: 0.7316
(TESTING) task: 4, epoch: 10/30, loss: 2.1152, acc: 0.7329
(TESTING) task: 4, epoch: 10/30, loss: 2.1151, acc: 0.7331
(TRAINING) task: 4, epoch: 11/30, loss: 2.1219, acc: 0.7188
(TRAINING) task: 4, epoch: 11/30, loss: 2.1123, acc: 0.7422
(TRAINING) task: 4, epoch: 11/30, loss: 2.1137, acc: 0.7578
(TRAINING) task: 4, epoch: 11/30, loss: 2.1143, acc: 0.7451
(TRAINING) task: 4, epoch: 11/30, loss: 2.1097, acc: 0.7547
(TRAINING) task: 4, epoch: 11/30, loss: 2.1060, acc: 0.7578
(TRAINING) task: 4, epoch: 11/30, loss: 2.1057, acc: 0.7573
(TRAINING) task: 4, epoch: 11/30, loss: 2.1056, acc: 0.7583
(TRAINING) task: 4, epoch: 11/30, loss: 2.1054, acc: 0.7535
(TRAINING) task: 4, epoch: 11/30, loss: 2.1035, acc: 0.7543
(TRAINING) task: 4, epoch: 11/30, loss: 2.1024, acc: 0.7567
(TRAINING) task: 4, epoch: 11/30, loss: 2.0992, acc: 0.7581
(TRAINING) task: 4, epoch: 11/30, loss: 2.0998, acc: 0.7575
(TRAINING) task: 4, epoch: 11/30, loss: 2.0987, acc: 0.7609
(TRAINING) task: 4, epoch: 11/30, loss: 2.0985, acc: 0.7594
(TRAINING) task: 4, epoch: 11/30, loss: 2.0984, acc: 0.7593
(TRAINING) task: 4, epoch: 11/30, loss: 2.0991, acc: 0.7590
(TRAINING) task: 4, epoch: 11/30, loss: 2.0997, acc: 0.7582
(TRAINING) task: 4, epoch: 11/30, loss: 2.0985, acc: 0.7597
(TRAINING) task: 4, epoch: 11/30, loss: 2.0981, acc: 0.7588
(TESTING) task: 4, epoch: 11/30, loss: 2.1382, acc: 0.6875
(TESTING) task: 4, epoch: 11/30, loss: 2.1175, acc: 0.6875
(TESTING) task: 4, epoch: 11/30, loss: 2.1030, acc: 0.6875
(TESTING) task: 4, epoch: 11/30, loss: 2.1130, acc: 0.6875
(TESTING) task: 4, epoch: 11/30, loss: 2.0954, acc: 0.7250
(TESTING) task: 4, epoch: 11/30, loss: 2.0838, acc: 0.7396
(TESTING) task: 4, epoch: 11/30, loss: 2.0754, acc: 0.7679
(TESTING) task: 4, epoch: 11/30, loss: 2.0787, acc: 0.7812
(TESTING) task: 4, epoch: 11/30, loss: 2.0859, acc: 0.7917
(TESTING) task: 4, epoch: 11/30, loss: 2.0861, acc: 0.7875
(TESTING) task: 4, epoch: 11/30, loss: 2.0814, acc: 0.7727
(TESTING) task: 4, epoch: 11/30, loss: 2.0753, acc: 0.7656
(TESTING) task: 4, epoch: 11/30, loss: 2.0782, acc: 0.7644
(TESTING) task: 4, epoch: 11/30, loss: 2.0793, acc: 0.7589
(TESTING) task: 4, epoch: 11/30, loss: 2.0778, acc: 0.7667
(TESTING) task: 4, epoch: 11/30, loss: 2.0787, acc: 0.7500
(TESTING) task: 4, epoch: 11/30, loss: 2.0803, acc: 0.7463
(TESTING) task: 4, epoch: 11/30, loss: 2.0820, acc: 0.7431
(TESTING) task: 4, epoch: 11/30, loss: 2.0778, acc: 0.7500
(TESTING) task: 4, epoch: 11/30, loss: 2.0804, acc: 0.7531
(TESTING) task: 4, epoch: 11/30, loss: 2.0820, acc: 0.7470
(TESTING) task: 4, epoch: 11/30, loss: 2.0823, acc: 0.7500
(TESTING) task: 4, epoch: 11/30, loss: 2.0816, acc: 0.7527
(TESTING) task: 4, epoch: 11/30, loss: 2.0819, acc: 0.7552
(TESTING) task: 4, epoch: 11/30, loss: 2.0843, acc: 0.7525
(TESTING) task: 4, epoch: 11/30, loss: 2.0845, acc: 0.7548
(TESTING) task: 4, epoch: 11/30, loss: 2.0857, acc: 0.7616
(TESTING) task: 4, epoch: 11/30, loss: 2.0854, acc: 0.7656
(TESTING) task: 4, epoch: 11/30, loss: 2.0857, acc: 0.7672
(TESTING) task: 4, epoch: 11/30, loss: 2.0876, acc: 0.7688
(TESTING) task: 4, epoch: 11/30, loss: 2.0882, acc: 0.7661
(TESTING) task: 4, epoch: 11/30, loss: 2.0887, acc: 0.7676
(TESTING) task: 4, epoch: 11/30, loss: 2.0875, acc: 0.7652
(TESTING) task: 4, epoch: 11/30, loss: 2.0877, acc: 0.7647
(TESTING) task: 4, epoch: 11/30, loss: 2.0891, acc: 0.7625
(TESTING) task: 4, epoch: 11/30, loss: 2.0880, acc: 0.7674
(TESTING) task: 4, epoch: 11/30, loss: 2.0890, acc: 0.7635
(TESTING) task: 4, epoch: 11/30, loss: 2.0907, acc: 0.7615
(TESTING) task: 4, epoch: 11/30, loss: 2.0892, acc: 0.7612
(TESTING) task: 4, epoch: 11/30, loss: 2.0907, acc: 0.7578
(TESTING) task: 4, epoch: 11/30, loss: 2.0903, acc: 0.7622
(TESTING) task: 4, epoch: 11/30, loss: 2.0884, acc: 0.7664
(TESTING) task: 4, epoch: 11/30, loss: 2.0878, acc: 0.7689
(TESTING) task: 4, epoch: 11/30, loss: 2.0866, acc: 0.7685
(TESTING) task: 4, epoch: 11/30, loss: 2.0878, acc: 0.7667
(TESTING) task: 4, epoch: 11/30, loss: 2.0868, acc: 0.7690
(TESTING) task: 4, epoch: 11/30, loss: 2.0877, acc: 0.7686
(TESTING) task: 4, epoch: 11/30, loss: 2.0886, acc: 0.7669
(TESTING) task: 4, epoch: 11/30, loss: 2.0891, acc: 0.7666
(TESTING) task: 4, epoch: 11/30, loss: 2.0888, acc: 0.7662
(TESTING) task: 4, epoch: 11/30, loss: 2.0888, acc: 0.7672
(TESTING) task: 4, epoch: 11/30, loss: 2.0885, acc: 0.7704
(TESTING) task: 4, epoch: 11/30, loss: 2.0887, acc: 0.7689
(TESTING) task: 4, epoch: 11/30, loss: 2.0887, acc: 0.7697
(TESTING) task: 4, epoch: 11/30, loss: 2.0883, acc: 0.7693
(TESTING) task: 4, epoch: 11/30, loss: 2.0891, acc: 0.7634
(TESTING) task: 4, epoch: 11/30, loss: 2.0901, acc: 0.7621
(TESTING) task: 4, epoch: 11/30, loss: 2.0887, acc: 0.7640
(TESTING) task: 4, epoch: 11/30, loss: 2.0887, acc: 0.7617
(TESTING) task: 4, epoch: 11/30, loss: 2.0889, acc: 0.7625
(TESTING) task: 4, epoch: 11/30, loss: 2.0895, acc: 0.7623
(TESTING) task: 4, epoch: 11/30, loss: 2.0893, acc: 0.7631
(TESTING) task: 4, epoch: 11/30, loss: 2.0892, acc: 0.7629
(TRAINING) task: 4, epoch: 12/30, loss: 2.0879, acc: 0.7461
(TRAINING) task: 4, epoch: 12/30, loss: 2.0764, acc: 0.7695
(TRAINING) task: 4, epoch: 12/30, loss: 2.0763, acc: 0.7734
(TRAINING) task: 4, epoch: 12/30, loss: 2.0760, acc: 0.7764
(TRAINING) task: 4, epoch: 12/30, loss: 2.0780, acc: 0.7602
(TRAINING) task: 4, epoch: 12/30, loss: 2.0752, acc: 0.7689
(TRAINING) task: 4, epoch: 12/30, loss: 2.0716, acc: 0.7768
(TRAINING) task: 4, epoch: 12/30, loss: 2.0715, acc: 0.7759
(TRAINING) task: 4, epoch: 12/30, loss: 2.0754, acc: 0.7713
(TRAINING) task: 4, epoch: 12/30, loss: 2.0757, acc: 0.7703
(TRAINING) task: 4, epoch: 12/30, loss: 2.0743, acc: 0.7741
(TRAINING) task: 4, epoch: 12/30, loss: 2.0739, acc: 0.7754
(TRAINING) task: 4, epoch: 12/30, loss: 2.0755, acc: 0.7776
(TRAINING) task: 4, epoch: 12/30, loss: 2.0750, acc: 0.7785
(TRAINING) task: 4, epoch: 12/30, loss: 2.0751, acc: 0.7760
(TRAINING) task: 4, epoch: 12/30, loss: 2.0742, acc: 0.7754
(TRAINING) task: 4, epoch: 12/30, loss: 2.0735, acc: 0.7780
(TRAINING) task: 4, epoch: 12/30, loss: 2.0719, acc: 0.7789
(TRAINING) task: 4, epoch: 12/30, loss: 2.0707, acc: 0.7800
(TRAINING) task: 4, epoch: 12/30, loss: 2.0717, acc: 0.7793
(TESTING) task: 4, epoch: 12/30, loss: 2.1568, acc: 0.6250
(TESTING) task: 4, epoch: 12/30, loss: 2.0961, acc: 0.7188
(TESTING) task: 4, epoch: 12/30, loss: 2.0393, acc: 0.7500
(TESTING) task: 4, epoch: 12/30, loss: 2.0362, acc: 0.7812
(TESTING) task: 4, epoch: 12/30, loss: 2.0453, acc: 0.7375
(TESTING) task: 4, epoch: 12/30, loss: 2.0591, acc: 0.7292
(TESTING) task: 4, epoch: 12/30, loss: 2.0491, acc: 0.7500
(TESTING) task: 4, epoch: 12/30, loss: 2.0428, acc: 0.7656
(TESTING) task: 4, epoch: 12/30, loss: 2.0461, acc: 0.7778
(TESTING) task: 4, epoch: 12/30, loss: 2.0535, acc: 0.7562
(TESTING) task: 4, epoch: 12/30, loss: 2.0536, acc: 0.7614
(TESTING) task: 4, epoch: 12/30, loss: 2.0549, acc: 0.7656
(TESTING) task: 4, epoch: 12/30, loss: 2.0568, acc: 0.7837
(TESTING) task: 4, epoch: 12/30, loss: 2.0624, acc: 0.7812
(TESTING) task: 4, epoch: 12/30, loss: 2.0634, acc: 0.7792
(TESTING) task: 4, epoch: 12/30, loss: 2.0651, acc: 0.7773
(TESTING) task: 4, epoch: 12/30, loss: 2.0670, acc: 0.7721
(TESTING) task: 4, epoch: 12/30, loss: 2.0708, acc: 0.7743
(TESTING) task: 4, epoch: 12/30, loss: 2.0683, acc: 0.7730
(TESTING) task: 4, epoch: 12/30, loss: 2.0685, acc: 0.7719
(TESTING) task: 4, epoch: 12/30, loss: 2.0651, acc: 0.7798
(TESTING) task: 4, epoch: 12/30, loss: 2.0606, acc: 0.7841
(TESTING) task: 4, epoch: 12/30, loss: 2.0606, acc: 0.7826
(TESTING) task: 4, epoch: 12/30, loss: 2.0586, acc: 0.7891
(TESTING) task: 4, epoch: 12/30, loss: 2.0601, acc: 0.7875
(TESTING) task: 4, epoch: 12/30, loss: 2.0588, acc: 0.7861
(TESTING) task: 4, epoch: 12/30, loss: 2.0583, acc: 0.7847
(TESTING) task: 4, epoch: 12/30, loss: 2.0621, acc: 0.7790
(TESTING) task: 4, epoch: 12/30, loss: 2.0608, acc: 0.7802
(TESTING) task: 4, epoch: 12/30, loss: 2.0609, acc: 0.7792
(TESTING) task: 4, epoch: 12/30, loss: 2.0586, acc: 0.7823
(TESTING) task: 4, epoch: 12/30, loss: 2.0587, acc: 0.7832
(TESTING) task: 4, epoch: 12/30, loss: 2.0617, acc: 0.7765
(TESTING) task: 4, epoch: 12/30, loss: 2.0649, acc: 0.7739
(TESTING) task: 4, epoch: 12/30, loss: 2.0648, acc: 0.7732
(TESTING) task: 4, epoch: 12/30, loss: 2.0647, acc: 0.7726
(TESTING) task: 4, epoch: 12/30, loss: 2.0656, acc: 0.7753
(TESTING) task: 4, epoch: 12/30, loss: 2.0667, acc: 0.7697
(TESTING) task: 4, epoch: 12/30, loss: 2.0645, acc: 0.7708
(TESTING) task: 4, epoch: 12/30, loss: 2.0625, acc: 0.7750
(TESTING) task: 4, epoch: 12/30, loss: 2.0632, acc: 0.7774
(TESTING) task: 4, epoch: 12/30, loss: 2.0639, acc: 0.7812
(TESTING) task: 4, epoch: 12/30, loss: 2.0618, acc: 0.7820
(TESTING) task: 4, epoch: 12/30, loss: 2.0643, acc: 0.7784
(TESTING) task: 4, epoch: 12/30, loss: 2.0623, acc: 0.7792
(TESTING) task: 4, epoch: 12/30, loss: 2.0628, acc: 0.7785
(TESTING) task: 4, epoch: 12/30, loss: 2.0614, acc: 0.7806
(TESTING) task: 4, epoch: 12/30, loss: 2.0637, acc: 0.7747
(TESTING) task: 4, epoch: 12/30, loss: 2.0648, acc: 0.7755
(TESTING) task: 4, epoch: 12/30, loss: 2.0627, acc: 0.7775
(TESTING) task: 4, epoch: 12/30, loss: 2.0632, acc: 0.7770
(TESTING) task: 4, epoch: 12/30, loss: 2.0631, acc: 0.7788
(TESTING) task: 4, epoch: 12/30, loss: 2.0646, acc: 0.7771
(TESTING) task: 4, epoch: 12/30, loss: 2.0628, acc: 0.7778
(TESTING) task: 4, epoch: 12/30, loss: 2.0629, acc: 0.7784
(TESTING) task: 4, epoch: 12/30, loss: 2.0627, acc: 0.7779
(TESTING) task: 4, epoch: 12/30, loss: 2.0644, acc: 0.7763
(TESTING) task: 4, epoch: 12/30, loss: 2.0637, acc: 0.7759
(TESTING) task: 4, epoch: 12/30, loss: 2.0645, acc: 0.7754
(TESTING) task: 4, epoch: 12/30, loss: 2.0636, acc: 0.7760
(TESTING) task: 4, epoch: 12/30, loss: 2.0634, acc: 0.7766
(TESTING) task: 4, epoch: 12/30, loss: 2.0637, acc: 0.7752
(TESTING) task: 4, epoch: 12/30, loss: 2.0637, acc: 0.7768
(TRAINING) task: 4, epoch: 13/30, loss: 2.0731, acc: 0.7773
(TRAINING) task: 4, epoch: 13/30, loss: 2.0643, acc: 0.7773
(TRAINING) task: 4, epoch: 13/30, loss: 2.0633, acc: 0.7760
(TRAINING) task: 4, epoch: 13/30, loss: 2.0619, acc: 0.7793
(TRAINING) task: 4, epoch: 13/30, loss: 2.0586, acc: 0.7797
(TRAINING) task: 4, epoch: 13/30, loss: 2.0538, acc: 0.7852
(TRAINING) task: 4, epoch: 13/30, loss: 2.0525, acc: 0.7885
(TRAINING) task: 4, epoch: 13/30, loss: 2.0538, acc: 0.7852
(TRAINING) task: 4, epoch: 13/30, loss: 2.0532, acc: 0.7865
(TRAINING) task: 4, epoch: 13/30, loss: 2.0518, acc: 0.7859
(TRAINING) task: 4, epoch: 13/30, loss: 2.0493, acc: 0.7880
(TRAINING) task: 4, epoch: 13/30, loss: 2.0494, acc: 0.7884
(TRAINING) task: 4, epoch: 13/30, loss: 2.0503, acc: 0.7894
(TRAINING) task: 4, epoch: 13/30, loss: 2.0490, acc: 0.7907
(TRAINING) task: 4, epoch: 13/30, loss: 2.0468, acc: 0.7901
(TRAINING) task: 4, epoch: 13/30, loss: 2.0452, acc: 0.7925
(TRAINING) task: 4, epoch: 13/30, loss: 2.0459, acc: 0.7907
(TRAINING) task: 4, epoch: 13/30, loss: 2.0457, acc: 0.7923
(TRAINING) task: 4, epoch: 13/30, loss: 2.0460, acc: 0.7909
(TRAINING) task: 4, epoch: 13/30, loss: 2.0470, acc: 0.7896
(TESTING) task: 4, epoch: 13/30, loss: 2.0826, acc: 0.6875
(TESTING) task: 4, epoch: 13/30, loss: 2.0500, acc: 0.7500
(TESTING) task: 4, epoch: 13/30, loss: 2.0515, acc: 0.7708
(TESTING) task: 4, epoch: 13/30, loss: 2.0217, acc: 0.7969
(TESTING) task: 4, epoch: 13/30, loss: 2.0184, acc: 0.7875
(TESTING) task: 4, epoch: 13/30, loss: 2.0054, acc: 0.7917
(TESTING) task: 4, epoch: 13/30, loss: 2.0059, acc: 0.7946
(TESTING) task: 4, epoch: 13/30, loss: 1.9967, acc: 0.7891
(TESTING) task: 4, epoch: 13/30, loss: 2.0058, acc: 0.7778
(TESTING) task: 4, epoch: 13/30, loss: 2.0036, acc: 0.7812
(TESTING) task: 4, epoch: 13/30, loss: 2.0138, acc: 0.7841
(TESTING) task: 4, epoch: 13/30, loss: 2.0225, acc: 0.7812
(TESTING) task: 4, epoch: 13/30, loss: 2.0230, acc: 0.7837
(TESTING) task: 4, epoch: 13/30, loss: 2.0261, acc: 0.7857
(TESTING) task: 4, epoch: 13/30, loss: 2.0244, acc: 0.7833
(TESTING) task: 4, epoch: 13/30, loss: 2.0280, acc: 0.7852
(TESTING) task: 4, epoch: 13/30, loss: 2.0241, acc: 0.7868
(TESTING) task: 4, epoch: 13/30, loss: 2.0263, acc: 0.7847
(TESTING) task: 4, epoch: 13/30, loss: 2.0240, acc: 0.7928
(TESTING) task: 4, epoch: 13/30, loss: 2.0244, acc: 0.7937
(TESTING) task: 4, epoch: 13/30, loss: 2.0238, acc: 0.8006
(TESTING) task: 4, epoch: 13/30, loss: 2.0228, acc: 0.8011
(TESTING) task: 4, epoch: 13/30, loss: 2.0256, acc: 0.7962
(TESTING) task: 4, epoch: 13/30, loss: 2.0264, acc: 0.7969
(TESTING) task: 4, epoch: 13/30, loss: 2.0273, acc: 0.7950
(TESTING) task: 4, epoch: 13/30, loss: 2.0280, acc: 0.7957
(TESTING) task: 4, epoch: 13/30, loss: 2.0286, acc: 0.7940
(TESTING) task: 4, epoch: 13/30, loss: 2.0287, acc: 0.7902
(TESTING) task: 4, epoch: 13/30, loss: 2.0322, acc: 0.7888
(TESTING) task: 4, epoch: 13/30, loss: 2.0285, acc: 0.7917
(TESTING) task: 4, epoch: 13/30, loss: 2.0280, acc: 0.7923
(TESTING) task: 4, epoch: 13/30, loss: 2.0317, acc: 0.7891
(TESTING) task: 4, epoch: 13/30, loss: 2.0321, acc: 0.7860
(TESTING) task: 4, epoch: 13/30, loss: 2.0303, acc: 0.7849
(TESTING) task: 4, epoch: 13/30, loss: 2.0295, acc: 0.7821
(TESTING) task: 4, epoch: 13/30, loss: 2.0287, acc: 0.7847
(TESTING) task: 4, epoch: 13/30, loss: 2.0298, acc: 0.7872
(TESTING) task: 4, epoch: 13/30, loss: 2.0316, acc: 0.7911
(TESTING) task: 4, epoch: 13/30, loss: 2.0331, acc: 0.7917
(TESTING) task: 4, epoch: 13/30, loss: 2.0338, acc: 0.7891
(TESTING) task: 4, epoch: 13/30, loss: 2.0351, acc: 0.7866
(TESTING) task: 4, epoch: 13/30, loss: 2.0330, acc: 0.7887
(TESTING) task: 4, epoch: 13/30, loss: 2.0352, acc: 0.7892
(TESTING) task: 4, epoch: 13/30, loss: 2.0357, acc: 0.7926
(TESTING) task: 4, epoch: 13/30, loss: 2.0363, acc: 0.7944
(TESTING) task: 4, epoch: 13/30, loss: 2.0360, acc: 0.7921
(TESTING) task: 4, epoch: 13/30, loss: 2.0362, acc: 0.7926
(TESTING) task: 4, epoch: 13/30, loss: 2.0366, acc: 0.7917
(TESTING) task: 4, epoch: 13/30, loss: 2.0359, acc: 0.7921
(TESTING) task: 4, epoch: 13/30, loss: 2.0347, acc: 0.7950
(TESTING) task: 4, epoch: 13/30, loss: 2.0347, acc: 0.7966
(TESTING) task: 4, epoch: 13/30, loss: 2.0351, acc: 0.7993
(TESTING) task: 4, epoch: 13/30, loss: 2.0354, acc: 0.7983
(TESTING) task: 4, epoch: 13/30, loss: 2.0368, acc: 0.7975
(TESTING) task: 4, epoch: 13/30, loss: 2.0375, acc: 0.7966
(TESTING) task: 4, epoch: 13/30, loss: 2.0388, acc: 0.7946
(TESTING) task: 4, epoch: 13/30, loss: 2.0378, acc: 0.7950
(TESTING) task: 4, epoch: 13/30, loss: 2.0377, acc: 0.7931
(TESTING) task: 4, epoch: 13/30, loss: 2.0385, acc: 0.7945
(TESTING) task: 4, epoch: 13/30, loss: 2.0397, acc: 0.7917
(TESTING) task: 4, epoch: 13/30, loss: 2.0400, acc: 0.7889
(TESTING) task: 4, epoch: 13/30, loss: 2.0406, acc: 0.7883
(TESTING) task: 4, epoch: 13/30, loss: 2.0403, acc: 0.7877
(TRAINING) task: 4, epoch: 14/30, loss: 2.0295, acc: 0.7773
(TRAINING) task: 4, epoch: 14/30, loss: 2.0340, acc: 0.7832
(TRAINING) task: 4, epoch: 14/30, loss: 2.0369, acc: 0.7943
(TRAINING) task: 4, epoch: 14/30, loss: 2.0374, acc: 0.7900
(TRAINING) task: 4, epoch: 14/30, loss: 2.0414, acc: 0.7836
(TRAINING) task: 4, epoch: 14/30, loss: 2.0376, acc: 0.7878
(TRAINING) task: 4, epoch: 14/30, loss: 2.0359, acc: 0.7891
(TRAINING) task: 4, epoch: 14/30, loss: 2.0377, acc: 0.7822
(TRAINING) task: 4, epoch: 14/30, loss: 2.0374, acc: 0.7856
(TRAINING) task: 4, epoch: 14/30, loss: 2.0360, acc: 0.7859
(TRAINING) task: 4, epoch: 14/30, loss: 2.0336, acc: 0.7880
(TRAINING) task: 4, epoch: 14/30, loss: 2.0322, acc: 0.7871
(TRAINING) task: 4, epoch: 14/30, loss: 2.0287, acc: 0.7918
(TRAINING) task: 4, epoch: 14/30, loss: 2.0293, acc: 0.7930
(TRAINING) task: 4, epoch: 14/30, loss: 2.0280, acc: 0.7930
(TRAINING) task: 4, epoch: 14/30, loss: 2.0273, acc: 0.7927
(TRAINING) task: 4, epoch: 14/30, loss: 2.0262, acc: 0.7943
(TRAINING) task: 4, epoch: 14/30, loss: 2.0250, acc: 0.7969
(TRAINING) task: 4, epoch: 14/30, loss: 2.0241, acc: 0.7981
(TRAINING) task: 4, epoch: 14/30, loss: 2.0236, acc: 0.7979
(TESTING) task: 4, epoch: 14/30, loss: 2.0607, acc: 0.7500
(TESTING) task: 4, epoch: 14/30, loss: 2.0788, acc: 0.7500
(TESTING) task: 4, epoch: 14/30, loss: 2.0584, acc: 0.7917
(TESTING) task: 4, epoch: 14/30, loss: 2.0568, acc: 0.7969
(TESTING) task: 4, epoch: 14/30, loss: 2.0539, acc: 0.7625
(TESTING) task: 4, epoch: 14/30, loss: 2.0545, acc: 0.7604
(TESTING) task: 4, epoch: 14/30, loss: 2.0369, acc: 0.7768
(TESTING) task: 4, epoch: 14/30, loss: 2.0347, acc: 0.7969
(TESTING) task: 4, epoch: 14/30, loss: 2.0236, acc: 0.8056
(TESTING) task: 4, epoch: 14/30, loss: 2.0258, acc: 0.7937
(TESTING) task: 4, epoch: 14/30, loss: 2.0294, acc: 0.7784
(TESTING) task: 4, epoch: 14/30, loss: 2.0191, acc: 0.7865
(TESTING) task: 4, epoch: 14/30, loss: 2.0125, acc: 0.7885
(TESTING) task: 4, epoch: 14/30, loss: 2.0159, acc: 0.7902
(TESTING) task: 4, epoch: 14/30, loss: 2.0206, acc: 0.7875
(TESTING) task: 4, epoch: 14/30, loss: 2.0200, acc: 0.7930
(TESTING) task: 4, epoch: 14/30, loss: 2.0193, acc: 0.7941
(TESTING) task: 4, epoch: 14/30, loss: 2.0182, acc: 0.7986
(TESTING) task: 4, epoch: 14/30, loss: 2.0149, acc: 0.8026
(TESTING) task: 4, epoch: 14/30, loss: 2.0176, acc: 0.7969
(TESTING) task: 4, epoch: 14/30, loss: 2.0153, acc: 0.7946
(TESTING) task: 4, epoch: 14/30, loss: 2.0188, acc: 0.7926
(TESTING) task: 4, epoch: 14/30, loss: 2.0156, acc: 0.7989
(TESTING) task: 4, epoch: 14/30, loss: 2.0139, acc: 0.7995
(TESTING) task: 4, epoch: 14/30, loss: 2.0153, acc: 0.8000
(TESTING) task: 4, epoch: 14/30, loss: 2.0164, acc: 0.7957
(TESTING) task: 4, epoch: 14/30, loss: 2.0180, acc: 0.7940
(TESTING) task: 4, epoch: 14/30, loss: 2.0200, acc: 0.7902
(TESTING) task: 4, epoch: 14/30, loss: 2.0199, acc: 0.7909
(TESTING) task: 4, epoch: 14/30, loss: 2.0180, acc: 0.7979
(TESTING) task: 4, epoch: 14/30, loss: 2.0179, acc: 0.7984
(TESTING) task: 4, epoch: 14/30, loss: 2.0200, acc: 0.7969
(TESTING) task: 4, epoch: 14/30, loss: 2.0210, acc: 0.7917
(TESTING) task: 4, epoch: 14/30, loss: 2.0180, acc: 0.7960
(TESTING) task: 4, epoch: 14/30, loss: 2.0207, acc: 0.7929
(TESTING) task: 4, epoch: 14/30, loss: 2.0219, acc: 0.7882
(TESTING) task: 4, epoch: 14/30, loss: 2.0218, acc: 0.7872
(TESTING) task: 4, epoch: 14/30, loss: 2.0233, acc: 0.7829
(TESTING) task: 4, epoch: 14/30, loss: 2.0212, acc: 0.7853
(TESTING) task: 4, epoch: 14/30, loss: 2.0179, acc: 0.7875
(TESTING) task: 4, epoch: 14/30, loss: 2.0169, acc: 0.7866
(TESTING) task: 4, epoch: 14/30, loss: 2.0170, acc: 0.7857
(TESTING) task: 4, epoch: 14/30, loss: 2.0181, acc: 0.7849
(TESTING) task: 4, epoch: 14/30, loss: 2.0164, acc: 0.7869
(TESTING) task: 4, epoch: 14/30, loss: 2.0162, acc: 0.7861
(TESTING) task: 4, epoch: 14/30, loss: 2.0144, acc: 0.7894
(TESTING) task: 4, epoch: 14/30, loss: 2.0136, acc: 0.7912
(TESTING) task: 4, epoch: 14/30, loss: 2.0145, acc: 0.7917
(TESTING) task: 4, epoch: 14/30, loss: 2.0150, acc: 0.7921
(TESTING) task: 4, epoch: 14/30, loss: 2.0148, acc: 0.7937
(TESTING) task: 4, epoch: 14/30, loss: 2.0181, acc: 0.7929
(TESTING) task: 4, epoch: 14/30, loss: 2.0173, acc: 0.7921
(TESTING) task: 4, epoch: 14/30, loss: 2.0173, acc: 0.7936
(TESTING) task: 4, epoch: 14/30, loss: 2.0176, acc: 0.7951
(TESTING) task: 4, epoch: 14/30, loss: 2.0182, acc: 0.7943
(TESTING) task: 4, epoch: 14/30, loss: 2.0182, acc: 0.7958
(TESTING) task: 4, epoch: 14/30, loss: 2.0191, acc: 0.7950
(TESTING) task: 4, epoch: 14/30, loss: 2.0189, acc: 0.7963
(TESTING) task: 4, epoch: 14/30, loss: 2.0194, acc: 0.7945
(TESTING) task: 4, epoch: 14/30, loss: 2.0171, acc: 0.7969
(TESTING) task: 4, epoch: 14/30, loss: 2.0182, acc: 0.7961
(TESTING) task: 4, epoch: 14/30, loss: 2.0173, acc: 0.7974
(TESTING) task: 4, epoch: 14/30, loss: 2.0173, acc: 0.7966
(TRAINING) task: 4, epoch: 15/30, loss: 2.0088, acc: 0.7812
(TRAINING) task: 4, epoch: 15/30, loss: 2.0206, acc: 0.7812
(TRAINING) task: 4, epoch: 15/30, loss: 2.0112, acc: 0.7878
(TRAINING) task: 4, epoch: 15/30, loss: 2.0130, acc: 0.7930
(TRAINING) task: 4, epoch: 15/30, loss: 2.0142, acc: 0.7898
(TRAINING) task: 4, epoch: 15/30, loss: 2.0137, acc: 0.7936
(TRAINING) task: 4, epoch: 15/30, loss: 2.0143, acc: 0.7946
(TRAINING) task: 4, epoch: 15/30, loss: 2.0135, acc: 0.7964
(TRAINING) task: 4, epoch: 15/30, loss: 2.0114, acc: 0.7982
(TRAINING) task: 4, epoch: 15/30, loss: 2.0127, acc: 0.7965
(TRAINING) task: 4, epoch: 15/30, loss: 2.0096, acc: 0.7972
(TRAINING) task: 4, epoch: 15/30, loss: 2.0080, acc: 0.8008
(TRAINING) task: 4, epoch: 15/30, loss: 2.0061, acc: 0.8014
(TRAINING) task: 4, epoch: 15/30, loss: 2.0051, acc: 0.8036
(TRAINING) task: 4, epoch: 15/30, loss: 2.0035, acc: 0.8055
(TRAINING) task: 4, epoch: 15/30, loss: 2.0010, acc: 0.8074
(TRAINING) task: 4, epoch: 15/30, loss: 2.0007, acc: 0.8081
(TRAINING) task: 4, epoch: 15/30, loss: 2.0000, acc: 0.8097
(TRAINING) task: 4, epoch: 15/30, loss: 2.0016, acc: 0.8104
(TRAINING) task: 4, epoch: 15/30, loss: 2.0004, acc: 0.8111
(TESTING) task: 4, epoch: 15/30, loss: 1.9020, acc: 0.8750
(TESTING) task: 4, epoch: 15/30, loss: 1.9489, acc: 0.8438
(TESTING) task: 4, epoch: 15/30, loss: 1.9486, acc: 0.8333
(TESTING) task: 4, epoch: 15/30, loss: 1.9394, acc: 0.8438
(TESTING) task: 4, epoch: 15/30, loss: 1.9438, acc: 0.8375
(TESTING) task: 4, epoch: 15/30, loss: 1.9496, acc: 0.8333
(TESTING) task: 4, epoch: 15/30, loss: 1.9529, acc: 0.8571
(TESTING) task: 4, epoch: 15/30, loss: 1.9625, acc: 0.8438
(TESTING) task: 4, epoch: 15/30, loss: 1.9530, acc: 0.8403
(TESTING) task: 4, epoch: 15/30, loss: 1.9625, acc: 0.8313
(TESTING) task: 4, epoch: 15/30, loss: 1.9678, acc: 0.8295
(TESTING) task: 4, epoch: 15/30, loss: 1.9845, acc: 0.8125
(TESTING) task: 4, epoch: 15/30, loss: 1.9876, acc: 0.8269
(TESTING) task: 4, epoch: 15/30, loss: 1.9815, acc: 0.8304
(TESTING) task: 4, epoch: 15/30, loss: 1.9840, acc: 0.8250
(TESTING) task: 4, epoch: 15/30, loss: 1.9813, acc: 0.8242
(TESTING) task: 4, epoch: 15/30, loss: 1.9878, acc: 0.8088
(TESTING) task: 4, epoch: 15/30, loss: 1.9970, acc: 0.8160
(TESTING) task: 4, epoch: 15/30, loss: 1.9992, acc: 0.8092
(TESTING) task: 4, epoch: 15/30, loss: 2.0011, acc: 0.8125
(TESTING) task: 4, epoch: 15/30, loss: 2.0072, acc: 0.8065
(TESTING) task: 4, epoch: 15/30, loss: 2.0089, acc: 0.8011
(TESTING) task: 4, epoch: 15/30, loss: 2.0109, acc: 0.7908
(TESTING) task: 4, epoch: 15/30, loss: 2.0112, acc: 0.7891
(TESTING) task: 4, epoch: 15/30, loss: 2.0074, acc: 0.7925
(TESTING) task: 4, epoch: 15/30, loss: 2.0110, acc: 0.7885
(TESTING) task: 4, epoch: 15/30, loss: 2.0097, acc: 0.7917
(TESTING) task: 4, epoch: 15/30, loss: 2.0074, acc: 0.7946
(TESTING) task: 4, epoch: 15/30, loss: 2.0062, acc: 0.7953
(TESTING) task: 4, epoch: 15/30, loss: 2.0092, acc: 0.7896
(TESTING) task: 4, epoch: 15/30, loss: 2.0106, acc: 0.7863
(TESTING) task: 4, epoch: 15/30, loss: 2.0121, acc: 0.7871
(TESTING) task: 4, epoch: 15/30, loss: 2.0111, acc: 0.7860
(TESTING) task: 4, epoch: 15/30, loss: 2.0110, acc: 0.7886
(TESTING) task: 4, epoch: 15/30, loss: 2.0101, acc: 0.7875
(TESTING) task: 4, epoch: 15/30, loss: 2.0094, acc: 0.7882
(TESTING) task: 4, epoch: 15/30, loss: 2.0092, acc: 0.7922
(TESTING) task: 4, epoch: 15/30, loss: 2.0062, acc: 0.7961
(TESTING) task: 4, epoch: 15/30, loss: 2.0078, acc: 0.7933
(TESTING) task: 4, epoch: 15/30, loss: 2.0059, acc: 0.7969
(TESTING) task: 4, epoch: 15/30, loss: 2.0081, acc: 0.7957
(TESTING) task: 4, epoch: 15/30, loss: 2.0079, acc: 0.7991
(TESTING) task: 4, epoch: 15/30, loss: 2.0057, acc: 0.8023
(TESTING) task: 4, epoch: 15/30, loss: 2.0057, acc: 0.7997
(TESTING) task: 4, epoch: 15/30, loss: 2.0083, acc: 0.7986
(TESTING) task: 4, epoch: 15/30, loss: 2.0045, acc: 0.7989
(TESTING) task: 4, epoch: 15/30, loss: 2.0045, acc: 0.8005
(TESTING) task: 4, epoch: 15/30, loss: 2.0024, acc: 0.8008
(TESTING) task: 4, epoch: 15/30, loss: 2.0032, acc: 0.8010
(TESTING) task: 4, epoch: 15/30, loss: 2.0021, acc: 0.8013
(TESTING) task: 4, epoch: 15/30, loss: 2.0012, acc: 0.8027
(TESTING) task: 4, epoch: 15/30, loss: 1.9990, acc: 0.8041
(TESTING) task: 4, epoch: 15/30, loss: 1.9996, acc: 0.8054
(TESTING) task: 4, epoch: 15/30, loss: 2.0008, acc: 0.8032
(TESTING) task: 4, epoch: 15/30, loss: 2.0009, acc: 0.8011
(TESTING) task: 4, epoch: 15/30, loss: 2.0003, acc: 0.8002
(TESTING) task: 4, epoch: 15/30, loss: 1.9992, acc: 0.8026
(TESTING) task: 4, epoch: 15/30, loss: 1.9986, acc: 0.8006
(TESTING) task: 4, epoch: 15/30, loss: 1.9967, acc: 0.8019
(TESTING) task: 4, epoch: 15/30, loss: 1.9965, acc: 0.8042
(TESTING) task: 4, epoch: 15/30, loss: 1.9958, acc: 0.8074
(TESTING) task: 4, epoch: 15/30, loss: 1.9956, acc: 0.8044
(TESTING) task: 4, epoch: 15/30, loss: 1.9956, acc: 0.8036
(TRAINING) task: 4, epoch: 16/30, loss: 1.9899, acc: 0.8164
(TRAINING) task: 4, epoch: 16/30, loss: 1.9914, acc: 0.8125
(TRAINING) task: 4, epoch: 16/30, loss: 1.9910, acc: 0.8164
(TRAINING) task: 4, epoch: 16/30, loss: 1.9834, acc: 0.8223
(TRAINING) task: 4, epoch: 16/30, loss: 1.9875, acc: 0.8203
(TRAINING) task: 4, epoch: 16/30, loss: 1.9856, acc: 0.8223
(TRAINING) task: 4, epoch: 16/30, loss: 1.9819, acc: 0.8259
(TRAINING) task: 4, epoch: 16/30, loss: 1.9805, acc: 0.8286
(TRAINING) task: 4, epoch: 16/30, loss: 1.9771, acc: 0.8299
(TRAINING) task: 4, epoch: 16/30, loss: 1.9783, acc: 0.8246
(TRAINING) task: 4, epoch: 16/30, loss: 1.9773, acc: 0.8228
(TRAINING) task: 4, epoch: 16/30, loss: 1.9768, acc: 0.8219
(TRAINING) task: 4, epoch: 16/30, loss: 1.9768, acc: 0.8224
(TRAINING) task: 4, epoch: 16/30, loss: 1.9776, acc: 0.8239
(TRAINING) task: 4, epoch: 16/30, loss: 1.9784, acc: 0.8195
(TRAINING) task: 4, epoch: 16/30, loss: 1.9795, acc: 0.8184
(TRAINING) task: 4, epoch: 16/30, loss: 1.9800, acc: 0.8180
(TRAINING) task: 4, epoch: 16/30, loss: 1.9807, acc: 0.8173
(TRAINING) task: 4, epoch: 16/30, loss: 1.9805, acc: 0.8176
(TRAINING) task: 4, epoch: 16/30, loss: 1.9808, acc: 0.8168
(TESTING) task: 4, epoch: 16/30, loss: 1.9453, acc: 0.8750
(TESTING) task: 4, epoch: 16/30, loss: 1.9860, acc: 0.8438
(TESTING) task: 4, epoch: 16/30, loss: 1.9809, acc: 0.8125
(TESTING) task: 4, epoch: 16/30, loss: 1.9737, acc: 0.8281
(TESTING) task: 4, epoch: 16/30, loss: 1.9777, acc: 0.8125
(TESTING) task: 4, epoch: 16/30, loss: 1.9758, acc: 0.8021
(TESTING) task: 4, epoch: 16/30, loss: 1.9711, acc: 0.7857
(TESTING) task: 4, epoch: 16/30, loss: 1.9775, acc: 0.7891
(TESTING) task: 4, epoch: 16/30, loss: 1.9900, acc: 0.7639
(TESTING) task: 4, epoch: 16/30, loss: 1.9720, acc: 0.7812
(TESTING) task: 4, epoch: 16/30, loss: 1.9642, acc: 0.8011
(TESTING) task: 4, epoch: 16/30, loss: 1.9578, acc: 0.8073
(TESTING) task: 4, epoch: 16/30, loss: 1.9558, acc: 0.8029
(TESTING) task: 4, epoch: 16/30, loss: 1.9606, acc: 0.7812
(TESTING) task: 4, epoch: 16/30, loss: 1.9530, acc: 0.7917
(TESTING) task: 4, epoch: 16/30, loss: 1.9549, acc: 0.7969
(TESTING) task: 4, epoch: 16/30, loss: 1.9565, acc: 0.7978
(TESTING) task: 4, epoch: 16/30, loss: 1.9563, acc: 0.8056
(TESTING) task: 4, epoch: 16/30, loss: 1.9542, acc: 0.8092
(TESTING) task: 4, epoch: 16/30, loss: 1.9605, acc: 0.8063
(TESTING) task: 4, epoch: 16/30, loss: 1.9589, acc: 0.8125
(TESTING) task: 4, epoch: 16/30, loss: 1.9633, acc: 0.8011
(TESTING) task: 4, epoch: 16/30, loss: 1.9621, acc: 0.8016
(TESTING) task: 4, epoch: 16/30, loss: 1.9623, acc: 0.8047
(TESTING) task: 4, epoch: 16/30, loss: 1.9607, acc: 0.8100
(TESTING) task: 4, epoch: 16/30, loss: 1.9624, acc: 0.8077
(TESTING) task: 4, epoch: 16/30, loss: 1.9638, acc: 0.8148
(TESTING) task: 4, epoch: 16/30, loss: 1.9696, acc: 0.8036
(TESTING) task: 4, epoch: 16/30, loss: 1.9706, acc: 0.8060
(TESTING) task: 4, epoch: 16/30, loss: 1.9707, acc: 0.8104
(TESTING) task: 4, epoch: 16/30, loss: 1.9723, acc: 0.8125
(TESTING) task: 4, epoch: 16/30, loss: 1.9726, acc: 0.8125
(TESTING) task: 4, epoch: 16/30, loss: 1.9744, acc: 0.8087
(TESTING) task: 4, epoch: 16/30, loss: 1.9753, acc: 0.8051
(TESTING) task: 4, epoch: 16/30, loss: 1.9752, acc: 0.8018
(TESTING) task: 4, epoch: 16/30, loss: 1.9753, acc: 0.8056
(TESTING) task: 4, epoch: 16/30, loss: 1.9741, acc: 0.8108
(TESTING) task: 4, epoch: 16/30, loss: 1.9766, acc: 0.8076
(TESTING) task: 4, epoch: 16/30, loss: 1.9739, acc: 0.8061
(TESTING) task: 4, epoch: 16/30, loss: 1.9720, acc: 0.8094
(TESTING) task: 4, epoch: 16/30, loss: 1.9739, acc: 0.8049
(TESTING) task: 4, epoch: 16/30, loss: 1.9740, acc: 0.8051
(TESTING) task: 4, epoch: 16/30, loss: 1.9770, acc: 0.8023
(TESTING) task: 4, epoch: 16/30, loss: 1.9755, acc: 0.8054
(TESTING) task: 4, epoch: 16/30, loss: 1.9736, acc: 0.8083
(TESTING) task: 4, epoch: 16/30, loss: 1.9740, acc: 0.8057
(TESTING) task: 4, epoch: 16/30, loss: 1.9771, acc: 0.8005
(TESTING) task: 4, epoch: 16/30, loss: 1.9763, acc: 0.8021
(TESTING) task: 4, epoch: 16/30, loss: 1.9753, acc: 0.8036
(TESTING) task: 4, epoch: 16/30, loss: 1.9750, acc: 0.8050
(TESTING) task: 4, epoch: 16/30, loss: 1.9752, acc: 0.8064
(TESTING) task: 4, epoch: 16/30, loss: 1.9764, acc: 0.8065
(TESTING) task: 4, epoch: 16/30, loss: 1.9741, acc: 0.8066
(TESTING) task: 4, epoch: 16/30, loss: 1.9737, acc: 0.8056
(TESTING) task: 4, epoch: 16/30, loss: 1.9744, acc: 0.8045
(TESTING) task: 4, epoch: 16/30, loss: 1.9743, acc: 0.8047
(TESTING) task: 4, epoch: 16/30, loss: 1.9756, acc: 0.8070
(TESTING) task: 4, epoch: 16/30, loss: 1.9757, acc: 0.8071
(TESTING) task: 4, epoch: 16/30, loss: 1.9765, acc: 0.8072
(TESTING) task: 4, epoch: 16/30, loss: 1.9773, acc: 0.8073
(TESTING) task: 4, epoch: 16/30, loss: 1.9774, acc: 0.8064
(TESTING) task: 4, epoch: 16/30, loss: 1.9775, acc: 0.8065
(TESTING) task: 4, epoch: 16/30, loss: 1.9788, acc: 0.8056
(TRAINING) task: 4, epoch: 17/30, loss: 1.9780, acc: 0.7930
(TRAINING) task: 4, epoch: 17/30, loss: 1.9696, acc: 0.8203
(TRAINING) task: 4, epoch: 17/30, loss: 1.9608, acc: 0.8216
(TRAINING) task: 4, epoch: 17/30, loss: 1.9570, acc: 0.8232
(TRAINING) task: 4, epoch: 17/30, loss: 1.9638, acc: 0.8117
(TRAINING) task: 4, epoch: 17/30, loss: 1.9609, acc: 0.8190
(TRAINING) task: 4, epoch: 17/30, loss: 1.9598, acc: 0.8198
(TRAINING) task: 4, epoch: 17/30, loss: 1.9599, acc: 0.8188
(TRAINING) task: 4, epoch: 17/30, loss: 1.9592, acc: 0.8173
(TRAINING) task: 4, epoch: 17/30, loss: 1.9590, acc: 0.8219
(TRAINING) task: 4, epoch: 17/30, loss: 1.9602, acc: 0.8203
(TRAINING) task: 4, epoch: 17/30, loss: 1.9613, acc: 0.8193
(TRAINING) task: 4, epoch: 17/30, loss: 1.9621, acc: 0.8191
(TRAINING) task: 4, epoch: 17/30, loss: 1.9624, acc: 0.8186
(TRAINING) task: 4, epoch: 17/30, loss: 1.9639, acc: 0.8190
(TRAINING) task: 4, epoch: 17/30, loss: 1.9637, acc: 0.8167
(TRAINING) task: 4, epoch: 17/30, loss: 1.9631, acc: 0.8155
(TRAINING) task: 4, epoch: 17/30, loss: 1.9632, acc: 0.8153
(TRAINING) task: 4, epoch: 17/30, loss: 1.9639, acc: 0.8164
(TRAINING) task: 4, epoch: 17/30, loss: 1.9635, acc: 0.8160
(TESTING) task: 4, epoch: 17/30, loss: 1.9418, acc: 0.7500
(TESTING) task: 4, epoch: 17/30, loss: 2.0040, acc: 0.7188
(TESTING) task: 4, epoch: 17/30, loss: 1.9893, acc: 0.7708
(TESTING) task: 4, epoch: 17/30, loss: 1.9685, acc: 0.7812
(TESTING) task: 4, epoch: 17/30, loss: 1.9510, acc: 0.8000
(TESTING) task: 4, epoch: 17/30, loss: 1.9445, acc: 0.7917
(TESTING) task: 4, epoch: 17/30, loss: 1.9422, acc: 0.8036
(TESTING) task: 4, epoch: 17/30, loss: 1.9599, acc: 0.7656
(TESTING) task: 4, epoch: 17/30, loss: 1.9406, acc: 0.7917
(TESTING) task: 4, epoch: 17/30, loss: 1.9423, acc: 0.8063
(TESTING) task: 4, epoch: 17/30, loss: 1.9463, acc: 0.8125
(TESTING) task: 4, epoch: 17/30, loss: 1.9547, acc: 0.7969
(TESTING) task: 4, epoch: 17/30, loss: 1.9580, acc: 0.7885
(TESTING) task: 4, epoch: 17/30, loss: 1.9576, acc: 0.7991
(TESTING) task: 4, epoch: 17/30, loss: 1.9568, acc: 0.8042
(TESTING) task: 4, epoch: 17/30, loss: 1.9601, acc: 0.8086
(TESTING) task: 4, epoch: 17/30, loss: 1.9584, acc: 0.8125
(TESTING) task: 4, epoch: 17/30, loss: 1.9621, acc: 0.8056
(TESTING) task: 4, epoch: 17/30, loss: 1.9679, acc: 0.8059
(TESTING) task: 4, epoch: 17/30, loss: 1.9639, acc: 0.8094
(TESTING) task: 4, epoch: 17/30, loss: 1.9673, acc: 0.8095
(TESTING) task: 4, epoch: 17/30, loss: 1.9635, acc: 0.8125
(TESTING) task: 4, epoch: 17/30, loss: 1.9588, acc: 0.8179
(TESTING) task: 4, epoch: 17/30, loss: 1.9618, acc: 0.8151
(TESTING) task: 4, epoch: 17/30, loss: 1.9630, acc: 0.8125
(TESTING) task: 4, epoch: 17/30, loss: 1.9597, acc: 0.8149
(TESTING) task: 4, epoch: 17/30, loss: 1.9590, acc: 0.8148
(TESTING) task: 4, epoch: 17/30, loss: 1.9575, acc: 0.8147
(TESTING) task: 4, epoch: 17/30, loss: 1.9596, acc: 0.8103
(TESTING) task: 4, epoch: 17/30, loss: 1.9589, acc: 0.8125
(TESTING) task: 4, epoch: 17/30, loss: 1.9566, acc: 0.8165
(TESTING) task: 4, epoch: 17/30, loss: 1.9554, acc: 0.8125
(TESTING) task: 4, epoch: 17/30, loss: 1.9520, acc: 0.8144
(TESTING) task: 4, epoch: 17/30, loss: 1.9545, acc: 0.8107
(TESTING) task: 4, epoch: 17/30, loss: 1.9573, acc: 0.8089
(TESTING) task: 4, epoch: 17/30, loss: 1.9571, acc: 0.8073
(TESTING) task: 4, epoch: 17/30, loss: 1.9580, acc: 0.8057
(TESTING) task: 4, epoch: 17/30, loss: 1.9587, acc: 0.8059
(TESTING) task: 4, epoch: 17/30, loss: 1.9576, acc: 0.8061
(TESTING) task: 4, epoch: 17/30, loss: 1.9556, acc: 0.8047
(TESTING) task: 4, epoch: 17/30, loss: 1.9559, acc: 0.8064
(TESTING) task: 4, epoch: 17/30, loss: 1.9565, acc: 0.8080
(TESTING) task: 4, epoch: 17/30, loss: 1.9532, acc: 0.8096
(TESTING) task: 4, epoch: 17/30, loss: 1.9536, acc: 0.8082
(TESTING) task: 4, epoch: 17/30, loss: 1.9562, acc: 0.8069
(TESTING) task: 4, epoch: 17/30, loss: 1.9569, acc: 0.8030
(TESTING) task: 4, epoch: 17/30, loss: 1.9565, acc: 0.8032
(TESTING) task: 4, epoch: 17/30, loss: 1.9548, acc: 0.8034
(TESTING) task: 4, epoch: 17/30, loss: 1.9564, acc: 0.8010
(TESTING) task: 4, epoch: 17/30, loss: 1.9579, acc: 0.8000
(TESTING) task: 4, epoch: 17/30, loss: 1.9569, acc: 0.7990
(TESTING) task: 4, epoch: 17/30, loss: 1.9579, acc: 0.7957
(TESTING) task: 4, epoch: 17/30, loss: 1.9593, acc: 0.7972
(TESTING) task: 4, epoch: 17/30, loss: 1.9596, acc: 0.7951
(TESTING) task: 4, epoch: 17/30, loss: 1.9598, acc: 0.7966
(TESTING) task: 4, epoch: 17/30, loss: 1.9607, acc: 0.7958
(TESTING) task: 4, epoch: 17/30, loss: 1.9617, acc: 0.7939
(TESTING) task: 4, epoch: 17/30, loss: 1.9605, acc: 0.7953
(TESTING) task: 4, epoch: 17/30, loss: 1.9596, acc: 0.7956
(TESTING) task: 4, epoch: 17/30, loss: 1.9595, acc: 0.7958
(TESTING) task: 4, epoch: 17/30, loss: 1.9605, acc: 0.7961
(TESTING) task: 4, epoch: 17/30, loss: 1.9616, acc: 0.7954
(TESTING) task: 4, epoch: 17/30, loss: 1.9617, acc: 0.7927
(TRAINING) task: 4, epoch: 18/30, loss: 1.9601, acc: 0.8438
(TRAINING) task: 4, epoch: 18/30, loss: 1.9590, acc: 0.8184
(TRAINING) task: 4, epoch: 18/30, loss: 1.9507, acc: 0.8203
(TRAINING) task: 4, epoch: 18/30, loss: 1.9508, acc: 0.8281
(TRAINING) task: 4, epoch: 18/30, loss: 1.9480, acc: 0.8297
(TRAINING) task: 4, epoch: 18/30, loss: 1.9490, acc: 0.8307
(TRAINING) task: 4, epoch: 18/30, loss: 1.9487, acc: 0.8281
(TRAINING) task: 4, epoch: 18/30, loss: 1.9460, acc: 0.8311
(TRAINING) task: 4, epoch: 18/30, loss: 1.9452, acc: 0.8299
(TRAINING) task: 4, epoch: 18/30, loss: 1.9440, acc: 0.8277
(TRAINING) task: 4, epoch: 18/30, loss: 1.9476, acc: 0.8242
(TRAINING) task: 4, epoch: 18/30, loss: 1.9480, acc: 0.8239
(TRAINING) task: 4, epoch: 18/30, loss: 1.9482, acc: 0.8233
(TRAINING) task: 4, epoch: 18/30, loss: 1.9472, acc: 0.8231
(TRAINING) task: 4, epoch: 18/30, loss: 1.9485, acc: 0.8211
(TRAINING) task: 4, epoch: 18/30, loss: 1.9479, acc: 0.8196
(TRAINING) task: 4, epoch: 18/30, loss: 1.9474, acc: 0.8173
(TRAINING) task: 4, epoch: 18/30, loss: 1.9464, acc: 0.8184
(TRAINING) task: 4, epoch: 18/30, loss: 1.9466, acc: 0.8187
(TRAINING) task: 4, epoch: 18/30, loss: 1.9470, acc: 0.8163
(TESTING) task: 4, epoch: 18/30, loss: 1.8727, acc: 0.8125
(TESTING) task: 4, epoch: 18/30, loss: 1.9033, acc: 0.8125
(TESTING) task: 4, epoch: 18/30, loss: 1.8934, acc: 0.8333
(TESTING) task: 4, epoch: 18/30, loss: 1.9271, acc: 0.7969
(TESTING) task: 4, epoch: 18/30, loss: 1.9285, acc: 0.7875
(TESTING) task: 4, epoch: 18/30, loss: 1.9337, acc: 0.7812
(TESTING) task: 4, epoch: 18/30, loss: 1.9125, acc: 0.7946
(TESTING) task: 4, epoch: 18/30, loss: 1.9068, acc: 0.8047
(TESTING) task: 4, epoch: 18/30, loss: 1.9181, acc: 0.8125
(TESTING) task: 4, epoch: 18/30, loss: 1.9146, acc: 0.8250
(TESTING) task: 4, epoch: 18/30, loss: 1.9255, acc: 0.8295
(TESTING) task: 4, epoch: 18/30, loss: 1.9299, acc: 0.8281
(TESTING) task: 4, epoch: 18/30, loss: 1.9344, acc: 0.8317
(TESTING) task: 4, epoch: 18/30, loss: 1.9270, acc: 0.8304
(TESTING) task: 4, epoch: 18/30, loss: 1.9216, acc: 0.8333
(TESTING) task: 4, epoch: 18/30, loss: 1.9222, acc: 0.8398
(TESTING) task: 4, epoch: 18/30, loss: 1.9211, acc: 0.8456
(TESTING) task: 4, epoch: 18/30, loss: 1.9202, acc: 0.8472
(TESTING) task: 4, epoch: 18/30, loss: 1.9177, acc: 0.8421
(TESTING) task: 4, epoch: 18/30, loss: 1.9256, acc: 0.8406
(TESTING) task: 4, epoch: 18/30, loss: 1.9208, acc: 0.8423
(TESTING) task: 4, epoch: 18/30, loss: 1.9260, acc: 0.8324
(TESTING) task: 4, epoch: 18/30, loss: 1.9294, acc: 0.8288
(TESTING) task: 4, epoch: 18/30, loss: 1.9355, acc: 0.8281
(TESTING) task: 4, epoch: 18/30, loss: 1.9385, acc: 0.8200
(TESTING) task: 4, epoch: 18/30, loss: 1.9361, acc: 0.8221
(TESTING) task: 4, epoch: 18/30, loss: 1.9358, acc: 0.8241
(TESTING) task: 4, epoch: 18/30, loss: 1.9347, acc: 0.8281
(TESTING) task: 4, epoch: 18/30, loss: 1.9336, acc: 0.8276
(TESTING) task: 4, epoch: 18/30, loss: 1.9296, acc: 0.8292
(TESTING) task: 4, epoch: 18/30, loss: 1.9299, acc: 0.8266
(TESTING) task: 4, epoch: 18/30, loss: 1.9294, acc: 0.8262
(TESTING) task: 4, epoch: 18/30, loss: 1.9298, acc: 0.8258
(TESTING) task: 4, epoch: 18/30, loss: 1.9295, acc: 0.8217
(TESTING) task: 4, epoch: 18/30, loss: 1.9293, acc: 0.8232
(TESTING) task: 4, epoch: 18/30, loss: 1.9302, acc: 0.8212
(TESTING) task: 4, epoch: 18/30, loss: 1.9317, acc: 0.8176
(TESTING) task: 4, epoch: 18/30, loss: 1.9325, acc: 0.8191
(TESTING) task: 4, epoch: 18/30, loss: 1.9341, acc: 0.8189
(TESTING) task: 4, epoch: 18/30, loss: 1.9331, acc: 0.8219
(TESTING) task: 4, epoch: 18/30, loss: 1.9359, acc: 0.8201
(TESTING) task: 4, epoch: 18/30, loss: 1.9327, acc: 0.8199
(TESTING) task: 4, epoch: 18/30, loss: 1.9328, acc: 0.8198
(TESTING) task: 4, epoch: 18/30, loss: 1.9342, acc: 0.8196
(TESTING) task: 4, epoch: 18/30, loss: 1.9347, acc: 0.8208
(TESTING) task: 4, epoch: 18/30, loss: 1.9346, acc: 0.8179
(TESTING) task: 4, epoch: 18/30, loss: 1.9372, acc: 0.8165
(TESTING) task: 4, epoch: 18/30, loss: 1.9362, acc: 0.8164
(TESTING) task: 4, epoch: 18/30, loss: 1.9360, acc: 0.8163
(TESTING) task: 4, epoch: 18/30, loss: 1.9365, acc: 0.8125
(TESTING) task: 4, epoch: 18/30, loss: 1.9382, acc: 0.8100
(TESTING) task: 4, epoch: 18/30, loss: 1.9373, acc: 0.8089
(TESTING) task: 4, epoch: 18/30, loss: 1.9376, acc: 0.8066
(TESTING) task: 4, epoch: 18/30, loss: 1.9381, acc: 0.8079
(TESTING) task: 4, epoch: 18/30, loss: 1.9385, acc: 0.8068
(TESTING) task: 4, epoch: 18/30, loss: 1.9385, acc: 0.8047
(TESTING) task: 4, epoch: 18/30, loss: 1.9384, acc: 0.8037
(TESTING) task: 4, epoch: 18/30, loss: 1.9395, acc: 0.8050
(TESTING) task: 4, epoch: 18/30, loss: 1.9418, acc: 0.8019
(TESTING) task: 4, epoch: 18/30, loss: 1.9427, acc: 0.8021
(TESTING) task: 4, epoch: 18/30, loss: 1.9443, acc: 0.7971
(TESTING) task: 4, epoch: 18/30, loss: 1.9441, acc: 0.7994
(TESTING) task: 4, epoch: 18/30, loss: 1.9454, acc: 0.7986
(TRAINING) task: 4, epoch: 19/30, loss: 1.9162, acc: 0.8594
(TRAINING) task: 4, epoch: 19/30, loss: 1.9383, acc: 0.8262
(TRAINING) task: 4, epoch: 19/30, loss: 1.9442, acc: 0.8086
(TRAINING) task: 4, epoch: 19/30, loss: 1.9509, acc: 0.8037
(TRAINING) task: 4, epoch: 19/30, loss: 1.9476, acc: 0.8063
(TRAINING) task: 4, epoch: 19/30, loss: 1.9462, acc: 0.8112
(TRAINING) task: 4, epoch: 19/30, loss: 1.9440, acc: 0.8119
(TRAINING) task: 4, epoch: 19/30, loss: 1.9405, acc: 0.8115
(TRAINING) task: 4, epoch: 19/30, loss: 1.9357, acc: 0.8160
(TRAINING) task: 4, epoch: 19/30, loss: 1.9358, acc: 0.8160
(TRAINING) task: 4, epoch: 19/30, loss: 1.9346, acc: 0.8171
(TRAINING) task: 4, epoch: 19/30, loss: 1.9355, acc: 0.8171
(TRAINING) task: 4, epoch: 19/30, loss: 1.9355, acc: 0.8185
(TRAINING) task: 4, epoch: 19/30, loss: 1.9346, acc: 0.8206
(TRAINING) task: 4, epoch: 19/30, loss: 1.9334, acc: 0.8216
(TRAINING) task: 4, epoch: 19/30, loss: 1.9333, acc: 0.8230
(TRAINING) task: 4, epoch: 19/30, loss: 1.9338, acc: 0.8212
(TRAINING) task: 4, epoch: 19/30, loss: 1.9335, acc: 0.8210
(TRAINING) task: 4, epoch: 19/30, loss: 1.9316, acc: 0.8209
(TRAINING) task: 4, epoch: 19/30, loss: 1.9319, acc: 0.8211
(TESTING) task: 4, epoch: 19/30, loss: 1.8654, acc: 0.9375
(TESTING) task: 4, epoch: 19/30, loss: 1.8615, acc: 0.8750
(TESTING) task: 4, epoch: 19/30, loss: 1.8806, acc: 0.8542
(TESTING) task: 4, epoch: 19/30, loss: 1.8705, acc: 0.8594
(TESTING) task: 4, epoch: 19/30, loss: 1.8811, acc: 0.8750
(TESTING) task: 4, epoch: 19/30, loss: 1.8924, acc: 0.8750
(TESTING) task: 4, epoch: 19/30, loss: 1.8917, acc: 0.8839
(TESTING) task: 4, epoch: 19/30, loss: 1.8909, acc: 0.8906
(TESTING) task: 4, epoch: 19/30, loss: 1.8966, acc: 0.8889
(TESTING) task: 4, epoch: 19/30, loss: 1.9134, acc: 0.8562
(TESTING) task: 4, epoch: 19/30, loss: 1.9151, acc: 0.8523
(TESTING) task: 4, epoch: 19/30, loss: 1.9199, acc: 0.8542
(TESTING) task: 4, epoch: 19/30, loss: 1.9189, acc: 0.8606
(TESTING) task: 4, epoch: 19/30, loss: 1.9161, acc: 0.8616
(TESTING) task: 4, epoch: 19/30, loss: 1.9216, acc: 0.8583
(TESTING) task: 4, epoch: 19/30, loss: 1.9242, acc: 0.8516
(TESTING) task: 4, epoch: 19/30, loss: 1.9301, acc: 0.8456
(TESTING) task: 4, epoch: 19/30, loss: 1.9301, acc: 0.8403
(TESTING) task: 4, epoch: 19/30, loss: 1.9325, acc: 0.8454
(TESTING) task: 4, epoch: 19/30, loss: 1.9293, acc: 0.8500
(TESTING) task: 4, epoch: 19/30, loss: 1.9298, acc: 0.8512
(TESTING) task: 4, epoch: 19/30, loss: 1.9231, acc: 0.8551
(TESTING) task: 4, epoch: 19/30, loss: 1.9241, acc: 0.8478
(TESTING) task: 4, epoch: 19/30, loss: 1.9211, acc: 0.8464
(TESTING) task: 4, epoch: 19/30, loss: 1.9237, acc: 0.8500
(TESTING) task: 4, epoch: 19/30, loss: 1.9188, acc: 0.8558
(TESTING) task: 4, epoch: 19/30, loss: 1.9204, acc: 0.8542
(TESTING) task: 4, epoch: 19/30, loss: 1.9196, acc: 0.8549
(TESTING) task: 4, epoch: 19/30, loss: 1.9218, acc: 0.8534
(TESTING) task: 4, epoch: 19/30, loss: 1.9217, acc: 0.8479
(TESTING) task: 4, epoch: 19/30, loss: 1.9209, acc: 0.8448
(TESTING) task: 4, epoch: 19/30, loss: 1.9213, acc: 0.8438
(TESTING) task: 4, epoch: 19/30, loss: 1.9252, acc: 0.8390
(TESTING) task: 4, epoch: 19/30, loss: 1.9233, acc: 0.8382
(TESTING) task: 4, epoch: 19/30, loss: 1.9236, acc: 0.8393
(TESTING) task: 4, epoch: 19/30, loss: 1.9260, acc: 0.8333
(TESTING) task: 4, epoch: 19/30, loss: 1.9291, acc: 0.8260
(TESTING) task: 4, epoch: 19/30, loss: 1.9320, acc: 0.8224
(TESTING) task: 4, epoch: 19/30, loss: 1.9309, acc: 0.8205
(TESTING) task: 4, epoch: 19/30, loss: 1.9298, acc: 0.8219
(TESTING) task: 4, epoch: 19/30, loss: 1.9279, acc: 0.8232
(TESTING) task: 4, epoch: 19/30, loss: 1.9302, acc: 0.8199
(TESTING) task: 4, epoch: 19/30, loss: 1.9332, acc: 0.8169
(TESTING) task: 4, epoch: 19/30, loss: 1.9320, acc: 0.8182
(TESTING) task: 4, epoch: 19/30, loss: 1.9303, acc: 0.8208
(TESTING) task: 4, epoch: 19/30, loss: 1.9306, acc: 0.8179
(TESTING) task: 4, epoch: 19/30, loss: 1.9305, acc: 0.8191
(TESTING) task: 4, epoch: 19/30, loss: 1.9328, acc: 0.8190
(TESTING) task: 4, epoch: 19/30, loss: 1.9302, acc: 0.8202
(TESTING) task: 4, epoch: 19/30, loss: 1.9300, acc: 0.8213
(TESTING) task: 4, epoch: 19/30, loss: 1.9295, acc: 0.8211
(TESTING) task: 4, epoch: 19/30, loss: 1.9307, acc: 0.8197
(TESTING) task: 4, epoch: 19/30, loss: 1.9296, acc: 0.8196
(TESTING) task: 4, epoch: 19/30, loss: 1.9314, acc: 0.8137
(TESTING) task: 4, epoch: 19/30, loss: 1.9296, acc: 0.8148
(TESTING) task: 4, epoch: 19/30, loss: 1.9279, acc: 0.8158
(TESTING) task: 4, epoch: 19/30, loss: 1.9295, acc: 0.8147
(TESTING) task: 4, epoch: 19/30, loss: 1.9303, acc: 0.8125
(TESTING) task: 4, epoch: 19/30, loss: 1.9305, acc: 0.8114
(TESTING) task: 4, epoch: 19/30, loss: 1.9327, acc: 0.8115
(TESTING) task: 4, epoch: 19/30, loss: 1.9315, acc: 0.8135
(TESTING) task: 4, epoch: 19/30, loss: 1.9319, acc: 0.8135
(TESTING) task: 4, epoch: 19/30, loss: 1.9326, acc: 0.8125
(TRAINING) task: 4, epoch: 20/30, loss: 1.9247, acc: 0.8320
(TRAINING) task: 4, epoch: 20/30, loss: 1.9261, acc: 0.8340
(TRAINING) task: 4, epoch: 20/30, loss: 1.9195, acc: 0.8333
(TRAINING) task: 4, epoch: 20/30, loss: 1.9134, acc: 0.8457
(TRAINING) task: 4, epoch: 20/30, loss: 1.9160, acc: 0.8398
(TRAINING) task: 4, epoch: 20/30, loss: 1.9169, acc: 0.8398
(TRAINING) task: 4, epoch: 20/30, loss: 1.9205, acc: 0.8337
(TRAINING) task: 4, epoch: 20/30, loss: 1.9249, acc: 0.8271
(TRAINING) task: 4, epoch: 20/30, loss: 1.9265, acc: 0.8268
(TRAINING) task: 4, epoch: 20/30, loss: 1.9265, acc: 0.8289
(TRAINING) task: 4, epoch: 20/30, loss: 1.9251, acc: 0.8288
(TRAINING) task: 4, epoch: 20/30, loss: 1.9261, acc: 0.8271
(TRAINING) task: 4, epoch: 20/30, loss: 1.9254, acc: 0.8287
(TRAINING) task: 4, epoch: 20/30, loss: 1.9269, acc: 0.8278
(TRAINING) task: 4, epoch: 20/30, loss: 1.9272, acc: 0.8268
(TRAINING) task: 4, epoch: 20/30, loss: 1.9252, acc: 0.8301
(TRAINING) task: 4, epoch: 20/30, loss: 1.9245, acc: 0.8286
(TRAINING) task: 4, epoch: 20/30, loss: 1.9231, acc: 0.8301
(TRAINING) task: 4, epoch: 20/30, loss: 1.9210, acc: 0.8331
(TRAINING) task: 4, epoch: 20/30, loss: 1.9198, acc: 0.8337
(TESTING) task: 4, epoch: 20/30, loss: 1.8676, acc: 0.8125
(TESTING) task: 4, epoch: 20/30, loss: 1.8926, acc: 0.7500
(TESTING) task: 4, epoch: 20/30, loss: 1.9116, acc: 0.7708
(TESTING) task: 4, epoch: 20/30, loss: 1.9451, acc: 0.7656
(TESTING) task: 4, epoch: 20/30, loss: 1.9350, acc: 0.7500
(TESTING) task: 4, epoch: 20/30, loss: 1.9284, acc: 0.7812
(TESTING) task: 4, epoch: 20/30, loss: 1.9176, acc: 0.8125
(TESTING) task: 4, epoch: 20/30, loss: 1.9206, acc: 0.8125
(TESTING) task: 4, epoch: 20/30, loss: 1.9143, acc: 0.8333
(TESTING) task: 4, epoch: 20/30, loss: 1.9114, acc: 0.8313
(TESTING) task: 4, epoch: 20/30, loss: 1.9197, acc: 0.8182
(TESTING) task: 4, epoch: 20/30, loss: 1.9175, acc: 0.8177
(TESTING) task: 4, epoch: 20/30, loss: 1.9190, acc: 0.8077
(TESTING) task: 4, epoch: 20/30, loss: 1.9164, acc: 0.8125
(TESTING) task: 4, epoch: 20/30, loss: 1.9178, acc: 0.8083
(TESTING) task: 4, epoch: 20/30, loss: 1.9152, acc: 0.8164
(TESTING) task: 4, epoch: 20/30, loss: 1.9133, acc: 0.8199
(TESTING) task: 4, epoch: 20/30, loss: 1.9174, acc: 0.8160
(TESTING) task: 4, epoch: 20/30, loss: 1.9158, acc: 0.8191
(TESTING) task: 4, epoch: 20/30, loss: 1.9133, acc: 0.8219
(TESTING) task: 4, epoch: 20/30, loss: 1.9142, acc: 0.8274
(TESTING) task: 4, epoch: 20/30, loss: 1.9143, acc: 0.8239
(TESTING) task: 4, epoch: 20/30, loss: 1.9114, acc: 0.8261
(TESTING) task: 4, epoch: 20/30, loss: 1.9148, acc: 0.8229
(TESTING) task: 4, epoch: 20/30, loss: 1.9153, acc: 0.8300
(TESTING) task: 4, epoch: 20/30, loss: 1.9158, acc: 0.8245
(TESTING) task: 4, epoch: 20/30, loss: 1.9189, acc: 0.8287
(TESTING) task: 4, epoch: 20/30, loss: 1.9199, acc: 0.8281
(TESTING) task: 4, epoch: 20/30, loss: 1.9163, acc: 0.8319
(TESTING) task: 4, epoch: 20/30, loss: 1.9152, acc: 0.8354
(TESTING) task: 4, epoch: 20/30, loss: 1.9177, acc: 0.8286
(TESTING) task: 4, epoch: 20/30, loss: 1.9186, acc: 0.8301
(TESTING) task: 4, epoch: 20/30, loss: 1.9226, acc: 0.8277
(TESTING) task: 4, epoch: 20/30, loss: 1.9217, acc: 0.8290
(TESTING) task: 4, epoch: 20/30, loss: 1.9210, acc: 0.8321
(TESTING) task: 4, epoch: 20/30, loss: 1.9213, acc: 0.8333
(TESTING) task: 4, epoch: 20/30, loss: 1.9219, acc: 0.8294
(TESTING) task: 4, epoch: 20/30, loss: 1.9203, acc: 0.8322
(TESTING) task: 4, epoch: 20/30, loss: 1.9206, acc: 0.8349
(TESTING) task: 4, epoch: 20/30, loss: 1.9198, acc: 0.8344
(TESTING) task: 4, epoch: 20/30, loss: 1.9220, acc: 0.8323
(TESTING) task: 4, epoch: 20/30, loss: 1.9209, acc: 0.8333
(TESTING) task: 4, epoch: 20/30, loss: 1.9227, acc: 0.8314
(TESTING) task: 4, epoch: 20/30, loss: 1.9222, acc: 0.8281
(TESTING) task: 4, epoch: 20/30, loss: 1.9192, acc: 0.8306
(TESTING) task: 4, epoch: 20/30, loss: 1.9176, acc: 0.8329
(TESTING) task: 4, epoch: 20/30, loss: 1.9186, acc: 0.8338
(TESTING) task: 4, epoch: 20/30, loss: 1.9189, acc: 0.8333
(TESTING) task: 4, epoch: 20/30, loss: 1.9206, acc: 0.8291
(TESTING) task: 4, epoch: 20/30, loss: 1.9212, acc: 0.8275
(TESTING) task: 4, epoch: 20/30, loss: 1.9203, acc: 0.8284
(TESTING) task: 4, epoch: 20/30, loss: 1.9205, acc: 0.8269
(TESTING) task: 4, epoch: 20/30, loss: 1.9198, acc: 0.8302
(TESTING) task: 4, epoch: 20/30, loss: 1.9201, acc: 0.8299
(TESTING) task: 4, epoch: 20/30, loss: 1.9209, acc: 0.8284
(TESTING) task: 4, epoch: 20/30, loss: 1.9212, acc: 0.8304
(TESTING) task: 4, epoch: 20/30, loss: 1.9223, acc: 0.8311
(TESTING) task: 4, epoch: 20/30, loss: 1.9218, acc: 0.8319
(TESTING) task: 4, epoch: 20/30, loss: 1.9223, acc: 0.8316
(TESTING) task: 4, epoch: 20/30, loss: 1.9229, acc: 0.8302
(TESTING) task: 4, epoch: 20/30, loss: 1.9230, acc: 0.8309
(TESTING) task: 4, epoch: 20/30, loss: 1.9216, acc: 0.8327
(TESTING) task: 4, epoch: 20/30, loss: 1.9221, acc: 0.8333
(TRAINING) task: 4, epoch: 21/30, loss: 1.9464, acc: 0.8047
(TRAINING) task: 4, epoch: 21/30, loss: 1.9197, acc: 0.8359
(TRAINING) task: 4, epoch: 21/30, loss: 1.9072, acc: 0.8516
(TRAINING) task: 4, epoch: 21/30, loss: 1.9142, acc: 0.8496
(TRAINING) task: 4, epoch: 21/30, loss: 1.9103, acc: 0.8477
(TRAINING) task: 4, epoch: 21/30, loss: 1.9103, acc: 0.8542
(TRAINING) task: 4, epoch: 21/30, loss: 1.9119, acc: 0.8549
(TRAINING) task: 4, epoch: 21/30, loss: 1.9113, acc: 0.8550
(TRAINING) task: 4, epoch: 21/30, loss: 1.9125, acc: 0.8568
(TRAINING) task: 4, epoch: 21/30, loss: 1.9114, acc: 0.8551
(TRAINING) task: 4, epoch: 21/30, loss: 1.9118, acc: 0.8540
(TRAINING) task: 4, epoch: 21/30, loss: 1.9127, acc: 0.8555
(TRAINING) task: 4, epoch: 21/30, loss: 1.9120, acc: 0.8576
(TRAINING) task: 4, epoch: 21/30, loss: 1.9101, acc: 0.8563
(TRAINING) task: 4, epoch: 21/30, loss: 1.9100, acc: 0.8549
(TRAINING) task: 4, epoch: 21/30, loss: 1.9112, acc: 0.8542
(TRAINING) task: 4, epoch: 21/30, loss: 1.9099, acc: 0.8564
(TRAINING) task: 4, epoch: 21/30, loss: 1.9104, acc: 0.8548
(TRAINING) task: 4, epoch: 21/30, loss: 1.9103, acc: 0.8555
(TRAINING) task: 4, epoch: 21/30, loss: 1.9096, acc: 0.8550
(TESTING) task: 4, epoch: 21/30, loss: 1.9718, acc: 0.8750
(TESTING) task: 4, epoch: 21/30, loss: 1.9297, acc: 0.8438
(TESTING) task: 4, epoch: 21/30, loss: 1.9146, acc: 0.8333
(TESTING) task: 4, epoch: 21/30, loss: 1.9325, acc: 0.8281
(TESTING) task: 4, epoch: 21/30, loss: 1.9321, acc: 0.8625
(TESTING) task: 4, epoch: 21/30, loss: 1.9565, acc: 0.8438
(TESTING) task: 4, epoch: 21/30, loss: 1.9595, acc: 0.8304
(TESTING) task: 4, epoch: 21/30, loss: 1.9585, acc: 0.8359
(TESTING) task: 4, epoch: 21/30, loss: 1.9476, acc: 0.8472
(TESTING) task: 4, epoch: 21/30, loss: 1.9362, acc: 0.8500
(TESTING) task: 4, epoch: 21/30, loss: 1.9322, acc: 0.8580
(TESTING) task: 4, epoch: 21/30, loss: 1.9335, acc: 0.8594
(TESTING) task: 4, epoch: 21/30, loss: 1.9351, acc: 0.8558
(TESTING) task: 4, epoch: 21/30, loss: 1.9363, acc: 0.8527
(TESTING) task: 4, epoch: 21/30, loss: 1.9285, acc: 0.8500
(TESTING) task: 4, epoch: 21/30, loss: 1.9260, acc: 0.8438
(TESTING) task: 4, epoch: 21/30, loss: 1.9297, acc: 0.8382
(TESTING) task: 4, epoch: 21/30, loss: 1.9266, acc: 0.8403
(TESTING) task: 4, epoch: 21/30, loss: 1.9237, acc: 0.8355
(TESTING) task: 4, epoch: 21/30, loss: 1.9225, acc: 0.8375
(TESTING) task: 4, epoch: 21/30, loss: 1.9160, acc: 0.8393
(TESTING) task: 4, epoch: 21/30, loss: 1.9153, acc: 0.8438
(TESTING) task: 4, epoch: 21/30, loss: 1.9181, acc: 0.8424
(TESTING) task: 4, epoch: 21/30, loss: 1.9161, acc: 0.8438
(TESTING) task: 4, epoch: 21/30, loss: 1.9142, acc: 0.8475
(TESTING) task: 4, epoch: 21/30, loss: 1.9148, acc: 0.8462
(TESTING) task: 4, epoch: 21/30, loss: 1.9137, acc: 0.8449
(TESTING) task: 4, epoch: 21/30, loss: 1.9145, acc: 0.8393
(TESTING) task: 4, epoch: 21/30, loss: 1.9112, acc: 0.8427
(TESTING) task: 4, epoch: 21/30, loss: 1.9136, acc: 0.8438
(TESTING) task: 4, epoch: 21/30, loss: 1.9157, acc: 0.8427
(TESTING) task: 4, epoch: 21/30, loss: 1.9153, acc: 0.8438
(TESTING) task: 4, epoch: 21/30, loss: 1.9146, acc: 0.8447
(TESTING) task: 4, epoch: 21/30, loss: 1.9162, acc: 0.8438
(TESTING) task: 4, epoch: 21/30, loss: 1.9139, acc: 0.8482
(TESTING) task: 4, epoch: 21/30, loss: 1.9152, acc: 0.8455
(TESTING) task: 4, epoch: 21/30, loss: 1.9162, acc: 0.8446
(TESTING) task: 4, epoch: 21/30, loss: 1.9147, acc: 0.8454
(TESTING) task: 4, epoch: 21/30, loss: 1.9128, acc: 0.8462
(TESTING) task: 4, epoch: 21/30, loss: 1.9118, acc: 0.8469
(TESTING) task: 4, epoch: 21/30, loss: 1.9117, acc: 0.8445
(TESTING) task: 4, epoch: 21/30, loss: 1.9125, acc: 0.8423
(TESTING) task: 4, epoch: 21/30, loss: 1.9111, acc: 0.8416
(TESTING) task: 4, epoch: 21/30, loss: 1.9102, acc: 0.8438
(TESTING) task: 4, epoch: 21/30, loss: 1.9088, acc: 0.8444
(TESTING) task: 4, epoch: 21/30, loss: 1.9096, acc: 0.8438
(TESTING) task: 4, epoch: 21/30, loss: 1.9095, acc: 0.8431
(TESTING) task: 4, epoch: 21/30, loss: 1.9098, acc: 0.8451
(TESTING) task: 4, epoch: 21/30, loss: 1.9114, acc: 0.8431
(TESTING) task: 4, epoch: 21/30, loss: 1.9120, acc: 0.8413
(TESTING) task: 4, epoch: 21/30, loss: 1.9118, acc: 0.8431
(TESTING) task: 4, epoch: 21/30, loss: 1.9138, acc: 0.8425
(TESTING) task: 4, epoch: 21/30, loss: 1.9141, acc: 0.8420
(TESTING) task: 4, epoch: 21/30, loss: 1.9144, acc: 0.8426
(TESTING) task: 4, epoch: 21/30, loss: 1.9137, acc: 0.8455
(TESTING) task: 4, epoch: 21/30, loss: 1.9128, acc: 0.8482
(TESTING) task: 4, epoch: 21/30, loss: 1.9114, acc: 0.8487
(TESTING) task: 4, epoch: 21/30, loss: 1.9119, acc: 0.8481
(TESTING) task: 4, epoch: 21/30, loss: 1.9103, acc: 0.8496
(TESTING) task: 4, epoch: 21/30, loss: 1.9123, acc: 0.8469
(TESTING) task: 4, epoch: 21/30, loss: 1.9131, acc: 0.8484
(TESTING) task: 4, epoch: 21/30, loss: 1.9117, acc: 0.8498
(TESTING) task: 4, epoch: 21/30, loss: 1.9139, acc: 0.8462
(TRAINING) task: 4, epoch: 22/30, loss: 1.8888, acc: 0.8633
(TRAINING) task: 4, epoch: 22/30, loss: 1.8974, acc: 0.8691
(TRAINING) task: 4, epoch: 22/30, loss: 1.9051, acc: 0.8633
(TRAINING) task: 4, epoch: 22/30, loss: 1.9079, acc: 0.8584
(TRAINING) task: 4, epoch: 22/30, loss: 1.9061, acc: 0.8570
(TRAINING) task: 4, epoch: 22/30, loss: 1.9061, acc: 0.8581
(TRAINING) task: 4, epoch: 22/30, loss: 1.9037, acc: 0.8588
(TRAINING) task: 4, epoch: 22/30, loss: 1.9004, acc: 0.8638
(TRAINING) task: 4, epoch: 22/30, loss: 1.9015, acc: 0.8650
(TRAINING) task: 4, epoch: 22/30, loss: 1.9029, acc: 0.8648
(TRAINING) task: 4, epoch: 22/30, loss: 1.9015, acc: 0.8658
(TRAINING) task: 4, epoch: 22/30, loss: 1.9016, acc: 0.8662
(TRAINING) task: 4, epoch: 22/30, loss: 1.9018, acc: 0.8654
(TRAINING) task: 4, epoch: 22/30, loss: 1.9013, acc: 0.8661
(TRAINING) task: 4, epoch: 22/30, loss: 1.9016, acc: 0.8664
(TRAINING) task: 4, epoch: 22/30, loss: 1.9008, acc: 0.8669
(TRAINING) task: 4, epoch: 22/30, loss: 1.9005, acc: 0.8676
(TRAINING) task: 4, epoch: 22/30, loss: 1.8998, acc: 0.8674
(TRAINING) task: 4, epoch: 22/30, loss: 1.8998, acc: 0.8678
(TRAINING) task: 4, epoch: 22/30, loss: 1.9002, acc: 0.8656
(TESTING) task: 4, epoch: 22/30, loss: 1.9308, acc: 0.8750
(TESTING) task: 4, epoch: 22/30, loss: 1.8755, acc: 0.9062
(TESTING) task: 4, epoch: 22/30, loss: 1.8624, acc: 0.8958
(TESTING) task: 4, epoch: 22/30, loss: 1.8710, acc: 0.8750
(TESTING) task: 4, epoch: 22/30, loss: 1.8831, acc: 0.8750
(TESTING) task: 4, epoch: 22/30, loss: 1.8892, acc: 0.8854
(TESTING) task: 4, epoch: 22/30, loss: 1.9015, acc: 0.8661
(TESTING) task: 4, epoch: 22/30, loss: 1.8965, acc: 0.8672
(TESTING) task: 4, epoch: 22/30, loss: 1.8970, acc: 0.8750
(TESTING) task: 4, epoch: 22/30, loss: 1.8997, acc: 0.8750
(TESTING) task: 4, epoch: 22/30, loss: 1.8922, acc: 0.8807
(TESTING) task: 4, epoch: 22/30, loss: 1.8969, acc: 0.8646
(TESTING) task: 4, epoch: 22/30, loss: 1.9052, acc: 0.8510
(TESTING) task: 4, epoch: 22/30, loss: 1.9074, acc: 0.8527
(TESTING) task: 4, epoch: 22/30, loss: 1.9124, acc: 0.8458
(TESTING) task: 4, epoch: 22/30, loss: 1.9162, acc: 0.8477
(TESTING) task: 4, epoch: 22/30, loss: 1.9197, acc: 0.8456
(TESTING) task: 4, epoch: 22/30, loss: 1.9228, acc: 0.8472
(TESTING) task: 4, epoch: 22/30, loss: 1.9182, acc: 0.8520
(TESTING) task: 4, epoch: 22/30, loss: 1.9183, acc: 0.8531
(TESTING) task: 4, epoch: 22/30, loss: 1.9153, acc: 0.8571
(TESTING) task: 4, epoch: 22/30, loss: 1.9142, acc: 0.8551
(TESTING) task: 4, epoch: 22/30, loss: 1.9137, acc: 0.8560
(TESTING) task: 4, epoch: 22/30, loss: 1.9142, acc: 0.8568
(TESTING) task: 4, epoch: 22/30, loss: 1.9146, acc: 0.8525
(TESTING) task: 4, epoch: 22/30, loss: 1.9161, acc: 0.8510
(TESTING) task: 4, epoch: 22/30, loss: 1.9147, acc: 0.8519
(TESTING) task: 4, epoch: 22/30, loss: 1.9171, acc: 0.8504
(TESTING) task: 4, epoch: 22/30, loss: 1.9166, acc: 0.8513
(TESTING) task: 4, epoch: 22/30, loss: 1.9139, acc: 0.8562
(TESTING) task: 4, epoch: 22/30, loss: 1.9148, acc: 0.8528
(TESTING) task: 4, epoch: 22/30, loss: 1.9110, acc: 0.8574
(TESTING) task: 4, epoch: 22/30, loss: 1.9110, acc: 0.8598
(TESTING) task: 4, epoch: 22/30, loss: 1.9049, acc: 0.8621
(TESTING) task: 4, epoch: 22/30, loss: 1.9044, acc: 0.8643
(TESTING) task: 4, epoch: 22/30, loss: 1.9065, acc: 0.8611
(TESTING) task: 4, epoch: 22/30, loss: 1.9062, acc: 0.8615
(TESTING) task: 4, epoch: 22/30, loss: 1.9084, acc: 0.8586
(TESTING) task: 4, epoch: 22/30, loss: 1.9102, acc: 0.8590
(TESTING) task: 4, epoch: 22/30, loss: 1.9095, acc: 0.8594
(TESTING) task: 4, epoch: 22/30, loss: 1.9095, acc: 0.8567
(TESTING) task: 4, epoch: 22/30, loss: 1.9090, acc: 0.8571
(TESTING) task: 4, epoch: 22/30, loss: 1.9091, acc: 0.8561
(TESTING) task: 4, epoch: 22/30, loss: 1.9074, acc: 0.8551
(TESTING) task: 4, epoch: 22/30, loss: 1.9067, acc: 0.8583
(TESTING) task: 4, epoch: 22/30, loss: 1.9074, acc: 0.8601
(TESTING) task: 4, epoch: 22/30, loss: 1.9078, acc: 0.8617
(TESTING) task: 4, epoch: 22/30, loss: 1.9072, acc: 0.8607
(TESTING) task: 4, epoch: 22/30, loss: 1.9079, acc: 0.8597
(TESTING) task: 4, epoch: 22/30, loss: 1.9087, acc: 0.8588
(TESTING) task: 4, epoch: 22/30, loss: 1.9072, acc: 0.8603
(TESTING) task: 4, epoch: 22/30, loss: 1.9071, acc: 0.8606
(TESTING) task: 4, epoch: 22/30, loss: 1.9060, acc: 0.8620
(TESTING) task: 4, epoch: 22/30, loss: 1.9059, acc: 0.8634
(TESTING) task: 4, epoch: 22/30, loss: 1.9056, acc: 0.8625
(TESTING) task: 4, epoch: 22/30, loss: 1.9054, acc: 0.8638
(TESTING) task: 4, epoch: 22/30, loss: 1.9039, acc: 0.8651
(TESTING) task: 4, epoch: 22/30, loss: 1.9050, acc: 0.8642
(TESTING) task: 4, epoch: 22/30, loss: 1.9077, acc: 0.8623
(TESTING) task: 4, epoch: 22/30, loss: 1.9060, acc: 0.8635
(TESTING) task: 4, epoch: 22/30, loss: 1.9050, acc: 0.8648
(TESTING) task: 4, epoch: 22/30, loss: 1.9033, acc: 0.8659
(TESTING) task: 4, epoch: 22/30, loss: 1.9044, acc: 0.8661
(TRAINING) task: 4, epoch: 23/30, loss: 1.8675, acc: 0.8945
(TRAINING) task: 4, epoch: 23/30, loss: 1.8819, acc: 0.8926
(TRAINING) task: 4, epoch: 23/30, loss: 1.8906, acc: 0.8893
(TRAINING) task: 4, epoch: 23/30, loss: 1.8932, acc: 0.8916
(TRAINING) task: 4, epoch: 23/30, loss: 1.8918, acc: 0.8898
(TRAINING) task: 4, epoch: 23/30, loss: 1.8912, acc: 0.8906
(TRAINING) task: 4, epoch: 23/30, loss: 1.8920, acc: 0.8901
(TRAINING) task: 4, epoch: 23/30, loss: 1.8932, acc: 0.8853
(TRAINING) task: 4, epoch: 23/30, loss: 1.8924, acc: 0.8837
(TRAINING) task: 4, epoch: 23/30, loss: 1.8906, acc: 0.8863
(TRAINING) task: 4, epoch: 23/30, loss: 1.8922, acc: 0.8846
(TRAINING) task: 4, epoch: 23/30, loss: 1.8926, acc: 0.8818
(TRAINING) task: 4, epoch: 23/30, loss: 1.8923, acc: 0.8813
(TRAINING) task: 4, epoch: 23/30, loss: 1.8907, acc: 0.8836
(TRAINING) task: 4, epoch: 23/30, loss: 1.8902, acc: 0.8815
(TRAINING) task: 4, epoch: 23/30, loss: 1.8896, acc: 0.8806
(TRAINING) task: 4, epoch: 23/30, loss: 1.8896, acc: 0.8787
(TRAINING) task: 4, epoch: 23/30, loss: 1.8904, acc: 0.8770
(TRAINING) task: 4, epoch: 23/30, loss: 1.8915, acc: 0.8746
(TRAINING) task: 4, epoch: 23/30, loss: 1.8905, acc: 0.8739
(TESTING) task: 4, epoch: 23/30, loss: 1.9593, acc: 0.8125
(TESTING) task: 4, epoch: 23/30, loss: 1.9368, acc: 0.8438
(TESTING) task: 4, epoch: 23/30, loss: 1.8936, acc: 0.8958
(TESTING) task: 4, epoch: 23/30, loss: 1.8861, acc: 0.8906
(TESTING) task: 4, epoch: 23/30, loss: 1.8885, acc: 0.8875
(TESTING) task: 4, epoch: 23/30, loss: 1.9073, acc: 0.8542
(TESTING) task: 4, epoch: 23/30, loss: 1.8988, acc: 0.8482
(TESTING) task: 4, epoch: 23/30, loss: 1.9068, acc: 0.8438
(TESTING) task: 4, epoch: 23/30, loss: 1.8921, acc: 0.8542
(TESTING) task: 4, epoch: 23/30, loss: 1.9006, acc: 0.8562
(TESTING) task: 4, epoch: 23/30, loss: 1.8959, acc: 0.8580
(TESTING) task: 4, epoch: 23/30, loss: 1.8986, acc: 0.8490
(TESTING) task: 4, epoch: 23/30, loss: 1.9023, acc: 0.8510
(TESTING) task: 4, epoch: 23/30, loss: 1.8954, acc: 0.8616
(TESTING) task: 4, epoch: 23/30, loss: 1.8960, acc: 0.8667
(TESTING) task: 4, epoch: 23/30, loss: 1.8986, acc: 0.8711
(TESTING) task: 4, epoch: 23/30, loss: 1.8978, acc: 0.8640
(TESTING) task: 4, epoch: 23/30, loss: 1.8974, acc: 0.8681
(TESTING) task: 4, epoch: 23/30, loss: 1.8958, acc: 0.8717
(TESTING) task: 4, epoch: 23/30, loss: 1.8953, acc: 0.8719
(TESTING) task: 4, epoch: 23/30, loss: 1.8972, acc: 0.8720
(TESTING) task: 4, epoch: 23/30, loss: 1.8927, acc: 0.8750
(TESTING) task: 4, epoch: 23/30, loss: 1.8928, acc: 0.8723
(TESTING) task: 4, epoch: 23/30, loss: 1.8897, acc: 0.8750
(TESTING) task: 4, epoch: 23/30, loss: 1.8944, acc: 0.8700
(TESTING) task: 4, epoch: 23/30, loss: 1.8937, acc: 0.8678
(TESTING) task: 4, epoch: 23/30, loss: 1.8884, acc: 0.8727
(TESTING) task: 4, epoch: 23/30, loss: 1.8866, acc: 0.8750
(TESTING) task: 4, epoch: 23/30, loss: 1.8891, acc: 0.8750
(TESTING) task: 4, epoch: 23/30, loss: 1.8888, acc: 0.8771
(TESTING) task: 4, epoch: 23/30, loss: 1.8904, acc: 0.8770
(TESTING) task: 4, epoch: 23/30, loss: 1.8930, acc: 0.8711
(TESTING) task: 4, epoch: 23/30, loss: 1.8939, acc: 0.8712
(TESTING) task: 4, epoch: 23/30, loss: 1.8968, acc: 0.8713
(TESTING) task: 4, epoch: 23/30, loss: 1.8954, acc: 0.8750
(TESTING) task: 4, epoch: 23/30, loss: 1.8978, acc: 0.8715
(TESTING) task: 4, epoch: 23/30, loss: 1.8956, acc: 0.8733
(TESTING) task: 4, epoch: 23/30, loss: 1.8999, acc: 0.8734
(TESTING) task: 4, epoch: 23/30, loss: 1.9007, acc: 0.8718
(TESTING) task: 4, epoch: 23/30, loss: 1.8950, acc: 0.8734
(TESTING) task: 4, epoch: 23/30, loss: 1.8940, acc: 0.8735
(TESTING) task: 4, epoch: 23/30, loss: 1.8936, acc: 0.8735
(TESTING) task: 4, epoch: 23/30, loss: 1.8925, acc: 0.8750
(TESTING) task: 4, epoch: 23/30, loss: 1.8907, acc: 0.8750
(TESTING) task: 4, epoch: 23/30, loss: 1.8892, acc: 0.8750
(TESTING) task: 4, epoch: 23/30, loss: 1.8898, acc: 0.8736
(TESTING) task: 4, epoch: 23/30, loss: 1.8923, acc: 0.8710
(TESTING) task: 4, epoch: 23/30, loss: 1.8943, acc: 0.8685
(TESTING) task: 4, epoch: 23/30, loss: 1.8945, acc: 0.8686
(TESTING) task: 4, epoch: 23/30, loss: 1.8946, acc: 0.8700
(TESTING) task: 4, epoch: 23/30, loss: 1.8958, acc: 0.8689
(TESTING) task: 4, epoch: 23/30, loss: 1.8954, acc: 0.8714
(TESTING) task: 4, epoch: 23/30, loss: 1.8956, acc: 0.8691
(TESTING) task: 4, epoch: 23/30, loss: 1.8969, acc: 0.8681
(TESTING) task: 4, epoch: 23/30, loss: 1.8956, acc: 0.8693
(TESTING) task: 4, epoch: 23/30, loss: 1.8961, acc: 0.8672
(TESTING) task: 4, epoch: 23/30, loss: 1.8971, acc: 0.8673
(TESTING) task: 4, epoch: 23/30, loss: 1.8981, acc: 0.8653
(TESTING) task: 4, epoch: 23/30, loss: 1.8964, acc: 0.8665
(TESTING) task: 4, epoch: 23/30, loss: 1.8960, acc: 0.8667
(TESTING) task: 4, epoch: 23/30, loss: 1.8974, acc: 0.8648
(TESTING) task: 4, epoch: 23/30, loss: 1.8959, acc: 0.8649
(TESTING) task: 4, epoch: 23/30, loss: 1.8956, acc: 0.8631
(TRAINING) task: 4, epoch: 24/30, loss: 1.8748, acc: 0.8906
(TRAINING) task: 4, epoch: 24/30, loss: 1.8841, acc: 0.8848
(TRAINING) task: 4, epoch: 24/30, loss: 1.8806, acc: 0.8854
(TRAINING) task: 4, epoch: 24/30, loss: 1.8886, acc: 0.8799
(TRAINING) task: 4, epoch: 24/30, loss: 1.8894, acc: 0.8805
(TRAINING) task: 4, epoch: 24/30, loss: 1.8918, acc: 0.8730
(TRAINING) task: 4, epoch: 24/30, loss: 1.8908, acc: 0.8761
(TRAINING) task: 4, epoch: 24/30, loss: 1.8873, acc: 0.8789
(TRAINING) task: 4, epoch: 24/30, loss: 1.8859, acc: 0.8776
(TRAINING) task: 4, epoch: 24/30, loss: 1.8863, acc: 0.8785
(TRAINING) task: 4, epoch: 24/30, loss: 1.8870, acc: 0.8771
(TRAINING) task: 4, epoch: 24/30, loss: 1.8869, acc: 0.8763
(TRAINING) task: 4, epoch: 24/30, loss: 1.8860, acc: 0.8765
(TRAINING) task: 4, epoch: 24/30, loss: 1.8863, acc: 0.8758
(TRAINING) task: 4, epoch: 24/30, loss: 1.8849, acc: 0.8760
(TRAINING) task: 4, epoch: 24/30, loss: 1.8844, acc: 0.8765
(TRAINING) task: 4, epoch: 24/30, loss: 1.8824, acc: 0.8771
(TRAINING) task: 4, epoch: 24/30, loss: 1.8816, acc: 0.8774
(TRAINING) task: 4, epoch: 24/30, loss: 1.8824, acc: 0.8781
(TRAINING) task: 4, epoch: 24/30, loss: 1.8835, acc: 0.8765
(TESTING) task: 4, epoch: 24/30, loss: 1.8420, acc: 1.0000
(TESTING) task: 4, epoch: 24/30, loss: 1.9254, acc: 0.9375
(TESTING) task: 4, epoch: 24/30, loss: 1.9141, acc: 0.9375
(TESTING) task: 4, epoch: 24/30, loss: 1.9000, acc: 0.9219
(TESTING) task: 4, epoch: 24/30, loss: 1.8920, acc: 0.9250
(TESTING) task: 4, epoch: 24/30, loss: 1.8960, acc: 0.9167
(TESTING) task: 4, epoch: 24/30, loss: 1.8878, acc: 0.8839
(TESTING) task: 4, epoch: 24/30, loss: 1.8791, acc: 0.8828
(TESTING) task: 4, epoch: 24/30, loss: 1.8659, acc: 0.8958
(TESTING) task: 4, epoch: 24/30, loss: 1.8683, acc: 0.8750
(TESTING) task: 4, epoch: 24/30, loss: 1.8704, acc: 0.8807
(TESTING) task: 4, epoch: 24/30, loss: 1.8721, acc: 0.8698
(TESTING) task: 4, epoch: 24/30, loss: 1.8743, acc: 0.8702
(TESTING) task: 4, epoch: 24/30, loss: 1.8698, acc: 0.8795
(TESTING) task: 4, epoch: 24/30, loss: 1.8730, acc: 0.8750
(TESTING) task: 4, epoch: 24/30, loss: 1.8702, acc: 0.8750
(TESTING) task: 4, epoch: 24/30, loss: 1.8681, acc: 0.8750
(TESTING) task: 4, epoch: 24/30, loss: 1.8708, acc: 0.8750
(TESTING) task: 4, epoch: 24/30, loss: 1.8692, acc: 0.8816
(TESTING) task: 4, epoch: 24/30, loss: 1.8647, acc: 0.8844
(TESTING) task: 4, epoch: 24/30, loss: 1.8688, acc: 0.8780
(TESTING) task: 4, epoch: 24/30, loss: 1.8693, acc: 0.8778
(TESTING) task: 4, epoch: 24/30, loss: 1.8713, acc: 0.8723
(TESTING) task: 4, epoch: 24/30, loss: 1.8734, acc: 0.8724
(TESTING) task: 4, epoch: 24/30, loss: 1.8693, acc: 0.8750
(TESTING) task: 4, epoch: 24/30, loss: 1.8705, acc: 0.8774
(TESTING) task: 4, epoch: 24/30, loss: 1.8682, acc: 0.8773
(TESTING) task: 4, epoch: 24/30, loss: 1.8696, acc: 0.8795
(TESTING) task: 4, epoch: 24/30, loss: 1.8693, acc: 0.8793
(TESTING) task: 4, epoch: 24/30, loss: 1.8715, acc: 0.8771
(TESTING) task: 4, epoch: 24/30, loss: 1.8767, acc: 0.8710
(TESTING) task: 4, epoch: 24/30, loss: 1.8758, acc: 0.8750
(TESTING) task: 4, epoch: 24/30, loss: 1.8748, acc: 0.8769
(TESTING) task: 4, epoch: 24/30, loss: 1.8732, acc: 0.8750
(TESTING) task: 4, epoch: 24/30, loss: 1.8751, acc: 0.8732
(TESTING) task: 4, epoch: 24/30, loss: 1.8805, acc: 0.8681
(TESTING) task: 4, epoch: 24/30, loss: 1.8789, acc: 0.8699
(TESTING) task: 4, epoch: 24/30, loss: 1.8800, acc: 0.8701
(TESTING) task: 4, epoch: 24/30, loss: 1.8813, acc: 0.8670
(TESTING) task: 4, epoch: 24/30, loss: 1.8829, acc: 0.8672
(TESTING) task: 4, epoch: 24/30, loss: 1.8803, acc: 0.8674
(TESTING) task: 4, epoch: 24/30, loss: 1.8818, acc: 0.8661
(TESTING) task: 4, epoch: 24/30, loss: 1.8837, acc: 0.8619
(TESTING) task: 4, epoch: 24/30, loss: 1.8812, acc: 0.8651
(TESTING) task: 4, epoch: 24/30, loss: 1.8829, acc: 0.8597
(TESTING) task: 4, epoch: 24/30, loss: 1.8826, acc: 0.8614
(TESTING) task: 4, epoch: 24/30, loss: 1.8845, acc: 0.8590
(TESTING) task: 4, epoch: 24/30, loss: 1.8839, acc: 0.8581
(TESTING) task: 4, epoch: 24/30, loss: 1.8826, acc: 0.8584
(TESTING) task: 4, epoch: 24/30, loss: 1.8835, acc: 0.8588
(TESTING) task: 4, epoch: 24/30, loss: 1.8847, acc: 0.8578
(TESTING) task: 4, epoch: 24/30, loss: 1.8846, acc: 0.8558
(TESTING) task: 4, epoch: 24/30, loss: 1.8859, acc: 0.8526
(TESTING) task: 4, epoch: 24/30, loss: 1.8857, acc: 0.8519
(TESTING) task: 4, epoch: 24/30, loss: 1.8854, acc: 0.8523
(TESTING) task: 4, epoch: 24/30, loss: 1.8837, acc: 0.8538
(TESTING) task: 4, epoch: 24/30, loss: 1.8825, acc: 0.8553
(TESTING) task: 4, epoch: 24/30, loss: 1.8836, acc: 0.8567
(TESTING) task: 4, epoch: 24/30, loss: 1.8851, acc: 0.8570
(TESTING) task: 4, epoch: 24/30, loss: 1.8853, acc: 0.8562
(TESTING) task: 4, epoch: 24/30, loss: 1.8866, acc: 0.8555
(TESTING) task: 4, epoch: 24/30, loss: 1.8866, acc: 0.8579
(TESTING) task: 4, epoch: 24/30, loss: 1.8878, acc: 0.8562
(TRAINING) task: 4, epoch: 25/30, loss: 1.9171, acc: 0.8477
(TRAINING) task: 4, epoch: 25/30, loss: 1.8997, acc: 0.8535
(TRAINING) task: 4, epoch: 25/30, loss: 1.8773, acc: 0.8698
(TRAINING) task: 4, epoch: 25/30, loss: 1.8676, acc: 0.8721
(TRAINING) task: 4, epoch: 25/30, loss: 1.8696, acc: 0.8703
(TRAINING) task: 4, epoch: 25/30, loss: 1.8712, acc: 0.8757
(TRAINING) task: 4, epoch: 25/30, loss: 1.8709, acc: 0.8761
(TRAINING) task: 4, epoch: 25/30, loss: 1.8721, acc: 0.8750
(TRAINING) task: 4, epoch: 25/30, loss: 1.8752, acc: 0.8711
(TRAINING) task: 4, epoch: 25/30, loss: 1.8748, acc: 0.8719
(TRAINING) task: 4, epoch: 25/30, loss: 1.8733, acc: 0.8739
(TRAINING) task: 4, epoch: 25/30, loss: 1.8726, acc: 0.8760
(TRAINING) task: 4, epoch: 25/30, loss: 1.8721, acc: 0.8777
(TRAINING) task: 4, epoch: 25/30, loss: 1.8718, acc: 0.8792
(TRAINING) task: 4, epoch: 25/30, loss: 1.8712, acc: 0.8815
(TRAINING) task: 4, epoch: 25/30, loss: 1.8723, acc: 0.8789
(TRAINING) task: 4, epoch: 25/30, loss: 1.8715, acc: 0.8789
(TRAINING) task: 4, epoch: 25/30, loss: 1.8722, acc: 0.8798
(TRAINING) task: 4, epoch: 25/30, loss: 1.8733, acc: 0.8785
(TRAINING) task: 4, epoch: 25/30, loss: 1.8737, acc: 0.8761
(TESTING) task: 4, epoch: 25/30, loss: 1.8455, acc: 0.8750
(TESTING) task: 4, epoch: 25/30, loss: 1.9153, acc: 0.7812
(TESTING) task: 4, epoch: 25/30, loss: 1.8750, acc: 0.8125
(TESTING) task: 4, epoch: 25/30, loss: 1.9005, acc: 0.7969
(TESTING) task: 4, epoch: 25/30, loss: 1.8945, acc: 0.8250
(TESTING) task: 4, epoch: 25/30, loss: 1.8983, acc: 0.8229
(TESTING) task: 4, epoch: 25/30, loss: 1.8890, acc: 0.8393
(TESTING) task: 4, epoch: 25/30, loss: 1.8953, acc: 0.8438
(TESTING) task: 4, epoch: 25/30, loss: 1.8917, acc: 0.8403
(TESTING) task: 4, epoch: 25/30, loss: 1.8833, acc: 0.8438
(TESTING) task: 4, epoch: 25/30, loss: 1.8831, acc: 0.8466
(TESTING) task: 4, epoch: 25/30, loss: 1.8757, acc: 0.8542
(TESTING) task: 4, epoch: 25/30, loss: 1.8734, acc: 0.8558
(TESTING) task: 4, epoch: 25/30, loss: 1.8658, acc: 0.8661
(TESTING) task: 4, epoch: 25/30, loss: 1.8719, acc: 0.8583
(TESTING) task: 4, epoch: 25/30, loss: 1.8734, acc: 0.8633
(TESTING) task: 4, epoch: 25/30, loss: 1.8751, acc: 0.8566
(TESTING) task: 4, epoch: 25/30, loss: 1.8747, acc: 0.8576
(TESTING) task: 4, epoch: 25/30, loss: 1.8782, acc: 0.8553
(TESTING) task: 4, epoch: 25/30, loss: 1.8867, acc: 0.8438
(TESTING) task: 4, epoch: 25/30, loss: 1.8879, acc: 0.8423
(TESTING) task: 4, epoch: 25/30, loss: 1.8852, acc: 0.8466
(TESTING) task: 4, epoch: 25/30, loss: 1.8822, acc: 0.8533
(TESTING) task: 4, epoch: 25/30, loss: 1.8832, acc: 0.8516
(TESTING) task: 4, epoch: 25/30, loss: 1.8819, acc: 0.8525
(TESTING) task: 4, epoch: 25/30, loss: 1.8795, acc: 0.8510
(TESTING) task: 4, epoch: 25/30, loss: 1.8831, acc: 0.8495
(TESTING) task: 4, epoch: 25/30, loss: 1.8818, acc: 0.8504
(TESTING) task: 4, epoch: 25/30, loss: 1.8810, acc: 0.8534
(TESTING) task: 4, epoch: 25/30, loss: 1.8812, acc: 0.8562
(TESTING) task: 4, epoch: 25/30, loss: 1.8793, acc: 0.8589
(TESTING) task: 4, epoch: 25/30, loss: 1.8800, acc: 0.8574
(TESTING) task: 4, epoch: 25/30, loss: 1.8824, acc: 0.8504
(TESTING) task: 4, epoch: 25/30, loss: 1.8811, acc: 0.8529
(TESTING) task: 4, epoch: 25/30, loss: 1.8787, acc: 0.8518
(TESTING) task: 4, epoch: 25/30, loss: 1.8764, acc: 0.8524
(TESTING) task: 4, epoch: 25/30, loss: 1.8750, acc: 0.8497
(TESTING) task: 4, epoch: 25/30, loss: 1.8755, acc: 0.8503
(TESTING) task: 4, epoch: 25/30, loss: 1.8726, acc: 0.8542
(TESTING) task: 4, epoch: 25/30, loss: 1.8720, acc: 0.8531
(TESTING) task: 4, epoch: 25/30, loss: 1.8760, acc: 0.8506
(TESTING) task: 4, epoch: 25/30, loss: 1.8756, acc: 0.8497
(TESTING) task: 4, epoch: 25/30, loss: 1.8739, acc: 0.8517
(TESTING) task: 4, epoch: 25/30, loss: 1.8761, acc: 0.8509
(TESTING) task: 4, epoch: 25/30, loss: 1.8771, acc: 0.8500
(TESTING) task: 4, epoch: 25/30, loss: 1.8773, acc: 0.8492
(TESTING) task: 4, epoch: 25/30, loss: 1.8758, acc: 0.8497
(TESTING) task: 4, epoch: 25/30, loss: 1.8779, acc: 0.8490
(TESTING) task: 4, epoch: 25/30, loss: 1.8754, acc: 0.8520
(TESTING) task: 4, epoch: 25/30, loss: 1.8760, acc: 0.8500
(TESTING) task: 4, epoch: 25/30, loss: 1.8751, acc: 0.8505
(TESTING) task: 4, epoch: 25/30, loss: 1.8761, acc: 0.8510
(TESTING) task: 4, epoch: 25/30, loss: 1.8742, acc: 0.8538
(TESTING) task: 4, epoch: 25/30, loss: 1.8738, acc: 0.8553
(TESTING) task: 4, epoch: 25/30, loss: 1.8745, acc: 0.8545
(TESTING) task: 4, epoch: 25/30, loss: 1.8747, acc: 0.8549
(TESTING) task: 4, epoch: 25/30, loss: 1.8760, acc: 0.8542
(TESTING) task: 4, epoch: 25/30, loss: 1.8772, acc: 0.8545
(TESTING) task: 4, epoch: 25/30, loss: 1.8777, acc: 0.8549
(TESTING) task: 4, epoch: 25/30, loss: 1.8761, acc: 0.8573
(TESTING) task: 4, epoch: 25/30, loss: 1.8749, acc: 0.8566
(TESTING) task: 4, epoch: 25/30, loss: 1.8760, acc: 0.8569
(TESTING) task: 4, epoch: 25/30, loss: 1.8784, acc: 0.8552
(TRAINING) task: 4, epoch: 26/30, loss: 1.8478, acc: 0.8984
(TRAINING) task: 4, epoch: 26/30, loss: 1.8521, acc: 0.8926
(TRAINING) task: 4, epoch: 26/30, loss: 1.8646, acc: 0.8867
(TRAINING) task: 4, epoch: 26/30, loss: 1.8590, acc: 0.8906
(TRAINING) task: 4, epoch: 26/30, loss: 1.8655, acc: 0.8852
(TRAINING) task: 4, epoch: 26/30, loss: 1.8638, acc: 0.8854
(TRAINING) task: 4, epoch: 26/30, loss: 1.8620, acc: 0.8845
(TRAINING) task: 4, epoch: 26/30, loss: 1.8604, acc: 0.8853
(TRAINING) task: 4, epoch: 26/30, loss: 1.8595, acc: 0.8841
(TRAINING) task: 4, epoch: 26/30, loss: 1.8614, acc: 0.8805
(TRAINING) task: 4, epoch: 26/30, loss: 1.8636, acc: 0.8775
(TRAINING) task: 4, epoch: 26/30, loss: 1.8626, acc: 0.8792
(TRAINING) task: 4, epoch: 26/30, loss: 1.8632, acc: 0.8774
(TRAINING) task: 4, epoch: 26/30, loss: 1.8641, acc: 0.8770
(TRAINING) task: 4, epoch: 26/30, loss: 1.8660, acc: 0.8779
(TRAINING) task: 4, epoch: 26/30, loss: 1.8649, acc: 0.8789
(TRAINING) task: 4, epoch: 26/30, loss: 1.8642, acc: 0.8782
(TRAINING) task: 4, epoch: 26/30, loss: 1.8659, acc: 0.8746
(TRAINING) task: 4, epoch: 26/30, loss: 1.8660, acc: 0.8758
(TRAINING) task: 4, epoch: 26/30, loss: 1.8648, acc: 0.8754
(TESTING) task: 4, epoch: 26/30, loss: 1.9621, acc: 0.8125
(TESTING) task: 4, epoch: 26/30, loss: 1.9361, acc: 0.8125
(TESTING) task: 4, epoch: 26/30, loss: 1.9229, acc: 0.7917
(TESTING) task: 4, epoch: 26/30, loss: 1.9134, acc: 0.8281
(TESTING) task: 4, epoch: 26/30, loss: 1.9120, acc: 0.8500
(TESTING) task: 4, epoch: 26/30, loss: 1.9133, acc: 0.8333
(TESTING) task: 4, epoch: 26/30, loss: 1.9136, acc: 0.8304
(TESTING) task: 4, epoch: 26/30, loss: 1.9123, acc: 0.8281
(TESTING) task: 4, epoch: 26/30, loss: 1.9170, acc: 0.8333
(TESTING) task: 4, epoch: 26/30, loss: 1.9134, acc: 0.8250
(TESTING) task: 4, epoch: 26/30, loss: 1.9005, acc: 0.8295
(TESTING) task: 4, epoch: 26/30, loss: 1.9005, acc: 0.8229
(TESTING) task: 4, epoch: 26/30, loss: 1.8956, acc: 0.8269
(TESTING) task: 4, epoch: 26/30, loss: 1.8928, acc: 0.8259
(TESTING) task: 4, epoch: 26/30, loss: 1.8881, acc: 0.8292
(TESTING) task: 4, epoch: 26/30, loss: 1.8817, acc: 0.8359
(TESTING) task: 4, epoch: 26/30, loss: 1.8858, acc: 0.8346
(TESTING) task: 4, epoch: 26/30, loss: 1.8808, acc: 0.8403
(TESTING) task: 4, epoch: 26/30, loss: 1.8744, acc: 0.8454
(TESTING) task: 4, epoch: 26/30, loss: 1.8790, acc: 0.8406
(TESTING) task: 4, epoch: 26/30, loss: 1.8756, acc: 0.8452
(TESTING) task: 4, epoch: 26/30, loss: 1.8743, acc: 0.8523
(TESTING) task: 4, epoch: 26/30, loss: 1.8697, acc: 0.8533
(TESTING) task: 4, epoch: 26/30, loss: 1.8706, acc: 0.8516
(TESTING) task: 4, epoch: 26/30, loss: 1.8661, acc: 0.8550
(TESTING) task: 4, epoch: 26/30, loss: 1.8665, acc: 0.8582
(TESTING) task: 4, epoch: 26/30, loss: 1.8632, acc: 0.8588
(TESTING) task: 4, epoch: 26/30, loss: 1.8625, acc: 0.8616
(TESTING) task: 4, epoch: 26/30, loss: 1.8642, acc: 0.8599
(TESTING) task: 4, epoch: 26/30, loss: 1.8629, acc: 0.8583
(TESTING) task: 4, epoch: 26/30, loss: 1.8642, acc: 0.8589
(TESTING) task: 4, epoch: 26/30, loss: 1.8670, acc: 0.8574
(TESTING) task: 4, epoch: 26/30, loss: 1.8679, acc: 0.8542
(TESTING) task: 4, epoch: 26/30, loss: 1.8692, acc: 0.8529
(TESTING) task: 4, epoch: 26/30, loss: 1.8690, acc: 0.8536
(TESTING) task: 4, epoch: 26/30, loss: 1.8684, acc: 0.8559
(TESTING) task: 4, epoch: 26/30, loss: 1.8674, acc: 0.8581
(TESTING) task: 4, epoch: 26/30, loss: 1.8688, acc: 0.8553
(TESTING) task: 4, epoch: 26/30, loss: 1.8697, acc: 0.8526
(TESTING) task: 4, epoch: 26/30, loss: 1.8690, acc: 0.8516
(TESTING) task: 4, epoch: 26/30, loss: 1.8708, acc: 0.8506
(TESTING) task: 4, epoch: 26/30, loss: 1.8704, acc: 0.8542
(TESTING) task: 4, epoch: 26/30, loss: 1.8699, acc: 0.8561
(TESTING) task: 4, epoch: 26/30, loss: 1.8694, acc: 0.8565
(TESTING) task: 4, epoch: 26/30, loss: 1.8693, acc: 0.8569
(TESTING) task: 4, epoch: 26/30, loss: 1.8685, acc: 0.8573
(TESTING) task: 4, epoch: 26/30, loss: 1.8681, acc: 0.8577
(TESTING) task: 4, epoch: 26/30, loss: 1.8675, acc: 0.8568
(TESTING) task: 4, epoch: 26/30, loss: 1.8669, acc: 0.8584
(TESTING) task: 4, epoch: 26/30, loss: 1.8681, acc: 0.8600
(TESTING) task: 4, epoch: 26/30, loss: 1.8680, acc: 0.8591
(TESTING) task: 4, epoch: 26/30, loss: 1.8676, acc: 0.8594
(TESTING) task: 4, epoch: 26/30, loss: 1.8652, acc: 0.8620
(TESTING) task: 4, epoch: 26/30, loss: 1.8653, acc: 0.8611
(TESTING) task: 4, epoch: 26/30, loss: 1.8666, acc: 0.8614
(TESTING) task: 4, epoch: 26/30, loss: 1.8687, acc: 0.8583
(TESTING) task: 4, epoch: 26/30, loss: 1.8692, acc: 0.8575
(TESTING) task: 4, epoch: 26/30, loss: 1.8694, acc: 0.8578
(TESTING) task: 4, epoch: 26/30, loss: 1.8713, acc: 0.8581
(TESTING) task: 4, epoch: 26/30, loss: 1.8710, acc: 0.8562
(TESTING) task: 4, epoch: 26/30, loss: 1.8711, acc: 0.8555
(TESTING) task: 4, epoch: 26/30, loss: 1.8734, acc: 0.8528
(TESTING) task: 4, epoch: 26/30, loss: 1.8736, acc: 0.8532
(TRAINING) task: 4, epoch: 27/30, loss: 1.8514, acc: 0.8750
(TRAINING) task: 4, epoch: 27/30, loss: 1.8488, acc: 0.8809
(TRAINING) task: 4, epoch: 27/30, loss: 1.8543, acc: 0.8841
(TRAINING) task: 4, epoch: 27/30, loss: 1.8559, acc: 0.8848
(TRAINING) task: 4, epoch: 27/30, loss: 1.8581, acc: 0.8773
(TRAINING) task: 4, epoch: 27/30, loss: 1.8625, acc: 0.8717
(TRAINING) task: 4, epoch: 27/30, loss: 1.8638, acc: 0.8717
(TRAINING) task: 4, epoch: 27/30, loss: 1.8609, acc: 0.8774
(TRAINING) task: 4, epoch: 27/30, loss: 1.8619, acc: 0.8733
(TRAINING) task: 4, epoch: 27/30, loss: 1.8616, acc: 0.8738
(TRAINING) task: 4, epoch: 27/30, loss: 1.8633, acc: 0.8743
(TRAINING) task: 4, epoch: 27/30, loss: 1.8625, acc: 0.8743
(TRAINING) task: 4, epoch: 27/30, loss: 1.8634, acc: 0.8726
(TRAINING) task: 4, epoch: 27/30, loss: 1.8638, acc: 0.8700
(TRAINING) task: 4, epoch: 27/30, loss: 1.8648, acc: 0.8688
(TRAINING) task: 4, epoch: 27/30, loss: 1.8658, acc: 0.8669
(TRAINING) task: 4, epoch: 27/30, loss: 1.8668, acc: 0.8660
(TRAINING) task: 4, epoch: 27/30, loss: 1.8658, acc: 0.8661
(TRAINING) task: 4, epoch: 27/30, loss: 1.8650, acc: 0.8668
(TRAINING) task: 4, epoch: 27/30, loss: 1.8654, acc: 0.8661
(TESTING) task: 4, epoch: 27/30, loss: 1.8219, acc: 0.8750
(TESTING) task: 4, epoch: 27/30, loss: 1.8691, acc: 0.8125
(TESTING) task: 4, epoch: 27/30, loss: 1.8274, acc: 0.8542
(TESTING) task: 4, epoch: 27/30, loss: 1.8255, acc: 0.8594
(TESTING) task: 4, epoch: 27/30, loss: 1.8343, acc: 0.8500
(TESTING) task: 4, epoch: 27/30, loss: 1.8478, acc: 0.8542
(TESTING) task: 4, epoch: 27/30, loss: 1.8530, acc: 0.8750
(TESTING) task: 4, epoch: 27/30, loss: 1.8584, acc: 0.8750
(TESTING) task: 4, epoch: 27/30, loss: 1.8719, acc: 0.8750
(TESTING) task: 4, epoch: 27/30, loss: 1.8654, acc: 0.8812
(TESTING) task: 4, epoch: 27/30, loss: 1.8747, acc: 0.8580
(TESTING) task: 4, epoch: 27/30, loss: 1.8680, acc: 0.8646
(TESTING) task: 4, epoch: 27/30, loss: 1.8762, acc: 0.8510
(TESTING) task: 4, epoch: 27/30, loss: 1.8706, acc: 0.8571
(TESTING) task: 4, epoch: 27/30, loss: 1.8663, acc: 0.8625
(TESTING) task: 4, epoch: 27/30, loss: 1.8680, acc: 0.8633
(TESTING) task: 4, epoch: 27/30, loss: 1.8639, acc: 0.8676
(TESTING) task: 4, epoch: 27/30, loss: 1.8666, acc: 0.8611
(TESTING) task: 4, epoch: 27/30, loss: 1.8674, acc: 0.8586
(TESTING) task: 4, epoch: 27/30, loss: 1.8616, acc: 0.8625
(TESTING) task: 4, epoch: 27/30, loss: 1.8606, acc: 0.8631
(TESTING) task: 4, epoch: 27/30, loss: 1.8637, acc: 0.8580
(TESTING) task: 4, epoch: 27/30, loss: 1.8610, acc: 0.8614
(TESTING) task: 4, epoch: 27/30, loss: 1.8626, acc: 0.8542
(TESTING) task: 4, epoch: 27/30, loss: 1.8608, acc: 0.8575
(TESTING) task: 4, epoch: 27/30, loss: 1.8549, acc: 0.8630
(TESTING) task: 4, epoch: 27/30, loss: 1.8593, acc: 0.8588
(TESTING) task: 4, epoch: 27/30, loss: 1.8624, acc: 0.8571
(TESTING) task: 4, epoch: 27/30, loss: 1.8661, acc: 0.8599
(TESTING) task: 4, epoch: 27/30, loss: 1.8661, acc: 0.8583
(TESTING) task: 4, epoch: 27/30, loss: 1.8680, acc: 0.8569
(TESTING) task: 4, epoch: 27/30, loss: 1.8659, acc: 0.8574
(TESTING) task: 4, epoch: 27/30, loss: 1.8630, acc: 0.8580
(TESTING) task: 4, epoch: 27/30, loss: 1.8627, acc: 0.8566
(TESTING) task: 4, epoch: 27/30, loss: 1.8654, acc: 0.8571
(TESTING) task: 4, epoch: 27/30, loss: 1.8646, acc: 0.8594
(TESTING) task: 4, epoch: 27/30, loss: 1.8630, acc: 0.8598
(TESTING) task: 4, epoch: 27/30, loss: 1.8643, acc: 0.8553
(TESTING) task: 4, epoch: 27/30, loss: 1.8660, acc: 0.8542
(TESTING) task: 4, epoch: 27/30, loss: 1.8663, acc: 0.8531
(TESTING) task: 4, epoch: 27/30, loss: 1.8680, acc: 0.8521
(TESTING) task: 4, epoch: 27/30, loss: 1.8692, acc: 0.8527
(TESTING) task: 4, epoch: 27/30, loss: 1.8711, acc: 0.8488
(TESTING) task: 4, epoch: 27/30, loss: 1.8703, acc: 0.8494
(TESTING) task: 4, epoch: 27/30, loss: 1.8712, acc: 0.8486
(TESTING) task: 4, epoch: 27/30, loss: 1.8691, acc: 0.8519
(TESTING) task: 4, epoch: 27/30, loss: 1.8669, acc: 0.8551
(TESTING) task: 4, epoch: 27/30, loss: 1.8668, acc: 0.8542
(TESTING) task: 4, epoch: 27/30, loss: 1.8691, acc: 0.8533
(TESTING) task: 4, epoch: 27/30, loss: 1.8676, acc: 0.8525
(TESTING) task: 4, epoch: 27/30, loss: 1.8674, acc: 0.8517
(TESTING) task: 4, epoch: 27/30, loss: 1.8681, acc: 0.8510
(TESTING) task: 4, epoch: 27/30, loss: 1.8680, acc: 0.8502
(TESTING) task: 4, epoch: 27/30, loss: 1.8700, acc: 0.8484
(TESTING) task: 4, epoch: 27/30, loss: 1.8720, acc: 0.8466
(TESTING) task: 4, epoch: 27/30, loss: 1.8724, acc: 0.8449
(TESTING) task: 4, epoch: 27/30, loss: 1.8734, acc: 0.8443
(TESTING) task: 4, epoch: 27/30, loss: 1.8759, acc: 0.8438
(TESTING) task: 4, epoch: 27/30, loss: 1.8753, acc: 0.8443
(TESTING) task: 4, epoch: 27/30, loss: 1.8753, acc: 0.8438
(TESTING) task: 4, epoch: 27/30, loss: 1.8749, acc: 0.8443
(TESTING) task: 4, epoch: 27/30, loss: 1.8744, acc: 0.8458
(TESTING) task: 4, epoch: 27/30, loss: 1.8737, acc: 0.8462
(TRAINING) task: 4, epoch: 28/30, loss: 1.8614, acc: 0.8516
(TRAINING) task: 4, epoch: 28/30, loss: 1.8571, acc: 0.8418
(TRAINING) task: 4, epoch: 28/30, loss: 1.8547, acc: 0.8542
(TRAINING) task: 4, epoch: 28/30, loss: 1.8558, acc: 0.8555
(TRAINING) task: 4, epoch: 28/30, loss: 1.8565, acc: 0.8516
(TRAINING) task: 4, epoch: 28/30, loss: 1.8587, acc: 0.8581
(TRAINING) task: 4, epoch: 28/30, loss: 1.8568, acc: 0.8594
(TRAINING) task: 4, epoch: 28/30, loss: 1.8577, acc: 0.8623
(TRAINING) task: 4, epoch: 28/30, loss: 1.8603, acc: 0.8611
(TRAINING) task: 4, epoch: 28/30, loss: 1.8592, acc: 0.8605
(TRAINING) task: 4, epoch: 28/30, loss: 1.8620, acc: 0.8615
(TRAINING) task: 4, epoch: 28/30, loss: 1.8609, acc: 0.8646
(TRAINING) task: 4, epoch: 28/30, loss: 1.8637, acc: 0.8627
(TRAINING) task: 4, epoch: 28/30, loss: 1.8619, acc: 0.8658
(TRAINING) task: 4, epoch: 28/30, loss: 1.8615, acc: 0.8638
(TRAINING) task: 4, epoch: 28/30, loss: 1.8605, acc: 0.8669
(TRAINING) task: 4, epoch: 28/30, loss: 1.8603, acc: 0.8683
(TRAINING) task: 4, epoch: 28/30, loss: 1.8606, acc: 0.8689
(TRAINING) task: 4, epoch: 28/30, loss: 1.8592, acc: 0.8719
(TRAINING) task: 4, epoch: 28/30, loss: 1.8617, acc: 0.8695
(TESTING) task: 4, epoch: 28/30, loss: 1.8636, acc: 0.7500
(TESTING) task: 4, epoch: 28/30, loss: 1.9089, acc: 0.7188
(TESTING) task: 4, epoch: 28/30, loss: 1.8968, acc: 0.7292
(TESTING) task: 4, epoch: 28/30, loss: 1.8659, acc: 0.7969
(TESTING) task: 4, epoch: 28/30, loss: 1.8621, acc: 0.8000
(TESTING) task: 4, epoch: 28/30, loss: 1.8460, acc: 0.8229
(TESTING) task: 4, epoch: 28/30, loss: 1.8408, acc: 0.8482
(TESTING) task: 4, epoch: 28/30, loss: 1.8514, acc: 0.8594
(TESTING) task: 4, epoch: 28/30, loss: 1.8409, acc: 0.8681
(TESTING) task: 4, epoch: 28/30, loss: 1.8325, acc: 0.8812
(TESTING) task: 4, epoch: 28/30, loss: 1.8334, acc: 0.8807
(TESTING) task: 4, epoch: 28/30, loss: 1.8332, acc: 0.8750
(TESTING) task: 4, epoch: 28/30, loss: 1.8365, acc: 0.8750
(TESTING) task: 4, epoch: 28/30, loss: 1.8429, acc: 0.8750
(TESTING) task: 4, epoch: 28/30, loss: 1.8558, acc: 0.8708
(TESTING) task: 4, epoch: 28/30, loss: 1.8561, acc: 0.8672
(TESTING) task: 4, epoch: 28/30, loss: 1.8564, acc: 0.8713
(TESTING) task: 4, epoch: 28/30, loss: 1.8547, acc: 0.8681
(TESTING) task: 4, epoch: 28/30, loss: 1.8554, acc: 0.8651
(TESTING) task: 4, epoch: 28/30, loss: 1.8614, acc: 0.8625
(TESTING) task: 4, epoch: 28/30, loss: 1.8622, acc: 0.8631
(TESTING) task: 4, epoch: 28/30, loss: 1.8639, acc: 0.8580
(TESTING) task: 4, epoch: 28/30, loss: 1.8666, acc: 0.8587
(TESTING) task: 4, epoch: 28/30, loss: 1.8670, acc: 0.8542
(TESTING) task: 4, epoch: 28/30, loss: 1.8728, acc: 0.8500
(TESTING) task: 4, epoch: 28/30, loss: 1.8701, acc: 0.8534
(TESTING) task: 4, epoch: 28/30, loss: 1.8712, acc: 0.8542
(TESTING) task: 4, epoch: 28/30, loss: 1.8745, acc: 0.8504
(TESTING) task: 4, epoch: 28/30, loss: 1.8756, acc: 0.8513
(TESTING) task: 4, epoch: 28/30, loss: 1.8755, acc: 0.8521
(TESTING) task: 4, epoch: 28/30, loss: 1.8731, acc: 0.8548
(TESTING) task: 4, epoch: 28/30, loss: 1.8699, acc: 0.8574
(TESTING) task: 4, epoch: 28/30, loss: 1.8668, acc: 0.8598
(TESTING) task: 4, epoch: 28/30, loss: 1.8683, acc: 0.8603
(TESTING) task: 4, epoch: 28/30, loss: 1.8667, acc: 0.8625
(TESTING) task: 4, epoch: 28/30, loss: 1.8686, acc: 0.8576
(TESTING) task: 4, epoch: 28/30, loss: 1.8680, acc: 0.8598
(TESTING) task: 4, epoch: 28/30, loss: 1.8666, acc: 0.8635
(TESTING) task: 4, epoch: 28/30, loss: 1.8645, acc: 0.8654
(TESTING) task: 4, epoch: 28/30, loss: 1.8649, acc: 0.8641
(TESTING) task: 4, epoch: 28/30, loss: 1.8643, acc: 0.8643
(TESTING) task: 4, epoch: 28/30, loss: 1.8657, acc: 0.8646
(TESTING) task: 4, epoch: 28/30, loss: 1.8653, acc: 0.8663
(TESTING) task: 4, epoch: 28/30, loss: 1.8665, acc: 0.8665
(TESTING) task: 4, epoch: 28/30, loss: 1.8676, acc: 0.8667
(TESTING) task: 4, epoch: 28/30, loss: 1.8694, acc: 0.8682
(TESTING) task: 4, epoch: 28/30, loss: 1.8667, acc: 0.8710
(TESTING) task: 4, epoch: 28/30, loss: 1.8671, acc: 0.8659
(TESTING) task: 4, epoch: 28/30, loss: 1.8678, acc: 0.8648
(TESTING) task: 4, epoch: 28/30, loss: 1.8657, acc: 0.8662
(TESTING) task: 4, epoch: 28/30, loss: 1.8671, acc: 0.8640
(TESTING) task: 4, epoch: 28/30, loss: 1.8649, acc: 0.8666
(TESTING) task: 4, epoch: 28/30, loss: 1.8655, acc: 0.8656
(TESTING) task: 4, epoch: 28/30, loss: 1.8657, acc: 0.8634
(TESTING) task: 4, epoch: 28/30, loss: 1.8678, acc: 0.8636
(TESTING) task: 4, epoch: 28/30, loss: 1.8682, acc: 0.8638
(TESTING) task: 4, epoch: 28/30, loss: 1.8678, acc: 0.8629
(TESTING) task: 4, epoch: 28/30, loss: 1.8694, acc: 0.8631
(TESTING) task: 4, epoch: 28/30, loss: 1.8678, acc: 0.8655
(TESTING) task: 4, epoch: 28/30, loss: 1.8663, acc: 0.8677
(TESTING) task: 4, epoch: 28/30, loss: 1.8653, acc: 0.8699
(TESTING) task: 4, epoch: 28/30, loss: 1.8655, acc: 0.8690
(TESTING) task: 4, epoch: 28/30, loss: 1.8636, acc: 0.8690
(TRAINING) task: 4, epoch: 29/30, loss: 1.8524, acc: 0.8828
(TRAINING) task: 4, epoch: 29/30, loss: 1.8532, acc: 0.8828
(TRAINING) task: 4, epoch: 29/30, loss: 1.8607, acc: 0.8854
(TRAINING) task: 4, epoch: 29/30, loss: 1.8574, acc: 0.8896
(TRAINING) task: 4, epoch: 29/30, loss: 1.8570, acc: 0.8867
(TRAINING) task: 4, epoch: 29/30, loss: 1.8575, acc: 0.8893
(TRAINING) task: 4, epoch: 29/30, loss: 1.8528, acc: 0.8901
(TRAINING) task: 4, epoch: 29/30, loss: 1.8502, acc: 0.8882
(TRAINING) task: 4, epoch: 29/30, loss: 1.8503, acc: 0.8902
(TRAINING) task: 4, epoch: 29/30, loss: 1.8512, acc: 0.8902
(TRAINING) task: 4, epoch: 29/30, loss: 1.8513, acc: 0.8917
(TRAINING) task: 4, epoch: 29/30, loss: 1.8513, acc: 0.8942
(TRAINING) task: 4, epoch: 29/30, loss: 1.8509, acc: 0.8948
(TRAINING) task: 4, epoch: 29/30, loss: 1.8500, acc: 0.8965
(TRAINING) task: 4, epoch: 29/30, loss: 1.8490, acc: 0.8979
(TRAINING) task: 4, epoch: 29/30, loss: 1.8488, acc: 0.8987
(TRAINING) task: 4, epoch: 29/30, loss: 1.8494, acc: 0.8975
(TRAINING) task: 4, epoch: 29/30, loss: 1.8481, acc: 0.8987
(TRAINING) task: 4, epoch: 29/30, loss: 1.8496, acc: 0.8982
(TRAINING) task: 4, epoch: 29/30, loss: 1.8498, acc: 0.8974
(TESTING) task: 4, epoch: 29/30, loss: 1.9516, acc: 0.8750
(TESTING) task: 4, epoch: 29/30, loss: 1.8577, acc: 0.9062
(TESTING) task: 4, epoch: 29/30, loss: 1.8406, acc: 0.8958
(TESTING) task: 4, epoch: 29/30, loss: 1.8424, acc: 0.9062
(TESTING) task: 4, epoch: 29/30, loss: 1.8287, acc: 0.9250
(TESTING) task: 4, epoch: 29/30, loss: 1.8143, acc: 0.9271
(TESTING) task: 4, epoch: 29/30, loss: 1.8324, acc: 0.9286
(TESTING) task: 4, epoch: 29/30, loss: 1.8280, acc: 0.9219
(TESTING) task: 4, epoch: 29/30, loss: 1.8341, acc: 0.9167
(TESTING) task: 4, epoch: 29/30, loss: 1.8417, acc: 0.9125
(TESTING) task: 4, epoch: 29/30, loss: 1.8385, acc: 0.9091
(TESTING) task: 4, epoch: 29/30, loss: 1.8406, acc: 0.9010
(TESTING) task: 4, epoch: 29/30, loss: 1.8393, acc: 0.9087
(TESTING) task: 4, epoch: 29/30, loss: 1.8423, acc: 0.9152
(TESTING) task: 4, epoch: 29/30, loss: 1.8406, acc: 0.9125
(TESTING) task: 4, epoch: 29/30, loss: 1.8478, acc: 0.9023
(TESTING) task: 4, epoch: 29/30, loss: 1.8531, acc: 0.8897
(TESTING) task: 4, epoch: 29/30, loss: 1.8533, acc: 0.8854
(TESTING) task: 4, epoch: 29/30, loss: 1.8603, acc: 0.8783
(TESTING) task: 4, epoch: 29/30, loss: 1.8590, acc: 0.8781
(TESTING) task: 4, epoch: 29/30, loss: 1.8563, acc: 0.8780
(TESTING) task: 4, epoch: 29/30, loss: 1.8584, acc: 0.8750
(TESTING) task: 4, epoch: 29/30, loss: 1.8612, acc: 0.8750
(TESTING) task: 4, epoch: 29/30, loss: 1.8655, acc: 0.8698
(TESTING) task: 4, epoch: 29/30, loss: 1.8636, acc: 0.8700
(TESTING) task: 4, epoch: 29/30, loss: 1.8631, acc: 0.8726
(TESTING) task: 4, epoch: 29/30, loss: 1.8550, acc: 0.8773
(TESTING) task: 4, epoch: 29/30, loss: 1.8554, acc: 0.8750
(TESTING) task: 4, epoch: 29/30, loss: 1.8533, acc: 0.8750
(TESTING) task: 4, epoch: 29/30, loss: 1.8569, acc: 0.8750
(TESTING) task: 4, epoch: 29/30, loss: 1.8587, acc: 0.8730
(TESTING) task: 4, epoch: 29/30, loss: 1.8587, acc: 0.8672
(TESTING) task: 4, epoch: 29/30, loss: 1.8592, acc: 0.8617
(TESTING) task: 4, epoch: 29/30, loss: 1.8633, acc: 0.8548
(TESTING) task: 4, epoch: 29/30, loss: 1.8642, acc: 0.8571
(TESTING) task: 4, epoch: 29/30, loss: 1.8649, acc: 0.8576
(TESTING) task: 4, epoch: 29/30, loss: 1.8661, acc: 0.8564
(TESTING) task: 4, epoch: 29/30, loss: 1.8658, acc: 0.8569
(TESTING) task: 4, epoch: 29/30, loss: 1.8679, acc: 0.8526
(TESTING) task: 4, epoch: 29/30, loss: 1.8681, acc: 0.8516
(TESTING) task: 4, epoch: 29/30, loss: 1.8674, acc: 0.8521
(TESTING) task: 4, epoch: 29/30, loss: 1.8648, acc: 0.8542
(TESTING) task: 4, epoch: 29/30, loss: 1.8637, acc: 0.8547
(TESTING) task: 4, epoch: 29/30, loss: 1.8615, acc: 0.8580
(TESTING) task: 4, epoch: 29/30, loss: 1.8589, acc: 0.8597
(TESTING) task: 4, epoch: 29/30, loss: 1.8602, acc: 0.8614
(TESTING) task: 4, epoch: 29/30, loss: 1.8613, acc: 0.8617
(TESTING) task: 4, epoch: 29/30, loss: 1.8596, acc: 0.8646
(TESTING) task: 4, epoch: 29/30, loss: 1.8596, acc: 0.8648
(TESTING) task: 4, epoch: 29/30, loss: 1.8615, acc: 0.8625
(TESTING) task: 4, epoch: 29/30, loss: 1.8586, acc: 0.8652
(TESTING) task: 4, epoch: 29/30, loss: 1.8581, acc: 0.8654
(TESTING) task: 4, epoch: 29/30, loss: 1.8571, acc: 0.8644
(TESTING) task: 4, epoch: 29/30, loss: 1.8553, acc: 0.8669
(TESTING) task: 4, epoch: 29/30, loss: 1.8556, acc: 0.8682
(TESTING) task: 4, epoch: 29/30, loss: 1.8548, acc: 0.8694
(TESTING) task: 4, epoch: 29/30, loss: 1.8566, acc: 0.8673
(TESTING) task: 4, epoch: 29/30, loss: 1.8583, acc: 0.8664
(TESTING) task: 4, epoch: 29/30, loss: 1.8579, acc: 0.8655
(TESTING) task: 4, epoch: 29/30, loss: 1.8574, acc: 0.8667
(TESTING) task: 4, epoch: 29/30, loss: 1.8561, acc: 0.8678
(TESTING) task: 4, epoch: 29/30, loss: 1.8566, acc: 0.8669
(TESTING) task: 4, epoch: 29/30, loss: 1.8571, acc: 0.8651
#params=56074
(TRAINING) task: 5, epoch: 0/30, loss: 2.3050, acc: 0.0781
(TRAINING) task: 5, epoch: 0/30, loss: 2.3049, acc: 0.0664
(TRAINING) task: 5, epoch: 0/30, loss: 2.3044, acc: 0.0768
(TRAINING) task: 5, epoch: 0/30, loss: 2.3042, acc: 0.0801
(TRAINING) task: 5, epoch: 0/30, loss: 2.3039, acc: 0.0805
(TRAINING) task: 5, epoch: 0/30, loss: 2.3039, acc: 0.0794
(TRAINING) task: 5, epoch: 0/30, loss: 2.3038, acc: 0.0792
(TRAINING) task: 5, epoch: 0/30, loss: 2.3034, acc: 0.0757
(TRAINING) task: 5, epoch: 0/30, loss: 2.3031, acc: 0.0790
(TRAINING) task: 5, epoch: 0/30, loss: 2.3027, acc: 0.0836
(TRAINING) task: 5, epoch: 0/30, loss: 2.3025, acc: 0.0817
(TRAINING) task: 5, epoch: 0/30, loss: 2.3023, acc: 0.0846
(TRAINING) task: 5, epoch: 0/30, loss: 2.3023, acc: 0.0844
(TRAINING) task: 5, epoch: 0/30, loss: 2.3021, acc: 0.0859
(TRAINING) task: 5, epoch: 0/30, loss: 2.3020, acc: 0.0883
(TRAINING) task: 5, epoch: 0/30, loss: 2.3019, acc: 0.0898
(TRAINING) task: 5, epoch: 0/30, loss: 2.3018, acc: 0.0908
(TRAINING) task: 5, epoch: 0/30, loss: 2.3016, acc: 0.0938
(TRAINING) task: 5, epoch: 0/30, loss: 2.3015, acc: 0.0956
(TRAINING) task: 5, epoch: 0/30, loss: 2.3014, acc: 0.0971
(TESTING) task: 5, epoch: 0/30, loss: 2.2972, acc: 0.1250
(TESTING) task: 5, epoch: 0/30, loss: 2.2978, acc: 0.0938
(TESTING) task: 5, epoch: 0/30, loss: 2.2963, acc: 0.1042
(TESTING) task: 5, epoch: 0/30, loss: 2.2967, acc: 0.1250
(TESTING) task: 5, epoch: 0/30, loss: 2.2975, acc: 0.1125
(TESTING) task: 5, epoch: 0/30, loss: 2.2979, acc: 0.1354
(TESTING) task: 5, epoch: 0/30, loss: 2.2984, acc: 0.1250
(TESTING) task: 5, epoch: 0/30, loss: 2.2988, acc: 0.1328
(TESTING) task: 5, epoch: 0/30, loss: 2.2987, acc: 0.1319
(TESTING) task: 5, epoch: 0/30, loss: 2.2996, acc: 0.1313
(TESTING) task: 5, epoch: 0/30, loss: 2.2993, acc: 0.1364
(TESTING) task: 5, epoch: 0/30, loss: 2.2988, acc: 0.1354
(TESTING) task: 5, epoch: 0/30, loss: 2.2983, acc: 0.1394
(TESTING) task: 5, epoch: 0/30, loss: 2.2985, acc: 0.1295
(TESTING) task: 5, epoch: 0/30, loss: 2.2984, acc: 0.1292
(TESTING) task: 5, epoch: 0/30, loss: 2.2990, acc: 0.1250
(TESTING) task: 5, epoch: 0/30, loss: 2.2988, acc: 0.1397
(TESTING) task: 5, epoch: 0/30, loss: 2.2985, acc: 0.1424
(TESTING) task: 5, epoch: 0/30, loss: 2.2989, acc: 0.1349
(TESTING) task: 5, epoch: 0/30, loss: 2.2989, acc: 0.1375
(TESTING) task: 5, epoch: 0/30, loss: 2.2991, acc: 0.1369
(TESTING) task: 5, epoch: 0/30, loss: 2.2991, acc: 0.1335
(TESTING) task: 5, epoch: 0/30, loss: 2.2987, acc: 0.1359
(TESTING) task: 5, epoch: 0/30, loss: 2.2988, acc: 0.1354
(TESTING) task: 5, epoch: 0/30, loss: 2.2992, acc: 0.1300
(TESTING) task: 5, epoch: 0/30, loss: 2.2990, acc: 0.1346
(TESTING) task: 5, epoch: 0/30, loss: 2.2987, acc: 0.1366
(TESTING) task: 5, epoch: 0/30, loss: 2.2987, acc: 0.1406
(TESTING) task: 5, epoch: 0/30, loss: 2.2985, acc: 0.1401
(TESTING) task: 5, epoch: 0/30, loss: 2.2984, acc: 0.1396
(TESTING) task: 5, epoch: 0/30, loss: 2.2983, acc: 0.1391
(TESTING) task: 5, epoch: 0/30, loss: 2.2983, acc: 0.1367
(TESTING) task: 5, epoch: 0/30, loss: 2.2984, acc: 0.1326
(TESTING) task: 5, epoch: 0/30, loss: 2.2986, acc: 0.1287
(TESTING) task: 5, epoch: 0/30, loss: 2.2987, acc: 0.1250
(TESTING) task: 5, epoch: 0/30, loss: 2.2987, acc: 0.1250
(TESTING) task: 5, epoch: 0/30, loss: 2.2986, acc: 0.1250
(TESTING) task: 5, epoch: 0/30, loss: 2.2985, acc: 0.1234
(TESTING) task: 5, epoch: 0/30, loss: 2.2986, acc: 0.1218
(TESTING) task: 5, epoch: 0/30, loss: 2.2985, acc: 0.1234
(TESTING) task: 5, epoch: 0/30, loss: 2.2986, acc: 0.1204
(TESTING) task: 5, epoch: 0/30, loss: 2.2985, acc: 0.1220
(TESTING) task: 5, epoch: 0/30, loss: 2.2983, acc: 0.1235
(TESTING) task: 5, epoch: 0/30, loss: 2.2983, acc: 0.1207
(TESTING) task: 5, epoch: 0/30, loss: 2.2983, acc: 0.1208
(TESTING) task: 5, epoch: 0/30, loss: 2.2983, acc: 0.1196
(TESTING) task: 5, epoch: 0/30, loss: 2.2983, acc: 0.1210
(TESTING) task: 5, epoch: 0/30, loss: 2.2984, acc: 0.1211
(TESTING) task: 5, epoch: 0/30, loss: 2.2984, acc: 0.1199
(TESTING) task: 5, epoch: 0/30, loss: 2.2982, acc: 0.1225
(TESTING) task: 5, epoch: 0/30, loss: 2.2982, acc: 0.1238
(TESTING) task: 5, epoch: 0/30, loss: 2.2981, acc: 0.1238
(TESTING) task: 5, epoch: 0/30, loss: 2.2982, acc: 0.1238
(TESTING) task: 5, epoch: 0/30, loss: 2.2982, acc: 0.1227
(TESTING) task: 5, epoch: 0/30, loss: 2.2983, acc: 0.1216
(TESTING) task: 5, epoch: 0/30, loss: 2.2984, acc: 0.1217
(TESTING) task: 5, epoch: 0/30, loss: 2.2983, acc: 0.1217
(TESTING) task: 5, epoch: 0/30, loss: 2.2983, acc: 0.1239
(TESTING) task: 5, epoch: 0/30, loss: 2.2981, acc: 0.1250
(TESTING) task: 5, epoch: 0/30, loss: 2.2981, acc: 0.1250
(TESTING) task: 5, epoch: 0/30, loss: 2.2981, acc: 0.1240
(TESTING) task: 5, epoch: 0/30, loss: 2.2981, acc: 0.1230
(TESTING) task: 5, epoch: 0/30, loss: 2.2980, acc: 0.1230
(TRAINING) task: 5, epoch: 1/30, loss: 2.2973, acc: 0.1367
(TRAINING) task: 5, epoch: 1/30, loss: 2.2977, acc: 0.1309
(TRAINING) task: 5, epoch: 1/30, loss: 2.2971, acc: 0.1367
(TRAINING) task: 5, epoch: 1/30, loss: 2.2968, acc: 0.1416
(TRAINING) task: 5, epoch: 1/30, loss: 2.2968, acc: 0.1430
(TRAINING) task: 5, epoch: 1/30, loss: 2.2965, acc: 0.1406
(TRAINING) task: 5, epoch: 1/30, loss: 2.2964, acc: 0.1395
(TRAINING) task: 5, epoch: 1/30, loss: 2.2963, acc: 0.1401
(TRAINING) task: 5, epoch: 1/30, loss: 2.2962, acc: 0.1450
(TRAINING) task: 5, epoch: 1/30, loss: 2.2963, acc: 0.1441
(TRAINING) task: 5, epoch: 1/30, loss: 2.2961, acc: 0.1463
(TRAINING) task: 5, epoch: 1/30, loss: 2.2959, acc: 0.1462
(TRAINING) task: 5, epoch: 1/30, loss: 2.2955, acc: 0.1478
(TRAINING) task: 5, epoch: 1/30, loss: 2.2952, acc: 0.1518
(TRAINING) task: 5, epoch: 1/30, loss: 2.2948, acc: 0.1552
(TRAINING) task: 5, epoch: 1/30, loss: 2.2946, acc: 0.1584
(TRAINING) task: 5, epoch: 1/30, loss: 2.2944, acc: 0.1602
(TRAINING) task: 5, epoch: 1/30, loss: 2.2942, acc: 0.1647
(TRAINING) task: 5, epoch: 1/30, loss: 2.2941, acc: 0.1663
(TRAINING) task: 5, epoch: 1/30, loss: 2.2939, acc: 0.1683
(TESTING) task: 5, epoch: 1/30, loss: 2.2886, acc: 0.1875
(TESTING) task: 5, epoch: 1/30, loss: 2.2933, acc: 0.2188
(TESTING) task: 5, epoch: 1/30, loss: 2.2907, acc: 0.2292
(TESTING) task: 5, epoch: 1/30, loss: 2.2916, acc: 0.2031
(TESTING) task: 5, epoch: 1/30, loss: 2.2909, acc: 0.2125
(TESTING) task: 5, epoch: 1/30, loss: 2.2902, acc: 0.2083
(TESTING) task: 5, epoch: 1/30, loss: 2.2903, acc: 0.2143
(TESTING) task: 5, epoch: 1/30, loss: 2.2912, acc: 0.2031
(TESTING) task: 5, epoch: 1/30, loss: 2.2906, acc: 0.2014
(TESTING) task: 5, epoch: 1/30, loss: 2.2904, acc: 0.2000
(TESTING) task: 5, epoch: 1/30, loss: 2.2904, acc: 0.1932
(TESTING) task: 5, epoch: 1/30, loss: 2.2904, acc: 0.1979
(TESTING) task: 5, epoch: 1/30, loss: 2.2900, acc: 0.1971
(TESTING) task: 5, epoch: 1/30, loss: 2.2897, acc: 0.1920
(TESTING) task: 5, epoch: 1/30, loss: 2.2900, acc: 0.1917
(TESTING) task: 5, epoch: 1/30, loss: 2.2902, acc: 0.1836
(TESTING) task: 5, epoch: 1/30, loss: 2.2904, acc: 0.1875
(TESTING) task: 5, epoch: 1/30, loss: 2.2911, acc: 0.1840
(TESTING) task: 5, epoch: 1/30, loss: 2.2908, acc: 0.1809
(TESTING) task: 5, epoch: 1/30, loss: 2.2910, acc: 0.1719
(TESTING) task: 5, epoch: 1/30, loss: 2.2912, acc: 0.1756
(TESTING) task: 5, epoch: 1/30, loss: 2.2913, acc: 0.1761
(TESTING) task: 5, epoch: 1/30, loss: 2.2913, acc: 0.1739
(TESTING) task: 5, epoch: 1/30, loss: 2.2909, acc: 0.1771
(TESTING) task: 5, epoch: 1/30, loss: 2.2905, acc: 0.1825
(TESTING) task: 5, epoch: 1/30, loss: 2.2905, acc: 0.1851
(TESTING) task: 5, epoch: 1/30, loss: 2.2902, acc: 0.1875
(TESTING) task: 5, epoch: 1/30, loss: 2.2902, acc: 0.1875
(TESTING) task: 5, epoch: 1/30, loss: 2.2903, acc: 0.1853
(TESTING) task: 5, epoch: 1/30, loss: 2.2904, acc: 0.1833
(TESTING) task: 5, epoch: 1/30, loss: 2.2905, acc: 0.1815
(TESTING) task: 5, epoch: 1/30, loss: 2.2903, acc: 0.1816
(TESTING) task: 5, epoch: 1/30, loss: 2.2902, acc: 0.1818
(TESTING) task: 5, epoch: 1/30, loss: 2.2904, acc: 0.1820
(TESTING) task: 5, epoch: 1/30, loss: 2.2903, acc: 0.1821
(TESTING) task: 5, epoch: 1/30, loss: 2.2904, acc: 0.1788
(TESTING) task: 5, epoch: 1/30, loss: 2.2905, acc: 0.1774
(TESTING) task: 5, epoch: 1/30, loss: 2.2903, acc: 0.1809
(TESTING) task: 5, epoch: 1/30, loss: 2.2901, acc: 0.1875
(TESTING) task: 5, epoch: 1/30, loss: 2.2901, acc: 0.1891
(TESTING) task: 5, epoch: 1/30, loss: 2.2902, acc: 0.1860
(TESTING) task: 5, epoch: 1/30, loss: 2.2901, acc: 0.1890
(TESTING) task: 5, epoch: 1/30, loss: 2.2901, acc: 0.1919
(TESTING) task: 5, epoch: 1/30, loss: 2.2903, acc: 0.1903
(TESTING) task: 5, epoch: 1/30, loss: 2.2902, acc: 0.1889
(TESTING) task: 5, epoch: 1/30, loss: 2.2903, acc: 0.1902
(TESTING) task: 5, epoch: 1/30, loss: 2.2905, acc: 0.1888
(TESTING) task: 5, epoch: 1/30, loss: 2.2904, acc: 0.1901
(TESTING) task: 5, epoch: 1/30, loss: 2.2901, acc: 0.1952
(TESTING) task: 5, epoch: 1/30, loss: 2.2901, acc: 0.1963
(TESTING) task: 5, epoch: 1/30, loss: 2.2900, acc: 0.1961
(TESTING) task: 5, epoch: 1/30, loss: 2.2899, acc: 0.1995
(TESTING) task: 5, epoch: 1/30, loss: 2.2899, acc: 0.2005
(TESTING) task: 5, epoch: 1/30, loss: 2.2897, acc: 0.2014
(TESTING) task: 5, epoch: 1/30, loss: 2.2898, acc: 0.1989
(TESTING) task: 5, epoch: 1/30, loss: 2.2897, acc: 0.1987
(TESTING) task: 5, epoch: 1/30, loss: 2.2897, acc: 0.1985
(TESTING) task: 5, epoch: 1/30, loss: 2.2898, acc: 0.1994
(TESTING) task: 5, epoch: 1/30, loss: 2.2897, acc: 0.2034
(TESTING) task: 5, epoch: 1/30, loss: 2.2897, acc: 0.2042
(TESTING) task: 5, epoch: 1/30, loss: 2.2899, acc: 0.2049
(TESTING) task: 5, epoch: 1/30, loss: 2.2898, acc: 0.2046
(TESTING) task: 5, epoch: 1/30, loss: 2.2896, acc: 0.2093
(TRAINING) task: 5, epoch: 2/30, loss: 2.2875, acc: 0.2617
(TRAINING) task: 5, epoch: 2/30, loss: 2.2882, acc: 0.2422
(TRAINING) task: 5, epoch: 2/30, loss: 2.2881, acc: 0.2422
(TRAINING) task: 5, epoch: 2/30, loss: 2.2876, acc: 0.2480
(TRAINING) task: 5, epoch: 2/30, loss: 2.2879, acc: 0.2430
(TRAINING) task: 5, epoch: 2/30, loss: 2.2872, acc: 0.2546
(TRAINING) task: 5, epoch: 2/30, loss: 2.2871, acc: 0.2561
(TRAINING) task: 5, epoch: 2/30, loss: 2.2870, acc: 0.2563
(TRAINING) task: 5, epoch: 2/30, loss: 2.2869, acc: 0.2574
(TRAINING) task: 5, epoch: 2/30, loss: 2.2867, acc: 0.2594
(TRAINING) task: 5, epoch: 2/30, loss: 2.2867, acc: 0.2582
(TRAINING) task: 5, epoch: 2/30, loss: 2.2865, acc: 0.2607
(TRAINING) task: 5, epoch: 2/30, loss: 2.2861, acc: 0.2659
(TRAINING) task: 5, epoch: 2/30, loss: 2.2858, acc: 0.2715
(TRAINING) task: 5, epoch: 2/30, loss: 2.2854, acc: 0.2779
(TRAINING) task: 5, epoch: 2/30, loss: 2.2853, acc: 0.2810
(TRAINING) task: 5, epoch: 2/30, loss: 2.2850, acc: 0.2833
(TRAINING) task: 5, epoch: 2/30, loss: 2.2847, acc: 0.2867
(TRAINING) task: 5, epoch: 2/30, loss: 2.2845, acc: 0.2897
(TRAINING) task: 5, epoch: 2/30, loss: 2.2844, acc: 0.2899
(TESTING) task: 5, epoch: 2/30, loss: 2.2811, acc: 0.3750
(TESTING) task: 5, epoch: 2/30, loss: 2.2795, acc: 0.3125
(TESTING) task: 5, epoch: 2/30, loss: 2.2817, acc: 0.3333
(TESTING) task: 5, epoch: 2/30, loss: 2.2795, acc: 0.3594
(TESTING) task: 5, epoch: 2/30, loss: 2.2786, acc: 0.4125
(TESTING) task: 5, epoch: 2/30, loss: 2.2798, acc: 0.3958
(TESTING) task: 5, epoch: 2/30, loss: 2.2818, acc: 0.3661
(TESTING) task: 5, epoch: 2/30, loss: 2.2792, acc: 0.3984
(TESTING) task: 5, epoch: 2/30, loss: 2.2794, acc: 0.3889
(TESTING) task: 5, epoch: 2/30, loss: 2.2798, acc: 0.3812
(TESTING) task: 5, epoch: 2/30, loss: 2.2803, acc: 0.3693
(TESTING) task: 5, epoch: 2/30, loss: 2.2796, acc: 0.3750
(TESTING) task: 5, epoch: 2/30, loss: 2.2782, acc: 0.3990
(TESTING) task: 5, epoch: 2/30, loss: 2.2780, acc: 0.3884
(TESTING) task: 5, epoch: 2/30, loss: 2.2779, acc: 0.3875
(TESTING) task: 5, epoch: 2/30, loss: 2.2786, acc: 0.3789
(TESTING) task: 5, epoch: 2/30, loss: 2.2787, acc: 0.3676
(TESTING) task: 5, epoch: 2/30, loss: 2.2791, acc: 0.3576
(TESTING) task: 5, epoch: 2/30, loss: 2.2786, acc: 0.3553
(TESTING) task: 5, epoch: 2/30, loss: 2.2789, acc: 0.3594
(TESTING) task: 5, epoch: 2/30, loss: 2.2791, acc: 0.3631
(TESTING) task: 5, epoch: 2/30, loss: 2.2791, acc: 0.3636
(TESTING) task: 5, epoch: 2/30, loss: 2.2797, acc: 0.3587
(TESTING) task: 5, epoch: 2/30, loss: 2.2795, acc: 0.3620
(TESTING) task: 5, epoch: 2/30, loss: 2.2796, acc: 0.3575
(TESTING) task: 5, epoch: 2/30, loss: 2.2794, acc: 0.3606
(TESTING) task: 5, epoch: 2/30, loss: 2.2800, acc: 0.3519
(TESTING) task: 5, epoch: 2/30, loss: 2.2801, acc: 0.3504
(TESTING) task: 5, epoch: 2/30, loss: 2.2799, acc: 0.3556
(TESTING) task: 5, epoch: 2/30, loss: 2.2802, acc: 0.3500
(TESTING) task: 5, epoch: 2/30, loss: 2.2805, acc: 0.3448
(TESTING) task: 5, epoch: 2/30, loss: 2.2805, acc: 0.3477
(TESTING) task: 5, epoch: 2/30, loss: 2.2805, acc: 0.3504
(TESTING) task: 5, epoch: 2/30, loss: 2.2803, acc: 0.3493
(TESTING) task: 5, epoch: 2/30, loss: 2.2804, acc: 0.3482
(TESTING) task: 5, epoch: 2/30, loss: 2.2805, acc: 0.3472
(TESTING) task: 5, epoch: 2/30, loss: 2.2803, acc: 0.3480
(TESTING) task: 5, epoch: 2/30, loss: 2.2801, acc: 0.3520
(TESTING) task: 5, epoch: 2/30, loss: 2.2801, acc: 0.3526
(TESTING) task: 5, epoch: 2/30, loss: 2.2800, acc: 0.3500
(TESTING) task: 5, epoch: 2/30, loss: 2.2798, acc: 0.3506
(TESTING) task: 5, epoch: 2/30, loss: 2.2798, acc: 0.3512
(TESTING) task: 5, epoch: 2/30, loss: 2.2796, acc: 0.3532
(TESTING) task: 5, epoch: 2/30, loss: 2.2795, acc: 0.3523
(TESTING) task: 5, epoch: 2/30, loss: 2.2796, acc: 0.3528
(TESTING) task: 5, epoch: 2/30, loss: 2.2794, acc: 0.3546
(TESTING) task: 5, epoch: 2/30, loss: 2.2793, acc: 0.3537
(TESTING) task: 5, epoch: 2/30, loss: 2.2795, acc: 0.3503
(TESTING) task: 5, epoch: 2/30, loss: 2.2797, acc: 0.3508
(TESTING) task: 5, epoch: 2/30, loss: 2.2797, acc: 0.3525
(TESTING) task: 5, epoch: 2/30, loss: 2.2797, acc: 0.3517
(TESTING) task: 5, epoch: 2/30, loss: 2.2796, acc: 0.3534
(TESTING) task: 5, epoch: 2/30, loss: 2.2795, acc: 0.3538
(TESTING) task: 5, epoch: 2/30, loss: 2.2796, acc: 0.3519
(TESTING) task: 5, epoch: 2/30, loss: 2.2793, acc: 0.3545
(TESTING) task: 5, epoch: 2/30, loss: 2.2793, acc: 0.3538
(TESTING) task: 5, epoch: 2/30, loss: 2.2793, acc: 0.3531
(TESTING) task: 5, epoch: 2/30, loss: 2.2793, acc: 0.3545
(TESTING) task: 5, epoch: 2/30, loss: 2.2792, acc: 0.3559
(TESTING) task: 5, epoch: 2/30, loss: 2.2792, acc: 0.3573
(TESTING) task: 5, epoch: 2/30, loss: 2.2793, acc: 0.3535
(TESTING) task: 5, epoch: 2/30, loss: 2.2792, acc: 0.3538
(TESTING) task: 5, epoch: 2/30, loss: 2.2791, acc: 0.3562
(TRAINING) task: 5, epoch: 3/30, loss: 2.2799, acc: 0.3398
(TRAINING) task: 5, epoch: 3/30, loss: 2.2786, acc: 0.3613
(TRAINING) task: 5, epoch: 3/30, loss: 2.2788, acc: 0.3581
(TRAINING) task: 5, epoch: 3/30, loss: 2.2781, acc: 0.3691
(TRAINING) task: 5, epoch: 3/30, loss: 2.2774, acc: 0.3750
(TRAINING) task: 5, epoch: 3/30, loss: 2.2772, acc: 0.3789
(TRAINING) task: 5, epoch: 3/30, loss: 2.2771, acc: 0.3789
(TRAINING) task: 5, epoch: 3/30, loss: 2.2767, acc: 0.3809
(TRAINING) task: 5, epoch: 3/30, loss: 2.2759, acc: 0.3863
(TRAINING) task: 5, epoch: 3/30, loss: 2.2755, acc: 0.3914
(TRAINING) task: 5, epoch: 3/30, loss: 2.2749, acc: 0.3967
(TRAINING) task: 5, epoch: 3/30, loss: 2.2745, acc: 0.4017
(TRAINING) task: 5, epoch: 3/30, loss: 2.2744, acc: 0.4008
(TRAINING) task: 5, epoch: 3/30, loss: 2.2739, acc: 0.4046
(TRAINING) task: 5, epoch: 3/30, loss: 2.2736, acc: 0.4060
(TRAINING) task: 5, epoch: 3/30, loss: 2.2732, acc: 0.4111
(TRAINING) task: 5, epoch: 3/30, loss: 2.2730, acc: 0.4127
(TRAINING) task: 5, epoch: 3/30, loss: 2.2728, acc: 0.4147
(TRAINING) task: 5, epoch: 3/30, loss: 2.2723, acc: 0.4186
(TRAINING) task: 5, epoch: 3/30, loss: 2.2719, acc: 0.4208
(TESTING) task: 5, epoch: 3/30, loss: 2.2562, acc: 0.6875
(TESTING) task: 5, epoch: 3/30, loss: 2.2611, acc: 0.5625
(TESTING) task: 5, epoch: 3/30, loss: 2.2623, acc: 0.5833
(TESTING) task: 5, epoch: 3/30, loss: 2.2612, acc: 0.5938
(TESTING) task: 5, epoch: 3/30, loss: 2.2636, acc: 0.5375
(TESTING) task: 5, epoch: 3/30, loss: 2.2615, acc: 0.5521
(TESTING) task: 5, epoch: 3/30, loss: 2.2625, acc: 0.5536
(TESTING) task: 5, epoch: 3/30, loss: 2.2617, acc: 0.5625
(TESTING) task: 5, epoch: 3/30, loss: 2.2619, acc: 0.5625
(TESTING) task: 5, epoch: 3/30, loss: 2.2620, acc: 0.5687
(TESTING) task: 5, epoch: 3/30, loss: 2.2616, acc: 0.5682
(TESTING) task: 5, epoch: 3/30, loss: 2.2611, acc: 0.5729
(TESTING) task: 5, epoch: 3/30, loss: 2.2616, acc: 0.5625
(TESTING) task: 5, epoch: 3/30, loss: 2.2616, acc: 0.5536
(TESTING) task: 5, epoch: 3/30, loss: 2.2621, acc: 0.5500
(TESTING) task: 5, epoch: 3/30, loss: 2.2624, acc: 0.5508
(TESTING) task: 5, epoch: 3/30, loss: 2.2628, acc: 0.5478
(TESTING) task: 5, epoch: 3/30, loss: 2.2623, acc: 0.5521
(TESTING) task: 5, epoch: 3/30, loss: 2.2624, acc: 0.5559
(TESTING) task: 5, epoch: 3/30, loss: 2.2625, acc: 0.5469
(TESTING) task: 5, epoch: 3/30, loss: 2.2627, acc: 0.5506
(TESTING) task: 5, epoch: 3/30, loss: 2.2627, acc: 0.5540
(TESTING) task: 5, epoch: 3/30, loss: 2.2623, acc: 0.5598
(TESTING) task: 5, epoch: 3/30, loss: 2.2629, acc: 0.5547
(TESTING) task: 5, epoch: 3/30, loss: 2.2632, acc: 0.5425
(TESTING) task: 5, epoch: 3/30, loss: 2.2633, acc: 0.5409
(TESTING) task: 5, epoch: 3/30, loss: 2.2635, acc: 0.5440
(TESTING) task: 5, epoch: 3/30, loss: 2.2635, acc: 0.5424
(TESTING) task: 5, epoch: 3/30, loss: 2.2635, acc: 0.5409
(TESTING) task: 5, epoch: 3/30, loss: 2.2634, acc: 0.5417
(TESTING) task: 5, epoch: 3/30, loss: 2.2633, acc: 0.5403
(TESTING) task: 5, epoch: 3/30, loss: 2.2639, acc: 0.5332
(TESTING) task: 5, epoch: 3/30, loss: 2.2643, acc: 0.5265
(TESTING) task: 5, epoch: 3/30, loss: 2.2644, acc: 0.5257
(TESTING) task: 5, epoch: 3/30, loss: 2.2642, acc: 0.5268
(TESTING) task: 5, epoch: 3/30, loss: 2.2641, acc: 0.5243
(TESTING) task: 5, epoch: 3/30, loss: 2.2640, acc: 0.5287
(TESTING) task: 5, epoch: 3/30, loss: 2.2643, acc: 0.5263
(TESTING) task: 5, epoch: 3/30, loss: 2.2638, acc: 0.5288
(TESTING) task: 5, epoch: 3/30, loss: 2.2636, acc: 0.5328
(TESTING) task: 5, epoch: 3/30, loss: 2.2642, acc: 0.5259
(TESTING) task: 5, epoch: 3/30, loss: 2.2639, acc: 0.5253
(TESTING) task: 5, epoch: 3/30, loss: 2.2641, acc: 0.5203
(TESTING) task: 5, epoch: 3/30, loss: 2.2641, acc: 0.5199
(TESTING) task: 5, epoch: 3/30, loss: 2.2645, acc: 0.5181
(TESTING) task: 5, epoch: 3/30, loss: 2.2645, acc: 0.5177
(TESTING) task: 5, epoch: 3/30, loss: 2.2643, acc: 0.5213
(TESTING) task: 5, epoch: 3/30, loss: 2.2646, acc: 0.5156
(TESTING) task: 5, epoch: 3/30, loss: 2.2644, acc: 0.5166
(TESTING) task: 5, epoch: 3/30, loss: 2.2646, acc: 0.5138
(TESTING) task: 5, epoch: 3/30, loss: 2.2648, acc: 0.5123
(TESTING) task: 5, epoch: 3/30, loss: 2.2651, acc: 0.5084
(TESTING) task: 5, epoch: 3/30, loss: 2.2652, acc: 0.5059
(TESTING) task: 5, epoch: 3/30, loss: 2.2655, acc: 0.5023
(TESTING) task: 5, epoch: 3/30, loss: 2.2656, acc: 0.5000
(TESTING) task: 5, epoch: 3/30, loss: 2.2656, acc: 0.5000
(TESTING) task: 5, epoch: 3/30, loss: 2.2656, acc: 0.4989
(TESTING) task: 5, epoch: 3/30, loss: 2.2656, acc: 0.4989
(TESTING) task: 5, epoch: 3/30, loss: 2.2654, acc: 0.5011
(TESTING) task: 5, epoch: 3/30, loss: 2.2656, acc: 0.5010
(TESTING) task: 5, epoch: 3/30, loss: 2.2657, acc: 0.5010
(TESTING) task: 5, epoch: 3/30, loss: 2.2655, acc: 0.5030
(TESTING) task: 5, epoch: 3/30, loss: 2.2655, acc: 0.5030
(TRAINING) task: 5, epoch: 4/30, loss: 2.2649, acc: 0.5117
(TRAINING) task: 5, epoch: 4/30, loss: 2.2622, acc: 0.5117
(TRAINING) task: 5, epoch: 4/30, loss: 2.2625, acc: 0.5143
(TRAINING) task: 5, epoch: 4/30, loss: 2.2617, acc: 0.5186
(TRAINING) task: 5, epoch: 4/30, loss: 2.2627, acc: 0.5000
(TRAINING) task: 5, epoch: 4/30, loss: 2.2627, acc: 0.4915
(TRAINING) task: 5, epoch: 4/30, loss: 2.2627, acc: 0.4894
(TRAINING) task: 5, epoch: 4/30, loss: 2.2620, acc: 0.4971
(TRAINING) task: 5, epoch: 4/30, loss: 2.2612, acc: 0.5052
(TRAINING) task: 5, epoch: 4/30, loss: 2.2608, acc: 0.5105
(TRAINING) task: 5, epoch: 4/30, loss: 2.2602, acc: 0.5153
(TRAINING) task: 5, epoch: 4/30, loss: 2.2597, acc: 0.5192
(TRAINING) task: 5, epoch: 4/30, loss: 2.2591, acc: 0.5255
(TRAINING) task: 5, epoch: 4/30, loss: 2.2588, acc: 0.5287
(TRAINING) task: 5, epoch: 4/30, loss: 2.2587, acc: 0.5299
(TRAINING) task: 5, epoch: 4/30, loss: 2.2582, acc: 0.5332
(TRAINING) task: 5, epoch: 4/30, loss: 2.2581, acc: 0.5356
(TRAINING) task: 5, epoch: 4/30, loss: 2.2578, acc: 0.5408
(TRAINING) task: 5, epoch: 4/30, loss: 2.2575, acc: 0.5419
(TRAINING) task: 5, epoch: 4/30, loss: 2.2572, acc: 0.5457
(TESTING) task: 5, epoch: 4/30, loss: 2.2434, acc: 0.8125
(TESTING) task: 5, epoch: 4/30, loss: 2.2513, acc: 0.7188
(TESTING) task: 5, epoch: 4/30, loss: 2.2512, acc: 0.6458
(TESTING) task: 5, epoch: 4/30, loss: 2.2531, acc: 0.6094
(TESTING) task: 5, epoch: 4/30, loss: 2.2530, acc: 0.6250
(TESTING) task: 5, epoch: 4/30, loss: 2.2538, acc: 0.5729
(TESTING) task: 5, epoch: 4/30, loss: 2.2521, acc: 0.5804
(TESTING) task: 5, epoch: 4/30, loss: 2.2515, acc: 0.5859
(TESTING) task: 5, epoch: 4/30, loss: 2.2510, acc: 0.6042
(TESTING) task: 5, epoch: 4/30, loss: 2.2500, acc: 0.6062
(TESTING) task: 5, epoch: 4/30, loss: 2.2513, acc: 0.6023
(TESTING) task: 5, epoch: 4/30, loss: 2.2519, acc: 0.5938
(TESTING) task: 5, epoch: 4/30, loss: 2.2505, acc: 0.6058
(TESTING) task: 5, epoch: 4/30, loss: 2.2507, acc: 0.6027
(TESTING) task: 5, epoch: 4/30, loss: 2.2512, acc: 0.5958
(TESTING) task: 5, epoch: 4/30, loss: 2.2511, acc: 0.6016
(TESTING) task: 5, epoch: 4/30, loss: 2.2511, acc: 0.5993
(TESTING) task: 5, epoch: 4/30, loss: 2.2516, acc: 0.6007
(TESTING) task: 5, epoch: 4/30, loss: 2.2520, acc: 0.5921
(TESTING) task: 5, epoch: 4/30, loss: 2.2522, acc: 0.5875
(TESTING) task: 5, epoch: 4/30, loss: 2.2523, acc: 0.5863
(TESTING) task: 5, epoch: 4/30, loss: 2.2519, acc: 0.5881
(TESTING) task: 5, epoch: 4/30, loss: 2.2518, acc: 0.5870
(TESTING) task: 5, epoch: 4/30, loss: 2.2522, acc: 0.5807
(TESTING) task: 5, epoch: 4/30, loss: 2.2516, acc: 0.5850
(TESTING) task: 5, epoch: 4/30, loss: 2.2515, acc: 0.5865
(TESTING) task: 5, epoch: 4/30, loss: 2.2517, acc: 0.5833
(TESTING) task: 5, epoch: 4/30, loss: 2.2516, acc: 0.5871
(TESTING) task: 5, epoch: 4/30, loss: 2.2518, acc: 0.5841
(TESTING) task: 5, epoch: 4/30, loss: 2.2521, acc: 0.5792
(TESTING) task: 5, epoch: 4/30, loss: 2.2522, acc: 0.5766
(TESTING) task: 5, epoch: 4/30, loss: 2.2523, acc: 0.5742
(TESTING) task: 5, epoch: 4/30, loss: 2.2523, acc: 0.5777
(TESTING) task: 5, epoch: 4/30, loss: 2.2519, acc: 0.5772
(TESTING) task: 5, epoch: 4/30, loss: 2.2521, acc: 0.5750
(TESTING) task: 5, epoch: 4/30, loss: 2.2521, acc: 0.5712
(TESTING) task: 5, epoch: 4/30, loss: 2.2524, acc: 0.5693
(TESTING) task: 5, epoch: 4/30, loss: 2.2524, acc: 0.5724
(TESTING) task: 5, epoch: 4/30, loss: 2.2522, acc: 0.5721
(TESTING) task: 5, epoch: 4/30, loss: 2.2519, acc: 0.5766
(TESTING) task: 5, epoch: 4/30, loss: 2.2514, acc: 0.5823
(TESTING) task: 5, epoch: 4/30, loss: 2.2511, acc: 0.5848
(TESTING) task: 5, epoch: 4/30, loss: 2.2511, acc: 0.5828
(TESTING) task: 5, epoch: 4/30, loss: 2.2510, acc: 0.5824
(TESTING) task: 5, epoch: 4/30, loss: 2.2510, acc: 0.5861
(TESTING) task: 5, epoch: 4/30, loss: 2.2509, acc: 0.5856
(TESTING) task: 5, epoch: 4/30, loss: 2.2507, acc: 0.5851
(TESTING) task: 5, epoch: 4/30, loss: 2.2506, acc: 0.5885
(TESTING) task: 5, epoch: 4/30, loss: 2.2505, acc: 0.5918
(TESTING) task: 5, epoch: 4/30, loss: 2.2504, acc: 0.5938
(TESTING) task: 5, epoch: 4/30, loss: 2.2503, acc: 0.5993
(TESTING) task: 5, epoch: 4/30, loss: 2.2499, acc: 0.6022
(TESTING) task: 5, epoch: 4/30, loss: 2.2500, acc: 0.6014
(TESTING) task: 5, epoch: 4/30, loss: 2.2500, acc: 0.6007
(TESTING) task: 5, epoch: 4/30, loss: 2.2500, acc: 0.6034
(TESTING) task: 5, epoch: 4/30, loss: 2.2499, acc: 0.6049
(TESTING) task: 5, epoch: 4/30, loss: 2.2499, acc: 0.6053
(TESTING) task: 5, epoch: 4/30, loss: 2.2497, acc: 0.6078
(TESTING) task: 5, epoch: 4/30, loss: 2.2499, acc: 0.6070
(TESTING) task: 5, epoch: 4/30, loss: 2.2499, acc: 0.6062
(TESTING) task: 5, epoch: 4/30, loss: 2.2496, acc: 0.6086
(TESTING) task: 5, epoch: 4/30, loss: 2.2498, acc: 0.6058
(TESTING) task: 5, epoch: 4/30, loss: 2.2498, acc: 0.6042
(TRAINING) task: 5, epoch: 5/30, loss: 2.2529, acc: 0.5703
(TRAINING) task: 5, epoch: 5/30, loss: 2.2501, acc: 0.6035
(TRAINING) task: 5, epoch: 5/30, loss: 2.2499, acc: 0.6003
(TRAINING) task: 5, epoch: 5/30, loss: 2.2486, acc: 0.6182
(TRAINING) task: 5, epoch: 5/30, loss: 2.2480, acc: 0.6117
(TRAINING) task: 5, epoch: 5/30, loss: 2.2482, acc: 0.6087
(TRAINING) task: 5, epoch: 5/30, loss: 2.2474, acc: 0.6166
(TRAINING) task: 5, epoch: 5/30, loss: 2.2467, acc: 0.6177
(TRAINING) task: 5, epoch: 5/30, loss: 2.2458, acc: 0.6263
(TRAINING) task: 5, epoch: 5/30, loss: 2.2446, acc: 0.6344
(TRAINING) task: 5, epoch: 5/30, loss: 2.2442, acc: 0.6385
(TRAINING) task: 5, epoch: 5/30, loss: 2.2433, acc: 0.6475
(TRAINING) task: 5, epoch: 5/30, loss: 2.2426, acc: 0.6493
(TRAINING) task: 5, epoch: 5/30, loss: 2.2420, acc: 0.6521
(TRAINING) task: 5, epoch: 5/30, loss: 2.2417, acc: 0.6547
(TRAINING) task: 5, epoch: 5/30, loss: 2.2414, acc: 0.6543
(TRAINING) task: 5, epoch: 5/30, loss: 2.2412, acc: 0.6560
(TRAINING) task: 5, epoch: 5/30, loss: 2.2410, acc: 0.6558
(TRAINING) task: 5, epoch: 5/30, loss: 2.2409, acc: 0.6562
(TRAINING) task: 5, epoch: 5/30, loss: 2.2407, acc: 0.6532
(TESTING) task: 5, epoch: 5/30, loss: 2.2389, acc: 0.6875
(TESTING) task: 5, epoch: 5/30, loss: 2.2321, acc: 0.7500
(TESTING) task: 5, epoch: 5/30, loss: 2.2348, acc: 0.7292
(TESTING) task: 5, epoch: 5/30, loss: 2.2342, acc: 0.7656
(TESTING) task: 5, epoch: 5/30, loss: 2.2359, acc: 0.7250
(TESTING) task: 5, epoch: 5/30, loss: 2.2302, acc: 0.7500
(TESTING) task: 5, epoch: 5/30, loss: 2.2307, acc: 0.7500
(TESTING) task: 5, epoch: 5/30, loss: 2.2329, acc: 0.7188
(TESTING) task: 5, epoch: 5/30, loss: 2.2329, acc: 0.7292
(TESTING) task: 5, epoch: 5/30, loss: 2.2324, acc: 0.7188
(TESTING) task: 5, epoch: 5/30, loss: 2.2327, acc: 0.7273
(TESTING) task: 5, epoch: 5/30, loss: 2.2337, acc: 0.7240
(TESTING) task: 5, epoch: 5/30, loss: 2.2354, acc: 0.7019
(TESTING) task: 5, epoch: 5/30, loss: 2.2359, acc: 0.6875
(TESTING) task: 5, epoch: 5/30, loss: 2.2367, acc: 0.6667
(TESTING) task: 5, epoch: 5/30, loss: 2.2358, acc: 0.6719
(TESTING) task: 5, epoch: 5/30, loss: 2.2344, acc: 0.6801
(TESTING) task: 5, epoch: 5/30, loss: 2.2353, acc: 0.6736
(TESTING) task: 5, epoch: 5/30, loss: 2.2348, acc: 0.6678
(TESTING) task: 5, epoch: 5/30, loss: 2.2353, acc: 0.6687
(TESTING) task: 5, epoch: 5/30, loss: 2.2351, acc: 0.6726
(TESTING) task: 5, epoch: 5/30, loss: 2.2349, acc: 0.6761
(TESTING) task: 5, epoch: 5/30, loss: 2.2348, acc: 0.6766
(TESTING) task: 5, epoch: 5/30, loss: 2.2342, acc: 0.6875
(TESTING) task: 5, epoch: 5/30, loss: 2.2347, acc: 0.6800
(TESTING) task: 5, epoch: 5/30, loss: 2.2352, acc: 0.6707
(TESTING) task: 5, epoch: 5/30, loss: 2.2358, acc: 0.6713
(TESTING) task: 5, epoch: 5/30, loss: 2.2357, acc: 0.6696
(TESTING) task: 5, epoch: 5/30, loss: 2.2361, acc: 0.6638
(TESTING) task: 5, epoch: 5/30, loss: 2.2359, acc: 0.6625
(TESTING) task: 5, epoch: 5/30, loss: 2.2358, acc: 0.6653
(TESTING) task: 5, epoch: 5/30, loss: 2.2354, acc: 0.6680
(TESTING) task: 5, epoch: 5/30, loss: 2.2353, acc: 0.6648
(TESTING) task: 5, epoch: 5/30, loss: 2.2354, acc: 0.6636
(TESTING) task: 5, epoch: 5/30, loss: 2.2351, acc: 0.6661
(TESTING) task: 5, epoch: 5/30, loss: 2.2351, acc: 0.6667
(TESTING) task: 5, epoch: 5/30, loss: 2.2345, acc: 0.6706
(TESTING) task: 5, epoch: 5/30, loss: 2.2343, acc: 0.6711
(TESTING) task: 5, epoch: 5/30, loss: 2.2345, acc: 0.6699
(TESTING) task: 5, epoch: 5/30, loss: 2.2349, acc: 0.6687
(TESTING) task: 5, epoch: 5/30, loss: 2.2343, acc: 0.6738
(TESTING) task: 5, epoch: 5/30, loss: 2.2345, acc: 0.6696
(TESTING) task: 5, epoch: 5/30, loss: 2.2344, acc: 0.6730
(TESTING) task: 5, epoch: 5/30, loss: 2.2342, acc: 0.6747
(TESTING) task: 5, epoch: 5/30, loss: 2.2337, acc: 0.6764
(TESTING) task: 5, epoch: 5/30, loss: 2.2335, acc: 0.6793
(TESTING) task: 5, epoch: 5/30, loss: 2.2336, acc: 0.6795
(TESTING) task: 5, epoch: 5/30, loss: 2.2337, acc: 0.6784
(TESTING) task: 5, epoch: 5/30, loss: 2.2339, acc: 0.6760
(TESTING) task: 5, epoch: 5/30, loss: 2.2333, acc: 0.6787
(TESTING) task: 5, epoch: 5/30, loss: 2.2331, acc: 0.6814
(TESTING) task: 5, epoch: 5/30, loss: 2.2329, acc: 0.6839
(TESTING) task: 5, epoch: 5/30, loss: 2.2327, acc: 0.6840
(TESTING) task: 5, epoch: 5/30, loss: 2.2327, acc: 0.6863
(TESTING) task: 5, epoch: 5/30, loss: 2.2331, acc: 0.6852
(TESTING) task: 5, epoch: 5/30, loss: 2.2329, acc: 0.6864
(TESTING) task: 5, epoch: 5/30, loss: 2.2327, acc: 0.6853
(TESTING) task: 5, epoch: 5/30, loss: 2.2327, acc: 0.6853
(TESTING) task: 5, epoch: 5/30, loss: 2.2329, acc: 0.6801
(TESTING) task: 5, epoch: 5/30, loss: 2.2329, acc: 0.6823
(TESTING) task: 5, epoch: 5/30, loss: 2.2329, acc: 0.6824
(TESTING) task: 5, epoch: 5/30, loss: 2.2327, acc: 0.6825
(TESTING) task: 5, epoch: 5/30, loss: 2.2325, acc: 0.6835
(TRAINING) task: 5, epoch: 6/30, loss: 2.2343, acc: 0.7031
(TRAINING) task: 5, epoch: 6/30, loss: 2.2316, acc: 0.7207
(TRAINING) task: 5, epoch: 6/30, loss: 2.2290, acc: 0.7188
(TRAINING) task: 5, epoch: 6/30, loss: 2.2298, acc: 0.7178
(TRAINING) task: 5, epoch: 6/30, loss: 2.2292, acc: 0.7180
(TRAINING) task: 5, epoch: 6/30, loss: 2.2294, acc: 0.7090
(TRAINING) task: 5, epoch: 6/30, loss: 2.2290, acc: 0.7132
(TRAINING) task: 5, epoch: 6/30, loss: 2.2290, acc: 0.7109
(TRAINING) task: 5, epoch: 6/30, loss: 2.2279, acc: 0.7157
(TRAINING) task: 5, epoch: 6/30, loss: 2.2271, acc: 0.7195
(TRAINING) task: 5, epoch: 6/30, loss: 2.2268, acc: 0.7230
(TRAINING) task: 5, epoch: 6/30, loss: 2.2266, acc: 0.7184
(TRAINING) task: 5, epoch: 6/30, loss: 2.2262, acc: 0.7191
(TRAINING) task: 5, epoch: 6/30, loss: 2.2252, acc: 0.7243
(TRAINING) task: 5, epoch: 6/30, loss: 2.2247, acc: 0.7250
(TRAINING) task: 5, epoch: 6/30, loss: 2.2242, acc: 0.7261
(TRAINING) task: 5, epoch: 6/30, loss: 2.2240, acc: 0.7247
(TRAINING) task: 5, epoch: 6/30, loss: 2.2233, acc: 0.7261
(TRAINING) task: 5, epoch: 6/30, loss: 2.2228, acc: 0.7278
(TRAINING) task: 5, epoch: 6/30, loss: 2.2226, acc: 0.7263
(TESTING) task: 5, epoch: 6/30, loss: 2.2322, acc: 0.6875
(TESTING) task: 5, epoch: 6/30, loss: 2.2288, acc: 0.6875
(TESTING) task: 5, epoch: 6/30, loss: 2.2248, acc: 0.6875
(TESTING) task: 5, epoch: 6/30, loss: 2.2243, acc: 0.7031
(TESTING) task: 5, epoch: 6/30, loss: 2.2224, acc: 0.7000
(TESTING) task: 5, epoch: 6/30, loss: 2.2207, acc: 0.7188
(TESTING) task: 5, epoch: 6/30, loss: 2.2190, acc: 0.7143
(TESTING) task: 5, epoch: 6/30, loss: 2.2225, acc: 0.6719
(TESTING) task: 5, epoch: 6/30, loss: 2.2216, acc: 0.6597
(TESTING) task: 5, epoch: 6/30, loss: 2.2222, acc: 0.6500
(TESTING) task: 5, epoch: 6/30, loss: 2.2201, acc: 0.6648
(TESTING) task: 5, epoch: 6/30, loss: 2.2169, acc: 0.6823
(TESTING) task: 5, epoch: 6/30, loss: 2.2157, acc: 0.6827
(TESTING) task: 5, epoch: 6/30, loss: 2.2158, acc: 0.6875
(TESTING) task: 5, epoch: 6/30, loss: 2.2152, acc: 0.7000
(TESTING) task: 5, epoch: 6/30, loss: 2.2144, acc: 0.7148
(TESTING) task: 5, epoch: 6/30, loss: 2.2133, acc: 0.7169
(TESTING) task: 5, epoch: 6/30, loss: 2.2129, acc: 0.7257
(TESTING) task: 5, epoch: 6/30, loss: 2.2129, acc: 0.7336
(TESTING) task: 5, epoch: 6/30, loss: 2.2133, acc: 0.7281
(TESTING) task: 5, epoch: 6/30, loss: 2.2131, acc: 0.7262
(TESTING) task: 5, epoch: 6/30, loss: 2.2135, acc: 0.7301
(TESTING) task: 5, epoch: 6/30, loss: 2.2138, acc: 0.7310
(TESTING) task: 5, epoch: 6/30, loss: 2.2136, acc: 0.7318
(TESTING) task: 5, epoch: 6/30, loss: 2.2126, acc: 0.7375
(TESTING) task: 5, epoch: 6/30, loss: 2.2130, acc: 0.7284
(TESTING) task: 5, epoch: 6/30, loss: 2.2130, acc: 0.7292
(TESTING) task: 5, epoch: 6/30, loss: 2.2130, acc: 0.7277
(TESTING) task: 5, epoch: 6/30, loss: 2.2123, acc: 0.7284
(TESTING) task: 5, epoch: 6/30, loss: 2.2123, acc: 0.7271
(TESTING) task: 5, epoch: 6/30, loss: 2.2126, acc: 0.7278
(TESTING) task: 5, epoch: 6/30, loss: 2.2130, acc: 0.7266
(TESTING) task: 5, epoch: 6/30, loss: 2.2131, acc: 0.7292
(TESTING) task: 5, epoch: 6/30, loss: 2.2135, acc: 0.7279
(TESTING) task: 5, epoch: 6/30, loss: 2.2137, acc: 0.7268
(TESTING) task: 5, epoch: 6/30, loss: 2.2140, acc: 0.7292
(TESTING) task: 5, epoch: 6/30, loss: 2.2147, acc: 0.7264
(TESTING) task: 5, epoch: 6/30, loss: 2.2153, acc: 0.7204
(TESTING) task: 5, epoch: 6/30, loss: 2.2149, acc: 0.7244
(TESTING) task: 5, epoch: 6/30, loss: 2.2151, acc: 0.7219
(TESTING) task: 5, epoch: 6/30, loss: 2.2148, acc: 0.7241
(TESTING) task: 5, epoch: 6/30, loss: 2.2153, acc: 0.7202
(TESTING) task: 5, epoch: 6/30, loss: 2.2151, acc: 0.7195
(TESTING) task: 5, epoch: 6/30, loss: 2.2148, acc: 0.7216
(TESTING) task: 5, epoch: 6/30, loss: 2.2149, acc: 0.7208
(TESTING) task: 5, epoch: 6/30, loss: 2.2143, acc: 0.7255
(TESTING) task: 5, epoch: 6/30, loss: 2.2144, acc: 0.7247
(TESTING) task: 5, epoch: 6/30, loss: 2.2143, acc: 0.7253
(TESTING) task: 5, epoch: 6/30, loss: 2.2137, acc: 0.7296
(TESTING) task: 5, epoch: 6/30, loss: 2.2132, acc: 0.7325
(TESTING) task: 5, epoch: 6/30, loss: 2.2133, acc: 0.7341
(TESTING) task: 5, epoch: 6/30, loss: 2.2133, acc: 0.7332
(TESTING) task: 5, epoch: 6/30, loss: 2.2139, acc: 0.7323
(TESTING) task: 5, epoch: 6/30, loss: 2.2138, acc: 0.7315
(TESTING) task: 5, epoch: 6/30, loss: 2.2136, acc: 0.7318
(TESTING) task: 5, epoch: 6/30, loss: 2.2141, acc: 0.7310
(TESTING) task: 5, epoch: 6/30, loss: 2.2142, acc: 0.7336
(TESTING) task: 5, epoch: 6/30, loss: 2.2145, acc: 0.7306
(TESTING) task: 5, epoch: 6/30, loss: 2.2140, acc: 0.7341
(TESTING) task: 5, epoch: 6/30, loss: 2.2143, acc: 0.7323
(TESTING) task: 5, epoch: 6/30, loss: 2.2141, acc: 0.7305
(TESTING) task: 5, epoch: 6/30, loss: 2.2138, acc: 0.7329
(TESTING) task: 5, epoch: 6/30, loss: 2.2138, acc: 0.7351
(TRAINING) task: 5, epoch: 7/30, loss: 2.2181, acc: 0.6797
(TRAINING) task: 5, epoch: 7/30, loss: 2.2126, acc: 0.7324
(TRAINING) task: 5, epoch: 7/30, loss: 2.2135, acc: 0.7409
(TRAINING) task: 5, epoch: 7/30, loss: 2.2134, acc: 0.7393
(TRAINING) task: 5, epoch: 7/30, loss: 2.2137, acc: 0.7359
(TRAINING) task: 5, epoch: 7/30, loss: 2.2124, acc: 0.7454
(TRAINING) task: 5, epoch: 7/30, loss: 2.2109, acc: 0.7517
(TRAINING) task: 5, epoch: 7/30, loss: 2.2105, acc: 0.7539
(TRAINING) task: 5, epoch: 7/30, loss: 2.2103, acc: 0.7535
(TRAINING) task: 5, epoch: 7/30, loss: 2.2092, acc: 0.7582
(TRAINING) task: 5, epoch: 7/30, loss: 2.2081, acc: 0.7624
(TRAINING) task: 5, epoch: 7/30, loss: 2.2071, acc: 0.7663
(TRAINING) task: 5, epoch: 7/30, loss: 2.2062, acc: 0.7686
(TRAINING) task: 5, epoch: 7/30, loss: 2.2056, acc: 0.7684
(TRAINING) task: 5, epoch: 7/30, loss: 2.2047, acc: 0.7698
(TRAINING) task: 5, epoch: 7/30, loss: 2.2043, acc: 0.7693
(TRAINING) task: 5, epoch: 7/30, loss: 2.2037, acc: 0.7693
(TRAINING) task: 5, epoch: 7/30, loss: 2.2029, acc: 0.7713
(TRAINING) task: 5, epoch: 7/30, loss: 2.2024, acc: 0.7710
(TRAINING) task: 5, epoch: 7/30, loss: 2.2019, acc: 0.7718
(TESTING) task: 5, epoch: 7/30, loss: 2.1861, acc: 0.9375
(TESTING) task: 5, epoch: 7/30, loss: 2.1984, acc: 0.8125
(TESTING) task: 5, epoch: 7/30, loss: 2.1963, acc: 0.7708
(TESTING) task: 5, epoch: 7/30, loss: 2.1962, acc: 0.7812
(TESTING) task: 5, epoch: 7/30, loss: 2.1942, acc: 0.8125
(TESTING) task: 5, epoch: 7/30, loss: 2.1961, acc: 0.8125
(TESTING) task: 5, epoch: 7/30, loss: 2.1911, acc: 0.8214
(TESTING) task: 5, epoch: 7/30, loss: 2.1940, acc: 0.8125
(TESTING) task: 5, epoch: 7/30, loss: 2.1926, acc: 0.8194
(TESTING) task: 5, epoch: 7/30, loss: 2.1921, acc: 0.8250
(TESTING) task: 5, epoch: 7/30, loss: 2.1928, acc: 0.8295
(TESTING) task: 5, epoch: 7/30, loss: 2.1925, acc: 0.8333
(TESTING) task: 5, epoch: 7/30, loss: 2.1907, acc: 0.8317
(TESTING) task: 5, epoch: 7/30, loss: 2.1919, acc: 0.8348
(TESTING) task: 5, epoch: 7/30, loss: 2.1918, acc: 0.8250
(TESTING) task: 5, epoch: 7/30, loss: 2.1930, acc: 0.8203
(TESTING) task: 5, epoch: 7/30, loss: 2.1923, acc: 0.8235
(TESTING) task: 5, epoch: 7/30, loss: 2.1921, acc: 0.8264
(TESTING) task: 5, epoch: 7/30, loss: 2.1913, acc: 0.8158
(TESTING) task: 5, epoch: 7/30, loss: 2.1905, acc: 0.8156
(TESTING) task: 5, epoch: 7/30, loss: 2.1915, acc: 0.8006
(TESTING) task: 5, epoch: 7/30, loss: 2.1910, acc: 0.7983
(TESTING) task: 5, epoch: 7/30, loss: 2.1911, acc: 0.8016
(TESTING) task: 5, epoch: 7/30, loss: 2.1906, acc: 0.7995
(TESTING) task: 5, epoch: 7/30, loss: 2.1911, acc: 0.7925
(TESTING) task: 5, epoch: 7/30, loss: 2.1907, acc: 0.7933
(TESTING) task: 5, epoch: 7/30, loss: 2.1903, acc: 0.7894
(TESTING) task: 5, epoch: 7/30, loss: 2.1903, acc: 0.7879
(TESTING) task: 5, epoch: 7/30, loss: 2.1906, acc: 0.7845
(TESTING) task: 5, epoch: 7/30, loss: 2.1912, acc: 0.7875
(TESTING) task: 5, epoch: 7/30, loss: 2.1910, acc: 0.7883
(TESTING) task: 5, epoch: 7/30, loss: 2.1919, acc: 0.7852
(TESTING) task: 5, epoch: 7/30, loss: 2.1924, acc: 0.7822
(TESTING) task: 5, epoch: 7/30, loss: 2.1919, acc: 0.7831
(TESTING) task: 5, epoch: 7/30, loss: 2.1921, acc: 0.7857
(TESTING) task: 5, epoch: 7/30, loss: 2.1927, acc: 0.7795
(TESTING) task: 5, epoch: 7/30, loss: 2.1930, acc: 0.7770
(TESTING) task: 5, epoch: 7/30, loss: 2.1929, acc: 0.7763
(TESTING) task: 5, epoch: 7/30, loss: 2.1925, acc: 0.7756
(TESTING) task: 5, epoch: 7/30, loss: 2.1931, acc: 0.7719
(TESTING) task: 5, epoch: 7/30, loss: 2.1926, acc: 0.7729
(TESTING) task: 5, epoch: 7/30, loss: 2.1925, acc: 0.7738
(TESTING) task: 5, epoch: 7/30, loss: 2.1923, acc: 0.7718
(TESTING) task: 5, epoch: 7/30, loss: 2.1919, acc: 0.7727
(TESTING) task: 5, epoch: 7/30, loss: 2.1921, acc: 0.7764
(TESTING) task: 5, epoch: 7/30, loss: 2.1927, acc: 0.7745
(TESTING) task: 5, epoch: 7/30, loss: 2.1928, acc: 0.7753
(TESTING) task: 5, epoch: 7/30, loss: 2.1926, acc: 0.7721
(TESTING) task: 5, epoch: 7/30, loss: 2.1919, acc: 0.7742
(TESTING) task: 5, epoch: 7/30, loss: 2.1910, acc: 0.7750
(TESTING) task: 5, epoch: 7/30, loss: 2.1911, acc: 0.7782
(TESTING) task: 5, epoch: 7/30, loss: 2.1916, acc: 0.7776
(TESTING) task: 5, epoch: 7/30, loss: 2.1914, acc: 0.7771
(TESTING) task: 5, epoch: 7/30, loss: 2.1912, acc: 0.7778
(TESTING) task: 5, epoch: 7/30, loss: 2.1911, acc: 0.7784
(TESTING) task: 5, epoch: 7/30, loss: 2.1915, acc: 0.7768
(TESTING) task: 5, epoch: 7/30, loss: 2.1914, acc: 0.7796
(TESTING) task: 5, epoch: 7/30, loss: 2.1912, acc: 0.7812
(TESTING) task: 5, epoch: 7/30, loss: 2.1915, acc: 0.7797
(TESTING) task: 5, epoch: 7/30, loss: 2.1917, acc: 0.7781
(TESTING) task: 5, epoch: 7/30, loss: 2.1919, acc: 0.7756
(TESTING) task: 5, epoch: 7/30, loss: 2.1917, acc: 0.7772
(TESTING) task: 5, epoch: 7/30, loss: 2.1915, acc: 0.7788
(TRAINING) task: 5, epoch: 8/30, loss: 2.1865, acc: 0.8008
(TRAINING) task: 5, epoch: 8/30, loss: 2.1861, acc: 0.7910
(TRAINING) task: 5, epoch: 8/30, loss: 2.1866, acc: 0.7786
(TRAINING) task: 5, epoch: 8/30, loss: 2.1871, acc: 0.7783
(TRAINING) task: 5, epoch: 8/30, loss: 2.1865, acc: 0.7867
(TRAINING) task: 5, epoch: 8/30, loss: 2.1858, acc: 0.7936
(TRAINING) task: 5, epoch: 8/30, loss: 2.1851, acc: 0.7997
(TRAINING) task: 5, epoch: 8/30, loss: 2.1841, acc: 0.8008
(TRAINING) task: 5, epoch: 8/30, loss: 2.1831, acc: 0.8016
(TRAINING) task: 5, epoch: 8/30, loss: 2.1827, acc: 0.8043
(TRAINING) task: 5, epoch: 8/30, loss: 2.1825, acc: 0.8058
(TRAINING) task: 5, epoch: 8/30, loss: 2.1819, acc: 0.8079
(TRAINING) task: 5, epoch: 8/30, loss: 2.1815, acc: 0.8065
(TRAINING) task: 5, epoch: 8/30, loss: 2.1807, acc: 0.8075
(TRAINING) task: 5, epoch: 8/30, loss: 2.1806, acc: 0.8042
(TRAINING) task: 5, epoch: 8/30, loss: 2.1807, acc: 0.8010
(TRAINING) task: 5, epoch: 8/30, loss: 2.1798, acc: 0.8010
(TRAINING) task: 5, epoch: 8/30, loss: 2.1797, acc: 0.7993
(TRAINING) task: 5, epoch: 8/30, loss: 2.1788, acc: 0.7998
(TRAINING) task: 5, epoch: 8/30, loss: 2.1782, acc: 0.8002
(TESTING) task: 5, epoch: 8/30, loss: 2.1725, acc: 0.6250
(TESTING) task: 5, epoch: 8/30, loss: 2.1650, acc: 0.7188
(TESTING) task: 5, epoch: 8/30, loss: 2.1648, acc: 0.7500
(TESTING) task: 5, epoch: 8/30, loss: 2.1561, acc: 0.7969
(TESTING) task: 5, epoch: 8/30, loss: 2.1606, acc: 0.7875
(TESTING) task: 5, epoch: 8/30, loss: 2.1645, acc: 0.8021
(TESTING) task: 5, epoch: 8/30, loss: 2.1634, acc: 0.7946
(TESTING) task: 5, epoch: 8/30, loss: 2.1610, acc: 0.7891
(TESTING) task: 5, epoch: 8/30, loss: 2.1613, acc: 0.8125
(TESTING) task: 5, epoch: 8/30, loss: 2.1600, acc: 0.8187
(TESTING) task: 5, epoch: 8/30, loss: 2.1587, acc: 0.8239
(TESTING) task: 5, epoch: 8/30, loss: 2.1612, acc: 0.8177
(TESTING) task: 5, epoch: 8/30, loss: 2.1604, acc: 0.8269
(TESTING) task: 5, epoch: 8/30, loss: 2.1629, acc: 0.8259
(TESTING) task: 5, epoch: 8/30, loss: 2.1628, acc: 0.8333
(TESTING) task: 5, epoch: 8/30, loss: 2.1632, acc: 0.8242
(TESTING) task: 5, epoch: 8/30, loss: 2.1639, acc: 0.8162
(TESTING) task: 5, epoch: 8/30, loss: 2.1651, acc: 0.8090
(TESTING) task: 5, epoch: 8/30, loss: 2.1642, acc: 0.8158
(TESTING) task: 5, epoch: 8/30, loss: 2.1640, acc: 0.8156
(TESTING) task: 5, epoch: 8/30, loss: 2.1633, acc: 0.8244
(TESTING) task: 5, epoch: 8/30, loss: 2.1627, acc: 0.8324
(TESTING) task: 5, epoch: 8/30, loss: 2.1636, acc: 0.8315
(TESTING) task: 5, epoch: 8/30, loss: 2.1659, acc: 0.8229
(TESTING) task: 5, epoch: 8/30, loss: 2.1647, acc: 0.8275
(TESTING) task: 5, epoch: 8/30, loss: 2.1648, acc: 0.8245
(TESTING) task: 5, epoch: 8/30, loss: 2.1640, acc: 0.8264
(TESTING) task: 5, epoch: 8/30, loss: 2.1643, acc: 0.8259
(TESTING) task: 5, epoch: 8/30, loss: 2.1650, acc: 0.8233
(TESTING) task: 5, epoch: 8/30, loss: 2.1655, acc: 0.8208
(TESTING) task: 5, epoch: 8/30, loss: 2.1647, acc: 0.8206
(TESTING) task: 5, epoch: 8/30, loss: 2.1650, acc: 0.8164
(TESTING) task: 5, epoch: 8/30, loss: 2.1660, acc: 0.8182
(TESTING) task: 5, epoch: 8/30, loss: 2.1662, acc: 0.8199
(TESTING) task: 5, epoch: 8/30, loss: 2.1659, acc: 0.8232
(TESTING) task: 5, epoch: 8/30, loss: 2.1651, acc: 0.8247
(TESTING) task: 5, epoch: 8/30, loss: 2.1661, acc: 0.8193
(TESTING) task: 5, epoch: 8/30, loss: 2.1663, acc: 0.8207
(TESTING) task: 5, epoch: 8/30, loss: 2.1659, acc: 0.8205
(TESTING) task: 5, epoch: 8/30, loss: 2.1665, acc: 0.8187
(TESTING) task: 5, epoch: 8/30, loss: 2.1667, acc: 0.8155
(TESTING) task: 5, epoch: 8/30, loss: 2.1666, acc: 0.8185
(TESTING) task: 5, epoch: 8/30, loss: 2.1664, acc: 0.8183
(TESTING) task: 5, epoch: 8/30, loss: 2.1666, acc: 0.8168
(TESTING) task: 5, epoch: 8/30, loss: 2.1664, acc: 0.8153
(TESTING) task: 5, epoch: 8/30, loss: 2.1670, acc: 0.8125
(TESTING) task: 5, epoch: 8/30, loss: 2.1669, acc: 0.8112
(TESTING) task: 5, epoch: 8/30, loss: 2.1666, acc: 0.8112
(TESTING) task: 5, epoch: 8/30, loss: 2.1676, acc: 0.8074
(TESTING) task: 5, epoch: 8/30, loss: 2.1675, acc: 0.8063
(TESTING) task: 5, epoch: 8/30, loss: 2.1669, acc: 0.8064
(TESTING) task: 5, epoch: 8/30, loss: 2.1668, acc: 0.8077
(TESTING) task: 5, epoch: 8/30, loss: 2.1669, acc: 0.8090
(TESTING) task: 5, epoch: 8/30, loss: 2.1669, acc: 0.8090
(TESTING) task: 5, epoch: 8/30, loss: 2.1672, acc: 0.8068
(TESTING) task: 5, epoch: 8/30, loss: 2.1672, acc: 0.8058
(TESTING) task: 5, epoch: 8/30, loss: 2.1669, acc: 0.8070
(TESTING) task: 5, epoch: 8/30, loss: 2.1669, acc: 0.8071
(TESTING) task: 5, epoch: 8/30, loss: 2.1672, acc: 0.8061
(TESTING) task: 5, epoch: 8/30, loss: 2.1671, acc: 0.8063
(TESTING) task: 5, epoch: 8/30, loss: 2.1673, acc: 0.8053
(TESTING) task: 5, epoch: 8/30, loss: 2.1674, acc: 0.8044
(TESTING) task: 5, epoch: 8/30, loss: 2.1668, acc: 0.8056
(TRAINING) task: 5, epoch: 9/30, loss: 2.1663, acc: 0.8047
(TRAINING) task: 5, epoch: 9/30, loss: 2.1599, acc: 0.8281
(TRAINING) task: 5, epoch: 9/30, loss: 2.1611, acc: 0.8320
(TRAINING) task: 5, epoch: 9/30, loss: 2.1635, acc: 0.8252
(TRAINING) task: 5, epoch: 9/30, loss: 2.1630, acc: 0.8234
(TRAINING) task: 5, epoch: 9/30, loss: 2.1623, acc: 0.8203
(TRAINING) task: 5, epoch: 9/30, loss: 2.1617, acc: 0.8147
(TRAINING) task: 5, epoch: 9/30, loss: 2.1612, acc: 0.8145
(TRAINING) task: 5, epoch: 9/30, loss: 2.1613, acc: 0.8103
(TRAINING) task: 5, epoch: 9/30, loss: 2.1601, acc: 0.8125
(TRAINING) task: 5, epoch: 9/30, loss: 2.1603, acc: 0.8125
(TRAINING) task: 5, epoch: 9/30, loss: 2.1593, acc: 0.8132
(TRAINING) task: 5, epoch: 9/30, loss: 2.1587, acc: 0.8134
(TRAINING) task: 5, epoch: 9/30, loss: 2.1566, acc: 0.8170
(TRAINING) task: 5, epoch: 9/30, loss: 2.1558, acc: 0.8172
(TRAINING) task: 5, epoch: 9/30, loss: 2.1554, acc: 0.8164
(TRAINING) task: 5, epoch: 9/30, loss: 2.1549, acc: 0.8169
(TRAINING) task: 5, epoch: 9/30, loss: 2.1539, acc: 0.8173
(TRAINING) task: 5, epoch: 9/30, loss: 2.1530, acc: 0.8156
(TRAINING) task: 5, epoch: 9/30, loss: 2.1523, acc: 0.8182
(TESTING) task: 5, epoch: 9/30, loss: 2.1915, acc: 0.5625
(TESTING) task: 5, epoch: 9/30, loss: 2.1454, acc: 0.6562
(TESTING) task: 5, epoch: 9/30, loss: 2.1483, acc: 0.7083
(TESTING) task: 5, epoch: 9/30, loss: 2.1480, acc: 0.7344
(TESTING) task: 5, epoch: 9/30, loss: 2.1419, acc: 0.7375
(TESTING) task: 5, epoch: 9/30, loss: 2.1359, acc: 0.7500
(TESTING) task: 5, epoch: 9/30, loss: 2.1416, acc: 0.7411
(TESTING) task: 5, epoch: 9/30, loss: 2.1425, acc: 0.7656
(TESTING) task: 5, epoch: 9/30, loss: 2.1380, acc: 0.7917
(TESTING) task: 5, epoch: 9/30, loss: 2.1371, acc: 0.7937
(TESTING) task: 5, epoch: 9/30, loss: 2.1381, acc: 0.7955
(TESTING) task: 5, epoch: 9/30, loss: 2.1345, acc: 0.8021
(TESTING) task: 5, epoch: 9/30, loss: 2.1377, acc: 0.8077
(TESTING) task: 5, epoch: 9/30, loss: 2.1377, acc: 0.8080
(TESTING) task: 5, epoch: 9/30, loss: 2.1358, acc: 0.8208
(TESTING) task: 5, epoch: 9/30, loss: 2.1391, acc: 0.8086
(TESTING) task: 5, epoch: 9/30, loss: 2.1377, acc: 0.8125
(TESTING) task: 5, epoch: 9/30, loss: 2.1363, acc: 0.8194
(TESTING) task: 5, epoch: 9/30, loss: 2.1374, acc: 0.8125
(TESTING) task: 5, epoch: 9/30, loss: 2.1362, acc: 0.8156
(TESTING) task: 5, epoch: 9/30, loss: 2.1349, acc: 0.8214
(TESTING) task: 5, epoch: 9/30, loss: 2.1371, acc: 0.8153
(TESTING) task: 5, epoch: 9/30, loss: 2.1390, acc: 0.8043
(TESTING) task: 5, epoch: 9/30, loss: 2.1395, acc: 0.8073
(TESTING) task: 5, epoch: 9/30, loss: 2.1401, acc: 0.8025
(TESTING) task: 5, epoch: 9/30, loss: 2.1410, acc: 0.8005
(TESTING) task: 5, epoch: 9/30, loss: 2.1412, acc: 0.8009
(TESTING) task: 5, epoch: 9/30, loss: 2.1429, acc: 0.7969
(TESTING) task: 5, epoch: 9/30, loss: 2.1446, acc: 0.7953
(TESTING) task: 5, epoch: 9/30, loss: 2.1437, acc: 0.7979
(TESTING) task: 5, epoch: 9/30, loss: 2.1441, acc: 0.7944
(TESTING) task: 5, epoch: 9/30, loss: 2.1435, acc: 0.7988
(TESTING) task: 5, epoch: 9/30, loss: 2.1428, acc: 0.8030
(TESTING) task: 5, epoch: 9/30, loss: 2.1427, acc: 0.8015
(TESTING) task: 5, epoch: 9/30, loss: 2.1434, acc: 0.8036
(TESTING) task: 5, epoch: 9/30, loss: 2.1425, acc: 0.8056
(TESTING) task: 5, epoch: 9/30, loss: 2.1417, acc: 0.8024
(TESTING) task: 5, epoch: 9/30, loss: 2.1413, acc: 0.8010
(TESTING) task: 5, epoch: 9/30, loss: 2.1419, acc: 0.7997
(TESTING) task: 5, epoch: 9/30, loss: 2.1418, acc: 0.7984
(TESTING) task: 5, epoch: 9/30, loss: 2.1429, acc: 0.7973
(TESTING) task: 5, epoch: 9/30, loss: 2.1426, acc: 0.7976
(TESTING) task: 5, epoch: 9/30, loss: 2.1424, acc: 0.7980
(TESTING) task: 5, epoch: 9/30, loss: 2.1419, acc: 0.7969
(TESTING) task: 5, epoch: 9/30, loss: 2.1419, acc: 0.8000
(TESTING) task: 5, epoch: 9/30, loss: 2.1413, acc: 0.8003
(TESTING) task: 5, epoch: 9/30, loss: 2.1412, acc: 0.8019
(TESTING) task: 5, epoch: 9/30, loss: 2.1413, acc: 0.8021
(TESTING) task: 5, epoch: 9/30, loss: 2.1412, acc: 0.8061
(TESTING) task: 5, epoch: 9/30, loss: 2.1419, acc: 0.8037
(TESTING) task: 5, epoch: 9/30, loss: 2.1426, acc: 0.8015
(TESTING) task: 5, epoch: 9/30, loss: 2.1419, acc: 0.8053
(TESTING) task: 5, epoch: 9/30, loss: 2.1409, acc: 0.8078
(TESTING) task: 5, epoch: 9/30, loss: 2.1404, acc: 0.8102
(TESTING) task: 5, epoch: 9/30, loss: 2.1406, acc: 0.8102
(TESTING) task: 5, epoch: 9/30, loss: 2.1415, acc: 0.8069
(TESTING) task: 5, epoch: 9/30, loss: 2.1413, acc: 0.8081
(TESTING) task: 5, epoch: 9/30, loss: 2.1417, acc: 0.8050
(TESTING) task: 5, epoch: 9/30, loss: 2.1412, acc: 0.8072
(TESTING) task: 5, epoch: 9/30, loss: 2.1407, acc: 0.8094
(TESTING) task: 5, epoch: 9/30, loss: 2.1405, acc: 0.8105
(TESTING) task: 5, epoch: 9/30, loss: 2.1405, acc: 0.8105
(TESTING) task: 5, epoch: 9/30, loss: 2.1411, acc: 0.8135
(TRAINING) task: 5, epoch: 10/30, loss: 2.1407, acc: 0.8242
(TRAINING) task: 5, epoch: 10/30, loss: 2.1378, acc: 0.8242
(TRAINING) task: 5, epoch: 10/30, loss: 2.1365, acc: 0.8242
(TRAINING) task: 5, epoch: 10/30, loss: 2.1366, acc: 0.8291
(TRAINING) task: 5, epoch: 10/30, loss: 2.1358, acc: 0.8195
(TRAINING) task: 5, epoch: 10/30, loss: 2.1358, acc: 0.8190
(TRAINING) task: 5, epoch: 10/30, loss: 2.1348, acc: 0.8203
(TRAINING) task: 5, epoch: 10/30, loss: 2.1335, acc: 0.8213
(TRAINING) task: 5, epoch: 10/30, loss: 2.1326, acc: 0.8207
(TRAINING) task: 5, epoch: 10/30, loss: 2.1308, acc: 0.8215
(TRAINING) task: 5, epoch: 10/30, loss: 2.1312, acc: 0.8207
(TRAINING) task: 5, epoch: 10/30, loss: 2.1306, acc: 0.8216
(TRAINING) task: 5, epoch: 10/30, loss: 2.1290, acc: 0.8245
(TRAINING) task: 5, epoch: 10/30, loss: 2.1288, acc: 0.8242
(TRAINING) task: 5, epoch: 10/30, loss: 2.1284, acc: 0.8234
(TRAINING) task: 5, epoch: 10/30, loss: 2.1281, acc: 0.8247
(TRAINING) task: 5, epoch: 10/30, loss: 2.1271, acc: 0.8254
(TRAINING) task: 5, epoch: 10/30, loss: 2.1263, acc: 0.8247
(TRAINING) task: 5, epoch: 10/30, loss: 2.1260, acc: 0.8252
(TRAINING) task: 5, epoch: 10/30, loss: 2.1249, acc: 0.8263
(TESTING) task: 5, epoch: 10/30, loss: 2.1357, acc: 0.8750
(TESTING) task: 5, epoch: 10/30, loss: 2.1392, acc: 0.9062
(TESTING) task: 5, epoch: 10/30, loss: 2.1286, acc: 0.8750
(TESTING) task: 5, epoch: 10/30, loss: 2.1204, acc: 0.8750
(TESTING) task: 5, epoch: 10/30, loss: 2.1194, acc: 0.8625
(TESTING) task: 5, epoch: 10/30, loss: 2.1208, acc: 0.8542
(TESTING) task: 5, epoch: 10/30, loss: 2.1153, acc: 0.8661
(TESTING) task: 5, epoch: 10/30, loss: 2.1192, acc: 0.8516
(TESTING) task: 5, epoch: 10/30, loss: 2.1157, acc: 0.8611
(TESTING) task: 5, epoch: 10/30, loss: 2.1122, acc: 0.8750
(TESTING) task: 5, epoch: 10/30, loss: 2.1084, acc: 0.8693
(TESTING) task: 5, epoch: 10/30, loss: 2.1119, acc: 0.8646
(TESTING) task: 5, epoch: 10/30, loss: 2.1161, acc: 0.8413
(TESTING) task: 5, epoch: 10/30, loss: 2.1168, acc: 0.8393
(TESTING) task: 5, epoch: 10/30, loss: 2.1141, acc: 0.8417
(TESTING) task: 5, epoch: 10/30, loss: 2.1139, acc: 0.8398
(TESTING) task: 5, epoch: 10/30, loss: 2.1174, acc: 0.8309
(TESTING) task: 5, epoch: 10/30, loss: 2.1161, acc: 0.8299
(TESTING) task: 5, epoch: 10/30, loss: 2.1147, acc: 0.8322
(TESTING) task: 5, epoch: 10/30, loss: 2.1137, acc: 0.8344
(TESTING) task: 5, epoch: 10/30, loss: 2.1120, acc: 0.8363
(TESTING) task: 5, epoch: 10/30, loss: 2.1132, acc: 0.8381
(TESTING) task: 5, epoch: 10/30, loss: 2.1101, acc: 0.8451
(TESTING) task: 5, epoch: 10/30, loss: 2.1108, acc: 0.8438
(TESTING) task: 5, epoch: 10/30, loss: 2.1132, acc: 0.8375
(TESTING) task: 5, epoch: 10/30, loss: 2.1127, acc: 0.8365
(TESTING) task: 5, epoch: 10/30, loss: 2.1120, acc: 0.8380
(TESTING) task: 5, epoch: 10/30, loss: 2.1111, acc: 0.8393
(TESTING) task: 5, epoch: 10/30, loss: 2.1124, acc: 0.8384
(TESTING) task: 5, epoch: 10/30, loss: 2.1118, acc: 0.8375
(TESTING) task: 5, epoch: 10/30, loss: 2.1119, acc: 0.8367
(TESTING) task: 5, epoch: 10/30, loss: 2.1129, acc: 0.8359
(TESTING) task: 5, epoch: 10/30, loss: 2.1138, acc: 0.8390
(TESTING) task: 5, epoch: 10/30, loss: 2.1142, acc: 0.8382
(TESTING) task: 5, epoch: 10/30, loss: 2.1144, acc: 0.8393
(TESTING) task: 5, epoch: 10/30, loss: 2.1122, acc: 0.8403
(TESTING) task: 5, epoch: 10/30, loss: 2.1128, acc: 0.8395
(TESTING) task: 5, epoch: 10/30, loss: 2.1140, acc: 0.8372
(TESTING) task: 5, epoch: 10/30, loss: 2.1139, acc: 0.8365
(TESTING) task: 5, epoch: 10/30, loss: 2.1144, acc: 0.8359
(TESTING) task: 5, epoch: 10/30, loss: 2.1134, acc: 0.8338
(TESTING) task: 5, epoch: 10/30, loss: 2.1146, acc: 0.8289
(TESTING) task: 5, epoch: 10/30, loss: 2.1134, acc: 0.8299
(TESTING) task: 5, epoch: 10/30, loss: 2.1139, acc: 0.8281
(TESTING) task: 5, epoch: 10/30, loss: 2.1119, acc: 0.8319
(TESTING) task: 5, epoch: 10/30, loss: 2.1117, acc: 0.8315
(TESTING) task: 5, epoch: 10/30, loss: 2.1110, acc: 0.8324
(TESTING) task: 5, epoch: 10/30, loss: 2.1117, acc: 0.8307
(TESTING) task: 5, epoch: 10/30, loss: 2.1120, acc: 0.8316
(TESTING) task: 5, epoch: 10/30, loss: 2.1122, acc: 0.8325
(TESTING) task: 5, epoch: 10/30, loss: 2.1122, acc: 0.8309
(TESTING) task: 5, epoch: 10/30, loss: 2.1131, acc: 0.8293
(TESTING) task: 5, epoch: 10/30, loss: 2.1133, acc: 0.8278
(TESTING) task: 5, epoch: 10/30, loss: 2.1132, acc: 0.8299
(TESTING) task: 5, epoch: 10/30, loss: 2.1127, acc: 0.8295
(TESTING) task: 5, epoch: 10/30, loss: 2.1127, acc: 0.8304
(TESTING) task: 5, epoch: 10/30, loss: 2.1131, acc: 0.8289
(TESTING) task: 5, epoch: 10/30, loss: 2.1134, acc: 0.8276
(TESTING) task: 5, epoch: 10/30, loss: 2.1134, acc: 0.8273
(TESTING) task: 5, epoch: 10/30, loss: 2.1141, acc: 0.8260
(TESTING) task: 5, epoch: 10/30, loss: 2.1146, acc: 0.8268
(TESTING) task: 5, epoch: 10/30, loss: 2.1144, acc: 0.8266
(TESTING) task: 5, epoch: 10/30, loss: 2.1145, acc: 0.8254
(TRAINING) task: 5, epoch: 11/30, loss: 2.1189, acc: 0.8047
(TRAINING) task: 5, epoch: 11/30, loss: 2.1068, acc: 0.8418
(TRAINING) task: 5, epoch: 11/30, loss: 2.1103, acc: 0.8333
(TRAINING) task: 5, epoch: 11/30, loss: 2.1090, acc: 0.8369
(TRAINING) task: 5, epoch: 11/30, loss: 2.1084, acc: 0.8320
(TRAINING) task: 5, epoch: 11/30, loss: 2.1086, acc: 0.8281
(TRAINING) task: 5, epoch: 11/30, loss: 2.1062, acc: 0.8348
(TRAINING) task: 5, epoch: 11/30, loss: 2.1059, acc: 0.8325
(TRAINING) task: 5, epoch: 11/30, loss: 2.1036, acc: 0.8359
(TRAINING) task: 5, epoch: 11/30, loss: 2.1028, acc: 0.8398
(TRAINING) task: 5, epoch: 11/30, loss: 2.1025, acc: 0.8388
(TRAINING) task: 5, epoch: 11/30, loss: 2.1017, acc: 0.8356
(TRAINING) task: 5, epoch: 11/30, loss: 2.1021, acc: 0.8314
(TRAINING) task: 5, epoch: 11/30, loss: 2.1015, acc: 0.8304
(TRAINING) task: 5, epoch: 11/30, loss: 2.1016, acc: 0.8305
(TRAINING) task: 5, epoch: 11/30, loss: 2.1018, acc: 0.8274
(TRAINING) task: 5, epoch: 11/30, loss: 2.1009, acc: 0.8263
(TRAINING) task: 5, epoch: 11/30, loss: 2.1002, acc: 0.8270
(TRAINING) task: 5, epoch: 11/30, loss: 2.0984, acc: 0.8292
(TRAINING) task: 5, epoch: 11/30, loss: 2.0983, acc: 0.8281
(TESTING) task: 5, epoch: 11/30, loss: 2.0517, acc: 0.8750
(TESTING) task: 5, epoch: 11/30, loss: 2.1144, acc: 0.7812
(TESTING) task: 5, epoch: 11/30, loss: 2.0962, acc: 0.8542
(TESTING) task: 5, epoch: 11/30, loss: 2.0899, acc: 0.8438
(TESTING) task: 5, epoch: 11/30, loss: 2.0812, acc: 0.8500
(TESTING) task: 5, epoch: 11/30, loss: 2.0802, acc: 0.8646
(TESTING) task: 5, epoch: 11/30, loss: 2.0790, acc: 0.8661
(TESTING) task: 5, epoch: 11/30, loss: 2.0821, acc: 0.8516
(TESTING) task: 5, epoch: 11/30, loss: 2.0837, acc: 0.8472
(TESTING) task: 5, epoch: 11/30, loss: 2.0862, acc: 0.8562
(TESTING) task: 5, epoch: 11/30, loss: 2.0851, acc: 0.8523
(TESTING) task: 5, epoch: 11/30, loss: 2.0828, acc: 0.8490
(TESTING) task: 5, epoch: 11/30, loss: 2.0819, acc: 0.8462
(TESTING) task: 5, epoch: 11/30, loss: 2.0870, acc: 0.8348
(TESTING) task: 5, epoch: 11/30, loss: 2.0891, acc: 0.8333
(TESTING) task: 5, epoch: 11/30, loss: 2.0907, acc: 0.8359
(TESTING) task: 5, epoch: 11/30, loss: 2.0929, acc: 0.8309
(TESTING) task: 5, epoch: 11/30, loss: 2.0937, acc: 0.8264
(TESTING) task: 5, epoch: 11/30, loss: 2.0882, acc: 0.8355
(TESTING) task: 5, epoch: 11/30, loss: 2.0887, acc: 0.8313
(TESTING) task: 5, epoch: 11/30, loss: 2.0917, acc: 0.8274
(TESTING) task: 5, epoch: 11/30, loss: 2.0926, acc: 0.8239
(TESTING) task: 5, epoch: 11/30, loss: 2.0914, acc: 0.8288
(TESTING) task: 5, epoch: 11/30, loss: 2.0893, acc: 0.8307
(TESTING) task: 5, epoch: 11/30, loss: 2.0914, acc: 0.8275
(TESTING) task: 5, epoch: 11/30, loss: 2.0904, acc: 0.8293
(TESTING) task: 5, epoch: 11/30, loss: 2.0884, acc: 0.8310
(TESTING) task: 5, epoch: 11/30, loss: 2.0880, acc: 0.8259
(TESTING) task: 5, epoch: 11/30, loss: 2.0865, acc: 0.8276
(TESTING) task: 5, epoch: 11/30, loss: 2.0847, acc: 0.8250
(TESTING) task: 5, epoch: 11/30, loss: 2.0857, acc: 0.8226
(TESTING) task: 5, epoch: 11/30, loss: 2.0847, acc: 0.8242
(TESTING) task: 5, epoch: 11/30, loss: 2.0850, acc: 0.8258
(TESTING) task: 5, epoch: 11/30, loss: 2.0845, acc: 0.8309
(TESTING) task: 5, epoch: 11/30, loss: 2.0848, acc: 0.8286
(TESTING) task: 5, epoch: 11/30, loss: 2.0849, acc: 0.8247
(TESTING) task: 5, epoch: 11/30, loss: 2.0860, acc: 0.8260
(TESTING) task: 5, epoch: 11/30, loss: 2.0861, acc: 0.8240
(TESTING) task: 5, epoch: 11/30, loss: 2.0856, acc: 0.8221
(TESTING) task: 5, epoch: 11/30, loss: 2.0868, acc: 0.8203
(TESTING) task: 5, epoch: 11/30, loss: 2.0854, acc: 0.8201
(TESTING) task: 5, epoch: 11/30, loss: 2.0855, acc: 0.8185
(TESTING) task: 5, epoch: 11/30, loss: 2.0854, acc: 0.8183
(TESTING) task: 5, epoch: 11/30, loss: 2.0847, acc: 0.8153
(TESTING) task: 5, epoch: 11/30, loss: 2.0853, acc: 0.8153
(TESTING) task: 5, epoch: 11/30, loss: 2.0850, acc: 0.8193
(TESTING) task: 5, epoch: 11/30, loss: 2.0855, acc: 0.8218
(TESTING) task: 5, epoch: 11/30, loss: 2.0860, acc: 0.8216
(TESTING) task: 5, epoch: 11/30, loss: 2.0873, acc: 0.8176
(TESTING) task: 5, epoch: 11/30, loss: 2.0865, acc: 0.8213
(TESTING) task: 5, epoch: 11/30, loss: 2.0862, acc: 0.8235
(TESTING) task: 5, epoch: 11/30, loss: 2.0861, acc: 0.8269
(TESTING) task: 5, epoch: 11/30, loss: 2.0873, acc: 0.8243
(TESTING) task: 5, epoch: 11/30, loss: 2.0877, acc: 0.8264
(TESTING) task: 5, epoch: 11/30, loss: 2.0876, acc: 0.8250
(TESTING) task: 5, epoch: 11/30, loss: 2.0876, acc: 0.8281
(TESTING) task: 5, epoch: 11/30, loss: 2.0876, acc: 0.8300
(TESTING) task: 5, epoch: 11/30, loss: 2.0868, acc: 0.8319
(TESTING) task: 5, epoch: 11/30, loss: 2.0867, acc: 0.8326
(TESTING) task: 5, epoch: 11/30, loss: 2.0878, acc: 0.8292
(TESTING) task: 5, epoch: 11/30, loss: 2.0872, acc: 0.8299
(TESTING) task: 5, epoch: 11/30, loss: 2.0875, acc: 0.8276
(TESTING) task: 5, epoch: 11/30, loss: 2.0880, acc: 0.8264
(TRAINING) task: 5, epoch: 12/30, loss: 2.0809, acc: 0.8164
(TRAINING) task: 5, epoch: 12/30, loss: 2.0742, acc: 0.8359
(TRAINING) task: 5, epoch: 12/30, loss: 2.0765, acc: 0.8346
(TRAINING) task: 5, epoch: 12/30, loss: 2.0822, acc: 0.8291
(TRAINING) task: 5, epoch: 12/30, loss: 2.0808, acc: 0.8297
(TRAINING) task: 5, epoch: 12/30, loss: 2.0809, acc: 0.8288
(TRAINING) task: 5, epoch: 12/30, loss: 2.0797, acc: 0.8320
(TRAINING) task: 5, epoch: 12/30, loss: 2.0792, acc: 0.8320
(TRAINING) task: 5, epoch: 12/30, loss: 2.0786, acc: 0.8325
(TRAINING) task: 5, epoch: 12/30, loss: 2.0781, acc: 0.8305
(TRAINING) task: 5, epoch: 12/30, loss: 2.0765, acc: 0.8327
(TRAINING) task: 5, epoch: 12/30, loss: 2.0769, acc: 0.8285
(TRAINING) task: 5, epoch: 12/30, loss: 2.0769, acc: 0.8281
(TRAINING) task: 5, epoch: 12/30, loss: 2.0754, acc: 0.8301
(TRAINING) task: 5, epoch: 12/30, loss: 2.0747, acc: 0.8302
(TRAINING) task: 5, epoch: 12/30, loss: 2.0737, acc: 0.8311
(TRAINING) task: 5, epoch: 12/30, loss: 2.0721, acc: 0.8311
(TRAINING) task: 5, epoch: 12/30, loss: 2.0715, acc: 0.8327
(TRAINING) task: 5, epoch: 12/30, loss: 2.0711, acc: 0.8318
(TRAINING) task: 5, epoch: 12/30, loss: 2.0692, acc: 0.8344
(TESTING) task: 5, epoch: 12/30, loss: 2.0968, acc: 0.8125
(TESTING) task: 5, epoch: 12/30, loss: 2.0806, acc: 0.8438
(TESTING) task: 5, epoch: 12/30, loss: 2.0649, acc: 0.8750
(TESTING) task: 5, epoch: 12/30, loss: 2.0493, acc: 0.8906
(TESTING) task: 5, epoch: 12/30, loss: 2.0600, acc: 0.8500
(TESTING) task: 5, epoch: 12/30, loss: 2.0652, acc: 0.8333
(TESTING) task: 5, epoch: 12/30, loss: 2.0655, acc: 0.8125
(TESTING) task: 5, epoch: 12/30, loss: 2.0710, acc: 0.8047
(TESTING) task: 5, epoch: 12/30, loss: 2.0741, acc: 0.7986
(TESTING) task: 5, epoch: 12/30, loss: 2.0707, acc: 0.8125
(TESTING) task: 5, epoch: 12/30, loss: 2.0722, acc: 0.8068
(TESTING) task: 5, epoch: 12/30, loss: 2.0773, acc: 0.8021
(TESTING) task: 5, epoch: 12/30, loss: 2.0749, acc: 0.7933
(TESTING) task: 5, epoch: 12/30, loss: 2.0739, acc: 0.7946
(TESTING) task: 5, epoch: 12/30, loss: 2.0772, acc: 0.7875
(TESTING) task: 5, epoch: 12/30, loss: 2.0770, acc: 0.7891
(TESTING) task: 5, epoch: 12/30, loss: 2.0708, acc: 0.8015
(TESTING) task: 5, epoch: 12/30, loss: 2.0686, acc: 0.8125
(TESTING) task: 5, epoch: 12/30, loss: 2.0687, acc: 0.8125
(TESTING) task: 5, epoch: 12/30, loss: 2.0649, acc: 0.8187
(TESTING) task: 5, epoch: 12/30, loss: 2.0655, acc: 0.8244
(TESTING) task: 5, epoch: 12/30, loss: 2.0662, acc: 0.8239
(TESTING) task: 5, epoch: 12/30, loss: 2.0658, acc: 0.8234
(TESTING) task: 5, epoch: 12/30, loss: 2.0661, acc: 0.8281
(TESTING) task: 5, epoch: 12/30, loss: 2.0640, acc: 0.8300
(TESTING) task: 5, epoch: 12/30, loss: 2.0635, acc: 0.8317
(TESTING) task: 5, epoch: 12/30, loss: 2.0644, acc: 0.8356
(TESTING) task: 5, epoch: 12/30, loss: 2.0617, acc: 0.8415
(TESTING) task: 5, epoch: 12/30, loss: 2.0611, acc: 0.8427
(TESTING) task: 5, epoch: 12/30, loss: 2.0599, acc: 0.8479
(TESTING) task: 5, epoch: 12/30, loss: 2.0597, acc: 0.8528
(TESTING) task: 5, epoch: 12/30, loss: 2.0594, acc: 0.8516
(TESTING) task: 5, epoch: 12/30, loss: 2.0580, acc: 0.8523
(TESTING) task: 5, epoch: 12/30, loss: 2.0580, acc: 0.8493
(TESTING) task: 5, epoch: 12/30, loss: 2.0591, acc: 0.8500
(TESTING) task: 5, epoch: 12/30, loss: 2.0585, acc: 0.8524
(TESTING) task: 5, epoch: 12/30, loss: 2.0573, acc: 0.8547
(TESTING) task: 5, epoch: 12/30, loss: 2.0580, acc: 0.8520
(TESTING) task: 5, epoch: 12/30, loss: 2.0598, acc: 0.8478
(TESTING) task: 5, epoch: 12/30, loss: 2.0606, acc: 0.8469
(TESTING) task: 5, epoch: 12/30, loss: 2.0614, acc: 0.8460
(TESTING) task: 5, epoch: 12/30, loss: 2.0614, acc: 0.8482
(TESTING) task: 5, epoch: 12/30, loss: 2.0614, acc: 0.8445
(TESTING) task: 5, epoch: 12/30, loss: 2.0617, acc: 0.8438
(TESTING) task: 5, epoch: 12/30, loss: 2.0615, acc: 0.8458
(TESTING) task: 5, epoch: 12/30, loss: 2.0605, acc: 0.8465
(TESTING) task: 5, epoch: 12/30, loss: 2.0616, acc: 0.8444
(TESTING) task: 5, epoch: 12/30, loss: 2.0623, acc: 0.8424
(TESTING) task: 5, epoch: 12/30, loss: 2.0624, acc: 0.8418
(TESTING) task: 5, epoch: 12/30, loss: 2.0613, acc: 0.8438
(TESTING) task: 5, epoch: 12/30, loss: 2.0611, acc: 0.8444
(TESTING) task: 5, epoch: 12/30, loss: 2.0603, acc: 0.8425
(TESTING) task: 5, epoch: 12/30, loss: 2.0608, acc: 0.8396
(TESTING) task: 5, epoch: 12/30, loss: 2.0600, acc: 0.8414
(TESTING) task: 5, epoch: 12/30, loss: 2.0588, acc: 0.8420
(TESTING) task: 5, epoch: 12/30, loss: 2.0592, acc: 0.8404
(TESTING) task: 5, epoch: 12/30, loss: 2.0596, acc: 0.8399
(TESTING) task: 5, epoch: 12/30, loss: 2.0601, acc: 0.8384
(TESTING) task: 5, epoch: 12/30, loss: 2.0597, acc: 0.8390
(TESTING) task: 5, epoch: 12/30, loss: 2.0602, acc: 0.8365
(TESTING) task: 5, epoch: 12/30, loss: 2.0591, acc: 0.8391
(TESTING) task: 5, epoch: 12/30, loss: 2.0599, acc: 0.8387
(TESTING) task: 5, epoch: 12/30, loss: 2.0591, acc: 0.8393
(TRAINING) task: 5, epoch: 13/30, loss: 2.0579, acc: 0.8438
(TRAINING) task: 5, epoch: 13/30, loss: 2.0483, acc: 0.8496
(TRAINING) task: 5, epoch: 13/30, loss: 2.0458, acc: 0.8555
(TRAINING) task: 5, epoch: 13/30, loss: 2.0488, acc: 0.8525
(TRAINING) task: 5, epoch: 13/30, loss: 2.0526, acc: 0.8461
(TRAINING) task: 5, epoch: 13/30, loss: 2.0493, acc: 0.8477
(TRAINING) task: 5, epoch: 13/30, loss: 2.0476, acc: 0.8454
(TRAINING) task: 5, epoch: 13/30, loss: 2.0461, acc: 0.8481
(TRAINING) task: 5, epoch: 13/30, loss: 2.0463, acc: 0.8459
(TRAINING) task: 5, epoch: 13/30, loss: 2.0479, acc: 0.8418
(TRAINING) task: 5, epoch: 13/30, loss: 2.0467, acc: 0.8423
(TRAINING) task: 5, epoch: 13/30, loss: 2.0476, acc: 0.8382
(TRAINING) task: 5, epoch: 13/30, loss: 2.0475, acc: 0.8374
(TRAINING) task: 5, epoch: 13/30, loss: 2.0463, acc: 0.8384
(TRAINING) task: 5, epoch: 13/30, loss: 2.0451, acc: 0.8424
(TRAINING) task: 5, epoch: 13/30, loss: 2.0447, acc: 0.8420
(TRAINING) task: 5, epoch: 13/30, loss: 2.0438, acc: 0.8419
(TRAINING) task: 5, epoch: 13/30, loss: 2.0442, acc: 0.8422
(TRAINING) task: 5, epoch: 13/30, loss: 2.0445, acc: 0.8421
(TRAINING) task: 5, epoch: 13/30, loss: 2.0433, acc: 0.8449
(TESTING) task: 5, epoch: 13/30, loss: 2.0484, acc: 0.6875
(TESTING) task: 5, epoch: 13/30, loss: 2.0357, acc: 0.7812
(TESTING) task: 5, epoch: 13/30, loss: 2.0231, acc: 0.8125
(TESTING) task: 5, epoch: 13/30, loss: 2.0269, acc: 0.8281
(TESTING) task: 5, epoch: 13/30, loss: 2.0112, acc: 0.8375
(TESTING) task: 5, epoch: 13/30, loss: 2.0091, acc: 0.8438
(TESTING) task: 5, epoch: 13/30, loss: 2.0148, acc: 0.8393
(TESTING) task: 5, epoch: 13/30, loss: 2.0157, acc: 0.8594
(TESTING) task: 5, epoch: 13/30, loss: 2.0184, acc: 0.8542
(TESTING) task: 5, epoch: 13/30, loss: 2.0259, acc: 0.8500
(TESTING) task: 5, epoch: 13/30, loss: 2.0261, acc: 0.8466
(TESTING) task: 5, epoch: 13/30, loss: 2.0311, acc: 0.8438
(TESTING) task: 5, epoch: 13/30, loss: 2.0349, acc: 0.8317
(TESTING) task: 5, epoch: 13/30, loss: 2.0401, acc: 0.8214
(TESTING) task: 5, epoch: 13/30, loss: 2.0382, acc: 0.8250
(TESTING) task: 5, epoch: 13/30, loss: 2.0368, acc: 0.8242
(TESTING) task: 5, epoch: 13/30, loss: 2.0370, acc: 0.8272
(TESTING) task: 5, epoch: 13/30, loss: 2.0363, acc: 0.8299
(TESTING) task: 5, epoch: 13/30, loss: 2.0359, acc: 0.8322
(TESTING) task: 5, epoch: 13/30, loss: 2.0349, acc: 0.8344
(TESTING) task: 5, epoch: 13/30, loss: 2.0321, acc: 0.8393
(TESTING) task: 5, epoch: 13/30, loss: 2.0343, acc: 0.8352
(TESTING) task: 5, epoch: 13/30, loss: 2.0316, acc: 0.8342
(TESTING) task: 5, epoch: 13/30, loss: 2.0295, acc: 0.8411
(TESTING) task: 5, epoch: 13/30, loss: 2.0314, acc: 0.8425
(TESTING) task: 5, epoch: 13/30, loss: 2.0336, acc: 0.8389
(TESTING) task: 5, epoch: 13/30, loss: 2.0335, acc: 0.8403
(TESTING) task: 5, epoch: 13/30, loss: 2.0347, acc: 0.8393
(TESTING) task: 5, epoch: 13/30, loss: 2.0342, acc: 0.8405
(TESTING) task: 5, epoch: 13/30, loss: 2.0334, acc: 0.8396
(TESTING) task: 5, epoch: 13/30, loss: 2.0325, acc: 0.8427
(TESTING) task: 5, epoch: 13/30, loss: 2.0320, acc: 0.8398
(TESTING) task: 5, epoch: 13/30, loss: 2.0319, acc: 0.8409
(TESTING) task: 5, epoch: 13/30, loss: 2.0305, acc: 0.8419
(TESTING) task: 5, epoch: 13/30, loss: 2.0300, acc: 0.8446
(TESTING) task: 5, epoch: 13/30, loss: 2.0317, acc: 0.8455
(TESTING) task: 5, epoch: 13/30, loss: 2.0316, acc: 0.8446
(TESTING) task: 5, epoch: 13/30, loss: 2.0336, acc: 0.8438
(TESTING) task: 5, epoch: 13/30, loss: 2.0307, acc: 0.8446
(TESTING) task: 5, epoch: 13/30, loss: 2.0309, acc: 0.8453
(TESTING) task: 5, epoch: 13/30, loss: 2.0314, acc: 0.8399
(TESTING) task: 5, epoch: 13/30, loss: 2.0311, acc: 0.8393
(TESTING) task: 5, epoch: 13/30, loss: 2.0322, acc: 0.8358
(TESTING) task: 5, epoch: 13/30, loss: 2.0314, acc: 0.8381
(TESTING) task: 5, epoch: 13/30, loss: 2.0318, acc: 0.8403
(TESTING) task: 5, epoch: 13/30, loss: 2.0321, acc: 0.8410
(TESTING) task: 5, epoch: 13/30, loss: 2.0327, acc: 0.8391
(TESTING) task: 5, epoch: 13/30, loss: 2.0330, acc: 0.8398
(TESTING) task: 5, epoch: 13/30, loss: 2.0325, acc: 0.8418
(TESTING) task: 5, epoch: 13/30, loss: 2.0321, acc: 0.8425
(TESTING) task: 5, epoch: 13/30, loss: 2.0325, acc: 0.8419
(TESTING) task: 5, epoch: 13/30, loss: 2.0343, acc: 0.8401
(TESTING) task: 5, epoch: 13/30, loss: 2.0336, acc: 0.8396
(TESTING) task: 5, epoch: 13/30, loss: 2.0336, acc: 0.8414
(TESTING) task: 5, epoch: 13/30, loss: 2.0333, acc: 0.8432
(TESTING) task: 5, epoch: 13/30, loss: 2.0330, acc: 0.8426
(TESTING) task: 5, epoch: 13/30, loss: 2.0334, acc: 0.8421
(TESTING) task: 5, epoch: 13/30, loss: 2.0337, acc: 0.8448
(TESTING) task: 5, epoch: 13/30, loss: 2.0345, acc: 0.8443
(TESTING) task: 5, epoch: 13/30, loss: 2.0342, acc: 0.8448
(TESTING) task: 5, epoch: 13/30, loss: 2.0350, acc: 0.8432
(TESTING) task: 5, epoch: 13/30, loss: 2.0348, acc: 0.8448
(TESTING) task: 5, epoch: 13/30, loss: 2.0351, acc: 0.8472
(TRAINING) task: 5, epoch: 14/30, loss: 2.0344, acc: 0.8203
(TRAINING) task: 5, epoch: 14/30, loss: 2.0364, acc: 0.8301
(TRAINING) task: 5, epoch: 14/30, loss: 2.0357, acc: 0.8255
(TRAINING) task: 5, epoch: 14/30, loss: 2.0315, acc: 0.8398
(TRAINING) task: 5, epoch: 14/30, loss: 2.0281, acc: 0.8453
(TRAINING) task: 5, epoch: 14/30, loss: 2.0253, acc: 0.8516
(TRAINING) task: 5, epoch: 14/30, loss: 2.0234, acc: 0.8549
(TRAINING) task: 5, epoch: 14/30, loss: 2.0230, acc: 0.8560
(TRAINING) task: 5, epoch: 14/30, loss: 2.0244, acc: 0.8533
(TRAINING) task: 5, epoch: 14/30, loss: 2.0250, acc: 0.8512
(TRAINING) task: 5, epoch: 14/30, loss: 2.0237, acc: 0.8512
(TRAINING) task: 5, epoch: 14/30, loss: 2.0228, acc: 0.8561
(TRAINING) task: 5, epoch: 14/30, loss: 2.0215, acc: 0.8561
(TRAINING) task: 5, epoch: 14/30, loss: 2.0201, acc: 0.8557
(TRAINING) task: 5, epoch: 14/30, loss: 2.0196, acc: 0.8549
(TRAINING) task: 5, epoch: 14/30, loss: 2.0195, acc: 0.8547
(TRAINING) task: 5, epoch: 14/30, loss: 2.0206, acc: 0.8527
(TRAINING) task: 5, epoch: 14/30, loss: 2.0205, acc: 0.8505
(TRAINING) task: 5, epoch: 14/30, loss: 2.0190, acc: 0.8526
(TRAINING) task: 5, epoch: 14/30, loss: 2.0194, acc: 0.8533
(TESTING) task: 5, epoch: 14/30, loss: 2.0348, acc: 0.8125
(TESTING) task: 5, epoch: 14/30, loss: 2.0348, acc: 0.8438
(TESTING) task: 5, epoch: 14/30, loss: 2.0566, acc: 0.7917
(TESTING) task: 5, epoch: 14/30, loss: 2.0465, acc: 0.8125
(TESTING) task: 5, epoch: 14/30, loss: 2.0540, acc: 0.7875
(TESTING) task: 5, epoch: 14/30, loss: 2.0499, acc: 0.7917
(TESTING) task: 5, epoch: 14/30, loss: 2.0566, acc: 0.8036
(TESTING) task: 5, epoch: 14/30, loss: 2.0504, acc: 0.7969
(TESTING) task: 5, epoch: 14/30, loss: 2.0411, acc: 0.8056
(TESTING) task: 5, epoch: 14/30, loss: 2.0308, acc: 0.8063
(TESTING) task: 5, epoch: 14/30, loss: 2.0337, acc: 0.8125
(TESTING) task: 5, epoch: 14/30, loss: 2.0336, acc: 0.8177
(TESTING) task: 5, epoch: 14/30, loss: 2.0312, acc: 0.8269
(TESTING) task: 5, epoch: 14/30, loss: 2.0280, acc: 0.8348
(TESTING) task: 5, epoch: 14/30, loss: 2.0265, acc: 0.8375
(TESTING) task: 5, epoch: 14/30, loss: 2.0248, acc: 0.8438
(TESTING) task: 5, epoch: 14/30, loss: 2.0210, acc: 0.8493
(TESTING) task: 5, epoch: 14/30, loss: 2.0177, acc: 0.8542
(TESTING) task: 5, epoch: 14/30, loss: 2.0146, acc: 0.8586
(TESTING) task: 5, epoch: 14/30, loss: 2.0124, acc: 0.8594
(TESTING) task: 5, epoch: 14/30, loss: 2.0165, acc: 0.8542
(TESTING) task: 5, epoch: 14/30, loss: 2.0164, acc: 0.8580
(TESTING) task: 5, epoch: 14/30, loss: 2.0144, acc: 0.8641
(TESTING) task: 5, epoch: 14/30, loss: 2.0141, acc: 0.8646
(TESTING) task: 5, epoch: 14/30, loss: 2.0144, acc: 0.8625
(TESTING) task: 5, epoch: 14/30, loss: 2.0142, acc: 0.8606
(TESTING) task: 5, epoch: 14/30, loss: 2.0143, acc: 0.8565
(TESTING) task: 5, epoch: 14/30, loss: 2.0136, acc: 0.8616
(TESTING) task: 5, epoch: 14/30, loss: 2.0151, acc: 0.8578
(TESTING) task: 5, epoch: 14/30, loss: 2.0134, acc: 0.8604
(TESTING) task: 5, epoch: 14/30, loss: 2.0142, acc: 0.8569
(TESTING) task: 5, epoch: 14/30, loss: 2.0161, acc: 0.8535
(TESTING) task: 5, epoch: 14/30, loss: 2.0133, acc: 0.8561
(TESTING) task: 5, epoch: 14/30, loss: 2.0122, acc: 0.8566
(TESTING) task: 5, epoch: 14/30, loss: 2.0126, acc: 0.8536
(TESTING) task: 5, epoch: 14/30, loss: 2.0117, acc: 0.8542
(TESTING) task: 5, epoch: 14/30, loss: 2.0129, acc: 0.8497
(TESTING) task: 5, epoch: 14/30, loss: 2.0118, acc: 0.8487
(TESTING) task: 5, epoch: 14/30, loss: 2.0102, acc: 0.8510
(TESTING) task: 5, epoch: 14/30, loss: 2.0081, acc: 0.8516
(TESTING) task: 5, epoch: 14/30, loss: 2.0097, acc: 0.8506
(TESTING) task: 5, epoch: 14/30, loss: 2.0099, acc: 0.8512
(TESTING) task: 5, epoch: 14/30, loss: 2.0098, acc: 0.8517
(TESTING) task: 5, epoch: 14/30, loss: 2.0110, acc: 0.8523
(TESTING) task: 5, epoch: 14/30, loss: 2.0122, acc: 0.8486
(TESTING) task: 5, epoch: 14/30, loss: 2.0133, acc: 0.8492
(TESTING) task: 5, epoch: 14/30, loss: 2.0124, acc: 0.8484
(TESTING) task: 5, epoch: 14/30, loss: 2.0110, acc: 0.8490
(TESTING) task: 5, epoch: 14/30, loss: 2.0109, acc: 0.8469
(TESTING) task: 5, epoch: 14/30, loss: 2.0099, acc: 0.8462
(TESTING) task: 5, epoch: 14/30, loss: 2.0098, acc: 0.8456
(TESTING) task: 5, epoch: 14/30, loss: 2.0095, acc: 0.8462
(TESTING) task: 5, epoch: 14/30, loss: 2.0098, acc: 0.8479
(TESTING) task: 5, epoch: 14/30, loss: 2.0111, acc: 0.8461
(TESTING) task: 5, epoch: 14/30, loss: 2.0111, acc: 0.8455
(TESTING) task: 5, epoch: 14/30, loss: 2.0098, acc: 0.8471
(TESTING) task: 5, epoch: 14/30, loss: 2.0097, acc: 0.8487
(TESTING) task: 5, epoch: 14/30, loss: 2.0116, acc: 0.8481
(TESTING) task: 5, epoch: 14/30, loss: 2.0113, acc: 0.8485
(TESTING) task: 5, epoch: 14/30, loss: 2.0105, acc: 0.8500
(TESTING) task: 5, epoch: 14/30, loss: 2.0101, acc: 0.8504
(TESTING) task: 5, epoch: 14/30, loss: 2.0093, acc: 0.8518
(TESTING) task: 5, epoch: 14/30, loss: 2.0100, acc: 0.8522
(TRAINING) task: 5, epoch: 15/30, loss: 1.9934, acc: 0.8633
(TRAINING) task: 5, epoch: 15/30, loss: 2.0018, acc: 0.8379
(TRAINING) task: 5, epoch: 15/30, loss: 2.0088, acc: 0.8307
(TRAINING) task: 5, epoch: 15/30, loss: 2.0062, acc: 0.8418
(TRAINING) task: 5, epoch: 15/30, loss: 2.0095, acc: 0.8383
(TRAINING) task: 5, epoch: 15/30, loss: 2.0075, acc: 0.8418
(TRAINING) task: 5, epoch: 15/30, loss: 2.0042, acc: 0.8493
(TRAINING) task: 5, epoch: 15/30, loss: 2.0026, acc: 0.8530
(TRAINING) task: 5, epoch: 15/30, loss: 2.0023, acc: 0.8550
(TRAINING) task: 5, epoch: 15/30, loss: 2.0028, acc: 0.8535
(TRAINING) task: 5, epoch: 15/30, loss: 2.0000, acc: 0.8565
(TRAINING) task: 5, epoch: 15/30, loss: 1.9982, acc: 0.8594
(TRAINING) task: 5, epoch: 15/30, loss: 1.9971, acc: 0.8612
(TRAINING) task: 5, epoch: 15/30, loss: 1.9963, acc: 0.8624
(TRAINING) task: 5, epoch: 15/30, loss: 1.9968, acc: 0.8602
(TRAINING) task: 5, epoch: 15/30, loss: 1.9966, acc: 0.8591
(TRAINING) task: 5, epoch: 15/30, loss: 1.9952, acc: 0.8612
(TRAINING) task: 5, epoch: 15/30, loss: 1.9945, acc: 0.8611
(TRAINING) task: 5, epoch: 15/30, loss: 1.9936, acc: 0.8612
(TRAINING) task: 5, epoch: 15/30, loss: 1.9940, acc: 0.8593
(TESTING) task: 5, epoch: 15/30, loss: 1.9910, acc: 0.8125
(TESTING) task: 5, epoch: 15/30, loss: 2.0082, acc: 0.8438
(TESTING) task: 5, epoch: 15/30, loss: 1.9908, acc: 0.8958
(TESTING) task: 5, epoch: 15/30, loss: 1.9802, acc: 0.9219
(TESTING) task: 5, epoch: 15/30, loss: 1.9846, acc: 0.8750
(TESTING) task: 5, epoch: 15/30, loss: 1.9897, acc: 0.8646
(TESTING) task: 5, epoch: 15/30, loss: 1.9914, acc: 0.8661
(TESTING) task: 5, epoch: 15/30, loss: 1.9981, acc: 0.8750
(TESTING) task: 5, epoch: 15/30, loss: 1.9999, acc: 0.8681
(TESTING) task: 5, epoch: 15/30, loss: 1.9998, acc: 0.8625
(TESTING) task: 5, epoch: 15/30, loss: 1.9985, acc: 0.8466
(TESTING) task: 5, epoch: 15/30, loss: 1.9904, acc: 0.8542
(TESTING) task: 5, epoch: 15/30, loss: 1.9834, acc: 0.8606
(TESTING) task: 5, epoch: 15/30, loss: 1.9838, acc: 0.8661
(TESTING) task: 5, epoch: 15/30, loss: 1.9826, acc: 0.8667
(TESTING) task: 5, epoch: 15/30, loss: 1.9850, acc: 0.8633
(TESTING) task: 5, epoch: 15/30, loss: 1.9846, acc: 0.8603
(TESTING) task: 5, epoch: 15/30, loss: 1.9863, acc: 0.8542
(TESTING) task: 5, epoch: 15/30, loss: 1.9878, acc: 0.8553
(TESTING) task: 5, epoch: 15/30, loss: 1.9872, acc: 0.8531
(TESTING) task: 5, epoch: 15/30, loss: 1.9887, acc: 0.8512
(TESTING) task: 5, epoch: 15/30, loss: 1.9890, acc: 0.8438
(TESTING) task: 5, epoch: 15/30, loss: 1.9821, acc: 0.8505
(TESTING) task: 5, epoch: 15/30, loss: 1.9831, acc: 0.8542
(TESTING) task: 5, epoch: 15/30, loss: 1.9818, acc: 0.8575
(TESTING) task: 5, epoch: 15/30, loss: 1.9799, acc: 0.8582
(TESTING) task: 5, epoch: 15/30, loss: 1.9828, acc: 0.8565
(TESTING) task: 5, epoch: 15/30, loss: 1.9844, acc: 0.8549
(TESTING) task: 5, epoch: 15/30, loss: 1.9838, acc: 0.8556
(TESTING) task: 5, epoch: 15/30, loss: 1.9838, acc: 0.8521
(TESTING) task: 5, epoch: 15/30, loss: 1.9841, acc: 0.8528
(TESTING) task: 5, epoch: 15/30, loss: 1.9852, acc: 0.8516
(TESTING) task: 5, epoch: 15/30, loss: 1.9845, acc: 0.8523
(TESTING) task: 5, epoch: 15/30, loss: 1.9847, acc: 0.8511
(TESTING) task: 5, epoch: 15/30, loss: 1.9873, acc: 0.8518
(TESTING) task: 5, epoch: 15/30, loss: 1.9881, acc: 0.8490
(TESTING) task: 5, epoch: 15/30, loss: 1.9870, acc: 0.8530
(TESTING) task: 5, epoch: 15/30, loss: 1.9858, acc: 0.8536
(TESTING) task: 5, epoch: 15/30, loss: 1.9841, acc: 0.8574
(TESTING) task: 5, epoch: 15/30, loss: 1.9836, acc: 0.8562
(TESTING) task: 5, epoch: 15/30, loss: 1.9822, acc: 0.8567
(TESTING) task: 5, epoch: 15/30, loss: 1.9831, acc: 0.8557
(TESTING) task: 5, epoch: 15/30, loss: 1.9825, acc: 0.8561
(TESTING) task: 5, epoch: 15/30, loss: 1.9838, acc: 0.8551
(TESTING) task: 5, epoch: 15/30, loss: 1.9825, acc: 0.8569
(TESTING) task: 5, epoch: 15/30, loss: 1.9819, acc: 0.8601
(TESTING) task: 5, epoch: 15/30, loss: 1.9807, acc: 0.8630
(TESTING) task: 5, epoch: 15/30, loss: 1.9817, acc: 0.8633
(TESTING) task: 5, epoch: 15/30, loss: 1.9830, acc: 0.8622
(TESTING) task: 5, epoch: 15/30, loss: 1.9825, acc: 0.8625
(TESTING) task: 5, epoch: 15/30, loss: 1.9842, acc: 0.8627
(TESTING) task: 5, epoch: 15/30, loss: 1.9854, acc: 0.8594
(TESTING) task: 5, epoch: 15/30, loss: 1.9854, acc: 0.8597
(TESTING) task: 5, epoch: 15/30, loss: 1.9867, acc: 0.8576
(TESTING) task: 5, epoch: 15/30, loss: 1.9862, acc: 0.8580
(TESTING) task: 5, epoch: 15/30, loss: 1.9868, acc: 0.8571
(TESTING) task: 5, epoch: 15/30, loss: 1.9857, acc: 0.8586
(TESTING) task: 5, epoch: 15/30, loss: 1.9852, acc: 0.8588
(TESTING) task: 5, epoch: 15/30, loss: 1.9850, acc: 0.8570
(TESTING) task: 5, epoch: 15/30, loss: 1.9854, acc: 0.8562
(TESTING) task: 5, epoch: 15/30, loss: 1.9857, acc: 0.8566
(TESTING) task: 5, epoch: 15/30, loss: 1.9856, acc: 0.8569
(TESTING) task: 5, epoch: 15/30, loss: 1.9849, acc: 0.8571
(TRAINING) task: 5, epoch: 16/30, loss: 1.9849, acc: 0.8555
(TRAINING) task: 5, epoch: 16/30, loss: 1.9728, acc: 0.8594
(TRAINING) task: 5, epoch: 16/30, loss: 1.9777, acc: 0.8516
(TRAINING) task: 5, epoch: 16/30, loss: 1.9759, acc: 0.8643
(TRAINING) task: 5, epoch: 16/30, loss: 1.9813, acc: 0.8555
(TRAINING) task: 5, epoch: 16/30, loss: 1.9785, acc: 0.8600
(TRAINING) task: 5, epoch: 16/30, loss: 1.9779, acc: 0.8638
(TRAINING) task: 5, epoch: 16/30, loss: 1.9759, acc: 0.8706
(TRAINING) task: 5, epoch: 16/30, loss: 1.9744, acc: 0.8733
(TRAINING) task: 5, epoch: 16/30, loss: 1.9758, acc: 0.8680
(TRAINING) task: 5, epoch: 16/30, loss: 1.9771, acc: 0.8668
(TRAINING) task: 5, epoch: 16/30, loss: 1.9773, acc: 0.8682
(TRAINING) task: 5, epoch: 16/30, loss: 1.9757, acc: 0.8687
(TRAINING) task: 5, epoch: 16/30, loss: 1.9752, acc: 0.8652
(TRAINING) task: 5, epoch: 16/30, loss: 1.9743, acc: 0.8641
(TRAINING) task: 5, epoch: 16/30, loss: 1.9727, acc: 0.8655
(TRAINING) task: 5, epoch: 16/30, loss: 1.9724, acc: 0.8647
(TRAINING) task: 5, epoch: 16/30, loss: 1.9727, acc: 0.8635
(TRAINING) task: 5, epoch: 16/30, loss: 1.9720, acc: 0.8623
(TRAINING) task: 5, epoch: 16/30, loss: 1.9712, acc: 0.8636
(TESTING) task: 5, epoch: 16/30, loss: 2.0149, acc: 0.8750
(TESTING) task: 5, epoch: 16/30, loss: 1.9687, acc: 0.9062
(TESTING) task: 5, epoch: 16/30, loss: 1.9515, acc: 0.9375
(TESTING) task: 5, epoch: 16/30, loss: 1.9561, acc: 0.9375
(TESTING) task: 5, epoch: 16/30, loss: 1.9666, acc: 0.8875
(TESTING) task: 5, epoch: 16/30, loss: 1.9767, acc: 0.8854
(TESTING) task: 5, epoch: 16/30, loss: 1.9757, acc: 0.8839
(TESTING) task: 5, epoch: 16/30, loss: 1.9725, acc: 0.8672
(TESTING) task: 5, epoch: 16/30, loss: 1.9648, acc: 0.8611
(TESTING) task: 5, epoch: 16/30, loss: 1.9660, acc: 0.8688
(TESTING) task: 5, epoch: 16/30, loss: 1.9541, acc: 0.8750
(TESTING) task: 5, epoch: 16/30, loss: 1.9494, acc: 0.8802
(TESTING) task: 5, epoch: 16/30, loss: 1.9552, acc: 0.8750
(TESTING) task: 5, epoch: 16/30, loss: 1.9610, acc: 0.8616
(TESTING) task: 5, epoch: 16/30, loss: 1.9624, acc: 0.8583
(TESTING) task: 5, epoch: 16/30, loss: 1.9665, acc: 0.8516
(TESTING) task: 5, epoch: 16/30, loss: 1.9667, acc: 0.8493
(TESTING) task: 5, epoch: 16/30, loss: 1.9694, acc: 0.8438
(TESTING) task: 5, epoch: 16/30, loss: 1.9649, acc: 0.8520
(TESTING) task: 5, epoch: 16/30, loss: 1.9626, acc: 0.8531
(TESTING) task: 5, epoch: 16/30, loss: 1.9605, acc: 0.8601
(TESTING) task: 5, epoch: 16/30, loss: 1.9626, acc: 0.8551
(TESTING) task: 5, epoch: 16/30, loss: 1.9631, acc: 0.8560
(TESTING) task: 5, epoch: 16/30, loss: 1.9613, acc: 0.8594
(TESTING) task: 5, epoch: 16/30, loss: 1.9611, acc: 0.8625
(TESTING) task: 5, epoch: 16/30, loss: 1.9611, acc: 0.8630
(TESTING) task: 5, epoch: 16/30, loss: 1.9640, acc: 0.8565
(TESTING) task: 5, epoch: 16/30, loss: 1.9631, acc: 0.8594
(TESTING) task: 5, epoch: 16/30, loss: 1.9617, acc: 0.8599
(TESTING) task: 5, epoch: 16/30, loss: 1.9618, acc: 0.8604
(TESTING) task: 5, epoch: 16/30, loss: 1.9610, acc: 0.8629
(TESTING) task: 5, epoch: 16/30, loss: 1.9620, acc: 0.8594
(TESTING) task: 5, epoch: 16/30, loss: 1.9643, acc: 0.8580
(TESTING) task: 5, epoch: 16/30, loss: 1.9653, acc: 0.8585
(TESTING) task: 5, epoch: 16/30, loss: 1.9666, acc: 0.8554
(TESTING) task: 5, epoch: 16/30, loss: 1.9671, acc: 0.8559
(TESTING) task: 5, epoch: 16/30, loss: 1.9657, acc: 0.8581
(TESTING) task: 5, epoch: 16/30, loss: 1.9664, acc: 0.8586
(TESTING) task: 5, epoch: 16/30, loss: 1.9659, acc: 0.8590
(TESTING) task: 5, epoch: 16/30, loss: 1.9659, acc: 0.8594
(TESTING) task: 5, epoch: 16/30, loss: 1.9671, acc: 0.8582
(TESTING) task: 5, epoch: 16/30, loss: 1.9680, acc: 0.8571
(TESTING) task: 5, epoch: 16/30, loss: 1.9668, acc: 0.8605
(TESTING) task: 5, epoch: 16/30, loss: 1.9647, acc: 0.8622
(TESTING) task: 5, epoch: 16/30, loss: 1.9654, acc: 0.8611
(TESTING) task: 5, epoch: 16/30, loss: 1.9638, acc: 0.8628
(TESTING) task: 5, epoch: 16/30, loss: 1.9655, acc: 0.8604
(TESTING) task: 5, epoch: 16/30, loss: 1.9658, acc: 0.8620
(TESTING) task: 5, epoch: 16/30, loss: 1.9667, acc: 0.8584
(TESTING) task: 5, epoch: 16/30, loss: 1.9675, acc: 0.8562
(TESTING) task: 5, epoch: 16/30, loss: 1.9682, acc: 0.8554
(TESTING) task: 5, epoch: 16/30, loss: 1.9664, acc: 0.8570
(TESTING) task: 5, epoch: 16/30, loss: 1.9663, acc: 0.8573
(TESTING) task: 5, epoch: 16/30, loss: 1.9648, acc: 0.8600
(TESTING) task: 5, epoch: 16/30, loss: 1.9652, acc: 0.8580
(TESTING) task: 5, epoch: 16/30, loss: 1.9637, acc: 0.8594
(TESTING) task: 5, epoch: 16/30, loss: 1.9634, acc: 0.8596
(TESTING) task: 5, epoch: 16/30, loss: 1.9648, acc: 0.8588
(TESTING) task: 5, epoch: 16/30, loss: 1.9646, acc: 0.8591
(TESTING) task: 5, epoch: 16/30, loss: 1.9658, acc: 0.8573
(TESTING) task: 5, epoch: 16/30, loss: 1.9665, acc: 0.8586
(TESTING) task: 5, epoch: 16/30, loss: 1.9663, acc: 0.8579
(TESTING) task: 5, epoch: 16/30, loss: 1.9663, acc: 0.8601
(TRAINING) task: 5, epoch: 17/30, loss: 1.9481, acc: 0.8945
(TRAINING) task: 5, epoch: 17/30, loss: 1.9622, acc: 0.8730
(TRAINING) task: 5, epoch: 17/30, loss: 1.9570, acc: 0.8763
(TRAINING) task: 5, epoch: 17/30, loss: 1.9602, acc: 0.8701
(TRAINING) task: 5, epoch: 17/30, loss: 1.9611, acc: 0.8664
(TRAINING) task: 5, epoch: 17/30, loss: 1.9589, acc: 0.8678
(TRAINING) task: 5, epoch: 17/30, loss: 1.9604, acc: 0.8677
(TRAINING) task: 5, epoch: 17/30, loss: 1.9597, acc: 0.8652
(TRAINING) task: 5, epoch: 17/30, loss: 1.9597, acc: 0.8624
(TRAINING) task: 5, epoch: 17/30, loss: 1.9577, acc: 0.8637
(TRAINING) task: 5, epoch: 17/30, loss: 1.9570, acc: 0.8629
(TRAINING) task: 5, epoch: 17/30, loss: 1.9547, acc: 0.8659
(TRAINING) task: 5, epoch: 17/30, loss: 1.9544, acc: 0.8657
(TRAINING) task: 5, epoch: 17/30, loss: 1.9532, acc: 0.8686
(TRAINING) task: 5, epoch: 17/30, loss: 1.9542, acc: 0.8669
(TRAINING) task: 5, epoch: 17/30, loss: 1.9546, acc: 0.8645
(TRAINING) task: 5, epoch: 17/30, loss: 1.9546, acc: 0.8631
(TRAINING) task: 5, epoch: 17/30, loss: 1.9544, acc: 0.8644
(TRAINING) task: 5, epoch: 17/30, loss: 1.9540, acc: 0.8637
(TRAINING) task: 5, epoch: 17/30, loss: 1.9537, acc: 0.8635
(TESTING) task: 5, epoch: 17/30, loss: 1.8984, acc: 1.0000
(TESTING) task: 5, epoch: 17/30, loss: 1.9851, acc: 0.8750
(TESTING) task: 5, epoch: 17/30, loss: 1.9808, acc: 0.8750
(TESTING) task: 5, epoch: 17/30, loss: 1.9622, acc: 0.8906
(TESTING) task: 5, epoch: 17/30, loss: 1.9683, acc: 0.9000
(TESTING) task: 5, epoch: 17/30, loss: 1.9688, acc: 0.8854
(TESTING) task: 5, epoch: 17/30, loss: 1.9663, acc: 0.8750
(TESTING) task: 5, epoch: 17/30, loss: 1.9687, acc: 0.8594
(TESTING) task: 5, epoch: 17/30, loss: 1.9671, acc: 0.8611
(TESTING) task: 5, epoch: 17/30, loss: 1.9619, acc: 0.8688
(TESTING) task: 5, epoch: 17/30, loss: 1.9571, acc: 0.8750
(TESTING) task: 5, epoch: 17/30, loss: 1.9601, acc: 0.8750
(TESTING) task: 5, epoch: 17/30, loss: 1.9603, acc: 0.8702
(TESTING) task: 5, epoch: 17/30, loss: 1.9615, acc: 0.8661
(TESTING) task: 5, epoch: 17/30, loss: 1.9615, acc: 0.8625
(TESTING) task: 5, epoch: 17/30, loss: 1.9616, acc: 0.8555
(TESTING) task: 5, epoch: 17/30, loss: 1.9602, acc: 0.8566
(TESTING) task: 5, epoch: 17/30, loss: 1.9596, acc: 0.8542
(TESTING) task: 5, epoch: 17/30, loss: 1.9597, acc: 0.8553
(TESTING) task: 5, epoch: 17/30, loss: 1.9613, acc: 0.8500
(TESTING) task: 5, epoch: 17/30, loss: 1.9550, acc: 0.8571
(TESTING) task: 5, epoch: 17/30, loss: 1.9486, acc: 0.8636
(TESTING) task: 5, epoch: 17/30, loss: 1.9458, acc: 0.8641
(TESTING) task: 5, epoch: 17/30, loss: 1.9442, acc: 0.8672
(TESTING) task: 5, epoch: 17/30, loss: 1.9449, acc: 0.8675
(TESTING) task: 5, epoch: 17/30, loss: 1.9445, acc: 0.8702
(TESTING) task: 5, epoch: 17/30, loss: 1.9455, acc: 0.8704
(TESTING) task: 5, epoch: 17/30, loss: 1.9468, acc: 0.8705
(TESTING) task: 5, epoch: 17/30, loss: 1.9478, acc: 0.8750
(TESTING) task: 5, epoch: 17/30, loss: 1.9479, acc: 0.8729
(TESTING) task: 5, epoch: 17/30, loss: 1.9469, acc: 0.8730
(TESTING) task: 5, epoch: 17/30, loss: 1.9478, acc: 0.8691
(TESTING) task: 5, epoch: 17/30, loss: 1.9461, acc: 0.8693
(TESTING) task: 5, epoch: 17/30, loss: 1.9460, acc: 0.8658
(TESTING) task: 5, epoch: 17/30, loss: 1.9466, acc: 0.8679
(TESTING) task: 5, epoch: 17/30, loss: 1.9486, acc: 0.8681
(TESTING) task: 5, epoch: 17/30, loss: 1.9477, acc: 0.8682
(TESTING) task: 5, epoch: 17/30, loss: 1.9498, acc: 0.8651
(TESTING) task: 5, epoch: 17/30, loss: 1.9491, acc: 0.8670
(TESTING) task: 5, epoch: 17/30, loss: 1.9474, acc: 0.8688
(TESTING) task: 5, epoch: 17/30, loss: 1.9470, acc: 0.8704
(TESTING) task: 5, epoch: 17/30, loss: 1.9468, acc: 0.8705
(TESTING) task: 5, epoch: 17/30, loss: 1.9481, acc: 0.8663
(TESTING) task: 5, epoch: 17/30, loss: 1.9469, acc: 0.8693
(TESTING) task: 5, epoch: 17/30, loss: 1.9471, acc: 0.8681
(TESTING) task: 5, epoch: 17/30, loss: 1.9481, acc: 0.8682
(TESTING) task: 5, epoch: 17/30, loss: 1.9485, acc: 0.8657
(TESTING) task: 5, epoch: 17/30, loss: 1.9496, acc: 0.8646
(TESTING) task: 5, epoch: 17/30, loss: 1.9496, acc: 0.8648
(TESTING) task: 5, epoch: 17/30, loss: 1.9503, acc: 0.8625
(TESTING) task: 5, epoch: 17/30, loss: 1.9480, acc: 0.8640
(TESTING) task: 5, epoch: 17/30, loss: 1.9475, acc: 0.8642
(TESTING) task: 5, epoch: 17/30, loss: 1.9472, acc: 0.8644
(TESTING) task: 5, epoch: 17/30, loss: 1.9479, acc: 0.8623
(TESTING) task: 5, epoch: 17/30, loss: 1.9495, acc: 0.8602
(TESTING) task: 5, epoch: 17/30, loss: 1.9488, acc: 0.8616
(TESTING) task: 5, epoch: 17/30, loss: 1.9493, acc: 0.8596
(TESTING) task: 5, epoch: 17/30, loss: 1.9481, acc: 0.8621
(TESTING) task: 5, epoch: 17/30, loss: 1.9489, acc: 0.8612
(TESTING) task: 5, epoch: 17/30, loss: 1.9497, acc: 0.8583
(TESTING) task: 5, epoch: 17/30, loss: 1.9512, acc: 0.8576
(TESTING) task: 5, epoch: 17/30, loss: 1.9511, acc: 0.8579
(TESTING) task: 5, epoch: 17/30, loss: 1.9506, acc: 0.8601
(TRAINING) task: 5, epoch: 18/30, loss: 1.9290, acc: 0.8633
(TRAINING) task: 5, epoch: 18/30, loss: 1.9344, acc: 0.8574
(TRAINING) task: 5, epoch: 18/30, loss: 1.9412, acc: 0.8620
(TRAINING) task: 5, epoch: 18/30, loss: 1.9429, acc: 0.8623
(TRAINING) task: 5, epoch: 18/30, loss: 1.9419, acc: 0.8633
(TRAINING) task: 5, epoch: 18/30, loss: 1.9433, acc: 0.8594
(TRAINING) task: 5, epoch: 18/30, loss: 1.9457, acc: 0.8583
(TRAINING) task: 5, epoch: 18/30, loss: 1.9444, acc: 0.8604
(TRAINING) task: 5, epoch: 18/30, loss: 1.9439, acc: 0.8611
(TRAINING) task: 5, epoch: 18/30, loss: 1.9420, acc: 0.8633
(TRAINING) task: 5, epoch: 18/30, loss: 1.9426, acc: 0.8615
(TRAINING) task: 5, epoch: 18/30, loss: 1.9423, acc: 0.8617
(TRAINING) task: 5, epoch: 18/30, loss: 1.9414, acc: 0.8621
(TRAINING) task: 5, epoch: 18/30, loss: 1.9396, acc: 0.8636
(TRAINING) task: 5, epoch: 18/30, loss: 1.9398, acc: 0.8609
(TRAINING) task: 5, epoch: 18/30, loss: 1.9389, acc: 0.8608
(TRAINING) task: 5, epoch: 18/30, loss: 1.9374, acc: 0.8612
(TRAINING) task: 5, epoch: 18/30, loss: 1.9368, acc: 0.8618
(TRAINING) task: 5, epoch: 18/30, loss: 1.9352, acc: 0.8633
(TRAINING) task: 5, epoch: 18/30, loss: 1.9341, acc: 0.8646
(TESTING) task: 5, epoch: 18/30, loss: 1.8717, acc: 0.9375
(TESTING) task: 5, epoch: 18/30, loss: 1.9324, acc: 0.8125
(TESTING) task: 5, epoch: 18/30, loss: 1.8915, acc: 0.8542
(TESTING) task: 5, epoch: 18/30, loss: 1.8949, acc: 0.8750
(TESTING) task: 5, epoch: 18/30, loss: 1.8953, acc: 0.8875
(TESTING) task: 5, epoch: 18/30, loss: 1.8919, acc: 0.8750
(TESTING) task: 5, epoch: 18/30, loss: 1.8980, acc: 0.8482
(TESTING) task: 5, epoch: 18/30, loss: 1.9046, acc: 0.8516
(TESTING) task: 5, epoch: 18/30, loss: 1.9120, acc: 0.8542
(TESTING) task: 5, epoch: 18/30, loss: 1.9130, acc: 0.8500
(TESTING) task: 5, epoch: 18/30, loss: 1.9142, acc: 0.8580
(TESTING) task: 5, epoch: 18/30, loss: 1.9089, acc: 0.8646
(TESTING) task: 5, epoch: 18/30, loss: 1.9131, acc: 0.8606
(TESTING) task: 5, epoch: 18/30, loss: 1.9159, acc: 0.8571
(TESTING) task: 5, epoch: 18/30, loss: 1.9164, acc: 0.8542
(TESTING) task: 5, epoch: 18/30, loss: 1.9232, acc: 0.8477
(TESTING) task: 5, epoch: 18/30, loss: 1.9260, acc: 0.8493
(TESTING) task: 5, epoch: 18/30, loss: 1.9232, acc: 0.8542
(TESTING) task: 5, epoch: 18/30, loss: 1.9256, acc: 0.8520
(TESTING) task: 5, epoch: 18/30, loss: 1.9257, acc: 0.8594
(TESTING) task: 5, epoch: 18/30, loss: 1.9245, acc: 0.8571
(TESTING) task: 5, epoch: 18/30, loss: 1.9261, acc: 0.8551
(TESTING) task: 5, epoch: 18/30, loss: 1.9274, acc: 0.8533
(TESTING) task: 5, epoch: 18/30, loss: 1.9295, acc: 0.8542
(TESTING) task: 5, epoch: 18/30, loss: 1.9341, acc: 0.8500
(TESTING) task: 5, epoch: 18/30, loss: 1.9328, acc: 0.8486
(TESTING) task: 5, epoch: 18/30, loss: 1.9314, acc: 0.8542
(TESTING) task: 5, epoch: 18/30, loss: 1.9330, acc: 0.8527
(TESTING) task: 5, epoch: 18/30, loss: 1.9346, acc: 0.8491
(TESTING) task: 5, epoch: 18/30, loss: 1.9328, acc: 0.8542
(TESTING) task: 5, epoch: 18/30, loss: 1.9315, acc: 0.8569
(TESTING) task: 5, epoch: 18/30, loss: 1.9331, acc: 0.8574
(TESTING) task: 5, epoch: 18/30, loss: 1.9326, acc: 0.8561
(TESTING) task: 5, epoch: 18/30, loss: 1.9343, acc: 0.8566
(TESTING) task: 5, epoch: 18/30, loss: 1.9340, acc: 0.8571
(TESTING) task: 5, epoch: 18/30, loss: 1.9329, acc: 0.8594
(TESTING) task: 5, epoch: 18/30, loss: 1.9345, acc: 0.8598
(TESTING) task: 5, epoch: 18/30, loss: 1.9332, acc: 0.8602
(TESTING) task: 5, epoch: 18/30, loss: 1.9314, acc: 0.8622
(TESTING) task: 5, epoch: 18/30, loss: 1.9325, acc: 0.8594
(TESTING) task: 5, epoch: 18/30, loss: 1.9298, acc: 0.8628
(TESTING) task: 5, epoch: 18/30, loss: 1.9290, acc: 0.8646
(TESTING) task: 5, epoch: 18/30, loss: 1.9279, acc: 0.8663
(TESTING) task: 5, epoch: 18/30, loss: 1.9278, acc: 0.8679
(TESTING) task: 5, epoch: 18/30, loss: 1.9283, acc: 0.8653
(TESTING) task: 5, epoch: 18/30, loss: 1.9288, acc: 0.8655
(TESTING) task: 5, epoch: 18/30, loss: 1.9290, acc: 0.8644
(TESTING) task: 5, epoch: 18/30, loss: 1.9273, acc: 0.8659
(TESTING) task: 5, epoch: 18/30, loss: 1.9272, acc: 0.8686
(TESTING) task: 5, epoch: 18/30, loss: 1.9273, acc: 0.8650
(TESTING) task: 5, epoch: 18/30, loss: 1.9260, acc: 0.8664
(TESTING) task: 5, epoch: 18/30, loss: 1.9260, acc: 0.8642
(TESTING) task: 5, epoch: 18/30, loss: 1.9254, acc: 0.8644
(TESTING) task: 5, epoch: 18/30, loss: 1.9254, acc: 0.8634
(TESTING) task: 5, epoch: 18/30, loss: 1.9260, acc: 0.8625
(TESTING) task: 5, epoch: 18/30, loss: 1.9258, acc: 0.8638
(TESTING) task: 5, epoch: 18/30, loss: 1.9271, acc: 0.8640
(TESTING) task: 5, epoch: 18/30, loss: 1.9279, acc: 0.8631
(TESTING) task: 5, epoch: 18/30, loss: 1.9265, acc: 0.8644
(TESTING) task: 5, epoch: 18/30, loss: 1.9269, acc: 0.8635
(TESTING) task: 5, epoch: 18/30, loss: 1.9269, acc: 0.8658
(TESTING) task: 5, epoch: 18/30, loss: 1.9271, acc: 0.8649
(TESTING) task: 5, epoch: 18/30, loss: 1.9289, acc: 0.8611
(TRAINING) task: 5, epoch: 19/30, loss: 1.9179, acc: 0.8711
(TRAINING) task: 5, epoch: 19/30, loss: 1.9246, acc: 0.8672
(TRAINING) task: 5, epoch: 19/30, loss: 1.9129, acc: 0.8802
(TRAINING) task: 5, epoch: 19/30, loss: 1.9150, acc: 0.8740
(TRAINING) task: 5, epoch: 19/30, loss: 1.9151, acc: 0.8742
(TRAINING) task: 5, epoch: 19/30, loss: 1.9208, acc: 0.8685
(TRAINING) task: 5, epoch: 19/30, loss: 1.9197, acc: 0.8683
(TRAINING) task: 5, epoch: 19/30, loss: 1.9186, acc: 0.8682
(TRAINING) task: 5, epoch: 19/30, loss: 1.9198, acc: 0.8698
(TRAINING) task: 5, epoch: 19/30, loss: 1.9189, acc: 0.8727
(TRAINING) task: 5, epoch: 19/30, loss: 1.9186, acc: 0.8707
(TRAINING) task: 5, epoch: 19/30, loss: 1.9191, acc: 0.8691
(TRAINING) task: 5, epoch: 19/30, loss: 1.9158, acc: 0.8720
(TRAINING) task: 5, epoch: 19/30, loss: 1.9160, acc: 0.8714
(TRAINING) task: 5, epoch: 19/30, loss: 1.9171, acc: 0.8695
(TRAINING) task: 5, epoch: 19/30, loss: 1.9154, acc: 0.8699
(TRAINING) task: 5, epoch: 19/30, loss: 1.9146, acc: 0.8686
(TRAINING) task: 5, epoch: 19/30, loss: 1.9142, acc: 0.8691
(TRAINING) task: 5, epoch: 19/30, loss: 1.9144, acc: 0.8676
(TRAINING) task: 5, epoch: 19/30, loss: 1.9128, acc: 0.8691
(TESTING) task: 5, epoch: 19/30, loss: 1.9385, acc: 0.8750
(TESTING) task: 5, epoch: 19/30, loss: 1.9129, acc: 0.9062
(TESTING) task: 5, epoch: 19/30, loss: 1.9331, acc: 0.8542
(TESTING) task: 5, epoch: 19/30, loss: 1.9148, acc: 0.8438
(TESTING) task: 5, epoch: 19/30, loss: 1.9296, acc: 0.8250
(TESTING) task: 5, epoch: 19/30, loss: 1.9346, acc: 0.8229
(TESTING) task: 5, epoch: 19/30, loss: 1.9156, acc: 0.8304
(TESTING) task: 5, epoch: 19/30, loss: 1.9143, acc: 0.8281
(TESTING) task: 5, epoch: 19/30, loss: 1.9219, acc: 0.8264
(TESTING) task: 5, epoch: 19/30, loss: 1.9230, acc: 0.8250
(TESTING) task: 5, epoch: 19/30, loss: 1.9203, acc: 0.8239
(TESTING) task: 5, epoch: 19/30, loss: 1.9221, acc: 0.8229
(TESTING) task: 5, epoch: 19/30, loss: 1.9229, acc: 0.8269
(TESTING) task: 5, epoch: 19/30, loss: 1.9164, acc: 0.8348
(TESTING) task: 5, epoch: 19/30, loss: 1.9123, acc: 0.8417
(TESTING) task: 5, epoch: 19/30, loss: 1.9119, acc: 0.8438
(TESTING) task: 5, epoch: 19/30, loss: 1.9075, acc: 0.8493
(TESTING) task: 5, epoch: 19/30, loss: 1.9096, acc: 0.8438
(TESTING) task: 5, epoch: 19/30, loss: 1.9057, acc: 0.8520
(TESTING) task: 5, epoch: 19/30, loss: 1.9037, acc: 0.8562
(TESTING) task: 5, epoch: 19/30, loss: 1.9069, acc: 0.8542
(TESTING) task: 5, epoch: 19/30, loss: 1.9084, acc: 0.8551
(TESTING) task: 5, epoch: 19/30, loss: 1.9124, acc: 0.8478
(TESTING) task: 5, epoch: 19/30, loss: 1.9099, acc: 0.8490
(TESTING) task: 5, epoch: 19/30, loss: 1.9096, acc: 0.8475
(TESTING) task: 5, epoch: 19/30, loss: 1.9100, acc: 0.8413
(TESTING) task: 5, epoch: 19/30, loss: 1.9077, acc: 0.8449
(TESTING) task: 5, epoch: 19/30, loss: 1.9097, acc: 0.8415
(TESTING) task: 5, epoch: 19/30, loss: 1.9068, acc: 0.8448
(TESTING) task: 5, epoch: 19/30, loss: 1.9076, acc: 0.8458
(TESTING) task: 5, epoch: 19/30, loss: 1.9117, acc: 0.8427
(TESTING) task: 5, epoch: 19/30, loss: 1.9105, acc: 0.8457
(TESTING) task: 5, epoch: 19/30, loss: 1.9096, acc: 0.8504
(TESTING) task: 5, epoch: 19/30, loss: 1.9130, acc: 0.8456
(TESTING) task: 5, epoch: 19/30, loss: 1.9125, acc: 0.8464
(TESTING) task: 5, epoch: 19/30, loss: 1.9133, acc: 0.8472
(TESTING) task: 5, epoch: 19/30, loss: 1.9127, acc: 0.8480
(TESTING) task: 5, epoch: 19/30, loss: 1.9119, acc: 0.8487
(TESTING) task: 5, epoch: 19/30, loss: 1.9118, acc: 0.8510
(TESTING) task: 5, epoch: 19/30, loss: 1.9122, acc: 0.8516
(TESTING) task: 5, epoch: 19/30, loss: 1.9142, acc: 0.8506
(TESTING) task: 5, epoch: 19/30, loss: 1.9139, acc: 0.8512
(TESTING) task: 5, epoch: 19/30, loss: 1.9147, acc: 0.8488
(TESTING) task: 5, epoch: 19/30, loss: 1.9146, acc: 0.8494
(TESTING) task: 5, epoch: 19/30, loss: 1.9135, acc: 0.8514
(TESTING) task: 5, epoch: 19/30, loss: 1.9138, acc: 0.8533
(TESTING) task: 5, epoch: 19/30, loss: 1.9143, acc: 0.8537
(TESTING) task: 5, epoch: 19/30, loss: 1.9140, acc: 0.8555
(TESTING) task: 5, epoch: 19/30, loss: 1.9143, acc: 0.8559
(TESTING) task: 5, epoch: 19/30, loss: 1.9148, acc: 0.8562
(TESTING) task: 5, epoch: 19/30, loss: 1.9138, acc: 0.8578
(TESTING) task: 5, epoch: 19/30, loss: 1.9127, acc: 0.8594
(TESTING) task: 5, epoch: 19/30, loss: 1.9104, acc: 0.8608
(TESTING) task: 5, epoch: 19/30, loss: 1.9105, acc: 0.8611
(TESTING) task: 5, epoch: 19/30, loss: 1.9110, acc: 0.8636
(TESTING) task: 5, epoch: 19/30, loss: 1.9106, acc: 0.8650
(TESTING) task: 5, epoch: 19/30, loss: 1.9114, acc: 0.8651
(TESTING) task: 5, epoch: 19/30, loss: 1.9119, acc: 0.8653
(TESTING) task: 5, epoch: 19/30, loss: 1.9126, acc: 0.8633
(TESTING) task: 5, epoch: 19/30, loss: 1.9122, acc: 0.8646
(TESTING) task: 5, epoch: 19/30, loss: 1.9133, acc: 0.8648
(TESTING) task: 5, epoch: 19/30, loss: 1.9133, acc: 0.8649
(TESTING) task: 5, epoch: 19/30, loss: 1.9134, acc: 0.8631
(TRAINING) task: 5, epoch: 20/30, loss: 1.9112, acc: 0.8516
(TRAINING) task: 5, epoch: 20/30, loss: 1.9132, acc: 0.8594
(TRAINING) task: 5, epoch: 20/30, loss: 1.9093, acc: 0.8594
(TRAINING) task: 5, epoch: 20/30, loss: 1.9030, acc: 0.8643
(TRAINING) task: 5, epoch: 20/30, loss: 1.9021, acc: 0.8625
(TRAINING) task: 5, epoch: 20/30, loss: 1.9040, acc: 0.8652
(TRAINING) task: 5, epoch: 20/30, loss: 1.9055, acc: 0.8661
(TRAINING) task: 5, epoch: 20/30, loss: 1.9056, acc: 0.8667
(TRAINING) task: 5, epoch: 20/30, loss: 1.9053, acc: 0.8676
(TRAINING) task: 5, epoch: 20/30, loss: 1.9039, acc: 0.8695
(TRAINING) task: 5, epoch: 20/30, loss: 1.9040, acc: 0.8672
(TRAINING) task: 5, epoch: 20/30, loss: 1.9038, acc: 0.8675
(TRAINING) task: 5, epoch: 20/30, loss: 1.9042, acc: 0.8660
(TRAINING) task: 5, epoch: 20/30, loss: 1.9033, acc: 0.8672
(TRAINING) task: 5, epoch: 20/30, loss: 1.9045, acc: 0.8674
(TRAINING) task: 5, epoch: 20/30, loss: 1.9039, acc: 0.8689
(TRAINING) task: 5, epoch: 20/30, loss: 1.9038, acc: 0.8693
(TRAINING) task: 5, epoch: 20/30, loss: 1.9054, acc: 0.8665
(TRAINING) task: 5, epoch: 20/30, loss: 1.9046, acc: 0.8662
(TRAINING) task: 5, epoch: 20/30, loss: 1.9048, acc: 0.8648
(TESTING) task: 5, epoch: 20/30, loss: 1.9899, acc: 0.7500
(TESTING) task: 5, epoch: 20/30, loss: 1.9875, acc: 0.8125
(TESTING) task: 5, epoch: 20/30, loss: 1.9447, acc: 0.8542
(TESTING) task: 5, epoch: 20/30, loss: 1.9001, acc: 0.8750
(TESTING) task: 5, epoch: 20/30, loss: 1.8848, acc: 0.8875
(TESTING) task: 5, epoch: 20/30, loss: 1.8952, acc: 0.8750
(TESTING) task: 5, epoch: 20/30, loss: 1.8918, acc: 0.8750
(TESTING) task: 5, epoch: 20/30, loss: 1.8997, acc: 0.8828
(TESTING) task: 5, epoch: 20/30, loss: 1.8914, acc: 0.8889
(TESTING) task: 5, epoch: 20/30, loss: 1.8969, acc: 0.8875
(TESTING) task: 5, epoch: 20/30, loss: 1.9024, acc: 0.8807
(TESTING) task: 5, epoch: 20/30, loss: 1.8987, acc: 0.8906
(TESTING) task: 5, epoch: 20/30, loss: 1.9003, acc: 0.8942
(TESTING) task: 5, epoch: 20/30, loss: 1.9069, acc: 0.8884
(TESTING) task: 5, epoch: 20/30, loss: 1.9070, acc: 0.8958
(TESTING) task: 5, epoch: 20/30, loss: 1.9057, acc: 0.8945
(TESTING) task: 5, epoch: 20/30, loss: 1.9023, acc: 0.8934
(TESTING) task: 5, epoch: 20/30, loss: 1.9016, acc: 0.8854
(TESTING) task: 5, epoch: 20/30, loss: 1.9025, acc: 0.8849
(TESTING) task: 5, epoch: 20/30, loss: 1.9012, acc: 0.8844
(TESTING) task: 5, epoch: 20/30, loss: 1.9016, acc: 0.8810
(TESTING) task: 5, epoch: 20/30, loss: 1.9017, acc: 0.8807
(TESTING) task: 5, epoch: 20/30, loss: 1.9014, acc: 0.8804
(TESTING) task: 5, epoch: 20/30, loss: 1.9024, acc: 0.8776
(TESTING) task: 5, epoch: 20/30, loss: 1.9039, acc: 0.8725
(TESTING) task: 5, epoch: 20/30, loss: 1.9042, acc: 0.8726
(TESTING) task: 5, epoch: 20/30, loss: 1.9022, acc: 0.8727
(TESTING) task: 5, epoch: 20/30, loss: 1.9017, acc: 0.8750
(TESTING) task: 5, epoch: 20/30, loss: 1.9018, acc: 0.8750
(TESTING) task: 5, epoch: 20/30, loss: 1.9017, acc: 0.8750
(TESTING) task: 5, epoch: 20/30, loss: 1.9023, acc: 0.8710
(TESTING) task: 5, epoch: 20/30, loss: 1.9052, acc: 0.8672
(TESTING) task: 5, epoch: 20/30, loss: 1.9036, acc: 0.8674
(TESTING) task: 5, epoch: 20/30, loss: 1.9034, acc: 0.8658
(TESTING) task: 5, epoch: 20/30, loss: 1.9028, acc: 0.8661
(TESTING) task: 5, epoch: 20/30, loss: 1.9037, acc: 0.8628
(TESTING) task: 5, epoch: 20/30, loss: 1.9058, acc: 0.8615
(TESTING) task: 5, epoch: 20/30, loss: 1.9069, acc: 0.8602
(TESTING) task: 5, epoch: 20/30, loss: 1.9066, acc: 0.8622
(TESTING) task: 5, epoch: 20/30, loss: 1.9037, acc: 0.8656
(TESTING) task: 5, epoch: 20/30, loss: 1.9050, acc: 0.8613
(TESTING) task: 5, epoch: 20/30, loss: 1.9050, acc: 0.8601
(TESTING) task: 5, epoch: 20/30, loss: 1.9046, acc: 0.8619
(TESTING) task: 5, epoch: 20/30, loss: 1.9062, acc: 0.8594
(TESTING) task: 5, epoch: 20/30, loss: 1.9083, acc: 0.8583
(TESTING) task: 5, epoch: 20/30, loss: 1.9085, acc: 0.8601
(TESTING) task: 5, epoch: 20/30, loss: 1.9084, acc: 0.8617
(TESTING) task: 5, epoch: 20/30, loss: 1.9087, acc: 0.8607
(TESTING) task: 5, epoch: 20/30, loss: 1.9088, acc: 0.8610
(TESTING) task: 5, epoch: 20/30, loss: 1.9069, acc: 0.8638
(TESTING) task: 5, epoch: 20/30, loss: 1.9066, acc: 0.8640
(TESTING) task: 5, epoch: 20/30, loss: 1.9053, acc: 0.8666
(TESTING) task: 5, epoch: 20/30, loss: 1.9065, acc: 0.8656
(TESTING) task: 5, epoch: 20/30, loss: 1.9061, acc: 0.8646
(TESTING) task: 5, epoch: 20/30, loss: 1.9072, acc: 0.8636
(TESTING) task: 5, epoch: 20/30, loss: 1.9067, acc: 0.8638
(TESTING) task: 5, epoch: 20/30, loss: 1.9056, acc: 0.8651
(TESTING) task: 5, epoch: 20/30, loss: 1.9038, acc: 0.8664
(TESTING) task: 5, epoch: 20/30, loss: 1.9035, acc: 0.8676
(TESTING) task: 5, epoch: 20/30, loss: 1.9046, acc: 0.8656
(TESTING) task: 5, epoch: 20/30, loss: 1.9060, acc: 0.8637
(TESTING) task: 5, epoch: 20/30, loss: 1.9075, acc: 0.8609
(TESTING) task: 5, epoch: 20/30, loss: 1.9095, acc: 0.8591
(TRAINING) task: 5, epoch: 21/30, loss: 1.9054, acc: 0.8359
(TRAINING) task: 5, epoch: 21/30, loss: 1.9160, acc: 0.8496
(TRAINING) task: 5, epoch: 21/30, loss: 1.9115, acc: 0.8490
(TRAINING) task: 5, epoch: 21/30, loss: 1.9102, acc: 0.8525
(TRAINING) task: 5, epoch: 21/30, loss: 1.9053, acc: 0.8641
(TRAINING) task: 5, epoch: 21/30, loss: 1.9031, acc: 0.8678
(TRAINING) task: 5, epoch: 21/30, loss: 1.9021, acc: 0.8672
(TRAINING) task: 5, epoch: 21/30, loss: 1.8996, acc: 0.8701
(TRAINING) task: 5, epoch: 21/30, loss: 1.8991, acc: 0.8694
(TRAINING) task: 5, epoch: 21/30, loss: 1.8997, acc: 0.8664
(TRAINING) task: 5, epoch: 21/30, loss: 1.8992, acc: 0.8672
(TRAINING) task: 5, epoch: 21/30, loss: 1.9002, acc: 0.8662
(TRAINING) task: 5, epoch: 21/30, loss: 1.8975, acc: 0.8684
(TRAINING) task: 5, epoch: 21/30, loss: 1.8958, acc: 0.8683
(TRAINING) task: 5, epoch: 21/30, loss: 1.8956, acc: 0.8688
(TRAINING) task: 5, epoch: 21/30, loss: 1.8957, acc: 0.8682
(TRAINING) task: 5, epoch: 21/30, loss: 1.8961, acc: 0.8665
(TRAINING) task: 5, epoch: 21/30, loss: 1.8962, acc: 0.8655
(TRAINING) task: 5, epoch: 21/30, loss: 1.8950, acc: 0.8678
(TRAINING) task: 5, epoch: 21/30, loss: 1.8934, acc: 0.8685
(TESTING) task: 5, epoch: 21/30, loss: 1.8888, acc: 0.7500
(TESTING) task: 5, epoch: 21/30, loss: 1.8813, acc: 0.8125
(TESTING) task: 5, epoch: 21/30, loss: 1.9157, acc: 0.8125
(TESTING) task: 5, epoch: 21/30, loss: 1.9167, acc: 0.8281
(TESTING) task: 5, epoch: 21/30, loss: 1.9161, acc: 0.8375
(TESTING) task: 5, epoch: 21/30, loss: 1.9096, acc: 0.8438
(TESTING) task: 5, epoch: 21/30, loss: 1.8967, acc: 0.8482
(TESTING) task: 5, epoch: 21/30, loss: 1.8965, acc: 0.8516
(TESTING) task: 5, epoch: 21/30, loss: 1.8987, acc: 0.8542
(TESTING) task: 5, epoch: 21/30, loss: 1.9056, acc: 0.8500
(TESTING) task: 5, epoch: 21/30, loss: 1.9090, acc: 0.8409
(TESTING) task: 5, epoch: 21/30, loss: 1.9155, acc: 0.8385
(TESTING) task: 5, epoch: 21/30, loss: 1.9145, acc: 0.8413
(TESTING) task: 5, epoch: 21/30, loss: 1.9175, acc: 0.8259
(TESTING) task: 5, epoch: 21/30, loss: 1.9122, acc: 0.8333
(TESTING) task: 5, epoch: 21/30, loss: 1.9121, acc: 0.8359
(TESTING) task: 5, epoch: 21/30, loss: 1.9098, acc: 0.8346
(TESTING) task: 5, epoch: 21/30, loss: 1.9097, acc: 0.8438
(TESTING) task: 5, epoch: 21/30, loss: 1.9040, acc: 0.8487
(TESTING) task: 5, epoch: 21/30, loss: 1.8999, acc: 0.8500
(TESTING) task: 5, epoch: 21/30, loss: 1.8987, acc: 0.8571
(TESTING) task: 5, epoch: 21/30, loss: 1.9003, acc: 0.8523
(TESTING) task: 5, epoch: 21/30, loss: 1.8972, acc: 0.8587
(TESTING) task: 5, epoch: 21/30, loss: 1.8932, acc: 0.8620
(TESTING) task: 5, epoch: 21/30, loss: 1.8933, acc: 0.8600
(TESTING) task: 5, epoch: 21/30, loss: 1.8912, acc: 0.8606
(TESTING) task: 5, epoch: 21/30, loss: 1.8938, acc: 0.8542
(TESTING) task: 5, epoch: 21/30, loss: 1.8941, acc: 0.8549
(TESTING) task: 5, epoch: 21/30, loss: 1.8927, acc: 0.8578
(TESTING) task: 5, epoch: 21/30, loss: 1.8929, acc: 0.8583
(TESTING) task: 5, epoch: 21/30, loss: 1.8956, acc: 0.8548
(TESTING) task: 5, epoch: 21/30, loss: 1.8938, acc: 0.8594
(TESTING) task: 5, epoch: 21/30, loss: 1.8943, acc: 0.8561
(TESTING) task: 5, epoch: 21/30, loss: 1.8946, acc: 0.8548
(TESTING) task: 5, epoch: 21/30, loss: 1.8931, acc: 0.8554
(TESTING) task: 5, epoch: 21/30, loss: 1.8930, acc: 0.8594
(TESTING) task: 5, epoch: 21/30, loss: 1.8929, acc: 0.8615
(TESTING) task: 5, epoch: 21/30, loss: 1.8939, acc: 0.8602
(TESTING) task: 5, epoch: 21/30, loss: 1.8937, acc: 0.8606
(TESTING) task: 5, epoch: 21/30, loss: 1.8921, acc: 0.8625
(TESTING) task: 5, epoch: 21/30, loss: 1.8909, acc: 0.8628
(TESTING) task: 5, epoch: 21/30, loss: 1.8909, acc: 0.8601
(TESTING) task: 5, epoch: 21/30, loss: 1.8920, acc: 0.8605
(TESTING) task: 5, epoch: 21/30, loss: 1.8916, acc: 0.8608
(TESTING) task: 5, epoch: 21/30, loss: 1.8909, acc: 0.8625
(TESTING) task: 5, epoch: 21/30, loss: 1.8933, acc: 0.8614
(TESTING) task: 5, epoch: 21/30, loss: 1.8930, acc: 0.8604
(TESTING) task: 5, epoch: 21/30, loss: 1.8918, acc: 0.8607
(TESTING) task: 5, epoch: 21/30, loss: 1.8931, acc: 0.8597
(TESTING) task: 5, epoch: 21/30, loss: 1.8924, acc: 0.8600
(TESTING) task: 5, epoch: 21/30, loss: 1.8927, acc: 0.8591
(TESTING) task: 5, epoch: 21/30, loss: 1.8915, acc: 0.8618
(TESTING) task: 5, epoch: 21/30, loss: 1.8913, acc: 0.8632
(TESTING) task: 5, epoch: 21/30, loss: 1.8907, acc: 0.8634
(TESTING) task: 5, epoch: 21/30, loss: 1.8896, acc: 0.8648
(TESTING) task: 5, epoch: 21/30, loss: 1.8905, acc: 0.8661
(TESTING) task: 5, epoch: 21/30, loss: 1.8907, acc: 0.8651
(TESTING) task: 5, epoch: 21/30, loss: 1.8904, acc: 0.8653
(TESTING) task: 5, epoch: 21/30, loss: 1.8896, acc: 0.8676
(TESTING) task: 5, epoch: 21/30, loss: 1.8909, acc: 0.8646
(TESTING) task: 5, epoch: 21/30, loss: 1.8933, acc: 0.8617
(TESTING) task: 5, epoch: 21/30, loss: 1.8934, acc: 0.8609
(TESTING) task: 5, epoch: 21/30, loss: 1.8948, acc: 0.8611
(TRAINING) task: 5, epoch: 22/30, loss: 1.8922, acc: 0.8711
(TRAINING) task: 5, epoch: 22/30, loss: 1.8941, acc: 0.8652
(TRAINING) task: 5, epoch: 22/30, loss: 1.8866, acc: 0.8659
(TRAINING) task: 5, epoch: 22/30, loss: 1.8820, acc: 0.8701
(TRAINING) task: 5, epoch: 22/30, loss: 1.8835, acc: 0.8703
(TRAINING) task: 5, epoch: 22/30, loss: 1.8827, acc: 0.8724
(TRAINING) task: 5, epoch: 22/30, loss: 1.8857, acc: 0.8733
(TRAINING) task: 5, epoch: 22/30, loss: 1.8835, acc: 0.8794
(TRAINING) task: 5, epoch: 22/30, loss: 1.8839, acc: 0.8767
(TRAINING) task: 5, epoch: 22/30, loss: 1.8840, acc: 0.8770
(TRAINING) task: 5, epoch: 22/30, loss: 1.8855, acc: 0.8743
(TRAINING) task: 5, epoch: 22/30, loss: 1.8849, acc: 0.8747
(TRAINING) task: 5, epoch: 22/30, loss: 1.8847, acc: 0.8735
(TRAINING) task: 5, epoch: 22/30, loss: 1.8844, acc: 0.8733
(TRAINING) task: 5, epoch: 22/30, loss: 1.8849, acc: 0.8721
(TRAINING) task: 5, epoch: 22/30, loss: 1.8848, acc: 0.8708
(TRAINING) task: 5, epoch: 22/30, loss: 1.8855, acc: 0.8702
(TRAINING) task: 5, epoch: 22/30, loss: 1.8841, acc: 0.8715
(TRAINING) task: 5, epoch: 22/30, loss: 1.8842, acc: 0.8707
(TRAINING) task: 5, epoch: 22/30, loss: 1.8832, acc: 0.8709
(TESTING) task: 5, epoch: 22/30, loss: 1.8419, acc: 0.8750
(TESTING) task: 5, epoch: 22/30, loss: 1.8708, acc: 0.8750
(TESTING) task: 5, epoch: 22/30, loss: 1.8722, acc: 0.8750
(TESTING) task: 5, epoch: 22/30, loss: 1.8789, acc: 0.8750
(TESTING) task: 5, epoch: 22/30, loss: 1.8761, acc: 0.8625
(TESTING) task: 5, epoch: 22/30, loss: 1.8787, acc: 0.8542
(TESTING) task: 5, epoch: 22/30, loss: 1.8720, acc: 0.8750
(TESTING) task: 5, epoch: 22/30, loss: 1.8730, acc: 0.8828
(TESTING) task: 5, epoch: 22/30, loss: 1.8834, acc: 0.8750
(TESTING) task: 5, epoch: 22/30, loss: 1.8886, acc: 0.8750
(TESTING) task: 5, epoch: 22/30, loss: 1.8961, acc: 0.8636
(TESTING) task: 5, epoch: 22/30, loss: 1.8974, acc: 0.8594
(TESTING) task: 5, epoch: 22/30, loss: 1.8999, acc: 0.8462
(TESTING) task: 5, epoch: 22/30, loss: 1.8974, acc: 0.8482
(TESTING) task: 5, epoch: 22/30, loss: 1.9069, acc: 0.8333
(TESTING) task: 5, epoch: 22/30, loss: 1.9002, acc: 0.8398
(TESTING) task: 5, epoch: 22/30, loss: 1.8988, acc: 0.8419
(TESTING) task: 5, epoch: 22/30, loss: 1.9020, acc: 0.8333
(TESTING) task: 5, epoch: 22/30, loss: 1.9039, acc: 0.8355
(TESTING) task: 5, epoch: 22/30, loss: 1.9004, acc: 0.8375
(TESTING) task: 5, epoch: 22/30, loss: 1.9054, acc: 0.8274
(TESTING) task: 5, epoch: 22/30, loss: 1.9062, acc: 0.8295
(TESTING) task: 5, epoch: 22/30, loss: 1.9040, acc: 0.8342
(TESTING) task: 5, epoch: 22/30, loss: 1.9015, acc: 0.8385
(TESTING) task: 5, epoch: 22/30, loss: 1.9023, acc: 0.8400
(TESTING) task: 5, epoch: 22/30, loss: 1.9015, acc: 0.8438
(TESTING) task: 5, epoch: 22/30, loss: 1.9005, acc: 0.8449
(TESTING) task: 5, epoch: 22/30, loss: 1.8995, acc: 0.8482
(TESTING) task: 5, epoch: 22/30, loss: 1.8981, acc: 0.8513
(TESTING) task: 5, epoch: 22/30, loss: 1.8962, acc: 0.8542
(TESTING) task: 5, epoch: 22/30, loss: 1.8972, acc: 0.8548
(TESTING) task: 5, epoch: 22/30, loss: 1.8991, acc: 0.8516
(TESTING) task: 5, epoch: 22/30, loss: 1.8989, acc: 0.8523
(TESTING) task: 5, epoch: 22/30, loss: 1.8950, acc: 0.8548
(TESTING) task: 5, epoch: 22/30, loss: 1.8936, acc: 0.8554
(TESTING) task: 5, epoch: 22/30, loss: 1.8960, acc: 0.8559
(TESTING) task: 5, epoch: 22/30, loss: 1.8946, acc: 0.8564
(TESTING) task: 5, epoch: 22/30, loss: 1.8941, acc: 0.8586
(TESTING) task: 5, epoch: 22/30, loss: 1.8934, acc: 0.8574
(TESTING) task: 5, epoch: 22/30, loss: 1.8915, acc: 0.8594
(TESTING) task: 5, epoch: 22/30, loss: 1.8922, acc: 0.8628
(TESTING) task: 5, epoch: 22/30, loss: 1.8930, acc: 0.8601
(TESTING) task: 5, epoch: 22/30, loss: 1.8912, acc: 0.8634
(TESTING) task: 5, epoch: 22/30, loss: 1.8914, acc: 0.8622
(TESTING) task: 5, epoch: 22/30, loss: 1.8906, acc: 0.8611
(TESTING) task: 5, epoch: 22/30, loss: 1.8907, acc: 0.8614
(TESTING) task: 5, epoch: 22/30, loss: 1.8903, acc: 0.8617
(TESTING) task: 5, epoch: 22/30, loss: 1.8900, acc: 0.8607
(TESTING) task: 5, epoch: 22/30, loss: 1.8877, acc: 0.8622
(TESTING) task: 5, epoch: 22/30, loss: 1.8886, acc: 0.8612
(TESTING) task: 5, epoch: 22/30, loss: 1.8889, acc: 0.8615
(TESTING) task: 5, epoch: 22/30, loss: 1.8896, acc: 0.8606
(TESTING) task: 5, epoch: 22/30, loss: 1.8910, acc: 0.8585
(TESTING) task: 5, epoch: 22/30, loss: 1.8890, acc: 0.8600
(TESTING) task: 5, epoch: 22/30, loss: 1.8904, acc: 0.8568
(TESTING) task: 5, epoch: 22/30, loss: 1.8907, acc: 0.8538
(TESTING) task: 5, epoch: 22/30, loss: 1.8904, acc: 0.8542
(TESTING) task: 5, epoch: 22/30, loss: 1.8896, acc: 0.8545
(TESTING) task: 5, epoch: 22/30, loss: 1.8899, acc: 0.8549
(TESTING) task: 5, epoch: 22/30, loss: 1.8894, acc: 0.8562
(TESTING) task: 5, epoch: 22/30, loss: 1.8875, acc: 0.8576
(TESTING) task: 5, epoch: 22/30, loss: 1.8885, acc: 0.8579
(TESTING) task: 5, epoch: 22/30, loss: 1.8894, acc: 0.8562
(TRAINING) task: 5, epoch: 23/30, loss: 1.8740, acc: 0.8594
(TRAINING) task: 5, epoch: 23/30, loss: 1.8801, acc: 0.8594
(TRAINING) task: 5, epoch: 23/30, loss: 1.8798, acc: 0.8581
(TRAINING) task: 5, epoch: 23/30, loss: 1.8764, acc: 0.8682
(TRAINING) task: 5, epoch: 23/30, loss: 1.8722, acc: 0.8727
(TRAINING) task: 5, epoch: 23/30, loss: 1.8746, acc: 0.8698
(TRAINING) task: 5, epoch: 23/30, loss: 1.8761, acc: 0.8694
(TRAINING) task: 5, epoch: 23/30, loss: 1.8781, acc: 0.8677
(TRAINING) task: 5, epoch: 23/30, loss: 1.8783, acc: 0.8672
(TRAINING) task: 5, epoch: 23/30, loss: 1.8796, acc: 0.8652
(TRAINING) task: 5, epoch: 23/30, loss: 1.8808, acc: 0.8597
(TRAINING) task: 5, epoch: 23/30, loss: 1.8787, acc: 0.8617
(TRAINING) task: 5, epoch: 23/30, loss: 1.8771, acc: 0.8630
(TRAINING) task: 5, epoch: 23/30, loss: 1.8768, acc: 0.8633
(TRAINING) task: 5, epoch: 23/30, loss: 1.8765, acc: 0.8648
(TRAINING) task: 5, epoch: 23/30, loss: 1.8772, acc: 0.8643
(TRAINING) task: 5, epoch: 23/30, loss: 1.8765, acc: 0.8653
(TRAINING) task: 5, epoch: 23/30, loss: 1.8756, acc: 0.8659
(TRAINING) task: 5, epoch: 23/30, loss: 1.8767, acc: 0.8660
(TRAINING) task: 5, epoch: 23/30, loss: 1.8761, acc: 0.8657
(TESTING) task: 5, epoch: 23/30, loss: 1.8676, acc: 0.8125
(TESTING) task: 5, epoch: 23/30, loss: 1.8565, acc: 0.8438
(TESTING) task: 5, epoch: 23/30, loss: 1.8840, acc: 0.8542
(TESTING) task: 5, epoch: 23/30, loss: 1.8838, acc: 0.8438
(TESTING) task: 5, epoch: 23/30, loss: 1.8947, acc: 0.8500
(TESTING) task: 5, epoch: 23/30, loss: 1.8934, acc: 0.8542
(TESTING) task: 5, epoch: 23/30, loss: 1.8844, acc: 0.8661
(TESTING) task: 5, epoch: 23/30, loss: 1.8871, acc: 0.8672
(TESTING) task: 5, epoch: 23/30, loss: 1.8842, acc: 0.8681
(TESTING) task: 5, epoch: 23/30, loss: 1.8749, acc: 0.8750
(TESTING) task: 5, epoch: 23/30, loss: 1.8641, acc: 0.8864
(TESTING) task: 5, epoch: 23/30, loss: 1.8685, acc: 0.8802
(TESTING) task: 5, epoch: 23/30, loss: 1.8663, acc: 0.8846
(TESTING) task: 5, epoch: 23/30, loss: 1.8717, acc: 0.8839
(TESTING) task: 5, epoch: 23/30, loss: 1.8732, acc: 0.8833
(TESTING) task: 5, epoch: 23/30, loss: 1.8741, acc: 0.8867
(TESTING) task: 5, epoch: 23/30, loss: 1.8755, acc: 0.8860
(TESTING) task: 5, epoch: 23/30, loss: 1.8773, acc: 0.8889
(TESTING) task: 5, epoch: 23/30, loss: 1.8782, acc: 0.8849
(TESTING) task: 5, epoch: 23/30, loss: 1.8787, acc: 0.8781
(TESTING) task: 5, epoch: 23/30, loss: 1.8798, acc: 0.8810
(TESTING) task: 5, epoch: 23/30, loss: 1.8784, acc: 0.8807
(TESTING) task: 5, epoch: 23/30, loss: 1.8788, acc: 0.8777
(TESTING) task: 5, epoch: 23/30, loss: 1.8778, acc: 0.8776
(TESTING) task: 5, epoch: 23/30, loss: 1.8779, acc: 0.8775
(TESTING) task: 5, epoch: 23/30, loss: 1.8799, acc: 0.8726
(TESTING) task: 5, epoch: 23/30, loss: 1.8774, acc: 0.8750
(TESTING) task: 5, epoch: 23/30, loss: 1.8783, acc: 0.8750
(TESTING) task: 5, epoch: 23/30, loss: 1.8786, acc: 0.8728
(TESTING) task: 5, epoch: 23/30, loss: 1.8799, acc: 0.8688
(TESTING) task: 5, epoch: 23/30, loss: 1.8797, acc: 0.8710
(TESTING) task: 5, epoch: 23/30, loss: 1.8805, acc: 0.8691
(TESTING) task: 5, epoch: 23/30, loss: 1.8818, acc: 0.8674
(TESTING) task: 5, epoch: 23/30, loss: 1.8816, acc: 0.8676
(TESTING) task: 5, epoch: 23/30, loss: 1.8806, acc: 0.8661
(TESTING) task: 5, epoch: 23/30, loss: 1.8830, acc: 0.8611
(TESTING) task: 5, epoch: 23/30, loss: 1.8855, acc: 0.8564
(TESTING) task: 5, epoch: 23/30, loss: 1.8859, acc: 0.8536
(TESTING) task: 5, epoch: 23/30, loss: 1.8857, acc: 0.8526
(TESTING) task: 5, epoch: 23/30, loss: 1.8852, acc: 0.8516
(TESTING) task: 5, epoch: 23/30, loss: 1.8863, acc: 0.8491
(TESTING) task: 5, epoch: 23/30, loss: 1.8852, acc: 0.8497
(TESTING) task: 5, epoch: 23/30, loss: 1.8837, acc: 0.8532
(TESTING) task: 5, epoch: 23/30, loss: 1.8844, acc: 0.8551
(TESTING) task: 5, epoch: 23/30, loss: 1.8848, acc: 0.8528
(TESTING) task: 5, epoch: 23/30, loss: 1.8874, acc: 0.8478
(TESTING) task: 5, epoch: 23/30, loss: 1.8860, acc: 0.8484
(TESTING) task: 5, epoch: 23/30, loss: 1.8863, acc: 0.8477
(TESTING) task: 5, epoch: 23/30, loss: 1.8844, acc: 0.8495
(TESTING) task: 5, epoch: 23/30, loss: 1.8839, acc: 0.8500
(TESTING) task: 5, epoch: 23/30, loss: 1.8829, acc: 0.8505
(TESTING) task: 5, epoch: 23/30, loss: 1.8811, acc: 0.8534
(TESTING) task: 5, epoch: 23/30, loss: 1.8803, acc: 0.8538
(TESTING) task: 5, epoch: 23/30, loss: 1.8799, acc: 0.8553
(TESTING) task: 5, epoch: 23/30, loss: 1.8793, acc: 0.8557
(TESTING) task: 5, epoch: 23/30, loss: 1.8809, acc: 0.8549
(TESTING) task: 5, epoch: 23/30, loss: 1.8801, acc: 0.8553
(TESTING) task: 5, epoch: 23/30, loss: 1.8809, acc: 0.8534
(TESTING) task: 5, epoch: 23/30, loss: 1.8802, acc: 0.8549
(TESTING) task: 5, epoch: 23/30, loss: 1.8792, acc: 0.8562
(TESTING) task: 5, epoch: 23/30, loss: 1.8799, acc: 0.8566
(TESTING) task: 5, epoch: 23/30, loss: 1.8801, acc: 0.8548
(TESTING) task: 5, epoch: 23/30, loss: 1.8791, acc: 0.8552
(TRAINING) task: 5, epoch: 24/30, loss: 1.8686, acc: 0.8672
(TRAINING) task: 5, epoch: 24/30, loss: 1.8692, acc: 0.8750
(TRAINING) task: 5, epoch: 24/30, loss: 1.8768, acc: 0.8633
(TRAINING) task: 5, epoch: 24/30, loss: 1.8707, acc: 0.8682
(TRAINING) task: 5, epoch: 24/30, loss: 1.8691, acc: 0.8711
(TRAINING) task: 5, epoch: 24/30, loss: 1.8668, acc: 0.8750
(TRAINING) task: 5, epoch: 24/30, loss: 1.8658, acc: 0.8733
(TRAINING) task: 5, epoch: 24/30, loss: 1.8684, acc: 0.8687
(TRAINING) task: 5, epoch: 24/30, loss: 1.8663, acc: 0.8715
(TRAINING) task: 5, epoch: 24/30, loss: 1.8660, acc: 0.8703
(TRAINING) task: 5, epoch: 24/30, loss: 1.8620, acc: 0.8739
(TRAINING) task: 5, epoch: 24/30, loss: 1.8635, acc: 0.8708
(TRAINING) task: 5, epoch: 24/30, loss: 1.8629, acc: 0.8705
(TRAINING) task: 5, epoch: 24/30, loss: 1.8639, acc: 0.8680
(TRAINING) task: 5, epoch: 24/30, loss: 1.8644, acc: 0.8685
(TRAINING) task: 5, epoch: 24/30, loss: 1.8638, acc: 0.8699
(TRAINING) task: 5, epoch: 24/30, loss: 1.8625, acc: 0.8709
(TRAINING) task: 5, epoch: 24/30, loss: 1.8623, acc: 0.8707
(TRAINING) task: 5, epoch: 24/30, loss: 1.8637, acc: 0.8678
(TRAINING) task: 5, epoch: 24/30, loss: 1.8639, acc: 0.8667
(TESTING) task: 5, epoch: 24/30, loss: 1.9127, acc: 0.8125
(TESTING) task: 5, epoch: 24/30, loss: 1.8889, acc: 0.8125
(TESTING) task: 5, epoch: 24/30, loss: 1.8578, acc: 0.8333
(TESTING) task: 5, epoch: 24/30, loss: 1.8718, acc: 0.8281
(TESTING) task: 5, epoch: 24/30, loss: 1.8658, acc: 0.8375
(TESTING) task: 5, epoch: 24/30, loss: 1.8802, acc: 0.8125
(TESTING) task: 5, epoch: 24/30, loss: 1.8736, acc: 0.8304
(TESTING) task: 5, epoch: 24/30, loss: 1.8792, acc: 0.8281
(TESTING) task: 5, epoch: 24/30, loss: 1.8765, acc: 0.8472
(TESTING) task: 5, epoch: 24/30, loss: 1.8843, acc: 0.8313
(TESTING) task: 5, epoch: 24/30, loss: 1.8904, acc: 0.8239
(TESTING) task: 5, epoch: 24/30, loss: 1.8880, acc: 0.8229
(TESTING) task: 5, epoch: 24/30, loss: 1.8863, acc: 0.8269
(TESTING) task: 5, epoch: 24/30, loss: 1.8904, acc: 0.8214
(TESTING) task: 5, epoch: 24/30, loss: 1.8832, acc: 0.8292
(TESTING) task: 5, epoch: 24/30, loss: 1.8844, acc: 0.8242
(TESTING) task: 5, epoch: 24/30, loss: 1.8817, acc: 0.8309
(TESTING) task: 5, epoch: 24/30, loss: 1.8821, acc: 0.8368
(TESTING) task: 5, epoch: 24/30, loss: 1.8811, acc: 0.8355
(TESTING) task: 5, epoch: 24/30, loss: 1.8767, acc: 0.8406
(TESTING) task: 5, epoch: 24/30, loss: 1.8735, acc: 0.8452
(TESTING) task: 5, epoch: 24/30, loss: 1.8699, acc: 0.8523
(TESTING) task: 5, epoch: 24/30, loss: 1.8676, acc: 0.8560
(TESTING) task: 5, epoch: 24/30, loss: 1.8688, acc: 0.8594
(TESTING) task: 5, epoch: 24/30, loss: 1.8690, acc: 0.8625
(TESTING) task: 5, epoch: 24/30, loss: 1.8641, acc: 0.8678
(TESTING) task: 5, epoch: 24/30, loss: 1.8628, acc: 0.8657
(TESTING) task: 5, epoch: 24/30, loss: 1.8593, acc: 0.8683
(TESTING) task: 5, epoch: 24/30, loss: 1.8605, acc: 0.8664
(TESTING) task: 5, epoch: 24/30, loss: 1.8626, acc: 0.8646
(TESTING) task: 5, epoch: 24/30, loss: 1.8621, acc: 0.8649
(TESTING) task: 5, epoch: 24/30, loss: 1.8622, acc: 0.8691
(TESTING) task: 5, epoch: 24/30, loss: 1.8609, acc: 0.8693
(TESTING) task: 5, epoch: 24/30, loss: 1.8609, acc: 0.8695
(TESTING) task: 5, epoch: 24/30, loss: 1.8629, acc: 0.8679
(TESTING) task: 5, epoch: 24/30, loss: 1.8630, acc: 0.8681
(TESTING) task: 5, epoch: 24/30, loss: 1.8627, acc: 0.8666
(TESTING) task: 5, epoch: 24/30, loss: 1.8624, acc: 0.8701
(TESTING) task: 5, epoch: 24/30, loss: 1.8635, acc: 0.8702
(TESTING) task: 5, epoch: 24/30, loss: 1.8658, acc: 0.8672
(TESTING) task: 5, epoch: 24/30, loss: 1.8654, acc: 0.8689
(TESTING) task: 5, epoch: 24/30, loss: 1.8633, acc: 0.8705
(TESTING) task: 5, epoch: 24/30, loss: 1.8625, acc: 0.8721
(TESTING) task: 5, epoch: 24/30, loss: 1.8631, acc: 0.8707
(TESTING) task: 5, epoch: 24/30, loss: 1.8625, acc: 0.8708
(TESTING) task: 5, epoch: 24/30, loss: 1.8610, acc: 0.8736
(TESTING) task: 5, epoch: 24/30, loss: 1.8641, acc: 0.8710
(TESTING) task: 5, epoch: 24/30, loss: 1.8665, acc: 0.8711
(TESTING) task: 5, epoch: 24/30, loss: 1.8683, acc: 0.8673
(TESTING) task: 5, epoch: 24/30, loss: 1.8673, acc: 0.8688
(TESTING) task: 5, epoch: 24/30, loss: 1.8680, acc: 0.8689
(TESTING) task: 5, epoch: 24/30, loss: 1.8696, acc: 0.8666
(TESTING) task: 5, epoch: 24/30, loss: 1.8687, acc: 0.8667
(TESTING) task: 5, epoch: 24/30, loss: 1.8685, acc: 0.8669
(TESTING) task: 5, epoch: 24/30, loss: 1.8690, acc: 0.8659
(TESTING) task: 5, epoch: 24/30, loss: 1.8686, acc: 0.8672
(TESTING) task: 5, epoch: 24/30, loss: 1.8675, acc: 0.8684
(TESTING) task: 5, epoch: 24/30, loss: 1.8657, acc: 0.8696
(TESTING) task: 5, epoch: 24/30, loss: 1.8662, acc: 0.8686
(TESTING) task: 5, epoch: 24/30, loss: 1.8653, acc: 0.8698
(TESTING) task: 5, epoch: 24/30, loss: 1.8656, acc: 0.8678
(TESTING) task: 5, epoch: 24/30, loss: 1.8656, acc: 0.8659
(TESTING) task: 5, epoch: 24/30, loss: 1.8656, acc: 0.8641
(TRAINING) task: 5, epoch: 25/30, loss: 1.8789, acc: 0.8320
(TRAINING) task: 5, epoch: 25/30, loss: 1.8678, acc: 0.8574
(TRAINING) task: 5, epoch: 25/30, loss: 1.8611, acc: 0.8607
(TRAINING) task: 5, epoch: 25/30, loss: 1.8620, acc: 0.8564
(TRAINING) task: 5, epoch: 25/30, loss: 1.8589, acc: 0.8664
(TRAINING) task: 5, epoch: 25/30, loss: 1.8567, acc: 0.8672
(TRAINING) task: 5, epoch: 25/30, loss: 1.8590, acc: 0.8644
(TRAINING) task: 5, epoch: 25/30, loss: 1.8570, acc: 0.8696
(TRAINING) task: 5, epoch: 25/30, loss: 1.8539, acc: 0.8772
(TRAINING) task: 5, epoch: 25/30, loss: 1.8545, acc: 0.8766
(TRAINING) task: 5, epoch: 25/30, loss: 1.8559, acc: 0.8743
(TRAINING) task: 5, epoch: 25/30, loss: 1.8554, acc: 0.8747
(TRAINING) task: 5, epoch: 25/30, loss: 1.8539, acc: 0.8759
(TRAINING) task: 5, epoch: 25/30, loss: 1.8539, acc: 0.8756
(TRAINING) task: 5, epoch: 25/30, loss: 1.8545, acc: 0.8747
(TRAINING) task: 5, epoch: 25/30, loss: 1.8553, acc: 0.8723
(TRAINING) task: 5, epoch: 25/30, loss: 1.8553, acc: 0.8720
(TRAINING) task: 5, epoch: 25/30, loss: 1.8561, acc: 0.8694
(TRAINING) task: 5, epoch: 25/30, loss: 1.8574, acc: 0.8686
(TRAINING) task: 5, epoch: 25/30, loss: 1.8572, acc: 0.8689
(TESTING) task: 5, epoch: 25/30, loss: 1.9171, acc: 0.8125
(TESTING) task: 5, epoch: 25/30, loss: 1.9294, acc: 0.7812
(TESTING) task: 5, epoch: 25/30, loss: 1.8840, acc: 0.8125
(TESTING) task: 5, epoch: 25/30, loss: 1.8629, acc: 0.8594
(TESTING) task: 5, epoch: 25/30, loss: 1.8669, acc: 0.8375
(TESTING) task: 5, epoch: 25/30, loss: 1.8632, acc: 0.8333
(TESTING) task: 5, epoch: 25/30, loss: 1.8532, acc: 0.8571
(TESTING) task: 5, epoch: 25/30, loss: 1.8442, acc: 0.8672
(TESTING) task: 5, epoch: 25/30, loss: 1.8365, acc: 0.8750
(TESTING) task: 5, epoch: 25/30, loss: 1.8334, acc: 0.8688
(TESTING) task: 5, epoch: 25/30, loss: 1.8463, acc: 0.8523
(TESTING) task: 5, epoch: 25/30, loss: 1.8444, acc: 0.8594
(TESTING) task: 5, epoch: 25/30, loss: 1.8447, acc: 0.8654
(TESTING) task: 5, epoch: 25/30, loss: 1.8493, acc: 0.8616
(TESTING) task: 5, epoch: 25/30, loss: 1.8545, acc: 0.8542
(TESTING) task: 5, epoch: 25/30, loss: 1.8600, acc: 0.8477
(TESTING) task: 5, epoch: 25/30, loss: 1.8559, acc: 0.8566
(TESTING) task: 5, epoch: 25/30, loss: 1.8568, acc: 0.8576
(TESTING) task: 5, epoch: 25/30, loss: 1.8535, acc: 0.8618
(TESTING) task: 5, epoch: 25/30, loss: 1.8527, acc: 0.8656
(TESTING) task: 5, epoch: 25/30, loss: 1.8520, acc: 0.8690
(TESTING) task: 5, epoch: 25/30, loss: 1.8562, acc: 0.8636
(TESTING) task: 5, epoch: 25/30, loss: 1.8564, acc: 0.8614
(TESTING) task: 5, epoch: 25/30, loss: 1.8597, acc: 0.8594
(TESTING) task: 5, epoch: 25/30, loss: 1.8578, acc: 0.8625
(TESTING) task: 5, epoch: 25/30, loss: 1.8564, acc: 0.8630
(TESTING) task: 5, epoch: 25/30, loss: 1.8570, acc: 0.8611
(TESTING) task: 5, epoch: 25/30, loss: 1.8610, acc: 0.8571
(TESTING) task: 5, epoch: 25/30, loss: 1.8623, acc: 0.8534
(TESTING) task: 5, epoch: 25/30, loss: 1.8616, acc: 0.8542
(TESTING) task: 5, epoch: 25/30, loss: 1.8627, acc: 0.8548
(TESTING) task: 5, epoch: 25/30, loss: 1.8637, acc: 0.8555
(TESTING) task: 5, epoch: 25/30, loss: 1.8633, acc: 0.8580
(TESTING) task: 5, epoch: 25/30, loss: 1.8642, acc: 0.8529
(TESTING) task: 5, epoch: 25/30, loss: 1.8667, acc: 0.8536
(TESTING) task: 5, epoch: 25/30, loss: 1.8682, acc: 0.8472
(TESTING) task: 5, epoch: 25/30, loss: 1.8690, acc: 0.8463
(TESTING) task: 5, epoch: 25/30, loss: 1.8700, acc: 0.8438
(TESTING) task: 5, epoch: 25/30, loss: 1.8695, acc: 0.8429
(TESTING) task: 5, epoch: 25/30, loss: 1.8676, acc: 0.8469
(TESTING) task: 5, epoch: 25/30, loss: 1.8678, acc: 0.8476
(TESTING) task: 5, epoch: 25/30, loss: 1.8681, acc: 0.8482
(TESTING) task: 5, epoch: 25/30, loss: 1.8683, acc: 0.8474
(TESTING) task: 5, epoch: 25/30, loss: 1.8696, acc: 0.8466
(TESTING) task: 5, epoch: 25/30, loss: 1.8683, acc: 0.8500
(TESTING) task: 5, epoch: 25/30, loss: 1.8710, acc: 0.8478
(TESTING) task: 5, epoch: 25/30, loss: 1.8709, acc: 0.8471
(TESTING) task: 5, epoch: 25/30, loss: 1.8696, acc: 0.8477
(TESTING) task: 5, epoch: 25/30, loss: 1.8713, acc: 0.8482
(TESTING) task: 5, epoch: 25/30, loss: 1.8714, acc: 0.8475
(TESTING) task: 5, epoch: 25/30, loss: 1.8707, acc: 0.8505
(TESTING) task: 5, epoch: 25/30, loss: 1.8702, acc: 0.8510
(TESTING) task: 5, epoch: 25/30, loss: 1.8711, acc: 0.8467
(TESTING) task: 5, epoch: 25/30, loss: 1.8701, acc: 0.8484
(TESTING) task: 5, epoch: 25/30, loss: 1.8700, acc: 0.8500
(TESTING) task: 5, epoch: 25/30, loss: 1.8692, acc: 0.8516
(TESTING) task: 5, epoch: 25/30, loss: 1.8677, acc: 0.8531
(TESTING) task: 5, epoch: 25/30, loss: 1.8673, acc: 0.8534
(TESTING) task: 5, epoch: 25/30, loss: 1.8656, acc: 0.8559
(TESTING) task: 5, epoch: 25/30, loss: 1.8654, acc: 0.8552
(TESTING) task: 5, epoch: 25/30, loss: 1.8660, acc: 0.8535
(TESTING) task: 5, epoch: 25/30, loss: 1.8664, acc: 0.8548
(TESTING) task: 5, epoch: 25/30, loss: 1.8661, acc: 0.8552
(TRAINING) task: 5, epoch: 26/30, loss: 1.8592, acc: 0.8516
(TRAINING) task: 5, epoch: 26/30, loss: 1.8613, acc: 0.8535
(TRAINING) task: 5, epoch: 26/30, loss: 1.8598, acc: 0.8542
(TRAINING) task: 5, epoch: 26/30, loss: 1.8587, acc: 0.8623
(TRAINING) task: 5, epoch: 26/30, loss: 1.8604, acc: 0.8633
(TRAINING) task: 5, epoch: 26/30, loss: 1.8580, acc: 0.8659
(TRAINING) task: 5, epoch: 26/30, loss: 1.8564, acc: 0.8672
(TRAINING) task: 5, epoch: 26/30, loss: 1.8554, acc: 0.8696
(TRAINING) task: 5, epoch: 26/30, loss: 1.8562, acc: 0.8668
(TRAINING) task: 5, epoch: 26/30, loss: 1.8568, acc: 0.8645
(TRAINING) task: 5, epoch: 26/30, loss: 1.8579, acc: 0.8633
(TRAINING) task: 5, epoch: 26/30, loss: 1.8589, acc: 0.8607
(TRAINING) task: 5, epoch: 26/30, loss: 1.8574, acc: 0.8606
(TRAINING) task: 5, epoch: 26/30, loss: 1.8555, acc: 0.8636
(TRAINING) task: 5, epoch: 26/30, loss: 1.8547, acc: 0.8648
(TRAINING) task: 5, epoch: 26/30, loss: 1.8547, acc: 0.8635
(TRAINING) task: 5, epoch: 26/30, loss: 1.8558, acc: 0.8617
(TRAINING) task: 5, epoch: 26/30, loss: 1.8556, acc: 0.8615
(TRAINING) task: 5, epoch: 26/30, loss: 1.8551, acc: 0.8641
(TRAINING) task: 5, epoch: 26/30, loss: 1.8561, acc: 0.8643
(TESTING) task: 5, epoch: 26/30, loss: 1.8087, acc: 1.0000
(TESTING) task: 5, epoch: 26/30, loss: 1.8630, acc: 0.9062
(TESTING) task: 5, epoch: 26/30, loss: 1.9065, acc: 0.8333
(TESTING) task: 5, epoch: 26/30, loss: 1.9078, acc: 0.8125
(TESTING) task: 5, epoch: 26/30, loss: 1.8825, acc: 0.8250
(TESTING) task: 5, epoch: 26/30, loss: 1.8776, acc: 0.8125
(TESTING) task: 5, epoch: 26/30, loss: 1.8806, acc: 0.8125
(TESTING) task: 5, epoch: 26/30, loss: 1.8848, acc: 0.7969
(TESTING) task: 5, epoch: 26/30, loss: 1.8771, acc: 0.8056
(TESTING) task: 5, epoch: 26/30, loss: 1.8772, acc: 0.8125
(TESTING) task: 5, epoch: 26/30, loss: 1.8752, acc: 0.8125
(TESTING) task: 5, epoch: 26/30, loss: 1.8767, acc: 0.8125
(TESTING) task: 5, epoch: 26/30, loss: 1.8741, acc: 0.8173
(TESTING) task: 5, epoch: 26/30, loss: 1.8688, acc: 0.8259
(TESTING) task: 5, epoch: 26/30, loss: 1.8605, acc: 0.8375
(TESTING) task: 5, epoch: 26/30, loss: 1.8615, acc: 0.8398
(TESTING) task: 5, epoch: 26/30, loss: 1.8559, acc: 0.8456
(TESTING) task: 5, epoch: 26/30, loss: 1.8526, acc: 0.8542
(TESTING) task: 5, epoch: 26/30, loss: 1.8517, acc: 0.8553
(TESTING) task: 5, epoch: 26/30, loss: 1.8519, acc: 0.8562
(TESTING) task: 5, epoch: 26/30, loss: 1.8500, acc: 0.8601
(TESTING) task: 5, epoch: 26/30, loss: 1.8464, acc: 0.8636
(TESTING) task: 5, epoch: 26/30, loss: 1.8497, acc: 0.8614
(TESTING) task: 5, epoch: 26/30, loss: 1.8524, acc: 0.8620
(TESTING) task: 5, epoch: 26/30, loss: 1.8548, acc: 0.8625
(TESTING) task: 5, epoch: 26/30, loss: 1.8560, acc: 0.8630
(TESTING) task: 5, epoch: 26/30, loss: 1.8537, acc: 0.8611
(TESTING) task: 5, epoch: 26/30, loss: 1.8546, acc: 0.8571
(TESTING) task: 5, epoch: 26/30, loss: 1.8503, acc: 0.8621
(TESTING) task: 5, epoch: 26/30, loss: 1.8515, acc: 0.8604
(TESTING) task: 5, epoch: 26/30, loss: 1.8523, acc: 0.8609
(TESTING) task: 5, epoch: 26/30, loss: 1.8543, acc: 0.8574
(TESTING) task: 5, epoch: 26/30, loss: 1.8545, acc: 0.8580
(TESTING) task: 5, epoch: 26/30, loss: 1.8517, acc: 0.8621
(TESTING) task: 5, epoch: 26/30, loss: 1.8511, acc: 0.8643
(TESTING) task: 5, epoch: 26/30, loss: 1.8529, acc: 0.8628
(TESTING) task: 5, epoch: 26/30, loss: 1.8529, acc: 0.8632
(TESTING) task: 5, epoch: 26/30, loss: 1.8554, acc: 0.8586
(TESTING) task: 5, epoch: 26/30, loss: 1.8539, acc: 0.8622
(TESTING) task: 5, epoch: 26/30, loss: 1.8524, acc: 0.8641
(TESTING) task: 5, epoch: 26/30, loss: 1.8510, acc: 0.8643
(TESTING) task: 5, epoch: 26/30, loss: 1.8520, acc: 0.8616
(TESTING) task: 5, epoch: 26/30, loss: 1.8513, acc: 0.8605
(TESTING) task: 5, epoch: 26/30, loss: 1.8514, acc: 0.8608
(TESTING) task: 5, epoch: 26/30, loss: 1.8503, acc: 0.8625
(TESTING) task: 5, epoch: 26/30, loss: 1.8510, acc: 0.8614
(TESTING) task: 5, epoch: 26/30, loss: 1.8519, acc: 0.8604
(TESTING) task: 5, epoch: 26/30, loss: 1.8529, acc: 0.8581
(TESTING) task: 5, epoch: 26/30, loss: 1.8513, acc: 0.8597
(TESTING) task: 5, epoch: 26/30, loss: 1.8515, acc: 0.8588
(TESTING) task: 5, epoch: 26/30, loss: 1.8523, acc: 0.8578
(TESTING) task: 5, epoch: 26/30, loss: 1.8524, acc: 0.8594
(TESTING) task: 5, epoch: 26/30, loss: 1.8538, acc: 0.8573
(TESTING) task: 5, epoch: 26/30, loss: 1.8538, acc: 0.8576
(TESTING) task: 5, epoch: 26/30, loss: 1.8546, acc: 0.8568
(TESTING) task: 5, epoch: 26/30, loss: 1.8539, acc: 0.8583
(TESTING) task: 5, epoch: 26/30, loss: 1.8540, acc: 0.8586
(TESTING) task: 5, epoch: 26/30, loss: 1.8553, acc: 0.8567
(TESTING) task: 5, epoch: 26/30, loss: 1.8549, acc: 0.8581
(TESTING) task: 5, epoch: 26/30, loss: 1.8547, acc: 0.8562
(TESTING) task: 5, epoch: 26/30, loss: 1.8546, acc: 0.8566
(TESTING) task: 5, epoch: 26/30, loss: 1.8541, acc: 0.8569
(TESTING) task: 5, epoch: 26/30, loss: 1.8554, acc: 0.8552
(TRAINING) task: 5, epoch: 27/30, loss: 1.8526, acc: 0.8555
(TRAINING) task: 5, epoch: 27/30, loss: 1.8580, acc: 0.8750
(TRAINING) task: 5, epoch: 27/30, loss: 1.8536, acc: 0.8724
(TRAINING) task: 5, epoch: 27/30, loss: 1.8508, acc: 0.8760
(TRAINING) task: 5, epoch: 27/30, loss: 1.8510, acc: 0.8727
(TRAINING) task: 5, epoch: 27/30, loss: 1.8469, acc: 0.8763
(TRAINING) task: 5, epoch: 27/30, loss: 1.8456, acc: 0.8789
(TRAINING) task: 5, epoch: 27/30, loss: 1.8424, acc: 0.8818
(TRAINING) task: 5, epoch: 27/30, loss: 1.8421, acc: 0.8793
(TRAINING) task: 5, epoch: 27/30, loss: 1.8469, acc: 0.8734
(TRAINING) task: 5, epoch: 27/30, loss: 1.8458, acc: 0.8732
(TRAINING) task: 5, epoch: 27/30, loss: 1.8470, acc: 0.8724
(TRAINING) task: 5, epoch: 27/30, loss: 1.8453, acc: 0.8726
(TRAINING) task: 5, epoch: 27/30, loss: 1.8460, acc: 0.8708
(TRAINING) task: 5, epoch: 27/30, loss: 1.8453, acc: 0.8719
(TRAINING) task: 5, epoch: 27/30, loss: 1.8452, acc: 0.8694
(TRAINING) task: 5, epoch: 27/30, loss: 1.8451, acc: 0.8683
(TRAINING) task: 5, epoch: 27/30, loss: 1.8430, acc: 0.8715
(TRAINING) task: 5, epoch: 27/30, loss: 1.8433, acc: 0.8717
(TRAINING) task: 5, epoch: 27/30, loss: 1.8423, acc: 0.8715
(TESTING) task: 5, epoch: 27/30, loss: 1.8357, acc: 0.8750
(TESTING) task: 5, epoch: 27/30, loss: 1.8480, acc: 0.8438
(TESTING) task: 5, epoch: 27/30, loss: 1.8333, acc: 0.8542
(TESTING) task: 5, epoch: 27/30, loss: 1.8260, acc: 0.8750
(TESTING) task: 5, epoch: 27/30, loss: 1.8240, acc: 0.8750
(TESTING) task: 5, epoch: 27/30, loss: 1.8214, acc: 0.8854
(TESTING) task: 5, epoch: 27/30, loss: 1.8142, acc: 0.8929
(TESTING) task: 5, epoch: 27/30, loss: 1.8228, acc: 0.8984
(TESTING) task: 5, epoch: 27/30, loss: 1.8229, acc: 0.8958
(TESTING) task: 5, epoch: 27/30, loss: 1.8248, acc: 0.8938
(TESTING) task: 5, epoch: 27/30, loss: 1.8292, acc: 0.8977
(TESTING) task: 5, epoch: 27/30, loss: 1.8349, acc: 0.8854
(TESTING) task: 5, epoch: 27/30, loss: 1.8326, acc: 0.8942
(TESTING) task: 5, epoch: 27/30, loss: 1.8311, acc: 0.8973
(TESTING) task: 5, epoch: 27/30, loss: 1.8379, acc: 0.8917
(TESTING) task: 5, epoch: 27/30, loss: 1.8352, acc: 0.8945
(TESTING) task: 5, epoch: 27/30, loss: 1.8328, acc: 0.9007
(TESTING) task: 5, epoch: 27/30, loss: 1.8309, acc: 0.9028
(TESTING) task: 5, epoch: 27/30, loss: 1.8365, acc: 0.8882
(TESTING) task: 5, epoch: 27/30, loss: 1.8349, acc: 0.8938
(TESTING) task: 5, epoch: 27/30, loss: 1.8372, acc: 0.8899
(TESTING) task: 5, epoch: 27/30, loss: 1.8338, acc: 0.8949
(TESTING) task: 5, epoch: 27/30, loss: 1.8333, acc: 0.8967
(TESTING) task: 5, epoch: 27/30, loss: 1.8307, acc: 0.8984
(TESTING) task: 5, epoch: 27/30, loss: 1.8290, acc: 0.9000
(TESTING) task: 5, epoch: 27/30, loss: 1.8298, acc: 0.8990
(TESTING) task: 5, epoch: 27/30, loss: 1.8301, acc: 0.8958
(TESTING) task: 5, epoch: 27/30, loss: 1.8309, acc: 0.8951
(TESTING) task: 5, epoch: 27/30, loss: 1.8283, acc: 0.8987
(TESTING) task: 5, epoch: 27/30, loss: 1.8300, acc: 0.9000
(TESTING) task: 5, epoch: 27/30, loss: 1.8323, acc: 0.8952
(TESTING) task: 5, epoch: 27/30, loss: 1.8313, acc: 0.8984
(TESTING) task: 5, epoch: 27/30, loss: 1.8319, acc: 0.8977
(TESTING) task: 5, epoch: 27/30, loss: 1.8344, acc: 0.8971
(TESTING) task: 5, epoch: 27/30, loss: 1.8343, acc: 0.8946
(TESTING) task: 5, epoch: 27/30, loss: 1.8340, acc: 0.8941
(TESTING) task: 5, epoch: 27/30, loss: 1.8382, acc: 0.8868
(TESTING) task: 5, epoch: 27/30, loss: 1.8384, acc: 0.8882
(TESTING) task: 5, epoch: 27/30, loss: 1.8379, acc: 0.8910
(TESTING) task: 5, epoch: 27/30, loss: 1.8358, acc: 0.8922
(TESTING) task: 5, epoch: 27/30, loss: 1.8372, acc: 0.8902
(TESTING) task: 5, epoch: 27/30, loss: 1.8386, acc: 0.8869
(TESTING) task: 5, epoch: 27/30, loss: 1.8383, acc: 0.8881
(TESTING) task: 5, epoch: 27/30, loss: 1.8385, acc: 0.8878
(TESTING) task: 5, epoch: 27/30, loss: 1.8408, acc: 0.8833
(TESTING) task: 5, epoch: 27/30, loss: 1.8429, acc: 0.8804
(TESTING) task: 5, epoch: 27/30, loss: 1.8426, acc: 0.8803
(TESTING) task: 5, epoch: 27/30, loss: 1.8411, acc: 0.8802
(TESTING) task: 5, epoch: 27/30, loss: 1.8411, acc: 0.8801
(TESTING) task: 5, epoch: 27/30, loss: 1.8430, acc: 0.8775
(TESTING) task: 5, epoch: 27/30, loss: 1.8423, acc: 0.8762
(TESTING) task: 5, epoch: 27/30, loss: 1.8415, acc: 0.8774
(TESTING) task: 5, epoch: 27/30, loss: 1.8408, acc: 0.8797
(TESTING) task: 5, epoch: 27/30, loss: 1.8407, acc: 0.8773
(TESTING) task: 5, epoch: 27/30, loss: 1.8412, acc: 0.8773
(TESTING) task: 5, epoch: 27/30, loss: 1.8435, acc: 0.8772
(TESTING) task: 5, epoch: 27/30, loss: 1.8437, acc: 0.8772
(TESTING) task: 5, epoch: 27/30, loss: 1.8436, acc: 0.8772
(TESTING) task: 5, epoch: 27/30, loss: 1.8447, acc: 0.8771
(TESTING) task: 5, epoch: 27/30, loss: 1.8459, acc: 0.8740
(TESTING) task: 5, epoch: 27/30, loss: 1.8464, acc: 0.8730
(TESTING) task: 5, epoch: 27/30, loss: 1.8462, acc: 0.8750
(TESTING) task: 5, epoch: 27/30, loss: 1.8468, acc: 0.8730
(TRAINING) task: 5, epoch: 28/30, loss: 1.8469, acc: 0.8633
(TRAINING) task: 5, epoch: 28/30, loss: 1.8365, acc: 0.8828
(TRAINING) task: 5, epoch: 28/30, loss: 1.8420, acc: 0.8711
(TRAINING) task: 5, epoch: 28/30, loss: 1.8387, acc: 0.8662
(TRAINING) task: 5, epoch: 28/30, loss: 1.8392, acc: 0.8672
(TRAINING) task: 5, epoch: 28/30, loss: 1.8399, acc: 0.8652
(TRAINING) task: 5, epoch: 28/30, loss: 1.8396, acc: 0.8694
(TRAINING) task: 5, epoch: 28/30, loss: 1.8396, acc: 0.8701
(TRAINING) task: 5, epoch: 28/30, loss: 1.8403, acc: 0.8663
(TRAINING) task: 5, epoch: 28/30, loss: 1.8415, acc: 0.8664
(TRAINING) task: 5, epoch: 28/30, loss: 1.8400, acc: 0.8675
(TRAINING) task: 5, epoch: 28/30, loss: 1.8403, acc: 0.8669
(TRAINING) task: 5, epoch: 28/30, loss: 1.8403, acc: 0.8675
(TRAINING) task: 5, epoch: 28/30, loss: 1.8406, acc: 0.8650
(TRAINING) task: 5, epoch: 28/30, loss: 1.8407, acc: 0.8667
(TRAINING) task: 5, epoch: 28/30, loss: 1.8400, acc: 0.8679
(TRAINING) task: 5, epoch: 28/30, loss: 1.8395, acc: 0.8681
(TRAINING) task: 5, epoch: 28/30, loss: 1.8379, acc: 0.8707
(TRAINING) task: 5, epoch: 28/30, loss: 1.8394, acc: 0.8694
(TRAINING) task: 5, epoch: 28/30, loss: 1.8389, acc: 0.8690
(TESTING) task: 5, epoch: 28/30, loss: 1.8147, acc: 0.9375
(TESTING) task: 5, epoch: 28/30, loss: 1.8011, acc: 0.8750
(TESTING) task: 5, epoch: 28/30, loss: 1.7904, acc: 0.8958
(TESTING) task: 5, epoch: 28/30, loss: 1.8195, acc: 0.8750
(TESTING) task: 5, epoch: 28/30, loss: 1.8279, acc: 0.8875
(TESTING) task: 5, epoch: 28/30, loss: 1.8296, acc: 0.8854
(TESTING) task: 5, epoch: 28/30, loss: 1.8160, acc: 0.8929
(TESTING) task: 5, epoch: 28/30, loss: 1.8147, acc: 0.8906
(TESTING) task: 5, epoch: 28/30, loss: 1.8338, acc: 0.8611
(TESTING) task: 5, epoch: 28/30, loss: 1.8303, acc: 0.8688
(TESTING) task: 5, epoch: 28/30, loss: 1.8328, acc: 0.8750
(TESTING) task: 5, epoch: 28/30, loss: 1.8363, acc: 0.8646
(TESTING) task: 5, epoch: 28/30, loss: 1.8342, acc: 0.8606
(TESTING) task: 5, epoch: 28/30, loss: 1.8433, acc: 0.8527
(TESTING) task: 5, epoch: 28/30, loss: 1.8422, acc: 0.8542
(TESTING) task: 5, epoch: 28/30, loss: 1.8448, acc: 0.8477
(TESTING) task: 5, epoch: 28/30, loss: 1.8518, acc: 0.8382
(TESTING) task: 5, epoch: 28/30, loss: 1.8498, acc: 0.8438
(TESTING) task: 5, epoch: 28/30, loss: 1.8523, acc: 0.8487
(TESTING) task: 5, epoch: 28/30, loss: 1.8563, acc: 0.8469
(TESTING) task: 5, epoch: 28/30, loss: 1.8540, acc: 0.8512
(TESTING) task: 5, epoch: 28/30, loss: 1.8533, acc: 0.8494
(TESTING) task: 5, epoch: 28/30, loss: 1.8512, acc: 0.8533
(TESTING) task: 5, epoch: 28/30, loss: 1.8533, acc: 0.8490
(TESTING) task: 5, epoch: 28/30, loss: 1.8533, acc: 0.8475
(TESTING) task: 5, epoch: 28/30, loss: 1.8536, acc: 0.8510
(TESTING) task: 5, epoch: 28/30, loss: 1.8532, acc: 0.8542
(TESTING) task: 5, epoch: 28/30, loss: 1.8526, acc: 0.8549
(TESTING) task: 5, epoch: 28/30, loss: 1.8535, acc: 0.8599
(TESTING) task: 5, epoch: 28/30, loss: 1.8514, acc: 0.8625
(TESTING) task: 5, epoch: 28/30, loss: 1.8497, acc: 0.8629
(TESTING) task: 5, epoch: 28/30, loss: 1.8468, acc: 0.8652
(TESTING) task: 5, epoch: 28/30, loss: 1.8458, acc: 0.8655
(TESTING) task: 5, epoch: 28/30, loss: 1.8501, acc: 0.8585
(TESTING) task: 5, epoch: 28/30, loss: 1.8498, acc: 0.8571
(TESTING) task: 5, epoch: 28/30, loss: 1.8489, acc: 0.8594
(TESTING) task: 5, epoch: 28/30, loss: 1.8484, acc: 0.8598
(TESTING) task: 5, epoch: 28/30, loss: 1.8491, acc: 0.8569
(TESTING) task: 5, epoch: 28/30, loss: 1.8488, acc: 0.8574
(TESTING) task: 5, epoch: 28/30, loss: 1.8484, acc: 0.8594
(TESTING) task: 5, epoch: 28/30, loss: 1.8461, acc: 0.8628
(TESTING) task: 5, epoch: 28/30, loss: 1.8439, acc: 0.8661
(TESTING) task: 5, epoch: 28/30, loss: 1.8437, acc: 0.8677
(TESTING) task: 5, epoch: 28/30, loss: 1.8436, acc: 0.8693
(TESTING) task: 5, epoch: 28/30, loss: 1.8421, acc: 0.8708
(TESTING) task: 5, epoch: 28/30, loss: 1.8418, acc: 0.8709
(TESTING) task: 5, epoch: 28/30, loss: 1.8427, acc: 0.8723
(TESTING) task: 5, epoch: 28/30, loss: 1.8437, acc: 0.8698
(TESTING) task: 5, epoch: 28/30, loss: 1.8446, acc: 0.8712
(TESTING) task: 5, epoch: 28/30, loss: 1.8451, acc: 0.8725
(TESTING) task: 5, epoch: 28/30, loss: 1.8441, acc: 0.8725
(TESTING) task: 5, epoch: 28/30, loss: 1.8454, acc: 0.8714
(TESTING) task: 5, epoch: 28/30, loss: 1.8472, acc: 0.8691
(TESTING) task: 5, epoch: 28/30, loss: 1.8470, acc: 0.8704
(TESTING) task: 5, epoch: 28/30, loss: 1.8472, acc: 0.8693
(TESTING) task: 5, epoch: 28/30, loss: 1.8488, acc: 0.8683
(TESTING) task: 5, epoch: 28/30, loss: 1.8498, acc: 0.8662
(TESTING) task: 5, epoch: 28/30, loss: 1.8505, acc: 0.8653
(TESTING) task: 5, epoch: 28/30, loss: 1.8506, acc: 0.8665
(TESTING) task: 5, epoch: 28/30, loss: 1.8511, acc: 0.8656
(TESTING) task: 5, epoch: 28/30, loss: 1.8507, acc: 0.8658
(TESTING) task: 5, epoch: 28/30, loss: 1.8495, acc: 0.8679
(TESTING) task: 5, epoch: 28/30, loss: 1.8485, acc: 0.8700
(TRAINING) task: 5, epoch: 29/30, loss: 1.8411, acc: 0.8672
(TRAINING) task: 5, epoch: 29/30, loss: 1.8368, acc: 0.8789
(TRAINING) task: 5, epoch: 29/30, loss: 1.8368, acc: 0.8841
(TRAINING) task: 5, epoch: 29/30, loss: 1.8381, acc: 0.8828
(TRAINING) task: 5, epoch: 29/30, loss: 1.8433, acc: 0.8742
(TRAINING) task: 5, epoch: 29/30, loss: 1.8440, acc: 0.8672
(TRAINING) task: 5, epoch: 29/30, loss: 1.8424, acc: 0.8689
(TRAINING) task: 5, epoch: 29/30, loss: 1.8438, acc: 0.8643
(TRAINING) task: 5, epoch: 29/30, loss: 1.8459, acc: 0.8602
(TRAINING) task: 5, epoch: 29/30, loss: 1.8426, acc: 0.8648
(TRAINING) task: 5, epoch: 29/30, loss: 1.8417, acc: 0.8665
(TRAINING) task: 5, epoch: 29/30, loss: 1.8412, acc: 0.8652
(TRAINING) task: 5, epoch: 29/30, loss: 1.8400, acc: 0.8669
(TRAINING) task: 5, epoch: 29/30, loss: 1.8405, acc: 0.8675
(TRAINING) task: 5, epoch: 29/30, loss: 1.8416, acc: 0.8674
(TRAINING) task: 5, epoch: 29/30, loss: 1.8408, acc: 0.8672
(TRAINING) task: 5, epoch: 29/30, loss: 1.8398, acc: 0.8674
(TRAINING) task: 5, epoch: 29/30, loss: 1.8387, acc: 0.8683
(TRAINING) task: 5, epoch: 29/30, loss: 1.8386, acc: 0.8686
(TRAINING) task: 5, epoch: 29/30, loss: 1.8380, acc: 0.8697
(TESTING) task: 5, epoch: 29/30, loss: 1.8309, acc: 0.8125
(TESTING) task: 5, epoch: 29/30, loss: 1.8091, acc: 0.8750
(TESTING) task: 5, epoch: 29/30, loss: 1.8398, acc: 0.8333
(TESTING) task: 5, epoch: 29/30, loss: 1.8218, acc: 0.8750
(TESTING) task: 5, epoch: 29/30, loss: 1.8375, acc: 0.8500
(TESTING) task: 5, epoch: 29/30, loss: 1.8539, acc: 0.8125
(TESTING) task: 5, epoch: 29/30, loss: 1.8594, acc: 0.8214
(TESTING) task: 5, epoch: 29/30, loss: 1.8642, acc: 0.8359
(TESTING) task: 5, epoch: 29/30, loss: 1.8614, acc: 0.8403
(TESTING) task: 5, epoch: 29/30, loss: 1.8538, acc: 0.8500
(TESTING) task: 5, epoch: 29/30, loss: 1.8524, acc: 0.8523
(TESTING) task: 5, epoch: 29/30, loss: 1.8501, acc: 0.8542
(TESTING) task: 5, epoch: 29/30, loss: 1.8484, acc: 0.8606
(TESTING) task: 5, epoch: 29/30, loss: 1.8539, acc: 0.8571
(TESTING) task: 5, epoch: 29/30, loss: 1.8530, acc: 0.8583
(TESTING) task: 5, epoch: 29/30, loss: 1.8526, acc: 0.8594
(TESTING) task: 5, epoch: 29/30, loss: 1.8490, acc: 0.8603
(TESTING) task: 5, epoch: 29/30, loss: 1.8457, acc: 0.8681
(TESTING) task: 5, epoch: 29/30, loss: 1.8496, acc: 0.8684
(TESTING) task: 5, epoch: 29/30, loss: 1.8515, acc: 0.8656
(TESTING) task: 5, epoch: 29/30, loss: 1.8508, acc: 0.8631
(TESTING) task: 5, epoch: 29/30, loss: 1.8534, acc: 0.8580
(TESTING) task: 5, epoch: 29/30, loss: 1.8549, acc: 0.8587
(TESTING) task: 5, epoch: 29/30, loss: 1.8539, acc: 0.8620
(TESTING) task: 5, epoch: 29/30, loss: 1.8536, acc: 0.8625
(TESTING) task: 5, epoch: 29/30, loss: 1.8533, acc: 0.8630
(TESTING) task: 5, epoch: 29/30, loss: 1.8503, acc: 0.8657
(TESTING) task: 5, epoch: 29/30, loss: 1.8485, acc: 0.8661
(TESTING) task: 5, epoch: 29/30, loss: 1.8498, acc: 0.8621
(TESTING) task: 5, epoch: 29/30, loss: 1.8509, acc: 0.8604
(TESTING) task: 5, epoch: 29/30, loss: 1.8511, acc: 0.8589
(TESTING) task: 5, epoch: 29/30, loss: 1.8506, acc: 0.8594
(TESTING) task: 5, epoch: 29/30, loss: 1.8519, acc: 0.8580
(TESTING) task: 5, epoch: 29/30, loss: 1.8533, acc: 0.8566
(TESTING) task: 5, epoch: 29/30, loss: 1.8520, acc: 0.8571
(TESTING) task: 5, epoch: 29/30, loss: 1.8505, acc: 0.8559
(TESTING) task: 5, epoch: 29/30, loss: 1.8516, acc: 0.8530
(TESTING) task: 5, epoch: 29/30, loss: 1.8511, acc: 0.8536
(TESTING) task: 5, epoch: 29/30, loss: 1.8489, acc: 0.8574
(TESTING) task: 5, epoch: 29/30, loss: 1.8482, acc: 0.8578
(TESTING) task: 5, epoch: 29/30, loss: 1.8478, acc: 0.8598
(TESTING) task: 5, epoch: 29/30, loss: 1.8488, acc: 0.8571
(TESTING) task: 5, epoch: 29/30, loss: 1.8520, acc: 0.8547
(TESTING) task: 5, epoch: 29/30, loss: 1.8510, acc: 0.8565
(TESTING) task: 5, epoch: 29/30, loss: 1.8502, acc: 0.8583
(TESTING) task: 5, epoch: 29/30, loss: 1.8501, acc: 0.8614
(TESTING) task: 5, epoch: 29/30, loss: 1.8508, acc: 0.8604
(TESTING) task: 5, epoch: 29/30, loss: 1.8500, acc: 0.8607
(TESTING) task: 5, epoch: 29/30, loss: 1.8488, acc: 0.8622
(TESTING) task: 5, epoch: 29/30, loss: 1.8486, acc: 0.8625
(TESTING) task: 5, epoch: 29/30, loss: 1.8502, acc: 0.8615
(TESTING) task: 5, epoch: 29/30, loss: 1.8499, acc: 0.8606
(TESTING) task: 5, epoch: 29/30, loss: 1.8487, acc: 0.8620
(TESTING) task: 5, epoch: 29/30, loss: 1.8474, acc: 0.8646
(TESTING) task: 5, epoch: 29/30, loss: 1.8487, acc: 0.8648
(TESTING) task: 5, epoch: 29/30, loss: 1.8477, acc: 0.8638
(TESTING) task: 5, epoch: 29/30, loss: 1.8470, acc: 0.8640
(TESTING) task: 5, epoch: 29/30, loss: 1.8470, acc: 0.8642
(TESTING) task: 5, epoch: 29/30, loss: 1.8456, acc: 0.8655
(TESTING) task: 5, epoch: 29/30, loss: 1.8450, acc: 0.8667
(TESTING) task: 5, epoch: 29/30, loss: 1.8452, acc: 0.8668
(TESTING) task: 5, epoch: 29/30, loss: 1.8459, acc: 0.8669
(TESTING) task: 5, epoch: 29/30, loss: 1.8458, acc: 0.8690
#params=56074
(TRAINING) task: 6, epoch: 0/30, loss: 2.3000, acc: 0.1016
(TRAINING) task: 6, epoch: 0/30, loss: 2.3006, acc: 0.1055
(TRAINING) task: 6, epoch: 0/30, loss: 2.3004, acc: 0.1133
(TRAINING) task: 6, epoch: 0/30, loss: 2.3002, acc: 0.1191
(TRAINING) task: 6, epoch: 0/30, loss: 2.2996, acc: 0.1266
(TRAINING) task: 6, epoch: 0/30, loss: 2.2992, acc: 0.1309
(TRAINING) task: 6, epoch: 0/30, loss: 2.2992, acc: 0.1311
(TRAINING) task: 6, epoch: 0/30, loss: 2.2989, acc: 0.1387
(TRAINING) task: 6, epoch: 0/30, loss: 2.2990, acc: 0.1389
(TRAINING) task: 6, epoch: 0/30, loss: 2.2990, acc: 0.1398
(TRAINING) task: 6, epoch: 0/30, loss: 2.2989, acc: 0.1381
(TRAINING) task: 6, epoch: 0/30, loss: 2.2987, acc: 0.1400
(TRAINING) task: 6, epoch: 0/30, loss: 2.2985, acc: 0.1418
(TRAINING) task: 6, epoch: 0/30, loss: 2.2982, acc: 0.1468
(TRAINING) task: 6, epoch: 0/30, loss: 2.2981, acc: 0.1471
(TRAINING) task: 6, epoch: 0/30, loss: 2.2981, acc: 0.1492
(TRAINING) task: 6, epoch: 0/30, loss: 2.2981, acc: 0.1482
(TRAINING) task: 6, epoch: 0/30, loss: 2.2979, acc: 0.1491
(TRAINING) task: 6, epoch: 0/30, loss: 2.2978, acc: 0.1495
(TRAINING) task: 6, epoch: 0/30, loss: 2.2977, acc: 0.1504
(TESTING) task: 6, epoch: 0/30, loss: 2.3003, acc: 0.0000
(TESTING) task: 6, epoch: 0/30, loss: 2.2949, acc: 0.1250
(TESTING) task: 6, epoch: 0/30, loss: 2.2935, acc: 0.1042
(TESTING) task: 6, epoch: 0/30, loss: 2.2923, acc: 0.1250
(TESTING) task: 6, epoch: 0/30, loss: 2.2947, acc: 0.1125
(TESTING) task: 6, epoch: 0/30, loss: 2.2909, acc: 0.1667
(TESTING) task: 6, epoch: 0/30, loss: 2.2919, acc: 0.1607
(TESTING) task: 6, epoch: 0/30, loss: 2.2897, acc: 0.1953
(TESTING) task: 6, epoch: 0/30, loss: 2.2908, acc: 0.1875
(TESTING) task: 6, epoch: 0/30, loss: 2.2916, acc: 0.1875
(TESTING) task: 6, epoch: 0/30, loss: 2.2922, acc: 0.1818
(TESTING) task: 6, epoch: 0/30, loss: 2.2924, acc: 0.1771
(TESTING) task: 6, epoch: 0/30, loss: 2.2925, acc: 0.1827
(TESTING) task: 6, epoch: 0/30, loss: 2.2926, acc: 0.1830
(TESTING) task: 6, epoch: 0/30, loss: 2.2927, acc: 0.1875
(TESTING) task: 6, epoch: 0/30, loss: 2.2924, acc: 0.1875
(TESTING) task: 6, epoch: 0/30, loss: 2.2927, acc: 0.1875
(TESTING) task: 6, epoch: 0/30, loss: 2.2929, acc: 0.1840
(TESTING) task: 6, epoch: 0/30, loss: 2.2928, acc: 0.1875
(TESTING) task: 6, epoch: 0/30, loss: 2.2932, acc: 0.1844
(TESTING) task: 6, epoch: 0/30, loss: 2.2931, acc: 0.1875
(TESTING) task: 6, epoch: 0/30, loss: 2.2930, acc: 0.1875
(TESTING) task: 6, epoch: 0/30, loss: 2.2926, acc: 0.1875
(TESTING) task: 6, epoch: 0/30, loss: 2.2929, acc: 0.1849
(TESTING) task: 6, epoch: 0/30, loss: 2.2929, acc: 0.1875
(TESTING) task: 6, epoch: 0/30, loss: 2.2927, acc: 0.1875
(TESTING) task: 6, epoch: 0/30, loss: 2.2929, acc: 0.1852
(TESTING) task: 6, epoch: 0/30, loss: 2.2927, acc: 0.1920
(TESTING) task: 6, epoch: 0/30, loss: 2.2926, acc: 0.1940
(TESTING) task: 6, epoch: 0/30, loss: 2.2926, acc: 0.1938
(TESTING) task: 6, epoch: 0/30, loss: 2.2925, acc: 0.1956
(TESTING) task: 6, epoch: 0/30, loss: 2.2924, acc: 0.1953
(TESTING) task: 6, epoch: 0/30, loss: 2.2926, acc: 0.1913
(TESTING) task: 6, epoch: 0/30, loss: 2.2925, acc: 0.1893
(TESTING) task: 6, epoch: 0/30, loss: 2.2929, acc: 0.1893
(TESTING) task: 6, epoch: 0/30, loss: 2.2931, acc: 0.1910
(TESTING) task: 6, epoch: 0/30, loss: 2.2929, acc: 0.1909
(TESTING) task: 6, epoch: 0/30, loss: 2.2930, acc: 0.1908
(TESTING) task: 6, epoch: 0/30, loss: 2.2930, acc: 0.1923
(TESTING) task: 6, epoch: 0/30, loss: 2.2931, acc: 0.1906
(TESTING) task: 6, epoch: 0/30, loss: 2.2932, acc: 0.1875
(TESTING) task: 6, epoch: 0/30, loss: 2.2935, acc: 0.1845
(TESTING) task: 6, epoch: 0/30, loss: 2.2936, acc: 0.1831
(TESTING) task: 6, epoch: 0/30, loss: 2.2938, acc: 0.1832
(TESTING) task: 6, epoch: 0/30, loss: 2.2938, acc: 0.1833
(TESTING) task: 6, epoch: 0/30, loss: 2.2937, acc: 0.1834
(TESTING) task: 6, epoch: 0/30, loss: 2.2937, acc: 0.1835
(TESTING) task: 6, epoch: 0/30, loss: 2.2937, acc: 0.1823
(TESTING) task: 6, epoch: 0/30, loss: 2.2938, acc: 0.1811
(TESTING) task: 6, epoch: 0/30, loss: 2.2939, acc: 0.1787
(TESTING) task: 6, epoch: 0/30, loss: 2.2940, acc: 0.1765
(TESTING) task: 6, epoch: 0/30, loss: 2.2941, acc: 0.1767
(TESTING) task: 6, epoch: 0/30, loss: 2.2942, acc: 0.1769
(TESTING) task: 6, epoch: 0/30, loss: 2.2941, acc: 0.1782
(TESTING) task: 6, epoch: 0/30, loss: 2.2941, acc: 0.1784
(TESTING) task: 6, epoch: 0/30, loss: 2.2940, acc: 0.1797
(TESTING) task: 6, epoch: 0/30, loss: 2.2942, acc: 0.1787
(TESTING) task: 6, epoch: 0/30, loss: 2.2941, acc: 0.1778
(TESTING) task: 6, epoch: 0/30, loss: 2.2943, acc: 0.1769
(TESTING) task: 6, epoch: 0/30, loss: 2.2943, acc: 0.1750
(TESTING) task: 6, epoch: 0/30, loss: 2.2944, acc: 0.1762
(TESTING) task: 6, epoch: 0/30, loss: 2.2944, acc: 0.1754
(TESTING) task: 6, epoch: 0/30, loss: 2.2944, acc: 0.1746
(TRAINING) task: 6, epoch: 1/30, loss: 2.2937, acc: 0.1914
(TRAINING) task: 6, epoch: 1/30, loss: 2.2949, acc: 0.1777
(TRAINING) task: 6, epoch: 1/30, loss: 2.2940, acc: 0.1875
(TRAINING) task: 6, epoch: 1/30, loss: 2.2930, acc: 0.1992
(TRAINING) task: 6, epoch: 1/30, loss: 2.2927, acc: 0.2039
(TRAINING) task: 6, epoch: 1/30, loss: 2.2926, acc: 0.2031
(TRAINING) task: 6, epoch: 1/30, loss: 2.2931, acc: 0.1975
(TRAINING) task: 6, epoch: 1/30, loss: 2.2930, acc: 0.1968
(TRAINING) task: 6, epoch: 1/30, loss: 2.2927, acc: 0.1979
(TRAINING) task: 6, epoch: 1/30, loss: 2.2927, acc: 0.1965
(TRAINING) task: 6, epoch: 1/30, loss: 2.2923, acc: 0.1974
(TRAINING) task: 6, epoch: 1/30, loss: 2.2919, acc: 0.2025
(TRAINING) task: 6, epoch: 1/30, loss: 2.2919, acc: 0.2061
(TRAINING) task: 6, epoch: 1/30, loss: 2.2916, acc: 0.2093
(TRAINING) task: 6, epoch: 1/30, loss: 2.2915, acc: 0.2107
(TRAINING) task: 6, epoch: 1/30, loss: 2.2915, acc: 0.2087
(TRAINING) task: 6, epoch: 1/30, loss: 2.2912, acc: 0.2125
(TRAINING) task: 6, epoch: 1/30, loss: 2.2909, acc: 0.2170
(TRAINING) task: 6, epoch: 1/30, loss: 2.2906, acc: 0.2194
(TRAINING) task: 6, epoch: 1/30, loss: 2.2904, acc: 0.2235
(TESTING) task: 6, epoch: 1/30, loss: 2.2847, acc: 0.1875
(TESTING) task: 6, epoch: 1/30, loss: 2.2879, acc: 0.1875
(TESTING) task: 6, epoch: 1/30, loss: 2.2867, acc: 0.2292
(TESTING) task: 6, epoch: 1/30, loss: 2.2907, acc: 0.1719
(TESTING) task: 6, epoch: 1/30, loss: 2.2887, acc: 0.2250
(TESTING) task: 6, epoch: 1/30, loss: 2.2879, acc: 0.2708
(TESTING) task: 6, epoch: 1/30, loss: 2.2875, acc: 0.2679
(TESTING) task: 6, epoch: 1/30, loss: 2.2867, acc: 0.2734
(TESTING) task: 6, epoch: 1/30, loss: 2.2870, acc: 0.2708
(TESTING) task: 6, epoch: 1/30, loss: 2.2867, acc: 0.2750
(TESTING) task: 6, epoch: 1/30, loss: 2.2870, acc: 0.2727
(TESTING) task: 6, epoch: 1/30, loss: 2.2869, acc: 0.2812
(TESTING) task: 6, epoch: 1/30, loss: 2.2865, acc: 0.2885
(TESTING) task: 6, epoch: 1/30, loss: 2.2855, acc: 0.2857
(TESTING) task: 6, epoch: 1/30, loss: 2.2853, acc: 0.2875
(TESTING) task: 6, epoch: 1/30, loss: 2.2858, acc: 0.2852
(TESTING) task: 6, epoch: 1/30, loss: 2.2859, acc: 0.2831
(TESTING) task: 6, epoch: 1/30, loss: 2.2859, acc: 0.2812
(TESTING) task: 6, epoch: 1/30, loss: 2.2860, acc: 0.2763
(TESTING) task: 6, epoch: 1/30, loss: 2.2856, acc: 0.2844
(TESTING) task: 6, epoch: 1/30, loss: 2.2859, acc: 0.2798
(TESTING) task: 6, epoch: 1/30, loss: 2.2857, acc: 0.2812
(TESTING) task: 6, epoch: 1/30, loss: 2.2859, acc: 0.2826
(TESTING) task: 6, epoch: 1/30, loss: 2.2858, acc: 0.2839
(TESTING) task: 6, epoch: 1/30, loss: 2.2859, acc: 0.2825
(TESTING) task: 6, epoch: 1/30, loss: 2.2860, acc: 0.2812
(TESTING) task: 6, epoch: 1/30, loss: 2.2865, acc: 0.2755
(TESTING) task: 6, epoch: 1/30, loss: 2.2869, acc: 0.2701
(TESTING) task: 6, epoch: 1/30, loss: 2.2870, acc: 0.2694
(TESTING) task: 6, epoch: 1/30, loss: 2.2870, acc: 0.2667
(TESTING) task: 6, epoch: 1/30, loss: 2.2872, acc: 0.2641
(TESTING) task: 6, epoch: 1/30, loss: 2.2872, acc: 0.2656
(TESTING) task: 6, epoch: 1/30, loss: 2.2870, acc: 0.2708
(TESTING) task: 6, epoch: 1/30, loss: 2.2875, acc: 0.2647
(TESTING) task: 6, epoch: 1/30, loss: 2.2874, acc: 0.2607
(TESTING) task: 6, epoch: 1/30, loss: 2.2877, acc: 0.2587
(TESTING) task: 6, epoch: 1/30, loss: 2.2879, acc: 0.2551
(TESTING) task: 6, epoch: 1/30, loss: 2.2881, acc: 0.2516
(TESTING) task: 6, epoch: 1/30, loss: 2.2879, acc: 0.2564
(TESTING) task: 6, epoch: 1/30, loss: 2.2879, acc: 0.2609
(TESTING) task: 6, epoch: 1/30, loss: 2.2879, acc: 0.2576
(TESTING) task: 6, epoch: 1/30, loss: 2.2878, acc: 0.2574
(TESTING) task: 6, epoch: 1/30, loss: 2.2876, acc: 0.2573
(TESTING) task: 6, epoch: 1/30, loss: 2.2877, acc: 0.2543
(TESTING) task: 6, epoch: 1/30, loss: 2.2876, acc: 0.2556
(TESTING) task: 6, epoch: 1/30, loss: 2.2872, acc: 0.2622
(TESTING) task: 6, epoch: 1/30, loss: 2.2872, acc: 0.2633
(TESTING) task: 6, epoch: 1/30, loss: 2.2872, acc: 0.2617
(TESTING) task: 6, epoch: 1/30, loss: 2.2872, acc: 0.2628
(TESTING) task: 6, epoch: 1/30, loss: 2.2872, acc: 0.2625
(TESTING) task: 6, epoch: 1/30, loss: 2.2872, acc: 0.2635
(TESTING) task: 6, epoch: 1/30, loss: 2.2873, acc: 0.2632
(TESTING) task: 6, epoch: 1/30, loss: 2.2876, acc: 0.2594
(TESTING) task: 6, epoch: 1/30, loss: 2.2873, acc: 0.2627
(TESTING) task: 6, epoch: 1/30, loss: 2.2874, acc: 0.2602
(TESTING) task: 6, epoch: 1/30, loss: 2.2875, acc: 0.2623
(TESTING) task: 6, epoch: 1/30, loss: 2.2871, acc: 0.2654
(TESTING) task: 6, epoch: 1/30, loss: 2.2865, acc: 0.2716
(TESTING) task: 6, epoch: 1/30, loss: 2.2868, acc: 0.2712
(TESTING) task: 6, epoch: 1/30, loss: 2.2868, acc: 0.2719
(TESTING) task: 6, epoch: 1/30, loss: 2.2867, acc: 0.2715
(TESTING) task: 6, epoch: 1/30, loss: 2.2868, acc: 0.2692
(TESTING) task: 6, epoch: 1/30, loss: 2.2868, acc: 0.2708
(TRAINING) task: 6, epoch: 2/30, loss: 2.2874, acc: 0.2500
(TRAINING) task: 6, epoch: 2/30, loss: 2.2850, acc: 0.2812
(TRAINING) task: 6, epoch: 2/30, loss: 2.2838, acc: 0.2891
(TRAINING) task: 6, epoch: 2/30, loss: 2.2841, acc: 0.2812
(TRAINING) task: 6, epoch: 2/30, loss: 2.2837, acc: 0.2836
(TRAINING) task: 6, epoch: 2/30, loss: 2.2837, acc: 0.2799
(TRAINING) task: 6, epoch: 2/30, loss: 2.2836, acc: 0.2840
(TRAINING) task: 6, epoch: 2/30, loss: 2.2835, acc: 0.2861
(TRAINING) task: 6, epoch: 2/30, loss: 2.2834, acc: 0.2891
(TRAINING) task: 6, epoch: 2/30, loss: 2.2831, acc: 0.2891
(TRAINING) task: 6, epoch: 2/30, loss: 2.2833, acc: 0.2887
(TRAINING) task: 6, epoch: 2/30, loss: 2.2830, acc: 0.2946
(TRAINING) task: 6, epoch: 2/30, loss: 2.2828, acc: 0.2966
(TRAINING) task: 6, epoch: 2/30, loss: 2.2826, acc: 0.2980
(TRAINING) task: 6, epoch: 2/30, loss: 2.2824, acc: 0.3010
(TRAINING) task: 6, epoch: 2/30, loss: 2.2822, acc: 0.3010
(TRAINING) task: 6, epoch: 2/30, loss: 2.2821, acc: 0.3003
(TRAINING) task: 6, epoch: 2/30, loss: 2.2819, acc: 0.3023
(TRAINING) task: 6, epoch: 2/30, loss: 2.2816, acc: 0.3047
(TRAINING) task: 6, epoch: 2/30, loss: 2.2812, acc: 0.3082
(TESTING) task: 6, epoch: 2/30, loss: 2.2643, acc: 0.3750
(TESTING) task: 6, epoch: 2/30, loss: 2.2711, acc: 0.3438
(TESTING) task: 6, epoch: 2/30, loss: 2.2690, acc: 0.3542
(TESTING) task: 6, epoch: 2/30, loss: 2.2726, acc: 0.3281
(TESTING) task: 6, epoch: 2/30, loss: 2.2715, acc: 0.3500
(TESTING) task: 6, epoch: 2/30, loss: 2.2741, acc: 0.3229
(TESTING) task: 6, epoch: 2/30, loss: 2.2770, acc: 0.3036
(TESTING) task: 6, epoch: 2/30, loss: 2.2758, acc: 0.3203
(TESTING) task: 6, epoch: 2/30, loss: 2.2772, acc: 0.3194
(TESTING) task: 6, epoch: 2/30, loss: 2.2786, acc: 0.3063
(TESTING) task: 6, epoch: 2/30, loss: 2.2780, acc: 0.3125
(TESTING) task: 6, epoch: 2/30, loss: 2.2784, acc: 0.3125
(TESTING) task: 6, epoch: 2/30, loss: 2.2788, acc: 0.3125
(TESTING) task: 6, epoch: 2/30, loss: 2.2789, acc: 0.3125
(TESTING) task: 6, epoch: 2/30, loss: 2.2786, acc: 0.3167
(TESTING) task: 6, epoch: 2/30, loss: 2.2792, acc: 0.3203
(TESTING) task: 6, epoch: 2/30, loss: 2.2776, acc: 0.3309
(TESTING) task: 6, epoch: 2/30, loss: 2.2768, acc: 0.3333
(TESTING) task: 6, epoch: 2/30, loss: 2.2761, acc: 0.3289
(TESTING) task: 6, epoch: 2/30, loss: 2.2765, acc: 0.3219
(TESTING) task: 6, epoch: 2/30, loss: 2.2764, acc: 0.3304
(TESTING) task: 6, epoch: 2/30, loss: 2.2766, acc: 0.3324
(TESTING) task: 6, epoch: 2/30, loss: 2.2759, acc: 0.3451
(TESTING) task: 6, epoch: 2/30, loss: 2.2754, acc: 0.3542
(TESTING) task: 6, epoch: 2/30, loss: 2.2755, acc: 0.3500
(TESTING) task: 6, epoch: 2/30, loss: 2.2754, acc: 0.3510
(TESTING) task: 6, epoch: 2/30, loss: 2.2755, acc: 0.3519
(TESTING) task: 6, epoch: 2/30, loss: 2.2752, acc: 0.3571
(TESTING) task: 6, epoch: 2/30, loss: 2.2755, acc: 0.3556
(TESTING) task: 6, epoch: 2/30, loss: 2.2749, acc: 0.3625
(TESTING) task: 6, epoch: 2/30, loss: 2.2750, acc: 0.3589
(TESTING) task: 6, epoch: 2/30, loss: 2.2752, acc: 0.3535
(TESTING) task: 6, epoch: 2/30, loss: 2.2750, acc: 0.3542
(TESTING) task: 6, epoch: 2/30, loss: 2.2750, acc: 0.3511
(TESTING) task: 6, epoch: 2/30, loss: 2.2751, acc: 0.3482
(TESTING) task: 6, epoch: 2/30, loss: 2.2749, acc: 0.3490
(TESTING) task: 6, epoch: 2/30, loss: 2.2756, acc: 0.3412
(TESTING) task: 6, epoch: 2/30, loss: 2.2756, acc: 0.3405
(TESTING) task: 6, epoch: 2/30, loss: 2.2758, acc: 0.3397
(TESTING) task: 6, epoch: 2/30, loss: 2.2760, acc: 0.3375
(TESTING) task: 6, epoch: 2/30, loss: 2.2760, acc: 0.3384
(TESTING) task: 6, epoch: 2/30, loss: 2.2761, acc: 0.3378
(TESTING) task: 6, epoch: 2/30, loss: 2.2762, acc: 0.3358
(TESTING) task: 6, epoch: 2/30, loss: 2.2763, acc: 0.3352
(TESTING) task: 6, epoch: 2/30, loss: 2.2762, acc: 0.3347
(TESTING) task: 6, epoch: 2/30, loss: 2.2764, acc: 0.3383
(TESTING) task: 6, epoch: 2/30, loss: 2.2765, acc: 0.3351
(TESTING) task: 6, epoch: 2/30, loss: 2.2766, acc: 0.3333
(TESTING) task: 6, epoch: 2/30, loss: 2.2768, acc: 0.3291
(TESTING) task: 6, epoch: 2/30, loss: 2.2767, acc: 0.3287
(TESTING) task: 6, epoch: 2/30, loss: 2.2765, acc: 0.3321
(TESTING) task: 6, epoch: 2/30, loss: 2.2765, acc: 0.3317
(TESTING) task: 6, epoch: 2/30, loss: 2.2767, acc: 0.3290
(TESTING) task: 6, epoch: 2/30, loss: 2.2768, acc: 0.3264
(TESTING) task: 6, epoch: 2/30, loss: 2.2768, acc: 0.3261
(TESTING) task: 6, epoch: 2/30, loss: 2.2766, acc: 0.3270
(TESTING) task: 6, epoch: 2/30, loss: 2.2768, acc: 0.3246
(TESTING) task: 6, epoch: 2/30, loss: 2.2768, acc: 0.3254
(TESTING) task: 6, epoch: 2/30, loss: 2.2769, acc: 0.3242
(TESTING) task: 6, epoch: 2/30, loss: 2.2770, acc: 0.3229
(TESTING) task: 6, epoch: 2/30, loss: 2.2771, acc: 0.3207
(TESTING) task: 6, epoch: 2/30, loss: 2.2771, acc: 0.3216
(TESTING) task: 6, epoch: 2/30, loss: 2.2773, acc: 0.3204
(TRAINING) task: 6, epoch: 3/30, loss: 2.2743, acc: 0.3125
(TRAINING) task: 6, epoch: 3/30, loss: 2.2756, acc: 0.3320
(TRAINING) task: 6, epoch: 3/30, loss: 2.2761, acc: 0.3255
(TRAINING) task: 6, epoch: 3/30, loss: 2.2752, acc: 0.3408
(TRAINING) task: 6, epoch: 3/30, loss: 2.2738, acc: 0.3539
(TRAINING) task: 6, epoch: 3/30, loss: 2.2732, acc: 0.3574
(TRAINING) task: 6, epoch: 3/30, loss: 2.2730, acc: 0.3638
(TRAINING) task: 6, epoch: 3/30, loss: 2.2736, acc: 0.3623
(TRAINING) task: 6, epoch: 3/30, loss: 2.2731, acc: 0.3659
(TRAINING) task: 6, epoch: 3/30, loss: 2.2729, acc: 0.3676
(TRAINING) task: 6, epoch: 3/30, loss: 2.2718, acc: 0.3757
(TRAINING) task: 6, epoch: 3/30, loss: 2.2717, acc: 0.3789
(TRAINING) task: 6, epoch: 3/30, loss: 2.2715, acc: 0.3798
(TRAINING) task: 6, epoch: 3/30, loss: 2.2715, acc: 0.3806
(TRAINING) task: 6, epoch: 3/30, loss: 2.2712, acc: 0.3826
(TRAINING) task: 6, epoch: 3/30, loss: 2.2712, acc: 0.3813
(TRAINING) task: 6, epoch: 3/30, loss: 2.2705, acc: 0.3860
(TRAINING) task: 6, epoch: 3/30, loss: 2.2702, acc: 0.3911
(TRAINING) task: 6, epoch: 3/30, loss: 2.2699, acc: 0.3929
(TRAINING) task: 6, epoch: 3/30, loss: 2.2696, acc: 0.3968
(TESTING) task: 6, epoch: 3/30, loss: 2.2749, acc: 0.4375
(TESTING) task: 6, epoch: 3/30, loss: 2.2589, acc: 0.5312
(TESTING) task: 6, epoch: 3/30, loss: 2.2622, acc: 0.4583
(TESTING) task: 6, epoch: 3/30, loss: 2.2530, acc: 0.5000
(TESTING) task: 6, epoch: 3/30, loss: 2.2587, acc: 0.4750
(TESTING) task: 6, epoch: 3/30, loss: 2.2563, acc: 0.4896
(TESTING) task: 6, epoch: 3/30, loss: 2.2603, acc: 0.4821
(TESTING) task: 6, epoch: 3/30, loss: 2.2623, acc: 0.4766
(TESTING) task: 6, epoch: 3/30, loss: 2.2619, acc: 0.4583
(TESTING) task: 6, epoch: 3/30, loss: 2.2630, acc: 0.4437
(TESTING) task: 6, epoch: 3/30, loss: 2.2644, acc: 0.4318
(TESTING) task: 6, epoch: 3/30, loss: 2.2643, acc: 0.4323
(TESTING) task: 6, epoch: 3/30, loss: 2.2641, acc: 0.4327
(TESTING) task: 6, epoch: 3/30, loss: 2.2628, acc: 0.4330
(TESTING) task: 6, epoch: 3/30, loss: 2.2626, acc: 0.4333
(TESTING) task: 6, epoch: 3/30, loss: 2.2639, acc: 0.4180
(TESTING) task: 6, epoch: 3/30, loss: 2.2640, acc: 0.4118
(TESTING) task: 6, epoch: 3/30, loss: 2.2640, acc: 0.4132
(TESTING) task: 6, epoch: 3/30, loss: 2.2647, acc: 0.4112
(TESTING) task: 6, epoch: 3/30, loss: 2.2642, acc: 0.4125
(TESTING) task: 6, epoch: 3/30, loss: 2.2637, acc: 0.4077
(TESTING) task: 6, epoch: 3/30, loss: 2.2646, acc: 0.3977
(TESTING) task: 6, epoch: 3/30, loss: 2.2648, acc: 0.3967
(TESTING) task: 6, epoch: 3/30, loss: 2.2647, acc: 0.3932
(TESTING) task: 6, epoch: 3/30, loss: 2.2653, acc: 0.3875
(TESTING) task: 6, epoch: 3/30, loss: 2.2656, acc: 0.3942
(TESTING) task: 6, epoch: 3/30, loss: 2.2662, acc: 0.3866
(TESTING) task: 6, epoch: 3/30, loss: 2.2646, acc: 0.3996
(TESTING) task: 6, epoch: 3/30, loss: 2.2648, acc: 0.3987
(TESTING) task: 6, epoch: 3/30, loss: 2.2643, acc: 0.4000
(TESTING) task: 6, epoch: 3/30, loss: 2.2647, acc: 0.3952
(TESTING) task: 6, epoch: 3/30, loss: 2.2652, acc: 0.3887
(TESTING) task: 6, epoch: 3/30, loss: 2.2651, acc: 0.3902
(TESTING) task: 6, epoch: 3/30, loss: 2.2654, acc: 0.3879
(TESTING) task: 6, epoch: 3/30, loss: 2.2652, acc: 0.3911
(TESTING) task: 6, epoch: 3/30, loss: 2.2650, acc: 0.3941
(TESTING) task: 6, epoch: 3/30, loss: 2.2653, acc: 0.3970
(TESTING) task: 6, epoch: 3/30, loss: 2.2653, acc: 0.3980
(TESTING) task: 6, epoch: 3/30, loss: 2.2650, acc: 0.4006
(TESTING) task: 6, epoch: 3/30, loss: 2.2648, acc: 0.4031
(TESTING) task: 6, epoch: 3/30, loss: 2.2652, acc: 0.4009
(TESTING) task: 6, epoch: 3/30, loss: 2.2650, acc: 0.4033
(TESTING) task: 6, epoch: 3/30, loss: 2.2647, acc: 0.4041
(TESTING) task: 6, epoch: 3/30, loss: 2.2645, acc: 0.4048
(TESTING) task: 6, epoch: 3/30, loss: 2.2647, acc: 0.4028
(TESTING) task: 6, epoch: 3/30, loss: 2.2645, acc: 0.4062
(TESTING) task: 6, epoch: 3/30, loss: 2.2648, acc: 0.4069
(TESTING) task: 6, epoch: 3/30, loss: 2.2650, acc: 0.4049
(TESTING) task: 6, epoch: 3/30, loss: 2.2651, acc: 0.4031
(TESTING) task: 6, epoch: 3/30, loss: 2.2654, acc: 0.4050
(TESTING) task: 6, epoch: 3/30, loss: 2.2654, acc: 0.4069
(TESTING) task: 6, epoch: 3/30, loss: 2.2652, acc: 0.4075
(TESTING) task: 6, epoch: 3/30, loss: 2.2652, acc: 0.4068
(TESTING) task: 6, epoch: 3/30, loss: 2.2649, acc: 0.4097
(TESTING) task: 6, epoch: 3/30, loss: 2.2649, acc: 0.4125
(TESTING) task: 6, epoch: 3/30, loss: 2.2649, acc: 0.4107
(TESTING) task: 6, epoch: 3/30, loss: 2.2646, acc: 0.4134
(TESTING) task: 6, epoch: 3/30, loss: 2.2643, acc: 0.4159
(TESTING) task: 6, epoch: 3/30, loss: 2.2645, acc: 0.4142
(TESTING) task: 6, epoch: 3/30, loss: 2.2642, acc: 0.4156
(TESTING) task: 6, epoch: 3/30, loss: 2.2643, acc: 0.4129
(TESTING) task: 6, epoch: 3/30, loss: 2.2644, acc: 0.4133
(TESTING) task: 6, epoch: 3/30, loss: 2.2645, acc: 0.4127
(TRAINING) task: 6, epoch: 4/30, loss: 2.2631, acc: 0.4531
(TRAINING) task: 6, epoch: 4/30, loss: 2.2598, acc: 0.4766
(TRAINING) task: 6, epoch: 4/30, loss: 2.2605, acc: 0.4583
(TRAINING) task: 6, epoch: 4/30, loss: 2.2598, acc: 0.4551
(TRAINING) task: 6, epoch: 4/30, loss: 2.2606, acc: 0.4539
(TRAINING) task: 6, epoch: 4/30, loss: 2.2596, acc: 0.4622
(TRAINING) task: 6, epoch: 4/30, loss: 2.2596, acc: 0.4682
(TRAINING) task: 6, epoch: 4/30, loss: 2.2594, acc: 0.4727
(TRAINING) task: 6, epoch: 4/30, loss: 2.2589, acc: 0.4714
(TRAINING) task: 6, epoch: 4/30, loss: 2.2584, acc: 0.4734
(TRAINING) task: 6, epoch: 4/30, loss: 2.2583, acc: 0.4766
(TRAINING) task: 6, epoch: 4/30, loss: 2.2579, acc: 0.4782
(TRAINING) task: 6, epoch: 4/30, loss: 2.2578, acc: 0.4775
(TRAINING) task: 6, epoch: 4/30, loss: 2.2576, acc: 0.4780
(TRAINING) task: 6, epoch: 4/30, loss: 2.2568, acc: 0.4815
(TRAINING) task: 6, epoch: 4/30, loss: 2.2564, acc: 0.4834
(TRAINING) task: 6, epoch: 4/30, loss: 2.2556, acc: 0.4867
(TRAINING) task: 6, epoch: 4/30, loss: 2.2555, acc: 0.4837
(TRAINING) task: 6, epoch: 4/30, loss: 2.2551, acc: 0.4862
(TRAINING) task: 6, epoch: 4/30, loss: 2.2547, acc: 0.4888
(TESTING) task: 6, epoch: 4/30, loss: 2.2487, acc: 0.2500
(TESTING) task: 6, epoch: 4/30, loss: 2.2464, acc: 0.3125
(TESTING) task: 6, epoch: 4/30, loss: 2.2405, acc: 0.4583
(TESTING) task: 6, epoch: 4/30, loss: 2.2483, acc: 0.4844
(TESTING) task: 6, epoch: 4/30, loss: 2.2488, acc: 0.4750
(TESTING) task: 6, epoch: 4/30, loss: 2.2468, acc: 0.5000
(TESTING) task: 6, epoch: 4/30, loss: 2.2501, acc: 0.4911
(TESTING) task: 6, epoch: 4/30, loss: 2.2483, acc: 0.5000
(TESTING) task: 6, epoch: 4/30, loss: 2.2467, acc: 0.5278
(TESTING) task: 6, epoch: 4/30, loss: 2.2460, acc: 0.5125
(TESTING) task: 6, epoch: 4/30, loss: 2.2460, acc: 0.5170
(TESTING) task: 6, epoch: 4/30, loss: 2.2469, acc: 0.5104
(TESTING) task: 6, epoch: 4/30, loss: 2.2462, acc: 0.5048
(TESTING) task: 6, epoch: 4/30, loss: 2.2486, acc: 0.5000
(TESTING) task: 6, epoch: 4/30, loss: 2.2485, acc: 0.5083
(TESTING) task: 6, epoch: 4/30, loss: 2.2494, acc: 0.5039
(TESTING) task: 6, epoch: 4/30, loss: 2.2510, acc: 0.4963
(TESTING) task: 6, epoch: 4/30, loss: 2.2505, acc: 0.4931
(TESTING) task: 6, epoch: 4/30, loss: 2.2504, acc: 0.4934
(TESTING) task: 6, epoch: 4/30, loss: 2.2510, acc: 0.4969
(TESTING) task: 6, epoch: 4/30, loss: 2.2502, acc: 0.5030
(TESTING) task: 6, epoch: 4/30, loss: 2.2505, acc: 0.5000
(TESTING) task: 6, epoch: 4/30, loss: 2.2504, acc: 0.4973
(TESTING) task: 6, epoch: 4/30, loss: 2.2496, acc: 0.5026
(TESTING) task: 6, epoch: 4/30, loss: 2.2492, acc: 0.5025
(TESTING) task: 6, epoch: 4/30, loss: 2.2495, acc: 0.5024
(TESTING) task: 6, epoch: 4/30, loss: 2.2487, acc: 0.5116
(TESTING) task: 6, epoch: 4/30, loss: 2.2494, acc: 0.5067
(TESTING) task: 6, epoch: 4/30, loss: 2.2493, acc: 0.5065
(TESTING) task: 6, epoch: 4/30, loss: 2.2489, acc: 0.5062
(TESTING) task: 6, epoch: 4/30, loss: 2.2485, acc: 0.5081
(TESTING) task: 6, epoch: 4/30, loss: 2.2474, acc: 0.5117
(TESTING) task: 6, epoch: 4/30, loss: 2.2479, acc: 0.5133
(TESTING) task: 6, epoch: 4/30, loss: 2.2478, acc: 0.5110
(TESTING) task: 6, epoch: 4/30, loss: 2.2476, acc: 0.5161
(TESTING) task: 6, epoch: 4/30, loss: 2.2476, acc: 0.5174
(TESTING) task: 6, epoch: 4/30, loss: 2.2478, acc: 0.5152
(TESTING) task: 6, epoch: 4/30, loss: 2.2485, acc: 0.5115
(TESTING) task: 6, epoch: 4/30, loss: 2.2490, acc: 0.5096
(TESTING) task: 6, epoch: 4/30, loss: 2.2481, acc: 0.5109
(TESTING) task: 6, epoch: 4/30, loss: 2.2486, acc: 0.5076
(TESTING) task: 6, epoch: 4/30, loss: 2.2485, acc: 0.5104
(TESTING) task: 6, epoch: 4/30, loss: 2.2485, acc: 0.5087
(TESTING) task: 6, epoch: 4/30, loss: 2.2490, acc: 0.5043
(TESTING) task: 6, epoch: 4/30, loss: 2.2486, acc: 0.5056
(TESTING) task: 6, epoch: 4/30, loss: 2.2488, acc: 0.5082
(TESTING) task: 6, epoch: 4/30, loss: 2.2485, acc: 0.5080
(TESTING) task: 6, epoch: 4/30, loss: 2.2489, acc: 0.5052
(TESTING) task: 6, epoch: 4/30, loss: 2.2487, acc: 0.5089
(TESTING) task: 6, epoch: 4/30, loss: 2.2479, acc: 0.5112
(TESTING) task: 6, epoch: 4/30, loss: 2.2479, acc: 0.5110
(TESTING) task: 6, epoch: 4/30, loss: 2.2477, acc: 0.5108
(TESTING) task: 6, epoch: 4/30, loss: 2.2475, acc: 0.5094
(TESTING) task: 6, epoch: 4/30, loss: 2.2481, acc: 0.5058
(TESTING) task: 6, epoch: 4/30, loss: 2.2484, acc: 0.5057
(TESTING) task: 6, epoch: 4/30, loss: 2.2484, acc: 0.5033
(TESTING) task: 6, epoch: 4/30, loss: 2.2484, acc: 0.5033
(TESTING) task: 6, epoch: 4/30, loss: 2.2484, acc: 0.5043
(TESTING) task: 6, epoch: 4/30, loss: 2.2483, acc: 0.5053
(TESTING) task: 6, epoch: 4/30, loss: 2.2486, acc: 0.5062
(TESTING) task: 6, epoch: 4/30, loss: 2.2488, acc: 0.5082
(TESTING) task: 6, epoch: 4/30, loss: 2.2492, acc: 0.5060
(TESTING) task: 6, epoch: 4/30, loss: 2.2488, acc: 0.5099
(TRAINING) task: 6, epoch: 5/30, loss: 2.2402, acc: 0.5391
(TRAINING) task: 6, epoch: 5/30, loss: 2.2421, acc: 0.5273
(TRAINING) task: 6, epoch: 5/30, loss: 2.2410, acc: 0.5417
(TRAINING) task: 6, epoch: 5/30, loss: 2.2404, acc: 0.5469
(TRAINING) task: 6, epoch: 5/30, loss: 2.2395, acc: 0.5461
(TRAINING) task: 6, epoch: 5/30, loss: 2.2392, acc: 0.5534
(TRAINING) task: 6, epoch: 5/30, loss: 2.2386, acc: 0.5597
(TRAINING) task: 6, epoch: 5/30, loss: 2.2395, acc: 0.5605
(TRAINING) task: 6, epoch: 5/30, loss: 2.2404, acc: 0.5586
(TRAINING) task: 6, epoch: 5/30, loss: 2.2400, acc: 0.5613
(TRAINING) task: 6, epoch: 5/30, loss: 2.2394, acc: 0.5664
(TRAINING) task: 6, epoch: 5/30, loss: 2.2395, acc: 0.5635
(TRAINING) task: 6, epoch: 5/30, loss: 2.2393, acc: 0.5640
(TRAINING) task: 6, epoch: 5/30, loss: 2.2389, acc: 0.5658
(TRAINING) task: 6, epoch: 5/30, loss: 2.2385, acc: 0.5701
(TRAINING) task: 6, epoch: 5/30, loss: 2.2384, acc: 0.5696
(TRAINING) task: 6, epoch: 5/30, loss: 2.2382, acc: 0.5710
(TRAINING) task: 6, epoch: 5/30, loss: 2.2379, acc: 0.5729
(TRAINING) task: 6, epoch: 5/30, loss: 2.2377, acc: 0.5755
(TRAINING) task: 6, epoch: 5/30, loss: 2.2377, acc: 0.5805
(TESTING) task: 6, epoch: 5/30, loss: 2.1778, acc: 0.8750
(TESTING) task: 6, epoch: 5/30, loss: 2.1934, acc: 0.7500
(TESTING) task: 6, epoch: 5/30, loss: 2.2081, acc: 0.7292
(TESTING) task: 6, epoch: 5/30, loss: 2.2227, acc: 0.6562
(TESTING) task: 6, epoch: 5/30, loss: 2.2194, acc: 0.6625
(TESTING) task: 6, epoch: 5/30, loss: 2.2212, acc: 0.6562
(TESTING) task: 6, epoch: 5/30, loss: 2.2208, acc: 0.6518
(TESTING) task: 6, epoch: 5/30, loss: 2.2209, acc: 0.6328
(TESTING) task: 6, epoch: 5/30, loss: 2.2233, acc: 0.6250
(TESTING) task: 6, epoch: 5/30, loss: 2.2197, acc: 0.6438
(TESTING) task: 6, epoch: 5/30, loss: 2.2247, acc: 0.6250
(TESTING) task: 6, epoch: 5/30, loss: 2.2288, acc: 0.5938
(TESTING) task: 6, epoch: 5/30, loss: 2.2274, acc: 0.5913
(TESTING) task: 6, epoch: 5/30, loss: 2.2264, acc: 0.5982
(TESTING) task: 6, epoch: 5/30, loss: 2.2271, acc: 0.6042
(TESTING) task: 6, epoch: 5/30, loss: 2.2249, acc: 0.6211
(TESTING) task: 6, epoch: 5/30, loss: 2.2264, acc: 0.6066
(TESTING) task: 6, epoch: 5/30, loss: 2.2265, acc: 0.6076
(TESTING) task: 6, epoch: 5/30, loss: 2.2249, acc: 0.6086
(TESTING) task: 6, epoch: 5/30, loss: 2.2252, acc: 0.6062
(TESTING) task: 6, epoch: 5/30, loss: 2.2247, acc: 0.6190
(TESTING) task: 6, epoch: 5/30, loss: 2.2244, acc: 0.6250
(TESTING) task: 6, epoch: 5/30, loss: 2.2229, acc: 0.6304
(TESTING) task: 6, epoch: 5/30, loss: 2.2222, acc: 0.6328
(TESTING) task: 6, epoch: 5/30, loss: 2.2238, acc: 0.6300
(TESTING) task: 6, epoch: 5/30, loss: 2.2237, acc: 0.6370
(TESTING) task: 6, epoch: 5/30, loss: 2.2252, acc: 0.6319
(TESTING) task: 6, epoch: 5/30, loss: 2.2254, acc: 0.6295
(TESTING) task: 6, epoch: 5/30, loss: 2.2250, acc: 0.6315
(TESTING) task: 6, epoch: 5/30, loss: 2.2261, acc: 0.6312
(TESTING) task: 6, epoch: 5/30, loss: 2.2263, acc: 0.6331
(TESTING) task: 6, epoch: 5/30, loss: 2.2272, acc: 0.6270
(TESTING) task: 6, epoch: 5/30, loss: 2.2282, acc: 0.6288
(TESTING) task: 6, epoch: 5/30, loss: 2.2272, acc: 0.6324
(TESTING) task: 6, epoch: 5/30, loss: 2.2278, acc: 0.6250
(TESTING) task: 6, epoch: 5/30, loss: 2.2275, acc: 0.6267
(TESTING) task: 6, epoch: 5/30, loss: 2.2276, acc: 0.6301
(TESTING) task: 6, epoch: 5/30, loss: 2.2278, acc: 0.6266
(TESTING) task: 6, epoch: 5/30, loss: 2.2282, acc: 0.6234
(TESTING) task: 6, epoch: 5/30, loss: 2.2277, acc: 0.6250
(TESTING) task: 6, epoch: 5/30, loss: 2.2274, acc: 0.6235
(TESTING) task: 6, epoch: 5/30, loss: 2.2275, acc: 0.6205
(TESTING) task: 6, epoch: 5/30, loss: 2.2276, acc: 0.6206
(TESTING) task: 6, epoch: 5/30, loss: 2.2282, acc: 0.6207
(TESTING) task: 6, epoch: 5/30, loss: 2.2275, acc: 0.6222
(TESTING) task: 6, epoch: 5/30, loss: 2.2271, acc: 0.6223
(TESTING) task: 6, epoch: 5/30, loss: 2.2271, acc: 0.6223
(TESTING) task: 6, epoch: 5/30, loss: 2.2276, acc: 0.6237
(TESTING) task: 6, epoch: 5/30, loss: 2.2277, acc: 0.6276
(TESTING) task: 6, epoch: 5/30, loss: 2.2282, acc: 0.6275
(TESTING) task: 6, epoch: 5/30, loss: 2.2280, acc: 0.6275
(TESTING) task: 6, epoch: 5/30, loss: 2.2276, acc: 0.6262
(TESTING) task: 6, epoch: 5/30, loss: 2.2278, acc: 0.6250
(TESTING) task: 6, epoch: 5/30, loss: 2.2272, acc: 0.6296
(TESTING) task: 6, epoch: 5/30, loss: 2.2281, acc: 0.6261
(TESTING) task: 6, epoch: 5/30, loss: 2.2289, acc: 0.6228
(TESTING) task: 6, epoch: 5/30, loss: 2.2295, acc: 0.6206
(TESTING) task: 6, epoch: 5/30, loss: 2.2296, acc: 0.6196
(TESTING) task: 6, epoch: 5/30, loss: 2.2294, acc: 0.6165
(TESTING) task: 6, epoch: 5/30, loss: 2.2296, acc: 0.6156
(TESTING) task: 6, epoch: 5/30, loss: 2.2300, acc: 0.6137
(TESTING) task: 6, epoch: 5/30, loss: 2.2304, acc: 0.6119
(TESTING) task: 6, epoch: 5/30, loss: 2.2312, acc: 0.6081
(TRAINING) task: 6, epoch: 6/30, loss: 2.2355, acc: 0.6289
(TRAINING) task: 6, epoch: 6/30, loss: 2.2322, acc: 0.6426
(TRAINING) task: 6, epoch: 6/30, loss: 2.2295, acc: 0.6445
(TRAINING) task: 6, epoch: 6/30, loss: 2.2254, acc: 0.6436
(TRAINING) task: 6, epoch: 6/30, loss: 2.2264, acc: 0.6414
(TRAINING) task: 6, epoch: 6/30, loss: 2.2258, acc: 0.6426
(TRAINING) task: 6, epoch: 6/30, loss: 2.2247, acc: 0.6451
(TRAINING) task: 6, epoch: 6/30, loss: 2.2240, acc: 0.6475
(TRAINING) task: 6, epoch: 6/30, loss: 2.2243, acc: 0.6398
(TRAINING) task: 6, epoch: 6/30, loss: 2.2239, acc: 0.6422
(TRAINING) task: 6, epoch: 6/30, loss: 2.2237, acc: 0.6392
(TRAINING) task: 6, epoch: 6/30, loss: 2.2226, acc: 0.6462
(TRAINING) task: 6, epoch: 6/30, loss: 2.2227, acc: 0.6466
(TRAINING) task: 6, epoch: 6/30, loss: 2.2218, acc: 0.6470
(TRAINING) task: 6, epoch: 6/30, loss: 2.2207, acc: 0.6516
(TRAINING) task: 6, epoch: 6/30, loss: 2.2196, acc: 0.6528
(TRAINING) task: 6, epoch: 6/30, loss: 2.2191, acc: 0.6526
(TRAINING) task: 6, epoch: 6/30, loss: 2.2189, acc: 0.6556
(TRAINING) task: 6, epoch: 6/30, loss: 2.2184, acc: 0.6571
(TRAINING) task: 6, epoch: 6/30, loss: 2.2168, acc: 0.6610
(TESTING) task: 6, epoch: 6/30, loss: 2.1977, acc: 0.6875
(TESTING) task: 6, epoch: 6/30, loss: 2.2169, acc: 0.6875
(TESTING) task: 6, epoch: 6/30, loss: 2.2144, acc: 0.6875
(TESTING) task: 6, epoch: 6/30, loss: 2.2130, acc: 0.7031
(TESTING) task: 6, epoch: 6/30, loss: 2.2142, acc: 0.7125
(TESTING) task: 6, epoch: 6/30, loss: 2.2039, acc: 0.7396
(TESTING) task: 6, epoch: 6/30, loss: 2.2033, acc: 0.7321
(TESTING) task: 6, epoch: 6/30, loss: 2.2026, acc: 0.7344
(TESTING) task: 6, epoch: 6/30, loss: 2.2030, acc: 0.7222
(TESTING) task: 6, epoch: 6/30, loss: 2.2037, acc: 0.7188
(TESTING) task: 6, epoch: 6/30, loss: 2.2039, acc: 0.7159
(TESTING) task: 6, epoch: 6/30, loss: 2.2066, acc: 0.7135
(TESTING) task: 6, epoch: 6/30, loss: 2.2085, acc: 0.6923
(TESTING) task: 6, epoch: 6/30, loss: 2.2112, acc: 0.6741
(TESTING) task: 6, epoch: 6/30, loss: 2.2134, acc: 0.6625
(TESTING) task: 6, epoch: 6/30, loss: 2.2131, acc: 0.6641
(TESTING) task: 6, epoch: 6/30, loss: 2.2151, acc: 0.6618
(TESTING) task: 6, epoch: 6/30, loss: 2.2148, acc: 0.6562
(TESTING) task: 6, epoch: 6/30, loss: 2.2141, acc: 0.6480
(TESTING) task: 6, epoch: 6/30, loss: 2.2155, acc: 0.6500
(TESTING) task: 6, epoch: 6/30, loss: 2.2143, acc: 0.6577
(TESTING) task: 6, epoch: 6/30, loss: 2.2149, acc: 0.6562
(TESTING) task: 6, epoch: 6/30, loss: 2.2149, acc: 0.6576
(TESTING) task: 6, epoch: 6/30, loss: 2.2143, acc: 0.6615
(TESTING) task: 6, epoch: 6/30, loss: 2.2134, acc: 0.6575
(TESTING) task: 6, epoch: 6/30, loss: 2.2140, acc: 0.6562
(TESTING) task: 6, epoch: 6/30, loss: 2.2137, acc: 0.6551
(TESTING) task: 6, epoch: 6/30, loss: 2.2113, acc: 0.6585
(TESTING) task: 6, epoch: 6/30, loss: 2.2108, acc: 0.6573
(TESTING) task: 6, epoch: 6/30, loss: 2.2116, acc: 0.6562
(TESTING) task: 6, epoch: 6/30, loss: 2.2112, acc: 0.6653
(TESTING) task: 6, epoch: 6/30, loss: 2.2105, acc: 0.6680
(TESTING) task: 6, epoch: 6/30, loss: 2.2097, acc: 0.6705
(TESTING) task: 6, epoch: 6/30, loss: 2.2093, acc: 0.6728
(TESTING) task: 6, epoch: 6/30, loss: 2.2100, acc: 0.6661
(TESTING) task: 6, epoch: 6/30, loss: 2.2101, acc: 0.6684
(TESTING) task: 6, epoch: 6/30, loss: 2.2086, acc: 0.6706
(TESTING) task: 6, epoch: 6/30, loss: 2.2093, acc: 0.6760
(TESTING) task: 6, epoch: 6/30, loss: 2.2102, acc: 0.6715
(TESTING) task: 6, epoch: 6/30, loss: 2.2092, acc: 0.6734
(TESTING) task: 6, epoch: 6/30, loss: 2.2090, acc: 0.6753
(TESTING) task: 6, epoch: 6/30, loss: 2.2085, acc: 0.6756
(TESTING) task: 6, epoch: 6/30, loss: 2.2083, acc: 0.6773
(TESTING) task: 6, epoch: 6/30, loss: 2.2094, acc: 0.6761
(TESTING) task: 6, epoch: 6/30, loss: 2.2095, acc: 0.6764
(TESTING) task: 6, epoch: 6/30, loss: 2.2097, acc: 0.6753
(TESTING) task: 6, epoch: 6/30, loss: 2.2101, acc: 0.6729
(TESTING) task: 6, epoch: 6/30, loss: 2.2106, acc: 0.6732
(TESTING) task: 6, epoch: 6/30, loss: 2.2104, acc: 0.6747
(TESTING) task: 6, epoch: 6/30, loss: 2.2096, acc: 0.6775
(TESTING) task: 6, epoch: 6/30, loss: 2.2101, acc: 0.6752
(TESTING) task: 6, epoch: 6/30, loss: 2.2103, acc: 0.6743
(TESTING) task: 6, epoch: 6/30, loss: 2.2107, acc: 0.6722
(TESTING) task: 6, epoch: 6/30, loss: 2.2105, acc: 0.6759
(TESTING) task: 6, epoch: 6/30, loss: 2.2106, acc: 0.6795
(TESTING) task: 6, epoch: 6/30, loss: 2.2106, acc: 0.6775
(TESTING) task: 6, epoch: 6/30, loss: 2.2101, acc: 0.6754
(TESTING) task: 6, epoch: 6/30, loss: 2.2099, acc: 0.6756
(TESTING) task: 6, epoch: 6/30, loss: 2.2103, acc: 0.6748
(TESTING) task: 6, epoch: 6/30, loss: 2.2104, acc: 0.6729
(TESTING) task: 6, epoch: 6/30, loss: 2.2101, acc: 0.6752
(TESTING) task: 6, epoch: 6/30, loss: 2.2104, acc: 0.6774
(TESTING) task: 6, epoch: 6/30, loss: 2.2114, acc: 0.6726
(TRAINING) task: 6, epoch: 7/30, loss: 2.1937, acc: 0.7305
(TRAINING) task: 6, epoch: 7/30, loss: 2.1998, acc: 0.7207
(TRAINING) task: 6, epoch: 7/30, loss: 2.2026, acc: 0.7070
(TRAINING) task: 6, epoch: 7/30, loss: 2.2009, acc: 0.7148
(TRAINING) task: 6, epoch: 7/30, loss: 2.2017, acc: 0.7102
(TRAINING) task: 6, epoch: 7/30, loss: 2.2040, acc: 0.7057
(TRAINING) task: 6, epoch: 7/30, loss: 2.2036, acc: 0.7081
(TRAINING) task: 6, epoch: 7/30, loss: 2.2023, acc: 0.7095
(TRAINING) task: 6, epoch: 7/30, loss: 2.2008, acc: 0.7148
(TRAINING) task: 6, epoch: 7/30, loss: 2.2004, acc: 0.7148
(TRAINING) task: 6, epoch: 7/30, loss: 2.2001, acc: 0.7141
(TRAINING) task: 6, epoch: 7/30, loss: 2.2004, acc: 0.7083
(TRAINING) task: 6, epoch: 7/30, loss: 2.2000, acc: 0.7091
(TRAINING) task: 6, epoch: 7/30, loss: 2.1997, acc: 0.7090
(TRAINING) task: 6, epoch: 7/30, loss: 2.1984, acc: 0.7112
(TRAINING) task: 6, epoch: 7/30, loss: 2.1980, acc: 0.7107
(TRAINING) task: 6, epoch: 7/30, loss: 2.1982, acc: 0.7084
(TRAINING) task: 6, epoch: 7/30, loss: 2.1975, acc: 0.7096
(TRAINING) task: 6, epoch: 7/30, loss: 2.1964, acc: 0.7130
(TRAINING) task: 6, epoch: 7/30, loss: 2.1955, acc: 0.7145
(TESTING) task: 6, epoch: 7/30, loss: 2.1691, acc: 0.9375
(TESTING) task: 6, epoch: 7/30, loss: 2.1835, acc: 0.7188
(TESTING) task: 6, epoch: 7/30, loss: 2.1775, acc: 0.7083
(TESTING) task: 6, epoch: 7/30, loss: 2.1800, acc: 0.6719
(TESTING) task: 6, epoch: 7/30, loss: 2.1822, acc: 0.6750
(TESTING) task: 6, epoch: 7/30, loss: 2.1865, acc: 0.6875
(TESTING) task: 6, epoch: 7/30, loss: 2.1860, acc: 0.6786
(TESTING) task: 6, epoch: 7/30, loss: 2.1913, acc: 0.6797
(TESTING) task: 6, epoch: 7/30, loss: 2.1887, acc: 0.6806
(TESTING) task: 6, epoch: 7/30, loss: 2.1896, acc: 0.6875
(TESTING) task: 6, epoch: 7/30, loss: 2.1885, acc: 0.6818
(TESTING) task: 6, epoch: 7/30, loss: 2.1897, acc: 0.6823
(TESTING) task: 6, epoch: 7/30, loss: 2.1897, acc: 0.6827
(TESTING) task: 6, epoch: 7/30, loss: 2.1915, acc: 0.6830
(TESTING) task: 6, epoch: 7/30, loss: 2.1954, acc: 0.6875
(TESTING) task: 6, epoch: 7/30, loss: 2.1944, acc: 0.6992
(TESTING) task: 6, epoch: 7/30, loss: 2.1943, acc: 0.7096
(TESTING) task: 6, epoch: 7/30, loss: 2.1906, acc: 0.7257
(TESTING) task: 6, epoch: 7/30, loss: 2.1903, acc: 0.7171
(TESTING) task: 6, epoch: 7/30, loss: 2.1918, acc: 0.7156
(TESTING) task: 6, epoch: 7/30, loss: 2.1913, acc: 0.7202
(TESTING) task: 6, epoch: 7/30, loss: 2.1899, acc: 0.7330
(TESTING) task: 6, epoch: 7/30, loss: 2.1891, acc: 0.7337
(TESTING) task: 6, epoch: 7/30, loss: 2.1884, acc: 0.7344
(TESTING) task: 6, epoch: 7/30, loss: 2.1854, acc: 0.7325
(TESTING) task: 6, epoch: 7/30, loss: 2.1846, acc: 0.7308
(TESTING) task: 6, epoch: 7/30, loss: 2.1843, acc: 0.7245
(TESTING) task: 6, epoch: 7/30, loss: 2.1849, acc: 0.7232
(TESTING) task: 6, epoch: 7/30, loss: 2.1852, acc: 0.7263
(TESTING) task: 6, epoch: 7/30, loss: 2.1856, acc: 0.7229
(TESTING) task: 6, epoch: 7/30, loss: 2.1864, acc: 0.7198
(TESTING) task: 6, epoch: 7/30, loss: 2.1876, acc: 0.7129
(TESTING) task: 6, epoch: 7/30, loss: 2.1874, acc: 0.7159
(TESTING) task: 6, epoch: 7/30, loss: 2.1872, acc: 0.7169
(TESTING) task: 6, epoch: 7/30, loss: 2.1874, acc: 0.7125
(TESTING) task: 6, epoch: 7/30, loss: 2.1878, acc: 0.7101
(TESTING) task: 6, epoch: 7/30, loss: 2.1881, acc: 0.7044
(TESTING) task: 6, epoch: 7/30, loss: 2.1884, acc: 0.7056
(TESTING) task: 6, epoch: 7/30, loss: 2.1869, acc: 0.7083
(TESTING) task: 6, epoch: 7/30, loss: 2.1877, acc: 0.7063
(TESTING) task: 6, epoch: 7/30, loss: 2.1884, acc: 0.7043
(TESTING) task: 6, epoch: 7/30, loss: 2.1883, acc: 0.7054
(TESTING) task: 6, epoch: 7/30, loss: 2.1885, acc: 0.7064
(TESTING) task: 6, epoch: 7/30, loss: 2.1878, acc: 0.7074
(TESTING) task: 6, epoch: 7/30, loss: 2.1883, acc: 0.7083
(TESTING) task: 6, epoch: 7/30, loss: 2.1878, acc: 0.7052
(TESTING) task: 6, epoch: 7/30, loss: 2.1871, acc: 0.7048
(TESTING) task: 6, epoch: 7/30, loss: 2.1868, acc: 0.7044
(TESTING) task: 6, epoch: 7/30, loss: 2.1869, acc: 0.7028
(TESTING) task: 6, epoch: 7/30, loss: 2.1875, acc: 0.7050
(TESTING) task: 6, epoch: 7/30, loss: 2.1871, acc: 0.7071
(TESTING) task: 6, epoch: 7/30, loss: 2.1881, acc: 0.7043
(TESTING) task: 6, epoch: 7/30, loss: 2.1887, acc: 0.7028
(TESTING) task: 6, epoch: 7/30, loss: 2.1886, acc: 0.7049
(TESTING) task: 6, epoch: 7/30, loss: 2.1888, acc: 0.6989
(TESTING) task: 6, epoch: 7/30, loss: 2.1885, acc: 0.7009
(TESTING) task: 6, epoch: 7/30, loss: 2.1887, acc: 0.6996
(TESTING) task: 6, epoch: 7/30, loss: 2.1885, acc: 0.7004
(TESTING) task: 6, epoch: 7/30, loss: 2.1891, acc: 0.6981
(TESTING) task: 6, epoch: 7/30, loss: 2.1899, acc: 0.6969
(TESTING) task: 6, epoch: 7/30, loss: 2.1899, acc: 0.6977
(TESTING) task: 6, epoch: 7/30, loss: 2.1898, acc: 0.6996
(TESTING) task: 6, epoch: 7/30, loss: 2.1885, acc: 0.7044
(TRAINING) task: 6, epoch: 8/30, loss: 2.1838, acc: 0.7461
(TRAINING) task: 6, epoch: 8/30, loss: 2.1804, acc: 0.7441
(TRAINING) task: 6, epoch: 8/30, loss: 2.1801, acc: 0.7383
(TRAINING) task: 6, epoch: 8/30, loss: 2.1766, acc: 0.7461
(TRAINING) task: 6, epoch: 8/30, loss: 2.1803, acc: 0.7367
(TRAINING) task: 6, epoch: 8/30, loss: 2.1812, acc: 0.7344
(TRAINING) task: 6, epoch: 8/30, loss: 2.1791, acc: 0.7400
(TRAINING) task: 6, epoch: 8/30, loss: 2.1802, acc: 0.7402
(TRAINING) task: 6, epoch: 8/30, loss: 2.1792, acc: 0.7405
(TRAINING) task: 6, epoch: 8/30, loss: 2.1768, acc: 0.7441
(TRAINING) task: 6, epoch: 8/30, loss: 2.1757, acc: 0.7472
(TRAINING) task: 6, epoch: 8/30, loss: 2.1745, acc: 0.7487
(TRAINING) task: 6, epoch: 8/30, loss: 2.1746, acc: 0.7479
(TRAINING) task: 6, epoch: 8/30, loss: 2.1739, acc: 0.7480
(TRAINING) task: 6, epoch: 8/30, loss: 2.1745, acc: 0.7495
(TRAINING) task: 6, epoch: 8/30, loss: 2.1744, acc: 0.7485
(TRAINING) task: 6, epoch: 8/30, loss: 2.1733, acc: 0.7475
(TRAINING) task: 6, epoch: 8/30, loss: 2.1734, acc: 0.7467
(TRAINING) task: 6, epoch: 8/30, loss: 2.1736, acc: 0.7473
(TRAINING) task: 6, epoch: 8/30, loss: 2.1719, acc: 0.7515
(TESTING) task: 6, epoch: 8/30, loss: 2.1846, acc: 0.6875
(TESTING) task: 6, epoch: 8/30, loss: 2.1719, acc: 0.7812
(TESTING) task: 6, epoch: 8/30, loss: 2.1919, acc: 0.6667
(TESTING) task: 6, epoch: 8/30, loss: 2.1803, acc: 0.6875
(TESTING) task: 6, epoch: 8/30, loss: 2.1701, acc: 0.7000
(TESTING) task: 6, epoch: 8/30, loss: 2.1743, acc: 0.6875
(TESTING) task: 6, epoch: 8/30, loss: 2.1788, acc: 0.7232
(TESTING) task: 6, epoch: 8/30, loss: 2.1779, acc: 0.7109
(TESTING) task: 6, epoch: 8/30, loss: 2.1765, acc: 0.7292
(TESTING) task: 6, epoch: 8/30, loss: 2.1809, acc: 0.7250
(TESTING) task: 6, epoch: 8/30, loss: 2.1796, acc: 0.7273
(TESTING) task: 6, epoch: 8/30, loss: 2.1830, acc: 0.7240
(TESTING) task: 6, epoch: 8/30, loss: 2.1793, acc: 0.7404
(TESTING) task: 6, epoch: 8/30, loss: 2.1753, acc: 0.7411
(TESTING) task: 6, epoch: 8/30, loss: 2.1755, acc: 0.7458
(TESTING) task: 6, epoch: 8/30, loss: 2.1737, acc: 0.7422
(TESTING) task: 6, epoch: 8/30, loss: 2.1755, acc: 0.7390
(TESTING) task: 6, epoch: 8/30, loss: 2.1727, acc: 0.7500
(TESTING) task: 6, epoch: 8/30, loss: 2.1727, acc: 0.7500
(TESTING) task: 6, epoch: 8/30, loss: 2.1733, acc: 0.7562
(TESTING) task: 6, epoch: 8/30, loss: 2.1702, acc: 0.7619
(TESTING) task: 6, epoch: 8/30, loss: 2.1727, acc: 0.7557
(TESTING) task: 6, epoch: 8/30, loss: 2.1720, acc: 0.7582
(TESTING) task: 6, epoch: 8/30, loss: 2.1732, acc: 0.7526
(TESTING) task: 6, epoch: 8/30, loss: 2.1722, acc: 0.7525
(TESTING) task: 6, epoch: 8/30, loss: 2.1690, acc: 0.7572
(TESTING) task: 6, epoch: 8/30, loss: 2.1683, acc: 0.7569
(TESTING) task: 6, epoch: 8/30, loss: 2.1682, acc: 0.7589
(TESTING) task: 6, epoch: 8/30, loss: 2.1680, acc: 0.7586
(TESTING) task: 6, epoch: 8/30, loss: 2.1662, acc: 0.7542
(TESTING) task: 6, epoch: 8/30, loss: 2.1665, acc: 0.7480
(TESTING) task: 6, epoch: 8/30, loss: 2.1656, acc: 0.7480
(TESTING) task: 6, epoch: 8/30, loss: 2.1655, acc: 0.7500
(TESTING) task: 6, epoch: 8/30, loss: 2.1668, acc: 0.7500
(TESTING) task: 6, epoch: 8/30, loss: 2.1664, acc: 0.7464
(TESTING) task: 6, epoch: 8/30, loss: 2.1665, acc: 0.7448
(TESTING) task: 6, epoch: 8/30, loss: 2.1648, acc: 0.7432
(TESTING) task: 6, epoch: 8/30, loss: 2.1638, acc: 0.7434
(TESTING) task: 6, epoch: 8/30, loss: 2.1657, acc: 0.7436
(TESTING) task: 6, epoch: 8/30, loss: 2.1662, acc: 0.7438
(TESTING) task: 6, epoch: 8/30, loss: 2.1673, acc: 0.7409
(TESTING) task: 6, epoch: 8/30, loss: 2.1676, acc: 0.7455
(TESTING) task: 6, epoch: 8/30, loss: 2.1658, acc: 0.7485
(TESTING) task: 6, epoch: 8/30, loss: 2.1671, acc: 0.7401
(TESTING) task: 6, epoch: 8/30, loss: 2.1674, acc: 0.7403
(TESTING) task: 6, epoch: 8/30, loss: 2.1667, acc: 0.7405
(TESTING) task: 6, epoch: 8/30, loss: 2.1662, acc: 0.7420
(TESTING) task: 6, epoch: 8/30, loss: 2.1655, acc: 0.7409
(TESTING) task: 6, epoch: 8/30, loss: 2.1651, acc: 0.7423
(TESTING) task: 6, epoch: 8/30, loss: 2.1643, acc: 0.7438
(TESTING) task: 6, epoch: 8/30, loss: 2.1654, acc: 0.7414
(TESTING) task: 6, epoch: 8/30, loss: 2.1648, acc: 0.7404
(TESTING) task: 6, epoch: 8/30, loss: 2.1659, acc: 0.7394
(TESTING) task: 6, epoch: 8/30, loss: 2.1649, acc: 0.7407
(TESTING) task: 6, epoch: 8/30, loss: 2.1650, acc: 0.7443
(TESTING) task: 6, epoch: 8/30, loss: 2.1657, acc: 0.7411
(TESTING) task: 6, epoch: 8/30, loss: 2.1659, acc: 0.7412
(TESTING) task: 6, epoch: 8/30, loss: 2.1667, acc: 0.7392
(TESTING) task: 6, epoch: 8/30, loss: 2.1664, acc: 0.7394
(TESTING) task: 6, epoch: 8/30, loss: 2.1672, acc: 0.7375
(TESTING) task: 6, epoch: 8/30, loss: 2.1667, acc: 0.7387
(TESTING) task: 6, epoch: 8/30, loss: 2.1656, acc: 0.7409
(TESTING) task: 6, epoch: 8/30, loss: 2.1669, acc: 0.7371
(TRAINING) task: 6, epoch: 9/30, loss: 2.1687, acc: 0.7734
(TRAINING) task: 6, epoch: 9/30, loss: 2.1613, acc: 0.7656
(TRAINING) task: 6, epoch: 9/30, loss: 2.1604, acc: 0.7682
(TRAINING) task: 6, epoch: 9/30, loss: 2.1613, acc: 0.7617
(TRAINING) task: 6, epoch: 9/30, loss: 2.1623, acc: 0.7625
(TRAINING) task: 6, epoch: 9/30, loss: 2.1600, acc: 0.7604
(TRAINING) task: 6, epoch: 9/30, loss: 2.1588, acc: 0.7612
(TRAINING) task: 6, epoch: 9/30, loss: 2.1574, acc: 0.7593
(TRAINING) task: 6, epoch: 9/30, loss: 2.1554, acc: 0.7630
(TRAINING) task: 6, epoch: 9/30, loss: 2.1551, acc: 0.7648
(TRAINING) task: 6, epoch: 9/30, loss: 2.1541, acc: 0.7649
(TRAINING) task: 6, epoch: 9/30, loss: 2.1531, acc: 0.7669
(TRAINING) task: 6, epoch: 9/30, loss: 2.1520, acc: 0.7704
(TRAINING) task: 6, epoch: 9/30, loss: 2.1519, acc: 0.7729
(TRAINING) task: 6, epoch: 9/30, loss: 2.1519, acc: 0.7716
(TRAINING) task: 6, epoch: 9/30, loss: 2.1512, acc: 0.7725
(TRAINING) task: 6, epoch: 9/30, loss: 2.1502, acc: 0.7732
(TRAINING) task: 6, epoch: 9/30, loss: 2.1492, acc: 0.7745
(TRAINING) task: 6, epoch: 9/30, loss: 2.1484, acc: 0.7761
(TRAINING) task: 6, epoch: 9/30, loss: 2.1480, acc: 0.7792
(TESTING) task: 6, epoch: 9/30, loss: 2.2159, acc: 0.7500
(TESTING) task: 6, epoch: 9/30, loss: 2.1818, acc: 0.7500
(TESTING) task: 6, epoch: 9/30, loss: 2.1768, acc: 0.7708
(TESTING) task: 6, epoch: 9/30, loss: 2.1748, acc: 0.7344
(TESTING) task: 6, epoch: 9/30, loss: 2.1519, acc: 0.7625
(TESTING) task: 6, epoch: 9/30, loss: 2.1514, acc: 0.7604
(TESTING) task: 6, epoch: 9/30, loss: 2.1541, acc: 0.7411
(TESTING) task: 6, epoch: 9/30, loss: 2.1588, acc: 0.7500
(TESTING) task: 6, epoch: 9/30, loss: 2.1549, acc: 0.7639
(TESTING) task: 6, epoch: 9/30, loss: 2.1570, acc: 0.7562
(TESTING) task: 6, epoch: 9/30, loss: 2.1548, acc: 0.7500
(TESTING) task: 6, epoch: 9/30, loss: 2.1518, acc: 0.7396
(TESTING) task: 6, epoch: 9/30, loss: 2.1549, acc: 0.7452
(TESTING) task: 6, epoch: 9/30, loss: 2.1508, acc: 0.7634
(TESTING) task: 6, epoch: 9/30, loss: 2.1475, acc: 0.7667
(TESTING) task: 6, epoch: 9/30, loss: 2.1479, acc: 0.7500
(TESTING) task: 6, epoch: 9/30, loss: 2.1440, acc: 0.7574
(TESTING) task: 6, epoch: 9/30, loss: 2.1444, acc: 0.7431
(TESTING) task: 6, epoch: 9/30, loss: 2.1437, acc: 0.7500
(TESTING) task: 6, epoch: 9/30, loss: 2.1448, acc: 0.7469
(TESTING) task: 6, epoch: 9/30, loss: 2.1448, acc: 0.7500
(TESTING) task: 6, epoch: 9/30, loss: 2.1458, acc: 0.7500
(TESTING) task: 6, epoch: 9/30, loss: 2.1476, acc: 0.7527
(TESTING) task: 6, epoch: 9/30, loss: 2.1463, acc: 0.7526
(TESTING) task: 6, epoch: 9/30, loss: 2.1476, acc: 0.7525
(TESTING) task: 6, epoch: 9/30, loss: 2.1479, acc: 0.7476
(TESTING) task: 6, epoch: 9/30, loss: 2.1499, acc: 0.7431
(TESTING) task: 6, epoch: 9/30, loss: 2.1484, acc: 0.7478
(TESTING) task: 6, epoch: 9/30, loss: 2.1468, acc: 0.7522
(TESTING) task: 6, epoch: 9/30, loss: 2.1458, acc: 0.7521
(TESTING) task: 6, epoch: 9/30, loss: 2.1459, acc: 0.7540
(TESTING) task: 6, epoch: 9/30, loss: 2.1468, acc: 0.7539
(TESTING) task: 6, epoch: 9/30, loss: 2.1462, acc: 0.7576
(TESTING) task: 6, epoch: 9/30, loss: 2.1467, acc: 0.7574
(TESTING) task: 6, epoch: 9/30, loss: 2.1448, acc: 0.7625
(TESTING) task: 6, epoch: 9/30, loss: 2.1442, acc: 0.7622
(TESTING) task: 6, epoch: 9/30, loss: 2.1436, acc: 0.7618
(TESTING) task: 6, epoch: 9/30, loss: 2.1428, acc: 0.7648
(TESTING) task: 6, epoch: 9/30, loss: 2.1428, acc: 0.7644
(TESTING) task: 6, epoch: 9/30, loss: 2.1420, acc: 0.7641
(TESTING) task: 6, epoch: 9/30, loss: 2.1430, acc: 0.7607
(TESTING) task: 6, epoch: 9/30, loss: 2.1438, acc: 0.7604
(TESTING) task: 6, epoch: 9/30, loss: 2.1445, acc: 0.7602
(TESTING) task: 6, epoch: 9/30, loss: 2.1444, acc: 0.7642
(TESTING) task: 6, epoch: 9/30, loss: 2.1430, acc: 0.7681
(TESTING) task: 6, epoch: 9/30, loss: 2.1403, acc: 0.7704
(TESTING) task: 6, epoch: 9/30, loss: 2.1412, acc: 0.7699
(TESTING) task: 6, epoch: 9/30, loss: 2.1420, acc: 0.7708
(TESTING) task: 6, epoch: 9/30, loss: 2.1425, acc: 0.7730
(TESTING) task: 6, epoch: 9/30, loss: 2.1420, acc: 0.7738
(TESTING) task: 6, epoch: 9/30, loss: 2.1417, acc: 0.7745
(TESTING) task: 6, epoch: 9/30, loss: 2.1421, acc: 0.7716
(TESTING) task: 6, epoch: 9/30, loss: 2.1416, acc: 0.7736
(TESTING) task: 6, epoch: 9/30, loss: 2.1417, acc: 0.7731
(TESTING) task: 6, epoch: 9/30, loss: 2.1422, acc: 0.7705
(TESTING) task: 6, epoch: 9/30, loss: 2.1434, acc: 0.7645
(TESTING) task: 6, epoch: 9/30, loss: 2.1425, acc: 0.7643
(TESTING) task: 6, epoch: 9/30, loss: 2.1423, acc: 0.7651
(TESTING) task: 6, epoch: 9/30, loss: 2.1425, acc: 0.7648
(TESTING) task: 6, epoch: 9/30, loss: 2.1418, acc: 0.7667
(TESTING) task: 6, epoch: 9/30, loss: 2.1413, acc: 0.7695
(TESTING) task: 6, epoch: 9/30, loss: 2.1422, acc: 0.7702
(TESTING) task: 6, epoch: 9/30, loss: 2.1419, acc: 0.7718
(TRAINING) task: 6, epoch: 10/30, loss: 2.1140, acc: 0.8203
(TRAINING) task: 6, epoch: 10/30, loss: 2.1230, acc: 0.8125
(TRAINING) task: 6, epoch: 10/30, loss: 2.1299, acc: 0.7943
(TRAINING) task: 6, epoch: 10/30, loss: 2.1297, acc: 0.7969
(TRAINING) task: 6, epoch: 10/30, loss: 2.1297, acc: 0.7977
(TRAINING) task: 6, epoch: 10/30, loss: 2.1288, acc: 0.8014
(TRAINING) task: 6, epoch: 10/30, loss: 2.1281, acc: 0.8047
(TRAINING) task: 6, epoch: 10/30, loss: 2.1282, acc: 0.8018
(TRAINING) task: 6, epoch: 10/30, loss: 2.1261, acc: 0.7995
(TRAINING) task: 6, epoch: 10/30, loss: 2.1287, acc: 0.7957
(TRAINING) task: 6, epoch: 10/30, loss: 2.1272, acc: 0.7926
(TRAINING) task: 6, epoch: 10/30, loss: 2.1242, acc: 0.7956
(TRAINING) task: 6, epoch: 10/30, loss: 2.1243, acc: 0.7951
(TRAINING) task: 6, epoch: 10/30, loss: 2.1240, acc: 0.7974
(TRAINING) task: 6, epoch: 10/30, loss: 2.1240, acc: 0.7977
(TRAINING) task: 6, epoch: 10/30, loss: 2.1220, acc: 0.8015
(TRAINING) task: 6, epoch: 10/30, loss: 2.1226, acc: 0.8022
(TRAINING) task: 6, epoch: 10/30, loss: 2.1236, acc: 0.7999
(TRAINING) task: 6, epoch: 10/30, loss: 2.1230, acc: 0.7995
(TRAINING) task: 6, epoch: 10/30, loss: 2.1220, acc: 0.8015
(TESTING) task: 6, epoch: 10/30, loss: 2.1063, acc: 0.8750
(TESTING) task: 6, epoch: 10/30, loss: 2.0978, acc: 0.7500
(TESTING) task: 6, epoch: 10/30, loss: 2.0889, acc: 0.7292
(TESTING) task: 6, epoch: 10/30, loss: 2.1032, acc: 0.7656
(TESTING) task: 6, epoch: 10/30, loss: 2.1140, acc: 0.7625
(TESTING) task: 6, epoch: 10/30, loss: 2.1104, acc: 0.7708
(TESTING) task: 6, epoch: 10/30, loss: 2.1058, acc: 0.8036
(TESTING) task: 6, epoch: 10/30, loss: 2.1040, acc: 0.7891
(TESTING) task: 6, epoch: 10/30, loss: 2.1104, acc: 0.7778
(TESTING) task: 6, epoch: 10/30, loss: 2.1137, acc: 0.7625
(TESTING) task: 6, epoch: 10/30, loss: 2.1090, acc: 0.7500
(TESTING) task: 6, epoch: 10/30, loss: 2.1119, acc: 0.7604
(TESTING) task: 6, epoch: 10/30, loss: 2.1117, acc: 0.7692
(TESTING) task: 6, epoch: 10/30, loss: 2.1143, acc: 0.7723
(TESTING) task: 6, epoch: 10/30, loss: 2.1090, acc: 0.7667
(TESTING) task: 6, epoch: 10/30, loss: 2.1094, acc: 0.7695
(TESTING) task: 6, epoch: 10/30, loss: 2.1101, acc: 0.7721
(TESTING) task: 6, epoch: 10/30, loss: 2.1113, acc: 0.7743
(TESTING) task: 6, epoch: 10/30, loss: 2.1129, acc: 0.7730
(TESTING) task: 6, epoch: 10/30, loss: 2.1139, acc: 0.7750
(TESTING) task: 6, epoch: 10/30, loss: 2.1156, acc: 0.7679
(TESTING) task: 6, epoch: 10/30, loss: 2.1104, acc: 0.7784
(TESTING) task: 6, epoch: 10/30, loss: 2.1119, acc: 0.7663
(TESTING) task: 6, epoch: 10/30, loss: 2.1111, acc: 0.7656
(TESTING) task: 6, epoch: 10/30, loss: 2.1139, acc: 0.7675
(TESTING) task: 6, epoch: 10/30, loss: 2.1156, acc: 0.7644
(TESTING) task: 6, epoch: 10/30, loss: 2.1161, acc: 0.7639
(TESTING) task: 6, epoch: 10/30, loss: 2.1182, acc: 0.7656
(TESTING) task: 6, epoch: 10/30, loss: 2.1186, acc: 0.7672
(TESTING) task: 6, epoch: 10/30, loss: 2.1197, acc: 0.7625
(TESTING) task: 6, epoch: 10/30, loss: 2.1190, acc: 0.7681
(TESTING) task: 6, epoch: 10/30, loss: 2.1185, acc: 0.7676
(TESTING) task: 6, epoch: 10/30, loss: 2.1188, acc: 0.7689
(TESTING) task: 6, epoch: 10/30, loss: 2.1174, acc: 0.7721
(TESTING) task: 6, epoch: 10/30, loss: 2.1140, acc: 0.7786
(TESTING) task: 6, epoch: 10/30, loss: 2.1145, acc: 0.7778
(TESTING) task: 6, epoch: 10/30, loss: 2.1142, acc: 0.7804
(TESTING) task: 6, epoch: 10/30, loss: 2.1153, acc: 0.7845
(TESTING) task: 6, epoch: 10/30, loss: 2.1146, acc: 0.7853
(TESTING) task: 6, epoch: 10/30, loss: 2.1142, acc: 0.7828
(TESTING) task: 6, epoch: 10/30, loss: 2.1151, acc: 0.7790
(TESTING) task: 6, epoch: 10/30, loss: 2.1146, acc: 0.7798
(TESTING) task: 6, epoch: 10/30, loss: 2.1155, acc: 0.7791
(TESTING) task: 6, epoch: 10/30, loss: 2.1143, acc: 0.7812
(TESTING) task: 6, epoch: 10/30, loss: 2.1140, acc: 0.7806
(TESTING) task: 6, epoch: 10/30, loss: 2.1151, acc: 0.7799
(TESTING) task: 6, epoch: 10/30, loss: 2.1148, acc: 0.7793
(TESTING) task: 6, epoch: 10/30, loss: 2.1151, acc: 0.7773
(TESTING) task: 6, epoch: 10/30, loss: 2.1161, acc: 0.7781
(TESTING) task: 6, epoch: 10/30, loss: 2.1171, acc: 0.7750
(TESTING) task: 6, epoch: 10/30, loss: 2.1165, acc: 0.7757
(TESTING) task: 6, epoch: 10/30, loss: 2.1152, acc: 0.7800
(TESTING) task: 6, epoch: 10/30, loss: 2.1156, acc: 0.7807
(TESTING) task: 6, epoch: 10/30, loss: 2.1149, acc: 0.7824
(TESTING) task: 6, epoch: 10/30, loss: 2.1154, acc: 0.7818
(TESTING) task: 6, epoch: 10/30, loss: 2.1151, acc: 0.7835
(TESTING) task: 6, epoch: 10/30, loss: 2.1153, acc: 0.7840
(TESTING) task: 6, epoch: 10/30, loss: 2.1160, acc: 0.7845
(TESTING) task: 6, epoch: 10/30, loss: 2.1165, acc: 0.7839
(TESTING) task: 6, epoch: 10/30, loss: 2.1171, acc: 0.7854
(TESTING) task: 6, epoch: 10/30, loss: 2.1155, acc: 0.7869
(TESTING) task: 6, epoch: 10/30, loss: 2.1156, acc: 0.7893
(TESTING) task: 6, epoch: 10/30, loss: 2.1167, acc: 0.7887
(TRAINING) task: 6, epoch: 11/30, loss: 2.1245, acc: 0.8008
(TRAINING) task: 6, epoch: 11/30, loss: 2.1177, acc: 0.7969
(TRAINING) task: 6, epoch: 11/30, loss: 2.1160, acc: 0.7904
(TRAINING) task: 6, epoch: 11/30, loss: 2.1089, acc: 0.8037
(TRAINING) task: 6, epoch: 11/30, loss: 2.1045, acc: 0.8078
(TRAINING) task: 6, epoch: 11/30, loss: 2.1057, acc: 0.8138
(TRAINING) task: 6, epoch: 11/30, loss: 2.1042, acc: 0.8064
(TRAINING) task: 6, epoch: 11/30, loss: 2.1019, acc: 0.8140
(TRAINING) task: 6, epoch: 11/30, loss: 2.1008, acc: 0.8155
(TRAINING) task: 6, epoch: 11/30, loss: 2.1006, acc: 0.8172
(TRAINING) task: 6, epoch: 11/30, loss: 2.0994, acc: 0.8217
(TRAINING) task: 6, epoch: 11/30, loss: 2.0994, acc: 0.8197
(TRAINING) task: 6, epoch: 11/30, loss: 2.0995, acc: 0.8197
(TRAINING) task: 6, epoch: 11/30, loss: 2.0993, acc: 0.8214
(TRAINING) task: 6, epoch: 11/30, loss: 2.0989, acc: 0.8211
(TRAINING) task: 6, epoch: 11/30, loss: 2.0991, acc: 0.8213
(TRAINING) task: 6, epoch: 11/30, loss: 2.0982, acc: 0.8235
(TRAINING) task: 6, epoch: 11/30, loss: 2.0969, acc: 0.8240
(TRAINING) task: 6, epoch: 11/30, loss: 2.0964, acc: 0.8238
(TRAINING) task: 6, epoch: 11/30, loss: 2.0956, acc: 0.8249
(TESTING) task: 6, epoch: 11/30, loss: 2.1183, acc: 0.7500
(TESTING) task: 6, epoch: 11/30, loss: 2.1256, acc: 0.7500
(TESTING) task: 6, epoch: 11/30, loss: 2.1242, acc: 0.7500
(TESTING) task: 6, epoch: 11/30, loss: 2.1120, acc: 0.7344
(TESTING) task: 6, epoch: 11/30, loss: 2.1109, acc: 0.7250
(TESTING) task: 6, epoch: 11/30, loss: 2.1039, acc: 0.7604
(TESTING) task: 6, epoch: 11/30, loss: 2.1002, acc: 0.7946
(TESTING) task: 6, epoch: 11/30, loss: 2.1023, acc: 0.7734
(TESTING) task: 6, epoch: 11/30, loss: 2.1026, acc: 0.7778
(TESTING) task: 6, epoch: 11/30, loss: 2.0991, acc: 0.7937
(TESTING) task: 6, epoch: 11/30, loss: 2.0983, acc: 0.8011
(TESTING) task: 6, epoch: 11/30, loss: 2.0969, acc: 0.8073
(TESTING) task: 6, epoch: 11/30, loss: 2.0985, acc: 0.8077
(TESTING) task: 6, epoch: 11/30, loss: 2.1005, acc: 0.7946
(TESTING) task: 6, epoch: 11/30, loss: 2.1019, acc: 0.7917
(TESTING) task: 6, epoch: 11/30, loss: 2.0962, acc: 0.7969
(TESTING) task: 6, epoch: 11/30, loss: 2.0957, acc: 0.7941
(TESTING) task: 6, epoch: 11/30, loss: 2.1001, acc: 0.7882
(TESTING) task: 6, epoch: 11/30, loss: 2.0979, acc: 0.7961
(TESTING) task: 6, epoch: 11/30, loss: 2.0937, acc: 0.8000
(TESTING) task: 6, epoch: 11/30, loss: 2.0941, acc: 0.8006
(TESTING) task: 6, epoch: 11/30, loss: 2.0926, acc: 0.8040
(TESTING) task: 6, epoch: 11/30, loss: 2.0929, acc: 0.8043
(TESTING) task: 6, epoch: 11/30, loss: 2.0931, acc: 0.8047
(TESTING) task: 6, epoch: 11/30, loss: 2.0924, acc: 0.8050
(TESTING) task: 6, epoch: 11/30, loss: 2.0880, acc: 0.8101
(TESTING) task: 6, epoch: 11/30, loss: 2.0895, acc: 0.8079
(TESTING) task: 6, epoch: 11/30, loss: 2.0893, acc: 0.8103
(TESTING) task: 6, epoch: 11/30, loss: 2.0899, acc: 0.8125
(TESTING) task: 6, epoch: 11/30, loss: 2.0904, acc: 0.8104
(TESTING) task: 6, epoch: 11/30, loss: 2.0893, acc: 0.8165
(TESTING) task: 6, epoch: 11/30, loss: 2.0907, acc: 0.8125
(TESTING) task: 6, epoch: 11/30, loss: 2.0879, acc: 0.8125
(TESTING) task: 6, epoch: 11/30, loss: 2.0870, acc: 0.8162
(TESTING) task: 6, epoch: 11/30, loss: 2.0866, acc: 0.8179
(TESTING) task: 6, epoch: 11/30, loss: 2.0880, acc: 0.8160
(TESTING) task: 6, epoch: 11/30, loss: 2.0890, acc: 0.8193
(TESTING) task: 6, epoch: 11/30, loss: 2.0906, acc: 0.8174
(TESTING) task: 6, epoch: 11/30, loss: 2.0914, acc: 0.8141
(TESTING) task: 6, epoch: 11/30, loss: 2.0921, acc: 0.8109
(TESTING) task: 6, epoch: 11/30, loss: 2.0909, acc: 0.8140
(TESTING) task: 6, epoch: 11/30, loss: 2.0914, acc: 0.8125
(TESTING) task: 6, epoch: 11/30, loss: 2.0896, acc: 0.8169
(TESTING) task: 6, epoch: 11/30, loss: 2.0903, acc: 0.8168
(TESTING) task: 6, epoch: 11/30, loss: 2.0906, acc: 0.8181
(TESTING) task: 6, epoch: 11/30, loss: 2.0891, acc: 0.8179
(TESTING) task: 6, epoch: 11/30, loss: 2.0896, acc: 0.8165
(TESTING) task: 6, epoch: 11/30, loss: 2.0910, acc: 0.8138
(TESTING) task: 6, epoch: 11/30, loss: 2.0930, acc: 0.8087
(TESTING) task: 6, epoch: 11/30, loss: 2.0929, acc: 0.8087
(TESTING) task: 6, epoch: 11/30, loss: 2.0927, acc: 0.8051
(TESTING) task: 6, epoch: 11/30, loss: 2.0919, acc: 0.8077
(TESTING) task: 6, epoch: 11/30, loss: 2.0908, acc: 0.8078
(TESTING) task: 6, epoch: 11/30, loss: 2.0901, acc: 0.8090
(TESTING) task: 6, epoch: 11/30, loss: 2.0907, acc: 0.8091
(TESTING) task: 6, epoch: 11/30, loss: 2.0909, acc: 0.8103
(TESTING) task: 6, epoch: 11/30, loss: 2.0905, acc: 0.8103
(TESTING) task: 6, epoch: 11/30, loss: 2.0900, acc: 0.8114
(TESTING) task: 6, epoch: 11/30, loss: 2.0906, acc: 0.8104
(TESTING) task: 6, epoch: 11/30, loss: 2.0907, acc: 0.8115
(TESTING) task: 6, epoch: 11/30, loss: 2.0903, acc: 0.8115
(TESTING) task: 6, epoch: 11/30, loss: 2.0897, acc: 0.8135
(TESTING) task: 6, epoch: 11/30, loss: 2.0907, acc: 0.8165
(TRAINING) task: 6, epoch: 12/30, loss: 2.0961, acc: 0.8516
(TRAINING) task: 6, epoch: 12/30, loss: 2.0893, acc: 0.8398
(TRAINING) task: 6, epoch: 12/30, loss: 2.0846, acc: 0.8372
(TRAINING) task: 6, epoch: 12/30, loss: 2.0840, acc: 0.8438
(TRAINING) task: 6, epoch: 12/30, loss: 2.0795, acc: 0.8508
(TRAINING) task: 6, epoch: 12/30, loss: 2.0805, acc: 0.8464
(TRAINING) task: 6, epoch: 12/30, loss: 2.0799, acc: 0.8410
(TRAINING) task: 6, epoch: 12/30, loss: 2.0808, acc: 0.8423
(TRAINING) task: 6, epoch: 12/30, loss: 2.0809, acc: 0.8381
(TRAINING) task: 6, epoch: 12/30, loss: 2.0805, acc: 0.8391
(TRAINING) task: 6, epoch: 12/30, loss: 2.0794, acc: 0.8366
(TRAINING) task: 6, epoch: 12/30, loss: 2.0786, acc: 0.8356
(TRAINING) task: 6, epoch: 12/30, loss: 2.0767, acc: 0.8338
(TRAINING) task: 6, epoch: 12/30, loss: 2.0759, acc: 0.8343
(TRAINING) task: 6, epoch: 12/30, loss: 2.0762, acc: 0.8328
(TRAINING) task: 6, epoch: 12/30, loss: 2.0753, acc: 0.8342
(TRAINING) task: 6, epoch: 12/30, loss: 2.0738, acc: 0.8364
(TRAINING) task: 6, epoch: 12/30, loss: 2.0725, acc: 0.8359
(TRAINING) task: 6, epoch: 12/30, loss: 2.0721, acc: 0.8353
(TRAINING) task: 6, epoch: 12/30, loss: 2.0690, acc: 0.8377
(TESTING) task: 6, epoch: 12/30, loss: 2.1333, acc: 0.8125
(TESTING) task: 6, epoch: 12/30, loss: 2.1158, acc: 0.7812
(TESTING) task: 6, epoch: 12/30, loss: 2.0879, acc: 0.7500
(TESTING) task: 6, epoch: 12/30, loss: 2.0858, acc: 0.7656
(TESTING) task: 6, epoch: 12/30, loss: 2.0806, acc: 0.7875
(TESTING) task: 6, epoch: 12/30, loss: 2.0803, acc: 0.7917
(TESTING) task: 6, epoch: 12/30, loss: 2.0915, acc: 0.7768
(TESTING) task: 6, epoch: 12/30, loss: 2.0868, acc: 0.7891
(TESTING) task: 6, epoch: 12/30, loss: 2.0831, acc: 0.7986
(TESTING) task: 6, epoch: 12/30, loss: 2.0701, acc: 0.8187
(TESTING) task: 6, epoch: 12/30, loss: 2.0772, acc: 0.8011
(TESTING) task: 6, epoch: 12/30, loss: 2.0766, acc: 0.8125
(TESTING) task: 6, epoch: 12/30, loss: 2.0663, acc: 0.8173
(TESTING) task: 6, epoch: 12/30, loss: 2.0662, acc: 0.8036
(TESTING) task: 6, epoch: 12/30, loss: 2.0642, acc: 0.8083
(TESTING) task: 6, epoch: 12/30, loss: 2.0674, acc: 0.8164
(TESTING) task: 6, epoch: 12/30, loss: 2.0672, acc: 0.8235
(TESTING) task: 6, epoch: 12/30, loss: 2.0684, acc: 0.8229
(TESTING) task: 6, epoch: 12/30, loss: 2.0682, acc: 0.8191
(TESTING) task: 6, epoch: 12/30, loss: 2.0644, acc: 0.8281
(TESTING) task: 6, epoch: 12/30, loss: 2.0650, acc: 0.8244
(TESTING) task: 6, epoch: 12/30, loss: 2.0644, acc: 0.8295
(TESTING) task: 6, epoch: 12/30, loss: 2.0590, acc: 0.8342
(TESTING) task: 6, epoch: 12/30, loss: 2.0607, acc: 0.8281
(TESTING) task: 6, epoch: 12/30, loss: 2.0618, acc: 0.8250
(TESTING) task: 6, epoch: 12/30, loss: 2.0621, acc: 0.8293
(TESTING) task: 6, epoch: 12/30, loss: 2.0600, acc: 0.8287
(TESTING) task: 6, epoch: 12/30, loss: 2.0618, acc: 0.8259
(TESTING) task: 6, epoch: 12/30, loss: 2.0613, acc: 0.8297
(TESTING) task: 6, epoch: 12/30, loss: 2.0607, acc: 0.8292
(TESTING) task: 6, epoch: 12/30, loss: 2.0602, acc: 0.8327
(TESTING) task: 6, epoch: 12/30, loss: 2.0587, acc: 0.8320
(TESTING) task: 6, epoch: 12/30, loss: 2.0588, acc: 0.8333
(TESTING) task: 6, epoch: 12/30, loss: 2.0599, acc: 0.8327
(TESTING) task: 6, epoch: 12/30, loss: 2.0601, acc: 0.8304
(TESTING) task: 6, epoch: 12/30, loss: 2.0626, acc: 0.8316
(TESTING) task: 6, epoch: 12/30, loss: 2.0627, acc: 0.8294
(TESTING) task: 6, epoch: 12/30, loss: 2.0621, acc: 0.8306
(TESTING) task: 6, epoch: 12/30, loss: 2.0638, acc: 0.8253
(TESTING) task: 6, epoch: 12/30, loss: 2.0653, acc: 0.8234
(TESTING) task: 6, epoch: 12/30, loss: 2.0627, acc: 0.8247
(TESTING) task: 6, epoch: 12/30, loss: 2.0640, acc: 0.8229
(TESTING) task: 6, epoch: 12/30, loss: 2.0631, acc: 0.8241
(TESTING) task: 6, epoch: 12/30, loss: 2.0618, acc: 0.8267
(TESTING) task: 6, epoch: 12/30, loss: 2.0610, acc: 0.8292
(TESTING) task: 6, epoch: 12/30, loss: 2.0623, acc: 0.8261
(TESTING) task: 6, epoch: 12/30, loss: 2.0626, acc: 0.8258
(TESTING) task: 6, epoch: 12/30, loss: 2.0621, acc: 0.8255
(TESTING) task: 6, epoch: 12/30, loss: 2.0627, acc: 0.8253
(TESTING) task: 6, epoch: 12/30, loss: 2.0631, acc: 0.8250
(TESTING) task: 6, epoch: 12/30, loss: 2.0637, acc: 0.8248
(TESTING) task: 6, epoch: 12/30, loss: 2.0648, acc: 0.8233
(TESTING) task: 6, epoch: 12/30, loss: 2.0654, acc: 0.8231
(TESTING) task: 6, epoch: 12/30, loss: 2.0645, acc: 0.8252
(TESTING) task: 6, epoch: 12/30, loss: 2.0639, acc: 0.8261
(TESTING) task: 6, epoch: 12/30, loss: 2.0630, acc: 0.8259
(TESTING) task: 6, epoch: 12/30, loss: 2.0638, acc: 0.8257
(TESTING) task: 6, epoch: 12/30, loss: 2.0648, acc: 0.8244
(TESTING) task: 6, epoch: 12/30, loss: 2.0654, acc: 0.8252
(TESTING) task: 6, epoch: 12/30, loss: 2.0648, acc: 0.8250
(TESTING) task: 6, epoch: 12/30, loss: 2.0648, acc: 0.8238
(TESTING) task: 6, epoch: 12/30, loss: 2.0657, acc: 0.8246
(TESTING) task: 6, epoch: 12/30, loss: 2.0663, acc: 0.8214
(TRAINING) task: 6, epoch: 13/30, loss: 2.0621, acc: 0.8594
(TRAINING) task: 6, epoch: 13/30, loss: 2.0673, acc: 0.8438
(TRAINING) task: 6, epoch: 13/30, loss: 2.0544, acc: 0.8490
(TRAINING) task: 6, epoch: 13/30, loss: 2.0468, acc: 0.8486
(TRAINING) task: 6, epoch: 13/30, loss: 2.0478, acc: 0.8484
(TRAINING) task: 6, epoch: 13/30, loss: 2.0484, acc: 0.8470
(TRAINING) task: 6, epoch: 13/30, loss: 2.0502, acc: 0.8438
(TRAINING) task: 6, epoch: 13/30, loss: 2.0489, acc: 0.8438
(TRAINING) task: 6, epoch: 13/30, loss: 2.0507, acc: 0.8411
(TRAINING) task: 6, epoch: 13/30, loss: 2.0523, acc: 0.8406
(TRAINING) task: 6, epoch: 13/30, loss: 2.0508, acc: 0.8430
(TRAINING) task: 6, epoch: 13/30, loss: 2.0520, acc: 0.8421
(TRAINING) task: 6, epoch: 13/30, loss: 2.0519, acc: 0.8404
(TRAINING) task: 6, epoch: 13/30, loss: 2.0506, acc: 0.8401
(TRAINING) task: 6, epoch: 13/30, loss: 2.0490, acc: 0.8380
(TRAINING) task: 6, epoch: 13/30, loss: 2.0471, acc: 0.8396
(TRAINING) task: 6, epoch: 13/30, loss: 2.0477, acc: 0.8382
(TRAINING) task: 6, epoch: 13/30, loss: 2.0480, acc: 0.8388
(TRAINING) task: 6, epoch: 13/30, loss: 2.0465, acc: 0.8405
(TRAINING) task: 6, epoch: 13/30, loss: 2.0469, acc: 0.8403
(TESTING) task: 6, epoch: 13/30, loss: 1.9967, acc: 0.7500
(TESTING) task: 6, epoch: 13/30, loss: 2.0094, acc: 0.8438
(TESTING) task: 6, epoch: 13/30, loss: 2.0063, acc: 0.8333
(TESTING) task: 6, epoch: 13/30, loss: 2.0144, acc: 0.8281
(TESTING) task: 6, epoch: 13/30, loss: 1.9998, acc: 0.8625
(TESTING) task: 6, epoch: 13/30, loss: 2.0011, acc: 0.8646
(TESTING) task: 6, epoch: 13/30, loss: 2.0136, acc: 0.8571
(TESTING) task: 6, epoch: 13/30, loss: 2.0100, acc: 0.8594
(TESTING) task: 6, epoch: 13/30, loss: 2.0092, acc: 0.8681
(TESTING) task: 6, epoch: 13/30, loss: 2.0153, acc: 0.8625
(TESTING) task: 6, epoch: 13/30, loss: 2.0161, acc: 0.8580
(TESTING) task: 6, epoch: 13/30, loss: 2.0261, acc: 0.8542
(TESTING) task: 6, epoch: 13/30, loss: 2.0257, acc: 0.8510
(TESTING) task: 6, epoch: 13/30, loss: 2.0255, acc: 0.8527
(TESTING) task: 6, epoch: 13/30, loss: 2.0316, acc: 0.8542
(TESTING) task: 6, epoch: 13/30, loss: 2.0325, acc: 0.8516
(TESTING) task: 6, epoch: 13/30, loss: 2.0261, acc: 0.8566
(TESTING) task: 6, epoch: 13/30, loss: 2.0270, acc: 0.8611
(TESTING) task: 6, epoch: 13/30, loss: 2.0274, acc: 0.8586
(TESTING) task: 6, epoch: 13/30, loss: 2.0301, acc: 0.8438
(TESTING) task: 6, epoch: 13/30, loss: 2.0256, acc: 0.8482
(TESTING) task: 6, epoch: 13/30, loss: 2.0261, acc: 0.8409
(TESTING) task: 6, epoch: 13/30, loss: 2.0275, acc: 0.8397
(TESTING) task: 6, epoch: 13/30, loss: 2.0310, acc: 0.8438
(TESTING) task: 6, epoch: 13/30, loss: 2.0329, acc: 0.8450
(TESTING) task: 6, epoch: 13/30, loss: 2.0318, acc: 0.8462
(TESTING) task: 6, epoch: 13/30, loss: 2.0374, acc: 0.8403
(TESTING) task: 6, epoch: 13/30, loss: 2.0410, acc: 0.8326
(TESTING) task: 6, epoch: 13/30, loss: 2.0392, acc: 0.8384
(TESTING) task: 6, epoch: 13/30, loss: 2.0396, acc: 0.8375
(TESTING) task: 6, epoch: 13/30, loss: 2.0381, acc: 0.8347
(TESTING) task: 6, epoch: 13/30, loss: 2.0385, acc: 0.8301
(TESTING) task: 6, epoch: 13/30, loss: 2.0394, acc: 0.8333
(TESTING) task: 6, epoch: 13/30, loss: 2.0383, acc: 0.8309
(TESTING) task: 6, epoch: 13/30, loss: 2.0383, acc: 0.8321
(TESTING) task: 6, epoch: 13/30, loss: 2.0389, acc: 0.8333
(TESTING) task: 6, epoch: 13/30, loss: 2.0386, acc: 0.8345
(TESTING) task: 6, epoch: 13/30, loss: 2.0390, acc: 0.8339
(TESTING) task: 6, epoch: 13/30, loss: 2.0397, acc: 0.8317
(TESTING) task: 6, epoch: 13/30, loss: 2.0368, acc: 0.8344
(TESTING) task: 6, epoch: 13/30, loss: 2.0378, acc: 0.8323
(TESTING) task: 6, epoch: 13/30, loss: 2.0385, acc: 0.8333
(TESTING) task: 6, epoch: 13/30, loss: 2.0373, acc: 0.8314
(TESTING) task: 6, epoch: 13/30, loss: 2.0386, acc: 0.8324
(TESTING) task: 6, epoch: 13/30, loss: 2.0371, acc: 0.8347
(TESTING) task: 6, epoch: 13/30, loss: 2.0376, acc: 0.8342
(TESTING) task: 6, epoch: 13/30, loss: 2.0382, acc: 0.8338
(TESTING) task: 6, epoch: 13/30, loss: 2.0391, acc: 0.8333
(TESTING) task: 6, epoch: 13/30, loss: 2.0391, acc: 0.8329
(TESTING) task: 6, epoch: 13/30, loss: 2.0401, acc: 0.8287
(TESTING) task: 6, epoch: 13/30, loss: 2.0402, acc: 0.8297
(TESTING) task: 6, epoch: 13/30, loss: 2.0427, acc: 0.8281
(TESTING) task: 6, epoch: 13/30, loss: 2.0441, acc: 0.8278
(TESTING) task: 6, epoch: 13/30, loss: 2.0443, acc: 0.8275
(TESTING) task: 6, epoch: 13/30, loss: 2.0437, acc: 0.8261
(TESTING) task: 6, epoch: 13/30, loss: 2.0448, acc: 0.8259
(TESTING) task: 6, epoch: 13/30, loss: 2.0452, acc: 0.8246
(TESTING) task: 6, epoch: 13/30, loss: 2.0444, acc: 0.8244
(TESTING) task: 6, epoch: 13/30, loss: 2.0443, acc: 0.8242
(TESTING) task: 6, epoch: 13/30, loss: 2.0434, acc: 0.8240
(TESTING) task: 6, epoch: 13/30, loss: 2.0439, acc: 0.8217
(TESTING) task: 6, epoch: 13/30, loss: 2.0437, acc: 0.8226
(TESTING) task: 6, epoch: 13/30, loss: 2.0429, acc: 0.8254
(TRAINING) task: 6, epoch: 14/30, loss: 2.0258, acc: 0.8359
(TRAINING) task: 6, epoch: 14/30, loss: 2.0477, acc: 0.8008
(TRAINING) task: 6, epoch: 14/30, loss: 2.0346, acc: 0.8203
(TRAINING) task: 6, epoch: 14/30, loss: 2.0313, acc: 0.8213
(TRAINING) task: 6, epoch: 14/30, loss: 2.0310, acc: 0.8320
(TRAINING) task: 6, epoch: 14/30, loss: 2.0289, acc: 0.8333
(TRAINING) task: 6, epoch: 14/30, loss: 2.0308, acc: 0.8326
(TRAINING) task: 6, epoch: 14/30, loss: 2.0277, acc: 0.8374
(TRAINING) task: 6, epoch: 14/30, loss: 2.0263, acc: 0.8394
(TRAINING) task: 6, epoch: 14/30, loss: 2.0293, acc: 0.8348
(TRAINING) task: 6, epoch: 14/30, loss: 2.0295, acc: 0.8363
(TRAINING) task: 6, epoch: 14/30, loss: 2.0296, acc: 0.8376
(TRAINING) task: 6, epoch: 14/30, loss: 2.0280, acc: 0.8404
(TRAINING) task: 6, epoch: 14/30, loss: 2.0292, acc: 0.8382
(TRAINING) task: 6, epoch: 14/30, loss: 2.0258, acc: 0.8409
(TRAINING) task: 6, epoch: 14/30, loss: 2.0255, acc: 0.8425
(TRAINING) task: 6, epoch: 14/30, loss: 2.0253, acc: 0.8440
(TRAINING) task: 6, epoch: 14/30, loss: 2.0239, acc: 0.8457
(TRAINING) task: 6, epoch: 14/30, loss: 2.0237, acc: 0.8454
(TRAINING) task: 6, epoch: 14/30, loss: 2.0238, acc: 0.8432
(TESTING) task: 6, epoch: 14/30, loss: 2.0527, acc: 0.6875
(TESTING) task: 6, epoch: 14/30, loss: 2.0478, acc: 0.6875
(TESTING) task: 6, epoch: 14/30, loss: 2.0419, acc: 0.7292
(TESTING) task: 6, epoch: 14/30, loss: 2.0524, acc: 0.7344
(TESTING) task: 6, epoch: 14/30, loss: 2.0310, acc: 0.7625
(TESTING) task: 6, epoch: 14/30, loss: 2.0373, acc: 0.7604
(TESTING) task: 6, epoch: 14/30, loss: 2.0249, acc: 0.7857
(TESTING) task: 6, epoch: 14/30, loss: 2.0421, acc: 0.7812
(TESTING) task: 6, epoch: 14/30, loss: 2.0392, acc: 0.7778
(TESTING) task: 6, epoch: 14/30, loss: 2.0353, acc: 0.7937
(TESTING) task: 6, epoch: 14/30, loss: 2.0385, acc: 0.7898
(TESTING) task: 6, epoch: 14/30, loss: 2.0352, acc: 0.7917
(TESTING) task: 6, epoch: 14/30, loss: 2.0282, acc: 0.7885
(TESTING) task: 6, epoch: 14/30, loss: 2.0267, acc: 0.8036
(TESTING) task: 6, epoch: 14/30, loss: 2.0270, acc: 0.8000
(TESTING) task: 6, epoch: 14/30, loss: 2.0277, acc: 0.8008
(TESTING) task: 6, epoch: 14/30, loss: 2.0231, acc: 0.8051
(TESTING) task: 6, epoch: 14/30, loss: 2.0229, acc: 0.8056
(TESTING) task: 6, epoch: 14/30, loss: 2.0240, acc: 0.8092
(TESTING) task: 6, epoch: 14/30, loss: 2.0219, acc: 0.8125
(TESTING) task: 6, epoch: 14/30, loss: 2.0244, acc: 0.8095
(TESTING) task: 6, epoch: 14/30, loss: 2.0259, acc: 0.8068
(TESTING) task: 6, epoch: 14/30, loss: 2.0256, acc: 0.8071
(TESTING) task: 6, epoch: 14/30, loss: 2.0236, acc: 0.8047
(TESTING) task: 6, epoch: 14/30, loss: 2.0236, acc: 0.8050
(TESTING) task: 6, epoch: 14/30, loss: 2.0229, acc: 0.8077
(TESTING) task: 6, epoch: 14/30, loss: 2.0246, acc: 0.8079
(TESTING) task: 6, epoch: 14/30, loss: 2.0235, acc: 0.8125
(TESTING) task: 6, epoch: 14/30, loss: 2.0208, acc: 0.8168
(TESTING) task: 6, epoch: 14/30, loss: 2.0211, acc: 0.8187
(TESTING) task: 6, epoch: 14/30, loss: 2.0230, acc: 0.8185
(TESTING) task: 6, epoch: 14/30, loss: 2.0223, acc: 0.8164
(TESTING) task: 6, epoch: 14/30, loss: 2.0237, acc: 0.8106
(TESTING) task: 6, epoch: 14/30, loss: 2.0252, acc: 0.8088
(TESTING) task: 6, epoch: 14/30, loss: 2.0261, acc: 0.8107
(TESTING) task: 6, epoch: 14/30, loss: 2.0265, acc: 0.8108
(TESTING) task: 6, epoch: 14/30, loss: 2.0263, acc: 0.8142
(TESTING) task: 6, epoch: 14/30, loss: 2.0289, acc: 0.8109
(TESTING) task: 6, epoch: 14/30, loss: 2.0300, acc: 0.8109
(TESTING) task: 6, epoch: 14/30, loss: 2.0299, acc: 0.8141
(TESTING) task: 6, epoch: 14/30, loss: 2.0269, acc: 0.8171
(TESTING) task: 6, epoch: 14/30, loss: 2.0259, acc: 0.8170
(TESTING) task: 6, epoch: 14/30, loss: 2.0268, acc: 0.8169
(TESTING) task: 6, epoch: 14/30, loss: 2.0264, acc: 0.8182
(TESTING) task: 6, epoch: 14/30, loss: 2.0267, acc: 0.8194
(TESTING) task: 6, epoch: 14/30, loss: 2.0264, acc: 0.8179
(TESTING) task: 6, epoch: 14/30, loss: 2.0251, acc: 0.8191
(TESTING) task: 6, epoch: 14/30, loss: 2.0263, acc: 0.8190
(TESTING) task: 6, epoch: 14/30, loss: 2.0264, acc: 0.8176
(TESTING) task: 6, epoch: 14/30, loss: 2.0256, acc: 0.8187
(TESTING) task: 6, epoch: 14/30, loss: 2.0230, acc: 0.8162
(TESTING) task: 6, epoch: 14/30, loss: 2.0229, acc: 0.8149
(TESTING) task: 6, epoch: 14/30, loss: 2.0225, acc: 0.8172
(TESTING) task: 6, epoch: 14/30, loss: 2.0231, acc: 0.8194
(TESTING) task: 6, epoch: 14/30, loss: 2.0240, acc: 0.8182
(TESTING) task: 6, epoch: 14/30, loss: 2.0228, acc: 0.8203
(TESTING) task: 6, epoch: 14/30, loss: 2.0220, acc: 0.8213
(TESTING) task: 6, epoch: 14/30, loss: 2.0220, acc: 0.8222
(TESTING) task: 6, epoch: 14/30, loss: 2.0219, acc: 0.8210
(TESTING) task: 6, epoch: 14/30, loss: 2.0211, acc: 0.8219
(TESTING) task: 6, epoch: 14/30, loss: 2.0199, acc: 0.8238
(TESTING) task: 6, epoch: 14/30, loss: 2.0212, acc: 0.8216
(TESTING) task: 6, epoch: 14/30, loss: 2.0209, acc: 0.8224
(TRAINING) task: 6, epoch: 15/30, loss: 2.0238, acc: 0.8398
(TRAINING) task: 6, epoch: 15/30, loss: 2.0137, acc: 0.8496
(TRAINING) task: 6, epoch: 15/30, loss: 2.0087, acc: 0.8516
(TRAINING) task: 6, epoch: 15/30, loss: 2.0101, acc: 0.8428
(TRAINING) task: 6, epoch: 15/30, loss: 2.0046, acc: 0.8469
(TRAINING) task: 6, epoch: 15/30, loss: 2.0062, acc: 0.8464
(TRAINING) task: 6, epoch: 15/30, loss: 2.0064, acc: 0.8477
(TRAINING) task: 6, epoch: 15/30, loss: 2.0086, acc: 0.8467
(TRAINING) task: 6, epoch: 15/30, loss: 2.0097, acc: 0.8459
(TRAINING) task: 6, epoch: 15/30, loss: 2.0098, acc: 0.8461
(TRAINING) task: 6, epoch: 15/30, loss: 2.0067, acc: 0.8494
(TRAINING) task: 6, epoch: 15/30, loss: 2.0083, acc: 0.8496
(TRAINING) task: 6, epoch: 15/30, loss: 2.0075, acc: 0.8504
(TRAINING) task: 6, epoch: 15/30, loss: 2.0076, acc: 0.8504
(TRAINING) task: 6, epoch: 15/30, loss: 2.0066, acc: 0.8505
(TRAINING) task: 6, epoch: 15/30, loss: 2.0053, acc: 0.8486
(TRAINING) task: 6, epoch: 15/30, loss: 2.0038, acc: 0.8486
(TRAINING) task: 6, epoch: 15/30, loss: 2.0030, acc: 0.8483
(TRAINING) task: 6, epoch: 15/30, loss: 2.0019, acc: 0.8487
(TRAINING) task: 6, epoch: 15/30, loss: 2.0014, acc: 0.8496
(TESTING) task: 6, epoch: 15/30, loss: 1.9955, acc: 0.8750
(TESTING) task: 6, epoch: 15/30, loss: 1.9938, acc: 0.8438
(TESTING) task: 6, epoch: 15/30, loss: 2.0019, acc: 0.8333
(TESTING) task: 6, epoch: 15/30, loss: 1.9977, acc: 0.8281
(TESTING) task: 6, epoch: 15/30, loss: 1.9946, acc: 0.8250
(TESTING) task: 6, epoch: 15/30, loss: 2.0007, acc: 0.8021
(TESTING) task: 6, epoch: 15/30, loss: 1.9941, acc: 0.8214
(TESTING) task: 6, epoch: 15/30, loss: 1.9995, acc: 0.8203
(TESTING) task: 6, epoch: 15/30, loss: 1.9900, acc: 0.8264
(TESTING) task: 6, epoch: 15/30, loss: 1.9940, acc: 0.8313
(TESTING) task: 6, epoch: 15/30, loss: 1.9910, acc: 0.8295
(TESTING) task: 6, epoch: 15/30, loss: 1.9966, acc: 0.8177
(TESTING) task: 6, epoch: 15/30, loss: 1.9910, acc: 0.8269
(TESTING) task: 6, epoch: 15/30, loss: 1.9981, acc: 0.8170
(TESTING) task: 6, epoch: 15/30, loss: 2.0044, acc: 0.8083
(TESTING) task: 6, epoch: 15/30, loss: 1.9985, acc: 0.8164
(TESTING) task: 6, epoch: 15/30, loss: 1.9930, acc: 0.8199
(TESTING) task: 6, epoch: 15/30, loss: 1.9932, acc: 0.8160
(TESTING) task: 6, epoch: 15/30, loss: 1.9918, acc: 0.8158
(TESTING) task: 6, epoch: 15/30, loss: 1.9921, acc: 0.8156
(TESTING) task: 6, epoch: 15/30, loss: 1.9967, acc: 0.8185
(TESTING) task: 6, epoch: 15/30, loss: 1.9982, acc: 0.8182
(TESTING) task: 6, epoch: 15/30, loss: 2.0039, acc: 0.8098
(TESTING) task: 6, epoch: 15/30, loss: 2.0028, acc: 0.8125
(TESTING) task: 6, epoch: 15/30, loss: 1.9988, acc: 0.8150
(TESTING) task: 6, epoch: 15/30, loss: 1.9974, acc: 0.8149
(TESTING) task: 6, epoch: 15/30, loss: 1.9946, acc: 0.8194
(TESTING) task: 6, epoch: 15/30, loss: 1.9942, acc: 0.8170
(TESTING) task: 6, epoch: 15/30, loss: 1.9956, acc: 0.8190
(TESTING) task: 6, epoch: 15/30, loss: 1.9967, acc: 0.8167
(TESTING) task: 6, epoch: 15/30, loss: 1.9976, acc: 0.8185
(TESTING) task: 6, epoch: 15/30, loss: 1.9993, acc: 0.8203
(TESTING) task: 6, epoch: 15/30, loss: 1.9979, acc: 0.8239
(TESTING) task: 6, epoch: 15/30, loss: 1.9979, acc: 0.8217
(TESTING) task: 6, epoch: 15/30, loss: 1.9976, acc: 0.8268
(TESTING) task: 6, epoch: 15/30, loss: 1.9974, acc: 0.8247
(TESTING) task: 6, epoch: 15/30, loss: 1.9954, acc: 0.8277
(TESTING) task: 6, epoch: 15/30, loss: 1.9950, acc: 0.8306
(TESTING) task: 6, epoch: 15/30, loss: 1.9964, acc: 0.8333
(TESTING) task: 6, epoch: 15/30, loss: 1.9953, acc: 0.8344
(TESTING) task: 6, epoch: 15/30, loss: 1.9952, acc: 0.8338
(TESTING) task: 6, epoch: 15/30, loss: 1.9966, acc: 0.8304
(TESTING) task: 6, epoch: 15/30, loss: 1.9957, acc: 0.8314
(TESTING) task: 6, epoch: 15/30, loss: 1.9975, acc: 0.8295
(TESTING) task: 6, epoch: 15/30, loss: 1.9981, acc: 0.8278
(TESTING) task: 6, epoch: 15/30, loss: 1.9971, acc: 0.8261
(TESTING) task: 6, epoch: 15/30, loss: 1.9971, acc: 0.8271
(TESTING) task: 6, epoch: 15/30, loss: 1.9961, acc: 0.8268
(TESTING) task: 6, epoch: 15/30, loss: 1.9973, acc: 0.8278
(TESTING) task: 6, epoch: 15/30, loss: 1.9971, acc: 0.8275
(TESTING) task: 6, epoch: 15/30, loss: 1.9965, acc: 0.8284
(TESTING) task: 6, epoch: 15/30, loss: 1.9982, acc: 0.8281
(TESTING) task: 6, epoch: 15/30, loss: 1.9980, acc: 0.8302
(TESTING) task: 6, epoch: 15/30, loss: 1.9968, acc: 0.8299
(TESTING) task: 6, epoch: 15/30, loss: 1.9971, acc: 0.8273
(TESTING) task: 6, epoch: 15/30, loss: 1.9981, acc: 0.8292
(TESTING) task: 6, epoch: 15/30, loss: 1.9994, acc: 0.8289
(TESTING) task: 6, epoch: 15/30, loss: 2.0000, acc: 0.8287
(TESTING) task: 6, epoch: 15/30, loss: 2.0008, acc: 0.8284
(TESTING) task: 6, epoch: 15/30, loss: 2.0025, acc: 0.8260
(TESTING) task: 6, epoch: 15/30, loss: 2.0023, acc: 0.8268
(TESTING) task: 6, epoch: 15/30, loss: 2.0011, acc: 0.8266
(TESTING) task: 6, epoch: 15/30, loss: 1.9996, acc: 0.8254
(TRAINING) task: 6, epoch: 16/30, loss: 1.9816, acc: 0.8555
(TRAINING) task: 6, epoch: 16/30, loss: 1.9809, acc: 0.8652
(TRAINING) task: 6, epoch: 16/30, loss: 1.9865, acc: 0.8555
(TRAINING) task: 6, epoch: 16/30, loss: 1.9922, acc: 0.8486
(TRAINING) task: 6, epoch: 16/30, loss: 1.9912, acc: 0.8484
(TRAINING) task: 6, epoch: 16/30, loss: 1.9875, acc: 0.8516
(TRAINING) task: 6, epoch: 16/30, loss: 1.9893, acc: 0.8482
(TRAINING) task: 6, epoch: 16/30, loss: 1.9893, acc: 0.8501
(TRAINING) task: 6, epoch: 16/30, loss: 1.9908, acc: 0.8490
(TRAINING) task: 6, epoch: 16/30, loss: 1.9889, acc: 0.8492
(TRAINING) task: 6, epoch: 16/30, loss: 1.9882, acc: 0.8498
(TRAINING) task: 6, epoch: 16/30, loss: 1.9886, acc: 0.8480
(TRAINING) task: 6, epoch: 16/30, loss: 1.9881, acc: 0.8483
(TRAINING) task: 6, epoch: 16/30, loss: 1.9871, acc: 0.8507
(TRAINING) task: 6, epoch: 16/30, loss: 1.9864, acc: 0.8508
(TRAINING) task: 6, epoch: 16/30, loss: 1.9844, acc: 0.8542
(TRAINING) task: 6, epoch: 16/30, loss: 1.9842, acc: 0.8545
(TRAINING) task: 6, epoch: 16/30, loss: 1.9848, acc: 0.8548
(TRAINING) task: 6, epoch: 16/30, loss: 1.9827, acc: 0.8561
(TRAINING) task: 6, epoch: 16/30, loss: 1.9819, acc: 0.8552
(TESTING) task: 6, epoch: 16/30, loss: 2.0259, acc: 0.7500
(TESTING) task: 6, epoch: 16/30, loss: 2.0338, acc: 0.7812
(TESTING) task: 6, epoch: 16/30, loss: 2.0426, acc: 0.7708
(TESTING) task: 6, epoch: 16/30, loss: 2.0214, acc: 0.8281
(TESTING) task: 6, epoch: 16/30, loss: 2.0118, acc: 0.8375
(TESTING) task: 6, epoch: 16/30, loss: 2.0183, acc: 0.8125
(TESTING) task: 6, epoch: 16/30, loss: 2.0171, acc: 0.8125
(TESTING) task: 6, epoch: 16/30, loss: 2.0112, acc: 0.8281
(TESTING) task: 6, epoch: 16/30, loss: 1.9998, acc: 0.8194
(TESTING) task: 6, epoch: 16/30, loss: 2.0000, acc: 0.8250
(TESTING) task: 6, epoch: 16/30, loss: 1.9951, acc: 0.8295
(TESTING) task: 6, epoch: 16/30, loss: 1.9910, acc: 0.8229
(TESTING) task: 6, epoch: 16/30, loss: 1.9834, acc: 0.8269
(TESTING) task: 6, epoch: 16/30, loss: 1.9813, acc: 0.8259
(TESTING) task: 6, epoch: 16/30, loss: 1.9802, acc: 0.8250
(TESTING) task: 6, epoch: 16/30, loss: 1.9793, acc: 0.8281
(TESTING) task: 6, epoch: 16/30, loss: 1.9755, acc: 0.8309
(TESTING) task: 6, epoch: 16/30, loss: 1.9790, acc: 0.8229
(TESTING) task: 6, epoch: 16/30, loss: 1.9801, acc: 0.8191
(TESTING) task: 6, epoch: 16/30, loss: 1.9748, acc: 0.8250
(TESTING) task: 6, epoch: 16/30, loss: 1.9796, acc: 0.8185
(TESTING) task: 6, epoch: 16/30, loss: 1.9832, acc: 0.8125
(TESTING) task: 6, epoch: 16/30, loss: 1.9776, acc: 0.8152
(TESTING) task: 6, epoch: 16/30, loss: 1.9833, acc: 0.8125
(TESTING) task: 6, epoch: 16/30, loss: 1.9842, acc: 0.8150
(TESTING) task: 6, epoch: 16/30, loss: 1.9829, acc: 0.8125
(TESTING) task: 6, epoch: 16/30, loss: 1.9832, acc: 0.8125
(TESTING) task: 6, epoch: 16/30, loss: 1.9833, acc: 0.8147
(TESTING) task: 6, epoch: 16/30, loss: 1.9872, acc: 0.8125
(TESTING) task: 6, epoch: 16/30, loss: 1.9877, acc: 0.8146
(TESTING) task: 6, epoch: 16/30, loss: 1.9880, acc: 0.8145
(TESTING) task: 6, epoch: 16/30, loss: 1.9870, acc: 0.8184
(TESTING) task: 6, epoch: 16/30, loss: 1.9885, acc: 0.8220
(TESTING) task: 6, epoch: 16/30, loss: 1.9878, acc: 0.8254
(TESTING) task: 6, epoch: 16/30, loss: 1.9861, acc: 0.8304
(TESTING) task: 6, epoch: 16/30, loss: 1.9874, acc: 0.8281
(TESTING) task: 6, epoch: 16/30, loss: 1.9866, acc: 0.8260
(TESTING) task: 6, epoch: 16/30, loss: 1.9860, acc: 0.8273
(TESTING) task: 6, epoch: 16/30, loss: 1.9858, acc: 0.8285
(TESTING) task: 6, epoch: 16/30, loss: 1.9865, acc: 0.8281
(TESTING) task: 6, epoch: 16/30, loss: 1.9858, acc: 0.8277
(TESTING) task: 6, epoch: 16/30, loss: 1.9845, acc: 0.8304
(TESTING) task: 6, epoch: 16/30, loss: 1.9864, acc: 0.8328
(TESTING) task: 6, epoch: 16/30, loss: 1.9868, acc: 0.8324
(TESTING) task: 6, epoch: 16/30, loss: 1.9882, acc: 0.8319
(TESTING) task: 6, epoch: 16/30, loss: 1.9878, acc: 0.8329
(TESTING) task: 6, epoch: 16/30, loss: 1.9874, acc: 0.8351
(TESTING) task: 6, epoch: 16/30, loss: 1.9864, acc: 0.8385
(TESTING) task: 6, epoch: 16/30, loss: 1.9856, acc: 0.8393
(TESTING) task: 6, epoch: 16/30, loss: 1.9853, acc: 0.8387
(TESTING) task: 6, epoch: 16/30, loss: 1.9849, acc: 0.8382
(TESTING) task: 6, epoch: 16/30, loss: 1.9850, acc: 0.8389
(TESTING) task: 6, epoch: 16/30, loss: 1.9838, acc: 0.8396
(TESTING) task: 6, epoch: 16/30, loss: 1.9830, acc: 0.8380
(TESTING) task: 6, epoch: 16/30, loss: 1.9820, acc: 0.8386
(TESTING) task: 6, epoch: 16/30, loss: 1.9810, acc: 0.8404
(TESTING) task: 6, epoch: 16/30, loss: 1.9820, acc: 0.8388
(TESTING) task: 6, epoch: 16/30, loss: 1.9836, acc: 0.8373
(TESTING) task: 6, epoch: 16/30, loss: 1.9828, acc: 0.8379
(TESTING) task: 6, epoch: 16/30, loss: 1.9831, acc: 0.8365
(TESTING) task: 6, epoch: 16/30, loss: 1.9832, acc: 0.8371
(TESTING) task: 6, epoch: 16/30, loss: 1.9828, acc: 0.8367
(TESTING) task: 6, epoch: 16/30, loss: 1.9842, acc: 0.8353
(TRAINING) task: 6, epoch: 17/30, loss: 1.9783, acc: 0.8711
(TRAINING) task: 6, epoch: 17/30, loss: 1.9678, acc: 0.8691
(TRAINING) task: 6, epoch: 17/30, loss: 1.9694, acc: 0.8594
(TRAINING) task: 6, epoch: 17/30, loss: 1.9666, acc: 0.8643
(TRAINING) task: 6, epoch: 17/30, loss: 1.9669, acc: 0.8617
(TRAINING) task: 6, epoch: 17/30, loss: 1.9658, acc: 0.8652
(TRAINING) task: 6, epoch: 17/30, loss: 1.9671, acc: 0.8661
(TRAINING) task: 6, epoch: 17/30, loss: 1.9679, acc: 0.8662
(TRAINING) task: 6, epoch: 17/30, loss: 1.9658, acc: 0.8672
(TRAINING) task: 6, epoch: 17/30, loss: 1.9655, acc: 0.8676
(TRAINING) task: 6, epoch: 17/30, loss: 1.9652, acc: 0.8675
(TRAINING) task: 6, epoch: 17/30, loss: 1.9660, acc: 0.8698
(TRAINING) task: 6, epoch: 17/30, loss: 1.9655, acc: 0.8681
(TRAINING) task: 6, epoch: 17/30, loss: 1.9650, acc: 0.8666
(TRAINING) task: 6, epoch: 17/30, loss: 1.9638, acc: 0.8669
(TRAINING) task: 6, epoch: 17/30, loss: 1.9634, acc: 0.8657
(TRAINING) task: 6, epoch: 17/30, loss: 1.9647, acc: 0.8644
(TRAINING) task: 6, epoch: 17/30, loss: 1.9647, acc: 0.8639
(TRAINING) task: 6, epoch: 17/30, loss: 1.9640, acc: 0.8651
(TRAINING) task: 6, epoch: 17/30, loss: 1.9645, acc: 0.8653
(TESTING) task: 6, epoch: 17/30, loss: 1.9603, acc: 0.8750
(TESTING) task: 6, epoch: 17/30, loss: 1.9395, acc: 0.8750
(TESTING) task: 6, epoch: 17/30, loss: 1.9501, acc: 0.8750
(TESTING) task: 6, epoch: 17/30, loss: 1.9324, acc: 0.8906
(TESTING) task: 6, epoch: 17/30, loss: 1.9514, acc: 0.8875
(TESTING) task: 6, epoch: 17/30, loss: 1.9650, acc: 0.8646
(TESTING) task: 6, epoch: 17/30, loss: 1.9727, acc: 0.8661
(TESTING) task: 6, epoch: 17/30, loss: 1.9749, acc: 0.8594
(TESTING) task: 6, epoch: 17/30, loss: 1.9525, acc: 0.8681
(TESTING) task: 6, epoch: 17/30, loss: 1.9479, acc: 0.8562
(TESTING) task: 6, epoch: 17/30, loss: 1.9521, acc: 0.8409
(TESTING) task: 6, epoch: 17/30, loss: 1.9575, acc: 0.8333
(TESTING) task: 6, epoch: 17/30, loss: 1.9569, acc: 0.8365
(TESTING) task: 6, epoch: 17/30, loss: 1.9577, acc: 0.8348
(TESTING) task: 6, epoch: 17/30, loss: 1.9555, acc: 0.8333
(TESTING) task: 6, epoch: 17/30, loss: 1.9564, acc: 0.8281
(TESTING) task: 6, epoch: 17/30, loss: 1.9555, acc: 0.8309
(TESTING) task: 6, epoch: 17/30, loss: 1.9554, acc: 0.8333
(TESTING) task: 6, epoch: 17/30, loss: 1.9542, acc: 0.8421
(TESTING) task: 6, epoch: 17/30, loss: 1.9580, acc: 0.8438
(TESTING) task: 6, epoch: 17/30, loss: 1.9586, acc: 0.8423
(TESTING) task: 6, epoch: 17/30, loss: 1.9602, acc: 0.8381
(TESTING) task: 6, epoch: 17/30, loss: 1.9622, acc: 0.8370
(TESTING) task: 6, epoch: 17/30, loss: 1.9616, acc: 0.8359
(TESTING) task: 6, epoch: 17/30, loss: 1.9652, acc: 0.8325
(TESTING) task: 6, epoch: 17/30, loss: 1.9656, acc: 0.8341
(TESTING) task: 6, epoch: 17/30, loss: 1.9631, acc: 0.8380
(TESTING) task: 6, epoch: 17/30, loss: 1.9630, acc: 0.8371
(TESTING) task: 6, epoch: 17/30, loss: 1.9614, acc: 0.8362
(TESTING) task: 6, epoch: 17/30, loss: 1.9625, acc: 0.8375
(TESTING) task: 6, epoch: 17/30, loss: 1.9611, acc: 0.8387
(TESTING) task: 6, epoch: 17/30, loss: 1.9647, acc: 0.8340
(TESTING) task: 6, epoch: 17/30, loss: 1.9667, acc: 0.8352
(TESTING) task: 6, epoch: 17/30, loss: 1.9682, acc: 0.8327
(TESTING) task: 6, epoch: 17/30, loss: 1.9692, acc: 0.8286
(TESTING) task: 6, epoch: 17/30, loss: 1.9678, acc: 0.8316
(TESTING) task: 6, epoch: 17/30, loss: 1.9664, acc: 0.8361
(TESTING) task: 6, epoch: 17/30, loss: 1.9667, acc: 0.8388
(TESTING) task: 6, epoch: 17/30, loss: 1.9681, acc: 0.8381
(TESTING) task: 6, epoch: 17/30, loss: 1.9690, acc: 0.8359
(TESTING) task: 6, epoch: 17/30, loss: 1.9707, acc: 0.8293
(TESTING) task: 6, epoch: 17/30, loss: 1.9693, acc: 0.8304
(TESTING) task: 6, epoch: 17/30, loss: 1.9693, acc: 0.8299
(TESTING) task: 6, epoch: 17/30, loss: 1.9679, acc: 0.8295
(TESTING) task: 6, epoch: 17/30, loss: 1.9670, acc: 0.8319
(TESTING) task: 6, epoch: 17/30, loss: 1.9667, acc: 0.8329
(TESTING) task: 6, epoch: 17/30, loss: 1.9688, acc: 0.8338
(TESTING) task: 6, epoch: 17/30, loss: 1.9693, acc: 0.8320
(TESTING) task: 6, epoch: 17/30, loss: 1.9688, acc: 0.8304
(TESTING) task: 6, epoch: 17/30, loss: 1.9669, acc: 0.8325
(TESTING) task: 6, epoch: 17/30, loss: 1.9688, acc: 0.8309
(TESTING) task: 6, epoch: 17/30, loss: 1.9688, acc: 0.8329
(TESTING) task: 6, epoch: 17/30, loss: 1.9691, acc: 0.8325
(TESTING) task: 6, epoch: 17/30, loss: 1.9669, acc: 0.8356
(TESTING) task: 6, epoch: 17/30, loss: 1.9671, acc: 0.8352
(TESTING) task: 6, epoch: 17/30, loss: 1.9665, acc: 0.8371
(TESTING) task: 6, epoch: 17/30, loss: 1.9656, acc: 0.8399
(TESTING) task: 6, epoch: 17/30, loss: 1.9662, acc: 0.8394
(TESTING) task: 6, epoch: 17/30, loss: 1.9662, acc: 0.8411
(TESTING) task: 6, epoch: 17/30, loss: 1.9667, acc: 0.8396
(TESTING) task: 6, epoch: 17/30, loss: 1.9667, acc: 0.8391
(TESTING) task: 6, epoch: 17/30, loss: 1.9659, acc: 0.8387
(TESTING) task: 6, epoch: 17/30, loss: 1.9655, acc: 0.8413
(TRAINING) task: 6, epoch: 18/30, loss: 1.9770, acc: 0.8438
(TRAINING) task: 6, epoch: 18/30, loss: 1.9730, acc: 0.8418
(TRAINING) task: 6, epoch: 18/30, loss: 1.9607, acc: 0.8516
(TRAINING) task: 6, epoch: 18/30, loss: 1.9539, acc: 0.8574
(TRAINING) task: 6, epoch: 18/30, loss: 1.9489, acc: 0.8703
(TRAINING) task: 6, epoch: 18/30, loss: 1.9521, acc: 0.8659
(TRAINING) task: 6, epoch: 18/30, loss: 1.9552, acc: 0.8638
(TRAINING) task: 6, epoch: 18/30, loss: 1.9514, acc: 0.8657
(TRAINING) task: 6, epoch: 18/30, loss: 1.9516, acc: 0.8672
(TRAINING) task: 6, epoch: 18/30, loss: 1.9502, acc: 0.8707
(TRAINING) task: 6, epoch: 18/30, loss: 1.9494, acc: 0.8714
(TRAINING) task: 6, epoch: 18/30, loss: 1.9496, acc: 0.8708
(TRAINING) task: 6, epoch: 18/30, loss: 1.9490, acc: 0.8729
(TRAINING) task: 6, epoch: 18/30, loss: 1.9478, acc: 0.8739
(TRAINING) task: 6, epoch: 18/30, loss: 1.9495, acc: 0.8729
(TRAINING) task: 6, epoch: 18/30, loss: 1.9487, acc: 0.8723
(TRAINING) task: 6, epoch: 18/30, loss: 1.9467, acc: 0.8732
(TRAINING) task: 6, epoch: 18/30, loss: 1.9466, acc: 0.8722
(TRAINING) task: 6, epoch: 18/30, loss: 1.9459, acc: 0.8719
(TRAINING) task: 6, epoch: 18/30, loss: 1.9465, acc: 0.8721
(TESTING) task: 6, epoch: 18/30, loss: 2.0134, acc: 0.8125
(TESTING) task: 6, epoch: 18/30, loss: 2.0158, acc: 0.7500
(TESTING) task: 6, epoch: 18/30, loss: 2.0112, acc: 0.8333
(TESTING) task: 6, epoch: 18/30, loss: 2.0075, acc: 0.8281
(TESTING) task: 6, epoch: 18/30, loss: 1.9833, acc: 0.8250
(TESTING) task: 6, epoch: 18/30, loss: 1.9774, acc: 0.8438
(TESTING) task: 6, epoch: 18/30, loss: 1.9842, acc: 0.8125
(TESTING) task: 6, epoch: 18/30, loss: 1.9833, acc: 0.7891
(TESTING) task: 6, epoch: 18/30, loss: 1.9754, acc: 0.8125
(TESTING) task: 6, epoch: 18/30, loss: 1.9705, acc: 0.8125
(TESTING) task: 6, epoch: 18/30, loss: 1.9701, acc: 0.8239
(TESTING) task: 6, epoch: 18/30, loss: 1.9620, acc: 0.8333
(TESTING) task: 6, epoch: 18/30, loss: 1.9572, acc: 0.8365
(TESTING) task: 6, epoch: 18/30, loss: 1.9599, acc: 0.8348
(TESTING) task: 6, epoch: 18/30, loss: 1.9606, acc: 0.8292
(TESTING) task: 6, epoch: 18/30, loss: 1.9620, acc: 0.8320
(TESTING) task: 6, epoch: 18/30, loss: 1.9626, acc: 0.8309
(TESTING) task: 6, epoch: 18/30, loss: 1.9600, acc: 0.8333
(TESTING) task: 6, epoch: 18/30, loss: 1.9599, acc: 0.8322
(TESTING) task: 6, epoch: 18/30, loss: 1.9612, acc: 0.8281
(TESTING) task: 6, epoch: 18/30, loss: 1.9614, acc: 0.8304
(TESTING) task: 6, epoch: 18/30, loss: 1.9603, acc: 0.8295
(TESTING) task: 6, epoch: 18/30, loss: 1.9622, acc: 0.8288
(TESTING) task: 6, epoch: 18/30, loss: 1.9617, acc: 0.8307
(TESTING) task: 6, epoch: 18/30, loss: 1.9600, acc: 0.8350
(TESTING) task: 6, epoch: 18/30, loss: 1.9573, acc: 0.8413
(TESTING) task: 6, epoch: 18/30, loss: 1.9574, acc: 0.8403
(TESTING) task: 6, epoch: 18/30, loss: 1.9543, acc: 0.8460
(TESTING) task: 6, epoch: 18/30, loss: 1.9519, acc: 0.8513
(TESTING) task: 6, epoch: 18/30, loss: 1.9518, acc: 0.8458
(TESTING) task: 6, epoch: 18/30, loss: 1.9494, acc: 0.8508
(TESTING) task: 6, epoch: 18/30, loss: 1.9492, acc: 0.8516
(TESTING) task: 6, epoch: 18/30, loss: 1.9513, acc: 0.8485
(TESTING) task: 6, epoch: 18/30, loss: 1.9518, acc: 0.8474
(TESTING) task: 6, epoch: 18/30, loss: 1.9514, acc: 0.8500
(TESTING) task: 6, epoch: 18/30, loss: 1.9512, acc: 0.8490
(TESTING) task: 6, epoch: 18/30, loss: 1.9513, acc: 0.8463
(TESTING) task: 6, epoch: 18/30, loss: 1.9517, acc: 0.8470
(TESTING) task: 6, epoch: 18/30, loss: 1.9519, acc: 0.8462
(TESTING) task: 6, epoch: 18/30, loss: 1.9536, acc: 0.8438
(TESTING) task: 6, epoch: 18/30, loss: 1.9543, acc: 0.8430
(TESTING) task: 6, epoch: 18/30, loss: 1.9539, acc: 0.8438
(TESTING) task: 6, epoch: 18/30, loss: 1.9528, acc: 0.8430
(TESTING) task: 6, epoch: 18/30, loss: 1.9512, acc: 0.8466
(TESTING) task: 6, epoch: 18/30, loss: 1.9510, acc: 0.8458
(TESTING) task: 6, epoch: 18/30, loss: 1.9522, acc: 0.8465
(TESTING) task: 6, epoch: 18/30, loss: 1.9514, acc: 0.8484
(TESTING) task: 6, epoch: 18/30, loss: 1.9535, acc: 0.8490
(TESTING) task: 6, epoch: 18/30, loss: 1.9528, acc: 0.8495
(TESTING) task: 6, epoch: 18/30, loss: 1.9532, acc: 0.8488
(TESTING) task: 6, epoch: 18/30, loss: 1.9529, acc: 0.8480
(TESTING) task: 6, epoch: 18/30, loss: 1.9518, acc: 0.8474
(TESTING) task: 6, epoch: 18/30, loss: 1.9525, acc: 0.8455
(TESTING) task: 6, epoch: 18/30, loss: 1.9507, acc: 0.8472
(TESTING) task: 6, epoch: 18/30, loss: 1.9508, acc: 0.8477
(TESTING) task: 6, epoch: 18/30, loss: 1.9520, acc: 0.8471
(TESTING) task: 6, epoch: 18/30, loss: 1.9511, acc: 0.8465
(TESTING) task: 6, epoch: 18/30, loss: 1.9515, acc: 0.8459
(TESTING) task: 6, epoch: 18/30, loss: 1.9516, acc: 0.8453
(TESTING) task: 6, epoch: 18/30, loss: 1.9515, acc: 0.8469
(TESTING) task: 6, epoch: 18/30, loss: 1.9514, acc: 0.8453
(TESTING) task: 6, epoch: 18/30, loss: 1.9503, acc: 0.8458
(TESTING) task: 6, epoch: 18/30, loss: 1.9509, acc: 0.8462
(TRAINING) task: 6, epoch: 19/30, loss: 1.9276, acc: 0.8984
(TRAINING) task: 6, epoch: 19/30, loss: 1.9408, acc: 0.8789
(TRAINING) task: 6, epoch: 19/30, loss: 1.9410, acc: 0.8802
(TRAINING) task: 6, epoch: 19/30, loss: 1.9443, acc: 0.8682
(TRAINING) task: 6, epoch: 19/30, loss: 1.9442, acc: 0.8719
(TRAINING) task: 6, epoch: 19/30, loss: 1.9420, acc: 0.8743
(TRAINING) task: 6, epoch: 19/30, loss: 1.9397, acc: 0.8717
(TRAINING) task: 6, epoch: 19/30, loss: 1.9392, acc: 0.8760
(TRAINING) task: 6, epoch: 19/30, loss: 1.9410, acc: 0.8733
(TRAINING) task: 6, epoch: 19/30, loss: 1.9387, acc: 0.8730
(TRAINING) task: 6, epoch: 19/30, loss: 1.9382, acc: 0.8700
(TRAINING) task: 6, epoch: 19/30, loss: 1.9367, acc: 0.8695
(TRAINING) task: 6, epoch: 19/30, loss: 1.9366, acc: 0.8684
(TRAINING) task: 6, epoch: 19/30, loss: 1.9367, acc: 0.8683
(TRAINING) task: 6, epoch: 19/30, loss: 1.9364, acc: 0.8690
(TRAINING) task: 6, epoch: 19/30, loss: 1.9351, acc: 0.8687
(TRAINING) task: 6, epoch: 19/30, loss: 1.9347, acc: 0.8695
(TRAINING) task: 6, epoch: 19/30, loss: 1.9334, acc: 0.8696
(TRAINING) task: 6, epoch: 19/30, loss: 1.9323, acc: 0.8694
(TRAINING) task: 6, epoch: 19/30, loss: 1.9333, acc: 0.8661
(TESTING) task: 6, epoch: 19/30, loss: 1.9139, acc: 0.8125
(TESTING) task: 6, epoch: 19/30, loss: 1.8869, acc: 0.8438
(TESTING) task: 6, epoch: 19/30, loss: 1.9034, acc: 0.8750
(TESTING) task: 6, epoch: 19/30, loss: 1.8985, acc: 0.8906
(TESTING) task: 6, epoch: 19/30, loss: 1.9250, acc: 0.8375
(TESTING) task: 6, epoch: 19/30, loss: 1.9460, acc: 0.8333
(TESTING) task: 6, epoch: 19/30, loss: 1.9416, acc: 0.8482
(TESTING) task: 6, epoch: 19/30, loss: 1.9416, acc: 0.8281
(TESTING) task: 6, epoch: 19/30, loss: 1.9407, acc: 0.8264
(TESTING) task: 6, epoch: 19/30, loss: 1.9442, acc: 0.8187
(TESTING) task: 6, epoch: 19/30, loss: 1.9387, acc: 0.8239
(TESTING) task: 6, epoch: 19/30, loss: 1.9347, acc: 0.8333
(TESTING) task: 6, epoch: 19/30, loss: 1.9400, acc: 0.8413
(TESTING) task: 6, epoch: 19/30, loss: 1.9445, acc: 0.8438
(TESTING) task: 6, epoch: 19/30, loss: 1.9406, acc: 0.8542
(TESTING) task: 6, epoch: 19/30, loss: 1.9388, acc: 0.8516
(TESTING) task: 6, epoch: 19/30, loss: 1.9374, acc: 0.8529
(TESTING) task: 6, epoch: 19/30, loss: 1.9393, acc: 0.8576
(TESTING) task: 6, epoch: 19/30, loss: 1.9425, acc: 0.8553
(TESTING) task: 6, epoch: 19/30, loss: 1.9377, acc: 0.8625
(TESTING) task: 6, epoch: 19/30, loss: 1.9426, acc: 0.8482
(TESTING) task: 6, epoch: 19/30, loss: 1.9393, acc: 0.8523
(TESTING) task: 6, epoch: 19/30, loss: 1.9428, acc: 0.8478
(TESTING) task: 6, epoch: 19/30, loss: 1.9427, acc: 0.8490
(TESTING) task: 6, epoch: 19/30, loss: 1.9422, acc: 0.8450
(TESTING) task: 6, epoch: 19/30, loss: 1.9459, acc: 0.8389
(TESTING) task: 6, epoch: 19/30, loss: 1.9452, acc: 0.8333
(TESTING) task: 6, epoch: 19/30, loss: 1.9435, acc: 0.8371
(TESTING) task: 6, epoch: 19/30, loss: 1.9424, acc: 0.8405
(TESTING) task: 6, epoch: 19/30, loss: 1.9411, acc: 0.8396
(TESTING) task: 6, epoch: 19/30, loss: 1.9385, acc: 0.8427
(TESTING) task: 6, epoch: 19/30, loss: 1.9395, acc: 0.8398
(TESTING) task: 6, epoch: 19/30, loss: 1.9373, acc: 0.8352
(TESTING) task: 6, epoch: 19/30, loss: 1.9355, acc: 0.8364
(TESTING) task: 6, epoch: 19/30, loss: 1.9363, acc: 0.8357
(TESTING) task: 6, epoch: 19/30, loss: 1.9371, acc: 0.8351
(TESTING) task: 6, epoch: 19/30, loss: 1.9380, acc: 0.8311
(TESTING) task: 6, epoch: 19/30, loss: 1.9383, acc: 0.8322
(TESTING) task: 6, epoch: 19/30, loss: 1.9387, acc: 0.8333
(TESTING) task: 6, epoch: 19/30, loss: 1.9377, acc: 0.8344
(TESTING) task: 6, epoch: 19/30, loss: 1.9375, acc: 0.8369
(TESTING) task: 6, epoch: 19/30, loss: 1.9364, acc: 0.8378
(TESTING) task: 6, epoch: 19/30, loss: 1.9352, acc: 0.8416
(TESTING) task: 6, epoch: 19/30, loss: 1.9367, acc: 0.8381
(TESTING) task: 6, epoch: 19/30, loss: 1.9347, acc: 0.8417
(TESTING) task: 6, epoch: 19/30, loss: 1.9355, acc: 0.8438
(TESTING) task: 6, epoch: 19/30, loss: 1.9337, acc: 0.8457
(TESTING) task: 6, epoch: 19/30, loss: 1.9345, acc: 0.8438
(TESTING) task: 6, epoch: 19/30, loss: 1.9336, acc: 0.8418
(TESTING) task: 6, epoch: 19/30, loss: 1.9346, acc: 0.8387
(TESTING) task: 6, epoch: 19/30, loss: 1.9353, acc: 0.8395
(TESTING) task: 6, epoch: 19/30, loss: 1.9355, acc: 0.8389
(TESTING) task: 6, epoch: 19/30, loss: 1.9360, acc: 0.8420
(TESTING) task: 6, epoch: 19/30, loss: 1.9367, acc: 0.8414
(TESTING) task: 6, epoch: 19/30, loss: 1.9365, acc: 0.8409
(TESTING) task: 6, epoch: 19/30, loss: 1.9360, acc: 0.8438
(TESTING) task: 6, epoch: 19/30, loss: 1.9369, acc: 0.8432
(TESTING) task: 6, epoch: 19/30, loss: 1.9371, acc: 0.8438
(TESTING) task: 6, epoch: 19/30, loss: 1.9380, acc: 0.8432
(TESTING) task: 6, epoch: 19/30, loss: 1.9386, acc: 0.8427
(TESTING) task: 6, epoch: 19/30, loss: 1.9384, acc: 0.8453
(TESTING) task: 6, epoch: 19/30, loss: 1.9383, acc: 0.8458
(TESTING) task: 6, epoch: 19/30, loss: 1.9381, acc: 0.8442
(TRAINING) task: 6, epoch: 20/30, loss: 1.9170, acc: 0.8750
(TRAINING) task: 6, epoch: 20/30, loss: 1.9215, acc: 0.8691
(TRAINING) task: 6, epoch: 20/30, loss: 1.9157, acc: 0.8672
(TRAINING) task: 6, epoch: 20/30, loss: 1.9175, acc: 0.8760
(TRAINING) task: 6, epoch: 20/30, loss: 1.9210, acc: 0.8742
(TRAINING) task: 6, epoch: 20/30, loss: 1.9203, acc: 0.8743
(TRAINING) task: 6, epoch: 20/30, loss: 1.9182, acc: 0.8722
(TRAINING) task: 6, epoch: 20/30, loss: 1.9216, acc: 0.8667
(TRAINING) task: 6, epoch: 20/30, loss: 1.9226, acc: 0.8637
(TRAINING) task: 6, epoch: 20/30, loss: 1.9224, acc: 0.8652
(TRAINING) task: 6, epoch: 20/30, loss: 1.9219, acc: 0.8619
(TRAINING) task: 6, epoch: 20/30, loss: 1.9216, acc: 0.8623
(TRAINING) task: 6, epoch: 20/30, loss: 1.9218, acc: 0.8603
(TRAINING) task: 6, epoch: 20/30, loss: 1.9197, acc: 0.8602
(TRAINING) task: 6, epoch: 20/30, loss: 1.9200, acc: 0.8620
(TRAINING) task: 6, epoch: 20/30, loss: 1.9202, acc: 0.8633
(TRAINING) task: 6, epoch: 20/30, loss: 1.9206, acc: 0.8635
(TRAINING) task: 6, epoch: 20/30, loss: 1.9202, acc: 0.8631
(TRAINING) task: 6, epoch: 20/30, loss: 1.9202, acc: 0.8635
(TRAINING) task: 6, epoch: 20/30, loss: 1.9203, acc: 0.8608
(TESTING) task: 6, epoch: 20/30, loss: 1.9009, acc: 0.9375
(TESTING) task: 6, epoch: 20/30, loss: 1.9425, acc: 0.8438
(TESTING) task: 6, epoch: 20/30, loss: 1.9168, acc: 0.8750
(TESTING) task: 6, epoch: 20/30, loss: 1.8879, acc: 0.8906
(TESTING) task: 6, epoch: 20/30, loss: 1.8742, acc: 0.9000
(TESTING) task: 6, epoch: 20/30, loss: 1.8793, acc: 0.8958
(TESTING) task: 6, epoch: 20/30, loss: 1.8949, acc: 0.8661
(TESTING) task: 6, epoch: 20/30, loss: 1.8952, acc: 0.8672
(TESTING) task: 6, epoch: 20/30, loss: 1.9028, acc: 0.8542
(TESTING) task: 6, epoch: 20/30, loss: 1.9033, acc: 0.8438
(TESTING) task: 6, epoch: 20/30, loss: 1.9078, acc: 0.8409
(TESTING) task: 6, epoch: 20/30, loss: 1.9146, acc: 0.8281
(TESTING) task: 6, epoch: 20/30, loss: 1.9167, acc: 0.8221
(TESTING) task: 6, epoch: 20/30, loss: 1.9135, acc: 0.8259
(TESTING) task: 6, epoch: 20/30, loss: 1.9166, acc: 0.8250
(TESTING) task: 6, epoch: 20/30, loss: 1.9175, acc: 0.8203
(TESTING) task: 6, epoch: 20/30, loss: 1.9242, acc: 0.8162
(TESTING) task: 6, epoch: 20/30, loss: 1.9209, acc: 0.8229
(TESTING) task: 6, epoch: 20/30, loss: 1.9202, acc: 0.8224
(TESTING) task: 6, epoch: 20/30, loss: 1.9211, acc: 0.8156
(TESTING) task: 6, epoch: 20/30, loss: 1.9168, acc: 0.8214
(TESTING) task: 6, epoch: 20/30, loss: 1.9205, acc: 0.8153
(TESTING) task: 6, epoch: 20/30, loss: 1.9232, acc: 0.8179
(TESTING) task: 6, epoch: 20/30, loss: 1.9254, acc: 0.8099
(TESTING) task: 6, epoch: 20/30, loss: 1.9270, acc: 0.8050
(TESTING) task: 6, epoch: 20/30, loss: 1.9261, acc: 0.8077
(TESTING) task: 6, epoch: 20/30, loss: 1.9246, acc: 0.8102
(TESTING) task: 6, epoch: 20/30, loss: 1.9244, acc: 0.8147
(TESTING) task: 6, epoch: 20/30, loss: 1.9259, acc: 0.8168
(TESTING) task: 6, epoch: 20/30, loss: 1.9274, acc: 0.8146
(TESTING) task: 6, epoch: 20/30, loss: 1.9280, acc: 0.8145
(TESTING) task: 6, epoch: 20/30, loss: 1.9287, acc: 0.8164
(TESTING) task: 6, epoch: 20/30, loss: 1.9279, acc: 0.8163
(TESTING) task: 6, epoch: 20/30, loss: 1.9300, acc: 0.8162
(TESTING) task: 6, epoch: 20/30, loss: 1.9300, acc: 0.8214
(TESTING) task: 6, epoch: 20/30, loss: 1.9309, acc: 0.8212
(TESTING) task: 6, epoch: 20/30, loss: 1.9300, acc: 0.8226
(TESTING) task: 6, epoch: 20/30, loss: 1.9298, acc: 0.8240
(TESTING) task: 6, epoch: 20/30, loss: 1.9289, acc: 0.8269
(TESTING) task: 6, epoch: 20/30, loss: 1.9275, acc: 0.8281
(TESTING) task: 6, epoch: 20/30, loss: 1.9278, acc: 0.8277
(TESTING) task: 6, epoch: 20/30, loss: 1.9264, acc: 0.8289
(TESTING) task: 6, epoch: 20/30, loss: 1.9246, acc: 0.8299
(TESTING) task: 6, epoch: 20/30, loss: 1.9261, acc: 0.8310
(TESTING) task: 6, epoch: 20/30, loss: 1.9253, acc: 0.8347
(TESTING) task: 6, epoch: 20/30, loss: 1.9244, acc: 0.8370
(TESTING) task: 6, epoch: 20/30, loss: 1.9251, acc: 0.8378
(TESTING) task: 6, epoch: 20/30, loss: 1.9251, acc: 0.8372
(TESTING) task: 6, epoch: 20/30, loss: 1.9244, acc: 0.8367
(TESTING) task: 6, epoch: 20/30, loss: 1.9234, acc: 0.8400
(TESTING) task: 6, epoch: 20/30, loss: 1.9234, acc: 0.8407
(TESTING) task: 6, epoch: 20/30, loss: 1.9227, acc: 0.8401
(TESTING) task: 6, epoch: 20/30, loss: 1.9237, acc: 0.8420
(TESTING) task: 6, epoch: 20/30, loss: 1.9242, acc: 0.8414
(TESTING) task: 6, epoch: 20/30, loss: 1.9243, acc: 0.8420
(TESTING) task: 6, epoch: 20/30, loss: 1.9248, acc: 0.8426
(TESTING) task: 6, epoch: 20/30, loss: 1.9250, acc: 0.8432
(TESTING) task: 6, epoch: 20/30, loss: 1.9256, acc: 0.8427
(TESTING) task: 6, epoch: 20/30, loss: 1.9283, acc: 0.8400
(TESTING) task: 6, epoch: 20/30, loss: 1.9283, acc: 0.8406
(TESTING) task: 6, epoch: 20/30, loss: 1.9279, acc: 0.8412
(TESTING) task: 6, epoch: 20/30, loss: 1.9277, acc: 0.8407
(TESTING) task: 6, epoch: 20/30, loss: 1.9269, acc: 0.8413
(TRAINING) task: 6, epoch: 21/30, loss: 1.9196, acc: 0.8633
(TRAINING) task: 6, epoch: 21/30, loss: 1.9198, acc: 0.8574
(TRAINING) task: 6, epoch: 21/30, loss: 1.9192, acc: 0.8490
(TRAINING) task: 6, epoch: 21/30, loss: 1.9186, acc: 0.8457
(TRAINING) task: 6, epoch: 21/30, loss: 1.9193, acc: 0.8477
(TRAINING) task: 6, epoch: 21/30, loss: 1.9150, acc: 0.8535
(TRAINING) task: 6, epoch: 21/30, loss: 1.9109, acc: 0.8577
(TRAINING) task: 6, epoch: 21/30, loss: 1.9113, acc: 0.8560
(TRAINING) task: 6, epoch: 21/30, loss: 1.9117, acc: 0.8581
(TRAINING) task: 6, epoch: 21/30, loss: 1.9127, acc: 0.8570
(TRAINING) task: 6, epoch: 21/30, loss: 1.9107, acc: 0.8594
(TRAINING) task: 6, epoch: 21/30, loss: 1.9097, acc: 0.8623
(TRAINING) task: 6, epoch: 21/30, loss: 1.9103, acc: 0.8645
(TRAINING) task: 6, epoch: 21/30, loss: 1.9093, acc: 0.8647
(TRAINING) task: 6, epoch: 21/30, loss: 1.9086, acc: 0.8669
(TRAINING) task: 6, epoch: 21/30, loss: 1.9088, acc: 0.8672
(TRAINING) task: 6, epoch: 21/30, loss: 1.9086, acc: 0.8676
(TRAINING) task: 6, epoch: 21/30, loss: 1.9090, acc: 0.8674
(TRAINING) task: 6, epoch: 21/30, loss: 1.9093, acc: 0.8662
(TRAINING) task: 6, epoch: 21/30, loss: 1.9098, acc: 0.8659
(TESTING) task: 6, epoch: 21/30, loss: 1.9799, acc: 0.8750
(TESTING) task: 6, epoch: 21/30, loss: 1.9321, acc: 0.9375
(TESTING) task: 6, epoch: 21/30, loss: 1.9015, acc: 0.9583
(TESTING) task: 6, epoch: 21/30, loss: 1.9075, acc: 0.9375
(TESTING) task: 6, epoch: 21/30, loss: 1.8994, acc: 0.9250
(TESTING) task: 6, epoch: 21/30, loss: 1.9167, acc: 0.9062
(TESTING) task: 6, epoch: 21/30, loss: 1.9152, acc: 0.9018
(TESTING) task: 6, epoch: 21/30, loss: 1.9056, acc: 0.9062
(TESTING) task: 6, epoch: 21/30, loss: 1.9035, acc: 0.8958
(TESTING) task: 6, epoch: 21/30, loss: 1.8979, acc: 0.8938
(TESTING) task: 6, epoch: 21/30, loss: 1.9054, acc: 0.8750
(TESTING) task: 6, epoch: 21/30, loss: 1.9157, acc: 0.8542
(TESTING) task: 6, epoch: 21/30, loss: 1.9177, acc: 0.8510
(TESTING) task: 6, epoch: 21/30, loss: 1.9154, acc: 0.8438
(TESTING) task: 6, epoch: 21/30, loss: 1.9160, acc: 0.8333
(TESTING) task: 6, epoch: 21/30, loss: 1.9170, acc: 0.8320
(TESTING) task: 6, epoch: 21/30, loss: 1.9176, acc: 0.8346
(TESTING) task: 6, epoch: 21/30, loss: 1.9169, acc: 0.8264
(TESTING) task: 6, epoch: 21/30, loss: 1.9158, acc: 0.8322
(TESTING) task: 6, epoch: 21/30, loss: 1.9161, acc: 0.8250
(TESTING) task: 6, epoch: 21/30, loss: 1.9141, acc: 0.8274
(TESTING) task: 6, epoch: 21/30, loss: 1.9185, acc: 0.8239
(TESTING) task: 6, epoch: 21/30, loss: 1.9179, acc: 0.8261
(TESTING) task: 6, epoch: 21/30, loss: 1.9163, acc: 0.8281
(TESTING) task: 6, epoch: 21/30, loss: 1.9161, acc: 0.8275
(TESTING) task: 6, epoch: 21/30, loss: 1.9146, acc: 0.8341
(TESTING) task: 6, epoch: 21/30, loss: 1.9167, acc: 0.8333
(TESTING) task: 6, epoch: 21/30, loss: 1.9166, acc: 0.8326
(TESTING) task: 6, epoch: 21/30, loss: 1.9147, acc: 0.8341
(TESTING) task: 6, epoch: 21/30, loss: 1.9123, acc: 0.8354
(TESTING) task: 6, epoch: 21/30, loss: 1.9131, acc: 0.8347
(TESTING) task: 6, epoch: 21/30, loss: 1.9125, acc: 0.8320
(TESTING) task: 6, epoch: 21/30, loss: 1.9129, acc: 0.8314
(TESTING) task: 6, epoch: 21/30, loss: 1.9124, acc: 0.8346
(TESTING) task: 6, epoch: 21/30, loss: 1.9132, acc: 0.8321
(TESTING) task: 6, epoch: 21/30, loss: 1.9107, acc: 0.8351
(TESTING) task: 6, epoch: 21/30, loss: 1.9118, acc: 0.8311
(TESTING) task: 6, epoch: 21/30, loss: 1.9105, acc: 0.8339
(TESTING) task: 6, epoch: 21/30, loss: 1.9124, acc: 0.8317
(TESTING) task: 6, epoch: 21/30, loss: 1.9125, acc: 0.8328
(TESTING) task: 6, epoch: 21/30, loss: 1.9133, acc: 0.8323
(TESTING) task: 6, epoch: 21/30, loss: 1.9131, acc: 0.8363
(TESTING) task: 6, epoch: 21/30, loss: 1.9152, acc: 0.8328
(TESTING) task: 6, epoch: 21/30, loss: 1.9173, acc: 0.8324
(TESTING) task: 6, epoch: 21/30, loss: 1.9171, acc: 0.8306
(TESTING) task: 6, epoch: 21/30, loss: 1.9175, acc: 0.8315
(TESTING) task: 6, epoch: 21/30, loss: 1.9181, acc: 0.8311
(TESTING) task: 6, epoch: 21/30, loss: 1.9190, acc: 0.8320
(TESTING) task: 6, epoch: 21/30, loss: 1.9180, acc: 0.8329
(TESTING) task: 6, epoch: 21/30, loss: 1.9169, acc: 0.8363
(TESTING) task: 6, epoch: 21/30, loss: 1.9181, acc: 0.8358
(TESTING) task: 6, epoch: 21/30, loss: 1.9189, acc: 0.8317
(TESTING) task: 6, epoch: 21/30, loss: 1.9199, acc: 0.8314
(TESTING) task: 6, epoch: 21/30, loss: 1.9198, acc: 0.8322
(TESTING) task: 6, epoch: 21/30, loss: 1.9184, acc: 0.8352
(TESTING) task: 6, epoch: 21/30, loss: 1.9193, acc: 0.8315
(TESTING) task: 6, epoch: 21/30, loss: 1.9177, acc: 0.8311
(TESTING) task: 6, epoch: 21/30, loss: 1.9189, acc: 0.8276
(TESTING) task: 6, epoch: 21/30, loss: 1.9192, acc: 0.8263
(TESTING) task: 6, epoch: 21/30, loss: 1.9165, acc: 0.8292
(TESTING) task: 6, epoch: 21/30, loss: 1.9163, acc: 0.8309
(TESTING) task: 6, epoch: 21/30, loss: 1.9177, acc: 0.8306
(TESTING) task: 6, epoch: 21/30, loss: 1.9166, acc: 0.8333
(TRAINING) task: 6, epoch: 22/30, loss: 1.9054, acc: 0.8672
(TRAINING) task: 6, epoch: 22/30, loss: 1.8986, acc: 0.8750
(TRAINING) task: 6, epoch: 22/30, loss: 1.9088, acc: 0.8646
(TRAINING) task: 6, epoch: 22/30, loss: 1.9095, acc: 0.8604
(TRAINING) task: 6, epoch: 22/30, loss: 1.9074, acc: 0.8641
(TRAINING) task: 6, epoch: 22/30, loss: 1.9062, acc: 0.8652
(TRAINING) task: 6, epoch: 22/30, loss: 1.9025, acc: 0.8616
(TRAINING) task: 6, epoch: 22/30, loss: 1.9024, acc: 0.8623
(TRAINING) task: 6, epoch: 22/30, loss: 1.9026, acc: 0.8620
(TRAINING) task: 6, epoch: 22/30, loss: 1.9039, acc: 0.8633
(TRAINING) task: 6, epoch: 22/30, loss: 1.9021, acc: 0.8643
(TRAINING) task: 6, epoch: 22/30, loss: 1.9005, acc: 0.8656
(TRAINING) task: 6, epoch: 22/30, loss: 1.9012, acc: 0.8663
(TRAINING) task: 6, epoch: 22/30, loss: 1.9002, acc: 0.8680
(TRAINING) task: 6, epoch: 22/30, loss: 1.8994, acc: 0.8701
(TRAINING) task: 6, epoch: 22/30, loss: 1.9002, acc: 0.8699
(TRAINING) task: 6, epoch: 22/30, loss: 1.9003, acc: 0.8711
(TRAINING) task: 6, epoch: 22/30, loss: 1.8998, acc: 0.8717
(TRAINING) task: 6, epoch: 22/30, loss: 1.8990, acc: 0.8734
(TRAINING) task: 6, epoch: 22/30, loss: 1.8981, acc: 0.8731
(TESTING) task: 6, epoch: 22/30, loss: 1.9556, acc: 0.7500
(TESTING) task: 6, epoch: 22/30, loss: 1.9409, acc: 0.8125
(TESTING) task: 6, epoch: 22/30, loss: 1.8915, acc: 0.8333
(TESTING) task: 6, epoch: 22/30, loss: 1.8861, acc: 0.8594
(TESTING) task: 6, epoch: 22/30, loss: 1.8896, acc: 0.8625
(TESTING) task: 6, epoch: 22/30, loss: 1.8780, acc: 0.8750
(TESTING) task: 6, epoch: 22/30, loss: 1.8793, acc: 0.8839
(TESTING) task: 6, epoch: 22/30, loss: 1.8963, acc: 0.8672
(TESTING) task: 6, epoch: 22/30, loss: 1.9145, acc: 0.8403
(TESTING) task: 6, epoch: 22/30, loss: 1.9043, acc: 0.8562
(TESTING) task: 6, epoch: 22/30, loss: 1.9040, acc: 0.8523
(TESTING) task: 6, epoch: 22/30, loss: 1.9051, acc: 0.8542
(TESTING) task: 6, epoch: 22/30, loss: 1.9017, acc: 0.8606
(TESTING) task: 6, epoch: 22/30, loss: 1.9002, acc: 0.8616
(TESTING) task: 6, epoch: 22/30, loss: 1.9030, acc: 0.8500
(TESTING) task: 6, epoch: 22/30, loss: 1.9044, acc: 0.8516
(TESTING) task: 6, epoch: 22/30, loss: 1.9067, acc: 0.8493
(TESTING) task: 6, epoch: 22/30, loss: 1.9089, acc: 0.8403
(TESTING) task: 6, epoch: 22/30, loss: 1.9056, acc: 0.8487
(TESTING) task: 6, epoch: 22/30, loss: 1.9091, acc: 0.8469
(TESTING) task: 6, epoch: 22/30, loss: 1.9055, acc: 0.8512
(TESTING) task: 6, epoch: 22/30, loss: 1.9034, acc: 0.8523
(TESTING) task: 6, epoch: 22/30, loss: 1.9014, acc: 0.8560
(TESTING) task: 6, epoch: 22/30, loss: 1.9016, acc: 0.8542
(TESTING) task: 6, epoch: 22/30, loss: 1.9051, acc: 0.8500
(TESTING) task: 6, epoch: 22/30, loss: 1.9035, acc: 0.8486
(TESTING) task: 6, epoch: 22/30, loss: 1.9031, acc: 0.8542
(TESTING) task: 6, epoch: 22/30, loss: 1.9065, acc: 0.8482
(TESTING) task: 6, epoch: 22/30, loss: 1.9088, acc: 0.8448
(TESTING) task: 6, epoch: 22/30, loss: 1.9090, acc: 0.8417
(TESTING) task: 6, epoch: 22/30, loss: 1.9068, acc: 0.8427
(TESTING) task: 6, epoch: 22/30, loss: 1.9071, acc: 0.8457
(TESTING) task: 6, epoch: 22/30, loss: 1.9048, acc: 0.8466
(TESTING) task: 6, epoch: 22/30, loss: 1.9071, acc: 0.8456
(TESTING) task: 6, epoch: 22/30, loss: 1.9065, acc: 0.8464
(TESTING) task: 6, epoch: 22/30, loss: 1.9083, acc: 0.8455
(TESTING) task: 6, epoch: 22/30, loss: 1.9061, acc: 0.8480
(TESTING) task: 6, epoch: 22/30, loss: 1.9054, acc: 0.8470
(TESTING) task: 6, epoch: 22/30, loss: 1.9047, acc: 0.8494
(TESTING) task: 6, epoch: 22/30, loss: 1.9066, acc: 0.8453
(TESTING) task: 6, epoch: 22/30, loss: 1.9070, acc: 0.8460
(TESTING) task: 6, epoch: 22/30, loss: 1.9078, acc: 0.8467
(TESTING) task: 6, epoch: 22/30, loss: 1.9081, acc: 0.8474
(TESTING) task: 6, epoch: 22/30, loss: 1.9085, acc: 0.8452
(TESTING) task: 6, epoch: 22/30, loss: 1.9093, acc: 0.8444
(TESTING) task: 6, epoch: 22/30, loss: 1.9087, acc: 0.8451
(TESTING) task: 6, epoch: 22/30, loss: 1.9083, acc: 0.8471
(TESTING) task: 6, epoch: 22/30, loss: 1.9099, acc: 0.8438
(TESTING) task: 6, epoch: 22/30, loss: 1.9098, acc: 0.8457
(TESTING) task: 6, epoch: 22/30, loss: 1.9086, acc: 0.8462
(TESTING) task: 6, epoch: 22/30, loss: 1.9058, acc: 0.8468
(TESTING) task: 6, epoch: 22/30, loss: 1.9061, acc: 0.8486
(TESTING) task: 6, epoch: 22/30, loss: 1.9053, acc: 0.8514
(TESTING) task: 6, epoch: 22/30, loss: 1.9050, acc: 0.8530
(TESTING) task: 6, epoch: 22/30, loss: 1.9061, acc: 0.8523
(TESTING) task: 6, epoch: 22/30, loss: 1.9067, acc: 0.8538
(TESTING) task: 6, epoch: 22/30, loss: 1.9071, acc: 0.8542
(TESTING) task: 6, epoch: 22/30, loss: 1.9047, acc: 0.8567
(TESTING) task: 6, epoch: 22/30, loss: 1.9039, acc: 0.8570
(TESTING) task: 6, epoch: 22/30, loss: 1.9043, acc: 0.8573
(TESTING) task: 6, epoch: 22/30, loss: 1.9052, acc: 0.8555
(TESTING) task: 6, epoch: 22/30, loss: 1.9064, acc: 0.8538
(TESTING) task: 6, epoch: 22/30, loss: 1.9067, acc: 0.8522
(TRAINING) task: 6, epoch: 23/30, loss: 1.9124, acc: 0.8945
(TRAINING) task: 6, epoch: 23/30, loss: 1.9019, acc: 0.8730
(TRAINING) task: 6, epoch: 23/30, loss: 1.8992, acc: 0.8750
(TRAINING) task: 6, epoch: 23/30, loss: 1.8949, acc: 0.8818
(TRAINING) task: 6, epoch: 23/30, loss: 1.8922, acc: 0.8859
(TRAINING) task: 6, epoch: 23/30, loss: 1.8899, acc: 0.8861
(TRAINING) task: 6, epoch: 23/30, loss: 1.8872, acc: 0.8862
(TRAINING) task: 6, epoch: 23/30, loss: 1.8869, acc: 0.8911
(TRAINING) task: 6, epoch: 23/30, loss: 1.8876, acc: 0.8937
(TRAINING) task: 6, epoch: 23/30, loss: 1.8869, acc: 0.8949
(TRAINING) task: 6, epoch: 23/30, loss: 1.8865, acc: 0.8928
(TRAINING) task: 6, epoch: 23/30, loss: 1.8888, acc: 0.8896
(TRAINING) task: 6, epoch: 23/30, loss: 1.8879, acc: 0.8918
(TRAINING) task: 6, epoch: 23/30, loss: 1.8884, acc: 0.8909
(TRAINING) task: 6, epoch: 23/30, loss: 1.8895, acc: 0.8909
(TRAINING) task: 6, epoch: 23/30, loss: 1.8891, acc: 0.8926
(TRAINING) task: 6, epoch: 23/30, loss: 1.8896, acc: 0.8913
(TRAINING) task: 6, epoch: 23/30, loss: 1.8910, acc: 0.8902
(TRAINING) task: 6, epoch: 23/30, loss: 1.8898, acc: 0.8906
(TRAINING) task: 6, epoch: 23/30, loss: 1.8907, acc: 0.8898
(TESTING) task: 6, epoch: 23/30, loss: 1.8797, acc: 0.9375
(TESTING) task: 6, epoch: 23/30, loss: 1.8805, acc: 0.9375
(TESTING) task: 6, epoch: 23/30, loss: 1.8928, acc: 0.9167
(TESTING) task: 6, epoch: 23/30, loss: 1.8785, acc: 0.9219
(TESTING) task: 6, epoch: 23/30, loss: 1.8844, acc: 0.9000
(TESTING) task: 6, epoch: 23/30, loss: 1.8858, acc: 0.9062
(TESTING) task: 6, epoch: 23/30, loss: 1.8910, acc: 0.8929
(TESTING) task: 6, epoch: 23/30, loss: 1.8907, acc: 0.8906
(TESTING) task: 6, epoch: 23/30, loss: 1.8797, acc: 0.8958
(TESTING) task: 6, epoch: 23/30, loss: 1.8898, acc: 0.8938
(TESTING) task: 6, epoch: 23/30, loss: 1.8884, acc: 0.8977
(TESTING) task: 6, epoch: 23/30, loss: 1.8825, acc: 0.8958
(TESTING) task: 6, epoch: 23/30, loss: 1.8809, acc: 0.8990
(TESTING) task: 6, epoch: 23/30, loss: 1.8932, acc: 0.8884
(TESTING) task: 6, epoch: 23/30, loss: 1.8950, acc: 0.8875
(TESTING) task: 6, epoch: 23/30, loss: 1.8964, acc: 0.8828
(TESTING) task: 6, epoch: 23/30, loss: 1.8960, acc: 0.8824
(TESTING) task: 6, epoch: 23/30, loss: 1.8948, acc: 0.8819
(TESTING) task: 6, epoch: 23/30, loss: 1.8953, acc: 0.8816
(TESTING) task: 6, epoch: 23/30, loss: 1.8981, acc: 0.8750
(TESTING) task: 6, epoch: 23/30, loss: 1.8983, acc: 0.8780
(TESTING) task: 6, epoch: 23/30, loss: 1.8969, acc: 0.8778
(TESTING) task: 6, epoch: 23/30, loss: 1.8971, acc: 0.8777
(TESTING) task: 6, epoch: 23/30, loss: 1.8950, acc: 0.8776
(TESTING) task: 6, epoch: 23/30, loss: 1.8971, acc: 0.8750
(TESTING) task: 6, epoch: 23/30, loss: 1.8989, acc: 0.8702
(TESTING) task: 6, epoch: 23/30, loss: 1.8999, acc: 0.8681
(TESTING) task: 6, epoch: 23/30, loss: 1.9020, acc: 0.8661
(TESTING) task: 6, epoch: 23/30, loss: 1.9037, acc: 0.8664
(TESTING) task: 6, epoch: 23/30, loss: 1.9019, acc: 0.8688
(TESTING) task: 6, epoch: 23/30, loss: 1.9039, acc: 0.8669
(TESTING) task: 6, epoch: 23/30, loss: 1.9044, acc: 0.8672
(TESTING) task: 6, epoch: 23/30, loss: 1.9036, acc: 0.8655
(TESTING) task: 6, epoch: 23/30, loss: 1.9008, acc: 0.8695
(TESTING) task: 6, epoch: 23/30, loss: 1.9021, acc: 0.8696
(TESTING) task: 6, epoch: 23/30, loss: 1.9033, acc: 0.8681
(TESTING) task: 6, epoch: 23/30, loss: 1.9031, acc: 0.8666
(TESTING) task: 6, epoch: 23/30, loss: 1.9057, acc: 0.8668
(TESTING) task: 6, epoch: 23/30, loss: 1.9050, acc: 0.8670
(TESTING) task: 6, epoch: 23/30, loss: 1.9050, acc: 0.8672
(TESTING) task: 6, epoch: 23/30, loss: 1.9028, acc: 0.8689
(TESTING) task: 6, epoch: 23/30, loss: 1.9028, acc: 0.8676
(TESTING) task: 6, epoch: 23/30, loss: 1.9008, acc: 0.8692
(TESTING) task: 6, epoch: 23/30, loss: 1.9015, acc: 0.8679
(TESTING) task: 6, epoch: 23/30, loss: 1.9043, acc: 0.8667
(TESTING) task: 6, epoch: 23/30, loss: 1.9026, acc: 0.8682
(TESTING) task: 6, epoch: 23/30, loss: 1.9022, acc: 0.8670
(TESTING) task: 6, epoch: 23/30, loss: 1.9023, acc: 0.8672
(TESTING) task: 6, epoch: 23/30, loss: 1.9032, acc: 0.8673
(TESTING) task: 6, epoch: 23/30, loss: 1.9015, acc: 0.8700
(TESTING) task: 6, epoch: 23/30, loss: 1.8995, acc: 0.8713
(TESTING) task: 6, epoch: 23/30, loss: 1.9008, acc: 0.8678
(TESTING) task: 6, epoch: 23/30, loss: 1.8991, acc: 0.8703
(TESTING) task: 6, epoch: 23/30, loss: 1.8993, acc: 0.8692
(TESTING) task: 6, epoch: 23/30, loss: 1.8990, acc: 0.8693
(TESTING) task: 6, epoch: 23/30, loss: 1.8976, acc: 0.8717
(TESTING) task: 6, epoch: 23/30, loss: 1.8987, acc: 0.8728
(TESTING) task: 6, epoch: 23/30, loss: 1.8989, acc: 0.8750
(TESTING) task: 6, epoch: 23/30, loss: 1.9002, acc: 0.8729
(TESTING) task: 6, epoch: 23/30, loss: 1.9016, acc: 0.8698
(TESTING) task: 6, epoch: 23/30, loss: 1.9009, acc: 0.8699
(TESTING) task: 6, epoch: 23/30, loss: 1.9011, acc: 0.8710
(TESTING) task: 6, epoch: 23/30, loss: 1.8998, acc: 0.8710
(TRAINING) task: 6, epoch: 24/30, loss: 1.9035, acc: 0.8984
(TRAINING) task: 6, epoch: 24/30, loss: 1.8893, acc: 0.9160
(TRAINING) task: 6, epoch: 24/30, loss: 1.8927, acc: 0.9076
(TRAINING) task: 6, epoch: 24/30, loss: 1.8909, acc: 0.9033
(TRAINING) task: 6, epoch: 24/30, loss: 1.8843, acc: 0.9031
(TRAINING) task: 6, epoch: 24/30, loss: 1.8857, acc: 0.9010
(TRAINING) task: 6, epoch: 24/30, loss: 1.8839, acc: 0.9007
(TRAINING) task: 6, epoch: 24/30, loss: 1.8872, acc: 0.8975
(TRAINING) task: 6, epoch: 24/30, loss: 1.8886, acc: 0.8958
(TRAINING) task: 6, epoch: 24/30, loss: 1.8881, acc: 0.8953
(TRAINING) task: 6, epoch: 24/30, loss: 1.8872, acc: 0.8981
(TRAINING) task: 6, epoch: 24/30, loss: 1.8878, acc: 0.8988
(TRAINING) task: 6, epoch: 24/30, loss: 1.8860, acc: 0.9014
(TRAINING) task: 6, epoch: 24/30, loss: 1.8859, acc: 0.9021
(TRAINING) task: 6, epoch: 24/30, loss: 1.8855, acc: 0.9031
(TRAINING) task: 6, epoch: 24/30, loss: 1.8852, acc: 0.9014
(TRAINING) task: 6, epoch: 24/30, loss: 1.8843, acc: 0.9019
(TRAINING) task: 6, epoch: 24/30, loss: 1.8832, acc: 0.9026
(TRAINING) task: 6, epoch: 24/30, loss: 1.8835, acc: 0.9011
(TRAINING) task: 6, epoch: 24/30, loss: 1.8823, acc: 0.9024
(TESTING) task: 6, epoch: 24/30, loss: 1.8205, acc: 1.0000
(TESTING) task: 6, epoch: 24/30, loss: 1.8395, acc: 0.9688
(TESTING) task: 6, epoch: 24/30, loss: 1.8782, acc: 0.9167
(TESTING) task: 6, epoch: 24/30, loss: 1.8723, acc: 0.9219
(TESTING) task: 6, epoch: 24/30, loss: 1.8848, acc: 0.9000
(TESTING) task: 6, epoch: 24/30, loss: 1.8835, acc: 0.8854
(TESTING) task: 6, epoch: 24/30, loss: 1.8879, acc: 0.8839
(TESTING) task: 6, epoch: 24/30, loss: 1.8834, acc: 0.8984
(TESTING) task: 6, epoch: 24/30, loss: 1.8831, acc: 0.8889
(TESTING) task: 6, epoch: 24/30, loss: 1.8843, acc: 0.8875
(TESTING) task: 6, epoch: 24/30, loss: 1.8792, acc: 0.8920
(TESTING) task: 6, epoch: 24/30, loss: 1.8853, acc: 0.8906
(TESTING) task: 6, epoch: 24/30, loss: 1.8851, acc: 0.8942
(TESTING) task: 6, epoch: 24/30, loss: 1.8854, acc: 0.8929
(TESTING) task: 6, epoch: 24/30, loss: 1.8911, acc: 0.8875
(TESTING) task: 6, epoch: 24/30, loss: 1.8949, acc: 0.8945
(TESTING) task: 6, epoch: 24/30, loss: 1.8976, acc: 0.8897
(TESTING) task: 6, epoch: 24/30, loss: 1.8943, acc: 0.8958
(TESTING) task: 6, epoch: 24/30, loss: 1.8945, acc: 0.8980
(TESTING) task: 6, epoch: 24/30, loss: 1.8924, acc: 0.8969
(TESTING) task: 6, epoch: 24/30, loss: 1.8903, acc: 0.8988
(TESTING) task: 6, epoch: 24/30, loss: 1.8925, acc: 0.8949
(TESTING) task: 6, epoch: 24/30, loss: 1.8942, acc: 0.8967
(TESTING) task: 6, epoch: 24/30, loss: 1.8903, acc: 0.9010
(TESTING) task: 6, epoch: 24/30, loss: 1.8894, acc: 0.9000
(TESTING) task: 6, epoch: 24/30, loss: 1.8908, acc: 0.8990
(TESTING) task: 6, epoch: 24/30, loss: 1.8919, acc: 0.8958
(TESTING) task: 6, epoch: 24/30, loss: 1.8933, acc: 0.8929
(TESTING) task: 6, epoch: 24/30, loss: 1.8969, acc: 0.8922
(TESTING) task: 6, epoch: 24/30, loss: 1.8980, acc: 0.8938
(TESTING) task: 6, epoch: 24/30, loss: 1.8996, acc: 0.8891
(TESTING) task: 6, epoch: 24/30, loss: 1.9024, acc: 0.8867
(TESTING) task: 6, epoch: 24/30, loss: 1.9041, acc: 0.8864
(TESTING) task: 6, epoch: 24/30, loss: 1.9056, acc: 0.8842
(TESTING) task: 6, epoch: 24/30, loss: 1.9042, acc: 0.8857
(TESTING) task: 6, epoch: 24/30, loss: 1.9034, acc: 0.8819
(TESTING) task: 6, epoch: 24/30, loss: 1.9032, acc: 0.8851
(TESTING) task: 6, epoch: 24/30, loss: 1.9039, acc: 0.8849
(TESTING) task: 6, epoch: 24/30, loss: 1.9005, acc: 0.8878
(TESTING) task: 6, epoch: 24/30, loss: 1.8986, acc: 0.8875
(TESTING) task: 6, epoch: 24/30, loss: 1.8983, acc: 0.8826
(TESTING) task: 6, epoch: 24/30, loss: 1.8988, acc: 0.8810
(TESTING) task: 6, epoch: 24/30, loss: 1.8968, acc: 0.8823
(TESTING) task: 6, epoch: 24/30, loss: 1.8957, acc: 0.8821
(TESTING) task: 6, epoch: 24/30, loss: 1.8951, acc: 0.8833
(TESTING) task: 6, epoch: 24/30, loss: 1.8960, acc: 0.8804
(TESTING) task: 6, epoch: 24/30, loss: 1.8964, acc: 0.8816
(TESTING) task: 6, epoch: 24/30, loss: 1.8949, acc: 0.8828
(TESTING) task: 6, epoch: 24/30, loss: 1.8956, acc: 0.8814
(TESTING) task: 6, epoch: 24/30, loss: 1.8937, acc: 0.8825
(TESTING) task: 6, epoch: 24/30, loss: 1.8928, acc: 0.8824
(TESTING) task: 6, epoch: 24/30, loss: 1.8938, acc: 0.8786
(TESTING) task: 6, epoch: 24/30, loss: 1.8958, acc: 0.8785
(TESTING) task: 6, epoch: 24/30, loss: 1.8955, acc: 0.8808
(TESTING) task: 6, epoch: 24/30, loss: 1.8949, acc: 0.8818
(TESTING) task: 6, epoch: 24/30, loss: 1.8937, acc: 0.8839
(TESTING) task: 6, epoch: 24/30, loss: 1.8927, acc: 0.8849
(TESTING) task: 6, epoch: 24/30, loss: 1.8931, acc: 0.8858
(TESTING) task: 6, epoch: 24/30, loss: 1.8935, acc: 0.8856
(TESTING) task: 6, epoch: 24/30, loss: 1.8934, acc: 0.8854
(TESTING) task: 6, epoch: 24/30, loss: 1.8926, acc: 0.8842
(TESTING) task: 6, epoch: 24/30, loss: 1.8922, acc: 0.8841
(TESTING) task: 6, epoch: 24/30, loss: 1.8918, acc: 0.8819
(TRAINING) task: 6, epoch: 25/30, loss: 1.8741, acc: 0.9258
(TRAINING) task: 6, epoch: 25/30, loss: 1.8792, acc: 0.9160
(TRAINING) task: 6, epoch: 25/30, loss: 1.8801, acc: 0.9115
(TRAINING) task: 6, epoch: 25/30, loss: 1.8801, acc: 0.9092
(TRAINING) task: 6, epoch: 25/30, loss: 1.8828, acc: 0.9031
(TRAINING) task: 6, epoch: 25/30, loss: 1.8822, acc: 0.9069
(TRAINING) task: 6, epoch: 25/30, loss: 1.8787, acc: 0.9096
(TRAINING) task: 6, epoch: 25/30, loss: 1.8798, acc: 0.9043
(TRAINING) task: 6, epoch: 25/30, loss: 1.8804, acc: 0.9041
(TRAINING) task: 6, epoch: 25/30, loss: 1.8798, acc: 0.9035
(TRAINING) task: 6, epoch: 25/30, loss: 1.8792, acc: 0.9045
(TRAINING) task: 6, epoch: 25/30, loss: 1.8763, acc: 0.9059
(TRAINING) task: 6, epoch: 25/30, loss: 1.8760, acc: 0.9056
(TRAINING) task: 6, epoch: 25/30, loss: 1.8748, acc: 0.9049
(TRAINING) task: 6, epoch: 25/30, loss: 1.8745, acc: 0.9031
(TRAINING) task: 6, epoch: 25/30, loss: 1.8745, acc: 0.9028
(TRAINING) task: 6, epoch: 25/30, loss: 1.8746, acc: 0.9040
(TRAINING) task: 6, epoch: 25/30, loss: 1.8734, acc: 0.9058
(TRAINING) task: 6, epoch: 25/30, loss: 1.8738, acc: 0.9048
(TRAINING) task: 6, epoch: 25/30, loss: 1.8722, acc: 0.9077
(TESTING) task: 6, epoch: 25/30, loss: 1.8742, acc: 0.8750
(TESTING) task: 6, epoch: 25/30, loss: 1.8966, acc: 0.8438
(TESTING) task: 6, epoch: 25/30, loss: 1.8733, acc: 0.8542
(TESTING) task: 6, epoch: 25/30, loss: 1.8690, acc: 0.8750
(TESTING) task: 6, epoch: 25/30, loss: 1.8700, acc: 0.8875
(TESTING) task: 6, epoch: 25/30, loss: 1.8606, acc: 0.9062
(TESTING) task: 6, epoch: 25/30, loss: 1.8754, acc: 0.8839
(TESTING) task: 6, epoch: 25/30, loss: 1.8766, acc: 0.8828
(TESTING) task: 6, epoch: 25/30, loss: 1.8745, acc: 0.8889
(TESTING) task: 6, epoch: 25/30, loss: 1.8806, acc: 0.8812
(TESTING) task: 6, epoch: 25/30, loss: 1.8888, acc: 0.8807
(TESTING) task: 6, epoch: 25/30, loss: 1.8859, acc: 0.8802
(TESTING) task: 6, epoch: 25/30, loss: 1.8898, acc: 0.8750
(TESTING) task: 6, epoch: 25/30, loss: 1.8865, acc: 0.8839
(TESTING) task: 6, epoch: 25/30, loss: 1.8907, acc: 0.8792
(TESTING) task: 6, epoch: 25/30, loss: 1.8929, acc: 0.8789
(TESTING) task: 6, epoch: 25/30, loss: 1.8920, acc: 0.8824
(TESTING) task: 6, epoch: 25/30, loss: 1.8879, acc: 0.8854
(TESTING) task: 6, epoch: 25/30, loss: 1.8880, acc: 0.8914
(TESTING) task: 6, epoch: 25/30, loss: 1.8902, acc: 0.8906
(TESTING) task: 6, epoch: 25/30, loss: 1.8900, acc: 0.8869
(TESTING) task: 6, epoch: 25/30, loss: 1.8912, acc: 0.8892
(TESTING) task: 6, epoch: 25/30, loss: 1.8897, acc: 0.8859
(TESTING) task: 6, epoch: 25/30, loss: 1.8925, acc: 0.8776
(TESTING) task: 6, epoch: 25/30, loss: 1.8926, acc: 0.8800
(TESTING) task: 6, epoch: 25/30, loss: 1.8897, acc: 0.8846
(TESTING) task: 6, epoch: 25/30, loss: 1.8871, acc: 0.8889
(TESTING) task: 6, epoch: 25/30, loss: 1.8899, acc: 0.8862
(TESTING) task: 6, epoch: 25/30, loss: 1.8919, acc: 0.8879
(TESTING) task: 6, epoch: 25/30, loss: 1.8921, acc: 0.8896
(TESTING) task: 6, epoch: 25/30, loss: 1.8958, acc: 0.8851
(TESTING) task: 6, epoch: 25/30, loss: 1.8945, acc: 0.8867
(TESTING) task: 6, epoch: 25/30, loss: 1.8932, acc: 0.8845
(TESTING) task: 6, epoch: 25/30, loss: 1.8915, acc: 0.8842
(TESTING) task: 6, epoch: 25/30, loss: 1.8910, acc: 0.8857
(TESTING) task: 6, epoch: 25/30, loss: 1.8898, acc: 0.8872
(TESTING) task: 6, epoch: 25/30, loss: 1.8899, acc: 0.8885
(TESTING) task: 6, epoch: 25/30, loss: 1.8913, acc: 0.8865
(TESTING) task: 6, epoch: 25/30, loss: 1.8906, acc: 0.8846
(TESTING) task: 6, epoch: 25/30, loss: 1.8898, acc: 0.8859
(TESTING) task: 6, epoch: 25/30, loss: 1.8886, acc: 0.8887
(TESTING) task: 6, epoch: 25/30, loss: 1.8899, acc: 0.8854
(TESTING) task: 6, epoch: 25/30, loss: 1.8893, acc: 0.8866
(TESTING) task: 6, epoch: 25/30, loss: 1.8901, acc: 0.8878
(TESTING) task: 6, epoch: 25/30, loss: 1.8897, acc: 0.8861
(TESTING) task: 6, epoch: 25/30, loss: 1.8888, acc: 0.8859
(TESTING) task: 6, epoch: 25/30, loss: 1.8896, acc: 0.8843
(TESTING) task: 6, epoch: 25/30, loss: 1.8898, acc: 0.8841
(TESTING) task: 6, epoch: 25/30, loss: 1.8869, acc: 0.8865
(TESTING) task: 6, epoch: 25/30, loss: 1.8869, acc: 0.8862
(TESTING) task: 6, epoch: 25/30, loss: 1.8877, acc: 0.8848
(TESTING) task: 6, epoch: 25/30, loss: 1.8864, acc: 0.8846
(TESTING) task: 6, epoch: 25/30, loss: 1.8849, acc: 0.8868
(TESTING) task: 6, epoch: 25/30, loss: 1.8850, acc: 0.8843
(TESTING) task: 6, epoch: 25/30, loss: 1.8849, acc: 0.8841
(TESTING) task: 6, epoch: 25/30, loss: 1.8843, acc: 0.8839
(TESTING) task: 6, epoch: 25/30, loss: 1.8851, acc: 0.8827
(TESTING) task: 6, epoch: 25/30, loss: 1.8849, acc: 0.8825
(TESTING) task: 6, epoch: 25/30, loss: 1.8847, acc: 0.8824
(TESTING) task: 6, epoch: 25/30, loss: 1.8841, acc: 0.8823
(TESTING) task: 6, epoch: 25/30, loss: 1.8831, acc: 0.8811
(TESTING) task: 6, epoch: 25/30, loss: 1.8826, acc: 0.8821
(TESTING) task: 6, epoch: 25/30, loss: 1.8820, acc: 0.8839
(TRAINING) task: 6, epoch: 26/30, loss: 1.8673, acc: 0.9102
(TRAINING) task: 6, epoch: 26/30, loss: 1.8693, acc: 0.9199
(TRAINING) task: 6, epoch: 26/30, loss: 1.8715, acc: 0.9154
(TRAINING) task: 6, epoch: 26/30, loss: 1.8723, acc: 0.9092
(TRAINING) task: 6, epoch: 26/30, loss: 1.8710, acc: 0.9078
(TRAINING) task: 6, epoch: 26/30, loss: 1.8699, acc: 0.9095
(TRAINING) task: 6, epoch: 26/30, loss: 1.8696, acc: 0.9146
(TRAINING) task: 6, epoch: 26/30, loss: 1.8692, acc: 0.9146
(TRAINING) task: 6, epoch: 26/30, loss: 1.8703, acc: 0.9123
(TRAINING) task: 6, epoch: 26/30, loss: 1.8683, acc: 0.9113
(TRAINING) task: 6, epoch: 26/30, loss: 1.8660, acc: 0.9141
(TRAINING) task: 6, epoch: 26/30, loss: 1.8660, acc: 0.9121
(TRAINING) task: 6, epoch: 26/30, loss: 1.8641, acc: 0.9102
(TRAINING) task: 6, epoch: 26/30, loss: 1.8647, acc: 0.9104
(TRAINING) task: 6, epoch: 26/30, loss: 1.8640, acc: 0.9112
(TRAINING) task: 6, epoch: 26/30, loss: 1.8649, acc: 0.9075
(TRAINING) task: 6, epoch: 26/30, loss: 1.8645, acc: 0.9072
(TRAINING) task: 6, epoch: 26/30, loss: 1.8643, acc: 0.9071
(TRAINING) task: 6, epoch: 26/30, loss: 1.8641, acc: 0.9062
(TRAINING) task: 6, epoch: 26/30, loss: 1.8635, acc: 0.9065
(TESTING) task: 6, epoch: 26/30, loss: 1.8428, acc: 1.0000
(TESTING) task: 6, epoch: 26/30, loss: 1.8603, acc: 0.9375
(TESTING) task: 6, epoch: 26/30, loss: 1.8557, acc: 0.9375
(TESTING) task: 6, epoch: 26/30, loss: 1.8773, acc: 0.9062
(TESTING) task: 6, epoch: 26/30, loss: 1.9062, acc: 0.8500
(TESTING) task: 6, epoch: 26/30, loss: 1.9119, acc: 0.8333
(TESTING) task: 6, epoch: 26/30, loss: 1.8949, acc: 0.8393
(TESTING) task: 6, epoch: 26/30, loss: 1.8825, acc: 0.8594
(TESTING) task: 6, epoch: 26/30, loss: 1.8797, acc: 0.8681
(TESTING) task: 6, epoch: 26/30, loss: 1.8813, acc: 0.8688
(TESTING) task: 6, epoch: 26/30, loss: 1.8770, acc: 0.8750
(TESTING) task: 6, epoch: 26/30, loss: 1.8783, acc: 0.8698
(TESTING) task: 6, epoch: 26/30, loss: 1.8804, acc: 0.8558
(TESTING) task: 6, epoch: 26/30, loss: 1.8758, acc: 0.8661
(TESTING) task: 6, epoch: 26/30, loss: 1.8713, acc: 0.8667
(TESTING) task: 6, epoch: 26/30, loss: 1.8722, acc: 0.8711
(TESTING) task: 6, epoch: 26/30, loss: 1.8758, acc: 0.8640
(TESTING) task: 6, epoch: 26/30, loss: 1.8806, acc: 0.8542
(TESTING) task: 6, epoch: 26/30, loss: 1.8851, acc: 0.8520
(TESTING) task: 6, epoch: 26/30, loss: 1.8813, acc: 0.8594
(TESTING) task: 6, epoch: 26/30, loss: 1.8827, acc: 0.8571
(TESTING) task: 6, epoch: 26/30, loss: 1.8823, acc: 0.8551
(TESTING) task: 6, epoch: 26/30, loss: 1.8825, acc: 0.8587
(TESTING) task: 6, epoch: 26/30, loss: 1.8820, acc: 0.8568
(TESTING) task: 6, epoch: 26/30, loss: 1.8815, acc: 0.8600
(TESTING) task: 6, epoch: 26/30, loss: 1.8796, acc: 0.8606
(TESTING) task: 6, epoch: 26/30, loss: 1.8815, acc: 0.8611
(TESTING) task: 6, epoch: 26/30, loss: 1.8794, acc: 0.8661
(TESTING) task: 6, epoch: 26/30, loss: 1.8807, acc: 0.8642
(TESTING) task: 6, epoch: 26/30, loss: 1.8775, acc: 0.8667
(TESTING) task: 6, epoch: 26/30, loss: 1.8776, acc: 0.8690
(TESTING) task: 6, epoch: 26/30, loss: 1.8772, acc: 0.8652
(TESTING) task: 6, epoch: 26/30, loss: 1.8786, acc: 0.8636
(TESTING) task: 6, epoch: 26/30, loss: 1.8777, acc: 0.8658
(TESTING) task: 6, epoch: 26/30, loss: 1.8789, acc: 0.8625
(TESTING) task: 6, epoch: 26/30, loss: 1.8770, acc: 0.8628
(TESTING) task: 6, epoch: 26/30, loss: 1.8782, acc: 0.8632
(TESTING) task: 6, epoch: 26/30, loss: 1.8790, acc: 0.8651
(TESTING) task: 6, epoch: 26/30, loss: 1.8760, acc: 0.8686
(TESTING) task: 6, epoch: 26/30, loss: 1.8769, acc: 0.8672
(TESTING) task: 6, epoch: 26/30, loss: 1.8780, acc: 0.8674
(TESTING) task: 6, epoch: 26/30, loss: 1.8770, acc: 0.8690
(TESTING) task: 6, epoch: 26/30, loss: 1.8776, acc: 0.8663
(TESTING) task: 6, epoch: 26/30, loss: 1.8791, acc: 0.8651
(TESTING) task: 6, epoch: 26/30, loss: 1.8803, acc: 0.8611
(TESTING) task: 6, epoch: 26/30, loss: 1.8789, acc: 0.8641
(TESTING) task: 6, epoch: 26/30, loss: 1.8784, acc: 0.8657
(TESTING) task: 6, epoch: 26/30, loss: 1.8787, acc: 0.8646
(TESTING) task: 6, epoch: 26/30, loss: 1.8792, acc: 0.8661
(TESTING) task: 6, epoch: 26/30, loss: 1.8797, acc: 0.8662
(TESTING) task: 6, epoch: 26/30, loss: 1.8791, acc: 0.8652
(TESTING) task: 6, epoch: 26/30, loss: 1.8776, acc: 0.8666
(TESTING) task: 6, epoch: 26/30, loss: 1.8766, acc: 0.8679
(TESTING) task: 6, epoch: 26/30, loss: 1.8771, acc: 0.8681
(TESTING) task: 6, epoch: 26/30, loss: 1.8764, acc: 0.8682
(TESTING) task: 6, epoch: 26/30, loss: 1.8763, acc: 0.8683
(TESTING) task: 6, epoch: 26/30, loss: 1.8767, acc: 0.8684
(TESTING) task: 6, epoch: 26/30, loss: 1.8766, acc: 0.8696
(TESTING) task: 6, epoch: 26/30, loss: 1.8773, acc: 0.8686
(TESTING) task: 6, epoch: 26/30, loss: 1.8776, acc: 0.8677
(TESTING) task: 6, epoch: 26/30, loss: 1.8760, acc: 0.8689
(TESTING) task: 6, epoch: 26/30, loss: 1.8767, acc: 0.8669
(TESTING) task: 6, epoch: 26/30, loss: 1.8750, acc: 0.8690
(TRAINING) task: 6, epoch: 27/30, loss: 1.8511, acc: 0.8945
(TRAINING) task: 6, epoch: 27/30, loss: 1.8422, acc: 0.9082
(TRAINING) task: 6, epoch: 27/30, loss: 1.8385, acc: 0.9102
(TRAINING) task: 6, epoch: 27/30, loss: 1.8457, acc: 0.9111
(TRAINING) task: 6, epoch: 27/30, loss: 1.8479, acc: 0.9023
(TRAINING) task: 6, epoch: 27/30, loss: 1.8515, acc: 0.8965
(TRAINING) task: 6, epoch: 27/30, loss: 1.8526, acc: 0.8968
(TRAINING) task: 6, epoch: 27/30, loss: 1.8519, acc: 0.8970
(TRAINING) task: 6, epoch: 27/30, loss: 1.8552, acc: 0.8967
(TRAINING) task: 6, epoch: 27/30, loss: 1.8564, acc: 0.8969
(TRAINING) task: 6, epoch: 27/30, loss: 1.8555, acc: 0.8967
(TRAINING) task: 6, epoch: 27/30, loss: 1.8551, acc: 0.8965
(TRAINING) task: 6, epoch: 27/30, loss: 1.8564, acc: 0.8954
(TRAINING) task: 6, epoch: 27/30, loss: 1.8575, acc: 0.8934
(TRAINING) task: 6, epoch: 27/30, loss: 1.8556, acc: 0.8943
(TRAINING) task: 6, epoch: 27/30, loss: 1.8558, acc: 0.8938
(TRAINING) task: 6, epoch: 27/30, loss: 1.8554, acc: 0.8941
(TRAINING) task: 6, epoch: 27/30, loss: 1.8559, acc: 0.8939
(TRAINING) task: 6, epoch: 27/30, loss: 1.8561, acc: 0.8945
(TRAINING) task: 6, epoch: 27/30, loss: 1.8555, acc: 0.8958
(TESTING) task: 6, epoch: 27/30, loss: 1.8340, acc: 0.8750
(TESTING) task: 6, epoch: 27/30, loss: 1.8625, acc: 0.8750
(TESTING) task: 6, epoch: 27/30, loss: 1.8700, acc: 0.8750
(TESTING) task: 6, epoch: 27/30, loss: 1.8531, acc: 0.8906
(TESTING) task: 6, epoch: 27/30, loss: 1.8757, acc: 0.8750
(TESTING) task: 6, epoch: 27/30, loss: 1.8721, acc: 0.8854
(TESTING) task: 6, epoch: 27/30, loss: 1.8744, acc: 0.8750
(TESTING) task: 6, epoch: 27/30, loss: 1.8701, acc: 0.8906
(TESTING) task: 6, epoch: 27/30, loss: 1.8627, acc: 0.8958
(TESTING) task: 6, epoch: 27/30, loss: 1.8597, acc: 0.8938
(TESTING) task: 6, epoch: 27/30, loss: 1.8581, acc: 0.9034
(TESTING) task: 6, epoch: 27/30, loss: 1.8522, acc: 0.9062
(TESTING) task: 6, epoch: 27/30, loss: 1.8570, acc: 0.9038
(TESTING) task: 6, epoch: 27/30, loss: 1.8637, acc: 0.8929
(TESTING) task: 6, epoch: 27/30, loss: 1.8655, acc: 0.8917
(TESTING) task: 6, epoch: 27/30, loss: 1.8670, acc: 0.8867
(TESTING) task: 6, epoch: 27/30, loss: 1.8689, acc: 0.8860
(TESTING) task: 6, epoch: 27/30, loss: 1.8745, acc: 0.8715
(TESTING) task: 6, epoch: 27/30, loss: 1.8741, acc: 0.8750
(TESTING) task: 6, epoch: 27/30, loss: 1.8742, acc: 0.8656
(TESTING) task: 6, epoch: 27/30, loss: 1.8735, acc: 0.8690
(TESTING) task: 6, epoch: 27/30, loss: 1.8759, acc: 0.8665
(TESTING) task: 6, epoch: 27/30, loss: 1.8754, acc: 0.8641
(TESTING) task: 6, epoch: 27/30, loss: 1.8730, acc: 0.8646
(TESTING) task: 6, epoch: 27/30, loss: 1.8696, acc: 0.8675
(TESTING) task: 6, epoch: 27/30, loss: 1.8650, acc: 0.8726
(TESTING) task: 6, epoch: 27/30, loss: 1.8639, acc: 0.8727
(TESTING) task: 6, epoch: 27/30, loss: 1.8622, acc: 0.8728
(TESTING) task: 6, epoch: 27/30, loss: 1.8644, acc: 0.8664
(TESTING) task: 6, epoch: 27/30, loss: 1.8634, acc: 0.8667
(TESTING) task: 6, epoch: 27/30, loss: 1.8626, acc: 0.8669
(TESTING) task: 6, epoch: 27/30, loss: 1.8624, acc: 0.8672
(TESTING) task: 6, epoch: 27/30, loss: 1.8674, acc: 0.8636
(TESTING) task: 6, epoch: 27/30, loss: 1.8664, acc: 0.8640
(TESTING) task: 6, epoch: 27/30, loss: 1.8684, acc: 0.8607
(TESTING) task: 6, epoch: 27/30, loss: 1.8677, acc: 0.8646
(TESTING) task: 6, epoch: 27/30, loss: 1.8670, acc: 0.8632
(TESTING) task: 6, epoch: 27/30, loss: 1.8667, acc: 0.8668
(TESTING) task: 6, epoch: 27/30, loss: 1.8678, acc: 0.8638
(TESTING) task: 6, epoch: 27/30, loss: 1.8674, acc: 0.8656
(TESTING) task: 6, epoch: 27/30, loss: 1.8650, acc: 0.8674
(TESTING) task: 6, epoch: 27/30, loss: 1.8650, acc: 0.8661
(TESTING) task: 6, epoch: 27/30, loss: 1.8639, acc: 0.8677
(TESTING) task: 6, epoch: 27/30, loss: 1.8627, acc: 0.8693
(TESTING) task: 6, epoch: 27/30, loss: 1.8635, acc: 0.8681
(TESTING) task: 6, epoch: 27/30, loss: 1.8637, acc: 0.8682
(TESTING) task: 6, epoch: 27/30, loss: 1.8656, acc: 0.8684
(TESTING) task: 6, epoch: 27/30, loss: 1.8659, acc: 0.8672
(TESTING) task: 6, epoch: 27/30, loss: 1.8667, acc: 0.8686
(TESTING) task: 6, epoch: 27/30, loss: 1.8665, acc: 0.8675
(TESTING) task: 6, epoch: 27/30, loss: 1.8685, acc: 0.8664
(TESTING) task: 6, epoch: 27/30, loss: 1.8690, acc: 0.8642
(TESTING) task: 6, epoch: 27/30, loss: 1.8714, acc: 0.8632
(TESTING) task: 6, epoch: 27/30, loss: 1.8716, acc: 0.8634
(TESTING) task: 6, epoch: 27/30, loss: 1.8706, acc: 0.8648
(TESTING) task: 6, epoch: 27/30, loss: 1.8695, acc: 0.8661
(TESTING) task: 6, epoch: 27/30, loss: 1.8689, acc: 0.8673
(TESTING) task: 6, epoch: 27/30, loss: 1.8691, acc: 0.8653
(TESTING) task: 6, epoch: 27/30, loss: 1.8682, acc: 0.8665
(TESTING) task: 6, epoch: 27/30, loss: 1.8674, acc: 0.8667
(TESTING) task: 6, epoch: 27/30, loss: 1.8680, acc: 0.8637
(TESTING) task: 6, epoch: 27/30, loss: 1.8682, acc: 0.8649
(TESTING) task: 6, epoch: 27/30, loss: 1.8678, acc: 0.8631
(TRAINING) task: 6, epoch: 28/30, loss: 1.8728, acc: 0.8789
(TRAINING) task: 6, epoch: 28/30, loss: 1.8666, acc: 0.8828
(TRAINING) task: 6, epoch: 28/30, loss: 1.8656, acc: 0.8841
(TRAINING) task: 6, epoch: 28/30, loss: 1.8526, acc: 0.8926
(TRAINING) task: 6, epoch: 28/30, loss: 1.8519, acc: 0.8961
(TRAINING) task: 6, epoch: 28/30, loss: 1.8512, acc: 0.8978
(TRAINING) task: 6, epoch: 28/30, loss: 1.8482, acc: 0.8979
(TRAINING) task: 6, epoch: 28/30, loss: 1.8469, acc: 0.8984
(TRAINING) task: 6, epoch: 28/30, loss: 1.8474, acc: 0.8993
(TRAINING) task: 6, epoch: 28/30, loss: 1.8456, acc: 0.8984
(TRAINING) task: 6, epoch: 28/30, loss: 1.8462, acc: 0.8977
(TRAINING) task: 6, epoch: 28/30, loss: 1.8465, acc: 0.8955
(TRAINING) task: 6, epoch: 28/30, loss: 1.8461, acc: 0.8945
(TRAINING) task: 6, epoch: 28/30, loss: 1.8464, acc: 0.8923
(TRAINING) task: 6, epoch: 28/30, loss: 1.8453, acc: 0.8940
(TRAINING) task: 6, epoch: 28/30, loss: 1.8464, acc: 0.8928
(TRAINING) task: 6, epoch: 28/30, loss: 1.8466, acc: 0.8906
(TRAINING) task: 6, epoch: 28/30, loss: 1.8467, acc: 0.8902
(TRAINING) task: 6, epoch: 28/30, loss: 1.8471, acc: 0.8892
(TRAINING) task: 6, epoch: 28/30, loss: 1.8482, acc: 0.8870
(TESTING) task: 6, epoch: 28/30, loss: 1.8056, acc: 0.9375
(TESTING) task: 6, epoch: 28/30, loss: 1.8426, acc: 0.8750
(TESTING) task: 6, epoch: 28/30, loss: 1.8730, acc: 0.8542
(TESTING) task: 6, epoch: 28/30, loss: 1.8804, acc: 0.8281
(TESTING) task: 6, epoch: 28/30, loss: 1.8796, acc: 0.8375
(TESTING) task: 6, epoch: 28/30, loss: 1.8556, acc: 0.8646
(TESTING) task: 6, epoch: 28/30, loss: 1.8601, acc: 0.8482
(TESTING) task: 6, epoch: 28/30, loss: 1.8608, acc: 0.8516
(TESTING) task: 6, epoch: 28/30, loss: 1.8598, acc: 0.8472
(TESTING) task: 6, epoch: 28/30, loss: 1.8592, acc: 0.8500
(TESTING) task: 6, epoch: 28/30, loss: 1.8459, acc: 0.8636
(TESTING) task: 6, epoch: 28/30, loss: 1.8522, acc: 0.8594
(TESTING) task: 6, epoch: 28/30, loss: 1.8513, acc: 0.8558
(TESTING) task: 6, epoch: 28/30, loss: 1.8578, acc: 0.8527
(TESTING) task: 6, epoch: 28/30, loss: 1.8591, acc: 0.8542
(TESTING) task: 6, epoch: 28/30, loss: 1.8586, acc: 0.8555
(TESTING) task: 6, epoch: 28/30, loss: 1.8552, acc: 0.8566
(TESTING) task: 6, epoch: 28/30, loss: 1.8539, acc: 0.8611
(TESTING) task: 6, epoch: 28/30, loss: 1.8637, acc: 0.8487
(TESTING) task: 6, epoch: 28/30, loss: 1.8657, acc: 0.8469
(TESTING) task: 6, epoch: 28/30, loss: 1.8640, acc: 0.8512
(TESTING) task: 6, epoch: 28/30, loss: 1.8635, acc: 0.8551
(TESTING) task: 6, epoch: 28/30, loss: 1.8593, acc: 0.8587
(TESTING) task: 6, epoch: 28/30, loss: 1.8594, acc: 0.8568
(TESTING) task: 6, epoch: 28/30, loss: 1.8587, acc: 0.8575
(TESTING) task: 6, epoch: 28/30, loss: 1.8575, acc: 0.8606
(TESTING) task: 6, epoch: 28/30, loss: 1.8552, acc: 0.8657
(TESTING) task: 6, epoch: 28/30, loss: 1.8558, acc: 0.8683
(TESTING) task: 6, epoch: 28/30, loss: 1.8547, acc: 0.8685
(TESTING) task: 6, epoch: 28/30, loss: 1.8547, acc: 0.8667
(TESTING) task: 6, epoch: 28/30, loss: 1.8547, acc: 0.8690
(TESTING) task: 6, epoch: 28/30, loss: 1.8530, acc: 0.8711
(TESTING) task: 6, epoch: 28/30, loss: 1.8535, acc: 0.8712
(TESTING) task: 6, epoch: 28/30, loss: 1.8542, acc: 0.8676
(TESTING) task: 6, epoch: 28/30, loss: 1.8552, acc: 0.8661
(TESTING) task: 6, epoch: 28/30, loss: 1.8559, acc: 0.8646
(TESTING) task: 6, epoch: 28/30, loss: 1.8553, acc: 0.8632
(TESTING) task: 6, epoch: 28/30, loss: 1.8543, acc: 0.8635
(TESTING) task: 6, epoch: 28/30, loss: 1.8568, acc: 0.8622
(TESTING) task: 6, epoch: 28/30, loss: 1.8549, acc: 0.8641
(TESTING) task: 6, epoch: 28/30, loss: 1.8557, acc: 0.8643
(TESTING) task: 6, epoch: 28/30, loss: 1.8563, acc: 0.8646
(TESTING) task: 6, epoch: 28/30, loss: 1.8555, acc: 0.8648
(TESTING) task: 6, epoch: 28/30, loss: 1.8564, acc: 0.8651
(TESTING) task: 6, epoch: 28/30, loss: 1.8576, acc: 0.8653
(TESTING) task: 6, epoch: 28/30, loss: 1.8602, acc: 0.8628
(TESTING) task: 6, epoch: 28/30, loss: 1.8601, acc: 0.8617
(TESTING) task: 6, epoch: 28/30, loss: 1.8588, acc: 0.8633
(TESTING) task: 6, epoch: 28/30, loss: 1.8596, acc: 0.8610
(TESTING) task: 6, epoch: 28/30, loss: 1.8599, acc: 0.8625
(TESTING) task: 6, epoch: 28/30, loss: 1.8592, acc: 0.8640
(TESTING) task: 6, epoch: 28/30, loss: 1.8600, acc: 0.8642
(TESTING) task: 6, epoch: 28/30, loss: 1.8596, acc: 0.8644
(TESTING) task: 6, epoch: 28/30, loss: 1.8576, acc: 0.8657
(TESTING) task: 6, epoch: 28/30, loss: 1.8571, acc: 0.8659
(TESTING) task: 6, epoch: 28/30, loss: 1.8561, acc: 0.8672
(TESTING) task: 6, epoch: 28/30, loss: 1.8563, acc: 0.8673
(TESTING) task: 6, epoch: 28/30, loss: 1.8564, acc: 0.8675
(TESTING) task: 6, epoch: 28/30, loss: 1.8569, acc: 0.8676
(TESTING) task: 6, epoch: 28/30, loss: 1.8588, acc: 0.8635
(TESTING) task: 6, epoch: 28/30, loss: 1.8607, acc: 0.8617
(TESTING) task: 6, epoch: 28/30, loss: 1.8607, acc: 0.8609
(TESTING) task: 6, epoch: 28/30, loss: 1.8593, acc: 0.8611
(TRAINING) task: 6, epoch: 29/30, loss: 1.8337, acc: 0.9023
(TRAINING) task: 6, epoch: 29/30, loss: 1.8489, acc: 0.8828
(TRAINING) task: 6, epoch: 29/30, loss: 1.8405, acc: 0.8880
(TRAINING) task: 6, epoch: 29/30, loss: 1.8349, acc: 0.8896
(TRAINING) task: 6, epoch: 29/30, loss: 1.8403, acc: 0.8859
(TRAINING) task: 6, epoch: 29/30, loss: 1.8437, acc: 0.8789
(TRAINING) task: 6, epoch: 29/30, loss: 1.8467, acc: 0.8795
(TRAINING) task: 6, epoch: 29/30, loss: 1.8472, acc: 0.8794
(TRAINING) task: 6, epoch: 29/30, loss: 1.8465, acc: 0.8802
(TRAINING) task: 6, epoch: 29/30, loss: 1.8476, acc: 0.8770
(TRAINING) task: 6, epoch: 29/30, loss: 1.8477, acc: 0.8757
(TRAINING) task: 6, epoch: 29/30, loss: 1.8486, acc: 0.8737
(TRAINING) task: 6, epoch: 29/30, loss: 1.8475, acc: 0.8747
(TRAINING) task: 6, epoch: 29/30, loss: 1.8464, acc: 0.8761
(TRAINING) task: 6, epoch: 29/30, loss: 1.8454, acc: 0.8779
(TRAINING) task: 6, epoch: 29/30, loss: 1.8450, acc: 0.8794
(TRAINING) task: 6, epoch: 29/30, loss: 1.8441, acc: 0.8794
(TRAINING) task: 6, epoch: 29/30, loss: 1.8436, acc: 0.8787
(TRAINING) task: 6, epoch: 29/30, loss: 1.8440, acc: 0.8773
(TRAINING) task: 6, epoch: 29/30, loss: 1.8435, acc: 0.8783
(TESTING) task: 6, epoch: 29/30, loss: 1.8710, acc: 0.9375
(TESTING) task: 6, epoch: 29/30, loss: 1.8577, acc: 0.8438
(TESTING) task: 6, epoch: 29/30, loss: 1.8459, acc: 0.8750
(TESTING) task: 6, epoch: 29/30, loss: 1.8780, acc: 0.8438
(TESTING) task: 6, epoch: 29/30, loss: 1.8758, acc: 0.8375
(TESTING) task: 6, epoch: 29/30, loss: 1.8728, acc: 0.8229
(TESTING) task: 6, epoch: 29/30, loss: 1.8715, acc: 0.8393
(TESTING) task: 6, epoch: 29/30, loss: 1.8722, acc: 0.8359
(TESTING) task: 6, epoch: 29/30, loss: 1.8760, acc: 0.8194
(TESTING) task: 6, epoch: 29/30, loss: 1.8701, acc: 0.8250
(TESTING) task: 6, epoch: 29/30, loss: 1.8632, acc: 0.8352
(TESTING) task: 6, epoch: 29/30, loss: 1.8562, acc: 0.8490
(TESTING) task: 6, epoch: 29/30, loss: 1.8501, acc: 0.8558
(TESTING) task: 6, epoch: 29/30, loss: 1.8504, acc: 0.8571
(TESTING) task: 6, epoch: 29/30, loss: 1.8453, acc: 0.8625
(TESTING) task: 6, epoch: 29/30, loss: 1.8459, acc: 0.8594
(TESTING) task: 6, epoch: 29/30, loss: 1.8495, acc: 0.8529
(TESTING) task: 6, epoch: 29/30, loss: 1.8505, acc: 0.8576
(TESTING) task: 6, epoch: 29/30, loss: 1.8426, acc: 0.8651
(TESTING) task: 6, epoch: 29/30, loss: 1.8425, acc: 0.8656
(TESTING) task: 6, epoch: 29/30, loss: 1.8447, acc: 0.8690
(TESTING) task: 6, epoch: 29/30, loss: 1.8432, acc: 0.8750
(TESTING) task: 6, epoch: 29/30, loss: 1.8409, acc: 0.8804
(TESTING) task: 6, epoch: 29/30, loss: 1.8371, acc: 0.8828
(TESTING) task: 6, epoch: 29/30, loss: 1.8407, acc: 0.8825
(TESTING) task: 6, epoch: 29/30, loss: 1.8424, acc: 0.8846
(TESTING) task: 6, epoch: 29/30, loss: 1.8414, acc: 0.8843
(TESTING) task: 6, epoch: 29/30, loss: 1.8441, acc: 0.8772
(TESTING) task: 6, epoch: 29/30, loss: 1.8480, acc: 0.8664
(TESTING) task: 6, epoch: 29/30, loss: 1.8486, acc: 0.8646
(TESTING) task: 6, epoch: 29/30, loss: 1.8489, acc: 0.8649
(TESTING) task: 6, epoch: 29/30, loss: 1.8506, acc: 0.8633
(TESTING) task: 6, epoch: 29/30, loss: 1.8510, acc: 0.8617
(TESTING) task: 6, epoch: 29/30, loss: 1.8500, acc: 0.8640
(TESTING) task: 6, epoch: 29/30, loss: 1.8482, acc: 0.8661
(TESTING) task: 6, epoch: 29/30, loss: 1.8503, acc: 0.8646
(TESTING) task: 6, epoch: 29/30, loss: 1.8510, acc: 0.8632
(TESTING) task: 6, epoch: 29/30, loss: 1.8507, acc: 0.8635
(TESTING) task: 6, epoch: 29/30, loss: 1.8491, acc: 0.8638
(TESTING) task: 6, epoch: 29/30, loss: 1.8480, acc: 0.8641
(TESTING) task: 6, epoch: 29/30, loss: 1.8475, acc: 0.8659
(TESTING) task: 6, epoch: 29/30, loss: 1.8445, acc: 0.8661
(TESTING) task: 6, epoch: 29/30, loss: 1.8465, acc: 0.8619
(TESTING) task: 6, epoch: 29/30, loss: 1.8486, acc: 0.8622
(TESTING) task: 6, epoch: 29/30, loss: 1.8491, acc: 0.8597
(TESTING) task: 6, epoch: 29/30, loss: 1.8501, acc: 0.8573
(TESTING) task: 6, epoch: 29/30, loss: 1.8507, acc: 0.8564
(TESTING) task: 6, epoch: 29/30, loss: 1.8513, acc: 0.8555
(TESTING) task: 6, epoch: 29/30, loss: 1.8504, acc: 0.8571
(TESTING) task: 6, epoch: 29/30, loss: 1.8484, acc: 0.8588
(TESTING) task: 6, epoch: 29/30, loss: 1.8477, acc: 0.8603
(TESTING) task: 6, epoch: 29/30, loss: 1.8474, acc: 0.8594
(TESTING) task: 6, epoch: 29/30, loss: 1.8493, acc: 0.8573
(TESTING) task: 6, epoch: 29/30, loss: 1.8472, acc: 0.8600
(TESTING) task: 6, epoch: 29/30, loss: 1.8473, acc: 0.8614
(TESTING) task: 6, epoch: 29/30, loss: 1.8485, acc: 0.8583
(TESTING) task: 6, epoch: 29/30, loss: 1.8498, acc: 0.8586
(TESTING) task: 6, epoch: 29/30, loss: 1.8521, acc: 0.8534
(TESTING) task: 6, epoch: 29/30, loss: 1.8524, acc: 0.8538
(TESTING) task: 6, epoch: 29/30, loss: 1.8525, acc: 0.8531
(TESTING) task: 6, epoch: 29/30, loss: 1.8522, acc: 0.8535
(TESTING) task: 6, epoch: 29/30, loss: 1.8528, acc: 0.8528
(TESTING) task: 6, epoch: 29/30, loss: 1.8553, acc: 0.8492
#params=56074
(TRAINING) task: 7, epoch: 0/30, loss: 2.2992, acc: 0.0898
(TRAINING) task: 7, epoch: 0/30, loss: 2.3000, acc: 0.0918
(TRAINING) task: 7, epoch: 0/30, loss: 2.2996, acc: 0.1042
(TRAINING) task: 7, epoch: 0/30, loss: 2.2998, acc: 0.1045
(TRAINING) task: 7, epoch: 0/30, loss: 2.2996, acc: 0.1094
(TRAINING) task: 7, epoch: 0/30, loss: 2.2994, acc: 0.1178
(TRAINING) task: 7, epoch: 0/30, loss: 2.2996, acc: 0.1133
(TRAINING) task: 7, epoch: 0/30, loss: 2.2995, acc: 0.1133
(TRAINING) task: 7, epoch: 0/30, loss: 2.2996, acc: 0.1155
(TRAINING) task: 7, epoch: 0/30, loss: 2.2994, acc: 0.1176
(TRAINING) task: 7, epoch: 0/30, loss: 2.2994, acc: 0.1172
(TRAINING) task: 7, epoch: 0/30, loss: 2.2992, acc: 0.1156
(TRAINING) task: 7, epoch: 0/30, loss: 2.2990, acc: 0.1169
(TRAINING) task: 7, epoch: 0/30, loss: 2.2989, acc: 0.1169
(TRAINING) task: 7, epoch: 0/30, loss: 2.2988, acc: 0.1182
(TRAINING) task: 7, epoch: 0/30, loss: 2.2985, acc: 0.1235
(TRAINING) task: 7, epoch: 0/30, loss: 2.2984, acc: 0.1243
(TRAINING) task: 7, epoch: 0/30, loss: 2.2982, acc: 0.1259
(TRAINING) task: 7, epoch: 0/30, loss: 2.2981, acc: 0.1262
(TRAINING) task: 7, epoch: 0/30, loss: 2.2979, acc: 0.1276
(TESTING) task: 7, epoch: 0/30, loss: 2.3022, acc: 0.0625
(TESTING) task: 7, epoch: 0/30, loss: 2.3037, acc: 0.0312
(TESTING) task: 7, epoch: 0/30, loss: 2.2997, acc: 0.0833
(TESTING) task: 7, epoch: 0/30, loss: 2.2984, acc: 0.0938
(TESTING) task: 7, epoch: 0/30, loss: 2.2973, acc: 0.1000
(TESTING) task: 7, epoch: 0/30, loss: 2.2984, acc: 0.0833
(TESTING) task: 7, epoch: 0/30, loss: 2.2966, acc: 0.0982
(TESTING) task: 7, epoch: 0/30, loss: 2.2963, acc: 0.1016
(TESTING) task: 7, epoch: 0/30, loss: 2.2960, acc: 0.1042
(TESTING) task: 7, epoch: 0/30, loss: 2.2970, acc: 0.0938
(TESTING) task: 7, epoch: 0/30, loss: 2.2975, acc: 0.0966
(TESTING) task: 7, epoch: 0/30, loss: 2.2967, acc: 0.1146
(TESTING) task: 7, epoch: 0/30, loss: 2.2977, acc: 0.1106
(TESTING) task: 7, epoch: 0/30, loss: 2.2976, acc: 0.1071
(TESTING) task: 7, epoch: 0/30, loss: 2.2972, acc: 0.1167
(TESTING) task: 7, epoch: 0/30, loss: 2.2968, acc: 0.1250
(TESTING) task: 7, epoch: 0/30, loss: 2.2967, acc: 0.1250
(TESTING) task: 7, epoch: 0/30, loss: 2.2964, acc: 0.1285
(TESTING) task: 7, epoch: 0/30, loss: 2.2964, acc: 0.1382
(TESTING) task: 7, epoch: 0/30, loss: 2.2962, acc: 0.1437
(TESTING) task: 7, epoch: 0/30, loss: 2.2963, acc: 0.1429
(TESTING) task: 7, epoch: 0/30, loss: 2.2962, acc: 0.1449
(TESTING) task: 7, epoch: 0/30, loss: 2.2967, acc: 0.1413
(TESTING) task: 7, epoch: 0/30, loss: 2.2967, acc: 0.1484
(TESTING) task: 7, epoch: 0/30, loss: 2.2963, acc: 0.1500
(TESTING) task: 7, epoch: 0/30, loss: 2.2956, acc: 0.1562
(TESTING) task: 7, epoch: 0/30, loss: 2.2959, acc: 0.1505
(TESTING) task: 7, epoch: 0/30, loss: 2.2958, acc: 0.1518
(TESTING) task: 7, epoch: 0/30, loss: 2.2956, acc: 0.1552
(TESTING) task: 7, epoch: 0/30, loss: 2.2958, acc: 0.1562
(TESTING) task: 7, epoch: 0/30, loss: 2.2960, acc: 0.1552
(TESTING) task: 7, epoch: 0/30, loss: 2.2960, acc: 0.1543
(TESTING) task: 7, epoch: 0/30, loss: 2.2960, acc: 0.1515
(TESTING) task: 7, epoch: 0/30, loss: 2.2959, acc: 0.1544
(TESTING) task: 7, epoch: 0/30, loss: 2.2958, acc: 0.1554
(TESTING) task: 7, epoch: 0/30, loss: 2.2960, acc: 0.1528
(TESTING) task: 7, epoch: 0/30, loss: 2.2958, acc: 0.1537
(TESTING) task: 7, epoch: 0/30, loss: 2.2957, acc: 0.1546
(TESTING) task: 7, epoch: 0/30, loss: 2.2958, acc: 0.1538
(TESTING) task: 7, epoch: 0/30, loss: 2.2957, acc: 0.1547
(TESTING) task: 7, epoch: 0/30, loss: 2.2957, acc: 0.1540
(TESTING) task: 7, epoch: 0/30, loss: 2.2958, acc: 0.1607
(TESTING) task: 7, epoch: 0/30, loss: 2.2956, acc: 0.1642
(TESTING) task: 7, epoch: 0/30, loss: 2.2955, acc: 0.1648
(TESTING) task: 7, epoch: 0/30, loss: 2.2957, acc: 0.1639
(TESTING) task: 7, epoch: 0/30, loss: 2.2956, acc: 0.1644
(TESTING) task: 7, epoch: 0/30, loss: 2.2956, acc: 0.1676
(TESTING) task: 7, epoch: 0/30, loss: 2.2955, acc: 0.1706
(TESTING) task: 7, epoch: 0/30, loss: 2.2953, acc: 0.1747
(TESTING) task: 7, epoch: 0/30, loss: 2.2952, acc: 0.1750
(TESTING) task: 7, epoch: 0/30, loss: 2.2953, acc: 0.1716
(TESTING) task: 7, epoch: 0/30, loss: 2.2954, acc: 0.1695
(TESTING) task: 7, epoch: 0/30, loss: 2.2954, acc: 0.1698
(TESTING) task: 7, epoch: 0/30, loss: 2.2953, acc: 0.1690
(TESTING) task: 7, epoch: 0/30, loss: 2.2953, acc: 0.1705
(TESTING) task: 7, epoch: 0/30, loss: 2.2953, acc: 0.1685
(TESTING) task: 7, epoch: 0/30, loss: 2.2954, acc: 0.1678
(TESTING) task: 7, epoch: 0/30, loss: 2.2957, acc: 0.1659
(TESTING) task: 7, epoch: 0/30, loss: 2.2957, acc: 0.1653
(TESTING) task: 7, epoch: 0/30, loss: 2.2957, acc: 0.1646
(TESTING) task: 7, epoch: 0/30, loss: 2.2955, acc: 0.1670
(TESTING) task: 7, epoch: 0/30, loss: 2.2954, acc: 0.1663
(TESTING) task: 7, epoch: 0/30, loss: 2.2954, acc: 0.1657
(TRAINING) task: 7, epoch: 1/30, loss: 2.2945, acc: 0.1875
(TRAINING) task: 7, epoch: 1/30, loss: 2.2943, acc: 0.1816
(TRAINING) task: 7, epoch: 1/30, loss: 2.2946, acc: 0.1732
(TRAINING) task: 7, epoch: 1/30, loss: 2.2949, acc: 0.1729
(TRAINING) task: 7, epoch: 1/30, loss: 2.2947, acc: 0.1750
(TRAINING) task: 7, epoch: 1/30, loss: 2.2943, acc: 0.1842
(TRAINING) task: 7, epoch: 1/30, loss: 2.2941, acc: 0.1903
(TRAINING) task: 7, epoch: 1/30, loss: 2.2943, acc: 0.1860
(TRAINING) task: 7, epoch: 1/30, loss: 2.2941, acc: 0.1840
(TRAINING) task: 7, epoch: 1/30, loss: 2.2939, acc: 0.1875
(TRAINING) task: 7, epoch: 1/30, loss: 2.2936, acc: 0.1900
(TRAINING) task: 7, epoch: 1/30, loss: 2.2934, acc: 0.1927
(TRAINING) task: 7, epoch: 1/30, loss: 2.2931, acc: 0.1962
(TRAINING) task: 7, epoch: 1/30, loss: 2.2928, acc: 0.2006
(TRAINING) task: 7, epoch: 1/30, loss: 2.2924, acc: 0.2052
(TRAINING) task: 7, epoch: 1/30, loss: 2.2921, acc: 0.2073
(TRAINING) task: 7, epoch: 1/30, loss: 2.2918, acc: 0.2066
(TRAINING) task: 7, epoch: 1/30, loss: 2.2916, acc: 0.2096
(TRAINING) task: 7, epoch: 1/30, loss: 2.2915, acc: 0.2118
(TRAINING) task: 7, epoch: 1/30, loss: 2.2910, acc: 0.2162
(TESTING) task: 7, epoch: 1/30, loss: 2.2915, acc: 0.3125
(TESTING) task: 7, epoch: 1/30, loss: 2.2872, acc: 0.3125
(TESTING) task: 7, epoch: 1/30, loss: 2.2871, acc: 0.2917
(TESTING) task: 7, epoch: 1/30, loss: 2.2877, acc: 0.2500
(TESTING) task: 7, epoch: 1/30, loss: 2.2861, acc: 0.2875
(TESTING) task: 7, epoch: 1/30, loss: 2.2887, acc: 0.2500
(TESTING) task: 7, epoch: 1/30, loss: 2.2875, acc: 0.2589
(TESTING) task: 7, epoch: 1/30, loss: 2.2881, acc: 0.2578
(TESTING) task: 7, epoch: 1/30, loss: 2.2888, acc: 0.2639
(TESTING) task: 7, epoch: 1/30, loss: 2.2872, acc: 0.2875
(TESTING) task: 7, epoch: 1/30, loss: 2.2878, acc: 0.2898
(TESTING) task: 7, epoch: 1/30, loss: 2.2876, acc: 0.2760
(TESTING) task: 7, epoch: 1/30, loss: 2.2881, acc: 0.2644
(TESTING) task: 7, epoch: 1/30, loss: 2.2888, acc: 0.2500
(TESTING) task: 7, epoch: 1/30, loss: 2.2886, acc: 0.2500
(TESTING) task: 7, epoch: 1/30, loss: 2.2887, acc: 0.2539
(TESTING) task: 7, epoch: 1/30, loss: 2.2883, acc: 0.2574
(TESTING) task: 7, epoch: 1/30, loss: 2.2878, acc: 0.2604
(TESTING) task: 7, epoch: 1/30, loss: 2.2882, acc: 0.2566
(TESTING) task: 7, epoch: 1/30, loss: 2.2880, acc: 0.2594
(TESTING) task: 7, epoch: 1/30, loss: 2.2876, acc: 0.2619
(TESTING) task: 7, epoch: 1/30, loss: 2.2881, acc: 0.2557
(TESTING) task: 7, epoch: 1/30, loss: 2.2881, acc: 0.2609
(TESTING) task: 7, epoch: 1/30, loss: 2.2883, acc: 0.2552
(TESTING) task: 7, epoch: 1/30, loss: 2.2879, acc: 0.2625
(TESTING) task: 7, epoch: 1/30, loss: 2.2878, acc: 0.2644
(TESTING) task: 7, epoch: 1/30, loss: 2.2878, acc: 0.2639
(TESTING) task: 7, epoch: 1/30, loss: 2.2879, acc: 0.2612
(TESTING) task: 7, epoch: 1/30, loss: 2.2882, acc: 0.2586
(TESTING) task: 7, epoch: 1/30, loss: 2.2880, acc: 0.2583
(TESTING) task: 7, epoch: 1/30, loss: 2.2877, acc: 0.2661
(TESTING) task: 7, epoch: 1/30, loss: 2.2878, acc: 0.2656
(TESTING) task: 7, epoch: 1/30, loss: 2.2876, acc: 0.2746
(TESTING) task: 7, epoch: 1/30, loss: 2.2877, acc: 0.2702
(TESTING) task: 7, epoch: 1/30, loss: 2.2878, acc: 0.2714
(TESTING) task: 7, epoch: 1/30, loss: 2.2879, acc: 0.2726
(TESTING) task: 7, epoch: 1/30, loss: 2.2877, acc: 0.2686
(TESTING) task: 7, epoch: 1/30, loss: 2.2879, acc: 0.2664
(TESTING) task: 7, epoch: 1/30, loss: 2.2880, acc: 0.2644
(TESTING) task: 7, epoch: 1/30, loss: 2.2881, acc: 0.2672
(TESTING) task: 7, epoch: 1/30, loss: 2.2880, acc: 0.2668
(TESTING) task: 7, epoch: 1/30, loss: 2.2879, acc: 0.2679
(TESTING) task: 7, epoch: 1/30, loss: 2.2880, acc: 0.2674
(TESTING) task: 7, epoch: 1/30, loss: 2.2880, acc: 0.2670
(TESTING) task: 7, epoch: 1/30, loss: 2.2879, acc: 0.2667
(TESTING) task: 7, epoch: 1/30, loss: 2.2881, acc: 0.2677
(TESTING) task: 7, epoch: 1/30, loss: 2.2882, acc: 0.2660
(TESTING) task: 7, epoch: 1/30, loss: 2.2880, acc: 0.2656
(TESTING) task: 7, epoch: 1/30, loss: 2.2882, acc: 0.2666
(TESTING) task: 7, epoch: 1/30, loss: 2.2882, acc: 0.2662
(TESTING) task: 7, epoch: 1/30, loss: 2.2881, acc: 0.2684
(TESTING) task: 7, epoch: 1/30, loss: 2.2882, acc: 0.2692
(TESTING) task: 7, epoch: 1/30, loss: 2.2882, acc: 0.2677
(TESTING) task: 7, epoch: 1/30, loss: 2.2882, acc: 0.2662
(TESTING) task: 7, epoch: 1/30, loss: 2.2883, acc: 0.2648
(TESTING) task: 7, epoch: 1/30, loss: 2.2882, acc: 0.2656
(TESTING) task: 7, epoch: 1/30, loss: 2.2881, acc: 0.2654
(TESTING) task: 7, epoch: 1/30, loss: 2.2882, acc: 0.2672
(TESTING) task: 7, epoch: 1/30, loss: 2.2882, acc: 0.2680
(TESTING) task: 7, epoch: 1/30, loss: 2.2880, acc: 0.2708
(TESTING) task: 7, epoch: 1/30, loss: 2.2880, acc: 0.2715
(TESTING) task: 7, epoch: 1/30, loss: 2.2879, acc: 0.2732
(TESTING) task: 7, epoch: 1/30, loss: 2.2879, acc: 0.2708
(TRAINING) task: 7, epoch: 2/30, loss: 2.2866, acc: 0.2539
(TRAINING) task: 7, epoch: 2/30, loss: 2.2877, acc: 0.2520
(TRAINING) task: 7, epoch: 2/30, loss: 2.2870, acc: 0.2578
(TRAINING) task: 7, epoch: 2/30, loss: 2.2861, acc: 0.2725
(TRAINING) task: 7, epoch: 2/30, loss: 2.2857, acc: 0.2875
(TRAINING) task: 7, epoch: 2/30, loss: 2.2857, acc: 0.2910
(TRAINING) task: 7, epoch: 2/30, loss: 2.2856, acc: 0.2879
(TRAINING) task: 7, epoch: 2/30, loss: 2.2853, acc: 0.2871
(TRAINING) task: 7, epoch: 2/30, loss: 2.2853, acc: 0.2873
(TRAINING) task: 7, epoch: 2/30, loss: 2.2850, acc: 0.2930
(TRAINING) task: 7, epoch: 2/30, loss: 2.2848, acc: 0.2955
(TRAINING) task: 7, epoch: 2/30, loss: 2.2847, acc: 0.2998
(TRAINING) task: 7, epoch: 2/30, loss: 2.2846, acc: 0.2978
(TRAINING) task: 7, epoch: 2/30, loss: 2.2843, acc: 0.3016
(TRAINING) task: 7, epoch: 2/30, loss: 2.2839, acc: 0.3063
(TRAINING) task: 7, epoch: 2/30, loss: 2.2837, acc: 0.3113
(TRAINING) task: 7, epoch: 2/30, loss: 2.2833, acc: 0.3148
(TRAINING) task: 7, epoch: 2/30, loss: 2.2831, acc: 0.3173
(TRAINING) task: 7, epoch: 2/30, loss: 2.2827, acc: 0.3232
(TRAINING) task: 7, epoch: 2/30, loss: 2.2825, acc: 0.3258
(TESTING) task: 7, epoch: 2/30, loss: 2.2792, acc: 0.4375
(TESTING) task: 7, epoch: 2/30, loss: 2.2792, acc: 0.3750
(TESTING) task: 7, epoch: 2/30, loss: 2.2776, acc: 0.3958
(TESTING) task: 7, epoch: 2/30, loss: 2.2767, acc: 0.4219
(TESTING) task: 7, epoch: 2/30, loss: 2.2750, acc: 0.4625
(TESTING) task: 7, epoch: 2/30, loss: 2.2747, acc: 0.4479
(TESTING) task: 7, epoch: 2/30, loss: 2.2743, acc: 0.4554
(TESTING) task: 7, epoch: 2/30, loss: 2.2730, acc: 0.4609
(TESTING) task: 7, epoch: 2/30, loss: 2.2750, acc: 0.4306
(TESTING) task: 7, epoch: 2/30, loss: 2.2755, acc: 0.4375
(TESTING) task: 7, epoch: 2/30, loss: 2.2760, acc: 0.4318
(TESTING) task: 7, epoch: 2/30, loss: 2.2773, acc: 0.4115
(TESTING) task: 7, epoch: 2/30, loss: 2.2789, acc: 0.3942
(TESTING) task: 7, epoch: 2/30, loss: 2.2782, acc: 0.3973
(TESTING) task: 7, epoch: 2/30, loss: 2.2779, acc: 0.4083
(TESTING) task: 7, epoch: 2/30, loss: 2.2776, acc: 0.4102
(TESTING) task: 7, epoch: 2/30, loss: 2.2770, acc: 0.4154
(TESTING) task: 7, epoch: 2/30, loss: 2.2769, acc: 0.4132
(TESTING) task: 7, epoch: 2/30, loss: 2.2772, acc: 0.4112
(TESTING) task: 7, epoch: 2/30, loss: 2.2777, acc: 0.4156
(TESTING) task: 7, epoch: 2/30, loss: 2.2779, acc: 0.4107
(TESTING) task: 7, epoch: 2/30, loss: 2.2782, acc: 0.4062
(TESTING) task: 7, epoch: 2/30, loss: 2.2778, acc: 0.4130
(TESTING) task: 7, epoch: 2/30, loss: 2.2772, acc: 0.4167
(TESTING) task: 7, epoch: 2/30, loss: 2.2773, acc: 0.4150
(TESTING) task: 7, epoch: 2/30, loss: 2.2774, acc: 0.4087
(TESTING) task: 7, epoch: 2/30, loss: 2.2770, acc: 0.4120
(TESTING) task: 7, epoch: 2/30, loss: 2.2774, acc: 0.4085
(TESTING) task: 7, epoch: 2/30, loss: 2.2781, acc: 0.4030
(TESTING) task: 7, epoch: 2/30, loss: 2.2779, acc: 0.4042
(TESTING) task: 7, epoch: 2/30, loss: 2.2777, acc: 0.4052
(TESTING) task: 7, epoch: 2/30, loss: 2.2781, acc: 0.4004
(TESTING) task: 7, epoch: 2/30, loss: 2.2782, acc: 0.3977
(TESTING) task: 7, epoch: 2/30, loss: 2.2779, acc: 0.4026
(TESTING) task: 7, epoch: 2/30, loss: 2.2777, acc: 0.4054
(TESTING) task: 7, epoch: 2/30, loss: 2.2778, acc: 0.4080
(TESTING) task: 7, epoch: 2/30, loss: 2.2782, acc: 0.4020
(TESTING) task: 7, epoch: 2/30, loss: 2.2781, acc: 0.4013
(TESTING) task: 7, epoch: 2/30, loss: 2.2780, acc: 0.3990
(TESTING) task: 7, epoch: 2/30, loss: 2.2780, acc: 0.3953
(TESTING) task: 7, epoch: 2/30, loss: 2.2778, acc: 0.3979
(TESTING) task: 7, epoch: 2/30, loss: 2.2778, acc: 0.3943
(TESTING) task: 7, epoch: 2/30, loss: 2.2778, acc: 0.3953
(TESTING) task: 7, epoch: 2/30, loss: 2.2776, acc: 0.3977
(TESTING) task: 7, epoch: 2/30, loss: 2.2777, acc: 0.3986
(TESTING) task: 7, epoch: 2/30, loss: 2.2778, acc: 0.3967
(TESTING) task: 7, epoch: 2/30, loss: 2.2779, acc: 0.3949
(TESTING) task: 7, epoch: 2/30, loss: 2.2781, acc: 0.3919
(TESTING) task: 7, epoch: 2/30, loss: 2.2783, acc: 0.3903
(TESTING) task: 7, epoch: 2/30, loss: 2.2781, acc: 0.3925
(TESTING) task: 7, epoch: 2/30, loss: 2.2782, acc: 0.3909
(TESTING) task: 7, epoch: 2/30, loss: 2.2782, acc: 0.3918
(TESTING) task: 7, epoch: 2/30, loss: 2.2782, acc: 0.3915
(TESTING) task: 7, epoch: 2/30, loss: 2.2781, acc: 0.3947
(TESTING) task: 7, epoch: 2/30, loss: 2.2781, acc: 0.3932
(TESTING) task: 7, epoch: 2/30, loss: 2.2782, acc: 0.3929
(TESTING) task: 7, epoch: 2/30, loss: 2.2782, acc: 0.3947
(TESTING) task: 7, epoch: 2/30, loss: 2.2783, acc: 0.3912
(TESTING) task: 7, epoch: 2/30, loss: 2.2785, acc: 0.3856
(TESTING) task: 7, epoch: 2/30, loss: 2.2787, acc: 0.3833
(TESTING) task: 7, epoch: 2/30, loss: 2.2787, acc: 0.3852
(TESTING) task: 7, epoch: 2/30, loss: 2.2787, acc: 0.3871
(TESTING) task: 7, epoch: 2/30, loss: 2.2788, acc: 0.3849
(TRAINING) task: 7, epoch: 3/30, loss: 2.2773, acc: 0.4453
(TRAINING) task: 7, epoch: 3/30, loss: 2.2780, acc: 0.4180
(TRAINING) task: 7, epoch: 3/30, loss: 2.2777, acc: 0.4167
(TRAINING) task: 7, epoch: 3/30, loss: 2.2770, acc: 0.4199
(TRAINING) task: 7, epoch: 3/30, loss: 2.2758, acc: 0.4352
(TRAINING) task: 7, epoch: 3/30, loss: 2.2758, acc: 0.4355
(TRAINING) task: 7, epoch: 3/30, loss: 2.2757, acc: 0.4325
(TRAINING) task: 7, epoch: 3/30, loss: 2.2753, acc: 0.4370
(TRAINING) task: 7, epoch: 3/30, loss: 2.2748, acc: 0.4401
(TRAINING) task: 7, epoch: 3/30, loss: 2.2749, acc: 0.4398
(TRAINING) task: 7, epoch: 3/30, loss: 2.2745, acc: 0.4414
(TRAINING) task: 7, epoch: 3/30, loss: 2.2743, acc: 0.4463
(TRAINING) task: 7, epoch: 3/30, loss: 2.2742, acc: 0.4477
(TRAINING) task: 7, epoch: 3/30, loss: 2.2739, acc: 0.4531
(TRAINING) task: 7, epoch: 3/30, loss: 2.2737, acc: 0.4536
(TRAINING) task: 7, epoch: 3/30, loss: 2.2732, acc: 0.4580
(TRAINING) task: 7, epoch: 3/30, loss: 2.2728, acc: 0.4623
(TRAINING) task: 7, epoch: 3/30, loss: 2.2724, acc: 0.4664
(TRAINING) task: 7, epoch: 3/30, loss: 2.2719, acc: 0.4727
(TRAINING) task: 7, epoch: 3/30, loss: 2.2717, acc: 0.4766
(TESTING) task: 7, epoch: 3/30, loss: 2.2775, acc: 0.3750
(TESTING) task: 7, epoch: 3/30, loss: 2.2733, acc: 0.4375
(TESTING) task: 7, epoch: 3/30, loss: 2.2667, acc: 0.5208
(TESTING) task: 7, epoch: 3/30, loss: 2.2634, acc: 0.5469
(TESTING) task: 7, epoch: 3/30, loss: 2.2664, acc: 0.5375
(TESTING) task: 7, epoch: 3/30, loss: 2.2664, acc: 0.5208
(TESTING) task: 7, epoch: 3/30, loss: 2.2655, acc: 0.5446
(TESTING) task: 7, epoch: 3/30, loss: 2.2635, acc: 0.5625
(TESTING) task: 7, epoch: 3/30, loss: 2.2645, acc: 0.5556
(TESTING) task: 7, epoch: 3/30, loss: 2.2656, acc: 0.5437
(TESTING) task: 7, epoch: 3/30, loss: 2.2660, acc: 0.5511
(TESTING) task: 7, epoch: 3/30, loss: 2.2656, acc: 0.5573
(TESTING) task: 7, epoch: 3/30, loss: 2.2645, acc: 0.5769
(TESTING) task: 7, epoch: 3/30, loss: 2.2649, acc: 0.5670
(TESTING) task: 7, epoch: 3/30, loss: 2.2654, acc: 0.5542
(TESTING) task: 7, epoch: 3/30, loss: 2.2646, acc: 0.5625
(TESTING) task: 7, epoch: 3/30, loss: 2.2649, acc: 0.5625
(TESTING) task: 7, epoch: 3/30, loss: 2.2653, acc: 0.5556
(TESTING) task: 7, epoch: 3/30, loss: 2.2657, acc: 0.5526
(TESTING) task: 7, epoch: 3/30, loss: 2.2661, acc: 0.5500
(TESTING) task: 7, epoch: 3/30, loss: 2.2662, acc: 0.5417
(TESTING) task: 7, epoch: 3/30, loss: 2.2664, acc: 0.5398
(TESTING) task: 7, epoch: 3/30, loss: 2.2663, acc: 0.5408
(TESTING) task: 7, epoch: 3/30, loss: 2.2663, acc: 0.5391
(TESTING) task: 7, epoch: 3/30, loss: 2.2661, acc: 0.5475
(TESTING) task: 7, epoch: 3/30, loss: 2.2665, acc: 0.5409
(TESTING) task: 7, epoch: 3/30, loss: 2.2664, acc: 0.5417
(TESTING) task: 7, epoch: 3/30, loss: 2.2656, acc: 0.5491
(TESTING) task: 7, epoch: 3/30, loss: 2.2656, acc: 0.5517
(TESTING) task: 7, epoch: 3/30, loss: 2.2658, acc: 0.5458
(TESTING) task: 7, epoch: 3/30, loss: 2.2657, acc: 0.5423
(TESTING) task: 7, epoch: 3/30, loss: 2.2660, acc: 0.5430
(TESTING) task: 7, epoch: 3/30, loss: 2.2659, acc: 0.5455
(TESTING) task: 7, epoch: 3/30, loss: 2.2663, acc: 0.5404
(TESTING) task: 7, epoch: 3/30, loss: 2.2661, acc: 0.5429
(TESTING) task: 7, epoch: 3/30, loss: 2.2660, acc: 0.5434
(TESTING) task: 7, epoch: 3/30, loss: 2.2661, acc: 0.5405
(TESTING) task: 7, epoch: 3/30, loss: 2.2666, acc: 0.5345
(TESTING) task: 7, epoch: 3/30, loss: 2.2665, acc: 0.5321
(TESTING) task: 7, epoch: 3/30, loss: 2.2666, acc: 0.5281
(TESTING) task: 7, epoch: 3/30, loss: 2.2669, acc: 0.5229
(TESTING) task: 7, epoch: 3/30, loss: 2.2669, acc: 0.5223
(TESTING) task: 7, epoch: 3/30, loss: 2.2673, acc: 0.5189
(TESTING) task: 7, epoch: 3/30, loss: 2.2674, acc: 0.5170
(TESTING) task: 7, epoch: 3/30, loss: 2.2674, acc: 0.5139
(TESTING) task: 7, epoch: 3/30, loss: 2.2675, acc: 0.5109
(TESTING) task: 7, epoch: 3/30, loss: 2.2673, acc: 0.5146
(TESTING) task: 7, epoch: 3/30, loss: 2.2672, acc: 0.5169
(TESTING) task: 7, epoch: 3/30, loss: 2.2672, acc: 0.5140
(TESTING) task: 7, epoch: 3/30, loss: 2.2670, acc: 0.5175
(TESTING) task: 7, epoch: 3/30, loss: 2.2670, acc: 0.5184
(TESTING) task: 7, epoch: 3/30, loss: 2.2669, acc: 0.5180
(TESTING) task: 7, epoch: 3/30, loss: 2.2668, acc: 0.5212
(TESTING) task: 7, epoch: 3/30, loss: 2.2669, acc: 0.5208
(TESTING) task: 7, epoch: 3/30, loss: 2.2669, acc: 0.5193
(TESTING) task: 7, epoch: 3/30, loss: 2.2668, acc: 0.5212
(TESTING) task: 7, epoch: 3/30, loss: 2.2667, acc: 0.5252
(TESTING) task: 7, epoch: 3/30, loss: 2.2670, acc: 0.5237
(TESTING) task: 7, epoch: 3/30, loss: 2.2669, acc: 0.5265
(TESTING) task: 7, epoch: 3/30, loss: 2.2669, acc: 0.5260
(TESTING) task: 7, epoch: 3/30, loss: 2.2668, acc: 0.5266
(TESTING) task: 7, epoch: 3/30, loss: 2.2667, acc: 0.5262
(TESTING) task: 7, epoch: 3/30, loss: 2.2667, acc: 0.5317
(TRAINING) task: 7, epoch: 4/30, loss: 2.2660, acc: 0.5391
(TRAINING) task: 7, epoch: 4/30, loss: 2.2646, acc: 0.5547
(TRAINING) task: 7, epoch: 4/30, loss: 2.2641, acc: 0.5755
(TRAINING) task: 7, epoch: 4/30, loss: 2.2641, acc: 0.5830
(TRAINING) task: 7, epoch: 4/30, loss: 2.2633, acc: 0.5922
(TRAINING) task: 7, epoch: 4/30, loss: 2.2631, acc: 0.5905
(TRAINING) task: 7, epoch: 4/30, loss: 2.2626, acc: 0.5938
(TRAINING) task: 7, epoch: 4/30, loss: 2.2621, acc: 0.5996
(TRAINING) task: 7, epoch: 4/30, loss: 2.2622, acc: 0.5968
(TRAINING) task: 7, epoch: 4/30, loss: 2.2621, acc: 0.5977
(TRAINING) task: 7, epoch: 4/30, loss: 2.2620, acc: 0.5984
(TRAINING) task: 7, epoch: 4/30, loss: 2.2617, acc: 0.5999
(TRAINING) task: 7, epoch: 4/30, loss: 2.2613, acc: 0.6049
(TRAINING) task: 7, epoch: 4/30, loss: 2.2610, acc: 0.6071
(TRAINING) task: 7, epoch: 4/30, loss: 2.2606, acc: 0.6104
(TRAINING) task: 7, epoch: 4/30, loss: 2.2602, acc: 0.6113
(TRAINING) task: 7, epoch: 4/30, loss: 2.2595, acc: 0.6158
(TRAINING) task: 7, epoch: 4/30, loss: 2.2590, acc: 0.6189
(TRAINING) task: 7, epoch: 4/30, loss: 2.2583, acc: 0.6246
(TRAINING) task: 7, epoch: 4/30, loss: 2.2581, acc: 0.6242
(TESTING) task: 7, epoch: 4/30, loss: 2.2575, acc: 0.6250
(TESTING) task: 7, epoch: 4/30, loss: 2.2501, acc: 0.6250
(TESTING) task: 7, epoch: 4/30, loss: 2.2528, acc: 0.6458
(TESTING) task: 7, epoch: 4/30, loss: 2.2485, acc: 0.6562
(TESTING) task: 7, epoch: 4/30, loss: 2.2484, acc: 0.6500
(TESTING) task: 7, epoch: 4/30, loss: 2.2472, acc: 0.6771
(TESTING) task: 7, epoch: 4/30, loss: 2.2477, acc: 0.6875
(TESTING) task: 7, epoch: 4/30, loss: 2.2464, acc: 0.6875
(TESTING) task: 7, epoch: 4/30, loss: 2.2472, acc: 0.6875
(TESTING) task: 7, epoch: 4/30, loss: 2.2490, acc: 0.6687
(TESTING) task: 7, epoch: 4/30, loss: 2.2490, acc: 0.6761
(TESTING) task: 7, epoch: 4/30, loss: 2.2498, acc: 0.6771
(TESTING) task: 7, epoch: 4/30, loss: 2.2480, acc: 0.6923
(TESTING) task: 7, epoch: 4/30, loss: 2.2492, acc: 0.6786
(TESTING) task: 7, epoch: 4/30, loss: 2.2501, acc: 0.6750
(TESTING) task: 7, epoch: 4/30, loss: 2.2508, acc: 0.6602
(TESTING) task: 7, epoch: 4/30, loss: 2.2523, acc: 0.6434
(TESTING) task: 7, epoch: 4/30, loss: 2.2525, acc: 0.6458
(TESTING) task: 7, epoch: 4/30, loss: 2.2530, acc: 0.6447
(TESTING) task: 7, epoch: 4/30, loss: 2.2530, acc: 0.6438
(TESTING) task: 7, epoch: 4/30, loss: 2.2519, acc: 0.6518
(TESTING) task: 7, epoch: 4/30, loss: 2.2518, acc: 0.6591
(TESTING) task: 7, epoch: 4/30, loss: 2.2521, acc: 0.6549
(TESTING) task: 7, epoch: 4/30, loss: 2.2529, acc: 0.6432
(TESTING) task: 7, epoch: 4/30, loss: 2.2527, acc: 0.6500
(TESTING) task: 7, epoch: 4/30, loss: 2.2516, acc: 0.6562
(TESTING) task: 7, epoch: 4/30, loss: 2.2516, acc: 0.6597
(TESTING) task: 7, epoch: 4/30, loss: 2.2523, acc: 0.6518
(TESTING) task: 7, epoch: 4/30, loss: 2.2528, acc: 0.6487
(TESTING) task: 7, epoch: 4/30, loss: 2.2529, acc: 0.6479
(TESTING) task: 7, epoch: 4/30, loss: 2.2535, acc: 0.6452
(TESTING) task: 7, epoch: 4/30, loss: 2.2535, acc: 0.6387
(TESTING) task: 7, epoch: 4/30, loss: 2.2528, acc: 0.6439
(TESTING) task: 7, epoch: 4/30, loss: 2.2527, acc: 0.6452
(TESTING) task: 7, epoch: 4/30, loss: 2.2527, acc: 0.6429
(TESTING) task: 7, epoch: 4/30, loss: 2.2530, acc: 0.6389
(TESTING) task: 7, epoch: 4/30, loss: 2.2530, acc: 0.6368
(TESTING) task: 7, epoch: 4/30, loss: 2.2530, acc: 0.6382
(TESTING) task: 7, epoch: 4/30, loss: 2.2526, acc: 0.6426
(TESTING) task: 7, epoch: 4/30, loss: 2.2524, acc: 0.6422
(TESTING) task: 7, epoch: 4/30, loss: 2.2522, acc: 0.6448
(TESTING) task: 7, epoch: 4/30, loss: 2.2520, acc: 0.6429
(TESTING) task: 7, epoch: 4/30, loss: 2.2522, acc: 0.6395
(TESTING) task: 7, epoch: 4/30, loss: 2.2521, acc: 0.6392
(TESTING) task: 7, epoch: 4/30, loss: 2.2522, acc: 0.6389
(TESTING) task: 7, epoch: 4/30, loss: 2.2521, acc: 0.6427
(TESTING) task: 7, epoch: 4/30, loss: 2.2522, acc: 0.6423
(TESTING) task: 7, epoch: 4/30, loss: 2.2522, acc: 0.6393
(TESTING) task: 7, epoch: 4/30, loss: 2.2524, acc: 0.6378
(TESTING) task: 7, epoch: 4/30, loss: 2.2524, acc: 0.6375
(TESTING) task: 7, epoch: 4/30, loss: 2.2523, acc: 0.6409
(TESTING) task: 7, epoch: 4/30, loss: 2.2520, acc: 0.6442
(TESTING) task: 7, epoch: 4/30, loss: 2.2521, acc: 0.6450
(TESTING) task: 7, epoch: 4/30, loss: 2.2520, acc: 0.6470
(TESTING) task: 7, epoch: 4/30, loss: 2.2521, acc: 0.6466
(TESTING) task: 7, epoch: 4/30, loss: 2.2524, acc: 0.6429
(TESTING) task: 7, epoch: 4/30, loss: 2.2523, acc: 0.6425
(TESTING) task: 7, epoch: 4/30, loss: 2.2522, acc: 0.6422
(TESTING) task: 7, epoch: 4/30, loss: 2.2520, acc: 0.6430
(TESTING) task: 7, epoch: 4/30, loss: 2.2523, acc: 0.6427
(TESTING) task: 7, epoch: 4/30, loss: 2.2521, acc: 0.6445
(TESTING) task: 7, epoch: 4/30, loss: 2.2520, acc: 0.6431
(TESTING) task: 7, epoch: 4/30, loss: 2.2520, acc: 0.6448
(TRAINING) task: 7, epoch: 5/30, loss: 2.2506, acc: 0.6484
(TRAINING) task: 7, epoch: 5/30, loss: 2.2501, acc: 0.6582
(TRAINING) task: 7, epoch: 5/30, loss: 2.2476, acc: 0.6745
(TRAINING) task: 7, epoch: 5/30, loss: 2.2482, acc: 0.6689
(TRAINING) task: 7, epoch: 5/30, loss: 2.2478, acc: 0.6820
(TRAINING) task: 7, epoch: 5/30, loss: 2.2476, acc: 0.6810
(TRAINING) task: 7, epoch: 5/30, loss: 2.2475, acc: 0.6819
(TRAINING) task: 7, epoch: 5/30, loss: 2.2469, acc: 0.6870
(TRAINING) task: 7, epoch: 5/30, loss: 2.2466, acc: 0.6853
(TRAINING) task: 7, epoch: 5/30, loss: 2.2460, acc: 0.6875
(TRAINING) task: 7, epoch: 5/30, loss: 2.2457, acc: 0.6864
(TRAINING) task: 7, epoch: 5/30, loss: 2.2454, acc: 0.6908
(TRAINING) task: 7, epoch: 5/30, loss: 2.2450, acc: 0.6935
(TRAINING) task: 7, epoch: 5/30, loss: 2.2446, acc: 0.6948
(TRAINING) task: 7, epoch: 5/30, loss: 2.2442, acc: 0.6961
(TRAINING) task: 7, epoch: 5/30, loss: 2.2435, acc: 0.7014
(TRAINING) task: 7, epoch: 5/30, loss: 2.2430, acc: 0.7020
(TRAINING) task: 7, epoch: 5/30, loss: 2.2426, acc: 0.7066
(TRAINING) task: 7, epoch: 5/30, loss: 2.2424, acc: 0.7079
(TRAINING) task: 7, epoch: 5/30, loss: 2.2421, acc: 0.7107
(TESTING) task: 7, epoch: 5/30, loss: 2.2378, acc: 0.8125
(TESTING) task: 7, epoch: 5/30, loss: 2.2418, acc: 0.7188
(TESTING) task: 7, epoch: 5/30, loss: 2.2416, acc: 0.6875
(TESTING) task: 7, epoch: 5/30, loss: 2.2402, acc: 0.6875
(TESTING) task: 7, epoch: 5/30, loss: 2.2404, acc: 0.6500
(TESTING) task: 7, epoch: 5/30, loss: 2.2443, acc: 0.6354
(TESTING) task: 7, epoch: 5/30, loss: 2.2397, acc: 0.6518
(TESTING) task: 7, epoch: 5/30, loss: 2.2401, acc: 0.6641
(TESTING) task: 7, epoch: 5/30, loss: 2.2390, acc: 0.6736
(TESTING) task: 7, epoch: 5/30, loss: 2.2395, acc: 0.6687
(TESTING) task: 7, epoch: 5/30, loss: 2.2397, acc: 0.6591
(TESTING) task: 7, epoch: 5/30, loss: 2.2392, acc: 0.6667
(TESTING) task: 7, epoch: 5/30, loss: 2.2381, acc: 0.6827
(TESTING) task: 7, epoch: 5/30, loss: 2.2374, acc: 0.6920
(TESTING) task: 7, epoch: 5/30, loss: 2.2364, acc: 0.7042
(TESTING) task: 7, epoch: 5/30, loss: 2.2361, acc: 0.7148
(TESTING) task: 7, epoch: 5/30, loss: 2.2347, acc: 0.7169
(TESTING) task: 7, epoch: 5/30, loss: 2.2343, acc: 0.7188
(TESTING) task: 7, epoch: 5/30, loss: 2.2355, acc: 0.7105
(TESTING) task: 7, epoch: 5/30, loss: 2.2359, acc: 0.7063
(TESTING) task: 7, epoch: 5/30, loss: 2.2361, acc: 0.7083
(TESTING) task: 7, epoch: 5/30, loss: 2.2361, acc: 0.7045
(TESTING) task: 7, epoch: 5/30, loss: 2.2367, acc: 0.6984
(TESTING) task: 7, epoch: 5/30, loss: 2.2366, acc: 0.6979
(TESTING) task: 7, epoch: 5/30, loss: 2.2370, acc: 0.6950
(TESTING) task: 7, epoch: 5/30, loss: 2.2371, acc: 0.6923
(TESTING) task: 7, epoch: 5/30, loss: 2.2371, acc: 0.6944
(TESTING) task: 7, epoch: 5/30, loss: 2.2372, acc: 0.6987
(TESTING) task: 7, epoch: 5/30, loss: 2.2376, acc: 0.6897
(TESTING) task: 7, epoch: 5/30, loss: 2.2377, acc: 0.6917
(TESTING) task: 7, epoch: 5/30, loss: 2.2375, acc: 0.6895
(TESTING) task: 7, epoch: 5/30, loss: 2.2375, acc: 0.6895
(TESTING) task: 7, epoch: 5/30, loss: 2.2372, acc: 0.6894
(TESTING) task: 7, epoch: 5/30, loss: 2.2373, acc: 0.6875
(TESTING) task: 7, epoch: 5/30, loss: 2.2377, acc: 0.6875
(TESTING) task: 7, epoch: 5/30, loss: 2.2377, acc: 0.6875
(TESTING) task: 7, epoch: 5/30, loss: 2.2368, acc: 0.6926
(TESTING) task: 7, epoch: 5/30, loss: 2.2362, acc: 0.6957
(TESTING) task: 7, epoch: 5/30, loss: 2.2356, acc: 0.6987
(TESTING) task: 7, epoch: 5/30, loss: 2.2358, acc: 0.6984
(TESTING) task: 7, epoch: 5/30, loss: 2.2358, acc: 0.6966
(TESTING) task: 7, epoch: 5/30, loss: 2.2354, acc: 0.6994
(TESTING) task: 7, epoch: 5/30, loss: 2.2351, acc: 0.7035
(TESTING) task: 7, epoch: 5/30, loss: 2.2349, acc: 0.7017
(TESTING) task: 7, epoch: 5/30, loss: 2.2351, acc: 0.7000
(TESTING) task: 7, epoch: 5/30, loss: 2.2353, acc: 0.6997
(TESTING) task: 7, epoch: 5/30, loss: 2.2353, acc: 0.7021
(TESTING) task: 7, epoch: 5/30, loss: 2.2353, acc: 0.7018
(TESTING) task: 7, epoch: 5/30, loss: 2.2347, acc: 0.7066
(TESTING) task: 7, epoch: 5/30, loss: 2.2347, acc: 0.7063
(TESTING) task: 7, epoch: 5/30, loss: 2.2351, acc: 0.7022
(TESTING) task: 7, epoch: 5/30, loss: 2.2352, acc: 0.7031
(TESTING) task: 7, epoch: 5/30, loss: 2.2354, acc: 0.7017
(TESTING) task: 7, epoch: 5/30, loss: 2.2353, acc: 0.7025
(TESTING) task: 7, epoch: 5/30, loss: 2.2351, acc: 0.7057
(TESTING) task: 7, epoch: 5/30, loss: 2.2352, acc: 0.7054
(TESTING) task: 7, epoch: 5/30, loss: 2.2349, acc: 0.7072
(TESTING) task: 7, epoch: 5/30, loss: 2.2348, acc: 0.7069
(TESTING) task: 7, epoch: 5/30, loss: 2.2350, acc: 0.7066
(TESTING) task: 7, epoch: 5/30, loss: 2.2348, acc: 0.7073
(TESTING) task: 7, epoch: 5/30, loss: 2.2348, acc: 0.7059
(TESTING) task: 7, epoch: 5/30, loss: 2.2348, acc: 0.7087
(TESTING) task: 7, epoch: 5/30, loss: 2.2350, acc: 0.7093
(TRAINING) task: 7, epoch: 6/30, loss: 2.2307, acc: 0.7500
(TRAINING) task: 7, epoch: 6/30, loss: 2.2341, acc: 0.7148
(TRAINING) task: 7, epoch: 6/30, loss: 2.2326, acc: 0.7435
(TRAINING) task: 7, epoch: 6/30, loss: 2.2320, acc: 0.7480
(TRAINING) task: 7, epoch: 6/30, loss: 2.2320, acc: 0.7445
(TRAINING) task: 7, epoch: 6/30, loss: 2.2309, acc: 0.7467
(TRAINING) task: 7, epoch: 6/30, loss: 2.2300, acc: 0.7522
(TRAINING) task: 7, epoch: 6/30, loss: 2.2291, acc: 0.7563
(TRAINING) task: 7, epoch: 6/30, loss: 2.2283, acc: 0.7604
(TRAINING) task: 7, epoch: 6/30, loss: 2.2285, acc: 0.7574
(TRAINING) task: 7, epoch: 6/30, loss: 2.2274, acc: 0.7635
(TRAINING) task: 7, epoch: 6/30, loss: 2.2275, acc: 0.7591
(TRAINING) task: 7, epoch: 6/30, loss: 2.2271, acc: 0.7599
(TRAINING) task: 7, epoch: 6/30, loss: 2.2268, acc: 0.7586
(TRAINING) task: 7, epoch: 6/30, loss: 2.2264, acc: 0.7607
(TRAINING) task: 7, epoch: 6/30, loss: 2.2259, acc: 0.7629
(TRAINING) task: 7, epoch: 6/30, loss: 2.2255, acc: 0.7645
(TRAINING) task: 7, epoch: 6/30, loss: 2.2249, acc: 0.7654
(TRAINING) task: 7, epoch: 6/30, loss: 2.2240, acc: 0.7681
(TRAINING) task: 7, epoch: 6/30, loss: 2.2234, acc: 0.7712
(TESTING) task: 7, epoch: 6/30, loss: 2.2095, acc: 0.7500
(TESTING) task: 7, epoch: 6/30, loss: 2.2285, acc: 0.6875
(TESTING) task: 7, epoch: 6/30, loss: 2.2342, acc: 0.6458
(TESTING) task: 7, epoch: 6/30, loss: 2.2389, acc: 0.6250
(TESTING) task: 7, epoch: 6/30, loss: 2.2375, acc: 0.6375
(TESTING) task: 7, epoch: 6/30, loss: 2.2378, acc: 0.6354
(TESTING) task: 7, epoch: 6/30, loss: 2.2345, acc: 0.6518
(TESTING) task: 7, epoch: 6/30, loss: 2.2301, acc: 0.6875
(TESTING) task: 7, epoch: 6/30, loss: 2.2298, acc: 0.7083
(TESTING) task: 7, epoch: 6/30, loss: 2.2271, acc: 0.7125
(TESTING) task: 7, epoch: 6/30, loss: 2.2261, acc: 0.7159
(TESTING) task: 7, epoch: 6/30, loss: 2.2250, acc: 0.7083
(TESTING) task: 7, epoch: 6/30, loss: 2.2240, acc: 0.7067
(TESTING) task: 7, epoch: 6/30, loss: 2.2242, acc: 0.7054
(TESTING) task: 7, epoch: 6/30, loss: 2.2239, acc: 0.7125
(TESTING) task: 7, epoch: 6/30, loss: 2.2243, acc: 0.7148
(TESTING) task: 7, epoch: 6/30, loss: 2.2224, acc: 0.7169
(TESTING) task: 7, epoch: 6/30, loss: 2.2211, acc: 0.7257
(TESTING) task: 7, epoch: 6/30, loss: 2.2210, acc: 0.7303
(TESTING) task: 7, epoch: 6/30, loss: 2.2206, acc: 0.7406
(TESTING) task: 7, epoch: 6/30, loss: 2.2208, acc: 0.7440
(TESTING) task: 7, epoch: 6/30, loss: 2.2185, acc: 0.7500
(TESTING) task: 7, epoch: 6/30, loss: 2.2172, acc: 0.7582
(TESTING) task: 7, epoch: 6/30, loss: 2.2172, acc: 0.7604
(TESTING) task: 7, epoch: 6/30, loss: 2.2170, acc: 0.7575
(TESTING) task: 7, epoch: 6/30, loss: 2.2169, acc: 0.7572
(TESTING) task: 7, epoch: 6/30, loss: 2.2178, acc: 0.7523
(TESTING) task: 7, epoch: 6/30, loss: 2.2176, acc: 0.7567
(TESTING) task: 7, epoch: 6/30, loss: 2.2181, acc: 0.7522
(TESTING) task: 7, epoch: 6/30, loss: 2.2179, acc: 0.7521
(TESTING) task: 7, epoch: 6/30, loss: 2.2178, acc: 0.7560
(TESTING) task: 7, epoch: 6/30, loss: 2.2178, acc: 0.7578
(TESTING) task: 7, epoch: 6/30, loss: 2.2173, acc: 0.7595
(TESTING) task: 7, epoch: 6/30, loss: 2.2176, acc: 0.7555
(TESTING) task: 7, epoch: 6/30, loss: 2.2176, acc: 0.7571
(TESTING) task: 7, epoch: 6/30, loss: 2.2170, acc: 0.7604
(TESTING) task: 7, epoch: 6/30, loss: 2.2173, acc: 0.7584
(TESTING) task: 7, epoch: 6/30, loss: 2.2177, acc: 0.7566
(TESTING) task: 7, epoch: 6/30, loss: 2.2181, acc: 0.7500
(TESTING) task: 7, epoch: 6/30, loss: 2.2176, acc: 0.7531
(TESTING) task: 7, epoch: 6/30, loss: 2.2178, acc: 0.7515
(TESTING) task: 7, epoch: 6/30, loss: 2.2173, acc: 0.7515
(TESTING) task: 7, epoch: 6/30, loss: 2.2169, acc: 0.7558
(TESTING) task: 7, epoch: 6/30, loss: 2.2172, acc: 0.7543
(TESTING) task: 7, epoch: 6/30, loss: 2.2169, acc: 0.7528
(TESTING) task: 7, epoch: 6/30, loss: 2.2171, acc: 0.7541
(TESTING) task: 7, epoch: 6/30, loss: 2.2165, acc: 0.7593
(TESTING) task: 7, epoch: 6/30, loss: 2.2158, acc: 0.7643
(TESTING) task: 7, epoch: 6/30, loss: 2.2162, acc: 0.7615
(TESTING) task: 7, epoch: 6/30, loss: 2.2156, acc: 0.7650
(TESTING) task: 7, epoch: 6/30, loss: 2.2158, acc: 0.7610
(TESTING) task: 7, epoch: 6/30, loss: 2.2156, acc: 0.7620
(TESTING) task: 7, epoch: 6/30, loss: 2.2152, acc: 0.7653
(TESTING) task: 7, epoch: 6/30, loss: 2.2157, acc: 0.7616
(TESTING) task: 7, epoch: 6/30, loss: 2.2154, acc: 0.7636
(TESTING) task: 7, epoch: 6/30, loss: 2.2156, acc: 0.7612
(TESTING) task: 7, epoch: 6/30, loss: 2.2158, acc: 0.7621
(TESTING) task: 7, epoch: 6/30, loss: 2.2161, acc: 0.7586
(TESTING) task: 7, epoch: 6/30, loss: 2.2161, acc: 0.7585
(TESTING) task: 7, epoch: 6/30, loss: 2.2159, acc: 0.7604
(TESTING) task: 7, epoch: 6/30, loss: 2.2162, acc: 0.7592
(TESTING) task: 7, epoch: 6/30, loss: 2.2159, acc: 0.7581
(TESTING) task: 7, epoch: 6/30, loss: 2.2159, acc: 0.7560
(TRAINING) task: 7, epoch: 7/30, loss: 2.2110, acc: 0.8164
(TRAINING) task: 7, epoch: 7/30, loss: 2.2098, acc: 0.8223
(TRAINING) task: 7, epoch: 7/30, loss: 2.2097, acc: 0.8281
(TRAINING) task: 7, epoch: 7/30, loss: 2.2101, acc: 0.8223
(TRAINING) task: 7, epoch: 7/30, loss: 2.2098, acc: 0.8125
(TRAINING) task: 7, epoch: 7/30, loss: 2.2095, acc: 0.8099
(TRAINING) task: 7, epoch: 7/30, loss: 2.2094, acc: 0.8097
(TRAINING) task: 7, epoch: 7/30, loss: 2.2089, acc: 0.8125
(TRAINING) task: 7, epoch: 7/30, loss: 2.2083, acc: 0.8108
(TRAINING) task: 7, epoch: 7/30, loss: 2.2075, acc: 0.8117
(TRAINING) task: 7, epoch: 7/30, loss: 2.2069, acc: 0.8125
(TRAINING) task: 7, epoch: 7/30, loss: 2.2063, acc: 0.8125
(TRAINING) task: 7, epoch: 7/30, loss: 2.2060, acc: 0.8125
(TRAINING) task: 7, epoch: 7/30, loss: 2.2054, acc: 0.8181
(TRAINING) task: 7, epoch: 7/30, loss: 2.2049, acc: 0.8156
(TRAINING) task: 7, epoch: 7/30, loss: 2.2045, acc: 0.8176
(TRAINING) task: 7, epoch: 7/30, loss: 2.2041, acc: 0.8162
(TRAINING) task: 7, epoch: 7/30, loss: 2.2035, acc: 0.8151
(TRAINING) task: 7, epoch: 7/30, loss: 2.2035, acc: 0.8141
(TRAINING) task: 7, epoch: 7/30, loss: 2.2026, acc: 0.8153
(TESTING) task: 7, epoch: 7/30, loss: 2.2324, acc: 0.5625
(TESTING) task: 7, epoch: 7/30, loss: 2.2006, acc: 0.7188
(TESTING) task: 7, epoch: 7/30, loss: 2.1962, acc: 0.8125
(TESTING) task: 7, epoch: 7/30, loss: 2.1882, acc: 0.8438
(TESTING) task: 7, epoch: 7/30, loss: 2.1836, acc: 0.8375
(TESTING) task: 7, epoch: 7/30, loss: 2.1834, acc: 0.8438
(TESTING) task: 7, epoch: 7/30, loss: 2.1820, acc: 0.8571
(TESTING) task: 7, epoch: 7/30, loss: 2.1849, acc: 0.8516
(TESTING) task: 7, epoch: 7/30, loss: 2.1896, acc: 0.8403
(TESTING) task: 7, epoch: 7/30, loss: 2.1898, acc: 0.8438
(TESTING) task: 7, epoch: 7/30, loss: 2.1899, acc: 0.8523
(TESTING) task: 7, epoch: 7/30, loss: 2.1887, acc: 0.8542
(TESTING) task: 7, epoch: 7/30, loss: 2.1906, acc: 0.8269
(TESTING) task: 7, epoch: 7/30, loss: 2.1900, acc: 0.8304
(TESTING) task: 7, epoch: 7/30, loss: 2.1915, acc: 0.8167
(TESTING) task: 7, epoch: 7/30, loss: 2.1929, acc: 0.8164
(TESTING) task: 7, epoch: 7/30, loss: 2.1902, acc: 0.8235
(TESTING) task: 7, epoch: 7/30, loss: 2.1911, acc: 0.8229
(TESTING) task: 7, epoch: 7/30, loss: 2.1910, acc: 0.8224
(TESTING) task: 7, epoch: 7/30, loss: 2.1929, acc: 0.8125
(TESTING) task: 7, epoch: 7/30, loss: 2.1922, acc: 0.8155
(TESTING) task: 7, epoch: 7/30, loss: 2.1932, acc: 0.8068
(TESTING) task: 7, epoch: 7/30, loss: 2.1943, acc: 0.8043
(TESTING) task: 7, epoch: 7/30, loss: 2.1943, acc: 0.8047
(TESTING) task: 7, epoch: 7/30, loss: 2.1942, acc: 0.8050
(TESTING) task: 7, epoch: 7/30, loss: 2.1933, acc: 0.8101
(TESTING) task: 7, epoch: 7/30, loss: 2.1936, acc: 0.8079
(TESTING) task: 7, epoch: 7/30, loss: 2.1936, acc: 0.8036
(TESTING) task: 7, epoch: 7/30, loss: 2.1922, acc: 0.8017
(TESTING) task: 7, epoch: 7/30, loss: 2.1921, acc: 0.8021
(TESTING) task: 7, epoch: 7/30, loss: 2.1922, acc: 0.7984
(TESTING) task: 7, epoch: 7/30, loss: 2.1918, acc: 0.8027
(TESTING) task: 7, epoch: 7/30, loss: 2.1921, acc: 0.8011
(TESTING) task: 7, epoch: 7/30, loss: 2.1918, acc: 0.8051
(TESTING) task: 7, epoch: 7/30, loss: 2.1926, acc: 0.8071
(TESTING) task: 7, epoch: 7/30, loss: 2.1921, acc: 0.8108
(TESTING) task: 7, epoch: 7/30, loss: 2.1921, acc: 0.8125
(TESTING) task: 7, epoch: 7/30, loss: 2.1928, acc: 0.8092
(TESTING) task: 7, epoch: 7/30, loss: 2.1931, acc: 0.8093
(TESTING) task: 7, epoch: 7/30, loss: 2.1926, acc: 0.8094
(TESTING) task: 7, epoch: 7/30, loss: 2.1935, acc: 0.8049
(TESTING) task: 7, epoch: 7/30, loss: 2.1937, acc: 0.8065
(TESTING) task: 7, epoch: 7/30, loss: 2.1941, acc: 0.8067
(TESTING) task: 7, epoch: 7/30, loss: 2.1936, acc: 0.8111
(TESTING) task: 7, epoch: 7/30, loss: 2.1930, acc: 0.8125
(TESTING) task: 7, epoch: 7/30, loss: 2.1926, acc: 0.8166
(TESTING) task: 7, epoch: 7/30, loss: 2.1925, acc: 0.8138
(TESTING) task: 7, epoch: 7/30, loss: 2.1927, acc: 0.8164
(TESTING) task: 7, epoch: 7/30, loss: 2.1929, acc: 0.8151
(TESTING) task: 7, epoch: 7/30, loss: 2.1929, acc: 0.8150
(TESTING) task: 7, epoch: 7/30, loss: 2.1932, acc: 0.8150
(TESTING) task: 7, epoch: 7/30, loss: 2.1935, acc: 0.8137
(TESTING) task: 7, epoch: 7/30, loss: 2.1933, acc: 0.8137
(TESTING) task: 7, epoch: 7/30, loss: 2.1931, acc: 0.8137
(TESTING) task: 7, epoch: 7/30, loss: 2.1931, acc: 0.8136
(TESTING) task: 7, epoch: 7/30, loss: 2.1926, acc: 0.8147
(TESTING) task: 7, epoch: 7/30, loss: 2.1923, acc: 0.8158
(TESTING) task: 7, epoch: 7/30, loss: 2.1926, acc: 0.8136
(TESTING) task: 7, epoch: 7/30, loss: 2.1926, acc: 0.8146
(TESTING) task: 7, epoch: 7/30, loss: 2.1930, acc: 0.8146
(TESTING) task: 7, epoch: 7/30, loss: 2.1931, acc: 0.8145
(TESTING) task: 7, epoch: 7/30, loss: 2.1935, acc: 0.8135
(TESTING) task: 7, epoch: 7/30, loss: 2.1942, acc: 0.8105
(TRAINING) task: 7, epoch: 8/30, loss: 2.1925, acc: 0.8125
(TRAINING) task: 7, epoch: 8/30, loss: 2.1894, acc: 0.8340
(TRAINING) task: 7, epoch: 8/30, loss: 2.1901, acc: 0.8424
(TRAINING) task: 7, epoch: 8/30, loss: 2.1897, acc: 0.8379
(TRAINING) task: 7, epoch: 8/30, loss: 2.1901, acc: 0.8320
(TRAINING) task: 7, epoch: 8/30, loss: 2.1892, acc: 0.8366
(TRAINING) task: 7, epoch: 8/30, loss: 2.1885, acc: 0.8398
(TRAINING) task: 7, epoch: 8/30, loss: 2.1867, acc: 0.8413
(TRAINING) task: 7, epoch: 8/30, loss: 2.1858, acc: 0.8472
(TRAINING) task: 7, epoch: 8/30, loss: 2.1849, acc: 0.8457
(TRAINING) task: 7, epoch: 8/30, loss: 2.1839, acc: 0.8498
(TRAINING) task: 7, epoch: 8/30, loss: 2.1828, acc: 0.8538
(TRAINING) task: 7, epoch: 8/30, loss: 2.1823, acc: 0.8552
(TRAINING) task: 7, epoch: 8/30, loss: 2.1816, acc: 0.8566
(TRAINING) task: 7, epoch: 8/30, loss: 2.1808, acc: 0.8583
(TRAINING) task: 7, epoch: 8/30, loss: 2.1809, acc: 0.8562
(TRAINING) task: 7, epoch: 8/30, loss: 2.1804, acc: 0.8578
(TRAINING) task: 7, epoch: 8/30, loss: 2.1800, acc: 0.8570
(TRAINING) task: 7, epoch: 8/30, loss: 2.1794, acc: 0.8571
(TRAINING) task: 7, epoch: 8/30, loss: 2.1789, acc: 0.8554
(TESTING) task: 7, epoch: 8/30, loss: 2.1720, acc: 0.8125
(TESTING) task: 7, epoch: 8/30, loss: 2.1622, acc: 0.8125
(TESTING) task: 7, epoch: 8/30, loss: 2.1622, acc: 0.7708
(TESTING) task: 7, epoch: 8/30, loss: 2.1665, acc: 0.7656
(TESTING) task: 7, epoch: 8/30, loss: 2.1689, acc: 0.7875
(TESTING) task: 7, epoch: 8/30, loss: 2.1668, acc: 0.8125
(TESTING) task: 7, epoch: 8/30, loss: 2.1697, acc: 0.7768
(TESTING) task: 7, epoch: 8/30, loss: 2.1694, acc: 0.7969
(TESTING) task: 7, epoch: 8/30, loss: 2.1706, acc: 0.7917
(TESTING) task: 7, epoch: 8/30, loss: 2.1724, acc: 0.7875
(TESTING) task: 7, epoch: 8/30, loss: 2.1673, acc: 0.8068
(TESTING) task: 7, epoch: 8/30, loss: 2.1693, acc: 0.8125
(TESTING) task: 7, epoch: 8/30, loss: 2.1678, acc: 0.8173
(TESTING) task: 7, epoch: 8/30, loss: 2.1687, acc: 0.8214
(TESTING) task: 7, epoch: 8/30, loss: 2.1663, acc: 0.8208
(TESTING) task: 7, epoch: 8/30, loss: 2.1691, acc: 0.8164
(TESTING) task: 7, epoch: 8/30, loss: 2.1677, acc: 0.8272
(TESTING) task: 7, epoch: 8/30, loss: 2.1690, acc: 0.8264
(TESTING) task: 7, epoch: 8/30, loss: 2.1691, acc: 0.8322
(TESTING) task: 7, epoch: 8/30, loss: 2.1680, acc: 0.8344
(TESTING) task: 7, epoch: 8/30, loss: 2.1674, acc: 0.8393
(TESTING) task: 7, epoch: 8/30, loss: 2.1667, acc: 0.8409
(TESTING) task: 7, epoch: 8/30, loss: 2.1675, acc: 0.8370
(TESTING) task: 7, epoch: 8/30, loss: 2.1682, acc: 0.8385
(TESTING) task: 7, epoch: 8/30, loss: 2.1692, acc: 0.8400
(TESTING) task: 7, epoch: 8/30, loss: 2.1691, acc: 0.8413
(TESTING) task: 7, epoch: 8/30, loss: 2.1678, acc: 0.8449
(TESTING) task: 7, epoch: 8/30, loss: 2.1678, acc: 0.8438
(TESTING) task: 7, epoch: 8/30, loss: 2.1677, acc: 0.8491
(TESTING) task: 7, epoch: 8/30, loss: 2.1689, acc: 0.8479
(TESTING) task: 7, epoch: 8/30, loss: 2.1691, acc: 0.8448
(TESTING) task: 7, epoch: 8/30, loss: 2.1704, acc: 0.8438
(TESTING) task: 7, epoch: 8/30, loss: 2.1697, acc: 0.8447
(TESTING) task: 7, epoch: 8/30, loss: 2.1691, acc: 0.8419
(TESTING) task: 7, epoch: 8/30, loss: 2.1691, acc: 0.8393
(TESTING) task: 7, epoch: 8/30, loss: 2.1680, acc: 0.8420
(TESTING) task: 7, epoch: 8/30, loss: 2.1680, acc: 0.8446
(TESTING) task: 7, epoch: 8/30, loss: 2.1673, acc: 0.8438
(TESTING) task: 7, epoch: 8/30, loss: 2.1675, acc: 0.8429
(TESTING) task: 7, epoch: 8/30, loss: 2.1670, acc: 0.8438
(TESTING) task: 7, epoch: 8/30, loss: 2.1669, acc: 0.8445
(TESTING) task: 7, epoch: 8/30, loss: 2.1681, acc: 0.8423
(TESTING) task: 7, epoch: 8/30, loss: 2.1679, acc: 0.8445
(TESTING) task: 7, epoch: 8/30, loss: 2.1676, acc: 0.8480
(TESTING) task: 7, epoch: 8/30, loss: 2.1673, acc: 0.8514
(TESTING) task: 7, epoch: 8/30, loss: 2.1672, acc: 0.8505
(TESTING) task: 7, epoch: 8/30, loss: 2.1670, acc: 0.8511
(TESTING) task: 7, epoch: 8/30, loss: 2.1663, acc: 0.8516
(TESTING) task: 7, epoch: 8/30, loss: 2.1669, acc: 0.8520
(TESTING) task: 7, epoch: 8/30, loss: 2.1670, acc: 0.8525
(TESTING) task: 7, epoch: 8/30, loss: 2.1673, acc: 0.8529
(TESTING) task: 7, epoch: 8/30, loss: 2.1675, acc: 0.8546
(TESTING) task: 7, epoch: 8/30, loss: 2.1679, acc: 0.8538
(TESTING) task: 7, epoch: 8/30, loss: 2.1682, acc: 0.8530
(TESTING) task: 7, epoch: 8/30, loss: 2.1685, acc: 0.8523
(TESTING) task: 7, epoch: 8/30, loss: 2.1686, acc: 0.8493
(TESTING) task: 7, epoch: 8/30, loss: 2.1686, acc: 0.8487
(TESTING) task: 7, epoch: 8/30, loss: 2.1686, acc: 0.8481
(TESTING) task: 7, epoch: 8/30, loss: 2.1685, acc: 0.8496
(TESTING) task: 7, epoch: 8/30, loss: 2.1690, acc: 0.8490
(TESTING) task: 7, epoch: 8/30, loss: 2.1690, acc: 0.8504
(TESTING) task: 7, epoch: 8/30, loss: 2.1686, acc: 0.8498
(TESTING) task: 7, epoch: 8/30, loss: 2.1694, acc: 0.8482
(TRAINING) task: 7, epoch: 9/30, loss: 2.1599, acc: 0.8945
(TRAINING) task: 7, epoch: 9/30, loss: 2.1617, acc: 0.8770
(TRAINING) task: 7, epoch: 9/30, loss: 2.1601, acc: 0.8841
(TRAINING) task: 7, epoch: 9/30, loss: 2.1589, acc: 0.8896
(TRAINING) task: 7, epoch: 9/30, loss: 2.1601, acc: 0.8820
(TRAINING) task: 7, epoch: 9/30, loss: 2.1615, acc: 0.8796
(TRAINING) task: 7, epoch: 9/30, loss: 2.1611, acc: 0.8806
(TRAINING) task: 7, epoch: 9/30, loss: 2.1610, acc: 0.8789
(TRAINING) task: 7, epoch: 9/30, loss: 2.1611, acc: 0.8780
(TRAINING) task: 7, epoch: 9/30, loss: 2.1598, acc: 0.8793
(TRAINING) task: 7, epoch: 9/30, loss: 2.1586, acc: 0.8825
(TRAINING) task: 7, epoch: 9/30, loss: 2.1582, acc: 0.8812
(TRAINING) task: 7, epoch: 9/30, loss: 2.1578, acc: 0.8810
(TRAINING) task: 7, epoch: 9/30, loss: 2.1572, acc: 0.8817
(TRAINING) task: 7, epoch: 9/30, loss: 2.1569, acc: 0.8805
(TRAINING) task: 7, epoch: 9/30, loss: 2.1562, acc: 0.8823
(TRAINING) task: 7, epoch: 9/30, loss: 2.1559, acc: 0.8856
(TRAINING) task: 7, epoch: 9/30, loss: 2.1554, acc: 0.8872
(TRAINING) task: 7, epoch: 9/30, loss: 2.1546, acc: 0.8875
(TRAINING) task: 7, epoch: 9/30, loss: 2.1533, acc: 0.8895
(TESTING) task: 7, epoch: 9/30, loss: 2.1576, acc: 0.8125
(TESTING) task: 7, epoch: 9/30, loss: 2.1370, acc: 0.8438
(TESTING) task: 7, epoch: 9/30, loss: 2.1297, acc: 0.8542
(TESTING) task: 7, epoch: 9/30, loss: 2.1381, acc: 0.8438
(TESTING) task: 7, epoch: 9/30, loss: 2.1349, acc: 0.8500
(TESTING) task: 7, epoch: 9/30, loss: 2.1327, acc: 0.8646
(TESTING) task: 7, epoch: 9/30, loss: 2.1339, acc: 0.8839
(TESTING) task: 7, epoch: 9/30, loss: 2.1332, acc: 0.8906
(TESTING) task: 7, epoch: 9/30, loss: 2.1354, acc: 0.8889
(TESTING) task: 7, epoch: 9/30, loss: 2.1396, acc: 0.8688
(TESTING) task: 7, epoch: 9/30, loss: 2.1438, acc: 0.8636
(TESTING) task: 7, epoch: 9/30, loss: 2.1443, acc: 0.8750
(TESTING) task: 7, epoch: 9/30, loss: 2.1417, acc: 0.8846
(TESTING) task: 7, epoch: 9/30, loss: 2.1446, acc: 0.8750
(TESTING) task: 7, epoch: 9/30, loss: 2.1468, acc: 0.8792
(TESTING) task: 7, epoch: 9/30, loss: 2.1470, acc: 0.8828
(TESTING) task: 7, epoch: 9/30, loss: 2.1475, acc: 0.8676
(TESTING) task: 7, epoch: 9/30, loss: 2.1469, acc: 0.8715
(TESTING) task: 7, epoch: 9/30, loss: 2.1475, acc: 0.8717
(TESTING) task: 7, epoch: 9/30, loss: 2.1446, acc: 0.8719
(TESTING) task: 7, epoch: 9/30, loss: 2.1444, acc: 0.8750
(TESTING) task: 7, epoch: 9/30, loss: 2.1452, acc: 0.8722
(TESTING) task: 7, epoch: 9/30, loss: 2.1456, acc: 0.8750
(TESTING) task: 7, epoch: 9/30, loss: 2.1439, acc: 0.8776
(TESTING) task: 7, epoch: 9/30, loss: 2.1441, acc: 0.8750
(TESTING) task: 7, epoch: 9/30, loss: 2.1432, acc: 0.8798
(TESTING) task: 7, epoch: 9/30, loss: 2.1453, acc: 0.8750
(TESTING) task: 7, epoch: 9/30, loss: 2.1456, acc: 0.8728
(TESTING) task: 7, epoch: 9/30, loss: 2.1444, acc: 0.8750
(TESTING) task: 7, epoch: 9/30, loss: 2.1454, acc: 0.8708
(TESTING) task: 7, epoch: 9/30, loss: 2.1460, acc: 0.8690
(TESTING) task: 7, epoch: 9/30, loss: 2.1454, acc: 0.8711
(TESTING) task: 7, epoch: 9/30, loss: 2.1437, acc: 0.8712
(TESTING) task: 7, epoch: 9/30, loss: 2.1436, acc: 0.8713
(TESTING) task: 7, epoch: 9/30, loss: 2.1436, acc: 0.8714
(TESTING) task: 7, epoch: 9/30, loss: 2.1444, acc: 0.8715
(TESTING) task: 7, epoch: 9/30, loss: 2.1442, acc: 0.8750
(TESTING) task: 7, epoch: 9/30, loss: 2.1446, acc: 0.8766
(TESTING) task: 7, epoch: 9/30, loss: 2.1450, acc: 0.8766
(TESTING) task: 7, epoch: 9/30, loss: 2.1443, acc: 0.8797
(TESTING) task: 7, epoch: 9/30, loss: 2.1448, acc: 0.8780
(TESTING) task: 7, epoch: 9/30, loss: 2.1448, acc: 0.8765
(TESTING) task: 7, epoch: 9/30, loss: 2.1447, acc: 0.8750
(TESTING) task: 7, epoch: 9/30, loss: 2.1439, acc: 0.8778
(TESTING) task: 7, epoch: 9/30, loss: 2.1447, acc: 0.8764
(TESTING) task: 7, epoch: 9/30, loss: 2.1437, acc: 0.8764
(TESTING) task: 7, epoch: 9/30, loss: 2.1437, acc: 0.8777
(TESTING) task: 7, epoch: 9/30, loss: 2.1446, acc: 0.8763
(TESTING) task: 7, epoch: 9/30, loss: 2.1444, acc: 0.8750
(TESTING) task: 7, epoch: 9/30, loss: 2.1452, acc: 0.8750
(TESTING) task: 7, epoch: 9/30, loss: 2.1457, acc: 0.8750
(TESTING) task: 7, epoch: 9/30, loss: 2.1453, acc: 0.8750
(TESTING) task: 7, epoch: 9/30, loss: 2.1444, acc: 0.8762
(TESTING) task: 7, epoch: 9/30, loss: 2.1441, acc: 0.8762
(TESTING) task: 7, epoch: 9/30, loss: 2.1440, acc: 0.8773
(TESTING) task: 7, epoch: 9/30, loss: 2.1439, acc: 0.8783
(TESTING) task: 7, epoch: 9/30, loss: 2.1439, acc: 0.8772
(TESTING) task: 7, epoch: 9/30, loss: 2.1444, acc: 0.8761
(TESTING) task: 7, epoch: 9/30, loss: 2.1442, acc: 0.8771
(TESTING) task: 7, epoch: 9/30, loss: 2.1437, acc: 0.8781
(TESTING) task: 7, epoch: 9/30, loss: 2.1441, acc: 0.8770
(TESTING) task: 7, epoch: 9/30, loss: 2.1435, acc: 0.8780
(TESTING) task: 7, epoch: 9/30, loss: 2.1437, acc: 0.8780
(TRAINING) task: 7, epoch: 10/30, loss: 2.1513, acc: 0.9102
(TRAINING) task: 7, epoch: 10/30, loss: 2.1463, acc: 0.9062
(TRAINING) task: 7, epoch: 10/30, loss: 2.1409, acc: 0.8945
(TRAINING) task: 7, epoch: 10/30, loss: 2.1387, acc: 0.8955
(TRAINING) task: 7, epoch: 10/30, loss: 2.1380, acc: 0.8992
(TRAINING) task: 7, epoch: 10/30, loss: 2.1361, acc: 0.8984
(TRAINING) task: 7, epoch: 10/30, loss: 2.1352, acc: 0.9012
(TRAINING) task: 7, epoch: 10/30, loss: 2.1352, acc: 0.8999
(TRAINING) task: 7, epoch: 10/30, loss: 2.1348, acc: 0.9006
(TRAINING) task: 7, epoch: 10/30, loss: 2.1348, acc: 0.9004
(TRAINING) task: 7, epoch: 10/30, loss: 2.1339, acc: 0.9013
(TRAINING) task: 7, epoch: 10/30, loss: 2.1331, acc: 0.8997
(TRAINING) task: 7, epoch: 10/30, loss: 2.1326, acc: 0.8984
(TRAINING) task: 7, epoch: 10/30, loss: 2.1312, acc: 0.8998
(TRAINING) task: 7, epoch: 10/30, loss: 2.1310, acc: 0.9013
(TRAINING) task: 7, epoch: 10/30, loss: 2.1308, acc: 0.9019
(TRAINING) task: 7, epoch: 10/30, loss: 2.1296, acc: 0.9035
(TRAINING) task: 7, epoch: 10/30, loss: 2.1289, acc: 0.9041
(TRAINING) task: 7, epoch: 10/30, loss: 2.1275, acc: 0.9056
(TRAINING) task: 7, epoch: 10/30, loss: 2.1263, acc: 0.9059
(TESTING) task: 7, epoch: 10/30, loss: 2.1251, acc: 0.8125
(TESTING) task: 7, epoch: 10/30, loss: 2.1229, acc: 0.8750
(TESTING) task: 7, epoch: 10/30, loss: 2.1263, acc: 0.8958
(TESTING) task: 7, epoch: 10/30, loss: 2.1282, acc: 0.9219
(TESTING) task: 7, epoch: 10/30, loss: 2.1304, acc: 0.9375
(TESTING) task: 7, epoch: 10/30, loss: 2.1195, acc: 0.9271
(TESTING) task: 7, epoch: 10/30, loss: 2.1244, acc: 0.9196
(TESTING) task: 7, epoch: 10/30, loss: 2.1237, acc: 0.9297
(TESTING) task: 7, epoch: 10/30, loss: 2.1210, acc: 0.9167
(TESTING) task: 7, epoch: 10/30, loss: 2.1173, acc: 0.9187
(TESTING) task: 7, epoch: 10/30, loss: 2.1154, acc: 0.9034
(TESTING) task: 7, epoch: 10/30, loss: 2.1144, acc: 0.9010
(TESTING) task: 7, epoch: 10/30, loss: 2.1120, acc: 0.9038
(TESTING) task: 7, epoch: 10/30, loss: 2.1105, acc: 0.9107
(TESTING) task: 7, epoch: 10/30, loss: 2.1119, acc: 0.9083
(TESTING) task: 7, epoch: 10/30, loss: 2.1126, acc: 0.9062
(TESTING) task: 7, epoch: 10/30, loss: 2.1113, acc: 0.9118
(TESTING) task: 7, epoch: 10/30, loss: 2.1133, acc: 0.9132
(TESTING) task: 7, epoch: 10/30, loss: 2.1126, acc: 0.9178
(TESTING) task: 7, epoch: 10/30, loss: 2.1107, acc: 0.9219
(TESTING) task: 7, epoch: 10/30, loss: 2.1103, acc: 0.9226
(TESTING) task: 7, epoch: 10/30, loss: 2.1090, acc: 0.9233
(TESTING) task: 7, epoch: 10/30, loss: 2.1098, acc: 0.9185
(TESTING) task: 7, epoch: 10/30, loss: 2.1098, acc: 0.9167
(TESTING) task: 7, epoch: 10/30, loss: 2.1112, acc: 0.9175
(TESTING) task: 7, epoch: 10/30, loss: 2.1126, acc: 0.9159
(TESTING) task: 7, epoch: 10/30, loss: 2.1124, acc: 0.9167
(TESTING) task: 7, epoch: 10/30, loss: 2.1125, acc: 0.9152
(TESTING) task: 7, epoch: 10/30, loss: 2.1140, acc: 0.9073
(TESTING) task: 7, epoch: 10/30, loss: 2.1160, acc: 0.9021
(TESTING) task: 7, epoch: 10/30, loss: 2.1141, acc: 0.9032
(TESTING) task: 7, epoch: 10/30, loss: 2.1138, acc: 0.9023
(TESTING) task: 7, epoch: 10/30, loss: 2.1135, acc: 0.9034
(TESTING) task: 7, epoch: 10/30, loss: 2.1143, acc: 0.9026
(TESTING) task: 7, epoch: 10/30, loss: 2.1155, acc: 0.9000
(TESTING) task: 7, epoch: 10/30, loss: 2.1154, acc: 0.9028
(TESTING) task: 7, epoch: 10/30, loss: 2.1164, acc: 0.9003
(TESTING) task: 7, epoch: 10/30, loss: 2.1168, acc: 0.8964
(TESTING) task: 7, epoch: 10/30, loss: 2.1162, acc: 0.8942
(TESTING) task: 7, epoch: 10/30, loss: 2.1167, acc: 0.8938
(TESTING) task: 7, epoch: 10/30, loss: 2.1181, acc: 0.8902
(TESTING) task: 7, epoch: 10/30, loss: 2.1192, acc: 0.8914
(TESTING) task: 7, epoch: 10/30, loss: 2.1198, acc: 0.8895
(TESTING) task: 7, epoch: 10/30, loss: 2.1200, acc: 0.8892
(TESTING) task: 7, epoch: 10/30, loss: 2.1192, acc: 0.8917
(TESTING) task: 7, epoch: 10/30, loss: 2.1192, acc: 0.8913
(TESTING) task: 7, epoch: 10/30, loss: 2.1192, acc: 0.8936
(TESTING) task: 7, epoch: 10/30, loss: 2.1194, acc: 0.8919
(TESTING) task: 7, epoch: 10/30, loss: 2.1196, acc: 0.8878
(TESTING) task: 7, epoch: 10/30, loss: 2.1192, acc: 0.8875
(TESTING) task: 7, epoch: 10/30, loss: 2.1185, acc: 0.8885
(TESTING) task: 7, epoch: 10/30, loss: 2.1179, acc: 0.8882
(TESTING) task: 7, epoch: 10/30, loss: 2.1174, acc: 0.8892
(TESTING) task: 7, epoch: 10/30, loss: 2.1170, acc: 0.8900
(TESTING) task: 7, epoch: 10/30, loss: 2.1159, acc: 0.8898
(TESTING) task: 7, epoch: 10/30, loss: 2.1156, acc: 0.8906
(TESTING) task: 7, epoch: 10/30, loss: 2.1154, acc: 0.8914
(TESTING) task: 7, epoch: 10/30, loss: 2.1157, acc: 0.8901
(TESTING) task: 7, epoch: 10/30, loss: 2.1149, acc: 0.8909
(TESTING) task: 7, epoch: 10/30, loss: 2.1154, acc: 0.8917
(TESTING) task: 7, epoch: 10/30, loss: 2.1153, acc: 0.8914
(TESTING) task: 7, epoch: 10/30, loss: 2.1161, acc: 0.8911
(TESTING) task: 7, epoch: 10/30, loss: 2.1163, acc: 0.8929
(TRAINING) task: 7, epoch: 11/30, loss: 2.1108, acc: 0.9375
(TRAINING) task: 7, epoch: 11/30, loss: 2.1133, acc: 0.9238
(TRAINING) task: 7, epoch: 11/30, loss: 2.1118, acc: 0.9258
(TRAINING) task: 7, epoch: 11/30, loss: 2.1076, acc: 0.9277
(TRAINING) task: 7, epoch: 11/30, loss: 2.1045, acc: 0.9281
(TRAINING) task: 7, epoch: 11/30, loss: 2.1062, acc: 0.9258
(TRAINING) task: 7, epoch: 11/30, loss: 2.1052, acc: 0.9247
(TRAINING) task: 7, epoch: 11/30, loss: 2.1041, acc: 0.9248
(TRAINING) task: 7, epoch: 11/30, loss: 2.1045, acc: 0.9240
(TRAINING) task: 7, epoch: 11/30, loss: 2.1036, acc: 0.9230
(TRAINING) task: 7, epoch: 11/30, loss: 2.1040, acc: 0.9208
(TRAINING) task: 7, epoch: 11/30, loss: 2.1026, acc: 0.9202
(TRAINING) task: 7, epoch: 11/30, loss: 2.1028, acc: 0.9186
(TRAINING) task: 7, epoch: 11/30, loss: 2.1028, acc: 0.9191
(TRAINING) task: 7, epoch: 11/30, loss: 2.1021, acc: 0.9182
(TRAINING) task: 7, epoch: 11/30, loss: 2.1008, acc: 0.9194
(TRAINING) task: 7, epoch: 11/30, loss: 2.0995, acc: 0.9191
(TRAINING) task: 7, epoch: 11/30, loss: 2.0984, acc: 0.9197
(TRAINING) task: 7, epoch: 11/30, loss: 2.0977, acc: 0.9184
(TRAINING) task: 7, epoch: 11/30, loss: 2.0964, acc: 0.9166
(TESTING) task: 7, epoch: 11/30, loss: 2.0718, acc: 0.9375
(TESTING) task: 7, epoch: 11/30, loss: 2.0744, acc: 0.9375
(TESTING) task: 7, epoch: 11/30, loss: 2.0987, acc: 0.9167
(TESTING) task: 7, epoch: 11/30, loss: 2.0992, acc: 0.9219
(TESTING) task: 7, epoch: 11/30, loss: 2.0932, acc: 0.9250
(TESTING) task: 7, epoch: 11/30, loss: 2.0889, acc: 0.9375
(TESTING) task: 7, epoch: 11/30, loss: 2.0880, acc: 0.9375
(TESTING) task: 7, epoch: 11/30, loss: 2.0812, acc: 0.9375
(TESTING) task: 7, epoch: 11/30, loss: 2.0818, acc: 0.9306
(TESTING) task: 7, epoch: 11/30, loss: 2.0830, acc: 0.9250
(TESTING) task: 7, epoch: 11/30, loss: 2.0855, acc: 0.9205
(TESTING) task: 7, epoch: 11/30, loss: 2.0874, acc: 0.9219
(TESTING) task: 7, epoch: 11/30, loss: 2.0849, acc: 0.9279
(TESTING) task: 7, epoch: 11/30, loss: 2.0854, acc: 0.9286
(TESTING) task: 7, epoch: 11/30, loss: 2.0867, acc: 0.9250
(TESTING) task: 7, epoch: 11/30, loss: 2.0847, acc: 0.9219
(TESTING) task: 7, epoch: 11/30, loss: 2.0870, acc: 0.9154
(TESTING) task: 7, epoch: 11/30, loss: 2.0863, acc: 0.9062
(TESTING) task: 7, epoch: 11/30, loss: 2.0879, acc: 0.9079
(TESTING) task: 7, epoch: 11/30, loss: 2.0865, acc: 0.9125
(TESTING) task: 7, epoch: 11/30, loss: 2.0878, acc: 0.9137
(TESTING) task: 7, epoch: 11/30, loss: 2.0890, acc: 0.9148
(TESTING) task: 7, epoch: 11/30, loss: 2.0872, acc: 0.9185
(TESTING) task: 7, epoch: 11/30, loss: 2.0894, acc: 0.9141
(TESTING) task: 7, epoch: 11/30, loss: 2.0893, acc: 0.9125
(TESTING) task: 7, epoch: 11/30, loss: 2.0901, acc: 0.9135
(TESTING) task: 7, epoch: 11/30, loss: 2.0907, acc: 0.9144
(TESTING) task: 7, epoch: 11/30, loss: 2.0915, acc: 0.9129
(TESTING) task: 7, epoch: 11/30, loss: 2.0922, acc: 0.9138
(TESTING) task: 7, epoch: 11/30, loss: 2.0902, acc: 0.9167
(TESTING) task: 7, epoch: 11/30, loss: 2.0917, acc: 0.9113
(TESTING) task: 7, epoch: 11/30, loss: 2.0912, acc: 0.9102
(TESTING) task: 7, epoch: 11/30, loss: 2.0901, acc: 0.9110
(TESTING) task: 7, epoch: 11/30, loss: 2.0915, acc: 0.9081
(TESTING) task: 7, epoch: 11/30, loss: 2.0914, acc: 0.9036
(TESTING) task: 7, epoch: 11/30, loss: 2.0903, acc: 0.9045
(TESTING) task: 7, epoch: 11/30, loss: 2.0888, acc: 0.9071
(TESTING) task: 7, epoch: 11/30, loss: 2.0895, acc: 0.9062
(TESTING) task: 7, epoch: 11/30, loss: 2.0888, acc: 0.9087
(TESTING) task: 7, epoch: 11/30, loss: 2.0873, acc: 0.9094
(TESTING) task: 7, epoch: 11/30, loss: 2.0871, acc: 0.9085
(TESTING) task: 7, epoch: 11/30, loss: 2.0872, acc: 0.9077
(TESTING) task: 7, epoch: 11/30, loss: 2.0869, acc: 0.9084
(TESTING) task: 7, epoch: 11/30, loss: 2.0887, acc: 0.9034
(TESTING) task: 7, epoch: 11/30, loss: 2.0891, acc: 0.9000
(TESTING) task: 7, epoch: 11/30, loss: 2.0897, acc: 0.9022
(TESTING) task: 7, epoch: 11/30, loss: 2.0887, acc: 0.9029
(TESTING) task: 7, epoch: 11/30, loss: 2.0878, acc: 0.9049
(TESTING) task: 7, epoch: 11/30, loss: 2.0871, acc: 0.9069
(TESTING) task: 7, epoch: 11/30, loss: 2.0875, acc: 0.9087
(TESTING) task: 7, epoch: 11/30, loss: 2.0878, acc: 0.9105
(TESTING) task: 7, epoch: 11/30, loss: 2.0873, acc: 0.9123
(TESTING) task: 7, epoch: 11/30, loss: 2.0861, acc: 0.9127
(TESTING) task: 7, epoch: 11/30, loss: 2.0858, acc: 0.9109
(TESTING) task: 7, epoch: 11/30, loss: 2.0861, acc: 0.9102
(TESTING) task: 7, epoch: 11/30, loss: 2.0862, acc: 0.9107
(TESTING) task: 7, epoch: 11/30, loss: 2.0863, acc: 0.9112
(TESTING) task: 7, epoch: 11/30, loss: 2.0863, acc: 0.9127
(TESTING) task: 7, epoch: 11/30, loss: 2.0869, acc: 0.9110
(TESTING) task: 7, epoch: 11/30, loss: 2.0864, acc: 0.9104
(TESTING) task: 7, epoch: 11/30, loss: 2.0873, acc: 0.9078
(TESTING) task: 7, epoch: 11/30, loss: 2.0874, acc: 0.9073
(TESTING) task: 7, epoch: 11/30, loss: 2.0870, acc: 0.9087
(TRAINING) task: 7, epoch: 12/30, loss: 2.0961, acc: 0.8828
(TRAINING) task: 7, epoch: 12/30, loss: 2.0961, acc: 0.8926
(TRAINING) task: 7, epoch: 12/30, loss: 2.0890, acc: 0.9062
(TRAINING) task: 7, epoch: 12/30, loss: 2.0834, acc: 0.9082
(TRAINING) task: 7, epoch: 12/30, loss: 2.0772, acc: 0.9148
(TRAINING) task: 7, epoch: 12/30, loss: 2.0746, acc: 0.9180
(TRAINING) task: 7, epoch: 12/30, loss: 2.0730, acc: 0.9196
(TRAINING) task: 7, epoch: 12/30, loss: 2.0741, acc: 0.9209
(TRAINING) task: 7, epoch: 12/30, loss: 2.0747, acc: 0.9214
(TRAINING) task: 7, epoch: 12/30, loss: 2.0748, acc: 0.9191
(TRAINING) task: 7, epoch: 12/30, loss: 2.0733, acc: 0.9219
(TRAINING) task: 7, epoch: 12/30, loss: 2.0724, acc: 0.9212
(TRAINING) task: 7, epoch: 12/30, loss: 2.0715, acc: 0.9213
(TRAINING) task: 7, epoch: 12/30, loss: 2.0700, acc: 0.9222
(TRAINING) task: 7, epoch: 12/30, loss: 2.0695, acc: 0.9219
(TRAINING) task: 7, epoch: 12/30, loss: 2.0682, acc: 0.9229
(TRAINING) task: 7, epoch: 12/30, loss: 2.0680, acc: 0.9233
(TRAINING) task: 7, epoch: 12/30, loss: 2.0682, acc: 0.9230
(TRAINING) task: 7, epoch: 12/30, loss: 2.0687, acc: 0.9237
(TRAINING) task: 7, epoch: 12/30, loss: 2.0671, acc: 0.9235
(TESTING) task: 7, epoch: 12/30, loss: 2.0331, acc: 0.8750
(TESTING) task: 7, epoch: 12/30, loss: 2.0407, acc: 0.9375
(TESTING) task: 7, epoch: 12/30, loss: 2.0506, acc: 0.9167
(TESTING) task: 7, epoch: 12/30, loss: 2.0702, acc: 0.9062
(TESTING) task: 7, epoch: 12/30, loss: 2.0718, acc: 0.9125
(TESTING) task: 7, epoch: 12/30, loss: 2.0765, acc: 0.8958
(TESTING) task: 7, epoch: 12/30, loss: 2.0719, acc: 0.9107
(TESTING) task: 7, epoch: 12/30, loss: 2.0718, acc: 0.9141
(TESTING) task: 7, epoch: 12/30, loss: 2.0704, acc: 0.9236
(TESTING) task: 7, epoch: 12/30, loss: 2.0683, acc: 0.9187
(TESTING) task: 7, epoch: 12/30, loss: 2.0717, acc: 0.9205
(TESTING) task: 7, epoch: 12/30, loss: 2.0704, acc: 0.9271
(TESTING) task: 7, epoch: 12/30, loss: 2.0679, acc: 0.9279
(TESTING) task: 7, epoch: 12/30, loss: 2.0680, acc: 0.9107
(TESTING) task: 7, epoch: 12/30, loss: 2.0681, acc: 0.9125
(TESTING) task: 7, epoch: 12/30, loss: 2.0681, acc: 0.9141
(TESTING) task: 7, epoch: 12/30, loss: 2.0665, acc: 0.9081
(TESTING) task: 7, epoch: 12/30, loss: 2.0666, acc: 0.9132
(TESTING) task: 7, epoch: 12/30, loss: 2.0654, acc: 0.9145
(TESTING) task: 7, epoch: 12/30, loss: 2.0675, acc: 0.9156
(TESTING) task: 7, epoch: 12/30, loss: 2.0670, acc: 0.9107
(TESTING) task: 7, epoch: 12/30, loss: 2.0649, acc: 0.9148
(TESTING) task: 7, epoch: 12/30, loss: 2.0661, acc: 0.9185
(TESTING) task: 7, epoch: 12/30, loss: 2.0678, acc: 0.9141
(TESTING) task: 7, epoch: 12/30, loss: 2.0650, acc: 0.9150
(TESTING) task: 7, epoch: 12/30, loss: 2.0659, acc: 0.9159
(TESTING) task: 7, epoch: 12/30, loss: 2.0674, acc: 0.9167
(TESTING) task: 7, epoch: 12/30, loss: 2.0662, acc: 0.9152
(TESTING) task: 7, epoch: 12/30, loss: 2.0626, acc: 0.9159
(TESTING) task: 7, epoch: 12/30, loss: 2.0625, acc: 0.9146
(TESTING) task: 7, epoch: 12/30, loss: 2.0625, acc: 0.9153
(TESTING) task: 7, epoch: 12/30, loss: 2.0604, acc: 0.9180
(TESTING) task: 7, epoch: 12/30, loss: 2.0607, acc: 0.9167
(TESTING) task: 7, epoch: 12/30, loss: 2.0623, acc: 0.9154
(TESTING) task: 7, epoch: 12/30, loss: 2.0624, acc: 0.9161
(TESTING) task: 7, epoch: 12/30, loss: 2.0611, acc: 0.9184
(TESTING) task: 7, epoch: 12/30, loss: 2.0615, acc: 0.9206
(TESTING) task: 7, epoch: 12/30, loss: 2.0601, acc: 0.9227
(TESTING) task: 7, epoch: 12/30, loss: 2.0604, acc: 0.9231
(TESTING) task: 7, epoch: 12/30, loss: 2.0596, acc: 0.9250
(TESTING) task: 7, epoch: 12/30, loss: 2.0593, acc: 0.9238
(TESTING) task: 7, epoch: 12/30, loss: 2.0605, acc: 0.9241
(TESTING) task: 7, epoch: 12/30, loss: 2.0598, acc: 0.9259
(TESTING) task: 7, epoch: 12/30, loss: 2.0602, acc: 0.9247
(TESTING) task: 7, epoch: 12/30, loss: 2.0603, acc: 0.9250
(TESTING) task: 7, epoch: 12/30, loss: 2.0607, acc: 0.9212
(TESTING) task: 7, epoch: 12/30, loss: 2.0601, acc: 0.9215
(TESTING) task: 7, epoch: 12/30, loss: 2.0617, acc: 0.9193
(TESTING) task: 7, epoch: 12/30, loss: 2.0617, acc: 0.9184
(TESTING) task: 7, epoch: 12/30, loss: 2.0623, acc: 0.9175
(TESTING) task: 7, epoch: 12/30, loss: 2.0621, acc: 0.9154
(TESTING) task: 7, epoch: 12/30, loss: 2.0612, acc: 0.9147
(TESTING) task: 7, epoch: 12/30, loss: 2.0618, acc: 0.9127
(TESTING) task: 7, epoch: 12/30, loss: 2.0618, acc: 0.9132
(TESTING) task: 7, epoch: 12/30, loss: 2.0623, acc: 0.9136
(TESTING) task: 7, epoch: 12/30, loss: 2.0623, acc: 0.9152
(TESTING) task: 7, epoch: 12/30, loss: 2.0609, acc: 0.9156
(TESTING) task: 7, epoch: 12/30, loss: 2.0601, acc: 0.9170
(TESTING) task: 7, epoch: 12/30, loss: 2.0604, acc: 0.9163
(TESTING) task: 7, epoch: 12/30, loss: 2.0604, acc: 0.9156
(TESTING) task: 7, epoch: 12/30, loss: 2.0592, acc: 0.9150
(TESTING) task: 7, epoch: 12/30, loss: 2.0600, acc: 0.9163
(TESTING) task: 7, epoch: 12/30, loss: 2.0592, acc: 0.9157
(TRAINING) task: 7, epoch: 13/30, loss: 2.0376, acc: 0.9141
(TRAINING) task: 7, epoch: 13/30, loss: 2.0416, acc: 0.9277
(TRAINING) task: 7, epoch: 13/30, loss: 2.0431, acc: 0.9323
(TRAINING) task: 7, epoch: 13/30, loss: 2.0420, acc: 0.9316
(TRAINING) task: 7, epoch: 13/30, loss: 2.0446, acc: 0.9289
(TRAINING) task: 7, epoch: 13/30, loss: 2.0462, acc: 0.9310
(TRAINING) task: 7, epoch: 13/30, loss: 2.0459, acc: 0.9308
(TRAINING) task: 7, epoch: 13/30, loss: 2.0464, acc: 0.9341
(TRAINING) task: 7, epoch: 13/30, loss: 2.0452, acc: 0.9306
(TRAINING) task: 7, epoch: 13/30, loss: 2.0444, acc: 0.9285
(TRAINING) task: 7, epoch: 13/30, loss: 2.0438, acc: 0.9279
(TRAINING) task: 7, epoch: 13/30, loss: 2.0436, acc: 0.9281
(TRAINING) task: 7, epoch: 13/30, loss: 2.0439, acc: 0.9273
(TRAINING) task: 7, epoch: 13/30, loss: 2.0446, acc: 0.9275
(TRAINING) task: 7, epoch: 13/30, loss: 2.0439, acc: 0.9286
(TRAINING) task: 7, epoch: 13/30, loss: 2.0428, acc: 0.9290
(TRAINING) task: 7, epoch: 13/30, loss: 2.0425, acc: 0.9299
(TRAINING) task: 7, epoch: 13/30, loss: 2.0421, acc: 0.9295
(TRAINING) task: 7, epoch: 13/30, loss: 2.0404, acc: 0.9317
(TRAINING) task: 7, epoch: 13/30, loss: 2.0406, acc: 0.9300
(TESTING) task: 7, epoch: 13/30, loss: 2.0723, acc: 0.8750
(TESTING) task: 7, epoch: 13/30, loss: 2.0572, acc: 0.9375
(TESTING) task: 7, epoch: 13/30, loss: 2.0491, acc: 0.9167
(TESTING) task: 7, epoch: 13/30, loss: 2.0383, acc: 0.9219
(TESTING) task: 7, epoch: 13/30, loss: 2.0401, acc: 0.9375
(TESTING) task: 7, epoch: 13/30, loss: 2.0467, acc: 0.9375
(TESTING) task: 7, epoch: 13/30, loss: 2.0385, acc: 0.9196
(TESTING) task: 7, epoch: 13/30, loss: 2.0293, acc: 0.9297
(TESTING) task: 7, epoch: 13/30, loss: 2.0345, acc: 0.9167
(TESTING) task: 7, epoch: 13/30, loss: 2.0382, acc: 0.9187
(TESTING) task: 7, epoch: 13/30, loss: 2.0339, acc: 0.9205
(TESTING) task: 7, epoch: 13/30, loss: 2.0349, acc: 0.9167
(TESTING) task: 7, epoch: 13/30, loss: 2.0363, acc: 0.9135
(TESTING) task: 7, epoch: 13/30, loss: 2.0341, acc: 0.9107
(TESTING) task: 7, epoch: 13/30, loss: 2.0306, acc: 0.9125
(TESTING) task: 7, epoch: 13/30, loss: 2.0336, acc: 0.9141
(TESTING) task: 7, epoch: 13/30, loss: 2.0365, acc: 0.9154
(TESTING) task: 7, epoch: 13/30, loss: 2.0376, acc: 0.9167
(TESTING) task: 7, epoch: 13/30, loss: 2.0397, acc: 0.9145
(TESTING) task: 7, epoch: 13/30, loss: 2.0361, acc: 0.9187
(TESTING) task: 7, epoch: 13/30, loss: 2.0335, acc: 0.9167
(TESTING) task: 7, epoch: 13/30, loss: 2.0336, acc: 0.9205
(TESTING) task: 7, epoch: 13/30, loss: 2.0357, acc: 0.9185
(TESTING) task: 7, epoch: 13/30, loss: 2.0325, acc: 0.9219
(TESTING) task: 7, epoch: 13/30, loss: 2.0307, acc: 0.9250
(TESTING) task: 7, epoch: 13/30, loss: 2.0289, acc: 0.9231
(TESTING) task: 7, epoch: 13/30, loss: 2.0301, acc: 0.9213
(TESTING) task: 7, epoch: 13/30, loss: 2.0284, acc: 0.9219
(TESTING) task: 7, epoch: 13/30, loss: 2.0304, acc: 0.9224
(TESTING) task: 7, epoch: 13/30, loss: 2.0303, acc: 0.9229
(TESTING) task: 7, epoch: 13/30, loss: 2.0269, acc: 0.9234
(TESTING) task: 7, epoch: 13/30, loss: 2.0284, acc: 0.9180
(TESTING) task: 7, epoch: 13/30, loss: 2.0293, acc: 0.9186
(TESTING) task: 7, epoch: 13/30, loss: 2.0308, acc: 0.9191
(TESTING) task: 7, epoch: 13/30, loss: 2.0314, acc: 0.9143
(TESTING) task: 7, epoch: 13/30, loss: 2.0325, acc: 0.9167
(TESTING) task: 7, epoch: 13/30, loss: 2.0321, acc: 0.9172
(TESTING) task: 7, epoch: 13/30, loss: 2.0323, acc: 0.9194
(TESTING) task: 7, epoch: 13/30, loss: 2.0339, acc: 0.9183
(TESTING) task: 7, epoch: 13/30, loss: 2.0329, acc: 0.9203
(TESTING) task: 7, epoch: 13/30, loss: 2.0325, acc: 0.9207
(TESTING) task: 7, epoch: 13/30, loss: 2.0326, acc: 0.9211
(TESTING) task: 7, epoch: 13/30, loss: 2.0307, acc: 0.9230
(TESTING) task: 7, epoch: 13/30, loss: 2.0323, acc: 0.9233
(TESTING) task: 7, epoch: 13/30, loss: 2.0315, acc: 0.9250
(TESTING) task: 7, epoch: 13/30, loss: 2.0310, acc: 0.9266
(TESTING) task: 7, epoch: 13/30, loss: 2.0303, acc: 0.9282
(TESTING) task: 7, epoch: 13/30, loss: 2.0283, acc: 0.9297
(TESTING) task: 7, epoch: 13/30, loss: 2.0271, acc: 0.9286
(TESTING) task: 7, epoch: 13/30, loss: 2.0276, acc: 0.9287
(TESTING) task: 7, epoch: 13/30, loss: 2.0283, acc: 0.9265
(TESTING) task: 7, epoch: 13/30, loss: 2.0283, acc: 0.9243
(TESTING) task: 7, epoch: 13/30, loss: 2.0284, acc: 0.9222
(TESTING) task: 7, epoch: 13/30, loss: 2.0287, acc: 0.9190
(TESTING) task: 7, epoch: 13/30, loss: 2.0278, acc: 0.9193
(TESTING) task: 7, epoch: 13/30, loss: 2.0279, acc: 0.9196
(TESTING) task: 7, epoch: 13/30, loss: 2.0290, acc: 0.9178
(TESTING) task: 7, epoch: 13/30, loss: 2.0301, acc: 0.9181
(TESTING) task: 7, epoch: 13/30, loss: 2.0308, acc: 0.9184
(TESTING) task: 7, epoch: 13/30, loss: 2.0313, acc: 0.9198
(TESTING) task: 7, epoch: 13/30, loss: 2.0317, acc: 0.9201
(TESTING) task: 7, epoch: 13/30, loss: 2.0327, acc: 0.9204
(TESTING) task: 7, epoch: 13/30, loss: 2.0321, acc: 0.9216
(TRAINING) task: 7, epoch: 14/30, loss: 2.0249, acc: 0.9336
(TRAINING) task: 7, epoch: 14/30, loss: 2.0247, acc: 0.9277
(TRAINING) task: 7, epoch: 14/30, loss: 2.0210, acc: 0.9323
(TRAINING) task: 7, epoch: 14/30, loss: 2.0227, acc: 0.9346
(TRAINING) task: 7, epoch: 14/30, loss: 2.0224, acc: 0.9352
(TRAINING) task: 7, epoch: 14/30, loss: 2.0192, acc: 0.9388
(TRAINING) task: 7, epoch: 14/30, loss: 2.0203, acc: 0.9375
(TRAINING) task: 7, epoch: 14/30, loss: 2.0213, acc: 0.9365
(TRAINING) task: 7, epoch: 14/30, loss: 2.0208, acc: 0.9371
(TRAINING) task: 7, epoch: 14/30, loss: 2.0197, acc: 0.9379
(TRAINING) task: 7, epoch: 14/30, loss: 2.0180, acc: 0.9375
(TRAINING) task: 7, epoch: 14/30, loss: 2.0173, acc: 0.9372
(TRAINING) task: 7, epoch: 14/30, loss: 2.0164, acc: 0.9378
(TRAINING) task: 7, epoch: 14/30, loss: 2.0161, acc: 0.9364
(TRAINING) task: 7, epoch: 14/30, loss: 2.0146, acc: 0.9378
(TRAINING) task: 7, epoch: 14/30, loss: 2.0138, acc: 0.9385
(TRAINING) task: 7, epoch: 14/30, loss: 2.0132, acc: 0.9377
(TRAINING) task: 7, epoch: 14/30, loss: 2.0117, acc: 0.9382
(TRAINING) task: 7, epoch: 14/30, loss: 2.0112, acc: 0.9391
(TRAINING) task: 7, epoch: 14/30, loss: 2.0111, acc: 0.9370
(TESTING) task: 7, epoch: 14/30, loss: 2.0431, acc: 0.9375
(TESTING) task: 7, epoch: 14/30, loss: 2.0288, acc: 0.9062
(TESTING) task: 7, epoch: 14/30, loss: 2.0161, acc: 0.9375
(TESTING) task: 7, epoch: 14/30, loss: 2.0097, acc: 0.9531
(TESTING) task: 7, epoch: 14/30, loss: 2.0169, acc: 0.9250
(TESTING) task: 7, epoch: 14/30, loss: 2.0226, acc: 0.9271
(TESTING) task: 7, epoch: 14/30, loss: 2.0302, acc: 0.9107
(TESTING) task: 7, epoch: 14/30, loss: 2.0293, acc: 0.8984
(TESTING) task: 7, epoch: 14/30, loss: 2.0217, acc: 0.9097
(TESTING) task: 7, epoch: 14/30, loss: 2.0227, acc: 0.9000
(TESTING) task: 7, epoch: 14/30, loss: 2.0166, acc: 0.9091
(TESTING) task: 7, epoch: 14/30, loss: 2.0181, acc: 0.9062
(TESTING) task: 7, epoch: 14/30, loss: 2.0119, acc: 0.9087
(TESTING) task: 7, epoch: 14/30, loss: 2.0094, acc: 0.9062
(TESTING) task: 7, epoch: 14/30, loss: 2.0107, acc: 0.9125
(TESTING) task: 7, epoch: 14/30, loss: 2.0114, acc: 0.9141
(TESTING) task: 7, epoch: 14/30, loss: 2.0069, acc: 0.9154
(TESTING) task: 7, epoch: 14/30, loss: 2.0098, acc: 0.9167
(TESTING) task: 7, epoch: 14/30, loss: 2.0110, acc: 0.9178
(TESTING) task: 7, epoch: 14/30, loss: 2.0088, acc: 0.9219
(TESTING) task: 7, epoch: 14/30, loss: 2.0078, acc: 0.9196
(TESTING) task: 7, epoch: 14/30, loss: 2.0106, acc: 0.9148
(TESTING) task: 7, epoch: 14/30, loss: 2.0116, acc: 0.9158
(TESTING) task: 7, epoch: 14/30, loss: 2.0132, acc: 0.9141
(TESTING) task: 7, epoch: 14/30, loss: 2.0141, acc: 0.9125
(TESTING) task: 7, epoch: 14/30, loss: 2.0139, acc: 0.9135
(TESTING) task: 7, epoch: 14/30, loss: 2.0134, acc: 0.9144
(TESTING) task: 7, epoch: 14/30, loss: 2.0150, acc: 0.9174
(TESTING) task: 7, epoch: 14/30, loss: 2.0151, acc: 0.9203
(TESTING) task: 7, epoch: 14/30, loss: 2.0134, acc: 0.9208
(TESTING) task: 7, epoch: 14/30, loss: 2.0141, acc: 0.9173
(TESTING) task: 7, epoch: 14/30, loss: 2.0128, acc: 0.9199
(TESTING) task: 7, epoch: 14/30, loss: 2.0114, acc: 0.9223
(TESTING) task: 7, epoch: 14/30, loss: 2.0109, acc: 0.9246
(TESTING) task: 7, epoch: 14/30, loss: 2.0113, acc: 0.9250
(TESTING) task: 7, epoch: 14/30, loss: 2.0099, acc: 0.9236
(TESTING) task: 7, epoch: 14/30, loss: 2.0111, acc: 0.9240
(TESTING) task: 7, epoch: 14/30, loss: 2.0112, acc: 0.9260
(TESTING) task: 7, epoch: 14/30, loss: 2.0095, acc: 0.9279
(TESTING) task: 7, epoch: 14/30, loss: 2.0070, acc: 0.9266
(TESTING) task: 7, epoch: 14/30, loss: 2.0080, acc: 0.9268
(TESTING) task: 7, epoch: 14/30, loss: 2.0083, acc: 0.9271
(TESTING) task: 7, epoch: 14/30, loss: 2.0082, acc: 0.9288
(TESTING) task: 7, epoch: 14/30, loss: 2.0059, acc: 0.9304
(TESTING) task: 7, epoch: 14/30, loss: 2.0062, acc: 0.9292
(TESTING) task: 7, epoch: 14/30, loss: 2.0051, acc: 0.9293
(TESTING) task: 7, epoch: 14/30, loss: 2.0057, acc: 0.9295
(TESTING) task: 7, epoch: 14/30, loss: 2.0061, acc: 0.9310
(TESTING) task: 7, epoch: 14/30, loss: 2.0063, acc: 0.9298
(TESTING) task: 7, epoch: 14/30, loss: 2.0061, acc: 0.9275
(TESTING) task: 7, epoch: 14/30, loss: 2.0060, acc: 0.9277
(TESTING) task: 7, epoch: 14/30, loss: 2.0050, acc: 0.9279
(TESTING) task: 7, epoch: 14/30, loss: 2.0043, acc: 0.9281
(TESTING) task: 7, epoch: 14/30, loss: 2.0033, acc: 0.9294
(TESTING) task: 7, epoch: 14/30, loss: 2.0039, acc: 0.9284
(TESTING) task: 7, epoch: 14/30, loss: 2.0024, acc: 0.9286
(TESTING) task: 7, epoch: 14/30, loss: 2.0034, acc: 0.9298
(TESTING) task: 7, epoch: 14/30, loss: 2.0030, acc: 0.9300
(TESTING) task: 7, epoch: 14/30, loss: 2.0032, acc: 0.9311
(TESTING) task: 7, epoch: 14/30, loss: 2.0029, acc: 0.9302
(TESTING) task: 7, epoch: 14/30, loss: 2.0034, acc: 0.9303
(TESTING) task: 7, epoch: 14/30, loss: 2.0029, acc: 0.9304
(TESTING) task: 7, epoch: 14/30, loss: 2.0050, acc: 0.9276
(TRAINING) task: 7, epoch: 15/30, loss: 2.0135, acc: 0.9492
(TRAINING) task: 7, epoch: 15/30, loss: 2.0067, acc: 0.9434
(TRAINING) task: 7, epoch: 15/30, loss: 2.0074, acc: 0.9388
(TRAINING) task: 7, epoch: 15/30, loss: 2.0032, acc: 0.9375
(TRAINING) task: 7, epoch: 15/30, loss: 2.0001, acc: 0.9414
(TRAINING) task: 7, epoch: 15/30, loss: 1.9920, acc: 0.9440
(TRAINING) task: 7, epoch: 15/30, loss: 1.9935, acc: 0.9453
(TRAINING) task: 7, epoch: 15/30, loss: 1.9911, acc: 0.9453
(TRAINING) task: 7, epoch: 15/30, loss: 1.9908, acc: 0.9431
(TRAINING) task: 7, epoch: 15/30, loss: 1.9905, acc: 0.9453
(TRAINING) task: 7, epoch: 15/30, loss: 1.9896, acc: 0.9442
(TRAINING) task: 7, epoch: 15/30, loss: 1.9885, acc: 0.9450
(TRAINING) task: 7, epoch: 15/30, loss: 1.9875, acc: 0.9435
(TRAINING) task: 7, epoch: 15/30, loss: 1.9867, acc: 0.9417
(TRAINING) task: 7, epoch: 15/30, loss: 1.9864, acc: 0.9411
(TRAINING) task: 7, epoch: 15/30, loss: 1.9863, acc: 0.9412
(TRAINING) task: 7, epoch: 15/30, loss: 1.9853, acc: 0.9407
(TRAINING) task: 7, epoch: 15/30, loss: 1.9847, acc: 0.9412
(TRAINING) task: 7, epoch: 15/30, loss: 1.9848, acc: 0.9396
(TRAINING) task: 7, epoch: 15/30, loss: 1.9849, acc: 0.9389
(TESTING) task: 7, epoch: 15/30, loss: 1.9825, acc: 0.9375
(TESTING) task: 7, epoch: 15/30, loss: 1.9485, acc: 0.9688
(TESTING) task: 7, epoch: 15/30, loss: 1.9467, acc: 0.9583
(TESTING) task: 7, epoch: 15/30, loss: 1.9562, acc: 0.9375
(TESTING) task: 7, epoch: 15/30, loss: 1.9696, acc: 0.9250
(TESTING) task: 7, epoch: 15/30, loss: 1.9793, acc: 0.9271
(TESTING) task: 7, epoch: 15/30, loss: 1.9845, acc: 0.9286
(TESTING) task: 7, epoch: 15/30, loss: 1.9881, acc: 0.9219
(TESTING) task: 7, epoch: 15/30, loss: 1.9899, acc: 0.9167
(TESTING) task: 7, epoch: 15/30, loss: 1.9864, acc: 0.9250
(TESTING) task: 7, epoch: 15/30, loss: 1.9891, acc: 0.9261
(TESTING) task: 7, epoch: 15/30, loss: 1.9926, acc: 0.9323
(TESTING) task: 7, epoch: 15/30, loss: 1.9888, acc: 0.9375
(TESTING) task: 7, epoch: 15/30, loss: 1.9924, acc: 0.9375
(TESTING) task: 7, epoch: 15/30, loss: 1.9889, acc: 0.9417
(TESTING) task: 7, epoch: 15/30, loss: 1.9892, acc: 0.9414
(TESTING) task: 7, epoch: 15/30, loss: 1.9897, acc: 0.9338
(TESTING) task: 7, epoch: 15/30, loss: 1.9899, acc: 0.9306
(TESTING) task: 7, epoch: 15/30, loss: 1.9893, acc: 0.9243
(TESTING) task: 7, epoch: 15/30, loss: 1.9887, acc: 0.9219
(TESTING) task: 7, epoch: 15/30, loss: 1.9936, acc: 0.9226
(TESTING) task: 7, epoch: 15/30, loss: 1.9944, acc: 0.9233
(TESTING) task: 7, epoch: 15/30, loss: 1.9899, acc: 0.9239
(TESTING) task: 7, epoch: 15/30, loss: 1.9868, acc: 0.9245
(TESTING) task: 7, epoch: 15/30, loss: 1.9895, acc: 0.9250
(TESTING) task: 7, epoch: 15/30, loss: 1.9869, acc: 0.9255
(TESTING) task: 7, epoch: 15/30, loss: 1.9841, acc: 0.9259
(TESTING) task: 7, epoch: 15/30, loss: 1.9828, acc: 0.9286
(TESTING) task: 7, epoch: 15/30, loss: 1.9838, acc: 0.9267
(TESTING) task: 7, epoch: 15/30, loss: 1.9847, acc: 0.9250
(TESTING) task: 7, epoch: 15/30, loss: 1.9825, acc: 0.9274
(TESTING) task: 7, epoch: 15/30, loss: 1.9853, acc: 0.9277
(TESTING) task: 7, epoch: 15/30, loss: 1.9855, acc: 0.9261
(TESTING) task: 7, epoch: 15/30, loss: 1.9851, acc: 0.9283
(TESTING) task: 7, epoch: 15/30, loss: 1.9855, acc: 0.9268
(TESTING) task: 7, epoch: 15/30, loss: 1.9855, acc: 0.9288
(TESTING) task: 7, epoch: 15/30, loss: 1.9871, acc: 0.9257
(TESTING) task: 7, epoch: 15/30, loss: 1.9868, acc: 0.9260
(TESTING) task: 7, epoch: 15/30, loss: 1.9862, acc: 0.9279
(TESTING) task: 7, epoch: 15/30, loss: 1.9851, acc: 0.9281
(TESTING) task: 7, epoch: 15/30, loss: 1.9854, acc: 0.9284
(TESTING) task: 7, epoch: 15/30, loss: 1.9843, acc: 0.9286
(TESTING) task: 7, epoch: 15/30, loss: 1.9827, acc: 0.9302
(TESTING) task: 7, epoch: 15/30, loss: 1.9828, acc: 0.9304
(TESTING) task: 7, epoch: 15/30, loss: 1.9847, acc: 0.9306
(TESTING) task: 7, epoch: 15/30, loss: 1.9848, acc: 0.9321
(TESTING) task: 7, epoch: 15/30, loss: 1.9833, acc: 0.9309
(TESTING) task: 7, epoch: 15/30, loss: 1.9840, acc: 0.9271
(TESTING) task: 7, epoch: 15/30, loss: 1.9826, acc: 0.9286
(TESTING) task: 7, epoch: 15/30, loss: 1.9820, acc: 0.9287
(TESTING) task: 7, epoch: 15/30, loss: 1.9811, acc: 0.9289
(TESTING) task: 7, epoch: 15/30, loss: 1.9829, acc: 0.9255
(TESTING) task: 7, epoch: 15/30, loss: 1.9842, acc: 0.9257
(TESTING) task: 7, epoch: 15/30, loss: 1.9855, acc: 0.9236
(TESTING) task: 7, epoch: 15/30, loss: 1.9845, acc: 0.9250
(TESTING) task: 7, epoch: 15/30, loss: 1.9834, acc: 0.9241
(TESTING) task: 7, epoch: 15/30, loss: 1.9832, acc: 0.9243
(TESTING) task: 7, epoch: 15/30, loss: 1.9836, acc: 0.9246
(TESTING) task: 7, epoch: 15/30, loss: 1.9836, acc: 0.9248
(TESTING) task: 7, epoch: 15/30, loss: 1.9840, acc: 0.9260
(TESTING) task: 7, epoch: 15/30, loss: 1.9825, acc: 0.9273
(TESTING) task: 7, epoch: 15/30, loss: 1.9828, acc: 0.9274
(TESTING) task: 7, epoch: 15/30, loss: 1.9825, acc: 0.9286
(TRAINING) task: 7, epoch: 16/30, loss: 1.9987, acc: 0.9258
(TRAINING) task: 7, epoch: 16/30, loss: 1.9896, acc: 0.9219
(TRAINING) task: 7, epoch: 16/30, loss: 1.9889, acc: 0.9232
(TRAINING) task: 7, epoch: 16/30, loss: 1.9846, acc: 0.9229
(TRAINING) task: 7, epoch: 16/30, loss: 1.9793, acc: 0.9281
(TRAINING) task: 7, epoch: 16/30, loss: 1.9778, acc: 0.9323
(TRAINING) task: 7, epoch: 16/30, loss: 1.9752, acc: 0.9347
(TRAINING) task: 7, epoch: 16/30, loss: 1.9722, acc: 0.9385
(TRAINING) task: 7, epoch: 16/30, loss: 1.9688, acc: 0.9410
(TRAINING) task: 7, epoch: 16/30, loss: 1.9667, acc: 0.9402
(TRAINING) task: 7, epoch: 16/30, loss: 1.9668, acc: 0.9393
(TRAINING) task: 7, epoch: 16/30, loss: 1.9666, acc: 0.9414
(TRAINING) task: 7, epoch: 16/30, loss: 1.9660, acc: 0.9402
(TRAINING) task: 7, epoch: 16/30, loss: 1.9637, acc: 0.9411
(TRAINING) task: 7, epoch: 16/30, loss: 1.9639, acc: 0.9401
(TRAINING) task: 7, epoch: 16/30, loss: 1.9637, acc: 0.9382
(TRAINING) task: 7, epoch: 16/30, loss: 1.9645, acc: 0.9386
(TRAINING) task: 7, epoch: 16/30, loss: 1.9640, acc: 0.9382
(TRAINING) task: 7, epoch: 16/30, loss: 1.9631, acc: 0.9387
(TRAINING) task: 7, epoch: 16/30, loss: 1.9635, acc: 0.9385
(TESTING) task: 7, epoch: 16/30, loss: 2.0060, acc: 0.9375
(TESTING) task: 7, epoch: 16/30, loss: 1.9846, acc: 0.9688
(TESTING) task: 7, epoch: 16/30, loss: 1.9915, acc: 0.9583
(TESTING) task: 7, epoch: 16/30, loss: 1.9934, acc: 0.9375
(TESTING) task: 7, epoch: 16/30, loss: 1.9775, acc: 0.9375
(TESTING) task: 7, epoch: 16/30, loss: 1.9632, acc: 0.9375
(TESTING) task: 7, epoch: 16/30, loss: 1.9568, acc: 0.9464
(TESTING) task: 7, epoch: 16/30, loss: 1.9543, acc: 0.9375
(TESTING) task: 7, epoch: 16/30, loss: 1.9581, acc: 0.9375
(TESTING) task: 7, epoch: 16/30, loss: 1.9576, acc: 0.9375
(TESTING) task: 7, epoch: 16/30, loss: 1.9518, acc: 0.9432
(TESTING) task: 7, epoch: 16/30, loss: 1.9516, acc: 0.9375
(TESTING) task: 7, epoch: 16/30, loss: 1.9516, acc: 0.9375
(TESTING) task: 7, epoch: 16/30, loss: 1.9523, acc: 0.9375
(TESTING) task: 7, epoch: 16/30, loss: 1.9597, acc: 0.9333
(TESTING) task: 7, epoch: 16/30, loss: 1.9657, acc: 0.9258
(TESTING) task: 7, epoch: 16/30, loss: 1.9663, acc: 0.9301
(TESTING) task: 7, epoch: 16/30, loss: 1.9649, acc: 0.9306
(TESTING) task: 7, epoch: 16/30, loss: 1.9606, acc: 0.9342
(TESTING) task: 7, epoch: 16/30, loss: 1.9574, acc: 0.9313
(TESTING) task: 7, epoch: 16/30, loss: 1.9600, acc: 0.9256
(TESTING) task: 7, epoch: 16/30, loss: 1.9607, acc: 0.9290
(TESTING) task: 7, epoch: 16/30, loss: 1.9596, acc: 0.9321
(TESTING) task: 7, epoch: 16/30, loss: 1.9599, acc: 0.9323
(TESTING) task: 7, epoch: 16/30, loss: 1.9584, acc: 0.9325
(TESTING) task: 7, epoch: 16/30, loss: 1.9575, acc: 0.9327
(TESTING) task: 7, epoch: 16/30, loss: 1.9572, acc: 0.9329
(TESTING) task: 7, epoch: 16/30, loss: 1.9578, acc: 0.9286
(TESTING) task: 7, epoch: 16/30, loss: 1.9580, acc: 0.9289
(TESTING) task: 7, epoch: 16/30, loss: 1.9602, acc: 0.9271
(TESTING) task: 7, epoch: 16/30, loss: 1.9615, acc: 0.9234
(TESTING) task: 7, epoch: 16/30, loss: 1.9614, acc: 0.9238
(TESTING) task: 7, epoch: 16/30, loss: 1.9632, acc: 0.9223
(TESTING) task: 7, epoch: 16/30, loss: 1.9607, acc: 0.9246
(TESTING) task: 7, epoch: 16/30, loss: 1.9616, acc: 0.9250
(TESTING) task: 7, epoch: 16/30, loss: 1.9589, acc: 0.9271
(TESTING) task: 7, epoch: 16/30, loss: 1.9585, acc: 0.9206
(TESTING) task: 7, epoch: 16/30, loss: 1.9580, acc: 0.9227
(TESTING) task: 7, epoch: 16/30, loss: 1.9575, acc: 0.9247
(TESTING) task: 7, epoch: 16/30, loss: 1.9574, acc: 0.9234
(TESTING) task: 7, epoch: 16/30, loss: 1.9570, acc: 0.9238
(TESTING) task: 7, epoch: 16/30, loss: 1.9563, acc: 0.9256
(TESTING) task: 7, epoch: 16/30, loss: 1.9565, acc: 0.9273
(TESTING) task: 7, epoch: 16/30, loss: 1.9574, acc: 0.9276
(TESTING) task: 7, epoch: 16/30, loss: 1.9566, acc: 0.9292
(TESTING) task: 7, epoch: 16/30, loss: 1.9569, acc: 0.9280
(TESTING) task: 7, epoch: 16/30, loss: 1.9564, acc: 0.9282
(TESTING) task: 7, epoch: 16/30, loss: 1.9571, acc: 0.9284
(TESTING) task: 7, epoch: 16/30, loss: 1.9583, acc: 0.9273
(TESTING) task: 7, epoch: 16/30, loss: 1.9591, acc: 0.9275
(TESTING) task: 7, epoch: 16/30, loss: 1.9587, acc: 0.9277
(TESTING) task: 7, epoch: 16/30, loss: 1.9596, acc: 0.9279
(TESTING) task: 7, epoch: 16/30, loss: 1.9602, acc: 0.9281
(TESTING) task: 7, epoch: 16/30, loss: 1.9598, acc: 0.9294
(TESTING) task: 7, epoch: 16/30, loss: 1.9612, acc: 0.9307
(TESTING) task: 7, epoch: 16/30, loss: 1.9622, acc: 0.9286
(TESTING) task: 7, epoch: 16/30, loss: 1.9627, acc: 0.9298
(TESTING) task: 7, epoch: 16/30, loss: 1.9627, acc: 0.9300
(TESTING) task: 7, epoch: 16/30, loss: 1.9630, acc: 0.9301
(TESTING) task: 7, epoch: 16/30, loss: 1.9626, acc: 0.9302
(TESTING) task: 7, epoch: 16/30, loss: 1.9617, acc: 0.9293
(TESTING) task: 7, epoch: 16/30, loss: 1.9616, acc: 0.9294
(TESTING) task: 7, epoch: 16/30, loss: 1.9608, acc: 0.9306
(TRAINING) task: 7, epoch: 17/30, loss: 1.9634, acc: 0.9570
(TRAINING) task: 7, epoch: 17/30, loss: 1.9492, acc: 0.9492
(TRAINING) task: 7, epoch: 17/30, loss: 1.9546, acc: 0.9453
(TRAINING) task: 7, epoch: 17/30, loss: 1.9536, acc: 0.9414
(TRAINING) task: 7, epoch: 17/30, loss: 1.9527, acc: 0.9430
(TRAINING) task: 7, epoch: 17/30, loss: 1.9523, acc: 0.9453
(TRAINING) task: 7, epoch: 17/30, loss: 1.9533, acc: 0.9431
(TRAINING) task: 7, epoch: 17/30, loss: 1.9505, acc: 0.9443
(TRAINING) task: 7, epoch: 17/30, loss: 1.9483, acc: 0.9453
(TRAINING) task: 7, epoch: 17/30, loss: 1.9493, acc: 0.9441
(TRAINING) task: 7, epoch: 17/30, loss: 1.9492, acc: 0.9421
(TRAINING) task: 7, epoch: 17/30, loss: 1.9496, acc: 0.9421
(TRAINING) task: 7, epoch: 17/30, loss: 1.9469, acc: 0.9417
(TRAINING) task: 7, epoch: 17/30, loss: 1.9475, acc: 0.9400
(TRAINING) task: 7, epoch: 17/30, loss: 1.9459, acc: 0.9398
(TRAINING) task: 7, epoch: 17/30, loss: 1.9450, acc: 0.9390
(TRAINING) task: 7, epoch: 17/30, loss: 1.9432, acc: 0.9393
(TRAINING) task: 7, epoch: 17/30, loss: 1.9427, acc: 0.9399
(TRAINING) task: 7, epoch: 17/30, loss: 1.9413, acc: 0.9418
(TRAINING) task: 7, epoch: 17/30, loss: 1.9410, acc: 0.9422
(TESTING) task: 7, epoch: 17/30, loss: 1.9009, acc: 1.0000
(TESTING) task: 7, epoch: 17/30, loss: 1.8728, acc: 0.9688
(TESTING) task: 7, epoch: 17/30, loss: 1.9062, acc: 0.9792
(TESTING) task: 7, epoch: 17/30, loss: 1.9267, acc: 0.9531
(TESTING) task: 7, epoch: 17/30, loss: 1.9340, acc: 0.9500
(TESTING) task: 7, epoch: 17/30, loss: 1.9331, acc: 0.9375
(TESTING) task: 7, epoch: 17/30, loss: 1.9293, acc: 0.9464
(TESTING) task: 7, epoch: 17/30, loss: 1.9307, acc: 0.9453
(TESTING) task: 7, epoch: 17/30, loss: 1.9264, acc: 0.9444
(TESTING) task: 7, epoch: 17/30, loss: 1.9321, acc: 0.9437
(TESTING) task: 7, epoch: 17/30, loss: 1.9344, acc: 0.9375
(TESTING) task: 7, epoch: 17/30, loss: 1.9411, acc: 0.9323
(TESTING) task: 7, epoch: 17/30, loss: 1.9389, acc: 0.9327
(TESTING) task: 7, epoch: 17/30, loss: 1.9382, acc: 0.9375
(TESTING) task: 7, epoch: 17/30, loss: 1.9376, acc: 0.9333
(TESTING) task: 7, epoch: 17/30, loss: 1.9382, acc: 0.9336
(TESTING) task: 7, epoch: 17/30, loss: 1.9353, acc: 0.9301
(TESTING) task: 7, epoch: 17/30, loss: 1.9328, acc: 0.9306
(TESTING) task: 7, epoch: 17/30, loss: 1.9302, acc: 0.9309
(TESTING) task: 7, epoch: 17/30, loss: 1.9321, acc: 0.9344
(TESTING) task: 7, epoch: 17/30, loss: 1.9337, acc: 0.9286
(TESTING) task: 7, epoch: 17/30, loss: 1.9330, acc: 0.9318
(TESTING) task: 7, epoch: 17/30, loss: 1.9350, acc: 0.9293
(TESTING) task: 7, epoch: 17/30, loss: 1.9346, acc: 0.9323
(TESTING) task: 7, epoch: 17/30, loss: 1.9346, acc: 0.9325
(TESTING) task: 7, epoch: 17/30, loss: 1.9333, acc: 0.9327
(TESTING) task: 7, epoch: 17/30, loss: 1.9343, acc: 0.9282
(TESTING) task: 7, epoch: 17/30, loss: 1.9346, acc: 0.9241
(TESTING) task: 7, epoch: 17/30, loss: 1.9333, acc: 0.9267
(TESTING) task: 7, epoch: 17/30, loss: 1.9321, acc: 0.9271
(TESTING) task: 7, epoch: 17/30, loss: 1.9305, acc: 0.9294
(TESTING) task: 7, epoch: 17/30, loss: 1.9316, acc: 0.9316
(TESTING) task: 7, epoch: 17/30, loss: 1.9325, acc: 0.9337
(TESTING) task: 7, epoch: 17/30, loss: 1.9319, acc: 0.9320
(TESTING) task: 7, epoch: 17/30, loss: 1.9311, acc: 0.9304
(TESTING) task: 7, epoch: 17/30, loss: 1.9326, acc: 0.9306
(TESTING) task: 7, epoch: 17/30, loss: 1.9328, acc: 0.9291
(TESTING) task: 7, epoch: 17/30, loss: 1.9311, acc: 0.9309
(TESTING) task: 7, epoch: 17/30, loss: 1.9317, acc: 0.9311
(TESTING) task: 7, epoch: 17/30, loss: 1.9328, acc: 0.9313
(TESTING) task: 7, epoch: 17/30, loss: 1.9325, acc: 0.9329
(TESTING) task: 7, epoch: 17/30, loss: 1.9327, acc: 0.9345
(TESTING) task: 7, epoch: 17/30, loss: 1.9314, acc: 0.9360
(TESTING) task: 7, epoch: 17/30, loss: 1.9319, acc: 0.9361
(TESTING) task: 7, epoch: 17/30, loss: 1.9322, acc: 0.9361
(TESTING) task: 7, epoch: 17/30, loss: 1.9322, acc: 0.9375
(TESTING) task: 7, epoch: 17/30, loss: 1.9320, acc: 0.9388
(TESTING) task: 7, epoch: 17/30, loss: 1.9320, acc: 0.9388
(TESTING) task: 7, epoch: 17/30, loss: 1.9338, acc: 0.9337
(TESTING) task: 7, epoch: 17/30, loss: 1.9340, acc: 0.9313
(TESTING) task: 7, epoch: 17/30, loss: 1.9355, acc: 0.9289
(TESTING) task: 7, epoch: 17/30, loss: 1.9362, acc: 0.9303
(TESTING) task: 7, epoch: 17/30, loss: 1.9360, acc: 0.9292
(TESTING) task: 7, epoch: 17/30, loss: 1.9353, acc: 0.9306
(TESTING) task: 7, epoch: 17/30, loss: 1.9359, acc: 0.9318
(TESTING) task: 7, epoch: 17/30, loss: 1.9355, acc: 0.9319
(TESTING) task: 7, epoch: 17/30, loss: 1.9378, acc: 0.9309
(TESTING) task: 7, epoch: 17/30, loss: 1.9383, acc: 0.9310
(TESTING) task: 7, epoch: 17/30, loss: 1.9374, acc: 0.9322
(TESTING) task: 7, epoch: 17/30, loss: 1.9383, acc: 0.9333
(TESTING) task: 7, epoch: 17/30, loss: 1.9393, acc: 0.9324
(TESTING) task: 7, epoch: 17/30, loss: 1.9390, acc: 0.9304
(TESTING) task: 7, epoch: 17/30, loss: 1.9388, acc: 0.9315
(TRAINING) task: 7, epoch: 18/30, loss: 1.9279, acc: 0.9336
(TRAINING) task: 7, epoch: 18/30, loss: 1.9257, acc: 0.9336
(TRAINING) task: 7, epoch: 18/30, loss: 1.9288, acc: 0.9414
(TRAINING) task: 7, epoch: 18/30, loss: 1.9280, acc: 0.9453
(TRAINING) task: 7, epoch: 18/30, loss: 1.9277, acc: 0.9461
(TRAINING) task: 7, epoch: 18/30, loss: 1.9281, acc: 0.9473
(TRAINING) task: 7, epoch: 18/30, loss: 1.9261, acc: 0.9475
(TRAINING) task: 7, epoch: 18/30, loss: 1.9256, acc: 0.9478
(TRAINING) task: 7, epoch: 18/30, loss: 1.9250, acc: 0.9462
(TRAINING) task: 7, epoch: 18/30, loss: 1.9255, acc: 0.9461
(TRAINING) task: 7, epoch: 18/30, loss: 1.9259, acc: 0.9457
(TRAINING) task: 7, epoch: 18/30, loss: 1.9252, acc: 0.9463
(TRAINING) task: 7, epoch: 18/30, loss: 1.9246, acc: 0.9456
(TRAINING) task: 7, epoch: 18/30, loss: 1.9230, acc: 0.9464
(TRAINING) task: 7, epoch: 18/30, loss: 1.9225, acc: 0.9458
(TRAINING) task: 7, epoch: 18/30, loss: 1.9220, acc: 0.9453
(TRAINING) task: 7, epoch: 18/30, loss: 1.9215, acc: 0.9458
(TRAINING) task: 7, epoch: 18/30, loss: 1.9220, acc: 0.9444
(TRAINING) task: 7, epoch: 18/30, loss: 1.9218, acc: 0.9433
(TRAINING) task: 7, epoch: 18/30, loss: 1.9196, acc: 0.9450
(TESTING) task: 7, epoch: 18/30, loss: 1.9405, acc: 0.8750
(TESTING) task: 7, epoch: 18/30, loss: 1.9518, acc: 0.8750
(TESTING) task: 7, epoch: 18/30, loss: 1.9398, acc: 0.8958
(TESTING) task: 7, epoch: 18/30, loss: 1.9618, acc: 0.8750
(TESTING) task: 7, epoch: 18/30, loss: 1.9568, acc: 0.8875
(TESTING) task: 7, epoch: 18/30, loss: 1.9533, acc: 0.8958
(TESTING) task: 7, epoch: 18/30, loss: 1.9396, acc: 0.8929
(TESTING) task: 7, epoch: 18/30, loss: 1.9370, acc: 0.8984
(TESTING) task: 7, epoch: 18/30, loss: 1.9332, acc: 0.9028
(TESTING) task: 7, epoch: 18/30, loss: 1.9309, acc: 0.9000
(TESTING) task: 7, epoch: 18/30, loss: 1.9253, acc: 0.9091
(TESTING) task: 7, epoch: 18/30, loss: 1.9275, acc: 0.9167
(TESTING) task: 7, epoch: 18/30, loss: 1.9299, acc: 0.9135
(TESTING) task: 7, epoch: 18/30, loss: 1.9325, acc: 0.9062
(TESTING) task: 7, epoch: 18/30, loss: 1.9310, acc: 0.9083
(TESTING) task: 7, epoch: 18/30, loss: 1.9304, acc: 0.9102
(TESTING) task: 7, epoch: 18/30, loss: 1.9333, acc: 0.9154
(TESTING) task: 7, epoch: 18/30, loss: 1.9261, acc: 0.9201
(TESTING) task: 7, epoch: 18/30, loss: 1.9290, acc: 0.9211
(TESTING) task: 7, epoch: 18/30, loss: 1.9290, acc: 0.9250
(TESTING) task: 7, epoch: 18/30, loss: 1.9322, acc: 0.9256
(TESTING) task: 7, epoch: 18/30, loss: 1.9316, acc: 0.9261
(TESTING) task: 7, epoch: 18/30, loss: 1.9336, acc: 0.9239
(TESTING) task: 7, epoch: 18/30, loss: 1.9333, acc: 0.9219
(TESTING) task: 7, epoch: 18/30, loss: 1.9308, acc: 0.9250
(TESTING) task: 7, epoch: 18/30, loss: 1.9304, acc: 0.9255
(TESTING) task: 7, epoch: 18/30, loss: 1.9312, acc: 0.9282
(TESTING) task: 7, epoch: 18/30, loss: 1.9315, acc: 0.9286
(TESTING) task: 7, epoch: 18/30, loss: 1.9290, acc: 0.9289
(TESTING) task: 7, epoch: 18/30, loss: 1.9296, acc: 0.9292
(TESTING) task: 7, epoch: 18/30, loss: 1.9312, acc: 0.9294
(TESTING) task: 7, epoch: 18/30, loss: 1.9295, acc: 0.9316
(TESTING) task: 7, epoch: 18/30, loss: 1.9286, acc: 0.9299
(TESTING) task: 7, epoch: 18/30, loss: 1.9275, acc: 0.9320
(TESTING) task: 7, epoch: 18/30, loss: 1.9285, acc: 0.9304
(TESTING) task: 7, epoch: 18/30, loss: 1.9274, acc: 0.9323
(TESTING) task: 7, epoch: 18/30, loss: 1.9252, acc: 0.9307
(TESTING) task: 7, epoch: 18/30, loss: 1.9248, acc: 0.9326
(TESTING) task: 7, epoch: 18/30, loss: 1.9263, acc: 0.9327
(TESTING) task: 7, epoch: 18/30, loss: 1.9255, acc: 0.9313
(TESTING) task: 7, epoch: 18/30, loss: 1.9238, acc: 0.9329
(TESTING) task: 7, epoch: 18/30, loss: 1.9259, acc: 0.9345
(TESTING) task: 7, epoch: 18/30, loss: 1.9251, acc: 0.9360
(TESTING) task: 7, epoch: 18/30, loss: 1.9242, acc: 0.9347
(TESTING) task: 7, epoch: 18/30, loss: 1.9246, acc: 0.9347
(TESTING) task: 7, epoch: 18/30, loss: 1.9241, acc: 0.9361
(TESTING) task: 7, epoch: 18/30, loss: 1.9235, acc: 0.9375
(TESTING) task: 7, epoch: 18/30, loss: 1.9231, acc: 0.9388
(TESTING) task: 7, epoch: 18/30, loss: 1.9235, acc: 0.9388
(TESTING) task: 7, epoch: 18/30, loss: 1.9247, acc: 0.9375
(TESTING) task: 7, epoch: 18/30, loss: 1.9236, acc: 0.9375
(TESTING) task: 7, epoch: 18/30, loss: 1.9228, acc: 0.9387
(TESTING) task: 7, epoch: 18/30, loss: 1.9222, acc: 0.9387
(TESTING) task: 7, epoch: 18/30, loss: 1.9224, acc: 0.9398
(TESTING) task: 7, epoch: 18/30, loss: 1.9233, acc: 0.9386
(TESTING) task: 7, epoch: 18/30, loss: 1.9219, acc: 0.9397
(TESTING) task: 7, epoch: 18/30, loss: 1.9216, acc: 0.9397
(TESTING) task: 7, epoch: 18/30, loss: 1.9218, acc: 0.9407
(TESTING) task: 7, epoch: 18/30, loss: 1.9209, acc: 0.9407
(TESTING) task: 7, epoch: 18/30, loss: 1.9206, acc: 0.9406
(TESTING) task: 7, epoch: 18/30, loss: 1.9205, acc: 0.9406
(TESTING) task: 7, epoch: 18/30, loss: 1.9204, acc: 0.9395
(TESTING) task: 7, epoch: 18/30, loss: 1.9208, acc: 0.9385
(TRAINING) task: 7, epoch: 19/30, loss: 1.9236, acc: 0.9453
(TRAINING) task: 7, epoch: 19/30, loss: 1.9065, acc: 0.9609
(TRAINING) task: 7, epoch: 19/30, loss: 1.9185, acc: 0.9518
(TRAINING) task: 7, epoch: 19/30, loss: 1.9119, acc: 0.9482
(TRAINING) task: 7, epoch: 19/30, loss: 1.9076, acc: 0.9500
(TRAINING) task: 7, epoch: 19/30, loss: 1.9082, acc: 0.9518
(TRAINING) task: 7, epoch: 19/30, loss: 1.9086, acc: 0.9526
(TRAINING) task: 7, epoch: 19/30, loss: 1.9089, acc: 0.9526
(TRAINING) task: 7, epoch: 19/30, loss: 1.9073, acc: 0.9514
(TRAINING) task: 7, epoch: 19/30, loss: 1.9078, acc: 0.9512
(TRAINING) task: 7, epoch: 19/30, loss: 1.9077, acc: 0.9496
(TRAINING) task: 7, epoch: 19/30, loss: 1.9064, acc: 0.9492
(TRAINING) task: 7, epoch: 19/30, loss: 1.9065, acc: 0.9498
(TRAINING) task: 7, epoch: 19/30, loss: 1.9059, acc: 0.9495
(TRAINING) task: 7, epoch: 19/30, loss: 1.9051, acc: 0.9490
(TRAINING) task: 7, epoch: 19/30, loss: 1.9051, acc: 0.9482
(TRAINING) task: 7, epoch: 19/30, loss: 1.9050, acc: 0.9485
(TRAINING) task: 7, epoch: 19/30, loss: 1.9045, acc: 0.9490
(TRAINING) task: 7, epoch: 19/30, loss: 1.9042, acc: 0.9498
(TRAINING) task: 7, epoch: 19/30, loss: 1.9023, acc: 0.9509
(TESTING) task: 7, epoch: 19/30, loss: 1.9691, acc: 0.9375
(TESTING) task: 7, epoch: 19/30, loss: 1.9588, acc: 0.9062
(TESTING) task: 7, epoch: 19/30, loss: 1.9307, acc: 0.9167
(TESTING) task: 7, epoch: 19/30, loss: 1.9293, acc: 0.9219
(TESTING) task: 7, epoch: 19/30, loss: 1.9243, acc: 0.9375
(TESTING) task: 7, epoch: 19/30, loss: 1.9255, acc: 0.9479
(TESTING) task: 7, epoch: 19/30, loss: 1.9293, acc: 0.9286
(TESTING) task: 7, epoch: 19/30, loss: 1.9260, acc: 0.9141
(TESTING) task: 7, epoch: 19/30, loss: 1.9191, acc: 0.9236
(TESTING) task: 7, epoch: 19/30, loss: 1.9120, acc: 0.9313
(TESTING) task: 7, epoch: 19/30, loss: 1.9153, acc: 0.9375
(TESTING) task: 7, epoch: 19/30, loss: 1.9188, acc: 0.9375
(TESTING) task: 7, epoch: 19/30, loss: 1.9252, acc: 0.9279
(TESTING) task: 7, epoch: 19/30, loss: 1.9263, acc: 0.9330
(TESTING) task: 7, epoch: 19/30, loss: 1.9240, acc: 0.9250
(TESTING) task: 7, epoch: 19/30, loss: 1.9255, acc: 0.9258
(TESTING) task: 7, epoch: 19/30, loss: 1.9196, acc: 0.9301
(TESTING) task: 7, epoch: 19/30, loss: 1.9199, acc: 0.9340
(TESTING) task: 7, epoch: 19/30, loss: 1.9145, acc: 0.9375
(TESTING) task: 7, epoch: 19/30, loss: 1.9146, acc: 0.9375
(TESTING) task: 7, epoch: 19/30, loss: 1.9141, acc: 0.9375
(TESTING) task: 7, epoch: 19/30, loss: 1.9153, acc: 0.9375
(TESTING) task: 7, epoch: 19/30, loss: 1.9131, acc: 0.9402
(TESTING) task: 7, epoch: 19/30, loss: 1.9131, acc: 0.9427
(TESTING) task: 7, epoch: 19/30, loss: 1.9122, acc: 0.9425
(TESTING) task: 7, epoch: 19/30, loss: 1.9093, acc: 0.9447
(TESTING) task: 7, epoch: 19/30, loss: 1.9069, acc: 0.9444
(TESTING) task: 7, epoch: 19/30, loss: 1.9088, acc: 0.9442
(TESTING) task: 7, epoch: 19/30, loss: 1.9073, acc: 0.9461
(TESTING) task: 7, epoch: 19/30, loss: 1.9090, acc: 0.9479
(TESTING) task: 7, epoch: 19/30, loss: 1.9091, acc: 0.9476
(TESTING) task: 7, epoch: 19/30, loss: 1.9092, acc: 0.9492
(TESTING) task: 7, epoch: 19/30, loss: 1.9077, acc: 0.9508
(TESTING) task: 7, epoch: 19/30, loss: 1.9056, acc: 0.9485
(TESTING) task: 7, epoch: 19/30, loss: 1.9057, acc: 0.9482
(TESTING) task: 7, epoch: 19/30, loss: 1.9067, acc: 0.9462
(TESTING) task: 7, epoch: 19/30, loss: 1.9064, acc: 0.9459
(TESTING) task: 7, epoch: 19/30, loss: 1.9070, acc: 0.9441
(TESTING) task: 7, epoch: 19/30, loss: 1.9075, acc: 0.9455
(TESTING) task: 7, epoch: 19/30, loss: 1.9059, acc: 0.9422
(TESTING) task: 7, epoch: 19/30, loss: 1.9061, acc: 0.9421
(TESTING) task: 7, epoch: 19/30, loss: 1.9062, acc: 0.9420
(TESTING) task: 7, epoch: 19/30, loss: 1.9086, acc: 0.9419
(TESTING) task: 7, epoch: 19/30, loss: 1.9079, acc: 0.9432
(TESTING) task: 7, epoch: 19/30, loss: 1.9089, acc: 0.9431
(TESTING) task: 7, epoch: 19/30, loss: 1.9083, acc: 0.9429
(TESTING) task: 7, epoch: 19/30, loss: 1.9088, acc: 0.9441
(TESTING) task: 7, epoch: 19/30, loss: 1.9087, acc: 0.9453
(TESTING) task: 7, epoch: 19/30, loss: 1.9098, acc: 0.9464
(TESTING) task: 7, epoch: 19/30, loss: 1.9103, acc: 0.9463
(TESTING) task: 7, epoch: 19/30, loss: 1.9093, acc: 0.9473
(TESTING) task: 7, epoch: 19/30, loss: 1.9079, acc: 0.9483
(TESTING) task: 7, epoch: 19/30, loss: 1.9068, acc: 0.9493
(TESTING) task: 7, epoch: 19/30, loss: 1.9063, acc: 0.9491
(TESTING) task: 7, epoch: 19/30, loss: 1.9078, acc: 0.9477
(TESTING) task: 7, epoch: 19/30, loss: 1.9069, acc: 0.9487
(TESTING) task: 7, epoch: 19/30, loss: 1.9072, acc: 0.9485
(TESTING) task: 7, epoch: 19/30, loss: 1.9073, acc: 0.9494
(TESTING) task: 7, epoch: 19/30, loss: 1.9064, acc: 0.9492
(TESTING) task: 7, epoch: 19/30, loss: 1.9055, acc: 0.9500
(TESTING) task: 7, epoch: 19/30, loss: 1.9058, acc: 0.9498
(TESTING) task: 7, epoch: 19/30, loss: 1.9059, acc: 0.9486
(TESTING) task: 7, epoch: 19/30, loss: 1.9060, acc: 0.9474
(TRAINING) task: 7, epoch: 20/30, loss: 1.8905, acc: 0.9727
(TRAINING) task: 7, epoch: 20/30, loss: 1.8839, acc: 0.9688
(TRAINING) task: 7, epoch: 20/30, loss: 1.8902, acc: 0.9596
(TRAINING) task: 7, epoch: 20/30, loss: 1.8902, acc: 0.9561
(TRAINING) task: 7, epoch: 20/30, loss: 1.8888, acc: 0.9555
(TRAINING) task: 7, epoch: 20/30, loss: 1.8885, acc: 0.9570
(TRAINING) task: 7, epoch: 20/30, loss: 1.8863, acc: 0.9559
(TRAINING) task: 7, epoch: 20/30, loss: 1.8862, acc: 0.9575
(TRAINING) task: 7, epoch: 20/30, loss: 1.8863, acc: 0.9562
(TRAINING) task: 7, epoch: 20/30, loss: 1.8877, acc: 0.9543
(TRAINING) task: 7, epoch: 20/30, loss: 1.8878, acc: 0.9528
(TRAINING) task: 7, epoch: 20/30, loss: 1.8892, acc: 0.9528
(TRAINING) task: 7, epoch: 20/30, loss: 1.8888, acc: 0.9528
(TRAINING) task: 7, epoch: 20/30, loss: 1.8871, acc: 0.9534
(TRAINING) task: 7, epoch: 20/30, loss: 1.8871, acc: 0.9544
(TRAINING) task: 7, epoch: 20/30, loss: 1.8869, acc: 0.9551
(TRAINING) task: 7, epoch: 20/30, loss: 1.8865, acc: 0.9559
(TRAINING) task: 7, epoch: 20/30, loss: 1.8873, acc: 0.9557
(TRAINING) task: 7, epoch: 20/30, loss: 1.8886, acc: 0.9552
(TRAINING) task: 7, epoch: 20/30, loss: 1.8885, acc: 0.9556
(TESTING) task: 7, epoch: 20/30, loss: 1.8768, acc: 0.9375
(TESTING) task: 7, epoch: 20/30, loss: 1.9244, acc: 0.9062
(TESTING) task: 7, epoch: 20/30, loss: 1.9095, acc: 0.9167
(TESTING) task: 7, epoch: 20/30, loss: 1.8967, acc: 0.9375
(TESTING) task: 7, epoch: 20/30, loss: 1.8952, acc: 0.9375
(TESTING) task: 7, epoch: 20/30, loss: 1.9014, acc: 0.9375
(TESTING) task: 7, epoch: 20/30, loss: 1.8973, acc: 0.9375
(TESTING) task: 7, epoch: 20/30, loss: 1.8945, acc: 0.9375
(TESTING) task: 7, epoch: 20/30, loss: 1.8953, acc: 0.9375
(TESTING) task: 7, epoch: 20/30, loss: 1.8844, acc: 0.9375
(TESTING) task: 7, epoch: 20/30, loss: 1.8854, acc: 0.9318
(TESTING) task: 7, epoch: 20/30, loss: 1.8872, acc: 0.9375
(TESTING) task: 7, epoch: 20/30, loss: 1.8877, acc: 0.9423
(TESTING) task: 7, epoch: 20/30, loss: 1.8852, acc: 0.9420
(TESTING) task: 7, epoch: 20/30, loss: 1.8884, acc: 0.9333
(TESTING) task: 7, epoch: 20/30, loss: 1.8907, acc: 0.9336
(TESTING) task: 7, epoch: 20/30, loss: 1.8879, acc: 0.9375
(TESTING) task: 7, epoch: 20/30, loss: 1.8871, acc: 0.9375
(TESTING) task: 7, epoch: 20/30, loss: 1.8929, acc: 0.9408
(TESTING) task: 7, epoch: 20/30, loss: 1.8958, acc: 0.9406
(TESTING) task: 7, epoch: 20/30, loss: 1.8953, acc: 0.9435
(TESTING) task: 7, epoch: 20/30, loss: 1.8982, acc: 0.9432
(TESTING) task: 7, epoch: 20/30, loss: 1.8976, acc: 0.9457
(TESTING) task: 7, epoch: 20/30, loss: 1.8965, acc: 0.9479
(TESTING) task: 7, epoch: 20/30, loss: 1.8961, acc: 0.9425
(TESTING) task: 7, epoch: 20/30, loss: 1.8941, acc: 0.9423
(TESTING) task: 7, epoch: 20/30, loss: 1.8919, acc: 0.9444
(TESTING) task: 7, epoch: 20/30, loss: 1.8933, acc: 0.9464
(TESTING) task: 7, epoch: 20/30, loss: 1.8936, acc: 0.9461
(TESTING) task: 7, epoch: 20/30, loss: 1.8932, acc: 0.9458
(TESTING) task: 7, epoch: 20/30, loss: 1.8924, acc: 0.9435
(TESTING) task: 7, epoch: 20/30, loss: 1.8921, acc: 0.9434
(TESTING) task: 7, epoch: 20/30, loss: 1.8919, acc: 0.9451
(TESTING) task: 7, epoch: 20/30, loss: 1.8921, acc: 0.9449
(TESTING) task: 7, epoch: 20/30, loss: 1.8915, acc: 0.9446
(TESTING) task: 7, epoch: 20/30, loss: 1.8922, acc: 0.9444
(TESTING) task: 7, epoch: 20/30, loss: 1.8941, acc: 0.9459
(TESTING) task: 7, epoch: 20/30, loss: 1.8965, acc: 0.9408
(TESTING) task: 7, epoch: 20/30, loss: 1.8962, acc: 0.9407
(TESTING) task: 7, epoch: 20/30, loss: 1.8961, acc: 0.9406
(TESTING) task: 7, epoch: 20/30, loss: 1.8956, acc: 0.9421
(TESTING) task: 7, epoch: 20/30, loss: 1.8938, acc: 0.9435
(TESTING) task: 7, epoch: 20/30, loss: 1.8943, acc: 0.9433
(TESTING) task: 7, epoch: 20/30, loss: 1.8944, acc: 0.9432
(TESTING) task: 7, epoch: 20/30, loss: 1.8941, acc: 0.9444
(TESTING) task: 7, epoch: 20/30, loss: 1.8952, acc: 0.9429
(TESTING) task: 7, epoch: 20/30, loss: 1.8951, acc: 0.9441
(TESTING) task: 7, epoch: 20/30, loss: 1.8942, acc: 0.9440
(TESTING) task: 7, epoch: 20/30, loss: 1.8957, acc: 0.9426
(TESTING) task: 7, epoch: 20/30, loss: 1.8983, acc: 0.9400
(TESTING) task: 7, epoch: 20/30, loss: 1.8970, acc: 0.9412
(TESTING) task: 7, epoch: 20/30, loss: 1.8967, acc: 0.9411
(TESTING) task: 7, epoch: 20/30, loss: 1.8948, acc: 0.9422
(TESTING) task: 7, epoch: 20/30, loss: 1.8946, acc: 0.9433
(TESTING) task: 7, epoch: 20/30, loss: 1.8948, acc: 0.9432
(TESTING) task: 7, epoch: 20/30, loss: 1.8946, acc: 0.9442
(TESTING) task: 7, epoch: 20/30, loss: 1.8945, acc: 0.9452
(TESTING) task: 7, epoch: 20/30, loss: 1.8948, acc: 0.9450
(TESTING) task: 7, epoch: 20/30, loss: 1.8956, acc: 0.9439
(TESTING) task: 7, epoch: 20/30, loss: 1.8942, acc: 0.9448
(TESTING) task: 7, epoch: 20/30, loss: 1.8938, acc: 0.9447
(TESTING) task: 7, epoch: 20/30, loss: 1.8945, acc: 0.9425
(TESTING) task: 7, epoch: 20/30, loss: 1.8950, acc: 0.9435
(TRAINING) task: 7, epoch: 21/30, loss: 1.8767, acc: 0.9453
(TRAINING) task: 7, epoch: 21/30, loss: 1.8861, acc: 0.9453
(TRAINING) task: 7, epoch: 21/30, loss: 1.8832, acc: 0.9492
(TRAINING) task: 7, epoch: 21/30, loss: 1.8829, acc: 0.9512
(TRAINING) task: 7, epoch: 21/30, loss: 1.8835, acc: 0.9523
(TRAINING) task: 7, epoch: 21/30, loss: 1.8816, acc: 0.9525
(TRAINING) task: 7, epoch: 21/30, loss: 1.8809, acc: 0.9515
(TRAINING) task: 7, epoch: 21/30, loss: 1.8797, acc: 0.9517
(TRAINING) task: 7, epoch: 21/30, loss: 1.8785, acc: 0.9531
(TRAINING) task: 7, epoch: 21/30, loss: 1.8779, acc: 0.9543
(TRAINING) task: 7, epoch: 21/30, loss: 1.8778, acc: 0.9542
(TRAINING) task: 7, epoch: 21/30, loss: 1.8787, acc: 0.9535
(TRAINING) task: 7, epoch: 21/30, loss: 1.8770, acc: 0.9552
(TRAINING) task: 7, epoch: 21/30, loss: 1.8762, acc: 0.9556
(TRAINING) task: 7, epoch: 21/30, loss: 1.8776, acc: 0.9536
(TRAINING) task: 7, epoch: 21/30, loss: 1.8769, acc: 0.9543
(TRAINING) task: 7, epoch: 21/30, loss: 1.8771, acc: 0.9536
(TRAINING) task: 7, epoch: 21/30, loss: 1.8760, acc: 0.9540
(TRAINING) task: 7, epoch: 21/30, loss: 1.8757, acc: 0.9546
(TRAINING) task: 7, epoch: 21/30, loss: 1.8755, acc: 0.9565
(TESTING) task: 7, epoch: 21/30, loss: 1.8890, acc: 1.0000
(TESTING) task: 7, epoch: 21/30, loss: 1.8494, acc: 1.0000
(TESTING) task: 7, epoch: 21/30, loss: 1.8825, acc: 0.9583
(TESTING) task: 7, epoch: 21/30, loss: 1.8801, acc: 0.9688
(TESTING) task: 7, epoch: 21/30, loss: 1.8854, acc: 0.9625
(TESTING) task: 7, epoch: 21/30, loss: 1.8810, acc: 0.9688
(TESTING) task: 7, epoch: 21/30, loss: 1.8812, acc: 0.9464
(TESTING) task: 7, epoch: 21/30, loss: 1.8706, acc: 0.9531
(TESTING) task: 7, epoch: 21/30, loss: 1.8640, acc: 0.9583
(TESTING) task: 7, epoch: 21/30, loss: 1.8770, acc: 0.9437
(TESTING) task: 7, epoch: 21/30, loss: 1.8820, acc: 0.9318
(TESTING) task: 7, epoch: 21/30, loss: 1.8838, acc: 0.9323
(TESTING) task: 7, epoch: 21/30, loss: 1.8815, acc: 0.9327
(TESTING) task: 7, epoch: 21/30, loss: 1.8794, acc: 0.9330
(TESTING) task: 7, epoch: 21/30, loss: 1.8827, acc: 0.9375
(TESTING) task: 7, epoch: 21/30, loss: 1.8827, acc: 0.9414
(TESTING) task: 7, epoch: 21/30, loss: 1.8869, acc: 0.9449
(TESTING) task: 7, epoch: 21/30, loss: 1.8887, acc: 0.9444
(TESTING) task: 7, epoch: 21/30, loss: 1.8924, acc: 0.9375
(TESTING) task: 7, epoch: 21/30, loss: 1.8964, acc: 0.9313
(TESTING) task: 7, epoch: 21/30, loss: 1.8946, acc: 0.9345
(TESTING) task: 7, epoch: 21/30, loss: 1.8935, acc: 0.9347
(TESTING) task: 7, epoch: 21/30, loss: 1.8913, acc: 0.9348
(TESTING) task: 7, epoch: 21/30, loss: 1.8894, acc: 0.9349
(TESTING) task: 7, epoch: 21/30, loss: 1.8889, acc: 0.9325
(TESTING) task: 7, epoch: 21/30, loss: 1.8906, acc: 0.9279
(TESTING) task: 7, epoch: 21/30, loss: 1.8892, acc: 0.9306
(TESTING) task: 7, epoch: 21/30, loss: 1.8890, acc: 0.9308
(TESTING) task: 7, epoch: 21/30, loss: 1.8882, acc: 0.9332
(TESTING) task: 7, epoch: 21/30, loss: 1.8874, acc: 0.9333
(TESTING) task: 7, epoch: 21/30, loss: 1.8876, acc: 0.9335
(TESTING) task: 7, epoch: 21/30, loss: 1.8882, acc: 0.9355
(TESTING) task: 7, epoch: 21/30, loss: 1.8879, acc: 0.9356
(TESTING) task: 7, epoch: 21/30, loss: 1.8865, acc: 0.9375
(TESTING) task: 7, epoch: 21/30, loss: 1.8862, acc: 0.9393
(TESTING) task: 7, epoch: 21/30, loss: 1.8885, acc: 0.9392
(TESTING) task: 7, epoch: 21/30, loss: 1.8901, acc: 0.9375
(TESTING) task: 7, epoch: 21/30, loss: 1.8923, acc: 0.9375
(TESTING) task: 7, epoch: 21/30, loss: 1.8925, acc: 0.9391
(TESTING) task: 7, epoch: 21/30, loss: 1.8913, acc: 0.9391
(TESTING) task: 7, epoch: 21/30, loss: 1.8904, acc: 0.9390
(TESTING) task: 7, epoch: 21/30, loss: 1.8896, acc: 0.9405
(TESTING) task: 7, epoch: 21/30, loss: 1.8879, acc: 0.9404
(TESTING) task: 7, epoch: 21/30, loss: 1.8879, acc: 0.9389
(TESTING) task: 7, epoch: 21/30, loss: 1.8878, acc: 0.9375
(TESTING) task: 7, epoch: 21/30, loss: 1.8890, acc: 0.9375
(TESTING) task: 7, epoch: 21/30, loss: 1.8886, acc: 0.9375
(TESTING) task: 7, epoch: 21/30, loss: 1.8870, acc: 0.9388
(TESTING) task: 7, epoch: 21/30, loss: 1.8868, acc: 0.9388
(TESTING) task: 7, epoch: 21/30, loss: 1.8870, acc: 0.9387
(TESTING) task: 7, epoch: 21/30, loss: 1.8860, acc: 0.9400
(TESTING) task: 7, epoch: 21/30, loss: 1.8855, acc: 0.9387
(TESTING) task: 7, epoch: 21/30, loss: 1.8846, acc: 0.9399
(TESTING) task: 7, epoch: 21/30, loss: 1.8845, acc: 0.9410
(TESTING) task: 7, epoch: 21/30, loss: 1.8849, acc: 0.9409
(TESTING) task: 7, epoch: 21/30, loss: 1.8838, acc: 0.9420
(TESTING) task: 7, epoch: 21/30, loss: 1.8838, acc: 0.9419
(TESTING) task: 7, epoch: 21/30, loss: 1.8833, acc: 0.9429
(TESTING) task: 7, epoch: 21/30, loss: 1.8840, acc: 0.9428
(TESTING) task: 7, epoch: 21/30, loss: 1.8828, acc: 0.9437
(TESTING) task: 7, epoch: 21/30, loss: 1.8826, acc: 0.9436
(TESTING) task: 7, epoch: 21/30, loss: 1.8829, acc: 0.9425
(TESTING) task: 7, epoch: 21/30, loss: 1.8806, acc: 0.9435
(TRAINING) task: 7, epoch: 22/30, loss: 1.8580, acc: 0.9453
(TRAINING) task: 7, epoch: 22/30, loss: 1.8557, acc: 0.9551
(TRAINING) task: 7, epoch: 22/30, loss: 1.8630, acc: 0.9557
(TRAINING) task: 7, epoch: 22/30, loss: 1.8673, acc: 0.9541
(TRAINING) task: 7, epoch: 22/30, loss: 1.8670, acc: 0.9555
(TRAINING) task: 7, epoch: 22/30, loss: 1.8656, acc: 0.9557
(TRAINING) task: 7, epoch: 22/30, loss: 1.8667, acc: 0.9548
(TRAINING) task: 7, epoch: 22/30, loss: 1.8647, acc: 0.9541
(TRAINING) task: 7, epoch: 22/30, loss: 1.8655, acc: 0.9523
(TRAINING) task: 7, epoch: 22/30, loss: 1.8644, acc: 0.9520
(TRAINING) task: 7, epoch: 22/30, loss: 1.8650, acc: 0.9535
(TRAINING) task: 7, epoch: 22/30, loss: 1.8641, acc: 0.9548
(TRAINING) task: 7, epoch: 22/30, loss: 1.8621, acc: 0.9537
(TRAINING) task: 7, epoch: 22/30, loss: 1.8617, acc: 0.9540
(TRAINING) task: 7, epoch: 22/30, loss: 1.8621, acc: 0.9544
(TRAINING) task: 7, epoch: 22/30, loss: 1.8611, acc: 0.9558
(TRAINING) task: 7, epoch: 22/30, loss: 1.8617, acc: 0.9550
(TRAINING) task: 7, epoch: 22/30, loss: 1.8610, acc: 0.9562
(TRAINING) task: 7, epoch: 22/30, loss: 1.8602, acc: 0.9568
(TRAINING) task: 7, epoch: 22/30, loss: 1.8614, acc: 0.9560
(TESTING) task: 7, epoch: 22/30, loss: 1.9120, acc: 1.0000
(TESTING) task: 7, epoch: 22/30, loss: 1.8824, acc: 0.9688
(TESTING) task: 7, epoch: 22/30, loss: 1.9060, acc: 0.9583
(TESTING) task: 7, epoch: 22/30, loss: 1.8915, acc: 0.9688
(TESTING) task: 7, epoch: 22/30, loss: 1.8967, acc: 0.9500
(TESTING) task: 7, epoch: 22/30, loss: 1.8888, acc: 0.9479
(TESTING) task: 7, epoch: 22/30, loss: 1.8812, acc: 0.9554
(TESTING) task: 7, epoch: 22/30, loss: 1.8849, acc: 0.9531
(TESTING) task: 7, epoch: 22/30, loss: 1.8821, acc: 0.9514
(TESTING) task: 7, epoch: 22/30, loss: 1.8764, acc: 0.9500
(TESTING) task: 7, epoch: 22/30, loss: 1.8800, acc: 0.9489
(TESTING) task: 7, epoch: 22/30, loss: 1.8746, acc: 0.9479
(TESTING) task: 7, epoch: 22/30, loss: 1.8739, acc: 0.9423
(TESTING) task: 7, epoch: 22/30, loss: 1.8825, acc: 0.9420
(TESTING) task: 7, epoch: 22/30, loss: 1.8821, acc: 0.9458
(TESTING) task: 7, epoch: 22/30, loss: 1.8817, acc: 0.9492
(TESTING) task: 7, epoch: 22/30, loss: 1.8817, acc: 0.9485
(TESTING) task: 7, epoch: 22/30, loss: 1.8802, acc: 0.9479
(TESTING) task: 7, epoch: 22/30, loss: 1.8765, acc: 0.9507
(TESTING) task: 7, epoch: 22/30, loss: 1.8750, acc: 0.9500
(TESTING) task: 7, epoch: 22/30, loss: 1.8723, acc: 0.9524
(TESTING) task: 7, epoch: 22/30, loss: 1.8718, acc: 0.9517
(TESTING) task: 7, epoch: 22/30, loss: 1.8731, acc: 0.9457
(TESTING) task: 7, epoch: 22/30, loss: 1.8732, acc: 0.9453
(TESTING) task: 7, epoch: 22/30, loss: 1.8726, acc: 0.9475
(TESTING) task: 7, epoch: 22/30, loss: 1.8722, acc: 0.9495
(TESTING) task: 7, epoch: 22/30, loss: 1.8714, acc: 0.9468
(TESTING) task: 7, epoch: 22/30, loss: 1.8724, acc: 0.9487
(TESTING) task: 7, epoch: 22/30, loss: 1.8681, acc: 0.9504
(TESTING) task: 7, epoch: 22/30, loss: 1.8688, acc: 0.9500
(TESTING) task: 7, epoch: 22/30, loss: 1.8683, acc: 0.9496
(TESTING) task: 7, epoch: 22/30, loss: 1.8680, acc: 0.9492
(TESTING) task: 7, epoch: 22/30, loss: 1.8674, acc: 0.9508
(TESTING) task: 7, epoch: 22/30, loss: 1.8674, acc: 0.9467
(TESTING) task: 7, epoch: 22/30, loss: 1.8695, acc: 0.9446
(TESTING) task: 7, epoch: 22/30, loss: 1.8690, acc: 0.9427
(TESTING) task: 7, epoch: 22/30, loss: 1.8683, acc: 0.9443
(TESTING) task: 7, epoch: 22/30, loss: 1.8687, acc: 0.9441
(TESTING) task: 7, epoch: 22/30, loss: 1.8683, acc: 0.9439
(TESTING) task: 7, epoch: 22/30, loss: 1.8690, acc: 0.9422
(TESTING) task: 7, epoch: 22/30, loss: 1.8702, acc: 0.9436
(TESTING) task: 7, epoch: 22/30, loss: 1.8701, acc: 0.9435
(TESTING) task: 7, epoch: 22/30, loss: 1.8697, acc: 0.9448
(TESTING) task: 7, epoch: 22/30, loss: 1.8687, acc: 0.9460
(TESTING) task: 7, epoch: 22/30, loss: 1.8691, acc: 0.9458
(TESTING) task: 7, epoch: 22/30, loss: 1.8698, acc: 0.9470
(TESTING) task: 7, epoch: 22/30, loss: 1.8689, acc: 0.9481
(TESTING) task: 7, epoch: 22/30, loss: 1.8675, acc: 0.9479
(TESTING) task: 7, epoch: 22/30, loss: 1.8679, acc: 0.9464
(TESTING) task: 7, epoch: 22/30, loss: 1.8679, acc: 0.9475
(TESTING) task: 7, epoch: 22/30, loss: 1.8665, acc: 0.9485
(TESTING) task: 7, epoch: 22/30, loss: 1.8662, acc: 0.9483
(TESTING) task: 7, epoch: 22/30, loss: 1.8667, acc: 0.9481
(TESTING) task: 7, epoch: 22/30, loss: 1.8661, acc: 0.9491
(TESTING) task: 7, epoch: 22/30, loss: 1.8658, acc: 0.9500
(TESTING) task: 7, epoch: 22/30, loss: 1.8673, acc: 0.9464
(TESTING) task: 7, epoch: 22/30, loss: 1.8663, acc: 0.9474
(TESTING) task: 7, epoch: 22/30, loss: 1.8671, acc: 0.9472
(TESTING) task: 7, epoch: 22/30, loss: 1.8664, acc: 0.9470
(TESTING) task: 7, epoch: 22/30, loss: 1.8668, acc: 0.9469
(TESTING) task: 7, epoch: 22/30, loss: 1.8670, acc: 0.9457
(TESTING) task: 7, epoch: 22/30, loss: 1.8675, acc: 0.9456
(TESTING) task: 7, epoch: 22/30, loss: 1.8681, acc: 0.9444
(TRAINING) task: 7, epoch: 23/30, loss: 1.8560, acc: 0.9336
(TRAINING) task: 7, epoch: 23/30, loss: 1.8478, acc: 0.9551
(TRAINING) task: 7, epoch: 23/30, loss: 1.8446, acc: 0.9531
(TRAINING) task: 7, epoch: 23/30, loss: 1.8475, acc: 0.9521
(TRAINING) task: 7, epoch: 23/30, loss: 1.8449, acc: 0.9563
(TRAINING) task: 7, epoch: 23/30, loss: 1.8477, acc: 0.9564
(TRAINING) task: 7, epoch: 23/30, loss: 1.8473, acc: 0.9576
(TRAINING) task: 7, epoch: 23/30, loss: 1.8463, acc: 0.9585
(TRAINING) task: 7, epoch: 23/30, loss: 1.8452, acc: 0.9583
(TRAINING) task: 7, epoch: 23/30, loss: 1.8464, acc: 0.9594
(TRAINING) task: 7, epoch: 23/30, loss: 1.8474, acc: 0.9602
(TRAINING) task: 7, epoch: 23/30, loss: 1.8470, acc: 0.9609
(TRAINING) task: 7, epoch: 23/30, loss: 1.8462, acc: 0.9615
(TRAINING) task: 7, epoch: 23/30, loss: 1.8465, acc: 0.9612
(TRAINING) task: 7, epoch: 23/30, loss: 1.8459, acc: 0.9602
(TRAINING) task: 7, epoch: 23/30, loss: 1.8458, acc: 0.9600
(TRAINING) task: 7, epoch: 23/30, loss: 1.8469, acc: 0.9593
(TRAINING) task: 7, epoch: 23/30, loss: 1.8464, acc: 0.9583
(TRAINING) task: 7, epoch: 23/30, loss: 1.8472, acc: 0.9579
(TRAINING) task: 7, epoch: 23/30, loss: 1.8491, acc: 0.9555
(TESTING) task: 7, epoch: 23/30, loss: 1.9673, acc: 0.9375
(TESTING) task: 7, epoch: 23/30, loss: 1.9454, acc: 0.9062
(TESTING) task: 7, epoch: 23/30, loss: 1.9005, acc: 0.9167
(TESTING) task: 7, epoch: 23/30, loss: 1.8860, acc: 0.9062
(TESTING) task: 7, epoch: 23/30, loss: 1.8818, acc: 0.9250
(TESTING) task: 7, epoch: 23/30, loss: 1.8607, acc: 0.9271
(TESTING) task: 7, epoch: 23/30, loss: 1.8594, acc: 0.9286
(TESTING) task: 7, epoch: 23/30, loss: 1.8657, acc: 0.9062
(TESTING) task: 7, epoch: 23/30, loss: 1.8597, acc: 0.9167
(TESTING) task: 7, epoch: 23/30, loss: 1.8653, acc: 0.9062
(TESTING) task: 7, epoch: 23/30, loss: 1.8700, acc: 0.9034
(TESTING) task: 7, epoch: 23/30, loss: 1.8751, acc: 0.9115
(TESTING) task: 7, epoch: 23/30, loss: 1.8648, acc: 0.9183
(TESTING) task: 7, epoch: 23/30, loss: 1.8640, acc: 0.9196
(TESTING) task: 7, epoch: 23/30, loss: 1.8627, acc: 0.9167
(TESTING) task: 7, epoch: 23/30, loss: 1.8605, acc: 0.9141
(TESTING) task: 7, epoch: 23/30, loss: 1.8603, acc: 0.9191
(TESTING) task: 7, epoch: 23/30, loss: 1.8599, acc: 0.9236
(TESTING) task: 7, epoch: 23/30, loss: 1.8591, acc: 0.9276
(TESTING) task: 7, epoch: 23/30, loss: 1.8565, acc: 0.9313
(TESTING) task: 7, epoch: 23/30, loss: 1.8542, acc: 0.9345
(TESTING) task: 7, epoch: 23/30, loss: 1.8535, acc: 0.9318
(TESTING) task: 7, epoch: 23/30, loss: 1.8556, acc: 0.9321
(TESTING) task: 7, epoch: 23/30, loss: 1.8570, acc: 0.9297
(TESTING) task: 7, epoch: 23/30, loss: 1.8566, acc: 0.9325
(TESTING) task: 7, epoch: 23/30, loss: 1.8577, acc: 0.9327
(TESTING) task: 7, epoch: 23/30, loss: 1.8612, acc: 0.9306
(TESTING) task: 7, epoch: 23/30, loss: 1.8611, acc: 0.9308
(TESTING) task: 7, epoch: 23/30, loss: 1.8598, acc: 0.9332
(TESTING) task: 7, epoch: 23/30, loss: 1.8621, acc: 0.9333
(TESTING) task: 7, epoch: 23/30, loss: 1.8610, acc: 0.9355
(TESTING) task: 7, epoch: 23/30, loss: 1.8619, acc: 0.9355
(TESTING) task: 7, epoch: 23/30, loss: 1.8609, acc: 0.9375
(TESTING) task: 7, epoch: 23/30, loss: 1.8601, acc: 0.9375
(TESTING) task: 7, epoch: 23/30, loss: 1.8597, acc: 0.9357
(TESTING) task: 7, epoch: 23/30, loss: 1.8609, acc: 0.9340
(TESTING) task: 7, epoch: 23/30, loss: 1.8606, acc: 0.9341
(TESTING) task: 7, epoch: 23/30, loss: 1.8637, acc: 0.9293
(TESTING) task: 7, epoch: 23/30, loss: 1.8627, acc: 0.9311
(TESTING) task: 7, epoch: 23/30, loss: 1.8635, acc: 0.9313
(TESTING) task: 7, epoch: 23/30, loss: 1.8646, acc: 0.9299
(TESTING) task: 7, epoch: 23/30, loss: 1.8634, acc: 0.9315
(TESTING) task: 7, epoch: 23/30, loss: 1.8637, acc: 0.9302
(TESTING) task: 7, epoch: 23/30, loss: 1.8624, acc: 0.9304
(TESTING) task: 7, epoch: 23/30, loss: 1.8616, acc: 0.9306
(TESTING) task: 7, epoch: 23/30, loss: 1.8597, acc: 0.9321
(TESTING) task: 7, epoch: 23/30, loss: 1.8592, acc: 0.9335
(TESTING) task: 7, epoch: 23/30, loss: 1.8598, acc: 0.9336
(TESTING) task: 7, epoch: 23/30, loss: 1.8593, acc: 0.9349
(TESTING) task: 7, epoch: 23/30, loss: 1.8593, acc: 0.9363
(TESTING) task: 7, epoch: 23/30, loss: 1.8593, acc: 0.9363
(TESTING) task: 7, epoch: 23/30, loss: 1.8584, acc: 0.9363
(TESTING) task: 7, epoch: 23/30, loss: 1.8574, acc: 0.9363
(TESTING) task: 7, epoch: 23/30, loss: 1.8568, acc: 0.9363
(TESTING) task: 7, epoch: 23/30, loss: 1.8563, acc: 0.9352
(TESTING) task: 7, epoch: 23/30, loss: 1.8565, acc: 0.9353
(TESTING) task: 7, epoch: 23/30, loss: 1.8573, acc: 0.9353
(TESTING) task: 7, epoch: 23/30, loss: 1.8592, acc: 0.9353
(TESTING) task: 7, epoch: 23/30, loss: 1.8599, acc: 0.9354
(TESTING) task: 7, epoch: 23/30, loss: 1.8592, acc: 0.9365
(TESTING) task: 7, epoch: 23/30, loss: 1.8577, acc: 0.9355
(TESTING) task: 7, epoch: 23/30, loss: 1.8583, acc: 0.9345
(TESTING) task: 7, epoch: 23/30, loss: 1.8593, acc: 0.9355
(TRAINING) task: 7, epoch: 24/30, loss: 1.8389, acc: 0.9492
(TRAINING) task: 7, epoch: 24/30, loss: 1.8325, acc: 0.9590
(TRAINING) task: 7, epoch: 24/30, loss: 1.8371, acc: 0.9570
(TRAINING) task: 7, epoch: 24/30, loss: 1.8353, acc: 0.9600
(TRAINING) task: 7, epoch: 24/30, loss: 1.8409, acc: 0.9609
(TRAINING) task: 7, epoch: 24/30, loss: 1.8413, acc: 0.9583
(TRAINING) task: 7, epoch: 24/30, loss: 1.8405, acc: 0.9576
(TRAINING) task: 7, epoch: 24/30, loss: 1.8408, acc: 0.9575
(TRAINING) task: 7, epoch: 24/30, loss: 1.8430, acc: 0.9562
(TRAINING) task: 7, epoch: 24/30, loss: 1.8424, acc: 0.9559
(TRAINING) task: 7, epoch: 24/30, loss: 1.8437, acc: 0.9521
(TRAINING) task: 7, epoch: 24/30, loss: 1.8446, acc: 0.9525
(TRAINING) task: 7, epoch: 24/30, loss: 1.8439, acc: 0.9525
(TRAINING) task: 7, epoch: 24/30, loss: 1.8429, acc: 0.9528
(TRAINING) task: 7, epoch: 24/30, loss: 1.8422, acc: 0.9542
(TRAINING) task: 7, epoch: 24/30, loss: 1.8433, acc: 0.9543
(TRAINING) task: 7, epoch: 24/30, loss: 1.8426, acc: 0.9540
(TRAINING) task: 7, epoch: 24/30, loss: 1.8417, acc: 0.9536
(TRAINING) task: 7, epoch: 24/30, loss: 1.8411, acc: 0.9537
(TRAINING) task: 7, epoch: 24/30, loss: 1.8398, acc: 0.9553
(TESTING) task: 7, epoch: 24/30, loss: 1.8339, acc: 0.9375
(TESTING) task: 7, epoch: 24/30, loss: 1.8361, acc: 0.9375
(TESTING) task: 7, epoch: 24/30, loss: 1.8481, acc: 0.9375
(TESTING) task: 7, epoch: 24/30, loss: 1.8438, acc: 0.9375
(TESTING) task: 7, epoch: 24/30, loss: 1.8337, acc: 0.9375
(TESTING) task: 7, epoch: 24/30, loss: 1.8341, acc: 0.9375
(TESTING) task: 7, epoch: 24/30, loss: 1.8368, acc: 0.9375
(TESTING) task: 7, epoch: 24/30, loss: 1.8375, acc: 0.9375
(TESTING) task: 7, epoch: 24/30, loss: 1.8375, acc: 0.9444
(TESTING) task: 7, epoch: 24/30, loss: 1.8360, acc: 0.9500
(TESTING) task: 7, epoch: 24/30, loss: 1.8357, acc: 0.9489
(TESTING) task: 7, epoch: 24/30, loss: 1.8368, acc: 0.9479
(TESTING) task: 7, epoch: 24/30, loss: 1.8362, acc: 0.9519
(TESTING) task: 7, epoch: 24/30, loss: 1.8391, acc: 0.9509
(TESTING) task: 7, epoch: 24/30, loss: 1.8421, acc: 0.9458
(TESTING) task: 7, epoch: 24/30, loss: 1.8444, acc: 0.9492
(TESTING) task: 7, epoch: 24/30, loss: 1.8452, acc: 0.9522
(TESTING) task: 7, epoch: 24/30, loss: 1.8467, acc: 0.9549
(TESTING) task: 7, epoch: 24/30, loss: 1.8538, acc: 0.9342
(TESTING) task: 7, epoch: 24/30, loss: 1.8522, acc: 0.9313
(TESTING) task: 7, epoch: 24/30, loss: 1.8497, acc: 0.9345
(TESTING) task: 7, epoch: 24/30, loss: 1.8484, acc: 0.9375
(TESTING) task: 7, epoch: 24/30, loss: 1.8490, acc: 0.9348
(TESTING) task: 7, epoch: 24/30, loss: 1.8505, acc: 0.9323
(TESTING) task: 7, epoch: 24/30, loss: 1.8506, acc: 0.9325
(TESTING) task: 7, epoch: 24/30, loss: 1.8509, acc: 0.9303
(TESTING) task: 7, epoch: 24/30, loss: 1.8502, acc: 0.9282
(TESTING) task: 7, epoch: 24/30, loss: 1.8486, acc: 0.9286
(TESTING) task: 7, epoch: 24/30, loss: 1.8499, acc: 0.9267
(TESTING) task: 7, epoch: 24/30, loss: 1.8524, acc: 0.9271
(TESTING) task: 7, epoch: 24/30, loss: 1.8536, acc: 0.9274
(TESTING) task: 7, epoch: 24/30, loss: 1.8522, acc: 0.9277
(TESTING) task: 7, epoch: 24/30, loss: 1.8483, acc: 0.9299
(TESTING) task: 7, epoch: 24/30, loss: 1.8469, acc: 0.9320
(TESTING) task: 7, epoch: 24/30, loss: 1.8484, acc: 0.9304
(TESTING) task: 7, epoch: 24/30, loss: 1.8485, acc: 0.9323
(TESTING) task: 7, epoch: 24/30, loss: 1.8515, acc: 0.9257
(TESTING) task: 7, epoch: 24/30, loss: 1.8487, acc: 0.9276
(TESTING) task: 7, epoch: 24/30, loss: 1.8496, acc: 0.9279
(TESTING) task: 7, epoch: 24/30, loss: 1.8485, acc: 0.9297
(TESTING) task: 7, epoch: 24/30, loss: 1.8495, acc: 0.9284
(TESTING) task: 7, epoch: 24/30, loss: 1.8498, acc: 0.9301
(TESTING) task: 7, epoch: 24/30, loss: 1.8506, acc: 0.9302
(TESTING) task: 7, epoch: 24/30, loss: 1.8511, acc: 0.9304
(TESTING) task: 7, epoch: 24/30, loss: 1.8512, acc: 0.9292
(TESTING) task: 7, epoch: 24/30, loss: 1.8502, acc: 0.9307
(TESTING) task: 7, epoch: 24/30, loss: 1.8522, acc: 0.9309
(TESTING) task: 7, epoch: 24/30, loss: 1.8518, acc: 0.9297
(TESTING) task: 7, epoch: 24/30, loss: 1.8517, acc: 0.9311
(TESTING) task: 7, epoch: 24/30, loss: 1.8509, acc: 0.9313
(TESTING) task: 7, epoch: 24/30, loss: 1.8515, acc: 0.9326
(TESTING) task: 7, epoch: 24/30, loss: 1.8499, acc: 0.9315
(TESTING) task: 7, epoch: 24/30, loss: 1.8504, acc: 0.9328
(TESTING) task: 7, epoch: 24/30, loss: 1.8504, acc: 0.9340
(TESTING) task: 7, epoch: 24/30, loss: 1.8507, acc: 0.9330
(TESTING) task: 7, epoch: 24/30, loss: 1.8510, acc: 0.9342
(TESTING) task: 7, epoch: 24/30, loss: 1.8518, acc: 0.9342
(TESTING) task: 7, epoch: 24/30, loss: 1.8532, acc: 0.9332
(TESTING) task: 7, epoch: 24/30, loss: 1.8526, acc: 0.9343
(TESTING) task: 7, epoch: 24/30, loss: 1.8515, acc: 0.9354
(TESTING) task: 7, epoch: 24/30, loss: 1.8518, acc: 0.9365
(TESTING) task: 7, epoch: 24/30, loss: 1.8513, acc: 0.9365
(TESTING) task: 7, epoch: 24/30, loss: 1.8506, acc: 0.9375
(TRAINING) task: 7, epoch: 25/30, loss: 1.8441, acc: 0.9570
(TRAINING) task: 7, epoch: 25/30, loss: 1.8361, acc: 0.9570
(TRAINING) task: 7, epoch: 25/30, loss: 1.8365, acc: 0.9557
(TRAINING) task: 7, epoch: 25/30, loss: 1.8415, acc: 0.9502
(TRAINING) task: 7, epoch: 25/30, loss: 1.8385, acc: 0.9469
(TRAINING) task: 7, epoch: 25/30, loss: 1.8362, acc: 0.9538
(TRAINING) task: 7, epoch: 25/30, loss: 1.8337, acc: 0.9554
(TRAINING) task: 7, epoch: 25/30, loss: 1.8348, acc: 0.9541
(TRAINING) task: 7, epoch: 25/30, loss: 1.8351, acc: 0.9527
(TRAINING) task: 7, epoch: 25/30, loss: 1.8356, acc: 0.9531
(TRAINING) task: 7, epoch: 25/30, loss: 1.8352, acc: 0.9535
(TRAINING) task: 7, epoch: 25/30, loss: 1.8351, acc: 0.9521
(TRAINING) task: 7, epoch: 25/30, loss: 1.8354, acc: 0.9516
(TRAINING) task: 7, epoch: 25/30, loss: 1.8340, acc: 0.9523
(TRAINING) task: 7, epoch: 25/30, loss: 1.8328, acc: 0.9531
(TRAINING) task: 7, epoch: 25/30, loss: 1.8334, acc: 0.9531
(TRAINING) task: 7, epoch: 25/30, loss: 1.8323, acc: 0.9540
(TRAINING) task: 7, epoch: 25/30, loss: 1.8325, acc: 0.9533
(TRAINING) task: 7, epoch: 25/30, loss: 1.8320, acc: 0.9533
(TRAINING) task: 7, epoch: 25/30, loss: 1.8322, acc: 0.9524
(TESTING) task: 7, epoch: 25/30, loss: 1.8451, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8448, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8575, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8688, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8555, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8652, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8663, acc: 0.9107
(TESTING) task: 7, epoch: 25/30, loss: 1.8628, acc: 0.9141
(TESTING) task: 7, epoch: 25/30, loss: 1.8589, acc: 0.9167
(TESTING) task: 7, epoch: 25/30, loss: 1.8533, acc: 0.9250
(TESTING) task: 7, epoch: 25/30, loss: 1.8524, acc: 0.9261
(TESTING) task: 7, epoch: 25/30, loss: 1.8528, acc: 0.9323
(TESTING) task: 7, epoch: 25/30, loss: 1.8449, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8419, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8430, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8442, acc: 0.9336
(TESTING) task: 7, epoch: 25/30, loss: 1.8472, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8454, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8377, acc: 0.9408
(TESTING) task: 7, epoch: 25/30, loss: 1.8355, acc: 0.9437
(TESTING) task: 7, epoch: 25/30, loss: 1.8355, acc: 0.9435
(TESTING) task: 7, epoch: 25/30, loss: 1.8398, acc: 0.9460
(TESTING) task: 7, epoch: 25/30, loss: 1.8395, acc: 0.9484
(TESTING) task: 7, epoch: 25/30, loss: 1.8413, acc: 0.9453
(TESTING) task: 7, epoch: 25/30, loss: 1.8405, acc: 0.9475
(TESTING) task: 7, epoch: 25/30, loss: 1.8429, acc: 0.9423
(TESTING) task: 7, epoch: 25/30, loss: 1.8409, acc: 0.9421
(TESTING) task: 7, epoch: 25/30, loss: 1.8402, acc: 0.9442
(TESTING) task: 7, epoch: 25/30, loss: 1.8405, acc: 0.9440
(TESTING) task: 7, epoch: 25/30, loss: 1.8423, acc: 0.9437
(TESTING) task: 7, epoch: 25/30, loss: 1.8439, acc: 0.9456
(TESTING) task: 7, epoch: 25/30, loss: 1.8418, acc: 0.9453
(TESTING) task: 7, epoch: 25/30, loss: 1.8432, acc: 0.9413
(TESTING) task: 7, epoch: 25/30, loss: 1.8416, acc: 0.9412
(TESTING) task: 7, epoch: 25/30, loss: 1.8413, acc: 0.9429
(TESTING) task: 7, epoch: 25/30, loss: 1.8423, acc: 0.9427
(TESTING) task: 7, epoch: 25/30, loss: 1.8441, acc: 0.9392
(TESTING) task: 7, epoch: 25/30, loss: 1.8446, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8443, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8429, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8436, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8426, acc: 0.9390
(TESTING) task: 7, epoch: 25/30, loss: 1.8412, acc: 0.9390
(TESTING) task: 7, epoch: 25/30, loss: 1.8406, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8405, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8411, acc: 0.9361
(TESTING) task: 7, epoch: 25/30, loss: 1.8414, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8415, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8430, acc: 0.9362
(TESTING) task: 7, epoch: 25/30, loss: 1.8434, acc: 0.9363
(TESTING) task: 7, epoch: 25/30, loss: 1.8409, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8402, acc: 0.9387
(TESTING) task: 7, epoch: 25/30, loss: 1.8391, acc: 0.9387
(TESTING) task: 7, epoch: 25/30, loss: 1.8397, acc: 0.9387
(TESTING) task: 7, epoch: 25/30, loss: 1.8400, acc: 0.9386
(TESTING) task: 7, epoch: 25/30, loss: 1.8402, acc: 0.9397
(TESTING) task: 7, epoch: 25/30, loss: 1.8412, acc: 0.9386
(TESTING) task: 7, epoch: 25/30, loss: 1.8411, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8397, acc: 0.9386
(TESTING) task: 7, epoch: 25/30, loss: 1.8407, acc: 0.9375
(TESTING) task: 7, epoch: 25/30, loss: 1.8409, acc: 0.9385
(TESTING) task: 7, epoch: 25/30, loss: 1.8415, acc: 0.9385
(TESTING) task: 7, epoch: 25/30, loss: 1.8419, acc: 0.9395
(TRAINING) task: 7, epoch: 26/30, loss: 1.8290, acc: 0.9766
(TRAINING) task: 7, epoch: 26/30, loss: 1.8276, acc: 0.9668
(TRAINING) task: 7, epoch: 26/30, loss: 1.8232, acc: 0.9674
(TRAINING) task: 7, epoch: 26/30, loss: 1.8213, acc: 0.9648
(TRAINING) task: 7, epoch: 26/30, loss: 1.8203, acc: 0.9633
(TRAINING) task: 7, epoch: 26/30, loss: 1.8187, acc: 0.9655
(TRAINING) task: 7, epoch: 26/30, loss: 1.8190, acc: 0.9643
(TRAINING) task: 7, epoch: 26/30, loss: 1.8192, acc: 0.9634
(TRAINING) task: 7, epoch: 26/30, loss: 1.8213, acc: 0.9635
(TRAINING) task: 7, epoch: 26/30, loss: 1.8189, acc: 0.9637
(TRAINING) task: 7, epoch: 26/30, loss: 1.8202, acc: 0.9620
(TRAINING) task: 7, epoch: 26/30, loss: 1.8203, acc: 0.9609
(TRAINING) task: 7, epoch: 26/30, loss: 1.8200, acc: 0.9600
(TRAINING) task: 7, epoch: 26/30, loss: 1.8192, acc: 0.9604
(TRAINING) task: 7, epoch: 26/30, loss: 1.8188, acc: 0.9599
(TRAINING) task: 7, epoch: 26/30, loss: 1.8186, acc: 0.9604
(TRAINING) task: 7, epoch: 26/30, loss: 1.8209, acc: 0.9575
(TRAINING) task: 7, epoch: 26/30, loss: 1.8215, acc: 0.9555
(TRAINING) task: 7, epoch: 26/30, loss: 1.8217, acc: 0.9544
(TRAINING) task: 7, epoch: 26/30, loss: 1.8222, acc: 0.9530
(TESTING) task: 7, epoch: 26/30, loss: 1.7772, acc: 1.0000
(TESTING) task: 7, epoch: 26/30, loss: 1.7939, acc: 0.9375
(TESTING) task: 7, epoch: 26/30, loss: 1.8107, acc: 0.9375
(TESTING) task: 7, epoch: 26/30, loss: 1.8388, acc: 0.9062
(TESTING) task: 7, epoch: 26/30, loss: 1.8402, acc: 0.9000
(TESTING) task: 7, epoch: 26/30, loss: 1.8424, acc: 0.8854
(TESTING) task: 7, epoch: 26/30, loss: 1.8269, acc: 0.9018
(TESTING) task: 7, epoch: 26/30, loss: 1.8370, acc: 0.9062
(TESTING) task: 7, epoch: 26/30, loss: 1.8457, acc: 0.9028
(TESTING) task: 7, epoch: 26/30, loss: 1.8441, acc: 0.9000
(TESTING) task: 7, epoch: 26/30, loss: 1.8450, acc: 0.9034
(TESTING) task: 7, epoch: 26/30, loss: 1.8481, acc: 0.8958
(TESTING) task: 7, epoch: 26/30, loss: 1.8514, acc: 0.8942
(TESTING) task: 7, epoch: 26/30, loss: 1.8492, acc: 0.9018
(TESTING) task: 7, epoch: 26/30, loss: 1.8523, acc: 0.8917
(TESTING) task: 7, epoch: 26/30, loss: 1.8468, acc: 0.8945
(TESTING) task: 7, epoch: 26/30, loss: 1.8481, acc: 0.8934
(TESTING) task: 7, epoch: 26/30, loss: 1.8432, acc: 0.8993
(TESTING) task: 7, epoch: 26/30, loss: 1.8418, acc: 0.9013
(TESTING) task: 7, epoch: 26/30, loss: 1.8452, acc: 0.9000
(TESTING) task: 7, epoch: 26/30, loss: 1.8427, acc: 0.9048
(TESTING) task: 7, epoch: 26/30, loss: 1.8435, acc: 0.9091
(TESTING) task: 7, epoch: 26/30, loss: 1.8437, acc: 0.9103
(TESTING) task: 7, epoch: 26/30, loss: 1.8440, acc: 0.9141
(TESTING) task: 7, epoch: 26/30, loss: 1.8443, acc: 0.9125
(TESTING) task: 7, epoch: 26/30, loss: 1.8444, acc: 0.9135
(TESTING) task: 7, epoch: 26/30, loss: 1.8422, acc: 0.9167
(TESTING) task: 7, epoch: 26/30, loss: 1.8435, acc: 0.9129
(TESTING) task: 7, epoch: 26/30, loss: 1.8433, acc: 0.9159
(TESTING) task: 7, epoch: 26/30, loss: 1.8394, acc: 0.9187
(TESTING) task: 7, epoch: 26/30, loss: 1.8377, acc: 0.9194
(TESTING) task: 7, epoch: 26/30, loss: 1.8401, acc: 0.9160
(TESTING) task: 7, epoch: 26/30, loss: 1.8399, acc: 0.9186
(TESTING) task: 7, epoch: 26/30, loss: 1.8397, acc: 0.9191
(TESTING) task: 7, epoch: 26/30, loss: 1.8370, acc: 0.9214
(TESTING) task: 7, epoch: 26/30, loss: 1.8363, acc: 0.9219
(TESTING) task: 7, epoch: 26/30, loss: 1.8351, acc: 0.9240
(TESTING) task: 7, epoch: 26/30, loss: 1.8356, acc: 0.9243
(TESTING) task: 7, epoch: 26/30, loss: 1.8365, acc: 0.9247
(TESTING) task: 7, epoch: 26/30, loss: 1.8331, acc: 0.9266
(TESTING) task: 7, epoch: 26/30, loss: 1.8319, acc: 0.9268
(TESTING) task: 7, epoch: 26/30, loss: 1.8321, acc: 0.9286
(TESTING) task: 7, epoch: 26/30, loss: 1.8315, acc: 0.9288
(TESTING) task: 7, epoch: 26/30, loss: 1.8322, acc: 0.9276
(TESTING) task: 7, epoch: 26/30, loss: 1.8309, acc: 0.9278
(TESTING) task: 7, epoch: 26/30, loss: 1.8313, acc: 0.9293
(TESTING) task: 7, epoch: 26/30, loss: 1.8302, acc: 0.9309
(TESTING) task: 7, epoch: 26/30, loss: 1.8300, acc: 0.9323
(TESTING) task: 7, epoch: 26/30, loss: 1.8290, acc: 0.9337
(TESTING) task: 7, epoch: 26/30, loss: 1.8294, acc: 0.9337
(TESTING) task: 7, epoch: 26/30, loss: 1.8301, acc: 0.9338
(TESTING) task: 7, epoch: 26/30, loss: 1.8301, acc: 0.9339
(TESTING) task: 7, epoch: 26/30, loss: 1.8315, acc: 0.9316
(TESTING) task: 7, epoch: 26/30, loss: 1.8311, acc: 0.9317
(TESTING) task: 7, epoch: 26/30, loss: 1.8308, acc: 0.9330
(TESTING) task: 7, epoch: 26/30, loss: 1.8317, acc: 0.9342
(TESTING) task: 7, epoch: 26/30, loss: 1.8324, acc: 0.9320
(TESTING) task: 7, epoch: 26/30, loss: 1.8316, acc: 0.9332
(TESTING) task: 7, epoch: 26/30, loss: 1.8307, acc: 0.9343
(TESTING) task: 7, epoch: 26/30, loss: 1.8314, acc: 0.9333
(TESTING) task: 7, epoch: 26/30, loss: 1.8313, acc: 0.9334
(TESTING) task: 7, epoch: 26/30, loss: 1.8327, acc: 0.9315
(TESTING) task: 7, epoch: 26/30, loss: 1.8323, acc: 0.9325
(TRAINING) task: 7, epoch: 27/30, loss: 1.8272, acc: 0.9648
(TRAINING) task: 7, epoch: 27/30, loss: 1.8207, acc: 0.9492
(TRAINING) task: 7, epoch: 27/30, loss: 1.8228, acc: 0.9518
(TRAINING) task: 7, epoch: 27/30, loss: 1.8194, acc: 0.9570
(TRAINING) task: 7, epoch: 27/30, loss: 1.8202, acc: 0.9516
(TRAINING) task: 7, epoch: 27/30, loss: 1.8179, acc: 0.9505
(TRAINING) task: 7, epoch: 27/30, loss: 1.8159, acc: 0.9509
(TRAINING) task: 7, epoch: 27/30, loss: 1.8166, acc: 0.9492
(TRAINING) task: 7, epoch: 27/30, loss: 1.8163, acc: 0.9514
(TRAINING) task: 7, epoch: 27/30, loss: 1.8155, acc: 0.9523
(TRAINING) task: 7, epoch: 27/30, loss: 1.8164, acc: 0.9510
(TRAINING) task: 7, epoch: 27/30, loss: 1.8149, acc: 0.9528
(TRAINING) task: 7, epoch: 27/30, loss: 1.8146, acc: 0.9528
(TRAINING) task: 7, epoch: 27/30, loss: 1.8140, acc: 0.9537
(TRAINING) task: 7, epoch: 27/30, loss: 1.8138, acc: 0.9539
(TRAINING) task: 7, epoch: 27/30, loss: 1.8141, acc: 0.9543
(TRAINING) task: 7, epoch: 27/30, loss: 1.8139, acc: 0.9538
(TRAINING) task: 7, epoch: 27/30, loss: 1.8142, acc: 0.9531
(TRAINING) task: 7, epoch: 27/30, loss: 1.8125, acc: 0.9542
(TRAINING) task: 7, epoch: 27/30, loss: 1.8108, acc: 0.9542
(TESTING) task: 7, epoch: 27/30, loss: 1.7538, acc: 1.0000
(TESTING) task: 7, epoch: 27/30, loss: 1.7546, acc: 1.0000
(TESTING) task: 7, epoch: 27/30, loss: 1.7697, acc: 1.0000
(TESTING) task: 7, epoch: 27/30, loss: 1.7682, acc: 1.0000
(TESTING) task: 7, epoch: 27/30, loss: 1.7834, acc: 0.9875
(TESTING) task: 7, epoch: 27/30, loss: 1.7942, acc: 0.9896
(TESTING) task: 7, epoch: 27/30, loss: 1.7953, acc: 0.9821
(TESTING) task: 7, epoch: 27/30, loss: 1.8041, acc: 0.9688
(TESTING) task: 7, epoch: 27/30, loss: 1.8054, acc: 0.9583
(TESTING) task: 7, epoch: 27/30, loss: 1.8100, acc: 0.9625
(TESTING) task: 7, epoch: 27/30, loss: 1.8135, acc: 0.9545
(TESTING) task: 7, epoch: 27/30, loss: 1.8238, acc: 0.9427
(TESTING) task: 7, epoch: 27/30, loss: 1.8322, acc: 0.9279
(TESTING) task: 7, epoch: 27/30, loss: 1.8259, acc: 0.9330
(TESTING) task: 7, epoch: 27/30, loss: 1.8236, acc: 0.9333
(TESTING) task: 7, epoch: 27/30, loss: 1.8241, acc: 0.9375
(TESTING) task: 7, epoch: 27/30, loss: 1.8277, acc: 0.9301
(TESTING) task: 7, epoch: 27/30, loss: 1.8289, acc: 0.9236
(TESTING) task: 7, epoch: 27/30, loss: 1.8271, acc: 0.9243
(TESTING) task: 7, epoch: 27/30, loss: 1.8269, acc: 0.9281
(TESTING) task: 7, epoch: 27/30, loss: 1.8254, acc: 0.9286
(TESTING) task: 7, epoch: 27/30, loss: 1.8258, acc: 0.9261
(TESTING) task: 7, epoch: 27/30, loss: 1.8237, acc: 0.9293
(TESTING) task: 7, epoch: 27/30, loss: 1.8267, acc: 0.9297
(TESTING) task: 7, epoch: 27/30, loss: 1.8281, acc: 0.9275
(TESTING) task: 7, epoch: 27/30, loss: 1.8297, acc: 0.9255
(TESTING) task: 7, epoch: 27/30, loss: 1.8305, acc: 0.9213
(TESTING) task: 7, epoch: 27/30, loss: 1.8296, acc: 0.9219
(TESTING) task: 7, epoch: 27/30, loss: 1.8308, acc: 0.9246
(TESTING) task: 7, epoch: 27/30, loss: 1.8302, acc: 0.9229
(TESTING) task: 7, epoch: 27/30, loss: 1.8299, acc: 0.9214
(TESTING) task: 7, epoch: 27/30, loss: 1.8273, acc: 0.9238
(TESTING) task: 7, epoch: 27/30, loss: 1.8271, acc: 0.9242
(TESTING) task: 7, epoch: 27/30, loss: 1.8276, acc: 0.9246
(TESTING) task: 7, epoch: 27/30, loss: 1.8304, acc: 0.9214
(TESTING) task: 7, epoch: 27/30, loss: 1.8293, acc: 0.9236
(TESTING) task: 7, epoch: 27/30, loss: 1.8285, acc: 0.9240
(TESTING) task: 7, epoch: 27/30, loss: 1.8273, acc: 0.9260
(TESTING) task: 7, epoch: 27/30, loss: 1.8247, acc: 0.9279
(TESTING) task: 7, epoch: 27/30, loss: 1.8242, acc: 0.9297
(TESTING) task: 7, epoch: 27/30, loss: 1.8242, acc: 0.9299
(TESTING) task: 7, epoch: 27/30, loss: 1.8249, acc: 0.9286
(TESTING) task: 7, epoch: 27/30, loss: 1.8249, acc: 0.9288
(TESTING) task: 7, epoch: 27/30, loss: 1.8235, acc: 0.9304
(TESTING) task: 7, epoch: 27/30, loss: 1.8235, acc: 0.9306
(TESTING) task: 7, epoch: 27/30, loss: 1.8224, acc: 0.9307
(TESTING) task: 7, epoch: 27/30, loss: 1.8215, acc: 0.9322
(TESTING) task: 7, epoch: 27/30, loss: 1.8221, acc: 0.9310
(TESTING) task: 7, epoch: 27/30, loss: 1.8230, acc: 0.9324
(TESTING) task: 7, epoch: 27/30, loss: 1.8231, acc: 0.9337
(TESTING) task: 7, epoch: 27/30, loss: 1.8231, acc: 0.9338
(TESTING) task: 7, epoch: 27/30, loss: 1.8229, acc: 0.9351
(TESTING) task: 7, epoch: 27/30, loss: 1.8223, acc: 0.9363
(TESTING) task: 7, epoch: 27/30, loss: 1.8228, acc: 0.9363
(TESTING) task: 7, epoch: 27/30, loss: 1.8214, acc: 0.9375
(TESTING) task: 7, epoch: 27/30, loss: 1.8203, acc: 0.9386
(TESTING) task: 7, epoch: 27/30, loss: 1.8198, acc: 0.9386
(TESTING) task: 7, epoch: 27/30, loss: 1.8207, acc: 0.9397
(TESTING) task: 7, epoch: 27/30, loss: 1.8202, acc: 0.9407
(TESTING) task: 7, epoch: 27/30, loss: 1.8207, acc: 0.9396
(TESTING) task: 7, epoch: 27/30, loss: 1.8201, acc: 0.9395
(TESTING) task: 7, epoch: 27/30, loss: 1.8211, acc: 0.9395
(TESTING) task: 7, epoch: 27/30, loss: 1.8221, acc: 0.9405
(TRAINING) task: 7, epoch: 28/30, loss: 1.8167, acc: 0.9453
(TRAINING) task: 7, epoch: 28/30, loss: 1.7999, acc: 0.9531
(TRAINING) task: 7, epoch: 28/30, loss: 1.8019, acc: 0.9570
(TRAINING) task: 7, epoch: 28/30, loss: 1.8027, acc: 0.9580
(TRAINING) task: 7, epoch: 28/30, loss: 1.8049, acc: 0.9570
(TRAINING) task: 7, epoch: 28/30, loss: 1.8071, acc: 0.9551
(TRAINING) task: 7, epoch: 28/30, loss: 1.8084, acc: 0.9531
(TRAINING) task: 7, epoch: 28/30, loss: 1.8063, acc: 0.9551
(TRAINING) task: 7, epoch: 28/30, loss: 1.8066, acc: 0.9566
(TRAINING) task: 7, epoch: 28/30, loss: 1.8058, acc: 0.9559
(TRAINING) task: 7, epoch: 28/30, loss: 1.8045, acc: 0.9563
(TRAINING) task: 7, epoch: 28/30, loss: 1.8035, acc: 0.9567
(TRAINING) task: 7, epoch: 28/30, loss: 1.8036, acc: 0.9567
(TRAINING) task: 7, epoch: 28/30, loss: 1.8034, acc: 0.9559
(TRAINING) task: 7, epoch: 28/30, loss: 1.8019, acc: 0.9576
(TRAINING) task: 7, epoch: 28/30, loss: 1.8024, acc: 0.9575
(TRAINING) task: 7, epoch: 28/30, loss: 1.8018, acc: 0.9573
(TRAINING) task: 7, epoch: 28/30, loss: 1.8016, acc: 0.9581
(TRAINING) task: 7, epoch: 28/30, loss: 1.8007, acc: 0.9591
(TRAINING) task: 7, epoch: 28/30, loss: 1.8011, acc: 0.9582
(TESTING) task: 7, epoch: 28/30, loss: 1.7558, acc: 0.9375
(TESTING) task: 7, epoch: 28/30, loss: 1.7832, acc: 0.9062
(TESTING) task: 7, epoch: 28/30, loss: 1.8047, acc: 0.9167
(TESTING) task: 7, epoch: 28/30, loss: 1.8056, acc: 0.9375
(TESTING) task: 7, epoch: 28/30, loss: 1.7952, acc: 0.9500
(TESTING) task: 7, epoch: 28/30, loss: 1.7991, acc: 0.9583
(TESTING) task: 7, epoch: 28/30, loss: 1.8057, acc: 0.9643
(TESTING) task: 7, epoch: 28/30, loss: 1.8014, acc: 0.9688
(TESTING) task: 7, epoch: 28/30, loss: 1.8084, acc: 0.9653
(TESTING) task: 7, epoch: 28/30, loss: 1.8056, acc: 0.9688
(TESTING) task: 7, epoch: 28/30, loss: 1.8070, acc: 0.9659
(TESTING) task: 7, epoch: 28/30, loss: 1.8069, acc: 0.9635
(TESTING) task: 7, epoch: 28/30, loss: 1.8088, acc: 0.9615
(TESTING) task: 7, epoch: 28/30, loss: 1.8050, acc: 0.9598
(TESTING) task: 7, epoch: 28/30, loss: 1.8052, acc: 0.9625
(TESTING) task: 7, epoch: 28/30, loss: 1.8091, acc: 0.9570
(TESTING) task: 7, epoch: 28/30, loss: 1.8087, acc: 0.9559
(TESTING) task: 7, epoch: 28/30, loss: 1.8072, acc: 0.9583
(TESTING) task: 7, epoch: 28/30, loss: 1.8079, acc: 0.9605
(TESTING) task: 7, epoch: 28/30, loss: 1.8100, acc: 0.9594
(TESTING) task: 7, epoch: 28/30, loss: 1.8128, acc: 0.9554
(TESTING) task: 7, epoch: 28/30, loss: 1.8125, acc: 0.9517
(TESTING) task: 7, epoch: 28/30, loss: 1.8127, acc: 0.9538
(TESTING) task: 7, epoch: 28/30, loss: 1.8126, acc: 0.9531
(TESTING) task: 7, epoch: 28/30, loss: 1.8133, acc: 0.9550
(TESTING) task: 7, epoch: 28/30, loss: 1.8118, acc: 0.9543
(TESTING) task: 7, epoch: 28/30, loss: 1.8144, acc: 0.9514
(TESTING) task: 7, epoch: 28/30, loss: 1.8147, acc: 0.9509
(TESTING) task: 7, epoch: 28/30, loss: 1.8133, acc: 0.9526
(TESTING) task: 7, epoch: 28/30, loss: 1.8125, acc: 0.9521
(TESTING) task: 7, epoch: 28/30, loss: 1.8128, acc: 0.9496
(TESTING) task: 7, epoch: 28/30, loss: 1.8152, acc: 0.9473
(TESTING) task: 7, epoch: 28/30, loss: 1.8190, acc: 0.9470
(TESTING) task: 7, epoch: 28/30, loss: 1.8155, acc: 0.9467
(TESTING) task: 7, epoch: 28/30, loss: 1.8160, acc: 0.9446
(TESTING) task: 7, epoch: 28/30, loss: 1.8143, acc: 0.9462
(TESTING) task: 7, epoch: 28/30, loss: 1.8132, acc: 0.9459
(TESTING) task: 7, epoch: 28/30, loss: 1.8121, acc: 0.9474
(TESTING) task: 7, epoch: 28/30, loss: 1.8104, acc: 0.9471
(TESTING) task: 7, epoch: 28/30, loss: 1.8101, acc: 0.9469
(TESTING) task: 7, epoch: 28/30, loss: 1.8104, acc: 0.9466
(TESTING) task: 7, epoch: 28/30, loss: 1.8099, acc: 0.9479
(TESTING) task: 7, epoch: 28/30, loss: 1.8095, acc: 0.9477
(TESTING) task: 7, epoch: 28/30, loss: 1.8089, acc: 0.9489
(TESTING) task: 7, epoch: 28/30, loss: 1.8091, acc: 0.9500
(TESTING) task: 7, epoch: 28/30, loss: 1.8093, acc: 0.9497
(TESTING) task: 7, epoch: 28/30, loss: 1.8089, acc: 0.9508
(TESTING) task: 7, epoch: 28/30, loss: 1.8083, acc: 0.9518
(TESTING) task: 7, epoch: 28/30, loss: 1.8079, acc: 0.9528
(TESTING) task: 7, epoch: 28/30, loss: 1.8075, acc: 0.9537
(TESTING) task: 7, epoch: 28/30, loss: 1.8082, acc: 0.9522
(TESTING) task: 7, epoch: 28/30, loss: 1.8076, acc: 0.9519
(TESTING) task: 7, epoch: 28/30, loss: 1.8081, acc: 0.9517
(TESTING) task: 7, epoch: 28/30, loss: 1.8094, acc: 0.9502
(TESTING) task: 7, epoch: 28/30, loss: 1.8106, acc: 0.9500
(TESTING) task: 7, epoch: 28/30, loss: 1.8099, acc: 0.9509
(TESTING) task: 7, epoch: 28/30, loss: 1.8107, acc: 0.9507
(TESTING) task: 7, epoch: 28/30, loss: 1.8113, acc: 0.9494
(TESTING) task: 7, epoch: 28/30, loss: 1.8110, acc: 0.9502
(TESTING) task: 7, epoch: 28/30, loss: 1.8093, acc: 0.9510
(TESTING) task: 7, epoch: 28/30, loss: 1.8109, acc: 0.9498
(TESTING) task: 7, epoch: 28/30, loss: 1.8113, acc: 0.9496
(TESTING) task: 7, epoch: 28/30, loss: 1.8131, acc: 0.9484
(TRAINING) task: 7, epoch: 29/30, loss: 1.8010, acc: 0.9688
(TRAINING) task: 7, epoch: 29/30, loss: 1.8036, acc: 0.9668
(TRAINING) task: 7, epoch: 29/30, loss: 1.8002, acc: 0.9596
(TRAINING) task: 7, epoch: 29/30, loss: 1.7983, acc: 0.9561
(TRAINING) task: 7, epoch: 29/30, loss: 1.7954, acc: 0.9602
(TRAINING) task: 7, epoch: 29/30, loss: 1.7931, acc: 0.9583
(TRAINING) task: 7, epoch: 29/30, loss: 1.7918, acc: 0.9598
(TRAINING) task: 7, epoch: 29/30, loss: 1.7948, acc: 0.9585
(TRAINING) task: 7, epoch: 29/30, loss: 1.7941, acc: 0.9605
(TRAINING) task: 7, epoch: 29/30, loss: 1.7931, acc: 0.9605
(TRAINING) task: 7, epoch: 29/30, loss: 1.7927, acc: 0.9620
(TRAINING) task: 7, epoch: 29/30, loss: 1.7939, acc: 0.9622
(TRAINING) task: 7, epoch: 29/30, loss: 1.7953, acc: 0.9615
(TRAINING) task: 7, epoch: 29/30, loss: 1.7968, acc: 0.9590
(TRAINING) task: 7, epoch: 29/30, loss: 1.7965, acc: 0.9599
(TRAINING) task: 7, epoch: 29/30, loss: 1.7960, acc: 0.9597
(TRAINING) task: 7, epoch: 29/30, loss: 1.7953, acc: 0.9598
(TRAINING) task: 7, epoch: 29/30, loss: 1.7952, acc: 0.9596
(TRAINING) task: 7, epoch: 29/30, loss: 1.7945, acc: 0.9605
(TRAINING) task: 7, epoch: 29/30, loss: 1.7947, acc: 0.9603
(TESTING) task: 7, epoch: 29/30, loss: 1.7983, acc: 1.0000
(TESTING) task: 7, epoch: 29/30, loss: 1.8044, acc: 0.9375
(TESTING) task: 7, epoch: 29/30, loss: 1.7989, acc: 0.9583
(TESTING) task: 7, epoch: 29/30, loss: 1.7963, acc: 0.9531
(TESTING) task: 7, epoch: 29/30, loss: 1.7956, acc: 0.9500
(TESTING) task: 7, epoch: 29/30, loss: 1.7994, acc: 0.9271
(TESTING) task: 7, epoch: 29/30, loss: 1.7903, acc: 0.9375
(TESTING) task: 7, epoch: 29/30, loss: 1.7893, acc: 0.9453
(TESTING) task: 7, epoch: 29/30, loss: 1.7978, acc: 0.9444
(TESTING) task: 7, epoch: 29/30, loss: 1.8013, acc: 0.9437
(TESTING) task: 7, epoch: 29/30, loss: 1.7998, acc: 0.9432
(TESTING) task: 7, epoch: 29/30, loss: 1.7944, acc: 0.9479
(TESTING) task: 7, epoch: 29/30, loss: 1.7953, acc: 0.9423
(TESTING) task: 7, epoch: 29/30, loss: 1.7919, acc: 0.9464
(TESTING) task: 7, epoch: 29/30, loss: 1.7941, acc: 0.9458
(TESTING) task: 7, epoch: 29/30, loss: 1.7950, acc: 0.9453
(TESTING) task: 7, epoch: 29/30, loss: 1.7953, acc: 0.9449
(TESTING) task: 7, epoch: 29/30, loss: 1.7952, acc: 0.9410
(TESTING) task: 7, epoch: 29/30, loss: 1.7941, acc: 0.9441
(TESTING) task: 7, epoch: 29/30, loss: 1.7922, acc: 0.9469
(TESTING) task: 7, epoch: 29/30, loss: 1.7943, acc: 0.9464
(TESTING) task: 7, epoch: 29/30, loss: 1.7916, acc: 0.9489
(TESTING) task: 7, epoch: 29/30, loss: 1.7890, acc: 0.9511
(TESTING) task: 7, epoch: 29/30, loss: 1.7911, acc: 0.9505
(TESTING) task: 7, epoch: 29/30, loss: 1.7944, acc: 0.9475
(TESTING) task: 7, epoch: 29/30, loss: 1.7946, acc: 0.9471
(TESTING) task: 7, epoch: 29/30, loss: 1.7961, acc: 0.9491
(TESTING) task: 7, epoch: 29/30, loss: 1.7959, acc: 0.9487
(TESTING) task: 7, epoch: 29/30, loss: 1.7953, acc: 0.9483
(TESTING) task: 7, epoch: 29/30, loss: 1.7965, acc: 0.9500
(TESTING) task: 7, epoch: 29/30, loss: 1.7984, acc: 0.9496
(TESTING) task: 7, epoch: 29/30, loss: 1.7986, acc: 0.9492
(TESTING) task: 7, epoch: 29/30, loss: 1.8001, acc: 0.9489
(TESTING) task: 7, epoch: 29/30, loss: 1.8008, acc: 0.9485
(TESTING) task: 7, epoch: 29/30, loss: 1.8015, acc: 0.9500
(TESTING) task: 7, epoch: 29/30, loss: 1.8023, acc: 0.9479
(TESTING) task: 7, epoch: 29/30, loss: 1.8003, acc: 0.9493
(TESTING) task: 7, epoch: 29/30, loss: 1.8007, acc: 0.9507
(TESTING) task: 7, epoch: 29/30, loss: 1.8025, acc: 0.9503
(TESTING) task: 7, epoch: 29/30, loss: 1.8015, acc: 0.9516
(TESTING) task: 7, epoch: 29/30, loss: 1.8022, acc: 0.9527
(TESTING) task: 7, epoch: 29/30, loss: 1.8002, acc: 0.9524
(TESTING) task: 7, epoch: 29/30, loss: 1.8005, acc: 0.9535
(TESTING) task: 7, epoch: 29/30, loss: 1.8005, acc: 0.9545
(TESTING) task: 7, epoch: 29/30, loss: 1.8001, acc: 0.9556
(TESTING) task: 7, epoch: 29/30, loss: 1.8014, acc: 0.9524
(TESTING) task: 7, epoch: 29/30, loss: 1.8018, acc: 0.9535
(TESTING) task: 7, epoch: 29/30, loss: 1.8022, acc: 0.9531
(TESTING) task: 7, epoch: 29/30, loss: 1.8045, acc: 0.9503
(TESTING) task: 7, epoch: 29/30, loss: 1.8049, acc: 0.9487
(TESTING) task: 7, epoch: 29/30, loss: 1.8051, acc: 0.9498
(TESTING) task: 7, epoch: 29/30, loss: 1.8043, acc: 0.9507
(TESTING) task: 7, epoch: 29/30, loss: 1.8038, acc: 0.9517
(TESTING) task: 7, epoch: 29/30, loss: 1.8030, acc: 0.9502
(TESTING) task: 7, epoch: 29/30, loss: 1.8032, acc: 0.9500
(TESTING) task: 7, epoch: 29/30, loss: 1.8040, acc: 0.9475
(TESTING) task: 7, epoch: 29/30, loss: 1.8058, acc: 0.9463
(TESTING) task: 7, epoch: 29/30, loss: 1.8073, acc: 0.9461
(TESTING) task: 7, epoch: 29/30, loss: 1.8086, acc: 0.9449
(TESTING) task: 7, epoch: 29/30, loss: 1.8090, acc: 0.9437
(TESTING) task: 7, epoch: 29/30, loss: 1.8093, acc: 0.9436
(TESTING) task: 7, epoch: 29/30, loss: 1.8091, acc: 0.9435
(TESTING) task: 7, epoch: 29/30, loss: 1.8087, acc: 0.9425
#params=56074
(TRAINING) task: 8, epoch: 0/30, loss: 2.3037, acc: 0.0820
(TRAINING) task: 8, epoch: 0/30, loss: 2.3041, acc: 0.0801
(TRAINING) task: 8, epoch: 0/30, loss: 2.3040, acc: 0.0768
(TRAINING) task: 8, epoch: 0/30, loss: 2.3039, acc: 0.0752
(TRAINING) task: 8, epoch: 0/30, loss: 2.3043, acc: 0.0719
(TRAINING) task: 8, epoch: 0/30, loss: 2.3043, acc: 0.0723
(TRAINING) task: 8, epoch: 0/30, loss: 2.3043, acc: 0.0787
(TRAINING) task: 8, epoch: 0/30, loss: 2.3042, acc: 0.0811
(TRAINING) task: 8, epoch: 0/30, loss: 2.3042, acc: 0.0825
(TRAINING) task: 8, epoch: 0/30, loss: 2.3039, acc: 0.0832
(TRAINING) task: 8, epoch: 0/30, loss: 2.3039, acc: 0.0842
(TRAINING) task: 8, epoch: 0/30, loss: 2.3037, acc: 0.0859
(TRAINING) task: 8, epoch: 0/30, loss: 2.3035, acc: 0.0880
(TRAINING) task: 8, epoch: 0/30, loss: 2.3036, acc: 0.0865
(TRAINING) task: 8, epoch: 0/30, loss: 2.3034, acc: 0.0885
(TRAINING) task: 8, epoch: 0/30, loss: 2.3033, acc: 0.0894
(TRAINING) task: 8, epoch: 0/30, loss: 2.3032, acc: 0.0887
(TRAINING) task: 8, epoch: 0/30, loss: 2.3031, acc: 0.0888
(TRAINING) task: 8, epoch: 0/30, loss: 2.3031, acc: 0.0882
(TRAINING) task: 8, epoch: 0/30, loss: 2.3030, acc: 0.0886
(TESTING) task: 8, epoch: 0/30, loss: 2.3016, acc: 0.1250
(TESTING) task: 8, epoch: 0/30, loss: 2.2964, acc: 0.1562
(TESTING) task: 8, epoch: 0/30, loss: 2.2942, acc: 0.1875
(TESTING) task: 8, epoch: 0/30, loss: 2.2964, acc: 0.1562
(TESTING) task: 8, epoch: 0/30, loss: 2.2982, acc: 0.1375
(TESTING) task: 8, epoch: 0/30, loss: 2.2985, acc: 0.1354
(TESTING) task: 8, epoch: 0/30, loss: 2.2989, acc: 0.1339
(TESTING) task: 8, epoch: 0/30, loss: 2.2992, acc: 0.1172
(TESTING) task: 8, epoch: 0/30, loss: 2.2991, acc: 0.1111
(TESTING) task: 8, epoch: 0/30, loss: 2.2990, acc: 0.1125
(TESTING) task: 8, epoch: 0/30, loss: 2.2991, acc: 0.1193
(TESTING) task: 8, epoch: 0/30, loss: 2.2987, acc: 0.1250
(TESTING) task: 8, epoch: 0/30, loss: 2.2986, acc: 0.1250
(TESTING) task: 8, epoch: 0/30, loss: 2.2981, acc: 0.1295
(TESTING) task: 8, epoch: 0/30, loss: 2.2978, acc: 0.1333
(TESTING) task: 8, epoch: 0/30, loss: 2.2980, acc: 0.1328
(TESTING) task: 8, epoch: 0/30, loss: 2.2986, acc: 0.1250
(TESTING) task: 8, epoch: 0/30, loss: 2.2985, acc: 0.1215
(TESTING) task: 8, epoch: 0/30, loss: 2.2986, acc: 0.1184
(TESTING) task: 8, epoch: 0/30, loss: 2.2988, acc: 0.1187
(TESTING) task: 8, epoch: 0/30, loss: 2.2988, acc: 0.1190
(TESTING) task: 8, epoch: 0/30, loss: 2.2987, acc: 0.1193
(TESTING) task: 8, epoch: 0/30, loss: 2.2989, acc: 0.1168
(TESTING) task: 8, epoch: 0/30, loss: 2.2988, acc: 0.1172
(TESTING) task: 8, epoch: 0/30, loss: 2.2991, acc: 0.1125
(TESTING) task: 8, epoch: 0/30, loss: 2.2993, acc: 0.1106
(TESTING) task: 8, epoch: 0/30, loss: 2.2993, acc: 0.1134
(TESTING) task: 8, epoch: 0/30, loss: 2.2994, acc: 0.1116
(TESTING) task: 8, epoch: 0/30, loss: 2.2991, acc: 0.1164
(TESTING) task: 8, epoch: 0/30, loss: 2.2993, acc: 0.1146
(TESTING) task: 8, epoch: 0/30, loss: 2.2994, acc: 0.1169
(TESTING) task: 8, epoch: 0/30, loss: 2.2996, acc: 0.1133
(TESTING) task: 8, epoch: 0/30, loss: 2.2997, acc: 0.1117
(TESTING) task: 8, epoch: 0/30, loss: 2.2995, acc: 0.1121
(TESTING) task: 8, epoch: 0/30, loss: 2.2994, acc: 0.1107
(TESTING) task: 8, epoch: 0/30, loss: 2.2994, acc: 0.1094
(TESTING) task: 8, epoch: 0/30, loss: 2.2993, acc: 0.1081
(TESTING) task: 8, epoch: 0/30, loss: 2.2995, acc: 0.1053
(TESTING) task: 8, epoch: 0/30, loss: 2.2997, acc: 0.1042
(TESTING) task: 8, epoch: 0/30, loss: 2.2999, acc: 0.1047
(TESTING) task: 8, epoch: 0/30, loss: 2.2998, acc: 0.1052
(TESTING) task: 8, epoch: 0/30, loss: 2.2998, acc: 0.1042
(TESTING) task: 8, epoch: 0/30, loss: 2.2996, acc: 0.1105
(TESTING) task: 8, epoch: 0/30, loss: 2.2996, acc: 0.1094
(TESTING) task: 8, epoch: 0/30, loss: 2.2997, acc: 0.1097
(TESTING) task: 8, epoch: 0/30, loss: 2.2995, acc: 0.1114
(TESTING) task: 8, epoch: 0/30, loss: 2.2995, acc: 0.1090
(TESTING) task: 8, epoch: 0/30, loss: 2.2995, acc: 0.1081
(TESTING) task: 8, epoch: 0/30, loss: 2.2995, acc: 0.1084
(TESTING) task: 8, epoch: 0/30, loss: 2.2994, acc: 0.1087
(TESTING) task: 8, epoch: 0/30, loss: 2.2993, acc: 0.1091
(TESTING) task: 8, epoch: 0/30, loss: 2.2993, acc: 0.1106
(TESTING) task: 8, epoch: 0/30, loss: 2.2994, acc: 0.1108
(TESTING) task: 8, epoch: 0/30, loss: 2.2993, acc: 0.1100
(TESTING) task: 8, epoch: 0/30, loss: 2.2992, acc: 0.1114
(TESTING) task: 8, epoch: 0/30, loss: 2.2994, acc: 0.1105
(TESTING) task: 8, epoch: 0/30, loss: 2.2993, acc: 0.1118
(TESTING) task: 8, epoch: 0/30, loss: 2.2994, acc: 0.1110
(TESTING) task: 8, epoch: 0/30, loss: 2.2992, acc: 0.1112
(TESTING) task: 8, epoch: 0/30, loss: 2.2993, acc: 0.1094
(TESTING) task: 8, epoch: 0/30, loss: 2.2995, acc: 0.1086
(TESTING) task: 8, epoch: 0/30, loss: 2.2997, acc: 0.1069
(TESTING) task: 8, epoch: 0/30, loss: 2.2995, acc: 0.1091
(TRAINING) task: 8, epoch: 1/30, loss: 2.2996, acc: 0.1445
(TRAINING) task: 8, epoch: 1/30, loss: 2.2994, acc: 0.1230
(TRAINING) task: 8, epoch: 1/30, loss: 2.2991, acc: 0.1263
(TRAINING) task: 8, epoch: 1/30, loss: 2.2992, acc: 0.1221
(TRAINING) task: 8, epoch: 1/30, loss: 2.2986, acc: 0.1242
(TRAINING) task: 8, epoch: 1/30, loss: 2.2981, acc: 0.1302
(TRAINING) task: 8, epoch: 1/30, loss: 2.2979, acc: 0.1317
(TRAINING) task: 8, epoch: 1/30, loss: 2.2978, acc: 0.1333
(TRAINING) task: 8, epoch: 1/30, loss: 2.2978, acc: 0.1328
(TRAINING) task: 8, epoch: 1/30, loss: 2.2979, acc: 0.1309
(TRAINING) task: 8, epoch: 1/30, loss: 2.2977, acc: 0.1317
(TRAINING) task: 8, epoch: 1/30, loss: 2.2976, acc: 0.1312
(TRAINING) task: 8, epoch: 1/30, loss: 2.2973, acc: 0.1355
(TRAINING) task: 8, epoch: 1/30, loss: 2.2974, acc: 0.1364
(TRAINING) task: 8, epoch: 1/30, loss: 2.2971, acc: 0.1404
(TRAINING) task: 8, epoch: 1/30, loss: 2.2970, acc: 0.1426
(TRAINING) task: 8, epoch: 1/30, loss: 2.2968, acc: 0.1452
(TRAINING) task: 8, epoch: 1/30, loss: 2.2966, acc: 0.1467
(TRAINING) task: 8, epoch: 1/30, loss: 2.2964, acc: 0.1495
(TRAINING) task: 8, epoch: 1/30, loss: 2.2962, acc: 0.1545
(TESTING) task: 8, epoch: 1/30, loss: 2.2945, acc: 0.2500
(TESTING) task: 8, epoch: 1/30, loss: 2.2926, acc: 0.2188
(TESTING) task: 8, epoch: 1/30, loss: 2.2936, acc: 0.1458
(TESTING) task: 8, epoch: 1/30, loss: 2.2897, acc: 0.1875
(TESTING) task: 8, epoch: 1/30, loss: 2.2925, acc: 0.1625
(TESTING) task: 8, epoch: 1/30, loss: 2.2918, acc: 0.1667
(TESTING) task: 8, epoch: 1/30, loss: 2.2914, acc: 0.1607
(TESTING) task: 8, epoch: 1/30, loss: 2.2919, acc: 0.1641
(TESTING) task: 8, epoch: 1/30, loss: 2.2921, acc: 0.1597
(TESTING) task: 8, epoch: 1/30, loss: 2.2924, acc: 0.1625
(TESTING) task: 8, epoch: 1/30, loss: 2.2924, acc: 0.1705
(TESTING) task: 8, epoch: 1/30, loss: 2.2924, acc: 0.1771
(TESTING) task: 8, epoch: 1/30, loss: 2.2929, acc: 0.1827
(TESTING) task: 8, epoch: 1/30, loss: 2.2934, acc: 0.1786
(TESTING) task: 8, epoch: 1/30, loss: 2.2932, acc: 0.1750
(TESTING) task: 8, epoch: 1/30, loss: 2.2933, acc: 0.1797
(TESTING) task: 8, epoch: 1/30, loss: 2.2928, acc: 0.1801
(TESTING) task: 8, epoch: 1/30, loss: 2.2926, acc: 0.1875
(TESTING) task: 8, epoch: 1/30, loss: 2.2929, acc: 0.1842
(TESTING) task: 8, epoch: 1/30, loss: 2.2929, acc: 0.1844
(TESTING) task: 8, epoch: 1/30, loss: 2.2928, acc: 0.1845
(TESTING) task: 8, epoch: 1/30, loss: 2.2927, acc: 0.1875
(TESTING) task: 8, epoch: 1/30, loss: 2.2930, acc: 0.1848
(TESTING) task: 8, epoch: 1/30, loss: 2.2932, acc: 0.1849
(TESTING) task: 8, epoch: 1/30, loss: 2.2935, acc: 0.1800
(TESTING) task: 8, epoch: 1/30, loss: 2.2929, acc: 0.1827
(TESTING) task: 8, epoch: 1/30, loss: 2.2931, acc: 0.1782
(TESTING) task: 8, epoch: 1/30, loss: 2.2931, acc: 0.1786
(TESTING) task: 8, epoch: 1/30, loss: 2.2930, acc: 0.1810
(TESTING) task: 8, epoch: 1/30, loss: 2.2927, acc: 0.1854
(TESTING) task: 8, epoch: 1/30, loss: 2.2927, acc: 0.1835
(TESTING) task: 8, epoch: 1/30, loss: 2.2925, acc: 0.1895
(TESTING) task: 8, epoch: 1/30, loss: 2.2924, acc: 0.1913
(TESTING) task: 8, epoch: 1/30, loss: 2.2925, acc: 0.1949
(TESTING) task: 8, epoch: 1/30, loss: 2.2925, acc: 0.1911
(TESTING) task: 8, epoch: 1/30, loss: 2.2926, acc: 0.1892
(TESTING) task: 8, epoch: 1/30, loss: 2.2925, acc: 0.1909
(TESTING) task: 8, epoch: 1/30, loss: 2.2925, acc: 0.1908
(TESTING) task: 8, epoch: 1/30, loss: 2.2926, acc: 0.1875
(TESTING) task: 8, epoch: 1/30, loss: 2.2926, acc: 0.1875
(TESTING) task: 8, epoch: 1/30, loss: 2.2927, acc: 0.1860
(TESTING) task: 8, epoch: 1/30, loss: 2.2925, acc: 0.1875
(TESTING) task: 8, epoch: 1/30, loss: 2.2925, acc: 0.1860
(TESTING) task: 8, epoch: 1/30, loss: 2.2925, acc: 0.1832
(TESTING) task: 8, epoch: 1/30, loss: 2.2924, acc: 0.1819
(TESTING) task: 8, epoch: 1/30, loss: 2.2928, acc: 0.1780
(TESTING) task: 8, epoch: 1/30, loss: 2.2926, acc: 0.1822
(TESTING) task: 8, epoch: 1/30, loss: 2.2925, acc: 0.1849
(TESTING) task: 8, epoch: 1/30, loss: 2.2926, acc: 0.1837
(TESTING) task: 8, epoch: 1/30, loss: 2.2926, acc: 0.1825
(TESTING) task: 8, epoch: 1/30, loss: 2.2925, acc: 0.1826
(TESTING) task: 8, epoch: 1/30, loss: 2.2924, acc: 0.1827
(TESTING) task: 8, epoch: 1/30, loss: 2.2923, acc: 0.1840
(TESTING) task: 8, epoch: 1/30, loss: 2.2924, acc: 0.1829
(TESTING) task: 8, epoch: 1/30, loss: 2.2924, acc: 0.1818
(TESTING) task: 8, epoch: 1/30, loss: 2.2926, acc: 0.1808
(TESTING) task: 8, epoch: 1/30, loss: 2.2925, acc: 0.1809
(TESTING) task: 8, epoch: 1/30, loss: 2.2925, acc: 0.1800
(TESTING) task: 8, epoch: 1/30, loss: 2.2922, acc: 0.1843
(TESTING) task: 8, epoch: 1/30, loss: 2.2921, acc: 0.1833
(TESTING) task: 8, epoch: 1/30, loss: 2.2921, acc: 0.1803
(TESTING) task: 8, epoch: 1/30, loss: 2.2922, acc: 0.1815
(TESTING) task: 8, epoch: 1/30, loss: 2.2921, acc: 0.1806
(TRAINING) task: 8, epoch: 2/30, loss: 2.2914, acc: 0.1953
(TRAINING) task: 8, epoch: 2/30, loss: 2.2910, acc: 0.1895
(TRAINING) task: 8, epoch: 2/30, loss: 2.2917, acc: 0.1901
(TRAINING) task: 8, epoch: 2/30, loss: 2.2914, acc: 0.1982
(TRAINING) task: 8, epoch: 2/30, loss: 2.2907, acc: 0.2055
(TRAINING) task: 8, epoch: 2/30, loss: 2.2907, acc: 0.2142
(TRAINING) task: 8, epoch: 2/30, loss: 2.2904, acc: 0.2243
(TRAINING) task: 8, epoch: 2/30, loss: 2.2906, acc: 0.2197
(TRAINING) task: 8, epoch: 2/30, loss: 2.2905, acc: 0.2227
(TRAINING) task: 8, epoch: 2/30, loss: 2.2903, acc: 0.2285
(TRAINING) task: 8, epoch: 2/30, loss: 2.2902, acc: 0.2294
(TRAINING) task: 8, epoch: 2/30, loss: 2.2899, acc: 0.2340
(TRAINING) task: 8, epoch: 2/30, loss: 2.2898, acc: 0.2329
(TRAINING) task: 8, epoch: 2/30, loss: 2.2894, acc: 0.2372
(TRAINING) task: 8, epoch: 2/30, loss: 2.2893, acc: 0.2383
(TRAINING) task: 8, epoch: 2/30, loss: 2.2889, acc: 0.2432
(TRAINING) task: 8, epoch: 2/30, loss: 2.2886, acc: 0.2477
(TRAINING) task: 8, epoch: 2/30, loss: 2.2885, acc: 0.2493
(TRAINING) task: 8, epoch: 2/30, loss: 2.2882, acc: 0.2529
(TRAINING) task: 8, epoch: 2/30, loss: 2.2881, acc: 0.2524
(TESTING) task: 8, epoch: 2/30, loss: 2.2903, acc: 0.1875
(TESTING) task: 8, epoch: 2/30, loss: 2.2892, acc: 0.2188
(TESTING) task: 8, epoch: 2/30, loss: 2.2885, acc: 0.2292
(TESTING) task: 8, epoch: 2/30, loss: 2.2857, acc: 0.2812
(TESTING) task: 8, epoch: 2/30, loss: 2.2849, acc: 0.3125
(TESTING) task: 8, epoch: 2/30, loss: 2.2846, acc: 0.3021
(TESTING) task: 8, epoch: 2/30, loss: 2.2845, acc: 0.3036
(TESTING) task: 8, epoch: 2/30, loss: 2.2846, acc: 0.2891
(TESTING) task: 8, epoch: 2/30, loss: 2.2842, acc: 0.2917
(TESTING) task: 8, epoch: 2/30, loss: 2.2838, acc: 0.3000
(TESTING) task: 8, epoch: 2/30, loss: 2.2843, acc: 0.3011
(TESTING) task: 8, epoch: 2/30, loss: 2.2835, acc: 0.3021
(TESTING) task: 8, epoch: 2/30, loss: 2.2836, acc: 0.2981
(TESTING) task: 8, epoch: 2/30, loss: 2.2835, acc: 0.2991
(TESTING) task: 8, epoch: 2/30, loss: 2.2831, acc: 0.3083
(TESTING) task: 8, epoch: 2/30, loss: 2.2826, acc: 0.3086
(TESTING) task: 8, epoch: 2/30, loss: 2.2825, acc: 0.3125
(TESTING) task: 8, epoch: 2/30, loss: 2.2825, acc: 0.3125
(TESTING) task: 8, epoch: 2/30, loss: 2.2826, acc: 0.3092
(TESTING) task: 8, epoch: 2/30, loss: 2.2827, acc: 0.3063
(TESTING) task: 8, epoch: 2/30, loss: 2.2828, acc: 0.2976
(TESTING) task: 8, epoch: 2/30, loss: 2.2830, acc: 0.2983
(TESTING) task: 8, epoch: 2/30, loss: 2.2827, acc: 0.3125
(TESTING) task: 8, epoch: 2/30, loss: 2.2825, acc: 0.3177
(TESTING) task: 8, epoch: 2/30, loss: 2.2824, acc: 0.3250
(TESTING) task: 8, epoch: 2/30, loss: 2.2826, acc: 0.3173
(TESTING) task: 8, epoch: 2/30, loss: 2.2825, acc: 0.3194
(TESTING) task: 8, epoch: 2/30, loss: 2.2826, acc: 0.3214
(TESTING) task: 8, epoch: 2/30, loss: 2.2826, acc: 0.3254
(TESTING) task: 8, epoch: 2/30, loss: 2.2825, acc: 0.3292
(TESTING) task: 8, epoch: 2/30, loss: 2.2827, acc: 0.3306
(TESTING) task: 8, epoch: 2/30, loss: 2.2824, acc: 0.3379
(TESTING) task: 8, epoch: 2/30, loss: 2.2824, acc: 0.3352
(TESTING) task: 8, epoch: 2/30, loss: 2.2826, acc: 0.3290
(TESTING) task: 8, epoch: 2/30, loss: 2.2826, acc: 0.3250
(TESTING) task: 8, epoch: 2/30, loss: 2.2825, acc: 0.3264
(TESTING) task: 8, epoch: 2/30, loss: 2.2826, acc: 0.3243
(TESTING) task: 8, epoch: 2/30, loss: 2.2826, acc: 0.3240
(TESTING) task: 8, epoch: 2/30, loss: 2.2829, acc: 0.3173
(TESTING) task: 8, epoch: 2/30, loss: 2.2832, acc: 0.3125
(TESTING) task: 8, epoch: 2/30, loss: 2.2832, acc: 0.3125
(TESTING) task: 8, epoch: 2/30, loss: 2.2834, acc: 0.3110
(TESTING) task: 8, epoch: 2/30, loss: 2.2833, acc: 0.3125
(TESTING) task: 8, epoch: 2/30, loss: 2.2834, acc: 0.3125
(TESTING) task: 8, epoch: 2/30, loss: 2.2835, acc: 0.3111
(TESTING) task: 8, epoch: 2/30, loss: 2.2836, acc: 0.3098
(TESTING) task: 8, epoch: 2/30, loss: 2.2836, acc: 0.3085
(TESTING) task: 8, epoch: 2/30, loss: 2.2836, acc: 0.3073
(TESTING) task: 8, epoch: 2/30, loss: 2.2837, acc: 0.3048
(TESTING) task: 8, epoch: 2/30, loss: 2.2837, acc: 0.3025
(TESTING) task: 8, epoch: 2/30, loss: 2.2837, acc: 0.3015
(TESTING) task: 8, epoch: 2/30, loss: 2.2834, acc: 0.3065
(TESTING) task: 8, epoch: 2/30, loss: 2.2832, acc: 0.3078
(TESTING) task: 8, epoch: 2/30, loss: 2.2833, acc: 0.3056
(TESTING) task: 8, epoch: 2/30, loss: 2.2834, acc: 0.3068
(TESTING) task: 8, epoch: 2/30, loss: 2.2834, acc: 0.3025
(TESTING) task: 8, epoch: 2/30, loss: 2.2833, acc: 0.3048
(TESTING) task: 8, epoch: 2/30, loss: 2.2834, acc: 0.3028
(TESTING) task: 8, epoch: 2/30, loss: 2.2834, acc: 0.3030
(TESTING) task: 8, epoch: 2/30, loss: 2.2835, acc: 0.3031
(TESTING) task: 8, epoch: 2/30, loss: 2.2834, acc: 0.3053
(TESTING) task: 8, epoch: 2/30, loss: 2.2834, acc: 0.3075
(TESTING) task: 8, epoch: 2/30, loss: 2.2835, acc: 0.3046
(TRAINING) task: 8, epoch: 3/30, loss: 2.2843, acc: 0.2930
(TRAINING) task: 8, epoch: 3/30, loss: 2.2841, acc: 0.2852
(TRAINING) task: 8, epoch: 3/30, loss: 2.2837, acc: 0.2956
(TRAINING) task: 8, epoch: 3/30, loss: 2.2829, acc: 0.3135
(TRAINING) task: 8, epoch: 3/30, loss: 2.2827, acc: 0.3273
(TRAINING) task: 8, epoch: 3/30, loss: 2.2825, acc: 0.3281
(TRAINING) task: 8, epoch: 3/30, loss: 2.2824, acc: 0.3326
(TRAINING) task: 8, epoch: 3/30, loss: 2.2820, acc: 0.3384
(TRAINING) task: 8, epoch: 3/30, loss: 2.2816, acc: 0.3416
(TRAINING) task: 8, epoch: 3/30, loss: 2.2814, acc: 0.3469
(TRAINING) task: 8, epoch: 3/30, loss: 2.2813, acc: 0.3462
(TRAINING) task: 8, epoch: 3/30, loss: 2.2810, acc: 0.3532
(TRAINING) task: 8, epoch: 3/30, loss: 2.2805, acc: 0.3582
(TRAINING) task: 8, epoch: 3/30, loss: 2.2800, acc: 0.3652
(TRAINING) task: 8, epoch: 3/30, loss: 2.2797, acc: 0.3688
(TRAINING) task: 8, epoch: 3/30, loss: 2.2795, acc: 0.3748
(TRAINING) task: 8, epoch: 3/30, loss: 2.2793, acc: 0.3789
(TRAINING) task: 8, epoch: 3/30, loss: 2.2790, acc: 0.3830
(TRAINING) task: 8, epoch: 3/30, loss: 2.2786, acc: 0.3871
(TRAINING) task: 8, epoch: 3/30, loss: 2.2784, acc: 0.3898
(TESTING) task: 8, epoch: 3/30, loss: 2.2705, acc: 0.4375
(TESTING) task: 8, epoch: 3/30, loss: 2.2724, acc: 0.5000
(TESTING) task: 8, epoch: 3/30, loss: 2.2738, acc: 0.4792
(TESTING) task: 8, epoch: 3/30, loss: 2.2727, acc: 0.4531
(TESTING) task: 8, epoch: 3/30, loss: 2.2755, acc: 0.4125
(TESTING) task: 8, epoch: 3/30, loss: 2.2743, acc: 0.4271
(TESTING) task: 8, epoch: 3/30, loss: 2.2732, acc: 0.4464
(TESTING) task: 8, epoch: 3/30, loss: 2.2726, acc: 0.4531
(TESTING) task: 8, epoch: 3/30, loss: 2.2749, acc: 0.4306
(TESTING) task: 8, epoch: 3/30, loss: 2.2745, acc: 0.4375
(TESTING) task: 8, epoch: 3/30, loss: 2.2743, acc: 0.4489
(TESTING) task: 8, epoch: 3/30, loss: 2.2742, acc: 0.4479
(TESTING) task: 8, epoch: 3/30, loss: 2.2739, acc: 0.4519
(TESTING) task: 8, epoch: 3/30, loss: 2.2743, acc: 0.4464
(TESTING) task: 8, epoch: 3/30, loss: 2.2737, acc: 0.4542
(TESTING) task: 8, epoch: 3/30, loss: 2.2739, acc: 0.4531
(TESTING) task: 8, epoch: 3/30, loss: 2.2732, acc: 0.4706
(TESTING) task: 8, epoch: 3/30, loss: 2.2726, acc: 0.4757
(TESTING) task: 8, epoch: 3/30, loss: 2.2728, acc: 0.4737
(TESTING) task: 8, epoch: 3/30, loss: 2.2730, acc: 0.4688
(TESTING) task: 8, epoch: 3/30, loss: 2.2725, acc: 0.4762
(TESTING) task: 8, epoch: 3/30, loss: 2.2723, acc: 0.4773
(TESTING) task: 8, epoch: 3/30, loss: 2.2726, acc: 0.4701
(TESTING) task: 8, epoch: 3/30, loss: 2.2727, acc: 0.4661
(TESTING) task: 8, epoch: 3/30, loss: 2.2725, acc: 0.4675
(TESTING) task: 8, epoch: 3/30, loss: 2.2727, acc: 0.4712
(TESTING) task: 8, epoch: 3/30, loss: 2.2728, acc: 0.4606
(TESTING) task: 8, epoch: 3/30, loss: 2.2730, acc: 0.4576
(TESTING) task: 8, epoch: 3/30, loss: 2.2727, acc: 0.4634
(TESTING) task: 8, epoch: 3/30, loss: 2.2729, acc: 0.4646
(TESTING) task: 8, epoch: 3/30, loss: 2.2732, acc: 0.4597
(TESTING) task: 8, epoch: 3/30, loss: 2.2730, acc: 0.4609
(TESTING) task: 8, epoch: 3/30, loss: 2.2732, acc: 0.4583
(TESTING) task: 8, epoch: 3/30, loss: 2.2738, acc: 0.4467
(TESTING) task: 8, epoch: 3/30, loss: 2.2738, acc: 0.4464
(TESTING) task: 8, epoch: 3/30, loss: 2.2737, acc: 0.4497
(TESTING) task: 8, epoch: 3/30, loss: 2.2739, acc: 0.4459
(TESTING) task: 8, epoch: 3/30, loss: 2.2739, acc: 0.4490
(TESTING) task: 8, epoch: 3/30, loss: 2.2738, acc: 0.4519
(TESTING) task: 8, epoch: 3/30, loss: 2.2738, acc: 0.4500
(TESTING) task: 8, epoch: 3/30, loss: 2.2736, acc: 0.4543
(TESTING) task: 8, epoch: 3/30, loss: 2.2734, acc: 0.4539
(TESTING) task: 8, epoch: 3/30, loss: 2.2733, acc: 0.4578
(TESTING) task: 8, epoch: 3/30, loss: 2.2733, acc: 0.4574
(TESTING) task: 8, epoch: 3/30, loss: 2.2734, acc: 0.4542
(TESTING) task: 8, epoch: 3/30, loss: 2.2733, acc: 0.4524
(TESTING) task: 8, epoch: 3/30, loss: 2.2733, acc: 0.4521
(TESTING) task: 8, epoch: 3/30, loss: 2.2732, acc: 0.4531
(TESTING) task: 8, epoch: 3/30, loss: 2.2731, acc: 0.4554
(TESTING) task: 8, epoch: 3/30, loss: 2.2730, acc: 0.4525
(TESTING) task: 8, epoch: 3/30, loss: 2.2729, acc: 0.4534
(TESTING) task: 8, epoch: 3/30, loss: 2.2729, acc: 0.4519
(TESTING) task: 8, epoch: 3/30, loss: 2.2730, acc: 0.4540
(TESTING) task: 8, epoch: 3/30, loss: 2.2729, acc: 0.4572
(TESTING) task: 8, epoch: 3/30, loss: 2.2729, acc: 0.4568
(TESTING) task: 8, epoch: 3/30, loss: 2.2729, acc: 0.4576
(TESTING) task: 8, epoch: 3/30, loss: 2.2731, acc: 0.4550
(TESTING) task: 8, epoch: 3/30, loss: 2.2731, acc: 0.4547
(TESTING) task: 8, epoch: 3/30, loss: 2.2731, acc: 0.4566
(TESTING) task: 8, epoch: 3/30, loss: 2.2730, acc: 0.4552
(TESTING) task: 8, epoch: 3/30, loss: 2.2731, acc: 0.4559
(TESTING) task: 8, epoch: 3/30, loss: 2.2731, acc: 0.4567
(TESTING) task: 8, epoch: 3/30, loss: 2.2730, acc: 0.4573
(TRAINING) task: 8, epoch: 4/30, loss: 2.2730, acc: 0.4805
(TRAINING) task: 8, epoch: 4/30, loss: 2.2733, acc: 0.4785
(TRAINING) task: 8, epoch: 4/30, loss: 2.2724, acc: 0.4818
(TRAINING) task: 8, epoch: 4/30, loss: 2.2718, acc: 0.4883
(TRAINING) task: 8, epoch: 4/30, loss: 2.2713, acc: 0.4969
(TRAINING) task: 8, epoch: 4/30, loss: 2.2707, acc: 0.4954
(TRAINING) task: 8, epoch: 4/30, loss: 2.2702, acc: 0.5050
(TRAINING) task: 8, epoch: 4/30, loss: 2.2699, acc: 0.5093
(TRAINING) task: 8, epoch: 4/30, loss: 2.2698, acc: 0.5104
(TRAINING) task: 8, epoch: 4/30, loss: 2.2694, acc: 0.5137
(TRAINING) task: 8, epoch: 4/30, loss: 2.2693, acc: 0.5124
(TRAINING) task: 8, epoch: 4/30, loss: 2.2688, acc: 0.5176
(TRAINING) task: 8, epoch: 4/30, loss: 2.2686, acc: 0.5225
(TRAINING) task: 8, epoch: 4/30, loss: 2.2682, acc: 0.5254
(TRAINING) task: 8, epoch: 4/30, loss: 2.2681, acc: 0.5260
(TRAINING) task: 8, epoch: 4/30, loss: 2.2679, acc: 0.5310
(TRAINING) task: 8, epoch: 4/30, loss: 2.2676, acc: 0.5331
(TRAINING) task: 8, epoch: 4/30, loss: 2.2673, acc: 0.5382
(TRAINING) task: 8, epoch: 4/30, loss: 2.2671, acc: 0.5384
(TRAINING) task: 8, epoch: 4/30, loss: 2.2669, acc: 0.5402
(TESTING) task: 8, epoch: 4/30, loss: 2.2655, acc: 0.5625
(TESTING) task: 8, epoch: 4/30, loss: 2.2638, acc: 0.5312
(TESTING) task: 8, epoch: 4/30, loss: 2.2594, acc: 0.5625
(TESTING) task: 8, epoch: 4/30, loss: 2.2624, acc: 0.5625
(TESTING) task: 8, epoch: 4/30, loss: 2.2605, acc: 0.5875
(TESTING) task: 8, epoch: 4/30, loss: 2.2622, acc: 0.5729
(TESTING) task: 8, epoch: 4/30, loss: 2.2610, acc: 0.6161
(TESTING) task: 8, epoch: 4/30, loss: 2.2595, acc: 0.6250
(TESTING) task: 8, epoch: 4/30, loss: 2.2599, acc: 0.6111
(TESTING) task: 8, epoch: 4/30, loss: 2.2611, acc: 0.6062
(TESTING) task: 8, epoch: 4/30, loss: 2.2607, acc: 0.6080
(TESTING) task: 8, epoch: 4/30, loss: 2.2608, acc: 0.6094
(TESTING) task: 8, epoch: 4/30, loss: 2.2603, acc: 0.6010
(TESTING) task: 8, epoch: 4/30, loss: 2.2611, acc: 0.5938
(TESTING) task: 8, epoch: 4/30, loss: 2.2608, acc: 0.5917
(TESTING) task: 8, epoch: 4/30, loss: 2.2608, acc: 0.5859
(TESTING) task: 8, epoch: 4/30, loss: 2.2607, acc: 0.5919
(TESTING) task: 8, epoch: 4/30, loss: 2.2606, acc: 0.5868
(TESTING) task: 8, epoch: 4/30, loss: 2.2609, acc: 0.5822
(TESTING) task: 8, epoch: 4/30, loss: 2.2614, acc: 0.5781
(TESTING) task: 8, epoch: 4/30, loss: 2.2617, acc: 0.5774
(TESTING) task: 8, epoch: 4/30, loss: 2.2613, acc: 0.5909
(TESTING) task: 8, epoch: 4/30, loss: 2.2610, acc: 0.5951
(TESTING) task: 8, epoch: 4/30, loss: 2.2611, acc: 0.5911
(TESTING) task: 8, epoch: 4/30, loss: 2.2606, acc: 0.6000
(TESTING) task: 8, epoch: 4/30, loss: 2.2607, acc: 0.5962
(TESTING) task: 8, epoch: 4/30, loss: 2.2604, acc: 0.6042
(TESTING) task: 8, epoch: 4/30, loss: 2.2606, acc: 0.6004
(TESTING) task: 8, epoch: 4/30, loss: 2.2606, acc: 0.5991
(TESTING) task: 8, epoch: 4/30, loss: 2.2607, acc: 0.5979
(TESTING) task: 8, epoch: 4/30, loss: 2.2608, acc: 0.5948
(TESTING) task: 8, epoch: 4/30, loss: 2.2606, acc: 0.5957
(TESTING) task: 8, epoch: 4/30, loss: 2.2604, acc: 0.6023
(TESTING) task: 8, epoch: 4/30, loss: 2.2605, acc: 0.5993
(TESTING) task: 8, epoch: 4/30, loss: 2.2604, acc: 0.6018
(TESTING) task: 8, epoch: 4/30, loss: 2.2605, acc: 0.6042
(TESTING) task: 8, epoch: 4/30, loss: 2.2609, acc: 0.6014
(TESTING) task: 8, epoch: 4/30, loss: 2.2605, acc: 0.6020
(TESTING) task: 8, epoch: 4/30, loss: 2.2605, acc: 0.5978
(TESTING) task: 8, epoch: 4/30, loss: 2.2603, acc: 0.6031
(TESTING) task: 8, epoch: 4/30, loss: 2.2605, acc: 0.6021
(TESTING) task: 8, epoch: 4/30, loss: 2.2607, acc: 0.6012
(TESTING) task: 8, epoch: 4/30, loss: 2.2608, acc: 0.5988
(TESTING) task: 8, epoch: 4/30, loss: 2.2606, acc: 0.6023
(TESTING) task: 8, epoch: 4/30, loss: 2.2603, acc: 0.6056
(TESTING) task: 8, epoch: 4/30, loss: 2.2603, acc: 0.6019
(TESTING) task: 8, epoch: 4/30, loss: 2.2605, acc: 0.5984
(TESTING) task: 8, epoch: 4/30, loss: 2.2605, acc: 0.5977
(TESTING) task: 8, epoch: 4/30, loss: 2.2605, acc: 0.5944
(TESTING) task: 8, epoch: 4/30, loss: 2.2609, acc: 0.5887
(TESTING) task: 8, epoch: 4/30, loss: 2.2608, acc: 0.5895
(TESTING) task: 8, epoch: 4/30, loss: 2.2607, acc: 0.5925
(TESTING) task: 8, epoch: 4/30, loss: 2.2609, acc: 0.5873
(TESTING) task: 8, epoch: 4/30, loss: 2.2609, acc: 0.5856
(TESTING) task: 8, epoch: 4/30, loss: 2.2611, acc: 0.5852
(TESTING) task: 8, epoch: 4/30, loss: 2.2610, acc: 0.5848
(TESTING) task: 8, epoch: 4/30, loss: 2.2609, acc: 0.5866
(TESTING) task: 8, epoch: 4/30, loss: 2.2607, acc: 0.5884
(TESTING) task: 8, epoch: 4/30, loss: 2.2606, acc: 0.5900
(TESTING) task: 8, epoch: 4/30, loss: 2.2609, acc: 0.5854
(TESTING) task: 8, epoch: 4/30, loss: 2.2610, acc: 0.5840
(TESTING) task: 8, epoch: 4/30, loss: 2.2611, acc: 0.5847
(TESTING) task: 8, epoch: 4/30, loss: 2.2611, acc: 0.5833
(TRAINING) task: 8, epoch: 5/30, loss: 2.2610, acc: 0.6250
(TRAINING) task: 8, epoch: 5/30, loss: 2.2608, acc: 0.6016
(TRAINING) task: 8, epoch: 5/30, loss: 2.2595, acc: 0.6068
(TRAINING) task: 8, epoch: 5/30, loss: 2.2583, acc: 0.6201
(TRAINING) task: 8, epoch: 5/30, loss: 2.2580, acc: 0.6250
(TRAINING) task: 8, epoch: 5/30, loss: 2.2577, acc: 0.6302
(TRAINING) task: 8, epoch: 5/30, loss: 2.2567, acc: 0.6328
(TRAINING) task: 8, epoch: 5/30, loss: 2.2567, acc: 0.6309
(TRAINING) task: 8, epoch: 5/30, loss: 2.2564, acc: 0.6328
(TRAINING) task: 8, epoch: 5/30, loss: 2.2563, acc: 0.6348
(TRAINING) task: 8, epoch: 5/30, loss: 2.2561, acc: 0.6321
(TRAINING) task: 8, epoch: 5/30, loss: 2.2556, acc: 0.6439
(TRAINING) task: 8, epoch: 5/30, loss: 2.2554, acc: 0.6451
(TRAINING) task: 8, epoch: 5/30, loss: 2.2550, acc: 0.6479
(TRAINING) task: 8, epoch: 5/30, loss: 2.2548, acc: 0.6510
(TRAINING) task: 8, epoch: 5/30, loss: 2.2547, acc: 0.6531
(TRAINING) task: 8, epoch: 5/30, loss: 2.2540, acc: 0.6604
(TRAINING) task: 8, epoch: 5/30, loss: 2.2539, acc: 0.6643
(TRAINING) task: 8, epoch: 5/30, loss: 2.2536, acc: 0.6674
(TRAINING) task: 8, epoch: 5/30, loss: 2.2532, acc: 0.6700
(TESTING) task: 8, epoch: 5/30, loss: 2.2357, acc: 0.6875
(TESTING) task: 8, epoch: 5/30, loss: 2.2399, acc: 0.7500
(TESTING) task: 8, epoch: 5/30, loss: 2.2440, acc: 0.7500
(TESTING) task: 8, epoch: 5/30, loss: 2.2494, acc: 0.6719
(TESTING) task: 8, epoch: 5/30, loss: 2.2489, acc: 0.6750
(TESTING) task: 8, epoch: 5/30, loss: 2.2514, acc: 0.6562
(TESTING) task: 8, epoch: 5/30, loss: 2.2499, acc: 0.6696
(TESTING) task: 8, epoch: 5/30, loss: 2.2504, acc: 0.6875
(TESTING) task: 8, epoch: 5/30, loss: 2.2496, acc: 0.6875
(TESTING) task: 8, epoch: 5/30, loss: 2.2491, acc: 0.6813
(TESTING) task: 8, epoch: 5/30, loss: 2.2497, acc: 0.6761
(TESTING) task: 8, epoch: 5/30, loss: 2.2494, acc: 0.6927
(TESTING) task: 8, epoch: 5/30, loss: 2.2482, acc: 0.6971
(TESTING) task: 8, epoch: 5/30, loss: 2.2480, acc: 0.6964
(TESTING) task: 8, epoch: 5/30, loss: 2.2481, acc: 0.6875
(TESTING) task: 8, epoch: 5/30, loss: 2.2485, acc: 0.6836
(TESTING) task: 8, epoch: 5/30, loss: 2.2485, acc: 0.6838
(TESTING) task: 8, epoch: 5/30, loss: 2.2492, acc: 0.6701
(TESTING) task: 8, epoch: 5/30, loss: 2.2486, acc: 0.6678
(TESTING) task: 8, epoch: 5/30, loss: 2.2479, acc: 0.6750
(TESTING) task: 8, epoch: 5/30, loss: 2.2472, acc: 0.6786
(TESTING) task: 8, epoch: 5/30, loss: 2.2468, acc: 0.6705
(TESTING) task: 8, epoch: 5/30, loss: 2.2466, acc: 0.6793
(TESTING) task: 8, epoch: 5/30, loss: 2.2461, acc: 0.6823
(TESTING) task: 8, epoch: 5/30, loss: 2.2460, acc: 0.6825
(TESTING) task: 8, epoch: 5/30, loss: 2.2460, acc: 0.6827
(TESTING) task: 8, epoch: 5/30, loss: 2.2463, acc: 0.6806
(TESTING) task: 8, epoch: 5/30, loss: 2.2467, acc: 0.6786
(TESTING) task: 8, epoch: 5/30, loss: 2.2470, acc: 0.6767
(TESTING) task: 8, epoch: 5/30, loss: 2.2470, acc: 0.6687
(TESTING) task: 8, epoch: 5/30, loss: 2.2470, acc: 0.6694
(TESTING) task: 8, epoch: 5/30, loss: 2.2470, acc: 0.6719
(TESTING) task: 8, epoch: 5/30, loss: 2.2468, acc: 0.6780
(TESTING) task: 8, epoch: 5/30, loss: 2.2468, acc: 0.6838
(TESTING) task: 8, epoch: 5/30, loss: 2.2465, acc: 0.6893
(TESTING) task: 8, epoch: 5/30, loss: 2.2465, acc: 0.6944
(TESTING) task: 8, epoch: 5/30, loss: 2.2464, acc: 0.6943
(TESTING) task: 8, epoch: 5/30, loss: 2.2465, acc: 0.6990
(TESTING) task: 8, epoch: 5/30, loss: 2.2464, acc: 0.6955
(TESTING) task: 8, epoch: 5/30, loss: 2.2466, acc: 0.6922
(TESTING) task: 8, epoch: 5/30, loss: 2.2465, acc: 0.6921
(TESTING) task: 8, epoch: 5/30, loss: 2.2461, acc: 0.6920
(TESTING) task: 8, epoch: 5/30, loss: 2.2463, acc: 0.6919
(TESTING) task: 8, epoch: 5/30, loss: 2.2461, acc: 0.6932
(TESTING) task: 8, epoch: 5/30, loss: 2.2465, acc: 0.6861
(TESTING) task: 8, epoch: 5/30, loss: 2.2464, acc: 0.6889
(TESTING) task: 8, epoch: 5/30, loss: 2.2463, acc: 0.6902
(TESTING) task: 8, epoch: 5/30, loss: 2.2463, acc: 0.6875
(TESTING) task: 8, epoch: 5/30, loss: 2.2463, acc: 0.6888
(TESTING) task: 8, epoch: 5/30, loss: 2.2463, acc: 0.6887
(TESTING) task: 8, epoch: 5/30, loss: 2.2465, acc: 0.6863
(TESTING) task: 8, epoch: 5/30, loss: 2.2465, acc: 0.6851
(TESTING) task: 8, epoch: 5/30, loss: 2.2462, acc: 0.6875
(TESTING) task: 8, epoch: 5/30, loss: 2.2461, acc: 0.6898
(TESTING) task: 8, epoch: 5/30, loss: 2.2462, acc: 0.6886
(TESTING) task: 8, epoch: 5/30, loss: 2.2463, acc: 0.6875
(TESTING) task: 8, epoch: 5/30, loss: 2.2464, acc: 0.6886
(TESTING) task: 8, epoch: 5/30, loss: 2.2465, acc: 0.6875
(TESTING) task: 8, epoch: 5/30, loss: 2.2466, acc: 0.6864
(TESTING) task: 8, epoch: 5/30, loss: 2.2467, acc: 0.6865
(TESTING) task: 8, epoch: 5/30, loss: 2.2467, acc: 0.6865
(TESTING) task: 8, epoch: 5/30, loss: 2.2469, acc: 0.6875
(TESTING) task: 8, epoch: 5/30, loss: 2.2470, acc: 0.6905
(TRAINING) task: 8, epoch: 6/30, loss: 2.2435, acc: 0.7148
(TRAINING) task: 8, epoch: 6/30, loss: 2.2450, acc: 0.7031
(TRAINING) task: 8, epoch: 6/30, loss: 2.2446, acc: 0.7109
(TRAINING) task: 8, epoch: 6/30, loss: 2.2442, acc: 0.7236
(TRAINING) task: 8, epoch: 6/30, loss: 2.2437, acc: 0.7320
(TRAINING) task: 8, epoch: 6/30, loss: 2.2434, acc: 0.7376
(TRAINING) task: 8, epoch: 6/30, loss: 2.2427, acc: 0.7422
(TRAINING) task: 8, epoch: 6/30, loss: 2.2426, acc: 0.7402
(TRAINING) task: 8, epoch: 6/30, loss: 2.2425, acc: 0.7457
(TRAINING) task: 8, epoch: 6/30, loss: 2.2420, acc: 0.7508
(TRAINING) task: 8, epoch: 6/30, loss: 2.2412, acc: 0.7514
(TRAINING) task: 8, epoch: 6/30, loss: 2.2407, acc: 0.7549
(TRAINING) task: 8, epoch: 6/30, loss: 2.2403, acc: 0.7578
(TRAINING) task: 8, epoch: 6/30, loss: 2.2399, acc: 0.7586
(TRAINING) task: 8, epoch: 6/30, loss: 2.2393, acc: 0.7635
(TRAINING) task: 8, epoch: 6/30, loss: 2.2390, acc: 0.7686
(TRAINING) task: 8, epoch: 6/30, loss: 2.2385, acc: 0.7702
(TRAINING) task: 8, epoch: 6/30, loss: 2.2382, acc: 0.7704
(TRAINING) task: 8, epoch: 6/30, loss: 2.2377, acc: 0.7724
(TRAINING) task: 8, epoch: 6/30, loss: 2.2374, acc: 0.7750
(TESTING) task: 8, epoch: 6/30, loss: 2.2300, acc: 0.6250
(TESTING) task: 8, epoch: 6/30, loss: 2.2269, acc: 0.7188
(TESTING) task: 8, epoch: 6/30, loss: 2.2301, acc: 0.7292
(TESTING) task: 8, epoch: 6/30, loss: 2.2315, acc: 0.7188
(TESTING) task: 8, epoch: 6/30, loss: 2.2295, acc: 0.7250
(TESTING) task: 8, epoch: 6/30, loss: 2.2289, acc: 0.7396
(TESTING) task: 8, epoch: 6/30, loss: 2.2295, acc: 0.7589
(TESTING) task: 8, epoch: 6/30, loss: 2.2309, acc: 0.7500
(TESTING) task: 8, epoch: 6/30, loss: 2.2322, acc: 0.7569
(TESTING) task: 8, epoch: 6/30, loss: 2.2328, acc: 0.7562
(TESTING) task: 8, epoch: 6/30, loss: 2.2320, acc: 0.7670
(TESTING) task: 8, epoch: 6/30, loss: 2.2313, acc: 0.7865
(TESTING) task: 8, epoch: 6/30, loss: 2.2303, acc: 0.7981
(TESTING) task: 8, epoch: 6/30, loss: 2.2318, acc: 0.7902
(TESTING) task: 8, epoch: 6/30, loss: 2.2314, acc: 0.7917
(TESTING) task: 8, epoch: 6/30, loss: 2.2299, acc: 0.8047
(TESTING) task: 8, epoch: 6/30, loss: 2.2295, acc: 0.8015
(TESTING) task: 8, epoch: 6/30, loss: 2.2296, acc: 0.8056
(TESTING) task: 8, epoch: 6/30, loss: 2.2299, acc: 0.8026
(TESTING) task: 8, epoch: 6/30, loss: 2.2300, acc: 0.8031
(TESTING) task: 8, epoch: 6/30, loss: 2.2290, acc: 0.8125
(TESTING) task: 8, epoch: 6/30, loss: 2.2296, acc: 0.8125
(TESTING) task: 8, epoch: 6/30, loss: 2.2303, acc: 0.8071
(TESTING) task: 8, epoch: 6/30, loss: 2.2307, acc: 0.8021
(TESTING) task: 8, epoch: 6/30, loss: 2.2307, acc: 0.8025
(TESTING) task: 8, epoch: 6/30, loss: 2.2309, acc: 0.7981
(TESTING) task: 8, epoch: 6/30, loss: 2.2306, acc: 0.7986
(TESTING) task: 8, epoch: 6/30, loss: 2.2305, acc: 0.8013
(TESTING) task: 8, epoch: 6/30, loss: 2.2306, acc: 0.7996
(TESTING) task: 8, epoch: 6/30, loss: 2.2308, acc: 0.7917
(TESTING) task: 8, epoch: 6/30, loss: 2.2307, acc: 0.7923
(TESTING) task: 8, epoch: 6/30, loss: 2.2312, acc: 0.7871
(TESTING) task: 8, epoch: 6/30, loss: 2.2316, acc: 0.7898
(TESTING) task: 8, epoch: 6/30, loss: 2.2318, acc: 0.7868
(TESTING) task: 8, epoch: 6/30, loss: 2.2322, acc: 0.7857
(TESTING) task: 8, epoch: 6/30, loss: 2.2323, acc: 0.7812
(TESTING) task: 8, epoch: 6/30, loss: 2.2323, acc: 0.7804
(TESTING) task: 8, epoch: 6/30, loss: 2.2323, acc: 0.7796
(TESTING) task: 8, epoch: 6/30, loss: 2.2323, acc: 0.7804
(TESTING) task: 8, epoch: 6/30, loss: 2.2326, acc: 0.7766
(TESTING) task: 8, epoch: 6/30, loss: 2.2324, acc: 0.7774
(TESTING) task: 8, epoch: 6/30, loss: 2.2326, acc: 0.7738
(TESTING) task: 8, epoch: 6/30, loss: 2.2323, acc: 0.7776
(TESTING) task: 8, epoch: 6/30, loss: 2.2322, acc: 0.7784
(TESTING) task: 8, epoch: 6/30, loss: 2.2320, acc: 0.7806
(TESTING) task: 8, epoch: 6/30, loss: 2.2317, acc: 0.7812
(TESTING) task: 8, epoch: 6/30, loss: 2.2317, acc: 0.7819
(TESTING) task: 8, epoch: 6/30, loss: 2.2317, acc: 0.7799
(TESTING) task: 8, epoch: 6/30, loss: 2.2319, acc: 0.7781
(TESTING) task: 8, epoch: 6/30, loss: 2.2321, acc: 0.7750
(TESTING) task: 8, epoch: 6/30, loss: 2.2324, acc: 0.7733
(TESTING) task: 8, epoch: 6/30, loss: 2.2323, acc: 0.7704
(TESTING) task: 8, epoch: 6/30, loss: 2.2320, acc: 0.7712
(TESTING) task: 8, epoch: 6/30, loss: 2.2319, acc: 0.7731
(TESTING) task: 8, epoch: 6/30, loss: 2.2316, acc: 0.7773
(TESTING) task: 8, epoch: 6/30, loss: 2.2314, acc: 0.7768
(TESTING) task: 8, epoch: 6/30, loss: 2.2315, acc: 0.7774
(TESTING) task: 8, epoch: 6/30, loss: 2.2314, acc: 0.7748
(TESTING) task: 8, epoch: 6/30, loss: 2.2313, acc: 0.7754
(TESTING) task: 8, epoch: 6/30, loss: 2.2313, acc: 0.7771
(TESTING) task: 8, epoch: 6/30, loss: 2.2313, acc: 0.7766
(TESTING) task: 8, epoch: 6/30, loss: 2.2311, acc: 0.7792
(TESTING) task: 8, epoch: 6/30, loss: 2.2311, acc: 0.7827
(TRAINING) task: 8, epoch: 7/30, loss: 2.2262, acc: 0.7969
(TRAINING) task: 8, epoch: 7/30, loss: 2.2272, acc: 0.8125
(TRAINING) task: 8, epoch: 7/30, loss: 2.2271, acc: 0.8177
(TRAINING) task: 8, epoch: 7/30, loss: 2.2262, acc: 0.8223
(TRAINING) task: 8, epoch: 7/30, loss: 2.2262, acc: 0.8266
(TRAINING) task: 8, epoch: 7/30, loss: 2.2258, acc: 0.8294
(TRAINING) task: 8, epoch: 7/30, loss: 2.2256, acc: 0.8276
(TRAINING) task: 8, epoch: 7/30, loss: 2.2253, acc: 0.8257
(TRAINING) task: 8, epoch: 7/30, loss: 2.2248, acc: 0.8281
(TRAINING) task: 8, epoch: 7/30, loss: 2.2243, acc: 0.8320
(TRAINING) task: 8, epoch: 7/30, loss: 2.2234, acc: 0.8349
(TRAINING) task: 8, epoch: 7/30, loss: 2.2231, acc: 0.8376
(TRAINING) task: 8, epoch: 7/30, loss: 2.2228, acc: 0.8368
(TRAINING) task: 8, epoch: 7/30, loss: 2.2227, acc: 0.8387
(TRAINING) task: 8, epoch: 7/30, loss: 2.2223, acc: 0.8404
(TRAINING) task: 8, epoch: 7/30, loss: 2.2222, acc: 0.8391
(TRAINING) task: 8, epoch: 7/30, loss: 2.2216, acc: 0.8389
(TRAINING) task: 8, epoch: 7/30, loss: 2.2210, acc: 0.8418
(TRAINING) task: 8, epoch: 7/30, loss: 2.2204, acc: 0.8446
(TRAINING) task: 8, epoch: 7/30, loss: 2.2198, acc: 0.8468
(TESTING) task: 8, epoch: 7/30, loss: 2.2039, acc: 0.8125
(TESTING) task: 8, epoch: 7/30, loss: 2.2093, acc: 0.8438
(TESTING) task: 8, epoch: 7/30, loss: 2.2114, acc: 0.8750
(TESTING) task: 8, epoch: 7/30, loss: 2.2097, acc: 0.9062
(TESTING) task: 8, epoch: 7/30, loss: 2.2134, acc: 0.8375
(TESTING) task: 8, epoch: 7/30, loss: 2.2128, acc: 0.8438
(TESTING) task: 8, epoch: 7/30, loss: 2.2123, acc: 0.8571
(TESTING) task: 8, epoch: 7/30, loss: 2.2146, acc: 0.8438
(TESTING) task: 8, epoch: 7/30, loss: 2.2157, acc: 0.8264
(TESTING) task: 8, epoch: 7/30, loss: 2.2158, acc: 0.8375
(TESTING) task: 8, epoch: 7/30, loss: 2.2179, acc: 0.8352
(TESTING) task: 8, epoch: 7/30, loss: 2.2166, acc: 0.8438
(TESTING) task: 8, epoch: 7/30, loss: 2.2154, acc: 0.8413
(TESTING) task: 8, epoch: 7/30, loss: 2.2153, acc: 0.8482
(TESTING) task: 8, epoch: 7/30, loss: 2.2161, acc: 0.8292
(TESTING) task: 8, epoch: 7/30, loss: 2.2150, acc: 0.8281
(TESTING) task: 8, epoch: 7/30, loss: 2.2152, acc: 0.8309
(TESTING) task: 8, epoch: 7/30, loss: 2.2135, acc: 0.8333
(TESTING) task: 8, epoch: 7/30, loss: 2.2142, acc: 0.8289
(TESTING) task: 8, epoch: 7/30, loss: 2.2147, acc: 0.8187
(TESTING) task: 8, epoch: 7/30, loss: 2.2149, acc: 0.8185
(TESTING) task: 8, epoch: 7/30, loss: 2.2148, acc: 0.8239
(TESTING) task: 8, epoch: 7/30, loss: 2.2144, acc: 0.8315
(TESTING) task: 8, epoch: 7/30, loss: 2.2143, acc: 0.8385
(TESTING) task: 8, epoch: 7/30, loss: 2.2140, acc: 0.8375
(TESTING) task: 8, epoch: 7/30, loss: 2.2137, acc: 0.8365
(TESTING) task: 8, epoch: 7/30, loss: 2.2137, acc: 0.8380
(TESTING) task: 8, epoch: 7/30, loss: 2.2140, acc: 0.8348
(TESTING) task: 8, epoch: 7/30, loss: 2.2144, acc: 0.8362
(TESTING) task: 8, epoch: 7/30, loss: 2.2137, acc: 0.8396
(TESTING) task: 8, epoch: 7/30, loss: 2.2142, acc: 0.8367
(TESTING) task: 8, epoch: 7/30, loss: 2.2135, acc: 0.8379
(TESTING) task: 8, epoch: 7/30, loss: 2.2133, acc: 0.8371
(TESTING) task: 8, epoch: 7/30, loss: 2.2131, acc: 0.8401
(TESTING) task: 8, epoch: 7/30, loss: 2.2130, acc: 0.8393
(TESTING) task: 8, epoch: 7/30, loss: 2.2130, acc: 0.8420
(TESTING) task: 8, epoch: 7/30, loss: 2.2133, acc: 0.8412
(TESTING) task: 8, epoch: 7/30, loss: 2.2134, acc: 0.8405
(TESTING) task: 8, epoch: 7/30, loss: 2.2130, acc: 0.8397
(TESTING) task: 8, epoch: 7/30, loss: 2.2135, acc: 0.8406
(TESTING) task: 8, epoch: 7/30, loss: 2.2135, acc: 0.8415
(TESTING) task: 8, epoch: 7/30, loss: 2.2135, acc: 0.8438
(TESTING) task: 8, epoch: 7/30, loss: 2.2134, acc: 0.8430
(TESTING) task: 8, epoch: 7/30, loss: 2.2137, acc: 0.8409
(TESTING) task: 8, epoch: 7/30, loss: 2.2136, acc: 0.8431
(TESTING) task: 8, epoch: 7/30, loss: 2.2135, acc: 0.8451
(TESTING) task: 8, epoch: 7/30, loss: 2.2135, acc: 0.8457
(TESTING) task: 8, epoch: 7/30, loss: 2.2134, acc: 0.8464
(TESTING) task: 8, epoch: 7/30, loss: 2.2132, acc: 0.8482
(TESTING) task: 8, epoch: 7/30, loss: 2.2133, acc: 0.8488
(TESTING) task: 8, epoch: 7/30, loss: 2.2135, acc: 0.8456
(TESTING) task: 8, epoch: 7/30, loss: 2.2134, acc: 0.8425
(TESTING) task: 8, epoch: 7/30, loss: 2.2133, acc: 0.8443
(TESTING) task: 8, epoch: 7/30, loss: 2.2135, acc: 0.8391
(TESTING) task: 8, epoch: 7/30, loss: 2.2137, acc: 0.8409
(TESTING) task: 8, epoch: 7/30, loss: 2.2136, acc: 0.8426
(TESTING) task: 8, epoch: 7/30, loss: 2.2137, acc: 0.8410
(TESTING) task: 8, epoch: 7/30, loss: 2.2132, acc: 0.8427
(TESTING) task: 8, epoch: 7/30, loss: 2.2130, acc: 0.8432
(TESTING) task: 8, epoch: 7/30, loss: 2.2133, acc: 0.8417
(TESTING) task: 8, epoch: 7/30, loss: 2.2135, acc: 0.8391
(TESTING) task: 8, epoch: 7/30, loss: 2.2134, acc: 0.8367
(TESTING) task: 8, epoch: 7/30, loss: 2.2133, acc: 0.8353
(TRAINING) task: 8, epoch: 8/30, loss: 2.2104, acc: 0.8672
(TRAINING) task: 8, epoch: 8/30, loss: 2.2101, acc: 0.8750
(TRAINING) task: 8, epoch: 8/30, loss: 2.2090, acc: 0.8828
(TRAINING) task: 8, epoch: 8/30, loss: 2.2082, acc: 0.8770
(TRAINING) task: 8, epoch: 8/30, loss: 2.2072, acc: 0.8758
(TRAINING) task: 8, epoch: 8/30, loss: 2.2068, acc: 0.8698
(TRAINING) task: 8, epoch: 8/30, loss: 2.2069, acc: 0.8700
(TRAINING) task: 8, epoch: 8/30, loss: 2.2061, acc: 0.8735
(TRAINING) task: 8, epoch: 8/30, loss: 2.2058, acc: 0.8715
(TRAINING) task: 8, epoch: 8/30, loss: 2.2052, acc: 0.8727
(TRAINING) task: 8, epoch: 8/30, loss: 2.2043, acc: 0.8746
(TRAINING) task: 8, epoch: 8/30, loss: 2.2038, acc: 0.8757
(TRAINING) task: 8, epoch: 8/30, loss: 2.2032, acc: 0.8774
(TRAINING) task: 8, epoch: 8/30, loss: 2.2025, acc: 0.8803
(TRAINING) task: 8, epoch: 8/30, loss: 2.2023, acc: 0.8784
(TRAINING) task: 8, epoch: 8/30, loss: 2.2020, acc: 0.8789
(TRAINING) task: 8, epoch: 8/30, loss: 2.2015, acc: 0.8794
(TRAINING) task: 8, epoch: 8/30, loss: 2.2009, acc: 0.8813
(TRAINING) task: 8, epoch: 8/30, loss: 2.2002, acc: 0.8824
(TRAINING) task: 8, epoch: 8/30, loss: 2.2003, acc: 0.8831
(TESTING) task: 8, epoch: 8/30, loss: 2.1953, acc: 0.8750
(TESTING) task: 8, epoch: 8/30, loss: 2.1955, acc: 0.8438
(TESTING) task: 8, epoch: 8/30, loss: 2.1987, acc: 0.8542
(TESTING) task: 8, epoch: 8/30, loss: 2.1913, acc: 0.8906
(TESTING) task: 8, epoch: 8/30, loss: 2.1926, acc: 0.8875
(TESTING) task: 8, epoch: 8/30, loss: 2.1910, acc: 0.8854
(TESTING) task: 8, epoch: 8/30, loss: 2.1889, acc: 0.8750
(TESTING) task: 8, epoch: 8/30, loss: 2.1914, acc: 0.8828
(TESTING) task: 8, epoch: 8/30, loss: 2.1903, acc: 0.8889
(TESTING) task: 8, epoch: 8/30, loss: 2.1919, acc: 0.8875
(TESTING) task: 8, epoch: 8/30, loss: 2.1906, acc: 0.8920
(TESTING) task: 8, epoch: 8/30, loss: 2.1901, acc: 0.8958
(TESTING) task: 8, epoch: 8/30, loss: 2.1909, acc: 0.8798
(TESTING) task: 8, epoch: 8/30, loss: 2.1904, acc: 0.8884
(TESTING) task: 8, epoch: 8/30, loss: 2.1904, acc: 0.8833
(TESTING) task: 8, epoch: 8/30, loss: 2.1914, acc: 0.8828
(TESTING) task: 8, epoch: 8/30, loss: 2.1920, acc: 0.8713
(TESTING) task: 8, epoch: 8/30, loss: 2.1927, acc: 0.8715
(TESTING) task: 8, epoch: 8/30, loss: 2.1927, acc: 0.8750
(TESTING) task: 8, epoch: 8/30, loss: 2.1927, acc: 0.8750
(TESTING) task: 8, epoch: 8/30, loss: 2.1932, acc: 0.8750
(TESTING) task: 8, epoch: 8/30, loss: 2.1933, acc: 0.8750
(TESTING) task: 8, epoch: 8/30, loss: 2.1934, acc: 0.8696
(TESTING) task: 8, epoch: 8/30, loss: 2.1935, acc: 0.8698
(TESTING) task: 8, epoch: 8/30, loss: 2.1933, acc: 0.8725
(TESTING) task: 8, epoch: 8/30, loss: 2.1922, acc: 0.8774
(TESTING) task: 8, epoch: 8/30, loss: 2.1926, acc: 0.8750
(TESTING) task: 8, epoch: 8/30, loss: 2.1924, acc: 0.8705
(TESTING) task: 8, epoch: 8/30, loss: 2.1922, acc: 0.8707
(TESTING) task: 8, epoch: 8/30, loss: 2.1924, acc: 0.8708
(TESTING) task: 8, epoch: 8/30, loss: 2.1928, acc: 0.8690
(TESTING) task: 8, epoch: 8/30, loss: 2.1928, acc: 0.8730
(TESTING) task: 8, epoch: 8/30, loss: 2.1926, acc: 0.8731
(TESTING) task: 8, epoch: 8/30, loss: 2.1927, acc: 0.8713
(TESTING) task: 8, epoch: 8/30, loss: 2.1929, acc: 0.8732
(TESTING) task: 8, epoch: 8/30, loss: 2.1934, acc: 0.8715
(TESTING) task: 8, epoch: 8/30, loss: 2.1934, acc: 0.8682
(TESTING) task: 8, epoch: 8/30, loss: 2.1936, acc: 0.8651
(TESTING) task: 8, epoch: 8/30, loss: 2.1932, acc: 0.8654
(TESTING) task: 8, epoch: 8/30, loss: 2.1931, acc: 0.8641
(TESTING) task: 8, epoch: 8/30, loss: 2.1932, acc: 0.8659
(TESTING) task: 8, epoch: 8/30, loss: 2.1931, acc: 0.8690
(TESTING) task: 8, epoch: 8/30, loss: 2.1927, acc: 0.8692
(TESTING) task: 8, epoch: 8/30, loss: 2.1930, acc: 0.8707
(TESTING) task: 8, epoch: 8/30, loss: 2.1930, acc: 0.8722
(TESTING) task: 8, epoch: 8/30, loss: 2.1926, acc: 0.8723
(TESTING) task: 8, epoch: 8/30, loss: 2.1926, acc: 0.8710
(TESTING) task: 8, epoch: 8/30, loss: 2.1924, acc: 0.8711
(TESTING) task: 8, epoch: 8/30, loss: 2.1927, acc: 0.8712
(TESTING) task: 8, epoch: 8/30, loss: 2.1926, acc: 0.8712
(TESTING) task: 8, epoch: 8/30, loss: 2.1923, acc: 0.8701
(TESTING) task: 8, epoch: 8/30, loss: 2.1919, acc: 0.8726
(TESTING) task: 8, epoch: 8/30, loss: 2.1919, acc: 0.8726
(TESTING) task: 8, epoch: 8/30, loss: 2.1921, acc: 0.8704
(TESTING) task: 8, epoch: 8/30, loss: 2.1924, acc: 0.8682
(TESTING) task: 8, epoch: 8/30, loss: 2.1927, acc: 0.8672
(TESTING) task: 8, epoch: 8/30, loss: 2.1929, acc: 0.8662
(TESTING) task: 8, epoch: 8/30, loss: 2.1931, acc: 0.8642
(TESTING) task: 8, epoch: 8/30, loss: 2.1933, acc: 0.8623
(TESTING) task: 8, epoch: 8/30, loss: 2.1934, acc: 0.8594
(TESTING) task: 8, epoch: 8/30, loss: 2.1936, acc: 0.8586
(TESTING) task: 8, epoch: 8/30, loss: 2.1934, acc: 0.8589
(TESTING) task: 8, epoch: 8/30, loss: 2.1931, acc: 0.8611
(TRAINING) task: 8, epoch: 9/30, loss: 2.1879, acc: 0.9062
(TRAINING) task: 8, epoch: 9/30, loss: 2.1848, acc: 0.9121
(TRAINING) task: 8, epoch: 9/30, loss: 2.1844, acc: 0.9193
(TRAINING) task: 8, epoch: 9/30, loss: 2.1842, acc: 0.9219
(TRAINING) task: 8, epoch: 9/30, loss: 2.1834, acc: 0.9156
(TRAINING) task: 8, epoch: 9/30, loss: 2.1835, acc: 0.9102
(TRAINING) task: 8, epoch: 9/30, loss: 2.1835, acc: 0.9107
(TRAINING) task: 8, epoch: 9/30, loss: 2.1830, acc: 0.9116
(TRAINING) task: 8, epoch: 9/30, loss: 2.1827, acc: 0.9106
(TRAINING) task: 8, epoch: 9/30, loss: 2.1825, acc: 0.9086
(TRAINING) task: 8, epoch: 9/30, loss: 2.1822, acc: 0.9073
(TRAINING) task: 8, epoch: 9/30, loss: 2.1820, acc: 0.9046
(TRAINING) task: 8, epoch: 9/30, loss: 2.1815, acc: 0.9017
(TRAINING) task: 8, epoch: 9/30, loss: 2.1813, acc: 0.9015
(TRAINING) task: 8, epoch: 9/30, loss: 2.1808, acc: 0.9036
(TRAINING) task: 8, epoch: 9/30, loss: 2.1802, acc: 0.9031
(TRAINING) task: 8, epoch: 9/30, loss: 2.1801, acc: 0.9005
(TRAINING) task: 8, epoch: 9/30, loss: 2.1791, acc: 0.9023
(TRAINING) task: 8, epoch: 9/30, loss: 2.1788, acc: 0.9025
(TRAINING) task: 8, epoch: 9/30, loss: 2.1778, acc: 0.9026
(TESTING) task: 8, epoch: 9/30, loss: 2.1697, acc: 0.8125
(TESTING) task: 8, epoch: 9/30, loss: 2.1785, acc: 0.8750
(TESTING) task: 8, epoch: 9/30, loss: 2.1749, acc: 0.8542
(TESTING) task: 8, epoch: 9/30, loss: 2.1718, acc: 0.8750
(TESTING) task: 8, epoch: 9/30, loss: 2.1753, acc: 0.8500
(TESTING) task: 8, epoch: 9/30, loss: 2.1712, acc: 0.8438
(TESTING) task: 8, epoch: 9/30, loss: 2.1738, acc: 0.8393
(TESTING) task: 8, epoch: 9/30, loss: 2.1739, acc: 0.8516
(TESTING) task: 8, epoch: 9/30, loss: 2.1739, acc: 0.8611
(TESTING) task: 8, epoch: 9/30, loss: 2.1753, acc: 0.8750
(TESTING) task: 8, epoch: 9/30, loss: 2.1758, acc: 0.8693
(TESTING) task: 8, epoch: 9/30, loss: 2.1758, acc: 0.8698
(TESTING) task: 8, epoch: 9/30, loss: 2.1739, acc: 0.8750
(TESTING) task: 8, epoch: 9/30, loss: 2.1748, acc: 0.8750
(TESTING) task: 8, epoch: 9/30, loss: 2.1770, acc: 0.8708
(TESTING) task: 8, epoch: 9/30, loss: 2.1755, acc: 0.8711
(TESTING) task: 8, epoch: 9/30, loss: 2.1746, acc: 0.8713
(TESTING) task: 8, epoch: 9/30, loss: 2.1736, acc: 0.8785
(TESTING) task: 8, epoch: 9/30, loss: 2.1745, acc: 0.8750
(TESTING) task: 8, epoch: 9/30, loss: 2.1729, acc: 0.8812
(TESTING) task: 8, epoch: 9/30, loss: 2.1717, acc: 0.8839
(TESTING) task: 8, epoch: 9/30, loss: 2.1706, acc: 0.8864
(TESTING) task: 8, epoch: 9/30, loss: 2.1704, acc: 0.8886
(TESTING) task: 8, epoch: 9/30, loss: 2.1709, acc: 0.8906
(TESTING) task: 8, epoch: 9/30, loss: 2.1710, acc: 0.8900
(TESTING) task: 8, epoch: 9/30, loss: 2.1711, acc: 0.8894
(TESTING) task: 8, epoch: 9/30, loss: 2.1710, acc: 0.8935
(TESTING) task: 8, epoch: 9/30, loss: 2.1712, acc: 0.8951
(TESTING) task: 8, epoch: 9/30, loss: 2.1718, acc: 0.8944
(TESTING) task: 8, epoch: 9/30, loss: 2.1715, acc: 0.8979
(TESTING) task: 8, epoch: 9/30, loss: 2.1716, acc: 0.8952
(TESTING) task: 8, epoch: 9/30, loss: 2.1717, acc: 0.8965
(TESTING) task: 8, epoch: 9/30, loss: 2.1715, acc: 0.8977
(TESTING) task: 8, epoch: 9/30, loss: 2.1714, acc: 0.8952
(TESTING) task: 8, epoch: 9/30, loss: 2.1709, acc: 0.8946
(TESTING) task: 8, epoch: 9/30, loss: 2.1704, acc: 0.8958
(TESTING) task: 8, epoch: 9/30, loss: 2.1698, acc: 0.8986
(TESTING) task: 8, epoch: 9/30, loss: 2.1698, acc: 0.8997
(TESTING) task: 8, epoch: 9/30, loss: 2.1692, acc: 0.9022
(TESTING) task: 8, epoch: 9/30, loss: 2.1698, acc: 0.8984
(TESTING) task: 8, epoch: 9/30, loss: 2.1693, acc: 0.9009
(TESTING) task: 8, epoch: 9/30, loss: 2.1696, acc: 0.9033
(TESTING) task: 8, epoch: 9/30, loss: 2.1690, acc: 0.9041
(TESTING) task: 8, epoch: 9/30, loss: 2.1692, acc: 0.9048
(TESTING) task: 8, epoch: 9/30, loss: 2.1696, acc: 0.9014
(TESTING) task: 8, epoch: 9/30, loss: 2.1694, acc: 0.9008
(TESTING) task: 8, epoch: 9/30, loss: 2.1697, acc: 0.8963
(TESTING) task: 8, epoch: 9/30, loss: 2.1700, acc: 0.8958
(TESTING) task: 8, epoch: 9/30, loss: 2.1706, acc: 0.8954
(TESTING) task: 8, epoch: 9/30, loss: 2.1703, acc: 0.8938
(TESTING) task: 8, epoch: 9/30, loss: 2.1705, acc: 0.8909
(TESTING) task: 8, epoch: 9/30, loss: 2.1703, acc: 0.8918
(TESTING) task: 8, epoch: 9/30, loss: 2.1704, acc: 0.8903
(TESTING) task: 8, epoch: 9/30, loss: 2.1704, acc: 0.8866
(TESTING) task: 8, epoch: 9/30, loss: 2.1711, acc: 0.8841
(TESTING) task: 8, epoch: 9/30, loss: 2.1712, acc: 0.8862
(TESTING) task: 8, epoch: 9/30, loss: 2.1712, acc: 0.8871
(TESTING) task: 8, epoch: 9/30, loss: 2.1710, acc: 0.8879
(TESTING) task: 8, epoch: 9/30, loss: 2.1711, acc: 0.8877
(TESTING) task: 8, epoch: 9/30, loss: 2.1712, acc: 0.8865
(TESTING) task: 8, epoch: 9/30, loss: 2.1709, acc: 0.8863
(TESTING) task: 8, epoch: 9/30, loss: 2.1708, acc: 0.8851
(TESTING) task: 8, epoch: 9/30, loss: 2.1717, acc: 0.8829
(TRAINING) task: 8, epoch: 10/30, loss: 2.1671, acc: 0.8789
(TRAINING) task: 8, epoch: 10/30, loss: 2.1687, acc: 0.8672
(TRAINING) task: 8, epoch: 10/30, loss: 2.1670, acc: 0.8763
(TRAINING) task: 8, epoch: 10/30, loss: 2.1658, acc: 0.8896
(TRAINING) task: 8, epoch: 10/30, loss: 2.1651, acc: 0.8961
(TRAINING) task: 8, epoch: 10/30, loss: 2.1636, acc: 0.9023
(TRAINING) task: 8, epoch: 10/30, loss: 2.1631, acc: 0.9057
(TRAINING) task: 8, epoch: 10/30, loss: 2.1625, acc: 0.9062
(TRAINING) task: 8, epoch: 10/30, loss: 2.1619, acc: 0.9071
(TRAINING) task: 8, epoch: 10/30, loss: 2.1612, acc: 0.9078
(TRAINING) task: 8, epoch: 10/30, loss: 2.1608, acc: 0.9062
(TRAINING) task: 8, epoch: 10/30, loss: 2.1600, acc: 0.9092
(TRAINING) task: 8, epoch: 10/30, loss: 2.1598, acc: 0.9084
(TRAINING) task: 8, epoch: 10/30, loss: 2.1584, acc: 0.9090
(TRAINING) task: 8, epoch: 10/30, loss: 2.1578, acc: 0.9096
(TRAINING) task: 8, epoch: 10/30, loss: 2.1566, acc: 0.9114
(TRAINING) task: 8, epoch: 10/30, loss: 2.1556, acc: 0.9125
(TRAINING) task: 8, epoch: 10/30, loss: 2.1551, acc: 0.9134
(TRAINING) task: 8, epoch: 10/30, loss: 2.1542, acc: 0.9155
(TRAINING) task: 8, epoch: 10/30, loss: 2.1537, acc: 0.9153
(TESTING) task: 8, epoch: 10/30, loss: 2.1691, acc: 0.8125
(TESTING) task: 8, epoch: 10/30, loss: 2.1438, acc: 0.8750
(TESTING) task: 8, epoch: 10/30, loss: 2.1578, acc: 0.7708
(TESTING) task: 8, epoch: 10/30, loss: 2.1439, acc: 0.8125
(TESTING) task: 8, epoch: 10/30, loss: 2.1480, acc: 0.8375
(TESTING) task: 8, epoch: 10/30, loss: 2.1460, acc: 0.8646
(TESTING) task: 8, epoch: 10/30, loss: 2.1460, acc: 0.8661
(TESTING) task: 8, epoch: 10/30, loss: 2.1423, acc: 0.8828
(TESTING) task: 8, epoch: 10/30, loss: 2.1438, acc: 0.8681
(TESTING) task: 8, epoch: 10/30, loss: 2.1445, acc: 0.8750
(TESTING) task: 8, epoch: 10/30, loss: 2.1451, acc: 0.8807
(TESTING) task: 8, epoch: 10/30, loss: 2.1408, acc: 0.8906
(TESTING) task: 8, epoch: 10/30, loss: 2.1413, acc: 0.8846
(TESTING) task: 8, epoch: 10/30, loss: 2.1424, acc: 0.8795
(TESTING) task: 8, epoch: 10/30, loss: 2.1417, acc: 0.8792
(TESTING) task: 8, epoch: 10/30, loss: 2.1412, acc: 0.8867
(TESTING) task: 8, epoch: 10/30, loss: 2.1422, acc: 0.8934
(TESTING) task: 8, epoch: 10/30, loss: 2.1423, acc: 0.8958
(TESTING) task: 8, epoch: 10/30, loss: 2.1441, acc: 0.8947
(TESTING) task: 8, epoch: 10/30, loss: 2.1439, acc: 0.8969
(TESTING) task: 8, epoch: 10/30, loss: 2.1449, acc: 0.8869
(TESTING) task: 8, epoch: 10/30, loss: 2.1442, acc: 0.8920
(TESTING) task: 8, epoch: 10/30, loss: 2.1456, acc: 0.8886
(TESTING) task: 8, epoch: 10/30, loss: 2.1441, acc: 0.8880
(TESTING) task: 8, epoch: 10/30, loss: 2.1441, acc: 0.8900
(TESTING) task: 8, epoch: 10/30, loss: 2.1442, acc: 0.8918
(TESTING) task: 8, epoch: 10/30, loss: 2.1446, acc: 0.8935
(TESTING) task: 8, epoch: 10/30, loss: 2.1451, acc: 0.8929
(TESTING) task: 8, epoch: 10/30, loss: 2.1450, acc: 0.8944
(TESTING) task: 8, epoch: 10/30, loss: 2.1449, acc: 0.8938
(TESTING) task: 8, epoch: 10/30, loss: 2.1444, acc: 0.8952
(TESTING) task: 8, epoch: 10/30, loss: 2.1450, acc: 0.8926
(TESTING) task: 8, epoch: 10/30, loss: 2.1453, acc: 0.8958
(TESTING) task: 8, epoch: 10/30, loss: 2.1447, acc: 0.8971
(TESTING) task: 8, epoch: 10/30, loss: 2.1447, acc: 0.8982
(TESTING) task: 8, epoch: 10/30, loss: 2.1439, acc: 0.8993
(TESTING) task: 8, epoch: 10/30, loss: 2.1434, acc: 0.9020
(TESTING) task: 8, epoch: 10/30, loss: 2.1443, acc: 0.9030
(TESTING) task: 8, epoch: 10/30, loss: 2.1442, acc: 0.9054
(TESTING) task: 8, epoch: 10/30, loss: 2.1448, acc: 0.9062
(TESTING) task: 8, epoch: 10/30, loss: 2.1447, acc: 0.9055
(TESTING) task: 8, epoch: 10/30, loss: 2.1449, acc: 0.9062
(TESTING) task: 8, epoch: 10/30, loss: 2.1455, acc: 0.9041
(TESTING) task: 8, epoch: 10/30, loss: 2.1459, acc: 0.9020
(TESTING) task: 8, epoch: 10/30, loss: 2.1466, acc: 0.9000
(TESTING) task: 8, epoch: 10/30, loss: 2.1471, acc: 0.8995
(TESTING) task: 8, epoch: 10/30, loss: 2.1469, acc: 0.9003
(TESTING) task: 8, epoch: 10/30, loss: 2.1467, acc: 0.9023
(TESTING) task: 8, epoch: 10/30, loss: 2.1466, acc: 0.9018
(TESTING) task: 8, epoch: 10/30, loss: 2.1465, acc: 0.9012
(TESTING) task: 8, epoch: 10/30, loss: 2.1463, acc: 0.9032
(TESTING) task: 8, epoch: 10/30, loss: 2.1463, acc: 0.9014
(TESTING) task: 8, epoch: 10/30, loss: 2.1463, acc: 0.9021
(TESTING) task: 8, epoch: 10/30, loss: 2.1466, acc: 0.9005
(TESTING) task: 8, epoch: 10/30, loss: 2.1465, acc: 0.9011
(TESTING) task: 8, epoch: 10/30, loss: 2.1461, acc: 0.9018
(TESTING) task: 8, epoch: 10/30, loss: 2.1456, acc: 0.9024
(TESTING) task: 8, epoch: 10/30, loss: 2.1458, acc: 0.9041
(TESTING) task: 8, epoch: 10/30, loss: 2.1459, acc: 0.9015
(TESTING) task: 8, epoch: 10/30, loss: 2.1462, acc: 0.9000
(TESTING) task: 8, epoch: 10/30, loss: 2.1465, acc: 0.8996
(TESTING) task: 8, epoch: 10/30, loss: 2.1465, acc: 0.8992
(TESTING) task: 8, epoch: 10/30, loss: 2.1469, acc: 0.9008
(TRAINING) task: 8, epoch: 11/30, loss: 2.1442, acc: 0.9414
(TRAINING) task: 8, epoch: 11/30, loss: 2.1447, acc: 0.9277
(TRAINING) task: 8, epoch: 11/30, loss: 2.1438, acc: 0.9193
(TRAINING) task: 8, epoch: 11/30, loss: 2.1422, acc: 0.9160
(TRAINING) task: 8, epoch: 11/30, loss: 2.1407, acc: 0.9172
(TRAINING) task: 8, epoch: 11/30, loss: 2.1400, acc: 0.9206
(TRAINING) task: 8, epoch: 11/30, loss: 2.1375, acc: 0.9258
(TRAINING) task: 8, epoch: 11/30, loss: 2.1358, acc: 0.9268
(TRAINING) task: 8, epoch: 11/30, loss: 2.1343, acc: 0.9288
(TRAINING) task: 8, epoch: 11/30, loss: 2.1334, acc: 0.9293
(TRAINING) task: 8, epoch: 11/30, loss: 2.1331, acc: 0.9304
(TRAINING) task: 8, epoch: 11/30, loss: 2.1321, acc: 0.9310
(TRAINING) task: 8, epoch: 11/30, loss: 2.1310, acc: 0.9321
(TRAINING) task: 8, epoch: 11/30, loss: 2.1303, acc: 0.9333
(TRAINING) task: 8, epoch: 11/30, loss: 2.1292, acc: 0.9341
(TRAINING) task: 8, epoch: 11/30, loss: 2.1289, acc: 0.9336
(TRAINING) task: 8, epoch: 11/30, loss: 2.1288, acc: 0.9320
(TRAINING) task: 8, epoch: 11/30, loss: 2.1284, acc: 0.9319
(TRAINING) task: 8, epoch: 11/30, loss: 2.1277, acc: 0.9313
(TRAINING) task: 8, epoch: 11/30, loss: 2.1274, acc: 0.9322
(TESTING) task: 8, epoch: 11/30, loss: 2.1089, acc: 1.0000
(TESTING) task: 8, epoch: 11/30, loss: 2.1133, acc: 0.9375
(TESTING) task: 8, epoch: 11/30, loss: 2.1093, acc: 0.9583
(TESTING) task: 8, epoch: 11/30, loss: 2.1125, acc: 0.9531
(TESTING) task: 8, epoch: 11/30, loss: 2.1140, acc: 0.9625
(TESTING) task: 8, epoch: 11/30, loss: 2.1153, acc: 0.9583
(TESTING) task: 8, epoch: 11/30, loss: 2.1193, acc: 0.9464
(TESTING) task: 8, epoch: 11/30, loss: 2.1213, acc: 0.9453
(TESTING) task: 8, epoch: 11/30, loss: 2.1236, acc: 0.9514
(TESTING) task: 8, epoch: 11/30, loss: 2.1207, acc: 0.9563
(TESTING) task: 8, epoch: 11/30, loss: 2.1177, acc: 0.9602
(TESTING) task: 8, epoch: 11/30, loss: 2.1161, acc: 0.9531
(TESTING) task: 8, epoch: 11/30, loss: 2.1159, acc: 0.9567
(TESTING) task: 8, epoch: 11/30, loss: 2.1135, acc: 0.9509
(TESTING) task: 8, epoch: 11/30, loss: 2.1143, acc: 0.9500
(TESTING) task: 8, epoch: 11/30, loss: 2.1145, acc: 0.9492
(TESTING) task: 8, epoch: 11/30, loss: 2.1151, acc: 0.9449
(TESTING) task: 8, epoch: 11/30, loss: 2.1145, acc: 0.9444
(TESTING) task: 8, epoch: 11/30, loss: 2.1155, acc: 0.9441
(TESTING) task: 8, epoch: 11/30, loss: 2.1158, acc: 0.9437
(TESTING) task: 8, epoch: 11/30, loss: 2.1153, acc: 0.9435
(TESTING) task: 8, epoch: 11/30, loss: 2.1162, acc: 0.9375
(TESTING) task: 8, epoch: 11/30, loss: 2.1162, acc: 0.9375
(TESTING) task: 8, epoch: 11/30, loss: 2.1161, acc: 0.9401
(TESTING) task: 8, epoch: 11/30, loss: 2.1160, acc: 0.9375
(TESTING) task: 8, epoch: 11/30, loss: 2.1170, acc: 0.9351
(TESTING) task: 8, epoch: 11/30, loss: 2.1161, acc: 0.9375
(TESTING) task: 8, epoch: 11/30, loss: 2.1157, acc: 0.9375
(TESTING) task: 8, epoch: 11/30, loss: 2.1161, acc: 0.9397
(TESTING) task: 8, epoch: 11/30, loss: 2.1164, acc: 0.9417
(TESTING) task: 8, epoch: 11/30, loss: 2.1158, acc: 0.9395
(TESTING) task: 8, epoch: 11/30, loss: 2.1149, acc: 0.9414
(TESTING) task: 8, epoch: 11/30, loss: 2.1150, acc: 0.9394
(TESTING) task: 8, epoch: 11/30, loss: 2.1150, acc: 0.9412
(TESTING) task: 8, epoch: 11/30, loss: 2.1144, acc: 0.9429
(TESTING) task: 8, epoch: 11/30, loss: 2.1159, acc: 0.9392
(TESTING) task: 8, epoch: 11/30, loss: 2.1160, acc: 0.9392
(TESTING) task: 8, epoch: 11/30, loss: 2.1169, acc: 0.9375
(TESTING) task: 8, epoch: 11/30, loss: 2.1173, acc: 0.9375
(TESTING) task: 8, epoch: 11/30, loss: 2.1168, acc: 0.9344
(TESTING) task: 8, epoch: 11/30, loss: 2.1170, acc: 0.9345
(TESTING) task: 8, epoch: 11/30, loss: 2.1179, acc: 0.9330
(TESTING) task: 8, epoch: 11/30, loss: 2.1183, acc: 0.9331
(TESTING) task: 8, epoch: 11/30, loss: 2.1183, acc: 0.9347
(TESTING) task: 8, epoch: 11/30, loss: 2.1181, acc: 0.9361
(TESTING) task: 8, epoch: 11/30, loss: 2.1180, acc: 0.9361
(TESTING) task: 8, epoch: 11/30, loss: 2.1179, acc: 0.9335
(TESTING) task: 8, epoch: 11/30, loss: 2.1181, acc: 0.9336
(TESTING) task: 8, epoch: 11/30, loss: 2.1180, acc: 0.9337
(TESTING) task: 8, epoch: 11/30, loss: 2.1175, acc: 0.9325
(TESTING) task: 8, epoch: 11/30, loss: 2.1173, acc: 0.9326
(TESTING) task: 8, epoch: 11/30, loss: 2.1174, acc: 0.9327
(TESTING) task: 8, epoch: 11/30, loss: 2.1183, acc: 0.9340
(TESTING) task: 8, epoch: 11/30, loss: 2.1187, acc: 0.9340
(TESTING) task: 8, epoch: 11/30, loss: 2.1193, acc: 0.9318
(TESTING) task: 8, epoch: 11/30, loss: 2.1200, acc: 0.9275
(TESTING) task: 8, epoch: 11/30, loss: 2.1200, acc: 0.9265
(TESTING) task: 8, epoch: 11/30, loss: 2.1198, acc: 0.9278
(TESTING) task: 8, epoch: 11/30, loss: 2.1197, acc: 0.9258
(TESTING) task: 8, epoch: 11/30, loss: 2.1204, acc: 0.9240
(TESTING) task: 8, epoch: 11/30, loss: 2.1201, acc: 0.9242
(TESTING) task: 8, epoch: 11/30, loss: 2.1204, acc: 0.9234
(TESTING) task: 8, epoch: 11/30, loss: 2.1210, acc: 0.9226
(TRAINING) task: 8, epoch: 12/30, loss: 2.1085, acc: 0.9570
(TRAINING) task: 8, epoch: 12/30, loss: 2.1100, acc: 0.9512
(TRAINING) task: 8, epoch: 12/30, loss: 2.1109, acc: 0.9453
(TRAINING) task: 8, epoch: 12/30, loss: 2.1124, acc: 0.9453
(TRAINING) task: 8, epoch: 12/30, loss: 2.1111, acc: 0.9477
(TRAINING) task: 8, epoch: 12/30, loss: 2.1109, acc: 0.9447
(TRAINING) task: 8, epoch: 12/30, loss: 2.1106, acc: 0.9481
(TRAINING) task: 8, epoch: 12/30, loss: 2.1101, acc: 0.9492
(TRAINING) task: 8, epoch: 12/30, loss: 2.1085, acc: 0.9497
(TRAINING) task: 8, epoch: 12/30, loss: 2.1079, acc: 0.9477
(TRAINING) task: 8, epoch: 12/30, loss: 2.1066, acc: 0.9471
(TRAINING) task: 8, epoch: 12/30, loss: 2.1065, acc: 0.9456
(TRAINING) task: 8, epoch: 12/30, loss: 2.1056, acc: 0.9459
(TRAINING) task: 8, epoch: 12/30, loss: 2.1040, acc: 0.9450
(TRAINING) task: 8, epoch: 12/30, loss: 2.1033, acc: 0.9453
(TRAINING) task: 8, epoch: 12/30, loss: 2.1028, acc: 0.9438
(TRAINING) task: 8, epoch: 12/30, loss: 2.1022, acc: 0.9449
(TRAINING) task: 8, epoch: 12/30, loss: 2.1015, acc: 0.9453
(TRAINING) task: 8, epoch: 12/30, loss: 2.1003, acc: 0.9455
(TRAINING) task: 8, epoch: 12/30, loss: 2.0998, acc: 0.9449
(TESTING) task: 8, epoch: 12/30, loss: 2.0982, acc: 0.9375
(TESTING) task: 8, epoch: 12/30, loss: 2.1035, acc: 0.9688
(TESTING) task: 8, epoch: 12/30, loss: 2.1034, acc: 0.9792
(TESTING) task: 8, epoch: 12/30, loss: 2.0979, acc: 0.9531
(TESTING) task: 8, epoch: 12/30, loss: 2.0992, acc: 0.9375
(TESTING) task: 8, epoch: 12/30, loss: 2.1016, acc: 0.9167
(TESTING) task: 8, epoch: 12/30, loss: 2.1015, acc: 0.9196
(TESTING) task: 8, epoch: 12/30, loss: 2.1062, acc: 0.9141
(TESTING) task: 8, epoch: 12/30, loss: 2.1058, acc: 0.9167
(TESTING) task: 8, epoch: 12/30, loss: 2.1057, acc: 0.9187
(TESTING) task: 8, epoch: 12/30, loss: 2.1041, acc: 0.9261
(TESTING) task: 8, epoch: 12/30, loss: 2.1017, acc: 0.9271
(TESTING) task: 8, epoch: 12/30, loss: 2.0986, acc: 0.9231
(TESTING) task: 8, epoch: 12/30, loss: 2.0958, acc: 0.9286
(TESTING) task: 8, epoch: 12/30, loss: 2.0958, acc: 0.9292
(TESTING) task: 8, epoch: 12/30, loss: 2.0976, acc: 0.9258
(TESTING) task: 8, epoch: 12/30, loss: 2.0986, acc: 0.9191
(TESTING) task: 8, epoch: 12/30, loss: 2.0968, acc: 0.9236
(TESTING) task: 8, epoch: 12/30, loss: 2.0977, acc: 0.9243
(TESTING) task: 8, epoch: 12/30, loss: 2.0961, acc: 0.9281
(TESTING) task: 8, epoch: 12/30, loss: 2.0949, acc: 0.9286
(TESTING) task: 8, epoch: 12/30, loss: 2.0959, acc: 0.9261
(TESTING) task: 8, epoch: 12/30, loss: 2.0964, acc: 0.9239
(TESTING) task: 8, epoch: 12/30, loss: 2.0957, acc: 0.9245
(TESTING) task: 8, epoch: 12/30, loss: 2.0950, acc: 0.9275
(TESTING) task: 8, epoch: 12/30, loss: 2.0943, acc: 0.9303
(TESTING) task: 8, epoch: 12/30, loss: 2.0935, acc: 0.9329
(TESTING) task: 8, epoch: 12/30, loss: 2.0939, acc: 0.9330
(TESTING) task: 8, epoch: 12/30, loss: 2.0945, acc: 0.9289
(TESTING) task: 8, epoch: 12/30, loss: 2.0946, acc: 0.9292
(TESTING) task: 8, epoch: 12/30, loss: 2.0931, acc: 0.9294
(TESTING) task: 8, epoch: 12/30, loss: 2.0922, acc: 0.9316
(TESTING) task: 8, epoch: 12/30, loss: 2.0915, acc: 0.9318
(TESTING) task: 8, epoch: 12/30, loss: 2.0922, acc: 0.9320
(TESTING) task: 8, epoch: 12/30, loss: 2.0932, acc: 0.9286
(TESTING) task: 8, epoch: 12/30, loss: 2.0939, acc: 0.9271
(TESTING) task: 8, epoch: 12/30, loss: 2.0934, acc: 0.9291
(TESTING) task: 8, epoch: 12/30, loss: 2.0930, acc: 0.9309
(TESTING) task: 8, epoch: 12/30, loss: 2.0925, acc: 0.9327
(TESTING) task: 8, epoch: 12/30, loss: 2.0927, acc: 0.9328
(TESTING) task: 8, epoch: 12/30, loss: 2.0937, acc: 0.9345
(TESTING) task: 8, epoch: 12/30, loss: 2.0943, acc: 0.9345
(TESTING) task: 8, epoch: 12/30, loss: 2.0955, acc: 0.9331
(TESTING) task: 8, epoch: 12/30, loss: 2.0959, acc: 0.9304
(TESTING) task: 8, epoch: 12/30, loss: 2.0960, acc: 0.9306
(TESTING) task: 8, epoch: 12/30, loss: 2.0962, acc: 0.9293
(TESTING) task: 8, epoch: 12/30, loss: 2.0968, acc: 0.9282
(TESTING) task: 8, epoch: 12/30, loss: 2.0967, acc: 0.9271
(TESTING) task: 8, epoch: 12/30, loss: 2.0959, acc: 0.9286
(TESTING) task: 8, epoch: 12/30, loss: 2.0953, acc: 0.9300
(TESTING) task: 8, epoch: 12/30, loss: 2.0956, acc: 0.9314
(TESTING) task: 8, epoch: 12/30, loss: 2.0960, acc: 0.9315
(TESTING) task: 8, epoch: 12/30, loss: 2.0953, acc: 0.9328
(TESTING) task: 8, epoch: 12/30, loss: 2.0945, acc: 0.9340
(TESTING) task: 8, epoch: 12/30, loss: 2.0942, acc: 0.9341
(TESTING) task: 8, epoch: 12/30, loss: 2.0939, acc: 0.9353
(TESTING) task: 8, epoch: 12/30, loss: 2.0944, acc: 0.9353
(TESTING) task: 8, epoch: 12/30, loss: 2.0947, acc: 0.9343
(TESTING) task: 8, epoch: 12/30, loss: 2.0947, acc: 0.9343
(TESTING) task: 8, epoch: 12/30, loss: 2.0948, acc: 0.9333
(TESTING) task: 8, epoch: 12/30, loss: 2.0940, acc: 0.9344
(TESTING) task: 8, epoch: 12/30, loss: 2.0943, acc: 0.9325
(TESTING) task: 8, epoch: 12/30, loss: 2.0948, acc: 0.9335
(TRAINING) task: 8, epoch: 13/30, loss: 2.0767, acc: 0.9297
(TRAINING) task: 8, epoch: 13/30, loss: 2.0820, acc: 0.9336
(TRAINING) task: 8, epoch: 13/30, loss: 2.0862, acc: 0.9375
(TRAINING) task: 8, epoch: 13/30, loss: 2.0860, acc: 0.9414
(TRAINING) task: 8, epoch: 13/30, loss: 2.0840, acc: 0.9453
(TRAINING) task: 8, epoch: 13/30, loss: 2.0822, acc: 0.9466
(TRAINING) task: 8, epoch: 13/30, loss: 2.0807, acc: 0.9498
(TRAINING) task: 8, epoch: 13/30, loss: 2.0789, acc: 0.9526
(TRAINING) task: 8, epoch: 13/30, loss: 2.0787, acc: 0.9510
(TRAINING) task: 8, epoch: 13/30, loss: 2.0780, acc: 0.9523
(TRAINING) task: 8, epoch: 13/30, loss: 2.0764, acc: 0.9538
(TRAINING) task: 8, epoch: 13/30, loss: 2.0762, acc: 0.9541
(TRAINING) task: 8, epoch: 13/30, loss: 2.0769, acc: 0.9528
(TRAINING) task: 8, epoch: 13/30, loss: 2.0763, acc: 0.9528
(TRAINING) task: 8, epoch: 13/30, loss: 2.0756, acc: 0.9536
(TRAINING) task: 8, epoch: 13/30, loss: 2.0746, acc: 0.9543
(TRAINING) task: 8, epoch: 13/30, loss: 2.0743, acc: 0.9543
(TRAINING) task: 8, epoch: 13/30, loss: 2.0733, acc: 0.9555
(TRAINING) task: 8, epoch: 13/30, loss: 2.0724, acc: 0.9554
(TRAINING) task: 8, epoch: 13/30, loss: 2.0724, acc: 0.9554
(TESTING) task: 8, epoch: 13/30, loss: 2.1020, acc: 0.9375
(TESTING) task: 8, epoch: 13/30, loss: 2.1113, acc: 0.9062
(TESTING) task: 8, epoch: 13/30, loss: 2.1055, acc: 0.9375
(TESTING) task: 8, epoch: 13/30, loss: 2.1063, acc: 0.9375
(TESTING) task: 8, epoch: 13/30, loss: 2.0979, acc: 0.9125
(TESTING) task: 8, epoch: 13/30, loss: 2.0967, acc: 0.9167
(TESTING) task: 8, epoch: 13/30, loss: 2.0955, acc: 0.9286
(TESTING) task: 8, epoch: 13/30, loss: 2.0980, acc: 0.9297
(TESTING) task: 8, epoch: 13/30, loss: 2.0940, acc: 0.9375
(TESTING) task: 8, epoch: 13/30, loss: 2.0917, acc: 0.9437
(TESTING) task: 8, epoch: 13/30, loss: 2.0880, acc: 0.9432
(TESTING) task: 8, epoch: 13/30, loss: 2.0870, acc: 0.9479
(TESTING) task: 8, epoch: 13/30, loss: 2.0830, acc: 0.9471
(TESTING) task: 8, epoch: 13/30, loss: 2.0846, acc: 0.9375
(TESTING) task: 8, epoch: 13/30, loss: 2.0848, acc: 0.9333
(TESTING) task: 8, epoch: 13/30, loss: 2.0871, acc: 0.9297
(TESTING) task: 8, epoch: 13/30, loss: 2.0851, acc: 0.9301
(TESTING) task: 8, epoch: 13/30, loss: 2.0825, acc: 0.9340
(TESTING) task: 8, epoch: 13/30, loss: 2.0825, acc: 0.9342
(TESTING) task: 8, epoch: 13/30, loss: 2.0838, acc: 0.9344
(TESTING) task: 8, epoch: 13/30, loss: 2.0844, acc: 0.9345
(TESTING) task: 8, epoch: 13/30, loss: 2.0849, acc: 0.9375
(TESTING) task: 8, epoch: 13/30, loss: 2.0856, acc: 0.9402
(TESTING) task: 8, epoch: 13/30, loss: 2.0837, acc: 0.9401
(TESTING) task: 8, epoch: 13/30, loss: 2.0820, acc: 0.9425
(TESTING) task: 8, epoch: 13/30, loss: 2.0839, acc: 0.9399
(TESTING) task: 8, epoch: 13/30, loss: 2.0836, acc: 0.9421
(TESTING) task: 8, epoch: 13/30, loss: 2.0824, acc: 0.9420
(TESTING) task: 8, epoch: 13/30, loss: 2.0801, acc: 0.9397
(TESTING) task: 8, epoch: 13/30, loss: 2.0777, acc: 0.9417
(TESTING) task: 8, epoch: 13/30, loss: 2.0781, acc: 0.9395
(TESTING) task: 8, epoch: 13/30, loss: 2.0767, acc: 0.9414
(TESTING) task: 8, epoch: 13/30, loss: 2.0773, acc: 0.9394
(TESTING) task: 8, epoch: 13/30, loss: 2.0771, acc: 0.9412
(TESTING) task: 8, epoch: 13/30, loss: 2.0765, acc: 0.9393
(TESTING) task: 8, epoch: 13/30, loss: 2.0756, acc: 0.9392
(TESTING) task: 8, epoch: 13/30, loss: 2.0749, acc: 0.9392
(TESTING) task: 8, epoch: 13/30, loss: 2.0743, acc: 0.9408
(TESTING) task: 8, epoch: 13/30, loss: 2.0736, acc: 0.9407
(TESTING) task: 8, epoch: 13/30, loss: 2.0736, acc: 0.9406
(TESTING) task: 8, epoch: 13/30, loss: 2.0739, acc: 0.9390
(TESTING) task: 8, epoch: 13/30, loss: 2.0733, acc: 0.9405
(TESTING) task: 8, epoch: 13/30, loss: 2.0736, acc: 0.9390
(TESTING) task: 8, epoch: 13/30, loss: 2.0738, acc: 0.9347
(TESTING) task: 8, epoch: 13/30, loss: 2.0724, acc: 0.9333
(TESTING) task: 8, epoch: 13/30, loss: 2.0725, acc: 0.9334
(TESTING) task: 8, epoch: 13/30, loss: 2.0726, acc: 0.9348
(TESTING) task: 8, epoch: 13/30, loss: 2.0717, acc: 0.9362
(TESTING) task: 8, epoch: 13/30, loss: 2.0710, acc: 0.9375
(TESTING) task: 8, epoch: 13/30, loss: 2.0702, acc: 0.9375
(TESTING) task: 8, epoch: 13/30, loss: 2.0707, acc: 0.9375
(TESTING) task: 8, epoch: 13/30, loss: 2.0694, acc: 0.9387
(TESTING) task: 8, epoch: 13/30, loss: 2.0692, acc: 0.9375
(TESTING) task: 8, epoch: 13/30, loss: 2.0683, acc: 0.9387
(TESTING) task: 8, epoch: 13/30, loss: 2.0685, acc: 0.9398
(TESTING) task: 8, epoch: 13/30, loss: 2.0684, acc: 0.9397
(TESTING) task: 8, epoch: 13/30, loss: 2.0681, acc: 0.9408
(TESTING) task: 8, epoch: 13/30, loss: 2.0680, acc: 0.9418
(TESTING) task: 8, epoch: 13/30, loss: 2.0675, acc: 0.9417
(TESTING) task: 8, epoch: 13/30, loss: 2.0677, acc: 0.9427
(TESTING) task: 8, epoch: 13/30, loss: 2.0670, acc: 0.9436
(TESTING) task: 8, epoch: 13/30, loss: 2.0672, acc: 0.9435
(TESTING) task: 8, epoch: 13/30, loss: 2.0682, acc: 0.9405
(TRAINING) task: 8, epoch: 14/30, loss: 2.0521, acc: 0.9609
(TRAINING) task: 8, epoch: 14/30, loss: 2.0521, acc: 0.9551
(TRAINING) task: 8, epoch: 14/30, loss: 2.0533, acc: 0.9544
(TRAINING) task: 8, epoch: 14/30, loss: 2.0548, acc: 0.9551
(TRAINING) task: 8, epoch: 14/30, loss: 2.0565, acc: 0.9555
(TRAINING) task: 8, epoch: 14/30, loss: 2.0539, acc: 0.9551
(TRAINING) task: 8, epoch: 14/30, loss: 2.0513, acc: 0.9581
(TRAINING) task: 8, epoch: 14/30, loss: 2.0511, acc: 0.9585
(TRAINING) task: 8, epoch: 14/30, loss: 2.0508, acc: 0.9570
(TRAINING) task: 8, epoch: 14/30, loss: 2.0493, acc: 0.9574
(TRAINING) task: 8, epoch: 14/30, loss: 2.0482, acc: 0.9581
(TRAINING) task: 8, epoch: 14/30, loss: 2.0476, acc: 0.9587
(TRAINING) task: 8, epoch: 14/30, loss: 2.0465, acc: 0.9588
(TRAINING) task: 8, epoch: 14/30, loss: 2.0463, acc: 0.9590
(TRAINING) task: 8, epoch: 14/30, loss: 2.0465, acc: 0.9583
(TRAINING) task: 8, epoch: 14/30, loss: 2.0450, acc: 0.9585
(TRAINING) task: 8, epoch: 14/30, loss: 2.0442, acc: 0.9584
(TRAINING) task: 8, epoch: 14/30, loss: 2.0433, acc: 0.9581
(TRAINING) task: 8, epoch: 14/30, loss: 2.0432, acc: 0.9589
(TRAINING) task: 8, epoch: 14/30, loss: 2.0427, acc: 0.9595
(TESTING) task: 8, epoch: 14/30, loss: 2.0375, acc: 1.0000
(TESTING) task: 8, epoch: 14/30, loss: 2.0449, acc: 0.9062
(TESTING) task: 8, epoch: 14/30, loss: 2.0387, acc: 0.9375
(TESTING) task: 8, epoch: 14/30, loss: 2.0312, acc: 0.9531
(TESTING) task: 8, epoch: 14/30, loss: 2.0320, acc: 0.9625
(TESTING) task: 8, epoch: 14/30, loss: 2.0362, acc: 0.9688
(TESTING) task: 8, epoch: 14/30, loss: 2.0409, acc: 0.9554
(TESTING) task: 8, epoch: 14/30, loss: 2.0396, acc: 0.9609
(TESTING) task: 8, epoch: 14/30, loss: 2.0408, acc: 0.9583
(TESTING) task: 8, epoch: 14/30, loss: 2.0461, acc: 0.9500
(TESTING) task: 8, epoch: 14/30, loss: 2.0478, acc: 0.9545
(TESTING) task: 8, epoch: 14/30, loss: 2.0457, acc: 0.9531
(TESTING) task: 8, epoch: 14/30, loss: 2.0459, acc: 0.9519
(TESTING) task: 8, epoch: 14/30, loss: 2.0449, acc: 0.9509
(TESTING) task: 8, epoch: 14/30, loss: 2.0450, acc: 0.9500
(TESTING) task: 8, epoch: 14/30, loss: 2.0452, acc: 0.9531
(TESTING) task: 8, epoch: 14/30, loss: 2.0434, acc: 0.9522
(TESTING) task: 8, epoch: 14/30, loss: 2.0444, acc: 0.9514
(TESTING) task: 8, epoch: 14/30, loss: 2.0440, acc: 0.9507
(TESTING) task: 8, epoch: 14/30, loss: 2.0420, acc: 0.9531
(TESTING) task: 8, epoch: 14/30, loss: 2.0418, acc: 0.9494
(TESTING) task: 8, epoch: 14/30, loss: 2.0436, acc: 0.9460
(TESTING) task: 8, epoch: 14/30, loss: 2.0422, acc: 0.9457
(TESTING) task: 8, epoch: 14/30, loss: 2.0428, acc: 0.9427
(TESTING) task: 8, epoch: 14/30, loss: 2.0416, acc: 0.9425
(TESTING) task: 8, epoch: 14/30, loss: 2.0417, acc: 0.9447
(TESTING) task: 8, epoch: 14/30, loss: 2.0424, acc: 0.9468
(TESTING) task: 8, epoch: 14/30, loss: 2.0436, acc: 0.9487
(TESTING) task: 8, epoch: 14/30, loss: 2.0440, acc: 0.9483
(TESTING) task: 8, epoch: 14/30, loss: 2.0428, acc: 0.9479
(TESTING) task: 8, epoch: 14/30, loss: 2.0418, acc: 0.9476
(TESTING) task: 8, epoch: 14/30, loss: 2.0413, acc: 0.9473
(TESTING) task: 8, epoch: 14/30, loss: 2.0399, acc: 0.9489
(TESTING) task: 8, epoch: 14/30, loss: 2.0398, acc: 0.9504
(TESTING) task: 8, epoch: 14/30, loss: 2.0386, acc: 0.9500
(TESTING) task: 8, epoch: 14/30, loss: 2.0388, acc: 0.9497
(TESTING) task: 8, epoch: 14/30, loss: 2.0389, acc: 0.9510
(TESTING) task: 8, epoch: 14/30, loss: 2.0385, acc: 0.9507
(TESTING) task: 8, epoch: 14/30, loss: 2.0388, acc: 0.9503
(TESTING) task: 8, epoch: 14/30, loss: 2.0400, acc: 0.9500
(TESTING) task: 8, epoch: 14/30, loss: 2.0400, acc: 0.9482
(TESTING) task: 8, epoch: 14/30, loss: 2.0401, acc: 0.9479
(TESTING) task: 8, epoch: 14/30, loss: 2.0396, acc: 0.9477
(TESTING) task: 8, epoch: 14/30, loss: 2.0387, acc: 0.9489
(TESTING) task: 8, epoch: 14/30, loss: 2.0396, acc: 0.9472
(TESTING) task: 8, epoch: 14/30, loss: 2.0393, acc: 0.9484
(TESTING) task: 8, epoch: 14/30, loss: 2.0390, acc: 0.9495
(TESTING) task: 8, epoch: 14/30, loss: 2.0388, acc: 0.9492
(TESTING) task: 8, epoch: 14/30, loss: 2.0385, acc: 0.9490
(TESTING) task: 8, epoch: 14/30, loss: 2.0374, acc: 0.9487
(TESTING) task: 8, epoch: 14/30, loss: 2.0367, acc: 0.9485
(TESTING) task: 8, epoch: 14/30, loss: 2.0367, acc: 0.9495
(TESTING) task: 8, epoch: 14/30, loss: 2.0366, acc: 0.9505
(TESTING) task: 8, epoch: 14/30, loss: 2.0369, acc: 0.9502
(TESTING) task: 8, epoch: 14/30, loss: 2.0374, acc: 0.9489
(TESTING) task: 8, epoch: 14/30, loss: 2.0376, acc: 0.9487
(TESTING) task: 8, epoch: 14/30, loss: 2.0371, acc: 0.9496
(TESTING) task: 8, epoch: 14/30, loss: 2.0375, acc: 0.9504
(TESTING) task: 8, epoch: 14/30, loss: 2.0379, acc: 0.9492
(TESTING) task: 8, epoch: 14/30, loss: 2.0375, acc: 0.9490
(TESTING) task: 8, epoch: 14/30, loss: 2.0377, acc: 0.9498
(TESTING) task: 8, epoch: 14/30, loss: 2.0379, acc: 0.9496
(TESTING) task: 8, epoch: 14/30, loss: 2.0385, acc: 0.9484
(TRAINING) task: 8, epoch: 15/30, loss: 2.0312, acc: 0.9688
(TRAINING) task: 8, epoch: 15/30, loss: 2.0363, acc: 0.9668
(TRAINING) task: 8, epoch: 15/30, loss: 2.0300, acc: 0.9622
(TRAINING) task: 8, epoch: 15/30, loss: 2.0279, acc: 0.9619
(TRAINING) task: 8, epoch: 15/30, loss: 2.0280, acc: 0.9633
(TRAINING) task: 8, epoch: 15/30, loss: 2.0260, acc: 0.9642
(TRAINING) task: 8, epoch: 15/30, loss: 2.0250, acc: 0.9609
(TRAINING) task: 8, epoch: 15/30, loss: 2.0236, acc: 0.9619
(TRAINING) task: 8, epoch: 15/30, loss: 2.0229, acc: 0.9609
(TRAINING) task: 8, epoch: 15/30, loss: 2.0226, acc: 0.9598
(TRAINING) task: 8, epoch: 15/30, loss: 2.0220, acc: 0.9595
(TRAINING) task: 8, epoch: 15/30, loss: 2.0202, acc: 0.9590
(TRAINING) task: 8, epoch: 15/30, loss: 2.0195, acc: 0.9591
(TRAINING) task: 8, epoch: 15/30, loss: 2.0185, acc: 0.9573
(TRAINING) task: 8, epoch: 15/30, loss: 2.0175, acc: 0.9583
(TRAINING) task: 8, epoch: 15/30, loss: 2.0161, acc: 0.9592
(TRAINING) task: 8, epoch: 15/30, loss: 2.0152, acc: 0.9589
(TRAINING) task: 8, epoch: 15/30, loss: 2.0145, acc: 0.9592
(TRAINING) task: 8, epoch: 15/30, loss: 2.0138, acc: 0.9585
(TRAINING) task: 8, epoch: 15/30, loss: 2.0142, acc: 0.9576
(TESTING) task: 8, epoch: 15/30, loss: 1.9992, acc: 0.9375
(TESTING) task: 8, epoch: 15/30, loss: 2.0084, acc: 0.9688
(TESTING) task: 8, epoch: 15/30, loss: 1.9877, acc: 0.9792
(TESTING) task: 8, epoch: 15/30, loss: 1.9911, acc: 0.9844
(TESTING) task: 8, epoch: 15/30, loss: 1.9990, acc: 0.9750
(TESTING) task: 8, epoch: 15/30, loss: 2.0003, acc: 0.9688
(TESTING) task: 8, epoch: 15/30, loss: 2.0037, acc: 0.9732
(TESTING) task: 8, epoch: 15/30, loss: 2.0024, acc: 0.9766
(TESTING) task: 8, epoch: 15/30, loss: 2.0076, acc: 0.9722
(TESTING) task: 8, epoch: 15/30, loss: 2.0044, acc: 0.9688
(TESTING) task: 8, epoch: 15/30, loss: 2.0045, acc: 0.9602
(TESTING) task: 8, epoch: 15/30, loss: 2.0063, acc: 0.9583
(TESTING) task: 8, epoch: 15/30, loss: 2.0084, acc: 0.9519
(TESTING) task: 8, epoch: 15/30, loss: 2.0098, acc: 0.9554
(TESTING) task: 8, epoch: 15/30, loss: 2.0112, acc: 0.9542
(TESTING) task: 8, epoch: 15/30, loss: 2.0121, acc: 0.9570
(TESTING) task: 8, epoch: 15/30, loss: 2.0113, acc: 0.9522
(TESTING) task: 8, epoch: 15/30, loss: 2.0126, acc: 0.9549
(TESTING) task: 8, epoch: 15/30, loss: 2.0133, acc: 0.9539
(TESTING) task: 8, epoch: 15/30, loss: 2.0155, acc: 0.9531
(TESTING) task: 8, epoch: 15/30, loss: 2.0167, acc: 0.9494
(TESTING) task: 8, epoch: 15/30, loss: 2.0170, acc: 0.9489
(TESTING) task: 8, epoch: 15/30, loss: 2.0168, acc: 0.9457
(TESTING) task: 8, epoch: 15/30, loss: 2.0152, acc: 0.9479
(TESTING) task: 8, epoch: 15/30, loss: 2.0128, acc: 0.9500
(TESTING) task: 8, epoch: 15/30, loss: 2.0120, acc: 0.9495
(TESTING) task: 8, epoch: 15/30, loss: 2.0126, acc: 0.9468
(TESTING) task: 8, epoch: 15/30, loss: 2.0135, acc: 0.9442
(TESTING) task: 8, epoch: 15/30, loss: 2.0143, acc: 0.9461
(TESTING) task: 8, epoch: 15/30, loss: 2.0144, acc: 0.9479
(TESTING) task: 8, epoch: 15/30, loss: 2.0129, acc: 0.9456
(TESTING) task: 8, epoch: 15/30, loss: 2.0118, acc: 0.9434
(TESTING) task: 8, epoch: 15/30, loss: 2.0099, acc: 0.9451
(TESTING) task: 8, epoch: 15/30, loss: 2.0102, acc: 0.9467
(TESTING) task: 8, epoch: 15/30, loss: 2.0098, acc: 0.9482
(TESTING) task: 8, epoch: 15/30, loss: 2.0114, acc: 0.9462
(TESTING) task: 8, epoch: 15/30, loss: 2.0107, acc: 0.9476
(TESTING) task: 8, epoch: 15/30, loss: 2.0116, acc: 0.9441
(TESTING) task: 8, epoch: 15/30, loss: 2.0127, acc: 0.9455
(TESTING) task: 8, epoch: 15/30, loss: 2.0123, acc: 0.9469
(TESTING) task: 8, epoch: 15/30, loss: 2.0123, acc: 0.9466
(TESTING) task: 8, epoch: 15/30, loss: 2.0124, acc: 0.9449
(TESTING) task: 8, epoch: 15/30, loss: 2.0128, acc: 0.9433
(TESTING) task: 8, epoch: 15/30, loss: 2.0128, acc: 0.9418
(TESTING) task: 8, epoch: 15/30, loss: 2.0125, acc: 0.9403
(TESTING) task: 8, epoch: 15/30, loss: 2.0121, acc: 0.9402
(TESTING) task: 8, epoch: 15/30, loss: 2.0114, acc: 0.9402
(TESTING) task: 8, epoch: 15/30, loss: 2.0111, acc: 0.9414
(TESTING) task: 8, epoch: 15/30, loss: 2.0115, acc: 0.9413
(TESTING) task: 8, epoch: 15/30, loss: 2.0115, acc: 0.9413
(TESTING) task: 8, epoch: 15/30, loss: 2.0115, acc: 0.9424
(TESTING) task: 8, epoch: 15/30, loss: 2.0120, acc: 0.9423
(TESTING) task: 8, epoch: 15/30, loss: 2.0124, acc: 0.9422
(TESTING) task: 8, epoch: 15/30, loss: 2.0135, acc: 0.9421
(TESTING) task: 8, epoch: 15/30, loss: 2.0127, acc: 0.9432
(TESTING) task: 8, epoch: 15/30, loss: 2.0122, acc: 0.9442
(TESTING) task: 8, epoch: 15/30, loss: 2.0119, acc: 0.9452
(TESTING) task: 8, epoch: 15/30, loss: 2.0118, acc: 0.9450
(TESTING) task: 8, epoch: 15/30, loss: 2.0122, acc: 0.9439
(TESTING) task: 8, epoch: 15/30, loss: 2.0120, acc: 0.9448
(TESTING) task: 8, epoch: 15/30, loss: 2.0123, acc: 0.9447
(TESTING) task: 8, epoch: 15/30, loss: 2.0121, acc: 0.9456
(TESTING) task: 8, epoch: 15/30, loss: 2.0111, acc: 0.9464
(TRAINING) task: 8, epoch: 16/30, loss: 1.9877, acc: 0.9727
(TRAINING) task: 8, epoch: 16/30, loss: 1.9891, acc: 0.9629
(TRAINING) task: 8, epoch: 16/30, loss: 1.9893, acc: 0.9570
(TRAINING) task: 8, epoch: 16/30, loss: 1.9880, acc: 0.9561
(TRAINING) task: 8, epoch: 16/30, loss: 1.9912, acc: 0.9492
(TRAINING) task: 8, epoch: 16/30, loss: 1.9924, acc: 0.9492
(TRAINING) task: 8, epoch: 16/30, loss: 1.9941, acc: 0.9487
(TRAINING) task: 8, epoch: 16/30, loss: 1.9942, acc: 0.9492
(TRAINING) task: 8, epoch: 16/30, loss: 1.9943, acc: 0.9510
(TRAINING) task: 8, epoch: 16/30, loss: 1.9937, acc: 0.9520
(TRAINING) task: 8, epoch: 16/30, loss: 1.9939, acc: 0.9542
(TRAINING) task: 8, epoch: 16/30, loss: 1.9929, acc: 0.9548
(TRAINING) task: 8, epoch: 16/30, loss: 1.9927, acc: 0.9543
(TRAINING) task: 8, epoch: 16/30, loss: 1.9915, acc: 0.9548
(TRAINING) task: 8, epoch: 16/30, loss: 1.9909, acc: 0.9536
(TRAINING) task: 8, epoch: 16/30, loss: 1.9900, acc: 0.9541
(TRAINING) task: 8, epoch: 16/30, loss: 1.9892, acc: 0.9543
(TRAINING) task: 8, epoch: 16/30, loss: 1.9885, acc: 0.9551
(TRAINING) task: 8, epoch: 16/30, loss: 1.9878, acc: 0.9556
(TRAINING) task: 8, epoch: 16/30, loss: 1.9873, acc: 0.9563
(TESTING) task: 8, epoch: 16/30, loss: 1.9931, acc: 0.9375
(TESTING) task: 8, epoch: 16/30, loss: 1.9893, acc: 0.9688
(TESTING) task: 8, epoch: 16/30, loss: 1.9793, acc: 0.9583
(TESTING) task: 8, epoch: 16/30, loss: 1.9727, acc: 0.9688
(TESTING) task: 8, epoch: 16/30, loss: 1.9707, acc: 0.9500
(TESTING) task: 8, epoch: 16/30, loss: 1.9785, acc: 0.9271
(TESTING) task: 8, epoch: 16/30, loss: 1.9721, acc: 0.9375
(TESTING) task: 8, epoch: 16/30, loss: 1.9766, acc: 0.9453
(TESTING) task: 8, epoch: 16/30, loss: 1.9849, acc: 0.9306
(TESTING) task: 8, epoch: 16/30, loss: 1.9805, acc: 0.9375
(TESTING) task: 8, epoch: 16/30, loss: 1.9797, acc: 0.9261
(TESTING) task: 8, epoch: 16/30, loss: 1.9835, acc: 0.9323
(TESTING) task: 8, epoch: 16/30, loss: 1.9838, acc: 0.9375
(TESTING) task: 8, epoch: 16/30, loss: 1.9825, acc: 0.9330
(TESTING) task: 8, epoch: 16/30, loss: 1.9787, acc: 0.9375
(TESTING) task: 8, epoch: 16/30, loss: 1.9811, acc: 0.9375
(TESTING) task: 8, epoch: 16/30, loss: 1.9847, acc: 0.9375
(TESTING) task: 8, epoch: 16/30, loss: 1.9849, acc: 0.9410
(TESTING) task: 8, epoch: 16/30, loss: 1.9863, acc: 0.9408
(TESTING) task: 8, epoch: 16/30, loss: 1.9876, acc: 0.9406
(TESTING) task: 8, epoch: 16/30, loss: 1.9892, acc: 0.9435
(TESTING) task: 8, epoch: 16/30, loss: 1.9874, acc: 0.9460
(TESTING) task: 8, epoch: 16/30, loss: 1.9862, acc: 0.9484
(TESTING) task: 8, epoch: 16/30, loss: 1.9859, acc: 0.9427
(TESTING) task: 8, epoch: 16/30, loss: 1.9855, acc: 0.9425
(TESTING) task: 8, epoch: 16/30, loss: 1.9855, acc: 0.9447
(TESTING) task: 8, epoch: 16/30, loss: 1.9848, acc: 0.9444
(TESTING) task: 8, epoch: 16/30, loss: 1.9856, acc: 0.9397
(TESTING) task: 8, epoch: 16/30, loss: 1.9873, acc: 0.9375
(TESTING) task: 8, epoch: 16/30, loss: 1.9876, acc: 0.9354
(TESTING) task: 8, epoch: 16/30, loss: 1.9879, acc: 0.9375
(TESTING) task: 8, epoch: 16/30, loss: 1.9880, acc: 0.9395
(TESTING) task: 8, epoch: 16/30, loss: 1.9872, acc: 0.9394
(TESTING) task: 8, epoch: 16/30, loss: 1.9875, acc: 0.9412
(TESTING) task: 8, epoch: 16/30, loss: 1.9885, acc: 0.9393
(TESTING) task: 8, epoch: 16/30, loss: 1.9890, acc: 0.9392
(TESTING) task: 8, epoch: 16/30, loss: 1.9885, acc: 0.9409
(TESTING) task: 8, epoch: 16/30, loss: 1.9878, acc: 0.9408
(TESTING) task: 8, epoch: 16/30, loss: 1.9872, acc: 0.9407
(TESTING) task: 8, epoch: 16/30, loss: 1.9880, acc: 0.9391
(TESTING) task: 8, epoch: 16/30, loss: 1.9894, acc: 0.9390
(TESTING) task: 8, epoch: 16/30, loss: 1.9896, acc: 0.9390
(TESTING) task: 8, epoch: 16/30, loss: 1.9883, acc: 0.9404
(TESTING) task: 8, epoch: 16/30, loss: 1.9887, acc: 0.9403
(TESTING) task: 8, epoch: 16/30, loss: 1.9876, acc: 0.9403
(TESTING) task: 8, epoch: 16/30, loss: 1.9878, acc: 0.9389
(TESTING) task: 8, epoch: 16/30, loss: 1.9882, acc: 0.9388
(TESTING) task: 8, epoch: 16/30, loss: 1.9877, acc: 0.9388
(TESTING) task: 8, epoch: 16/30, loss: 1.9876, acc: 0.9401
(TESTING) task: 8, epoch: 16/30, loss: 1.9866, acc: 0.9400
(TESTING) task: 8, epoch: 16/30, loss: 1.9864, acc: 0.9400
(TESTING) task: 8, epoch: 16/30, loss: 1.9869, acc: 0.9399
(TESTING) task: 8, epoch: 16/30, loss: 1.9859, acc: 0.9410
(TESTING) task: 8, epoch: 16/30, loss: 1.9866, acc: 0.9421
(TESTING) task: 8, epoch: 16/30, loss: 1.9863, acc: 0.9432
(TESTING) task: 8, epoch: 16/30, loss: 1.9863, acc: 0.9431
(TESTING) task: 8, epoch: 16/30, loss: 1.9859, acc: 0.9430
(TESTING) task: 8, epoch: 16/30, loss: 1.9852, acc: 0.9429
(TESTING) task: 8, epoch: 16/30, loss: 1.9848, acc: 0.9428
(TESTING) task: 8, epoch: 16/30, loss: 1.9851, acc: 0.9437
(TESTING) task: 8, epoch: 16/30, loss: 1.9841, acc: 0.9447
(TESTING) task: 8, epoch: 16/30, loss: 1.9832, acc: 0.9456
(TESTING) task: 8, epoch: 16/30, loss: 1.9843, acc: 0.9464
(TRAINING) task: 8, epoch: 17/30, loss: 1.9702, acc: 0.9609
(TRAINING) task: 8, epoch: 17/30, loss: 1.9717, acc: 0.9707
(TRAINING) task: 8, epoch: 17/30, loss: 1.9735, acc: 0.9648
(TRAINING) task: 8, epoch: 17/30, loss: 1.9695, acc: 0.9697
(TRAINING) task: 8, epoch: 17/30, loss: 1.9672, acc: 0.9672
(TRAINING) task: 8, epoch: 17/30, loss: 1.9656, acc: 0.9622
(TRAINING) task: 8, epoch: 17/30, loss: 1.9650, acc: 0.9587
(TRAINING) task: 8, epoch: 17/30, loss: 1.9637, acc: 0.9575
(TRAINING) task: 8, epoch: 17/30, loss: 1.9631, acc: 0.9570
(TRAINING) task: 8, epoch: 17/30, loss: 1.9616, acc: 0.9570
(TRAINING) task: 8, epoch: 17/30, loss: 1.9606, acc: 0.9570
(TRAINING) task: 8, epoch: 17/30, loss: 1.9610, acc: 0.9570
(TRAINING) task: 8, epoch: 17/30, loss: 1.9613, acc: 0.9570
(TRAINING) task: 8, epoch: 17/30, loss: 1.9611, acc: 0.9573
(TRAINING) task: 8, epoch: 17/30, loss: 1.9603, acc: 0.9581
(TRAINING) task: 8, epoch: 17/30, loss: 1.9601, acc: 0.9578
(TRAINING) task: 8, epoch: 17/30, loss: 1.9602, acc: 0.9575
(TRAINING) task: 8, epoch: 17/30, loss: 1.9594, acc: 0.9577
(TRAINING) task: 8, epoch: 17/30, loss: 1.9587, acc: 0.9576
(TRAINING) task: 8, epoch: 17/30, loss: 1.9576, acc: 0.9576
(TESTING) task: 8, epoch: 17/30, loss: 1.9033, acc: 0.9375
(TESTING) task: 8, epoch: 17/30, loss: 1.9248, acc: 0.9062
(TESTING) task: 8, epoch: 17/30, loss: 1.9310, acc: 0.9375
(TESTING) task: 8, epoch: 17/30, loss: 1.9363, acc: 0.9375
(TESTING) task: 8, epoch: 17/30, loss: 1.9297, acc: 0.9500
(TESTING) task: 8, epoch: 17/30, loss: 1.9257, acc: 0.9479
(TESTING) task: 8, epoch: 17/30, loss: 1.9324, acc: 0.9375
(TESTING) task: 8, epoch: 17/30, loss: 1.9374, acc: 0.9453
(TESTING) task: 8, epoch: 17/30, loss: 1.9370, acc: 0.9444
(TESTING) task: 8, epoch: 17/30, loss: 1.9378, acc: 0.9437
(TESTING) task: 8, epoch: 17/30, loss: 1.9422, acc: 0.9375
(TESTING) task: 8, epoch: 17/30, loss: 1.9411, acc: 0.9427
(TESTING) task: 8, epoch: 17/30, loss: 1.9469, acc: 0.9375
(TESTING) task: 8, epoch: 17/30, loss: 1.9422, acc: 0.9420
(TESTING) task: 8, epoch: 17/30, loss: 1.9467, acc: 0.9375
(TESTING) task: 8, epoch: 17/30, loss: 1.9443, acc: 0.9414
(TESTING) task: 8, epoch: 17/30, loss: 1.9463, acc: 0.9338
(TESTING) task: 8, epoch: 17/30, loss: 1.9507, acc: 0.9271
(TESTING) task: 8, epoch: 17/30, loss: 1.9509, acc: 0.9276
(TESTING) task: 8, epoch: 17/30, loss: 1.9512, acc: 0.9313
(TESTING) task: 8, epoch: 17/30, loss: 1.9517, acc: 0.9315
(TESTING) task: 8, epoch: 17/30, loss: 1.9520, acc: 0.9318
(TESTING) task: 8, epoch: 17/30, loss: 1.9531, acc: 0.9321
(TESTING) task: 8, epoch: 17/30, loss: 1.9544, acc: 0.9297
(TESTING) task: 8, epoch: 17/30, loss: 1.9565, acc: 0.9325
(TESTING) task: 8, epoch: 17/30, loss: 1.9563, acc: 0.9351
(TESTING) task: 8, epoch: 17/30, loss: 1.9554, acc: 0.9375
(TESTING) task: 8, epoch: 17/30, loss: 1.9561, acc: 0.9397
(TESTING) task: 8, epoch: 17/30, loss: 1.9540, acc: 0.9418
(TESTING) task: 8, epoch: 17/30, loss: 1.9529, acc: 0.9417
(TESTING) task: 8, epoch: 17/30, loss: 1.9530, acc: 0.9435
(TESTING) task: 8, epoch: 17/30, loss: 1.9513, acc: 0.9453
(TESTING) task: 8, epoch: 17/30, loss: 1.9526, acc: 0.9432
(TESTING) task: 8, epoch: 17/30, loss: 1.9525, acc: 0.9449
(TESTING) task: 8, epoch: 17/30, loss: 1.9529, acc: 0.9429
(TESTING) task: 8, epoch: 17/30, loss: 1.9545, acc: 0.9410
(TESTING) task: 8, epoch: 17/30, loss: 1.9543, acc: 0.9426
(TESTING) task: 8, epoch: 17/30, loss: 1.9554, acc: 0.9408
(TESTING) task: 8, epoch: 17/30, loss: 1.9540, acc: 0.9423
(TESTING) task: 8, epoch: 17/30, loss: 1.9552, acc: 0.9422
(TESTING) task: 8, epoch: 17/30, loss: 1.9551, acc: 0.9421
(TESTING) task: 8, epoch: 17/30, loss: 1.9541, acc: 0.9435
(TESTING) task: 8, epoch: 17/30, loss: 1.9548, acc: 0.9433
(TESTING) task: 8, epoch: 17/30, loss: 1.9546, acc: 0.9432
(TESTING) task: 8, epoch: 17/30, loss: 1.9543, acc: 0.9444
(TESTING) task: 8, epoch: 17/30, loss: 1.9533, acc: 0.9457
(TESTING) task: 8, epoch: 17/30, loss: 1.9524, acc: 0.9455
(TESTING) task: 8, epoch: 17/30, loss: 1.9520, acc: 0.9466
(TESTING) task: 8, epoch: 17/30, loss: 1.9529, acc: 0.9452
(TESTING) task: 8, epoch: 17/30, loss: 1.9533, acc: 0.9450
(TESTING) task: 8, epoch: 17/30, loss: 1.9519, acc: 0.9449
(TESTING) task: 8, epoch: 17/30, loss: 1.9514, acc: 0.9459
(TESTING) task: 8, epoch: 17/30, loss: 1.9520, acc: 0.9446
(TESTING) task: 8, epoch: 17/30, loss: 1.9521, acc: 0.9444
(TESTING) task: 8, epoch: 17/30, loss: 1.9523, acc: 0.9455
(TESTING) task: 8, epoch: 17/30, loss: 1.9530, acc: 0.9464
(TESTING) task: 8, epoch: 17/30, loss: 1.9541, acc: 0.9474
(TESTING) task: 8, epoch: 17/30, loss: 1.9544, acc: 0.9472
(TESTING) task: 8, epoch: 17/30, loss: 1.9540, acc: 0.9481
(TESTING) task: 8, epoch: 17/30, loss: 1.9543, acc: 0.9490
(TESTING) task: 8, epoch: 17/30, loss: 1.9547, acc: 0.9477
(TESTING) task: 8, epoch: 17/30, loss: 1.9537, acc: 0.9486
(TESTING) task: 8, epoch: 17/30, loss: 1.9545, acc: 0.9494
(TRAINING) task: 8, epoch: 18/30, loss: 1.9145, acc: 0.9531
(TRAINING) task: 8, epoch: 18/30, loss: 1.9290, acc: 0.9551
(TRAINING) task: 8, epoch: 18/30, loss: 1.9359, acc: 0.9557
(TRAINING) task: 8, epoch: 18/30, loss: 1.9374, acc: 0.9619
(TRAINING) task: 8, epoch: 18/30, loss: 1.9356, acc: 0.9648
(TRAINING) task: 8, epoch: 18/30, loss: 1.9358, acc: 0.9629
(TRAINING) task: 8, epoch: 18/30, loss: 1.9377, acc: 0.9615
(TRAINING) task: 8, epoch: 18/30, loss: 1.9379, acc: 0.9604
(TRAINING) task: 8, epoch: 18/30, loss: 1.9391, acc: 0.9570
(TRAINING) task: 8, epoch: 18/30, loss: 1.9388, acc: 0.9594
(TRAINING) task: 8, epoch: 18/30, loss: 1.9383, acc: 0.9588
(TRAINING) task: 8, epoch: 18/30, loss: 1.9369, acc: 0.9603
(TRAINING) task: 8, epoch: 18/30, loss: 1.9362, acc: 0.9609
(TRAINING) task: 8, epoch: 18/30, loss: 1.9353, acc: 0.9612
(TRAINING) task: 8, epoch: 18/30, loss: 1.9343, acc: 0.9625
(TRAINING) task: 8, epoch: 18/30, loss: 1.9344, acc: 0.9614
(TRAINING) task: 8, epoch: 18/30, loss: 1.9338, acc: 0.9609
(TRAINING) task: 8, epoch: 18/30, loss: 1.9329, acc: 0.9609
(TRAINING) task: 8, epoch: 18/30, loss: 1.9329, acc: 0.9616
(TRAINING) task: 8, epoch: 18/30, loss: 1.9325, acc: 0.9605
(TESTING) task: 8, epoch: 18/30, loss: 1.9683, acc: 0.9375
(TESTING) task: 8, epoch: 18/30, loss: 1.9772, acc: 0.9375
(TESTING) task: 8, epoch: 18/30, loss: 1.9537, acc: 0.9583
(TESTING) task: 8, epoch: 18/30, loss: 1.9569, acc: 0.9688
(TESTING) task: 8, epoch: 18/30, loss: 1.9584, acc: 0.9500
(TESTING) task: 8, epoch: 18/30, loss: 1.9622, acc: 0.9375
(TESTING) task: 8, epoch: 18/30, loss: 1.9513, acc: 0.9375
(TESTING) task: 8, epoch: 18/30, loss: 1.9474, acc: 0.9453
(TESTING) task: 8, epoch: 18/30, loss: 1.9460, acc: 0.9444
(TESTING) task: 8, epoch: 18/30, loss: 1.9501, acc: 0.9313
(TESTING) task: 8, epoch: 18/30, loss: 1.9478, acc: 0.9318
(TESTING) task: 8, epoch: 18/30, loss: 1.9435, acc: 0.9323
(TESTING) task: 8, epoch: 18/30, loss: 1.9433, acc: 0.9327
(TESTING) task: 8, epoch: 18/30, loss: 1.9428, acc: 0.9375
(TESTING) task: 8, epoch: 18/30, loss: 1.9432, acc: 0.9417
(TESTING) task: 8, epoch: 18/30, loss: 1.9383, acc: 0.9453
(TESTING) task: 8, epoch: 18/30, loss: 1.9382, acc: 0.9449
(TESTING) task: 8, epoch: 18/30, loss: 1.9360, acc: 0.9444
(TESTING) task: 8, epoch: 18/30, loss: 1.9367, acc: 0.9474
(TESTING) task: 8, epoch: 18/30, loss: 1.9381, acc: 0.9469
(TESTING) task: 8, epoch: 18/30, loss: 1.9373, acc: 0.9494
(TESTING) task: 8, epoch: 18/30, loss: 1.9416, acc: 0.9375
(TESTING) task: 8, epoch: 18/30, loss: 1.9379, acc: 0.9402
(TESTING) task: 8, epoch: 18/30, loss: 1.9365, acc: 0.9401
(TESTING) task: 8, epoch: 18/30, loss: 1.9355, acc: 0.9400
(TESTING) task: 8, epoch: 18/30, loss: 1.9382, acc: 0.9375
(TESTING) task: 8, epoch: 18/30, loss: 1.9369, acc: 0.9375
(TESTING) task: 8, epoch: 18/30, loss: 1.9369, acc: 0.9397
(TESTING) task: 8, epoch: 18/30, loss: 1.9367, acc: 0.9418
(TESTING) task: 8, epoch: 18/30, loss: 1.9389, acc: 0.9396
(TESTING) task: 8, epoch: 18/30, loss: 1.9389, acc: 0.9415
(TESTING) task: 8, epoch: 18/30, loss: 1.9373, acc: 0.9434
(TESTING) task: 8, epoch: 18/30, loss: 1.9385, acc: 0.9413
(TESTING) task: 8, epoch: 18/30, loss: 1.9363, acc: 0.9430
(TESTING) task: 8, epoch: 18/30, loss: 1.9379, acc: 0.9446
(TESTING) task: 8, epoch: 18/30, loss: 1.9365, acc: 0.9462
(TESTING) task: 8, epoch: 18/30, loss: 1.9372, acc: 0.9476
(TESTING) task: 8, epoch: 18/30, loss: 1.9366, acc: 0.9441
(TESTING) task: 8, epoch: 18/30, loss: 1.9371, acc: 0.9407
(TESTING) task: 8, epoch: 18/30, loss: 1.9361, acc: 0.9422
(TESTING) task: 8, epoch: 18/30, loss: 1.9363, acc: 0.9436
(TESTING) task: 8, epoch: 18/30, loss: 1.9359, acc: 0.9449
(TESTING) task: 8, epoch: 18/30, loss: 1.9355, acc: 0.9448
(TESTING) task: 8, epoch: 18/30, loss: 1.9354, acc: 0.9460
(TESTING) task: 8, epoch: 18/30, loss: 1.9350, acc: 0.9472
(TESTING) task: 8, epoch: 18/30, loss: 1.9356, acc: 0.9457
(TESTING) task: 8, epoch: 18/30, loss: 1.9351, acc: 0.9455
(TESTING) task: 8, epoch: 18/30, loss: 1.9352, acc: 0.9466
(TESTING) task: 8, epoch: 18/30, loss: 1.9357, acc: 0.9477
(TESTING) task: 8, epoch: 18/30, loss: 1.9346, acc: 0.9487
(TESTING) task: 8, epoch: 18/30, loss: 1.9340, acc: 0.9498
(TESTING) task: 8, epoch: 18/30, loss: 1.9337, acc: 0.9495
(TESTING) task: 8, epoch: 18/30, loss: 1.9342, acc: 0.9493
(TESTING) task: 8, epoch: 18/30, loss: 1.9336, acc: 0.9502
(TESTING) task: 8, epoch: 18/30, loss: 1.9343, acc: 0.9511
(TESTING) task: 8, epoch: 18/30, loss: 1.9352, acc: 0.9509
(TESTING) task: 8, epoch: 18/30, loss: 1.9350, acc: 0.9507
(TESTING) task: 8, epoch: 18/30, loss: 1.9349, acc: 0.9494
(TESTING) task: 8, epoch: 18/30, loss: 1.9351, acc: 0.9481
(TESTING) task: 8, epoch: 18/30, loss: 1.9357, acc: 0.9479
(TESTING) task: 8, epoch: 18/30, loss: 1.9364, acc: 0.9467
(TESTING) task: 8, epoch: 18/30, loss: 1.9366, acc: 0.9476
(TESTING) task: 8, epoch: 18/30, loss: 1.9374, acc: 0.9484
(TRAINING) task: 8, epoch: 19/30, loss: 1.9215, acc: 0.9570
(TRAINING) task: 8, epoch: 19/30, loss: 1.9244, acc: 0.9648
(TRAINING) task: 8, epoch: 19/30, loss: 1.9280, acc: 0.9635
(TRAINING) task: 8, epoch: 19/30, loss: 1.9234, acc: 0.9609
(TRAINING) task: 8, epoch: 19/30, loss: 1.9217, acc: 0.9617
(TRAINING) task: 8, epoch: 19/30, loss: 1.9213, acc: 0.9603
(TRAINING) task: 8, epoch: 19/30, loss: 1.9202, acc: 0.9604
(TRAINING) task: 8, epoch: 19/30, loss: 1.9196, acc: 0.9614
(TRAINING) task: 8, epoch: 19/30, loss: 1.9176, acc: 0.9627
(TRAINING) task: 8, epoch: 19/30, loss: 1.9174, acc: 0.9629
(TRAINING) task: 8, epoch: 19/30, loss: 1.9170, acc: 0.9631
(TRAINING) task: 8, epoch: 19/30, loss: 1.9165, acc: 0.9632
(TRAINING) task: 8, epoch: 19/30, loss: 1.9170, acc: 0.9618
(TRAINING) task: 8, epoch: 19/30, loss: 1.9162, acc: 0.9629
(TRAINING) task: 8, epoch: 19/30, loss: 1.9149, acc: 0.9628
(TRAINING) task: 8, epoch: 19/30, loss: 1.9145, acc: 0.9631
(TRAINING) task: 8, epoch: 19/30, loss: 1.9147, acc: 0.9635
(TRAINING) task: 8, epoch: 19/30, loss: 1.9140, acc: 0.9635
(TRAINING) task: 8, epoch: 19/30, loss: 1.9128, acc: 0.9638
(TRAINING) task: 8, epoch: 19/30, loss: 1.9120, acc: 0.9645
(TESTING) task: 8, epoch: 19/30, loss: 1.9037, acc: 0.9375
(TESTING) task: 8, epoch: 19/30, loss: 1.8886, acc: 0.9688
(TESTING) task: 8, epoch: 19/30, loss: 1.8930, acc: 0.9583
(TESTING) task: 8, epoch: 19/30, loss: 1.8926, acc: 0.9531
(TESTING) task: 8, epoch: 19/30, loss: 1.8984, acc: 0.9500
(TESTING) task: 8, epoch: 19/30, loss: 1.9062, acc: 0.9479
(TESTING) task: 8, epoch: 19/30, loss: 1.9096, acc: 0.9375
(TESTING) task: 8, epoch: 19/30, loss: 1.9110, acc: 0.9219
(TESTING) task: 8, epoch: 19/30, loss: 1.9067, acc: 0.9306
(TESTING) task: 8, epoch: 19/30, loss: 1.9033, acc: 0.9375
(TESTING) task: 8, epoch: 19/30, loss: 1.9003, acc: 0.9432
(TESTING) task: 8, epoch: 19/30, loss: 1.9044, acc: 0.9375
(TESTING) task: 8, epoch: 19/30, loss: 1.9064, acc: 0.9423
(TESTING) task: 8, epoch: 19/30, loss: 1.9078, acc: 0.9420
(TESTING) task: 8, epoch: 19/30, loss: 1.9071, acc: 0.9417
(TESTING) task: 8, epoch: 19/30, loss: 1.9071, acc: 0.9414
(TESTING) task: 8, epoch: 19/30, loss: 1.9064, acc: 0.9412
(TESTING) task: 8, epoch: 19/30, loss: 1.9081, acc: 0.9444
(TESTING) task: 8, epoch: 19/30, loss: 1.9095, acc: 0.9474
(TESTING) task: 8, epoch: 19/30, loss: 1.9085, acc: 0.9469
(TESTING) task: 8, epoch: 19/30, loss: 1.9098, acc: 0.9464
(TESTING) task: 8, epoch: 19/30, loss: 1.9112, acc: 0.9460
(TESTING) task: 8, epoch: 19/30, loss: 1.9125, acc: 0.9457
(TESTING) task: 8, epoch: 19/30, loss: 1.9133, acc: 0.9479
(TESTING) task: 8, epoch: 19/30, loss: 1.9105, acc: 0.9475
(TESTING) task: 8, epoch: 19/30, loss: 1.9110, acc: 0.9495
(TESTING) task: 8, epoch: 19/30, loss: 1.9106, acc: 0.9514
(TESTING) task: 8, epoch: 19/30, loss: 1.9075, acc: 0.9531
(TESTING) task: 8, epoch: 19/30, loss: 1.9074, acc: 0.9547
(TESTING) task: 8, epoch: 19/30, loss: 1.9096, acc: 0.9542
(TESTING) task: 8, epoch: 19/30, loss: 1.9103, acc: 0.9516
(TESTING) task: 8, epoch: 19/30, loss: 1.9113, acc: 0.9512
(TESTING) task: 8, epoch: 19/30, loss: 1.9123, acc: 0.9508
(TESTING) task: 8, epoch: 19/30, loss: 1.9143, acc: 0.9504
(TESTING) task: 8, epoch: 19/30, loss: 1.9149, acc: 0.9500
(TESTING) task: 8, epoch: 19/30, loss: 1.9138, acc: 0.9479
(TESTING) task: 8, epoch: 19/30, loss: 1.9143, acc: 0.9493
(TESTING) task: 8, epoch: 19/30, loss: 1.9128, acc: 0.9507
(TESTING) task: 8, epoch: 19/30, loss: 1.9132, acc: 0.9519
(TESTING) task: 8, epoch: 19/30, loss: 1.9128, acc: 0.9531
(TESTING) task: 8, epoch: 19/30, loss: 1.9127, acc: 0.9527
(TESTING) task: 8, epoch: 19/30, loss: 1.9119, acc: 0.9524
(TESTING) task: 8, epoch: 19/30, loss: 1.9122, acc: 0.9520
(TESTING) task: 8, epoch: 19/30, loss: 1.9121, acc: 0.9517
(TESTING) task: 8, epoch: 19/30, loss: 1.9112, acc: 0.9528
(TESTING) task: 8, epoch: 19/30, loss: 1.9124, acc: 0.9524
(TESTING) task: 8, epoch: 19/30, loss: 1.9121, acc: 0.9521
(TESTING) task: 8, epoch: 19/30, loss: 1.9142, acc: 0.9505
(TESTING) task: 8, epoch: 19/30, loss: 1.9144, acc: 0.9503
(TESTING) task: 8, epoch: 19/30, loss: 1.9141, acc: 0.9513
(TESTING) task: 8, epoch: 19/30, loss: 1.9148, acc: 0.9510
(TESTING) task: 8, epoch: 19/30, loss: 1.9150, acc: 0.9519
(TESTING) task: 8, epoch: 19/30, loss: 1.9153, acc: 0.9517
(TESTING) task: 8, epoch: 19/30, loss: 1.9144, acc: 0.9525
(TESTING) task: 8, epoch: 19/30, loss: 1.9141, acc: 0.9534
(TESTING) task: 8, epoch: 19/30, loss: 1.9133, acc: 0.9531
(TESTING) task: 8, epoch: 19/30, loss: 1.9138, acc: 0.9518
(TESTING) task: 8, epoch: 19/30, loss: 1.9133, acc: 0.9515
(TESTING) task: 8, epoch: 19/30, loss: 1.9126, acc: 0.9502
(TESTING) task: 8, epoch: 19/30, loss: 1.9116, acc: 0.9510
(TESTING) task: 8, epoch: 19/30, loss: 1.9114, acc: 0.9518
(TESTING) task: 8, epoch: 19/30, loss: 1.9116, acc: 0.9506
(TESTING) task: 8, epoch: 19/30, loss: 1.9112, acc: 0.9514
(TRAINING) task: 8, epoch: 20/30, loss: 1.9003, acc: 0.9688
(TRAINING) task: 8, epoch: 20/30, loss: 1.9042, acc: 0.9609
(TRAINING) task: 8, epoch: 20/30, loss: 1.9060, acc: 0.9596
(TRAINING) task: 8, epoch: 20/30, loss: 1.9043, acc: 0.9580
(TRAINING) task: 8, epoch: 20/30, loss: 1.8990, acc: 0.9648
(TRAINING) task: 8, epoch: 20/30, loss: 1.8973, acc: 0.9642
(TRAINING) task: 8, epoch: 20/30, loss: 1.8965, acc: 0.9609
(TRAINING) task: 8, epoch: 20/30, loss: 1.8958, acc: 0.9614
(TRAINING) task: 8, epoch: 20/30, loss: 1.8947, acc: 0.9631
(TRAINING) task: 8, epoch: 20/30, loss: 1.8939, acc: 0.9625
(TRAINING) task: 8, epoch: 20/30, loss: 1.8941, acc: 0.9627
(TRAINING) task: 8, epoch: 20/30, loss: 1.8920, acc: 0.9635
(TRAINING) task: 8, epoch: 20/30, loss: 1.8919, acc: 0.9630
(TRAINING) task: 8, epoch: 20/30, loss: 1.8906, acc: 0.9615
(TRAINING) task: 8, epoch: 20/30, loss: 1.8901, acc: 0.9604
(TRAINING) task: 8, epoch: 20/30, loss: 1.8892, acc: 0.9609
(TRAINING) task: 8, epoch: 20/30, loss: 1.8890, acc: 0.9609
(TRAINING) task: 8, epoch: 20/30, loss: 1.8881, acc: 0.9603
(TRAINING) task: 8, epoch: 20/30, loss: 1.8868, acc: 0.9609
(TRAINING) task: 8, epoch: 20/30, loss: 1.8861, acc: 0.9622
(TESTING) task: 8, epoch: 20/30, loss: 1.8908, acc: 0.9375
(TESTING) task: 8, epoch: 20/30, loss: 1.8912, acc: 0.9375
(TESTING) task: 8, epoch: 20/30, loss: 1.8778, acc: 0.9583
(TESTING) task: 8, epoch: 20/30, loss: 1.8919, acc: 0.9688
(TESTING) task: 8, epoch: 20/30, loss: 1.9073, acc: 0.9375
(TESTING) task: 8, epoch: 20/30, loss: 1.9094, acc: 0.9375
(TESTING) task: 8, epoch: 20/30, loss: 1.9089, acc: 0.9375
(TESTING) task: 8, epoch: 20/30, loss: 1.9116, acc: 0.9375
(TESTING) task: 8, epoch: 20/30, loss: 1.9124, acc: 0.9236
(TESTING) task: 8, epoch: 20/30, loss: 1.9116, acc: 0.9187
(TESTING) task: 8, epoch: 20/30, loss: 1.9080, acc: 0.9261
(TESTING) task: 8, epoch: 20/30, loss: 1.9073, acc: 0.9271
(TESTING) task: 8, epoch: 20/30, loss: 1.9009, acc: 0.9279
(TESTING) task: 8, epoch: 20/30, loss: 1.9029, acc: 0.9286
(TESTING) task: 8, epoch: 20/30, loss: 1.8988, acc: 0.9333
(TESTING) task: 8, epoch: 20/30, loss: 1.8954, acc: 0.9336
(TESTING) task: 8, epoch: 20/30, loss: 1.8972, acc: 0.9338
(TESTING) task: 8, epoch: 20/30, loss: 1.8945, acc: 0.9375
(TESTING) task: 8, epoch: 20/30, loss: 1.8947, acc: 0.9408
(TESTING) task: 8, epoch: 20/30, loss: 1.8947, acc: 0.9406
(TESTING) task: 8, epoch: 20/30, loss: 1.8926, acc: 0.9405
(TESTING) task: 8, epoch: 20/30, loss: 1.8914, acc: 0.9432
(TESTING) task: 8, epoch: 20/30, loss: 1.8904, acc: 0.9429
(TESTING) task: 8, epoch: 20/30, loss: 1.8885, acc: 0.9427
(TESTING) task: 8, epoch: 20/30, loss: 1.8882, acc: 0.9425
(TESTING) task: 8, epoch: 20/30, loss: 1.8889, acc: 0.9399
(TESTING) task: 8, epoch: 20/30, loss: 1.8889, acc: 0.9398
(TESTING) task: 8, epoch: 20/30, loss: 1.8890, acc: 0.9397
(TESTING) task: 8, epoch: 20/30, loss: 1.8899, acc: 0.9397
(TESTING) task: 8, epoch: 20/30, loss: 1.8917, acc: 0.9375
(TESTING) task: 8, epoch: 20/30, loss: 1.8893, acc: 0.9395
(TESTING) task: 8, epoch: 20/30, loss: 1.8898, acc: 0.9395
(TESTING) task: 8, epoch: 20/30, loss: 1.8894, acc: 0.9413
(TESTING) task: 8, epoch: 20/30, loss: 1.8885, acc: 0.9412
(TESTING) task: 8, epoch: 20/30, loss: 1.8875, acc: 0.9429
(TESTING) task: 8, epoch: 20/30, loss: 1.8877, acc: 0.9410
(TESTING) task: 8, epoch: 20/30, loss: 1.8881, acc: 0.9392
(TESTING) task: 8, epoch: 20/30, loss: 1.8880, acc: 0.9391
(TESTING) task: 8, epoch: 20/30, loss: 1.8870, acc: 0.9391
(TESTING) task: 8, epoch: 20/30, loss: 1.8864, acc: 0.9406
(TESTING) task: 8, epoch: 20/30, loss: 1.8845, acc: 0.9421
(TESTING) task: 8, epoch: 20/30, loss: 1.8841, acc: 0.9435
(TESTING) task: 8, epoch: 20/30, loss: 1.8845, acc: 0.9448
(TESTING) task: 8, epoch: 20/30, loss: 1.8864, acc: 0.9446
(TESTING) task: 8, epoch: 20/30, loss: 1.8858, acc: 0.9444
(TESTING) task: 8, epoch: 20/30, loss: 1.8860, acc: 0.9443
(TESTING) task: 8, epoch: 20/30, loss: 1.8849, acc: 0.9455
(TESTING) task: 8, epoch: 20/30, loss: 1.8852, acc: 0.9453
(TESTING) task: 8, epoch: 20/30, loss: 1.8862, acc: 0.9452
(TESTING) task: 8, epoch: 20/30, loss: 1.8849, acc: 0.9463
(TESTING) task: 8, epoch: 20/30, loss: 1.8852, acc: 0.9461
(TESTING) task: 8, epoch: 20/30, loss: 1.8868, acc: 0.9435
(TESTING) task: 8, epoch: 20/30, loss: 1.8859, acc: 0.9434
(TESTING) task: 8, epoch: 20/30, loss: 1.8865, acc: 0.9433
(TESTING) task: 8, epoch: 20/30, loss: 1.8878, acc: 0.9432
(TESTING) task: 8, epoch: 20/30, loss: 1.8895, acc: 0.9420
(TESTING) task: 8, epoch: 20/30, loss: 1.8887, acc: 0.9419
(TESTING) task: 8, epoch: 20/30, loss: 1.8888, acc: 0.9407
(TESTING) task: 8, epoch: 20/30, loss: 1.8894, acc: 0.9396
(TESTING) task: 8, epoch: 20/30, loss: 1.8886, acc: 0.9406
(TESTING) task: 8, epoch: 20/30, loss: 1.8887, acc: 0.9406
(TESTING) task: 8, epoch: 20/30, loss: 1.8885, acc: 0.9405
(TESTING) task: 8, epoch: 20/30, loss: 1.8901, acc: 0.9415
(TRAINING) task: 8, epoch: 21/30, loss: 1.8700, acc: 0.9688
(TRAINING) task: 8, epoch: 21/30, loss: 1.8780, acc: 0.9590
(TRAINING) task: 8, epoch: 21/30, loss: 1.8775, acc: 0.9622
(TRAINING) task: 8, epoch: 21/30, loss: 1.8739, acc: 0.9639
(TRAINING) task: 8, epoch: 21/30, loss: 1.8745, acc: 0.9594
(TRAINING) task: 8, epoch: 21/30, loss: 1.8752, acc: 0.9557
(TRAINING) task: 8, epoch: 21/30, loss: 1.8792, acc: 0.9537
(TRAINING) task: 8, epoch: 21/30, loss: 1.8776, acc: 0.9531
(TRAINING) task: 8, epoch: 21/30, loss: 1.8757, acc: 0.9531
(TRAINING) task: 8, epoch: 21/30, loss: 1.8745, acc: 0.9527
(TRAINING) task: 8, epoch: 21/30, loss: 1.8732, acc: 0.9538
(TRAINING) task: 8, epoch: 21/30, loss: 1.8718, acc: 0.9525
(TRAINING) task: 8, epoch: 21/30, loss: 1.8717, acc: 0.9519
(TRAINING) task: 8, epoch: 21/30, loss: 1.8721, acc: 0.9503
(TRAINING) task: 8, epoch: 21/30, loss: 1.8718, acc: 0.9505
(TRAINING) task: 8, epoch: 21/30, loss: 1.8717, acc: 0.9500
(TRAINING) task: 8, epoch: 21/30, loss: 1.8716, acc: 0.9499
(TRAINING) task: 8, epoch: 21/30, loss: 1.8723, acc: 0.9497
(TRAINING) task: 8, epoch: 21/30, loss: 1.8727, acc: 0.9476
(TRAINING) task: 8, epoch: 21/30, loss: 1.8724, acc: 0.9476
(TESTING) task: 8, epoch: 21/30, loss: 1.8860, acc: 0.9375
(TESTING) task: 8, epoch: 21/30, loss: 1.8935, acc: 0.9688
(TESTING) task: 8, epoch: 21/30, loss: 1.8919, acc: 0.9583
(TESTING) task: 8, epoch: 21/30, loss: 1.8968, acc: 0.9531
(TESTING) task: 8, epoch: 21/30, loss: 1.9086, acc: 0.9250
(TESTING) task: 8, epoch: 21/30, loss: 1.9206, acc: 0.8958
(TESTING) task: 8, epoch: 21/30, loss: 1.9178, acc: 0.8929
(TESTING) task: 8, epoch: 21/30, loss: 1.9121, acc: 0.8906
(TESTING) task: 8, epoch: 21/30, loss: 1.9099, acc: 0.9028
(TESTING) task: 8, epoch: 21/30, loss: 1.8989, acc: 0.9125
(TESTING) task: 8, epoch: 21/30, loss: 1.8976, acc: 0.9091
(TESTING) task: 8, epoch: 21/30, loss: 1.8949, acc: 0.9167
(TESTING) task: 8, epoch: 21/30, loss: 1.8958, acc: 0.9231
(TESTING) task: 8, epoch: 21/30, loss: 1.8948, acc: 0.9196
(TESTING) task: 8, epoch: 21/30, loss: 1.8924, acc: 0.9208
(TESTING) task: 8, epoch: 21/30, loss: 1.8911, acc: 0.9219
(TESTING) task: 8, epoch: 21/30, loss: 1.8928, acc: 0.9228
(TESTING) task: 8, epoch: 21/30, loss: 1.8902, acc: 0.9236
(TESTING) task: 8, epoch: 21/30, loss: 1.8877, acc: 0.9276
(TESTING) task: 8, epoch: 21/30, loss: 1.8885, acc: 0.9313
(TESTING) task: 8, epoch: 21/30, loss: 1.8858, acc: 0.9286
(TESTING) task: 8, epoch: 21/30, loss: 1.8849, acc: 0.9290
(TESTING) task: 8, epoch: 21/30, loss: 1.8812, acc: 0.9321
(TESTING) task: 8, epoch: 21/30, loss: 1.8815, acc: 0.9271
(TESTING) task: 8, epoch: 21/30, loss: 1.8815, acc: 0.9275
(TESTING) task: 8, epoch: 21/30, loss: 1.8816, acc: 0.9279
(TESTING) task: 8, epoch: 21/30, loss: 1.8818, acc: 0.9282
(TESTING) task: 8, epoch: 21/30, loss: 1.8799, acc: 0.9308
(TESTING) task: 8, epoch: 21/30, loss: 1.8798, acc: 0.9289
(TESTING) task: 8, epoch: 21/30, loss: 1.8808, acc: 0.9313
(TESTING) task: 8, epoch: 21/30, loss: 1.8827, acc: 0.9294
(TESTING) task: 8, epoch: 21/30, loss: 1.8820, acc: 0.9297
(TESTING) task: 8, epoch: 21/30, loss: 1.8802, acc: 0.9318
(TESTING) task: 8, epoch: 21/30, loss: 1.8818, acc: 0.9320
(TESTING) task: 8, epoch: 21/30, loss: 1.8813, acc: 0.9321
(TESTING) task: 8, epoch: 21/30, loss: 1.8802, acc: 0.9323
(TESTING) task: 8, epoch: 21/30, loss: 1.8803, acc: 0.9324
(TESTING) task: 8, epoch: 21/30, loss: 1.8801, acc: 0.9342
(TESTING) task: 8, epoch: 21/30, loss: 1.8819, acc: 0.9327
(TESTING) task: 8, epoch: 21/30, loss: 1.8812, acc: 0.9344
(TESTING) task: 8, epoch: 21/30, loss: 1.8803, acc: 0.9345
(TESTING) task: 8, epoch: 21/30, loss: 1.8834, acc: 0.9286
(TESTING) task: 8, epoch: 21/30, loss: 1.8829, acc: 0.9302
(TESTING) task: 8, epoch: 21/30, loss: 1.8823, acc: 0.9304
(TESTING) task: 8, epoch: 21/30, loss: 1.8820, acc: 0.9306
(TESTING) task: 8, epoch: 21/30, loss: 1.8832, acc: 0.9280
(TESTING) task: 8, epoch: 21/30, loss: 1.8830, acc: 0.9269
(TESTING) task: 8, epoch: 21/30, loss: 1.8826, acc: 0.9271
(TESTING) task: 8, epoch: 21/30, loss: 1.8822, acc: 0.9273
(TESTING) task: 8, epoch: 21/30, loss: 1.8835, acc: 0.9275
(TESTING) task: 8, epoch: 21/30, loss: 1.8836, acc: 0.9265
(TESTING) task: 8, epoch: 21/30, loss: 1.8845, acc: 0.9255
(TESTING) task: 8, epoch: 21/30, loss: 1.8848, acc: 0.9257
(TESTING) task: 8, epoch: 21/30, loss: 1.8841, acc: 0.9271
(TESTING) task: 8, epoch: 21/30, loss: 1.8844, acc: 0.9250
(TESTING) task: 8, epoch: 21/30, loss: 1.8835, acc: 0.9252
(TESTING) task: 8, epoch: 21/30, loss: 1.8823, acc: 0.9265
(TESTING) task: 8, epoch: 21/30, loss: 1.8824, acc: 0.9278
(TESTING) task: 8, epoch: 21/30, loss: 1.8820, acc: 0.9269
(TESTING) task: 8, epoch: 21/30, loss: 1.8832, acc: 0.9271
(TESTING) task: 8, epoch: 21/30, loss: 1.8825, acc: 0.9283
(TESTING) task: 8, epoch: 21/30, loss: 1.8821, acc: 0.9274
(TESTING) task: 8, epoch: 21/30, loss: 1.8816, acc: 0.9286
(TRAINING) task: 8, epoch: 22/30, loss: 1.8572, acc: 0.9453
(TRAINING) task: 8, epoch: 22/30, loss: 1.8623, acc: 0.9414
(TRAINING) task: 8, epoch: 22/30, loss: 1.8637, acc: 0.9453
(TRAINING) task: 8, epoch: 22/30, loss: 1.8645, acc: 0.9482
(TRAINING) task: 8, epoch: 22/30, loss: 1.8669, acc: 0.9500
(TRAINING) task: 8, epoch: 22/30, loss: 1.8679, acc: 0.9466
(TRAINING) task: 8, epoch: 22/30, loss: 1.8684, acc: 0.9464
(TRAINING) task: 8, epoch: 22/30, loss: 1.8678, acc: 0.9478
(TRAINING) task: 8, epoch: 22/30, loss: 1.8663, acc: 0.9470
(TRAINING) task: 8, epoch: 22/30, loss: 1.8643, acc: 0.9457
(TRAINING) task: 8, epoch: 22/30, loss: 1.8631, acc: 0.9460
(TRAINING) task: 8, epoch: 22/30, loss: 1.8623, acc: 0.9473
(TRAINING) task: 8, epoch: 22/30, loss: 1.8624, acc: 0.9468
(TRAINING) task: 8, epoch: 22/30, loss: 1.8622, acc: 0.9467
(TRAINING) task: 8, epoch: 22/30, loss: 1.8627, acc: 0.9466
(TRAINING) task: 8, epoch: 22/30, loss: 1.8625, acc: 0.9456
(TRAINING) task: 8, epoch: 22/30, loss: 1.8622, acc: 0.9467
(TRAINING) task: 8, epoch: 22/30, loss: 1.8622, acc: 0.9468
(TRAINING) task: 8, epoch: 22/30, loss: 1.8618, acc: 0.9470
(TRAINING) task: 8, epoch: 22/30, loss: 1.8620, acc: 0.9463
(TESTING) task: 8, epoch: 22/30, loss: 1.8385, acc: 1.0000
(TESTING) task: 8, epoch: 22/30, loss: 1.8145, acc: 1.0000
(TESTING) task: 8, epoch: 22/30, loss: 1.8073, acc: 0.9792
(TESTING) task: 8, epoch: 22/30, loss: 1.8276, acc: 0.9844
(TESTING) task: 8, epoch: 22/30, loss: 1.8362, acc: 0.9875
(TESTING) task: 8, epoch: 22/30, loss: 1.8367, acc: 0.9896
(TESTING) task: 8, epoch: 22/30, loss: 1.8448, acc: 0.9821
(TESTING) task: 8, epoch: 22/30, loss: 1.8545, acc: 0.9609
(TESTING) task: 8, epoch: 22/30, loss: 1.8541, acc: 0.9444
(TESTING) task: 8, epoch: 22/30, loss: 1.8541, acc: 0.9437
(TESTING) task: 8, epoch: 22/30, loss: 1.8679, acc: 0.9318
(TESTING) task: 8, epoch: 22/30, loss: 1.8667, acc: 0.9323
(TESTING) task: 8, epoch: 22/30, loss: 1.8660, acc: 0.9327
(TESTING) task: 8, epoch: 22/30, loss: 1.8626, acc: 0.9375
(TESTING) task: 8, epoch: 22/30, loss: 1.8622, acc: 0.9417
(TESTING) task: 8, epoch: 22/30, loss: 1.8642, acc: 0.9375
(TESTING) task: 8, epoch: 22/30, loss: 1.8656, acc: 0.9375
(TESTING) task: 8, epoch: 22/30, loss: 1.8663, acc: 0.9340
(TESTING) task: 8, epoch: 22/30, loss: 1.8677, acc: 0.9375
(TESTING) task: 8, epoch: 22/30, loss: 1.8642, acc: 0.9406
(TESTING) task: 8, epoch: 22/30, loss: 1.8640, acc: 0.9405
(TESTING) task: 8, epoch: 22/30, loss: 1.8648, acc: 0.9403
(TESTING) task: 8, epoch: 22/30, loss: 1.8635, acc: 0.9429
(TESTING) task: 8, epoch: 22/30, loss: 1.8599, acc: 0.9453
(TESTING) task: 8, epoch: 22/30, loss: 1.8604, acc: 0.9450
(TESTING) task: 8, epoch: 22/30, loss: 1.8597, acc: 0.9447
(TESTING) task: 8, epoch: 22/30, loss: 1.8597, acc: 0.9444
(TESTING) task: 8, epoch: 22/30, loss: 1.8625, acc: 0.9442
(TESTING) task: 8, epoch: 22/30, loss: 1.8631, acc: 0.9440
(TESTING) task: 8, epoch: 22/30, loss: 1.8634, acc: 0.9437
(TESTING) task: 8, epoch: 22/30, loss: 1.8633, acc: 0.9456
(TESTING) task: 8, epoch: 22/30, loss: 1.8640, acc: 0.9453
(TESTING) task: 8, epoch: 22/30, loss: 1.8626, acc: 0.9470
(TESTING) task: 8, epoch: 22/30, loss: 1.8610, acc: 0.9485
(TESTING) task: 8, epoch: 22/30, loss: 1.8597, acc: 0.9500
(TESTING) task: 8, epoch: 22/30, loss: 1.8587, acc: 0.9497
(TESTING) task: 8, epoch: 22/30, loss: 1.8600, acc: 0.9493
(TESTING) task: 8, epoch: 22/30, loss: 1.8602, acc: 0.9490
(TESTING) task: 8, epoch: 22/30, loss: 1.8608, acc: 0.9487
(TESTING) task: 8, epoch: 22/30, loss: 1.8609, acc: 0.9484
(TESTING) task: 8, epoch: 22/30, loss: 1.8591, acc: 0.9497
(TESTING) task: 8, epoch: 22/30, loss: 1.8606, acc: 0.9464
(TESTING) task: 8, epoch: 22/30, loss: 1.8603, acc: 0.9477
(TESTING) task: 8, epoch: 22/30, loss: 1.8586, acc: 0.9489
(TESTING) task: 8, epoch: 22/30, loss: 1.8603, acc: 0.9458
(TESTING) task: 8, epoch: 22/30, loss: 1.8613, acc: 0.9457
(TESTING) task: 8, epoch: 22/30, loss: 1.8610, acc: 0.9455
(TESTING) task: 8, epoch: 22/30, loss: 1.8612, acc: 0.9466
(TESTING) task: 8, epoch: 22/30, loss: 1.8610, acc: 0.9452
(TESTING) task: 8, epoch: 22/30, loss: 1.8624, acc: 0.9425
(TESTING) task: 8, epoch: 22/30, loss: 1.8615, acc: 0.9424
(TESTING) task: 8, epoch: 22/30, loss: 1.8610, acc: 0.9435
(TESTING) task: 8, epoch: 22/30, loss: 1.8607, acc: 0.9434
(TESTING) task: 8, epoch: 22/30, loss: 1.8613, acc: 0.9421
(TESTING) task: 8, epoch: 22/30, loss: 1.8607, acc: 0.9420
(TESTING) task: 8, epoch: 22/30, loss: 1.8601, acc: 0.9431
(TESTING) task: 8, epoch: 22/30, loss: 1.8604, acc: 0.9419
(TESTING) task: 8, epoch: 22/30, loss: 1.8604, acc: 0.9418
(TESTING) task: 8, epoch: 22/30, loss: 1.8616, acc: 0.9417
(TESTING) task: 8, epoch: 22/30, loss: 1.8614, acc: 0.9406
(TESTING) task: 8, epoch: 22/30, loss: 1.8625, acc: 0.9416
(TESTING) task: 8, epoch: 22/30, loss: 1.8627, acc: 0.9405
(TESTING) task: 8, epoch: 22/30, loss: 1.8630, acc: 0.9395
(TRAINING) task: 8, epoch: 23/30, loss: 1.8561, acc: 0.9609
(TRAINING) task: 8, epoch: 23/30, loss: 1.8555, acc: 0.9512
(TRAINING) task: 8, epoch: 23/30, loss: 1.8540, acc: 0.9440
(TRAINING) task: 8, epoch: 23/30, loss: 1.8509, acc: 0.9473
(TRAINING) task: 8, epoch: 23/30, loss: 1.8461, acc: 0.9531
(TRAINING) task: 8, epoch: 23/30, loss: 1.8436, acc: 0.9570
(TRAINING) task: 8, epoch: 23/30, loss: 1.8458, acc: 0.9554
(TRAINING) task: 8, epoch: 23/30, loss: 1.8451, acc: 0.9565
(TRAINING) task: 8, epoch: 23/30, loss: 1.8445, acc: 0.9562
(TRAINING) task: 8, epoch: 23/30, loss: 1.8430, acc: 0.9582
(TRAINING) task: 8, epoch: 23/30, loss: 1.8426, acc: 0.9585
(TRAINING) task: 8, epoch: 23/30, loss: 1.8412, acc: 0.9587
(TRAINING) task: 8, epoch: 23/30, loss: 1.8416, acc: 0.9582
(TRAINING) task: 8, epoch: 23/30, loss: 1.8420, acc: 0.9579
(TRAINING) task: 8, epoch: 23/30, loss: 1.8422, acc: 0.9573
(TRAINING) task: 8, epoch: 23/30, loss: 1.8420, acc: 0.9565
(TRAINING) task: 8, epoch: 23/30, loss: 1.8424, acc: 0.9552
(TRAINING) task: 8, epoch: 23/30, loss: 1.8418, acc: 0.9540
(TRAINING) task: 8, epoch: 23/30, loss: 1.8416, acc: 0.9537
(TRAINING) task: 8, epoch: 23/30, loss: 1.8413, acc: 0.9531
(TESTING) task: 8, epoch: 23/30, loss: 1.9065, acc: 0.8750
(TESTING) task: 8, epoch: 23/30, loss: 1.8712, acc: 0.9375
(TESTING) task: 8, epoch: 23/30, loss: 1.8539, acc: 0.9375
(TESTING) task: 8, epoch: 23/30, loss: 1.8599, acc: 0.9219
(TESTING) task: 8, epoch: 23/30, loss: 1.8567, acc: 0.9250
(TESTING) task: 8, epoch: 23/30, loss: 1.8643, acc: 0.9271
(TESTING) task: 8, epoch: 23/30, loss: 1.8584, acc: 0.9375
(TESTING) task: 8, epoch: 23/30, loss: 1.8522, acc: 0.9453
(TESTING) task: 8, epoch: 23/30, loss: 1.8561, acc: 0.9306
(TESTING) task: 8, epoch: 23/30, loss: 1.8581, acc: 0.9375
(TESTING) task: 8, epoch: 23/30, loss: 1.8590, acc: 0.9432
(TESTING) task: 8, epoch: 23/30, loss: 1.8576, acc: 0.9427
(TESTING) task: 8, epoch: 23/30, loss: 1.8564, acc: 0.9423
(TESTING) task: 8, epoch: 23/30, loss: 1.8590, acc: 0.9375
(TESTING) task: 8, epoch: 23/30, loss: 1.8583, acc: 0.9375
(TESTING) task: 8, epoch: 23/30, loss: 1.8558, acc: 0.9414
(TESTING) task: 8, epoch: 23/30, loss: 1.8521, acc: 0.9375
(TESTING) task: 8, epoch: 23/30, loss: 1.8550, acc: 0.9306
(TESTING) task: 8, epoch: 23/30, loss: 1.8532, acc: 0.9342
(TESTING) task: 8, epoch: 23/30, loss: 1.8553, acc: 0.9281
(TESTING) task: 8, epoch: 23/30, loss: 1.8587, acc: 0.9196
(TESTING) task: 8, epoch: 23/30, loss: 1.8566, acc: 0.9233
(TESTING) task: 8, epoch: 23/30, loss: 1.8571, acc: 0.9212
(TESTING) task: 8, epoch: 23/30, loss: 1.8566, acc: 0.9245
(TESTING) task: 8, epoch: 23/30, loss: 1.8547, acc: 0.9250
(TESTING) task: 8, epoch: 23/30, loss: 1.8556, acc: 0.9255
(TESTING) task: 8, epoch: 23/30, loss: 1.8549, acc: 0.9282
(TESTING) task: 8, epoch: 23/30, loss: 1.8558, acc: 0.9286
(TESTING) task: 8, epoch: 23/30, loss: 1.8559, acc: 0.9310
(TESTING) task: 8, epoch: 23/30, loss: 1.8559, acc: 0.9292
(TESTING) task: 8, epoch: 23/30, loss: 1.8562, acc: 0.9274
(TESTING) task: 8, epoch: 23/30, loss: 1.8526, acc: 0.9297
(TESTING) task: 8, epoch: 23/30, loss: 1.8506, acc: 0.9318
(TESTING) task: 8, epoch: 23/30, loss: 1.8500, acc: 0.9320
(TESTING) task: 8, epoch: 23/30, loss: 1.8481, acc: 0.9339
(TESTING) task: 8, epoch: 23/30, loss: 1.8491, acc: 0.9340
(TESTING) task: 8, epoch: 23/30, loss: 1.8499, acc: 0.9341
(TESTING) task: 8, epoch: 23/30, loss: 1.8511, acc: 0.9309
(TESTING) task: 8, epoch: 23/30, loss: 1.8509, acc: 0.9327
(TESTING) task: 8, epoch: 23/30, loss: 1.8519, acc: 0.9328
(TESTING) task: 8, epoch: 23/30, loss: 1.8513, acc: 0.9345
(TESTING) task: 8, epoch: 23/30, loss: 1.8505, acc: 0.9360
(TESTING) task: 8, epoch: 23/30, loss: 1.8495, acc: 0.9375
(TESTING) task: 8, epoch: 23/30, loss: 1.8492, acc: 0.9389
(TESTING) task: 8, epoch: 23/30, loss: 1.8494, acc: 0.9403
(TESTING) task: 8, epoch: 23/30, loss: 1.8480, acc: 0.9416
(TESTING) task: 8, epoch: 23/30, loss: 1.8481, acc: 0.9415
(TESTING) task: 8, epoch: 23/30, loss: 1.8485, acc: 0.9414
(TESTING) task: 8, epoch: 23/30, loss: 1.8485, acc: 0.9413
(TESTING) task: 8, epoch: 23/30, loss: 1.8486, acc: 0.9413
(TESTING) task: 8, epoch: 23/30, loss: 1.8492, acc: 0.9400
(TESTING) task: 8, epoch: 23/30, loss: 1.8495, acc: 0.9399
(TESTING) task: 8, epoch: 23/30, loss: 1.8484, acc: 0.9410
(TESTING) task: 8, epoch: 23/30, loss: 1.8480, acc: 0.9410
(TESTING) task: 8, epoch: 23/30, loss: 1.8484, acc: 0.9420
(TESTING) task: 8, epoch: 23/30, loss: 1.8485, acc: 0.9431
(TESTING) task: 8, epoch: 23/30, loss: 1.8482, acc: 0.9441
(TESTING) task: 8, epoch: 23/30, loss: 1.8483, acc: 0.9440
(TESTING) task: 8, epoch: 23/30, loss: 1.8486, acc: 0.9449
(TESTING) task: 8, epoch: 23/30, loss: 1.8478, acc: 0.9458
(TESTING) task: 8, epoch: 23/30, loss: 1.8475, acc: 0.9467
(TESTING) task: 8, epoch: 23/30, loss: 1.8476, acc: 0.9476
(TESTING) task: 8, epoch: 23/30, loss: 1.8468, acc: 0.9484
(TRAINING) task: 8, epoch: 24/30, loss: 1.8266, acc: 0.9453
(TRAINING) task: 8, epoch: 24/30, loss: 1.8344, acc: 0.9414
(TRAINING) task: 8, epoch: 24/30, loss: 1.8320, acc: 0.9505
(TRAINING) task: 8, epoch: 24/30, loss: 1.8305, acc: 0.9502
(TRAINING) task: 8, epoch: 24/30, loss: 1.8324, acc: 0.9523
(TRAINING) task: 8, epoch: 24/30, loss: 1.8314, acc: 0.9538
(TRAINING) task: 8, epoch: 24/30, loss: 1.8292, acc: 0.9565
(TRAINING) task: 8, epoch: 24/30, loss: 1.8297, acc: 0.9561
(TRAINING) task: 8, epoch: 24/30, loss: 1.8279, acc: 0.9575
(TRAINING) task: 8, epoch: 24/30, loss: 1.8299, acc: 0.9543
(TRAINING) task: 8, epoch: 24/30, loss: 1.8307, acc: 0.9549
(TRAINING) task: 8, epoch: 24/30, loss: 1.8334, acc: 0.9518
(TRAINING) task: 8, epoch: 24/30, loss: 1.8344, acc: 0.9519
(TRAINING) task: 8, epoch: 24/30, loss: 1.8334, acc: 0.9517
(TRAINING) task: 8, epoch: 24/30, loss: 1.8344, acc: 0.9516
(TRAINING) task: 8, epoch: 24/30, loss: 1.8354, acc: 0.9514
(TRAINING) task: 8, epoch: 24/30, loss: 1.8345, acc: 0.9515
(TRAINING) task: 8, epoch: 24/30, loss: 1.8336, acc: 0.9525
(TRAINING) task: 8, epoch: 24/30, loss: 1.8337, acc: 0.9533
(TRAINING) task: 8, epoch: 24/30, loss: 1.8341, acc: 0.9538
(TESTING) task: 8, epoch: 24/30, loss: 1.8787, acc: 0.9375
(TESTING) task: 8, epoch: 24/30, loss: 1.8648, acc: 0.9375
(TESTING) task: 8, epoch: 24/30, loss: 1.8679, acc: 0.9375
(TESTING) task: 8, epoch: 24/30, loss: 1.8656, acc: 0.9531
(TESTING) task: 8, epoch: 24/30, loss: 1.8751, acc: 0.9375
(TESTING) task: 8, epoch: 24/30, loss: 1.8639, acc: 0.9479
(TESTING) task: 8, epoch: 24/30, loss: 1.8627, acc: 0.9375
(TESTING) task: 8, epoch: 24/30, loss: 1.8632, acc: 0.9453
(TESTING) task: 8, epoch: 24/30, loss: 1.8597, acc: 0.9444
(TESTING) task: 8, epoch: 24/30, loss: 1.8590, acc: 0.9500
(TESTING) task: 8, epoch: 24/30, loss: 1.8555, acc: 0.9489
(TESTING) task: 8, epoch: 24/30, loss: 1.8522, acc: 0.9531
(TESTING) task: 8, epoch: 24/30, loss: 1.8497, acc: 0.9567
(TESTING) task: 8, epoch: 24/30, loss: 1.8467, acc: 0.9598
(TESTING) task: 8, epoch: 24/30, loss: 1.8448, acc: 0.9625
(TESTING) task: 8, epoch: 24/30, loss: 1.8426, acc: 0.9648
(TESTING) task: 8, epoch: 24/30, loss: 1.8425, acc: 0.9669
(TESTING) task: 8, epoch: 24/30, loss: 1.8422, acc: 0.9653
(TESTING) task: 8, epoch: 24/30, loss: 1.8436, acc: 0.9605
(TESTING) task: 8, epoch: 24/30, loss: 1.8456, acc: 0.9594
(TESTING) task: 8, epoch: 24/30, loss: 1.8492, acc: 0.9554
(TESTING) task: 8, epoch: 24/30, loss: 1.8472, acc: 0.9574
(TESTING) task: 8, epoch: 24/30, loss: 1.8491, acc: 0.9565
(TESTING) task: 8, epoch: 24/30, loss: 1.8505, acc: 0.9557
(TESTING) task: 8, epoch: 24/30, loss: 1.8499, acc: 0.9575
(TESTING) task: 8, epoch: 24/30, loss: 1.8493, acc: 0.9567
(TESTING) task: 8, epoch: 24/30, loss: 1.8492, acc: 0.9583
(TESTING) task: 8, epoch: 24/30, loss: 1.8489, acc: 0.9531
(TESTING) task: 8, epoch: 24/30, loss: 1.8501, acc: 0.9483
(TESTING) task: 8, epoch: 24/30, loss: 1.8502, acc: 0.9479
(TESTING) task: 8, epoch: 24/30, loss: 1.8532, acc: 0.9415
(TESTING) task: 8, epoch: 24/30, loss: 1.8512, acc: 0.9414
(TESTING) task: 8, epoch: 24/30, loss: 1.8521, acc: 0.9394
(TESTING) task: 8, epoch: 24/30, loss: 1.8527, acc: 0.9393
(TESTING) task: 8, epoch: 24/30, loss: 1.8541, acc: 0.9393
(TESTING) task: 8, epoch: 24/30, loss: 1.8527, acc: 0.9392
(TESTING) task: 8, epoch: 24/30, loss: 1.8531, acc: 0.9392
(TESTING) task: 8, epoch: 24/30, loss: 1.8520, acc: 0.9408
(TESTING) task: 8, epoch: 24/30, loss: 1.8518, acc: 0.9423
(TESTING) task: 8, epoch: 24/30, loss: 1.8522, acc: 0.9437
(TESTING) task: 8, epoch: 24/30, loss: 1.8519, acc: 0.9451
(TESTING) task: 8, epoch: 24/30, loss: 1.8515, acc: 0.9449
(TESTING) task: 8, epoch: 24/30, loss: 1.8520, acc: 0.9433
(TESTING) task: 8, epoch: 24/30, loss: 1.8529, acc: 0.9418
(TESTING) task: 8, epoch: 24/30, loss: 1.8516, acc: 0.9417
(TESTING) task: 8, epoch: 24/30, loss: 1.8526, acc: 0.9402
(TESTING) task: 8, epoch: 24/30, loss: 1.8504, acc: 0.9415
(TESTING) task: 8, epoch: 24/30, loss: 1.8498, acc: 0.9427
(TESTING) task: 8, epoch: 24/30, loss: 1.8487, acc: 0.9439
(TESTING) task: 8, epoch: 24/30, loss: 1.8483, acc: 0.9450
(TESTING) task: 8, epoch: 24/30, loss: 1.8490, acc: 0.9449
(TESTING) task: 8, epoch: 24/30, loss: 1.8491, acc: 0.9459
(TESTING) task: 8, epoch: 24/30, loss: 1.8494, acc: 0.9446
(TESTING) task: 8, epoch: 24/30, loss: 1.8488, acc: 0.9456
(TESTING) task: 8, epoch: 24/30, loss: 1.8477, acc: 0.9466
(TESTING) task: 8, epoch: 24/30, loss: 1.8478, acc: 0.9464
(TESTING) task: 8, epoch: 24/30, loss: 1.8470, acc: 0.9452
(TESTING) task: 8, epoch: 24/30, loss: 1.8464, acc: 0.9461
(TESTING) task: 8, epoch: 24/30, loss: 1.8475, acc: 0.9460
(TESTING) task: 8, epoch: 24/30, loss: 1.8464, acc: 0.9458
(TESTING) task: 8, epoch: 24/30, loss: 1.8454, acc: 0.9467
(TESTING) task: 8, epoch: 24/30, loss: 1.8444, acc: 0.9476
(TESTING) task: 8, epoch: 24/30, loss: 1.8443, acc: 0.9484
(TRAINING) task: 8, epoch: 25/30, loss: 1.8348, acc: 0.9609
(TRAINING) task: 8, epoch: 25/30, loss: 1.8284, acc: 0.9570
(TRAINING) task: 8, epoch: 25/30, loss: 1.8300, acc: 0.9583
(TRAINING) task: 8, epoch: 25/30, loss: 1.8289, acc: 0.9561
(TRAINING) task: 8, epoch: 25/30, loss: 1.8295, acc: 0.9602
(TRAINING) task: 8, epoch: 25/30, loss: 1.8306, acc: 0.9577
(TRAINING) task: 8, epoch: 25/30, loss: 1.8329, acc: 0.9559
(TRAINING) task: 8, epoch: 25/30, loss: 1.8320, acc: 0.9561
(TRAINING) task: 8, epoch: 25/30, loss: 1.8316, acc: 0.9566
(TRAINING) task: 8, epoch: 25/30, loss: 1.8313, acc: 0.9570
(TRAINING) task: 8, epoch: 25/30, loss: 1.8310, acc: 0.9577
(TRAINING) task: 8, epoch: 25/30, loss: 1.8301, acc: 0.9570
(TRAINING) task: 8, epoch: 25/30, loss: 1.8306, acc: 0.9570
(TRAINING) task: 8, epoch: 25/30, loss: 1.8290, acc: 0.9593
(TRAINING) task: 8, epoch: 25/30, loss: 1.8290, acc: 0.9589
(TRAINING) task: 8, epoch: 25/30, loss: 1.8279, acc: 0.9590
(TRAINING) task: 8, epoch: 25/30, loss: 1.8289, acc: 0.9575
(TRAINING) task: 8, epoch: 25/30, loss: 1.8289, acc: 0.9579
(TRAINING) task: 8, epoch: 25/30, loss: 1.8279, acc: 0.9581
(TRAINING) task: 8, epoch: 25/30, loss: 1.8266, acc: 0.9594
(TESTING) task: 8, epoch: 25/30, loss: 1.8329, acc: 0.9375
(TESTING) task: 8, epoch: 25/30, loss: 1.8122, acc: 0.9688
(TESTING) task: 8, epoch: 25/30, loss: 1.8068, acc: 0.9792
(TESTING) task: 8, epoch: 25/30, loss: 1.8254, acc: 0.9688
(TESTING) task: 8, epoch: 25/30, loss: 1.8300, acc: 0.9625
(TESTING) task: 8, epoch: 25/30, loss: 1.8313, acc: 0.9688
(TESTING) task: 8, epoch: 25/30, loss: 1.8320, acc: 0.9732
(TESTING) task: 8, epoch: 25/30, loss: 1.8290, acc: 0.9688
(TESTING) task: 8, epoch: 25/30, loss: 1.8266, acc: 0.9722
(TESTING) task: 8, epoch: 25/30, loss: 1.8257, acc: 0.9688
(TESTING) task: 8, epoch: 25/30, loss: 1.8279, acc: 0.9716
(TESTING) task: 8, epoch: 25/30, loss: 1.8291, acc: 0.9688
(TESTING) task: 8, epoch: 25/30, loss: 1.8298, acc: 0.9663
(TESTING) task: 8, epoch: 25/30, loss: 1.8275, acc: 0.9688
(TESTING) task: 8, epoch: 25/30, loss: 1.8239, acc: 0.9708
(TESTING) task: 8, epoch: 25/30, loss: 1.8269, acc: 0.9688
(TESTING) task: 8, epoch: 25/30, loss: 1.8259, acc: 0.9706
(TESTING) task: 8, epoch: 25/30, loss: 1.8270, acc: 0.9653
(TESTING) task: 8, epoch: 25/30, loss: 1.8267, acc: 0.9671
(TESTING) task: 8, epoch: 25/30, loss: 1.8256, acc: 0.9688
(TESTING) task: 8, epoch: 25/30, loss: 1.8293, acc: 0.9673
(TESTING) task: 8, epoch: 25/30, loss: 1.8253, acc: 0.9688
(TESTING) task: 8, epoch: 25/30, loss: 1.8238, acc: 0.9674
(TESTING) task: 8, epoch: 25/30, loss: 1.8260, acc: 0.9609
(TESTING) task: 8, epoch: 25/30, loss: 1.8297, acc: 0.9550
(TESTING) task: 8, epoch: 25/30, loss: 1.8308, acc: 0.9543
(TESTING) task: 8, epoch: 25/30, loss: 1.8331, acc: 0.9514
(TESTING) task: 8, epoch: 25/30, loss: 1.8326, acc: 0.9509
(TESTING) task: 8, epoch: 25/30, loss: 1.8322, acc: 0.9504
(TESTING) task: 8, epoch: 25/30, loss: 1.8304, acc: 0.9500
(TESTING) task: 8, epoch: 25/30, loss: 1.8312, acc: 0.9516
(TESTING) task: 8, epoch: 25/30, loss: 1.8315, acc: 0.9512
(TESTING) task: 8, epoch: 25/30, loss: 1.8298, acc: 0.9527
(TESTING) task: 8, epoch: 25/30, loss: 1.8300, acc: 0.9540
(TESTING) task: 8, epoch: 25/30, loss: 1.8303, acc: 0.9554
(TESTING) task: 8, epoch: 25/30, loss: 1.8311, acc: 0.9531
(TESTING) task: 8, epoch: 25/30, loss: 1.8300, acc: 0.9544
(TESTING) task: 8, epoch: 25/30, loss: 1.8298, acc: 0.9556
(TESTING) task: 8, epoch: 25/30, loss: 1.8302, acc: 0.9567
(TESTING) task: 8, epoch: 25/30, loss: 1.8310, acc: 0.9578
(TESTING) task: 8, epoch: 25/30, loss: 1.8307, acc: 0.9588
(TESTING) task: 8, epoch: 25/30, loss: 1.8299, acc: 0.9598
(TESTING) task: 8, epoch: 25/30, loss: 1.8293, acc: 0.9608
(TESTING) task: 8, epoch: 25/30, loss: 1.8293, acc: 0.9616
(TESTING) task: 8, epoch: 25/30, loss: 1.8297, acc: 0.9597
(TESTING) task: 8, epoch: 25/30, loss: 1.8313, acc: 0.9592
(TESTING) task: 8, epoch: 25/30, loss: 1.8299, acc: 0.9601
(TESTING) task: 8, epoch: 25/30, loss: 1.8309, acc: 0.9609
(TESTING) task: 8, epoch: 25/30, loss: 1.8303, acc: 0.9605
(TESTING) task: 8, epoch: 25/30, loss: 1.8313, acc: 0.9600
(TESTING) task: 8, epoch: 25/30, loss: 1.8323, acc: 0.9583
(TESTING) task: 8, epoch: 25/30, loss: 1.8324, acc: 0.9579
(TESTING) task: 8, epoch: 25/30, loss: 1.8321, acc: 0.9587
(TESTING) task: 8, epoch: 25/30, loss: 1.8333, acc: 0.9583
(TESTING) task: 8, epoch: 25/30, loss: 1.8320, acc: 0.9591
(TESTING) task: 8, epoch: 25/30, loss: 1.8307, acc: 0.9598
(TESTING) task: 8, epoch: 25/30, loss: 1.8314, acc: 0.9583
(TESTING) task: 8, epoch: 25/30, loss: 1.8318, acc: 0.9580
(TESTING) task: 8, epoch: 25/30, loss: 1.8328, acc: 0.9566
(TESTING) task: 8, epoch: 25/30, loss: 1.8321, acc: 0.9563
(TESTING) task: 8, epoch: 25/30, loss: 1.8316, acc: 0.9559
(TESTING) task: 8, epoch: 25/30, loss: 1.8313, acc: 0.9556
(TESTING) task: 8, epoch: 25/30, loss: 1.8314, acc: 0.9544
(TRAINING) task: 8, epoch: 26/30, loss: 1.8151, acc: 0.9727
(TRAINING) task: 8, epoch: 26/30, loss: 1.8207, acc: 0.9668
(TRAINING) task: 8, epoch: 26/30, loss: 1.8229, acc: 0.9661
(TRAINING) task: 8, epoch: 26/30, loss: 1.8208, acc: 0.9678
(TRAINING) task: 8, epoch: 26/30, loss: 1.8183, acc: 0.9617
(TRAINING) task: 8, epoch: 26/30, loss: 1.8167, acc: 0.9642
(TRAINING) task: 8, epoch: 26/30, loss: 1.8163, acc: 0.9654
(TRAINING) task: 8, epoch: 26/30, loss: 1.8157, acc: 0.9629
(TRAINING) task: 8, epoch: 26/30, loss: 1.8152, acc: 0.9622
(TRAINING) task: 8, epoch: 26/30, loss: 1.8144, acc: 0.9629
(TRAINING) task: 8, epoch: 26/30, loss: 1.8141, acc: 0.9645
(TRAINING) task: 8, epoch: 26/30, loss: 1.8136, acc: 0.9655
(TRAINING) task: 8, epoch: 26/30, loss: 1.8121, acc: 0.9648
(TRAINING) task: 8, epoch: 26/30, loss: 1.8116, acc: 0.9637
(TRAINING) task: 8, epoch: 26/30, loss: 1.8119, acc: 0.9628
(TRAINING) task: 8, epoch: 26/30, loss: 1.8127, acc: 0.9622
(TRAINING) task: 8, epoch: 26/30, loss: 1.8112, acc: 0.9625
(TRAINING) task: 8, epoch: 26/30, loss: 1.8117, acc: 0.9612
(TRAINING) task: 8, epoch: 26/30, loss: 1.8117, acc: 0.9607
(TRAINING) task: 8, epoch: 26/30, loss: 1.8108, acc: 0.9616
(TESTING) task: 8, epoch: 26/30, loss: 1.8391, acc: 0.8750
(TESTING) task: 8, epoch: 26/30, loss: 1.8172, acc: 0.9062
(TESTING) task: 8, epoch: 26/30, loss: 1.8099, acc: 0.9375
(TESTING) task: 8, epoch: 26/30, loss: 1.8164, acc: 0.9531
(TESTING) task: 8, epoch: 26/30, loss: 1.8124, acc: 0.9625
(TESTING) task: 8, epoch: 26/30, loss: 1.8074, acc: 0.9688
(TESTING) task: 8, epoch: 26/30, loss: 1.8134, acc: 0.9732
(TESTING) task: 8, epoch: 26/30, loss: 1.8066, acc: 0.9766
(TESTING) task: 8, epoch: 26/30, loss: 1.8111, acc: 0.9722
(TESTING) task: 8, epoch: 26/30, loss: 1.8145, acc: 0.9688
(TESTING) task: 8, epoch: 26/30, loss: 1.8149, acc: 0.9602
(TESTING) task: 8, epoch: 26/30, loss: 1.8145, acc: 0.9583
(TESTING) task: 8, epoch: 26/30, loss: 1.8149, acc: 0.9615
(TESTING) task: 8, epoch: 26/30, loss: 1.8109, acc: 0.9643
(TESTING) task: 8, epoch: 26/30, loss: 1.8142, acc: 0.9625
(TESTING) task: 8, epoch: 26/30, loss: 1.8132, acc: 0.9648
(TESTING) task: 8, epoch: 26/30, loss: 1.8108, acc: 0.9632
(TESTING) task: 8, epoch: 26/30, loss: 1.8114, acc: 0.9583
(TESTING) task: 8, epoch: 26/30, loss: 1.8146, acc: 0.9605
(TESTING) task: 8, epoch: 26/30, loss: 1.8139, acc: 0.9625
(TESTING) task: 8, epoch: 26/30, loss: 1.8164, acc: 0.9613
(TESTING) task: 8, epoch: 26/30, loss: 1.8169, acc: 0.9631
(TESTING) task: 8, epoch: 26/30, loss: 1.8160, acc: 0.9620
(TESTING) task: 8, epoch: 26/30, loss: 1.8182, acc: 0.9609
(TESTING) task: 8, epoch: 26/30, loss: 1.8193, acc: 0.9600
(TESTING) task: 8, epoch: 26/30, loss: 1.8198, acc: 0.9567
(TESTING) task: 8, epoch: 26/30, loss: 1.8180, acc: 0.9583
(TESTING) task: 8, epoch: 26/30, loss: 1.8154, acc: 0.9598
(TESTING) task: 8, epoch: 26/30, loss: 1.8178, acc: 0.9591
(TESTING) task: 8, epoch: 26/30, loss: 1.8186, acc: 0.9583
(TESTING) task: 8, epoch: 26/30, loss: 1.8211, acc: 0.9597
(TESTING) task: 8, epoch: 26/30, loss: 1.8197, acc: 0.9609
(TESTING) task: 8, epoch: 26/30, loss: 1.8192, acc: 0.9602
(TESTING) task: 8, epoch: 26/30, loss: 1.8184, acc: 0.9614
(TESTING) task: 8, epoch: 26/30, loss: 1.8171, acc: 0.9625
(TESTING) task: 8, epoch: 26/30, loss: 1.8148, acc: 0.9618
(TESTING) task: 8, epoch: 26/30, loss: 1.8159, acc: 0.9578
(TESTING) task: 8, epoch: 26/30, loss: 1.8175, acc: 0.9556
(TESTING) task: 8, epoch: 26/30, loss: 1.8166, acc: 0.9551
(TESTING) task: 8, epoch: 26/30, loss: 1.8192, acc: 0.9516
(TESTING) task: 8, epoch: 26/30, loss: 1.8183, acc: 0.9527
(TESTING) task: 8, epoch: 26/30, loss: 1.8182, acc: 0.9539
(TESTING) task: 8, epoch: 26/30, loss: 1.8176, acc: 0.9549
(TESTING) task: 8, epoch: 26/30, loss: 1.8192, acc: 0.9531
(TESTING) task: 8, epoch: 26/30, loss: 1.8189, acc: 0.9528
(TESTING) task: 8, epoch: 26/30, loss: 1.8191, acc: 0.9511
(TESTING) task: 8, epoch: 26/30, loss: 1.8178, acc: 0.9521
(TESTING) task: 8, epoch: 26/30, loss: 1.8176, acc: 0.9531
(TESTING) task: 8, epoch: 26/30, loss: 1.8176, acc: 0.9541
(TESTING) task: 8, epoch: 26/30, loss: 1.8176, acc: 0.9525
(TESTING) task: 8, epoch: 26/30, loss: 1.8183, acc: 0.9498
(TESTING) task: 8, epoch: 26/30, loss: 1.8191, acc: 0.9483
(TESTING) task: 8, epoch: 26/30, loss: 1.8194, acc: 0.9469
(TESTING) task: 8, epoch: 26/30, loss: 1.8188, acc: 0.9468
(TESTING) task: 8, epoch: 26/30, loss: 1.8186, acc: 0.9455
(TESTING) task: 8, epoch: 26/30, loss: 1.8186, acc: 0.9464
(TESTING) task: 8, epoch: 26/30, loss: 1.8180, acc: 0.9463
(TESTING) task: 8, epoch: 26/30, loss: 1.8174, acc: 0.9461
(TESTING) task: 8, epoch: 26/30, loss: 1.8174, acc: 0.9470
(TESTING) task: 8, epoch: 26/30, loss: 1.8185, acc: 0.9448
(TESTING) task: 8, epoch: 26/30, loss: 1.8208, acc: 0.9416
(TESTING) task: 8, epoch: 26/30, loss: 1.8212, acc: 0.9405
(TESTING) task: 8, epoch: 26/30, loss: 1.8226, acc: 0.9395
(TRAINING) task: 8, epoch: 27/30, loss: 1.8135, acc: 0.9453
(TRAINING) task: 8, epoch: 27/30, loss: 1.8037, acc: 0.9551
(TRAINING) task: 8, epoch: 27/30, loss: 1.8041, acc: 0.9570
(TRAINING) task: 8, epoch: 27/30, loss: 1.8061, acc: 0.9570
(TRAINING) task: 8, epoch: 27/30, loss: 1.8090, acc: 0.9555
(TRAINING) task: 8, epoch: 27/30, loss: 1.8065, acc: 0.9583
(TRAINING) task: 8, epoch: 27/30, loss: 1.8073, acc: 0.9587
(TRAINING) task: 8, epoch: 27/30, loss: 1.8060, acc: 0.9590
(TRAINING) task: 8, epoch: 27/30, loss: 1.8071, acc: 0.9562
(TRAINING) task: 8, epoch: 27/30, loss: 1.8089, acc: 0.9535
(TRAINING) task: 8, epoch: 27/30, loss: 1.8084, acc: 0.9528
(TRAINING) task: 8, epoch: 27/30, loss: 1.8076, acc: 0.9508
(TRAINING) task: 8, epoch: 27/30, loss: 1.8078, acc: 0.9516
(TRAINING) task: 8, epoch: 27/30, loss: 1.8077, acc: 0.9520
(TRAINING) task: 8, epoch: 27/30, loss: 1.8080, acc: 0.9521
(TRAINING) task: 8, epoch: 27/30, loss: 1.8072, acc: 0.9514
(TRAINING) task: 8, epoch: 27/30, loss: 1.8067, acc: 0.9515
(TRAINING) task: 8, epoch: 27/30, loss: 1.8062, acc: 0.9523
(TRAINING) task: 8, epoch: 27/30, loss: 1.8061, acc: 0.9515
(TRAINING) task: 8, epoch: 27/30, loss: 1.8066, acc: 0.9506
(TESTING) task: 8, epoch: 27/30, loss: 1.8514, acc: 0.9375
(TESTING) task: 8, epoch: 27/30, loss: 1.8152, acc: 0.9688
(TESTING) task: 8, epoch: 27/30, loss: 1.8077, acc: 0.9792
(TESTING) task: 8, epoch: 27/30, loss: 1.8098, acc: 0.9844
(TESTING) task: 8, epoch: 27/30, loss: 1.8140, acc: 0.9750
(TESTING) task: 8, epoch: 27/30, loss: 1.8130, acc: 0.9688
(TESTING) task: 8, epoch: 27/30, loss: 1.8239, acc: 0.9554
(TESTING) task: 8, epoch: 27/30, loss: 1.8226, acc: 0.9609
(TESTING) task: 8, epoch: 27/30, loss: 1.8178, acc: 0.9653
(TESTING) task: 8, epoch: 27/30, loss: 1.8294, acc: 0.9375
(TESTING) task: 8, epoch: 27/30, loss: 1.8303, acc: 0.9375
(TESTING) task: 8, epoch: 27/30, loss: 1.8368, acc: 0.9219
(TESTING) task: 8, epoch: 27/30, loss: 1.8323, acc: 0.9231
(TESTING) task: 8, epoch: 27/30, loss: 1.8314, acc: 0.9241
(TESTING) task: 8, epoch: 27/30, loss: 1.8324, acc: 0.9250
(TESTING) task: 8, epoch: 27/30, loss: 1.8302, acc: 0.9297
(TESTING) task: 8, epoch: 27/30, loss: 1.8256, acc: 0.9338
(TESTING) task: 8, epoch: 27/30, loss: 1.8245, acc: 0.9340
(TESTING) task: 8, epoch: 27/30, loss: 1.8265, acc: 0.9309
(TESTING) task: 8, epoch: 27/30, loss: 1.8227, acc: 0.9344
(TESTING) task: 8, epoch: 27/30, loss: 1.8187, acc: 0.9375
(TESTING) task: 8, epoch: 27/30, loss: 1.8166, acc: 0.9375
(TESTING) task: 8, epoch: 27/30, loss: 1.8185, acc: 0.9375
(TESTING) task: 8, epoch: 27/30, loss: 1.8150, acc: 0.9401
(TESTING) task: 8, epoch: 27/30, loss: 1.8152, acc: 0.9400
(TESTING) task: 8, epoch: 27/30, loss: 1.8152, acc: 0.9399
(TESTING) task: 8, epoch: 27/30, loss: 1.8139, acc: 0.9375
(TESTING) task: 8, epoch: 27/30, loss: 1.8175, acc: 0.9353
(TESTING) task: 8, epoch: 27/30, loss: 1.8201, acc: 0.9289
(TESTING) task: 8, epoch: 27/30, loss: 1.8211, acc: 0.9292
(TESTING) task: 8, epoch: 27/30, loss: 1.8235, acc: 0.9274
(TESTING) task: 8, epoch: 27/30, loss: 1.8240, acc: 0.9277
(TESTING) task: 8, epoch: 27/30, loss: 1.8216, acc: 0.9299
(TESTING) task: 8, epoch: 27/30, loss: 1.8203, acc: 0.9301
(TESTING) task: 8, epoch: 27/30, loss: 1.8211, acc: 0.9321
(TESTING) task: 8, epoch: 27/30, loss: 1.8225, acc: 0.9288
(TESTING) task: 8, epoch: 27/30, loss: 1.8232, acc: 0.9274
(TESTING) task: 8, epoch: 27/30, loss: 1.8217, acc: 0.9276
(TESTING) task: 8, epoch: 27/30, loss: 1.8201, acc: 0.9295
(TESTING) task: 8, epoch: 27/30, loss: 1.8195, acc: 0.9313
(TESTING) task: 8, epoch: 27/30, loss: 1.8199, acc: 0.9314
(TESTING) task: 8, epoch: 27/30, loss: 1.8209, acc: 0.9301
(TESTING) task: 8, epoch: 27/30, loss: 1.8206, acc: 0.9302
(TESTING) task: 8, epoch: 27/30, loss: 1.8211, acc: 0.9318
(TESTING) task: 8, epoch: 27/30, loss: 1.8207, acc: 0.9319
(TESTING) task: 8, epoch: 27/30, loss: 1.8200, acc: 0.9321
(TESTING) task: 8, epoch: 27/30, loss: 1.8202, acc: 0.9322
(TESTING) task: 8, epoch: 27/30, loss: 1.8214, acc: 0.9297
(TESTING) task: 8, epoch: 27/30, loss: 1.8216, acc: 0.9286
(TESTING) task: 8, epoch: 27/30, loss: 1.8205, acc: 0.9300
(TESTING) task: 8, epoch: 27/30, loss: 1.8223, acc: 0.9277
(TESTING) task: 8, epoch: 27/30, loss: 1.8220, acc: 0.9291
(TESTING) task: 8, epoch: 27/30, loss: 1.8229, acc: 0.9281
(TESTING) task: 8, epoch: 27/30, loss: 1.8236, acc: 0.9259
(TESTING) task: 8, epoch: 27/30, loss: 1.8227, acc: 0.9273
(TESTING) task: 8, epoch: 27/30, loss: 1.8219, acc: 0.9286
(TESTING) task: 8, epoch: 27/30, loss: 1.8216, acc: 0.9276
(TESTING) task: 8, epoch: 27/30, loss: 1.8211, acc: 0.9278
(TESTING) task: 8, epoch: 27/30, loss: 1.8222, acc: 0.9280
(TESTING) task: 8, epoch: 27/30, loss: 1.8209, acc: 0.9281
(TESTING) task: 8, epoch: 27/30, loss: 1.8211, acc: 0.9273
(TESTING) task: 8, epoch: 27/30, loss: 1.8224, acc: 0.9244
(TESTING) task: 8, epoch: 27/30, loss: 1.8213, acc: 0.9256
(TRAINING) task: 8, epoch: 28/30, loss: 1.8128, acc: 0.9414
(TRAINING) task: 8, epoch: 28/30, loss: 1.8040, acc: 0.9473
(TRAINING) task: 8, epoch: 28/30, loss: 1.8080, acc: 0.9505
(TRAINING) task: 8, epoch: 28/30, loss: 1.8074, acc: 0.9482
(TRAINING) task: 8, epoch: 28/30, loss: 1.8103, acc: 0.9445
(TRAINING) task: 8, epoch: 28/30, loss: 1.8077, acc: 0.9473
(TRAINING) task: 8, epoch: 28/30, loss: 1.8060, acc: 0.9498
(TRAINING) task: 8, epoch: 28/30, loss: 1.8056, acc: 0.9507
(TRAINING) task: 8, epoch: 28/30, loss: 1.8055, acc: 0.9523
(TRAINING) task: 8, epoch: 28/30, loss: 1.8038, acc: 0.9527
(TRAINING) task: 8, epoch: 28/30, loss: 1.8029, acc: 0.9535
(TRAINING) task: 8, epoch: 28/30, loss: 1.8027, acc: 0.9525
(TRAINING) task: 8, epoch: 28/30, loss: 1.8030, acc: 0.9519
(TRAINING) task: 8, epoch: 28/30, loss: 1.8023, acc: 0.9512
(TRAINING) task: 8, epoch: 28/30, loss: 1.8013, acc: 0.9510
(TRAINING) task: 8, epoch: 28/30, loss: 1.8013, acc: 0.9509
(TRAINING) task: 8, epoch: 28/30, loss: 1.8004, acc: 0.9511
(TRAINING) task: 8, epoch: 28/30, loss: 1.8005, acc: 0.9512
(TRAINING) task: 8, epoch: 28/30, loss: 1.8006, acc: 0.9523
(TRAINING) task: 8, epoch: 28/30, loss: 1.7998, acc: 0.9517
(TESTING) task: 8, epoch: 28/30, loss: 1.8247, acc: 0.9375
(TESTING) task: 8, epoch: 28/30, loss: 1.7991, acc: 0.9062
(TESTING) task: 8, epoch: 28/30, loss: 1.8087, acc: 0.9375
(TESTING) task: 8, epoch: 28/30, loss: 1.8116, acc: 0.9375
(TESTING) task: 8, epoch: 28/30, loss: 1.7979, acc: 0.9500
(TESTING) task: 8, epoch: 28/30, loss: 1.8016, acc: 0.9583
(TESTING) task: 8, epoch: 28/30, loss: 1.8006, acc: 0.9643
(TESTING) task: 8, epoch: 28/30, loss: 1.8009, acc: 0.9609
(TESTING) task: 8, epoch: 28/30, loss: 1.8030, acc: 0.9583
(TESTING) task: 8, epoch: 28/30, loss: 1.8076, acc: 0.9563
(TESTING) task: 8, epoch: 28/30, loss: 1.8044, acc: 0.9602
(TESTING) task: 8, epoch: 28/30, loss: 1.7975, acc: 0.9583
(TESTING) task: 8, epoch: 28/30, loss: 1.7991, acc: 0.9567
(TESTING) task: 8, epoch: 28/30, loss: 1.7975, acc: 0.9598
(TESTING) task: 8, epoch: 28/30, loss: 1.7987, acc: 0.9625
(TESTING) task: 8, epoch: 28/30, loss: 1.7962, acc: 0.9609
(TESTING) task: 8, epoch: 28/30, loss: 1.7991, acc: 0.9522
(TESTING) task: 8, epoch: 28/30, loss: 1.7967, acc: 0.9514
(TESTING) task: 8, epoch: 28/30, loss: 1.7955, acc: 0.9539
(TESTING) task: 8, epoch: 28/30, loss: 1.7970, acc: 0.9531
(TESTING) task: 8, epoch: 28/30, loss: 1.7986, acc: 0.9524
(TESTING) task: 8, epoch: 28/30, loss: 1.8021, acc: 0.9489
(TESTING) task: 8, epoch: 28/30, loss: 1.8036, acc: 0.9511
(TESTING) task: 8, epoch: 28/30, loss: 1.8036, acc: 0.9479
(TESTING) task: 8, epoch: 28/30, loss: 1.8060, acc: 0.9475
(TESTING) task: 8, epoch: 28/30, loss: 1.8044, acc: 0.9495
(TESTING) task: 8, epoch: 28/30, loss: 1.8058, acc: 0.9491
(TESTING) task: 8, epoch: 28/30, loss: 1.8080, acc: 0.9464
(TESTING) task: 8, epoch: 28/30, loss: 1.8076, acc: 0.9440
(TESTING) task: 8, epoch: 28/30, loss: 1.8091, acc: 0.9417
(TESTING) task: 8, epoch: 28/30, loss: 1.8110, acc: 0.9415
(TESTING) task: 8, epoch: 28/30, loss: 1.8103, acc: 0.9395
(TESTING) task: 8, epoch: 28/30, loss: 1.8102, acc: 0.9413
(TESTING) task: 8, epoch: 28/30, loss: 1.8092, acc: 0.9430
(TESTING) task: 8, epoch: 28/30, loss: 1.8099, acc: 0.9411
(TESTING) task: 8, epoch: 28/30, loss: 1.8121, acc: 0.9392
(TESTING) task: 8, epoch: 28/30, loss: 1.8116, acc: 0.9392
(TESTING) task: 8, epoch: 28/30, loss: 1.8122, acc: 0.9359
(TESTING) task: 8, epoch: 28/30, loss: 1.8115, acc: 0.9375
(TESTING) task: 8, epoch: 28/30, loss: 1.8104, acc: 0.9391
(TESTING) task: 8, epoch: 28/30, loss: 1.8112, acc: 0.9390
(TESTING) task: 8, epoch: 28/30, loss: 1.8106, acc: 0.9405
(TESTING) task: 8, epoch: 28/30, loss: 1.8084, acc: 0.9404
(TESTING) task: 8, epoch: 28/30, loss: 1.8066, acc: 0.9418
(TESTING) task: 8, epoch: 28/30, loss: 1.8065, acc: 0.9431
(TESTING) task: 8, epoch: 28/30, loss: 1.8059, acc: 0.9429
(TESTING) task: 8, epoch: 28/30, loss: 1.8054, acc: 0.9441
(TESTING) task: 8, epoch: 28/30, loss: 1.8053, acc: 0.9453
(TESTING) task: 8, epoch: 28/30, loss: 1.8036, acc: 0.9464
(TESTING) task: 8, epoch: 28/30, loss: 1.8037, acc: 0.9463
(TESTING) task: 8, epoch: 28/30, loss: 1.8051, acc: 0.9461
(TESTING) task: 8, epoch: 28/30, loss: 1.8051, acc: 0.9459
(TESTING) task: 8, epoch: 28/30, loss: 1.8039, acc: 0.9469
(TESTING) task: 8, epoch: 28/30, loss: 1.8040, acc: 0.9479
(TESTING) task: 8, epoch: 28/30, loss: 1.8036, acc: 0.9477
(TESTING) task: 8, epoch: 28/30, loss: 1.8043, acc: 0.9464
(TESTING) task: 8, epoch: 28/30, loss: 1.8038, acc: 0.9463
(TESTING) task: 8, epoch: 28/30, loss: 1.8041, acc: 0.9461
(TESTING) task: 8, epoch: 28/30, loss: 1.8032, acc: 0.9470
(TESTING) task: 8, epoch: 28/30, loss: 1.8034, acc: 0.9479
(TESTING) task: 8, epoch: 28/30, loss: 1.8043, acc: 0.9488
(TESTING) task: 8, epoch: 28/30, loss: 1.8048, acc: 0.9486
(TESTING) task: 8, epoch: 28/30, loss: 1.8058, acc: 0.9474
(TRAINING) task: 8, epoch: 29/30, loss: 1.8050, acc: 0.9375
(TRAINING) task: 8, epoch: 29/30, loss: 1.7937, acc: 0.9570
(TRAINING) task: 8, epoch: 29/30, loss: 1.8000, acc: 0.9492
(TRAINING) task: 8, epoch: 29/30, loss: 1.7950, acc: 0.9502
(TRAINING) task: 8, epoch: 29/30, loss: 1.7941, acc: 0.9508
(TRAINING) task: 8, epoch: 29/30, loss: 1.7941, acc: 0.9518
(TRAINING) task: 8, epoch: 29/30, loss: 1.7919, acc: 0.9526
(TRAINING) task: 8, epoch: 29/30, loss: 1.7901, acc: 0.9546
(TRAINING) task: 8, epoch: 29/30, loss: 1.7886, acc: 0.9553
(TRAINING) task: 8, epoch: 29/30, loss: 1.7886, acc: 0.9566
(TRAINING) task: 8, epoch: 29/30, loss: 1.7866, acc: 0.9595
(TRAINING) task: 8, epoch: 29/30, loss: 1.7855, acc: 0.9583
(TRAINING) task: 8, epoch: 29/30, loss: 1.7861, acc: 0.9579
(TRAINING) task: 8, epoch: 29/30, loss: 1.7866, acc: 0.9573
(TRAINING) task: 8, epoch: 29/30, loss: 1.7869, acc: 0.9573
(TRAINING) task: 8, epoch: 29/30, loss: 1.7867, acc: 0.9558
(TRAINING) task: 8, epoch: 29/30, loss: 1.7864, acc: 0.9559
(TRAINING) task: 8, epoch: 29/30, loss: 1.7860, acc: 0.9559
(TRAINING) task: 8, epoch: 29/30, loss: 1.7864, acc: 0.9558
(TRAINING) task: 8, epoch: 29/30, loss: 1.7865, acc: 0.9565
(TESTING) task: 8, epoch: 29/30, loss: 1.6898, acc: 1.0000
(TESTING) task: 8, epoch: 29/30, loss: 1.7588, acc: 0.9688
(TESTING) task: 8, epoch: 29/30, loss: 1.7690, acc: 0.9792
(TESTING) task: 8, epoch: 29/30, loss: 1.7873, acc: 0.9688
(TESTING) task: 8, epoch: 29/30, loss: 1.7851, acc: 0.9625
(TESTING) task: 8, epoch: 29/30, loss: 1.7848, acc: 0.9583
(TESTING) task: 8, epoch: 29/30, loss: 1.7966, acc: 0.9554
(TESTING) task: 8, epoch: 29/30, loss: 1.7976, acc: 0.9531
(TESTING) task: 8, epoch: 29/30, loss: 1.7971, acc: 0.9514
(TESTING) task: 8, epoch: 29/30, loss: 1.7931, acc: 0.9563
(TESTING) task: 8, epoch: 29/30, loss: 1.7961, acc: 0.9545
(TESTING) task: 8, epoch: 29/30, loss: 1.7972, acc: 0.9531
(TESTING) task: 8, epoch: 29/30, loss: 1.7924, acc: 0.9567
(TESTING) task: 8, epoch: 29/30, loss: 1.7916, acc: 0.9509
(TESTING) task: 8, epoch: 29/30, loss: 1.7895, acc: 0.9542
(TESTING) task: 8, epoch: 29/30, loss: 1.7886, acc: 0.9570
(TESTING) task: 8, epoch: 29/30, loss: 1.7919, acc: 0.9522
(TESTING) task: 8, epoch: 29/30, loss: 1.7949, acc: 0.9514
(TESTING) task: 8, epoch: 29/30, loss: 1.7981, acc: 0.9474
(TESTING) task: 8, epoch: 29/30, loss: 1.7961, acc: 0.9469
(TESTING) task: 8, epoch: 29/30, loss: 1.7949, acc: 0.9494
(TESTING) task: 8, epoch: 29/30, loss: 1.7915, acc: 0.9517
(TESTING) task: 8, epoch: 29/30, loss: 1.7912, acc: 0.9484
(TESTING) task: 8, epoch: 29/30, loss: 1.7928, acc: 0.9479
(TESTING) task: 8, epoch: 29/30, loss: 1.7932, acc: 0.9500
(TESTING) task: 8, epoch: 29/30, loss: 1.7928, acc: 0.9519
(TESTING) task: 8, epoch: 29/30, loss: 1.7944, acc: 0.9514
(TESTING) task: 8, epoch: 29/30, loss: 1.7924, acc: 0.9531
(TESTING) task: 8, epoch: 29/30, loss: 1.7938, acc: 0.9547
(TESTING) task: 8, epoch: 29/30, loss: 1.7965, acc: 0.9500
(TESTING) task: 8, epoch: 29/30, loss: 1.7962, acc: 0.9496
(TESTING) task: 8, epoch: 29/30, loss: 1.7974, acc: 0.9492
(TESTING) task: 8, epoch: 29/30, loss: 1.7967, acc: 0.9508
(TESTING) task: 8, epoch: 29/30, loss: 1.7949, acc: 0.9504
(TESTING) task: 8, epoch: 29/30, loss: 1.7931, acc: 0.9500
(TESTING) task: 8, epoch: 29/30, loss: 1.7922, acc: 0.9514
(TESTING) task: 8, epoch: 29/30, loss: 1.7946, acc: 0.9476
(TESTING) task: 8, epoch: 29/30, loss: 1.7948, acc: 0.9474
(TESTING) task: 8, epoch: 29/30, loss: 1.7944, acc: 0.9487
(TESTING) task: 8, epoch: 29/30, loss: 1.7935, acc: 0.9500
(TESTING) task: 8, epoch: 29/30, loss: 1.7945, acc: 0.9482
(TESTING) task: 8, epoch: 29/30, loss: 1.7952, acc: 0.9494
(TESTING) task: 8, epoch: 29/30, loss: 1.7946, acc: 0.9506
(TESTING) task: 8, epoch: 29/30, loss: 1.7952, acc: 0.9517
(TESTING) task: 8, epoch: 29/30, loss: 1.7946, acc: 0.9528
(TESTING) task: 8, epoch: 29/30, loss: 1.7925, acc: 0.9538
(TESTING) task: 8, epoch: 29/30, loss: 1.7911, acc: 0.9548
(TESTING) task: 8, epoch: 29/30, loss: 1.7919, acc: 0.9544
(TESTING) task: 8, epoch: 29/30, loss: 1.7930, acc: 0.9541
(TESTING) task: 8, epoch: 29/30, loss: 1.7918, acc: 0.9550
(TESTING) task: 8, epoch: 29/30, loss: 1.7927, acc: 0.9534
(TESTING) task: 8, epoch: 29/30, loss: 1.7925, acc: 0.9543
(TESTING) task: 8, epoch: 29/30, loss: 1.7931, acc: 0.9540
(TESTING) task: 8, epoch: 29/30, loss: 1.7929, acc: 0.9549
(TESTING) task: 8, epoch: 29/30, loss: 1.7937, acc: 0.9534
(TESTING) task: 8, epoch: 29/30, loss: 1.7944, acc: 0.9520
(TESTING) task: 8, epoch: 29/30, loss: 1.7945, acc: 0.9518
(TESTING) task: 8, epoch: 29/30, loss: 1.7937, acc: 0.9515
(TESTING) task: 8, epoch: 29/30, loss: 1.7938, acc: 0.9513
(TESTING) task: 8, epoch: 29/30, loss: 1.7946, acc: 0.9510
(TESTING) task: 8, epoch: 29/30, loss: 1.7952, acc: 0.9508
(TESTING) task: 8, epoch: 29/30, loss: 1.7947, acc: 0.9516
(TESTING) task: 8, epoch: 29/30, loss: 1.7966, acc: 0.9504
#params=56074
(TRAINING) task: 9, epoch: 0/30, loss: 2.3029, acc: 0.0586
(TRAINING) task: 9, epoch: 0/30, loss: 2.3030, acc: 0.0664
(TRAINING) task: 9, epoch: 0/30, loss: 2.3036, acc: 0.0677
(TRAINING) task: 9, epoch: 0/30, loss: 2.3037, acc: 0.0674
(TRAINING) task: 9, epoch: 0/30, loss: 2.3035, acc: 0.0680
(TRAINING) task: 9, epoch: 0/30, loss: 2.3031, acc: 0.0762
(TRAINING) task: 9, epoch: 0/30, loss: 2.3032, acc: 0.0748
(TRAINING) task: 9, epoch: 0/30, loss: 2.3029, acc: 0.0771
(TRAINING) task: 9, epoch: 0/30, loss: 2.3027, acc: 0.0777
(TRAINING) task: 9, epoch: 0/30, loss: 2.3025, acc: 0.0809
(TRAINING) task: 9, epoch: 0/30, loss: 2.3025, acc: 0.0792
(TRAINING) task: 9, epoch: 0/30, loss: 2.3026, acc: 0.0817
(TRAINING) task: 9, epoch: 0/30, loss: 2.3024, acc: 0.0805
(TRAINING) task: 9, epoch: 0/30, loss: 2.3023, acc: 0.0820
(TRAINING) task: 9, epoch: 0/30, loss: 2.3022, acc: 0.0820
(TRAINING) task: 9, epoch: 0/30, loss: 2.3020, acc: 0.0828
(TRAINING) task: 9, epoch: 0/30, loss: 2.3018, acc: 0.0843
(TRAINING) task: 9, epoch: 0/30, loss: 2.3016, acc: 0.0864
(TRAINING) task: 9, epoch: 0/30, loss: 2.3016, acc: 0.0866
(TRAINING) task: 9, epoch: 0/30, loss: 2.3015, acc: 0.0874
(TESTING) task: 9, epoch: 0/30, loss: 2.2959, acc: 0.0625
(TESTING) task: 9, epoch: 0/30, loss: 2.2975, acc: 0.0938
(TESTING) task: 9, epoch: 0/30, loss: 2.2970, acc: 0.1250
(TESTING) task: 9, epoch: 0/30, loss: 2.2971, acc: 0.1094
(TESTING) task: 9, epoch: 0/30, loss: 2.2977, acc: 0.1125
(TESTING) task: 9, epoch: 0/30, loss: 2.2965, acc: 0.1250
(TESTING) task: 9, epoch: 0/30, loss: 2.2967, acc: 0.1250
(TESTING) task: 9, epoch: 0/30, loss: 2.2971, acc: 0.1094
(TESTING) task: 9, epoch: 0/30, loss: 2.2973, acc: 0.1042
(TESTING) task: 9, epoch: 0/30, loss: 2.2970, acc: 0.1125
(TESTING) task: 9, epoch: 0/30, loss: 2.2976, acc: 0.1080
(TESTING) task: 9, epoch: 0/30, loss: 2.2983, acc: 0.1094
(TESTING) task: 9, epoch: 0/30, loss: 2.2977, acc: 0.1154
(TESTING) task: 9, epoch: 0/30, loss: 2.2980, acc: 0.1161
(TESTING) task: 9, epoch: 0/30, loss: 2.2983, acc: 0.1167
(TESTING) task: 9, epoch: 0/30, loss: 2.2986, acc: 0.1172
(TESTING) task: 9, epoch: 0/30, loss: 2.2991, acc: 0.1103
(TESTING) task: 9, epoch: 0/30, loss: 2.2989, acc: 0.1146
(TESTING) task: 9, epoch: 0/30, loss: 2.2987, acc: 0.1118
(TESTING) task: 9, epoch: 0/30, loss: 2.2984, acc: 0.1156
(TESTING) task: 9, epoch: 0/30, loss: 2.2979, acc: 0.1220
(TESTING) task: 9, epoch: 0/30, loss: 2.2971, acc: 0.1278
(TESTING) task: 9, epoch: 0/30, loss: 2.2972, acc: 0.1250
(TESTING) task: 9, epoch: 0/30, loss: 2.2974, acc: 0.1224
(TESTING) task: 9, epoch: 0/30, loss: 2.2974, acc: 0.1200
(TESTING) task: 9, epoch: 0/30, loss: 2.2977, acc: 0.1154
(TESTING) task: 9, epoch: 0/30, loss: 2.2980, acc: 0.1134
(TESTING) task: 9, epoch: 0/30, loss: 2.2982, acc: 0.1138
(TESTING) task: 9, epoch: 0/30, loss: 2.2980, acc: 0.1207
(TESTING) task: 9, epoch: 0/30, loss: 2.2978, acc: 0.1271
(TESTING) task: 9, epoch: 0/30, loss: 2.2979, acc: 0.1230
(TESTING) task: 9, epoch: 0/30, loss: 2.2979, acc: 0.1211
(TESTING) task: 9, epoch: 0/30, loss: 2.2979, acc: 0.1212
(TESTING) task: 9, epoch: 0/30, loss: 2.2977, acc: 0.1213
(TESTING) task: 9, epoch: 0/30, loss: 2.2979, acc: 0.1214
(TESTING) task: 9, epoch: 0/30, loss: 2.2981, acc: 0.1198
(TESTING) task: 9, epoch: 0/30, loss: 2.2982, acc: 0.1199
(TESTING) task: 9, epoch: 0/30, loss: 2.2980, acc: 0.1217
(TESTING) task: 9, epoch: 0/30, loss: 2.2981, acc: 0.1234
(TESTING) task: 9, epoch: 0/30, loss: 2.2979, acc: 0.1250
(TESTING) task: 9, epoch: 0/30, loss: 2.2980, acc: 0.1250
(TESTING) task: 9, epoch: 0/30, loss: 2.2979, acc: 0.1265
(TESTING) task: 9, epoch: 0/30, loss: 2.2980, acc: 0.1265
(TESTING) task: 9, epoch: 0/30, loss: 2.2978, acc: 0.1307
(TESTING) task: 9, epoch: 0/30, loss: 2.2978, acc: 0.1319
(TESTING) task: 9, epoch: 0/30, loss: 2.2976, acc: 0.1359
(TESTING) task: 9, epoch: 0/30, loss: 2.2977, acc: 0.1356
(TESTING) task: 9, epoch: 0/30, loss: 2.2979, acc: 0.1328
(TESTING) task: 9, epoch: 0/30, loss: 2.2978, acc: 0.1339
(TESTING) task: 9, epoch: 0/30, loss: 2.2979, acc: 0.1325
(TESTING) task: 9, epoch: 0/30, loss: 2.2978, acc: 0.1324
(TESTING) task: 9, epoch: 0/30, loss: 2.2979, acc: 0.1310
(TESTING) task: 9, epoch: 0/30, loss: 2.2978, acc: 0.1309
(TESTING) task: 9, epoch: 0/30, loss: 2.2979, acc: 0.1308
(TESTING) task: 9, epoch: 0/30, loss: 2.2978, acc: 0.1318
(TESTING) task: 9, epoch: 0/30, loss: 2.2980, acc: 0.1295
(TESTING) task: 9, epoch: 0/30, loss: 2.2981, acc: 0.1283
(TESTING) task: 9, epoch: 0/30, loss: 2.2980, acc: 0.1293
(TESTING) task: 9, epoch: 0/30, loss: 2.2980, acc: 0.1303
(TESTING) task: 9, epoch: 0/30, loss: 2.2980, acc: 0.1292
(TESTING) task: 9, epoch: 0/30, loss: 2.2981, acc: 0.1270
(TESTING) task: 9, epoch: 0/30, loss: 2.2981, acc: 0.1250
(TESTING) task: 9, epoch: 0/30, loss: 2.2981, acc: 0.1230
(TRAINING) task: 9, epoch: 1/30, loss: 2.2989, acc: 0.1250
(TRAINING) task: 9, epoch: 1/30, loss: 2.2987, acc: 0.1289
(TRAINING) task: 9, epoch: 1/30, loss: 2.2981, acc: 0.1250
(TRAINING) task: 9, epoch: 1/30, loss: 2.2977, acc: 0.1230
(TRAINING) task: 9, epoch: 1/30, loss: 2.2976, acc: 0.1227
(TRAINING) task: 9, epoch: 1/30, loss: 2.2974, acc: 0.1230
(TRAINING) task: 9, epoch: 1/30, loss: 2.2974, acc: 0.1205
(TRAINING) task: 9, epoch: 1/30, loss: 2.2971, acc: 0.1250
(TRAINING) task: 9, epoch: 1/30, loss: 2.2966, acc: 0.1311
(TRAINING) task: 9, epoch: 1/30, loss: 2.2962, acc: 0.1352
(TRAINING) task: 9, epoch: 1/30, loss: 2.2962, acc: 0.1357
(TRAINING) task: 9, epoch: 1/30, loss: 2.2959, acc: 0.1387
(TRAINING) task: 9, epoch: 1/30, loss: 2.2959, acc: 0.1394
(TRAINING) task: 9, epoch: 1/30, loss: 2.2958, acc: 0.1401
(TRAINING) task: 9, epoch: 1/30, loss: 2.2955, acc: 0.1401
(TRAINING) task: 9, epoch: 1/30, loss: 2.2953, acc: 0.1445
(TRAINING) task: 9, epoch: 1/30, loss: 2.2950, acc: 0.1473
(TRAINING) task: 9, epoch: 1/30, loss: 2.2947, acc: 0.1510
(TRAINING) task: 9, epoch: 1/30, loss: 2.2946, acc: 0.1517
(TRAINING) task: 9, epoch: 1/30, loss: 2.2943, acc: 0.1566
(TESTING) task: 9, epoch: 1/30, loss: 2.2918, acc: 0.2500
(TESTING) task: 9, epoch: 1/30, loss: 2.2935, acc: 0.2188
(TESTING) task: 9, epoch: 1/30, loss: 2.2921, acc: 0.2083
(TESTING) task: 9, epoch: 1/30, loss: 2.2909, acc: 0.2031
(TESTING) task: 9, epoch: 1/30, loss: 2.2903, acc: 0.2000
(TESTING) task: 9, epoch: 1/30, loss: 2.2908, acc: 0.1979
(TESTING) task: 9, epoch: 1/30, loss: 2.2903, acc: 0.1786
(TESTING) task: 9, epoch: 1/30, loss: 2.2902, acc: 0.1797
(TESTING) task: 9, epoch: 1/30, loss: 2.2898, acc: 0.1806
(TESTING) task: 9, epoch: 1/30, loss: 2.2886, acc: 0.1938
(TESTING) task: 9, epoch: 1/30, loss: 2.2895, acc: 0.1932
(TESTING) task: 9, epoch: 1/30, loss: 2.2897, acc: 0.1927
(TESTING) task: 9, epoch: 1/30, loss: 2.2898, acc: 0.1875
(TESTING) task: 9, epoch: 1/30, loss: 2.2901, acc: 0.1920
(TESTING) task: 9, epoch: 1/30, loss: 2.2898, acc: 0.2083
(TESTING) task: 9, epoch: 1/30, loss: 2.2903, acc: 0.2031
(TESTING) task: 9, epoch: 1/30, loss: 2.2905, acc: 0.2022
(TESTING) task: 9, epoch: 1/30, loss: 2.2904, acc: 0.2083
(TESTING) task: 9, epoch: 1/30, loss: 2.2904, acc: 0.2072
(TESTING) task: 9, epoch: 1/30, loss: 2.2903, acc: 0.2125
(TESTING) task: 9, epoch: 1/30, loss: 2.2907, acc: 0.2083
(TESTING) task: 9, epoch: 1/30, loss: 2.2906, acc: 0.2045
(TESTING) task: 9, epoch: 1/30, loss: 2.2907, acc: 0.2038
(TESTING) task: 9, epoch: 1/30, loss: 2.2908, acc: 0.2005
(TESTING) task: 9, epoch: 1/30, loss: 2.2909, acc: 0.1950
(TESTING) task: 9, epoch: 1/30, loss: 2.2909, acc: 0.1923
(TESTING) task: 9, epoch: 1/30, loss: 2.2910, acc: 0.1921
(TESTING) task: 9, epoch: 1/30, loss: 2.2912, acc: 0.1853
(TESTING) task: 9, epoch: 1/30, loss: 2.2910, acc: 0.1918
(TESTING) task: 9, epoch: 1/30, loss: 2.2911, acc: 0.1875
(TESTING) task: 9, epoch: 1/30, loss: 2.2905, acc: 0.1915
(TESTING) task: 9, epoch: 1/30, loss: 2.2903, acc: 0.1914
(TESTING) task: 9, epoch: 1/30, loss: 2.2903, acc: 0.1894
(TESTING) task: 9, epoch: 1/30, loss: 2.2908, acc: 0.1875
(TESTING) task: 9, epoch: 1/30, loss: 2.2907, acc: 0.1857
(TESTING) task: 9, epoch: 1/30, loss: 2.2907, acc: 0.1858
(TESTING) task: 9, epoch: 1/30, loss: 2.2908, acc: 0.1875
(TESTING) task: 9, epoch: 1/30, loss: 2.2909, acc: 0.1859
(TESTING) task: 9, epoch: 1/30, loss: 2.2909, acc: 0.1859
(TESTING) task: 9, epoch: 1/30, loss: 2.2909, acc: 0.1844
(TESTING) task: 9, epoch: 1/30, loss: 2.2906, acc: 0.1890
(TESTING) task: 9, epoch: 1/30, loss: 2.2907, acc: 0.1875
(TESTING) task: 9, epoch: 1/30, loss: 2.2906, acc: 0.1890
(TESTING) task: 9, epoch: 1/30, loss: 2.2907, acc: 0.1875
(TESTING) task: 9, epoch: 1/30, loss: 2.2906, acc: 0.1889
(TESTING) task: 9, epoch: 1/30, loss: 2.2907, acc: 0.1861
(TESTING) task: 9, epoch: 1/30, loss: 2.2906, acc: 0.1875
(TESTING) task: 9, epoch: 1/30, loss: 2.2908, acc: 0.1849
(TESTING) task: 9, epoch: 1/30, loss: 2.2908, acc: 0.1862
(TESTING) task: 9, epoch: 1/30, loss: 2.2909, acc: 0.1850
(TESTING) task: 9, epoch: 1/30, loss: 2.2906, acc: 0.1863
(TESTING) task: 9, epoch: 1/30, loss: 2.2906, acc: 0.1875
(TESTING) task: 9, epoch: 1/30, loss: 2.2905, acc: 0.1887
(TESTING) task: 9, epoch: 1/30, loss: 2.2904, acc: 0.1898
(TESTING) task: 9, epoch: 1/30, loss: 2.2903, acc: 0.1898
(TESTING) task: 9, epoch: 1/30, loss: 2.2902, acc: 0.1897
(TESTING) task: 9, epoch: 1/30, loss: 2.2903, acc: 0.1875
(TESTING) task: 9, epoch: 1/30, loss: 2.2903, acc: 0.1886
(TESTING) task: 9, epoch: 1/30, loss: 2.2904, acc: 0.1875
(TESTING) task: 9, epoch: 1/30, loss: 2.2903, acc: 0.1896
(TESTING) task: 9, epoch: 1/30, loss: 2.2902, acc: 0.1895
(TESTING) task: 9, epoch: 1/30, loss: 2.2903, acc: 0.1885
(TESTING) task: 9, epoch: 1/30, loss: 2.2905, acc: 0.1875
(TRAINING) task: 9, epoch: 2/30, loss: 2.2871, acc: 0.2148
(TRAINING) task: 9, epoch: 2/30, loss: 2.2886, acc: 0.2207
(TRAINING) task: 9, epoch: 2/30, loss: 2.2884, acc: 0.2174
(TRAINING) task: 9, epoch: 2/30, loss: 2.2879, acc: 0.2275
(TRAINING) task: 9, epoch: 2/30, loss: 2.2874, acc: 0.2297
(TRAINING) task: 9, epoch: 2/30, loss: 2.2873, acc: 0.2285
(TRAINING) task: 9, epoch: 2/30, loss: 2.2877, acc: 0.2254
(TRAINING) task: 9, epoch: 2/30, loss: 2.2875, acc: 0.2236
(TRAINING) task: 9, epoch: 2/30, loss: 2.2871, acc: 0.2274
(TRAINING) task: 9, epoch: 2/30, loss: 2.2872, acc: 0.2254
(TRAINING) task: 9, epoch: 2/30, loss: 2.2872, acc: 0.2255
(TRAINING) task: 9, epoch: 2/30, loss: 2.2873, acc: 0.2259
(TRAINING) task: 9, epoch: 2/30, loss: 2.2869, acc: 0.2305
(TRAINING) task: 9, epoch: 2/30, loss: 2.2866, acc: 0.2338
(TRAINING) task: 9, epoch: 2/30, loss: 2.2863, acc: 0.2367
(TRAINING) task: 9, epoch: 2/30, loss: 2.2860, acc: 0.2397
(TRAINING) task: 9, epoch: 2/30, loss: 2.2858, acc: 0.2422
(TRAINING) task: 9, epoch: 2/30, loss: 2.2856, acc: 0.2428
(TRAINING) task: 9, epoch: 2/30, loss: 2.2855, acc: 0.2432
(TRAINING) task: 9, epoch: 2/30, loss: 2.2852, acc: 0.2483
(TESTING) task: 9, epoch: 2/30, loss: 2.2706, acc: 0.4375
(TESTING) task: 9, epoch: 2/30, loss: 2.2725, acc: 0.3750
(TESTING) task: 9, epoch: 2/30, loss: 2.2739, acc: 0.3333
(TESTING) task: 9, epoch: 2/30, loss: 2.2745, acc: 0.3281
(TESTING) task: 9, epoch: 2/30, loss: 2.2778, acc: 0.3000
(TESTING) task: 9, epoch: 2/30, loss: 2.2780, acc: 0.2917
(TESTING) task: 9, epoch: 2/30, loss: 2.2779, acc: 0.3214
(TESTING) task: 9, epoch: 2/30, loss: 2.2782, acc: 0.3203
(TESTING) task: 9, epoch: 2/30, loss: 2.2774, acc: 0.3333
(TESTING) task: 9, epoch: 2/30, loss: 2.2797, acc: 0.3063
(TESTING) task: 9, epoch: 2/30, loss: 2.2795, acc: 0.2955
(TESTING) task: 9, epoch: 2/30, loss: 2.2799, acc: 0.2917
(TESTING) task: 9, epoch: 2/30, loss: 2.2795, acc: 0.2981
(TESTING) task: 9, epoch: 2/30, loss: 2.2807, acc: 0.2768
(TESTING) task: 9, epoch: 2/30, loss: 2.2806, acc: 0.2750
(TESTING) task: 9, epoch: 2/30, loss: 2.2800, acc: 0.2891
(TESTING) task: 9, epoch: 2/30, loss: 2.2805, acc: 0.2831
(TESTING) task: 9, epoch: 2/30, loss: 2.2809, acc: 0.2812
(TESTING) task: 9, epoch: 2/30, loss: 2.2810, acc: 0.2796
(TESTING) task: 9, epoch: 2/30, loss: 2.2810, acc: 0.2812
(TESTING) task: 9, epoch: 2/30, loss: 2.2814, acc: 0.2768
(TESTING) task: 9, epoch: 2/30, loss: 2.2808, acc: 0.2812
(TESTING) task: 9, epoch: 2/30, loss: 2.2809, acc: 0.2772
(TESTING) task: 9, epoch: 2/30, loss: 2.2810, acc: 0.2786
(TESTING) task: 9, epoch: 2/30, loss: 2.2811, acc: 0.2775
(TESTING) task: 9, epoch: 2/30, loss: 2.2810, acc: 0.2788
(TESTING) task: 9, epoch: 2/30, loss: 2.2809, acc: 0.2801
(TESTING) task: 9, epoch: 2/30, loss: 2.2810, acc: 0.2790
(TESTING) task: 9, epoch: 2/30, loss: 2.2813, acc: 0.2716
(TESTING) task: 9, epoch: 2/30, loss: 2.2814, acc: 0.2708
(TESTING) task: 9, epoch: 2/30, loss: 2.2814, acc: 0.2742
(TESTING) task: 9, epoch: 2/30, loss: 2.2815, acc: 0.2773
(TESTING) task: 9, epoch: 2/30, loss: 2.2813, acc: 0.2803
(TESTING) task: 9, epoch: 2/30, loss: 2.2815, acc: 0.2739
(TESTING) task: 9, epoch: 2/30, loss: 2.2817, acc: 0.2714
(TESTING) task: 9, epoch: 2/30, loss: 2.2816, acc: 0.2708
(TESTING) task: 9, epoch: 2/30, loss: 2.2818, acc: 0.2703
(TESTING) task: 9, epoch: 2/30, loss: 2.2819, acc: 0.2697
(TESTING) task: 9, epoch: 2/30, loss: 2.2821, acc: 0.2660
(TESTING) task: 9, epoch: 2/30, loss: 2.2823, acc: 0.2609
(TESTING) task: 9, epoch: 2/30, loss: 2.2823, acc: 0.2607
(TESTING) task: 9, epoch: 2/30, loss: 2.2825, acc: 0.2619
(TESTING) task: 9, epoch: 2/30, loss: 2.2822, acc: 0.2645
(TESTING) task: 9, epoch: 2/30, loss: 2.2822, acc: 0.2628
(TESTING) task: 9, epoch: 2/30, loss: 2.2824, acc: 0.2653
(TESTING) task: 9, epoch: 2/30, loss: 2.2823, acc: 0.2677
(TESTING) task: 9, epoch: 2/30, loss: 2.2824, acc: 0.2699
(TESTING) task: 9, epoch: 2/30, loss: 2.2824, acc: 0.2695
(TESTING) task: 9, epoch: 2/30, loss: 2.2822, acc: 0.2717
(TESTING) task: 9, epoch: 2/30, loss: 2.2822, acc: 0.2712
(TESTING) task: 9, epoch: 2/30, loss: 2.2823, acc: 0.2733
(TESTING) task: 9, epoch: 2/30, loss: 2.2822, acc: 0.2728
(TESTING) task: 9, epoch: 2/30, loss: 2.2820, acc: 0.2771
(TESTING) task: 9, epoch: 2/30, loss: 2.2819, acc: 0.2789
(TESTING) task: 9, epoch: 2/30, loss: 2.2819, acc: 0.2807
(TESTING) task: 9, epoch: 2/30, loss: 2.2818, acc: 0.2812
(TESTING) task: 9, epoch: 2/30, loss: 2.2816, acc: 0.2840
(TESTING) task: 9, epoch: 2/30, loss: 2.2814, acc: 0.2856
(TESTING) task: 9, epoch: 2/30, loss: 2.2812, acc: 0.2871
(TESTING) task: 9, epoch: 2/30, loss: 2.2813, acc: 0.2865
(TESTING) task: 9, epoch: 2/30, loss: 2.2812, acc: 0.2879
(TESTING) task: 9, epoch: 2/30, loss: 2.2812, acc: 0.2873
(TESTING) task: 9, epoch: 2/30, loss: 2.2808, acc: 0.2927
(TRAINING) task: 9, epoch: 3/30, loss: 2.2780, acc: 0.3477
(TRAINING) task: 9, epoch: 3/30, loss: 2.2794, acc: 0.3301
(TRAINING) task: 9, epoch: 3/30, loss: 2.2798, acc: 0.3164
(TRAINING) task: 9, epoch: 3/30, loss: 2.2798, acc: 0.3184
(TRAINING) task: 9, epoch: 3/30, loss: 2.2795, acc: 0.3180
(TRAINING) task: 9, epoch: 3/30, loss: 2.2794, acc: 0.3242
(TRAINING) task: 9, epoch: 3/30, loss: 2.2790, acc: 0.3298
(TRAINING) task: 9, epoch: 3/30, loss: 2.2786, acc: 0.3291
(TRAINING) task: 9, epoch: 3/30, loss: 2.2783, acc: 0.3316
(TRAINING) task: 9, epoch: 3/30, loss: 2.2775, acc: 0.3398
(TRAINING) task: 9, epoch: 3/30, loss: 2.2773, acc: 0.3430
(TRAINING) task: 9, epoch: 3/30, loss: 2.2770, acc: 0.3424
(TRAINING) task: 9, epoch: 3/30, loss: 2.2767, acc: 0.3465
(TRAINING) task: 9, epoch: 3/30, loss: 2.2762, acc: 0.3504
(TRAINING) task: 9, epoch: 3/30, loss: 2.2756, acc: 0.3573
(TRAINING) task: 9, epoch: 3/30, loss: 2.2752, acc: 0.3613
(TRAINING) task: 9, epoch: 3/30, loss: 2.2748, acc: 0.3631
(TRAINING) task: 9, epoch: 3/30, loss: 2.2745, acc: 0.3646
(TRAINING) task: 9, epoch: 3/30, loss: 2.2742, acc: 0.3668
(TRAINING) task: 9, epoch: 3/30, loss: 2.2739, acc: 0.3709
(TESTING) task: 9, epoch: 3/30, loss: 2.2839, acc: 0.1875
(TESTING) task: 9, epoch: 3/30, loss: 2.2716, acc: 0.2812
(TESTING) task: 9, epoch: 3/30, loss: 2.2734, acc: 0.2292
(TESTING) task: 9, epoch: 3/30, loss: 2.2689, acc: 0.3281
(TESTING) task: 9, epoch: 3/30, loss: 2.2677, acc: 0.3625
(TESTING) task: 9, epoch: 3/30, loss: 2.2659, acc: 0.3958
(TESTING) task: 9, epoch: 3/30, loss: 2.2638, acc: 0.4196
(TESTING) task: 9, epoch: 3/30, loss: 2.2646, acc: 0.4219
(TESTING) task: 9, epoch: 3/30, loss: 2.2654, acc: 0.4167
(TESTING) task: 9, epoch: 3/30, loss: 2.2650, acc: 0.4188
(TESTING) task: 9, epoch: 3/30, loss: 2.2653, acc: 0.4148
(TESTING) task: 9, epoch: 3/30, loss: 2.2665, acc: 0.4219
(TESTING) task: 9, epoch: 3/30, loss: 2.2669, acc: 0.4135
(TESTING) task: 9, epoch: 3/30, loss: 2.2663, acc: 0.4286
(TESTING) task: 9, epoch: 3/30, loss: 2.2670, acc: 0.4208
(TESTING) task: 9, epoch: 3/30, loss: 2.2680, acc: 0.4062
(TESTING) task: 9, epoch: 3/30, loss: 2.2690, acc: 0.4044
(TESTING) task: 9, epoch: 3/30, loss: 2.2696, acc: 0.4028
(TESTING) task: 9, epoch: 3/30, loss: 2.2701, acc: 0.3980
(TESTING) task: 9, epoch: 3/30, loss: 2.2700, acc: 0.4000
(TESTING) task: 9, epoch: 3/30, loss: 2.2704, acc: 0.3958
(TESTING) task: 9, epoch: 3/30, loss: 2.2694, acc: 0.4062
(TESTING) task: 9, epoch: 3/30, loss: 2.2691, acc: 0.4103
(TESTING) task: 9, epoch: 3/30, loss: 2.2690, acc: 0.4089
(TESTING) task: 9, epoch: 3/30, loss: 2.2685, acc: 0.4200
(TESTING) task: 9, epoch: 3/30, loss: 2.2692, acc: 0.4111
(TESTING) task: 9, epoch: 3/30, loss: 2.2694, acc: 0.4074
(TESTING) task: 9, epoch: 3/30, loss: 2.2689, acc: 0.4129
(TESTING) task: 9, epoch: 3/30, loss: 2.2684, acc: 0.4224
(TESTING) task: 9, epoch: 3/30, loss: 2.2686, acc: 0.4250
(TESTING) task: 9, epoch: 3/30, loss: 2.2688, acc: 0.4194
(TESTING) task: 9, epoch: 3/30, loss: 2.2688, acc: 0.4219
(TESTING) task: 9, epoch: 3/30, loss: 2.2693, acc: 0.4167
(TESTING) task: 9, epoch: 3/30, loss: 2.2698, acc: 0.4136
(TESTING) task: 9, epoch: 3/30, loss: 2.2700, acc: 0.4107
(TESTING) task: 9, epoch: 3/30, loss: 2.2697, acc: 0.4149
(TESTING) task: 9, epoch: 3/30, loss: 2.2696, acc: 0.4122
(TESTING) task: 9, epoch: 3/30, loss: 2.2691, acc: 0.4161
(TESTING) task: 9, epoch: 3/30, loss: 2.2691, acc: 0.4135
(TESTING) task: 9, epoch: 3/30, loss: 2.2692, acc: 0.4125
(TESTING) task: 9, epoch: 3/30, loss: 2.2695, acc: 0.4085
(TESTING) task: 9, epoch: 3/30, loss: 2.2691, acc: 0.4122
(TESTING) task: 9, epoch: 3/30, loss: 2.2691, acc: 0.4113
(TESTING) task: 9, epoch: 3/30, loss: 2.2690, acc: 0.4119
(TESTING) task: 9, epoch: 3/30, loss: 2.2693, acc: 0.4083
(TESTING) task: 9, epoch: 3/30, loss: 2.2691, acc: 0.4117
(TESTING) task: 9, epoch: 3/30, loss: 2.2691, acc: 0.4136
(TESTING) task: 9, epoch: 3/30, loss: 2.2690, acc: 0.4141
(TESTING) task: 9, epoch: 3/30, loss: 2.2689, acc: 0.4158
(TESTING) task: 9, epoch: 3/30, loss: 2.2687, acc: 0.4175
(TESTING) task: 9, epoch: 3/30, loss: 2.2690, acc: 0.4167
(TESTING) task: 9, epoch: 3/30, loss: 2.2690, acc: 0.4159
(TESTING) task: 9, epoch: 3/30, loss: 2.2692, acc: 0.4127
(TESTING) task: 9, epoch: 3/30, loss: 2.2692, acc: 0.4144
(TESTING) task: 9, epoch: 3/30, loss: 2.2694, acc: 0.4125
(TESTING) task: 9, epoch: 3/30, loss: 2.2696, acc: 0.4074
(TESTING) task: 9, epoch: 3/30, loss: 2.2693, acc: 0.4123
(TESTING) task: 9, epoch: 3/30, loss: 2.2694, acc: 0.4106
(TESTING) task: 9, epoch: 3/30, loss: 2.2691, acc: 0.4142
(TESTING) task: 9, epoch: 3/30, loss: 2.2689, acc: 0.4167
(TESTING) task: 9, epoch: 3/30, loss: 2.2689, acc: 0.4180
(TESTING) task: 9, epoch: 3/30, loss: 2.2687, acc: 0.4194
(TESTING) task: 9, epoch: 3/30, loss: 2.2689, acc: 0.4167
(TRAINING) task: 9, epoch: 4/30, loss: 2.2674, acc: 0.4180
(TRAINING) task: 9, epoch: 4/30, loss: 2.2675, acc: 0.4238
(TRAINING) task: 9, epoch: 4/30, loss: 2.2671, acc: 0.4310
(TRAINING) task: 9, epoch: 4/30, loss: 2.2667, acc: 0.4395
(TRAINING) task: 9, epoch: 4/30, loss: 2.2661, acc: 0.4437
(TRAINING) task: 9, epoch: 4/30, loss: 2.2650, acc: 0.4577
(TRAINING) task: 9, epoch: 4/30, loss: 2.2649, acc: 0.4632
(TRAINING) task: 9, epoch: 4/30, loss: 2.2645, acc: 0.4683
(TRAINING) task: 9, epoch: 4/30, loss: 2.2641, acc: 0.4709
(TRAINING) task: 9, epoch: 4/30, loss: 2.2637, acc: 0.4699
(TRAINING) task: 9, epoch: 4/30, loss: 2.2638, acc: 0.4727
(TRAINING) task: 9, epoch: 4/30, loss: 2.2631, acc: 0.4785
(TRAINING) task: 9, epoch: 4/30, loss: 2.2630, acc: 0.4781
(TRAINING) task: 9, epoch: 4/30, loss: 2.2628, acc: 0.4796
(TRAINING) task: 9, epoch: 4/30, loss: 2.2623, acc: 0.4852
(TRAINING) task: 9, epoch: 4/30, loss: 2.2620, acc: 0.4883
(TRAINING) task: 9, epoch: 4/30, loss: 2.2614, acc: 0.4963
(TRAINING) task: 9, epoch: 4/30, loss: 2.2607, acc: 0.5007
(TRAINING) task: 9, epoch: 4/30, loss: 2.2600, acc: 0.5053
(TRAINING) task: 9, epoch: 4/30, loss: 2.2596, acc: 0.5099
(TESTING) task: 9, epoch: 4/30, loss: 2.2417, acc: 0.7500
(TESTING) task: 9, epoch: 4/30, loss: 2.2448, acc: 0.7188
(TESTING) task: 9, epoch: 4/30, loss: 2.2415, acc: 0.7083
(TESTING) task: 9, epoch: 4/30, loss: 2.2474, acc: 0.6406
(TESTING) task: 9, epoch: 4/30, loss: 2.2521, acc: 0.5875
(TESTING) task: 9, epoch: 4/30, loss: 2.2549, acc: 0.5625
(TESTING) task: 9, epoch: 4/30, loss: 2.2536, acc: 0.5804
(TESTING) task: 9, epoch: 4/30, loss: 2.2538, acc: 0.5781
(TESTING) task: 9, epoch: 4/30, loss: 2.2547, acc: 0.5903
(TESTING) task: 9, epoch: 4/30, loss: 2.2563, acc: 0.5750
(TESTING) task: 9, epoch: 4/30, loss: 2.2564, acc: 0.5682
(TESTING) task: 9, epoch: 4/30, loss: 2.2574, acc: 0.5677
(TESTING) task: 9, epoch: 4/30, loss: 2.2571, acc: 0.5673
(TESTING) task: 9, epoch: 4/30, loss: 2.2571, acc: 0.5625
(TESTING) task: 9, epoch: 4/30, loss: 2.2574, acc: 0.5625
(TESTING) task: 9, epoch: 4/30, loss: 2.2567, acc: 0.5625
(TESTING) task: 9, epoch: 4/30, loss: 2.2568, acc: 0.5551
(TESTING) task: 9, epoch: 4/30, loss: 2.2563, acc: 0.5486
(TESTING) task: 9, epoch: 4/30, loss: 2.2555, acc: 0.5559
(TESTING) task: 9, epoch: 4/30, loss: 2.2550, acc: 0.5594
(TESTING) task: 9, epoch: 4/30, loss: 2.2543, acc: 0.5536
(TESTING) task: 9, epoch: 4/30, loss: 2.2547, acc: 0.5597
(TESTING) task: 9, epoch: 4/30, loss: 2.2547, acc: 0.5598
(TESTING) task: 9, epoch: 4/30, loss: 2.2546, acc: 0.5599
(TESTING) task: 9, epoch: 4/30, loss: 2.2544, acc: 0.5625
(TESTING) task: 9, epoch: 4/30, loss: 2.2551, acc: 0.5553
(TESTING) task: 9, epoch: 4/30, loss: 2.2548, acc: 0.5556
(TESTING) task: 9, epoch: 4/30, loss: 2.2543, acc: 0.5580
(TESTING) task: 9, epoch: 4/30, loss: 2.2549, acc: 0.5560
(TESTING) task: 9, epoch: 4/30, loss: 2.2551, acc: 0.5563
(TESTING) task: 9, epoch: 4/30, loss: 2.2546, acc: 0.5565
(TESTING) task: 9, epoch: 4/30, loss: 2.2545, acc: 0.5586
(TESTING) task: 9, epoch: 4/30, loss: 2.2543, acc: 0.5606
(TESTING) task: 9, epoch: 4/30, loss: 2.2541, acc: 0.5588
(TESTING) task: 9, epoch: 4/30, loss: 2.2533, acc: 0.5589
(TESTING) task: 9, epoch: 4/30, loss: 2.2535, acc: 0.5556
(TESTING) task: 9, epoch: 4/30, loss: 2.2532, acc: 0.5574
(TESTING) task: 9, epoch: 4/30, loss: 2.2533, acc: 0.5592
(TESTING) task: 9, epoch: 4/30, loss: 2.2535, acc: 0.5593
(TESTING) task: 9, epoch: 4/30, loss: 2.2536, acc: 0.5594
(TESTING) task: 9, epoch: 4/30, loss: 2.2537, acc: 0.5640
(TESTING) task: 9, epoch: 4/30, loss: 2.2535, acc: 0.5655
(TESTING) task: 9, epoch: 4/30, loss: 2.2535, acc: 0.5625
(TESTING) task: 9, epoch: 4/30, loss: 2.2532, acc: 0.5639
(TESTING) task: 9, epoch: 4/30, loss: 2.2532, acc: 0.5681
(TESTING) task: 9, epoch: 4/30, loss: 2.2533, acc: 0.5652
(TESTING) task: 9, epoch: 4/30, loss: 2.2530, acc: 0.5652
(TESTING) task: 9, epoch: 4/30, loss: 2.2532, acc: 0.5625
(TESTING) task: 9, epoch: 4/30, loss: 2.2531, acc: 0.5612
(TESTING) task: 9, epoch: 4/30, loss: 2.2530, acc: 0.5625
(TESTING) task: 9, epoch: 4/30, loss: 2.2531, acc: 0.5613
(TESTING) task: 9, epoch: 4/30, loss: 2.2533, acc: 0.5625
(TESTING) task: 9, epoch: 4/30, loss: 2.2536, acc: 0.5601
(TESTING) task: 9, epoch: 4/30, loss: 2.2539, acc: 0.5579
(TESTING) task: 9, epoch: 4/30, loss: 2.2536, acc: 0.5580
(TESTING) task: 9, epoch: 4/30, loss: 2.2537, acc: 0.5547
(TESTING) task: 9, epoch: 4/30, loss: 2.2538, acc: 0.5559
(TESTING) task: 9, epoch: 4/30, loss: 2.2539, acc: 0.5571
(TESTING) task: 9, epoch: 4/30, loss: 2.2539, acc: 0.5583
(TESTING) task: 9, epoch: 4/30, loss: 2.2540, acc: 0.5625
(TESTING) task: 9, epoch: 4/30, loss: 2.2539, acc: 0.5635
(TESTING) task: 9, epoch: 4/30, loss: 2.2539, acc: 0.5645
(TESTING) task: 9, epoch: 4/30, loss: 2.2538, acc: 0.5635
(TRAINING) task: 9, epoch: 5/30, loss: 2.2521, acc: 0.5898
(TRAINING) task: 9, epoch: 5/30, loss: 2.2517, acc: 0.6016
(TRAINING) task: 9, epoch: 5/30, loss: 2.2521, acc: 0.6016
(TRAINING) task: 9, epoch: 5/30, loss: 2.2503, acc: 0.6182
(TRAINING) task: 9, epoch: 5/30, loss: 2.2502, acc: 0.6172
(TRAINING) task: 9, epoch: 5/30, loss: 2.2488, acc: 0.6243
(TRAINING) task: 9, epoch: 5/30, loss: 2.2479, acc: 0.6228
(TRAINING) task: 9, epoch: 5/30, loss: 2.2473, acc: 0.6250
(TRAINING) task: 9, epoch: 5/30, loss: 2.2471, acc: 0.6224
(TRAINING) task: 9, epoch: 5/30, loss: 2.2467, acc: 0.6289
(TRAINING) task: 9, epoch: 5/30, loss: 2.2466, acc: 0.6286
(TRAINING) task: 9, epoch: 5/30, loss: 2.2461, acc: 0.6325
(TRAINING) task: 9, epoch: 5/30, loss: 2.2455, acc: 0.6331
(TRAINING) task: 9, epoch: 5/30, loss: 2.2455, acc: 0.6359
(TRAINING) task: 9, epoch: 5/30, loss: 2.2451, acc: 0.6378
(TRAINING) task: 9, epoch: 5/30, loss: 2.2449, acc: 0.6367
(TRAINING) task: 9, epoch: 5/30, loss: 2.2444, acc: 0.6376
(TRAINING) task: 9, epoch: 5/30, loss: 2.2439, acc: 0.6415
(TRAINING) task: 9, epoch: 5/30, loss: 2.2430, acc: 0.6458
(TRAINING) task: 9, epoch: 5/30, loss: 2.2427, acc: 0.6466
(TESTING) task: 9, epoch: 5/30, loss: 2.2606, acc: 0.6875
(TESTING) task: 9, epoch: 5/30, loss: 2.2487, acc: 0.6875
(TESTING) task: 9, epoch: 5/30, loss: 2.2508, acc: 0.6250
(TESTING) task: 9, epoch: 5/30, loss: 2.2500, acc: 0.6562
(TESTING) task: 9, epoch: 5/30, loss: 2.2497, acc: 0.6625
(TESTING) task: 9, epoch: 5/30, loss: 2.2488, acc: 0.6354
(TESTING) task: 9, epoch: 5/30, loss: 2.2475, acc: 0.6339
(TESTING) task: 9, epoch: 5/30, loss: 2.2465, acc: 0.6406
(TESTING) task: 9, epoch: 5/30, loss: 2.2457, acc: 0.6458
(TESTING) task: 9, epoch: 5/30, loss: 2.2438, acc: 0.6562
(TESTING) task: 9, epoch: 5/30, loss: 2.2416, acc: 0.6591
(TESTING) task: 9, epoch: 5/30, loss: 2.2417, acc: 0.6562
(TESTING) task: 9, epoch: 5/30, loss: 2.2407, acc: 0.6538
(TESTING) task: 9, epoch: 5/30, loss: 2.2393, acc: 0.6652
(TESTING) task: 9, epoch: 5/30, loss: 2.2405, acc: 0.6625
(TESTING) task: 9, epoch: 5/30, loss: 2.2403, acc: 0.6680
(TESTING) task: 9, epoch: 5/30, loss: 2.2394, acc: 0.6691
(TESTING) task: 9, epoch: 5/30, loss: 2.2386, acc: 0.6806
(TESTING) task: 9, epoch: 5/30, loss: 2.2384, acc: 0.6776
(TESTING) task: 9, epoch: 5/30, loss: 2.2393, acc: 0.6813
(TESTING) task: 9, epoch: 5/30, loss: 2.2381, acc: 0.6875
(TESTING) task: 9, epoch: 5/30, loss: 2.2381, acc: 0.6847
(TESTING) task: 9, epoch: 5/30, loss: 2.2382, acc: 0.6793
(TESTING) task: 9, epoch: 5/30, loss: 2.2378, acc: 0.6771
(TESTING) task: 9, epoch: 5/30, loss: 2.2368, acc: 0.6825
(TESTING) task: 9, epoch: 5/30, loss: 2.2365, acc: 0.6803
(TESTING) task: 9, epoch: 5/30, loss: 2.2366, acc: 0.6852
(TESTING) task: 9, epoch: 5/30, loss: 2.2368, acc: 0.6808
(TESTING) task: 9, epoch: 5/30, loss: 2.2376, acc: 0.6767
(TESTING) task: 9, epoch: 5/30, loss: 2.2376, acc: 0.6750
(TESTING) task: 9, epoch: 5/30, loss: 2.2379, acc: 0.6714
(TESTING) task: 9, epoch: 5/30, loss: 2.2379, acc: 0.6719
(TESTING) task: 9, epoch: 5/30, loss: 2.2376, acc: 0.6686
(TESTING) task: 9, epoch: 5/30, loss: 2.2378, acc: 0.6691
(TESTING) task: 9, epoch: 5/30, loss: 2.2379, acc: 0.6679
(TESTING) task: 9, epoch: 5/30, loss: 2.2376, acc: 0.6701
(TESTING) task: 9, epoch: 5/30, loss: 2.2380, acc: 0.6655
(TESTING) task: 9, epoch: 5/30, loss: 2.2382, acc: 0.6661
(TESTING) task: 9, epoch: 5/30, loss: 2.2376, acc: 0.6683
(TESTING) task: 9, epoch: 5/30, loss: 2.2378, acc: 0.6656
(TESTING) task: 9, epoch: 5/30, loss: 2.2381, acc: 0.6662
(TESTING) task: 9, epoch: 5/30, loss: 2.2382, acc: 0.6622
(TESTING) task: 9, epoch: 5/30, loss: 2.2378, acc: 0.6613
(TESTING) task: 9, epoch: 5/30, loss: 2.2372, acc: 0.6605
(TESTING) task: 9, epoch: 5/30, loss: 2.2371, acc: 0.6597
(TESTING) task: 9, epoch: 5/30, loss: 2.2367, acc: 0.6603
(TESTING) task: 9, epoch: 5/30, loss: 2.2369, acc: 0.6622
(TESTING) task: 9, epoch: 5/30, loss: 2.2367, acc: 0.6615
(TESTING) task: 9, epoch: 5/30, loss: 2.2358, acc: 0.6671
(TESTING) task: 9, epoch: 5/30, loss: 2.2358, acc: 0.6675
(TESTING) task: 9, epoch: 5/30, loss: 2.2353, acc: 0.6679
(TESTING) task: 9, epoch: 5/30, loss: 2.2351, acc: 0.6707
(TESTING) task: 9, epoch: 5/30, loss: 2.2355, acc: 0.6686
(TESTING) task: 9, epoch: 5/30, loss: 2.2357, acc: 0.6632
(TESTING) task: 9, epoch: 5/30, loss: 2.2360, acc: 0.6614
(TESTING) task: 9, epoch: 5/30, loss: 2.2359, acc: 0.6629
(TESTING) task: 9, epoch: 5/30, loss: 2.2361, acc: 0.6612
(TESTING) task: 9, epoch: 5/30, loss: 2.2356, acc: 0.6638
(TESTING) task: 9, epoch: 5/30, loss: 2.2356, acc: 0.6631
(TESTING) task: 9, epoch: 5/30, loss: 2.2357, acc: 0.6615
(TESTING) task: 9, epoch: 5/30, loss: 2.2355, acc: 0.6619
(TESTING) task: 9, epoch: 5/30, loss: 2.2355, acc: 0.6623
(TESTING) task: 9, epoch: 5/30, loss: 2.2359, acc: 0.6597
(TRAINING) task: 9, epoch: 6/30, loss: 2.2267, acc: 0.7539
(TRAINING) task: 9, epoch: 6/30, loss: 2.2305, acc: 0.7012
(TRAINING) task: 9, epoch: 6/30, loss: 2.2312, acc: 0.6992
(TRAINING) task: 9, epoch: 6/30, loss: 2.2294, acc: 0.7139
(TRAINING) task: 9, epoch: 6/30, loss: 2.2298, acc: 0.7086
(TRAINING) task: 9, epoch: 6/30, loss: 2.2295, acc: 0.7129
(TRAINING) task: 9, epoch: 6/30, loss: 2.2294, acc: 0.7137
(TRAINING) task: 9, epoch: 6/30, loss: 2.2295, acc: 0.7153
(TRAINING) task: 9, epoch: 6/30, loss: 2.2288, acc: 0.7170
(TRAINING) task: 9, epoch: 6/30, loss: 2.2286, acc: 0.7145
(TRAINING) task: 9, epoch: 6/30, loss: 2.2275, acc: 0.7216
(TRAINING) task: 9, epoch: 6/30, loss: 2.2266, acc: 0.7246
(TRAINING) task: 9, epoch: 6/30, loss: 2.2258, acc: 0.7305
(TRAINING) task: 9, epoch: 6/30, loss: 2.2256, acc: 0.7310
(TRAINING) task: 9, epoch: 6/30, loss: 2.2247, acc: 0.7336
(TRAINING) task: 9, epoch: 6/30, loss: 2.2243, acc: 0.7346
(TRAINING) task: 9, epoch: 6/30, loss: 2.2238, acc: 0.7367
(TRAINING) task: 9, epoch: 6/30, loss: 2.2236, acc: 0.7370
(TRAINING) task: 9, epoch: 6/30, loss: 2.2233, acc: 0.7383
(TRAINING) task: 9, epoch: 6/30, loss: 2.2226, acc: 0.7414
(TESTING) task: 9, epoch: 6/30, loss: 2.2073, acc: 0.7500
(TESTING) task: 9, epoch: 6/30, loss: 2.2035, acc: 0.7812
(TESTING) task: 9, epoch: 6/30, loss: 2.2065, acc: 0.8333
(TESTING) task: 9, epoch: 6/30, loss: 2.2019, acc: 0.8281
(TESTING) task: 9, epoch: 6/30, loss: 2.2054, acc: 0.8500
(TESTING) task: 9, epoch: 6/30, loss: 2.2046, acc: 0.8438
(TESTING) task: 9, epoch: 6/30, loss: 2.2021, acc: 0.8214
(TESTING) task: 9, epoch: 6/30, loss: 2.2081, acc: 0.7891
(TESTING) task: 9, epoch: 6/30, loss: 2.2091, acc: 0.7708
(TESTING) task: 9, epoch: 6/30, loss: 2.2084, acc: 0.7750
(TESTING) task: 9, epoch: 6/30, loss: 2.2100, acc: 0.7614
(TESTING) task: 9, epoch: 6/30, loss: 2.2108, acc: 0.7448
(TESTING) task: 9, epoch: 6/30, loss: 2.2083, acc: 0.7548
(TESTING) task: 9, epoch: 6/30, loss: 2.2094, acc: 0.7321
(TESTING) task: 9, epoch: 6/30, loss: 2.2099, acc: 0.7333
(TESTING) task: 9, epoch: 6/30, loss: 2.2092, acc: 0.7383
(TESTING) task: 9, epoch: 6/30, loss: 2.2106, acc: 0.7243
(TESTING) task: 9, epoch: 6/30, loss: 2.2115, acc: 0.7257
(TESTING) task: 9, epoch: 6/30, loss: 2.2121, acc: 0.7237
(TESTING) task: 9, epoch: 6/30, loss: 2.2123, acc: 0.7219
(TESTING) task: 9, epoch: 6/30, loss: 2.2123, acc: 0.7321
(TESTING) task: 9, epoch: 6/30, loss: 2.2109, acc: 0.7415
(TESTING) task: 9, epoch: 6/30, loss: 2.2102, acc: 0.7418
(TESTING) task: 9, epoch: 6/30, loss: 2.2117, acc: 0.7370
(TESTING) task: 9, epoch: 6/30, loss: 2.2127, acc: 0.7350
(TESTING) task: 9, epoch: 6/30, loss: 2.2135, acc: 0.7308
(TESTING) task: 9, epoch: 6/30, loss: 2.2145, acc: 0.7315
(TESTING) task: 9, epoch: 6/30, loss: 2.2150, acc: 0.7277
(TESTING) task: 9, epoch: 6/30, loss: 2.2158, acc: 0.7284
(TESTING) task: 9, epoch: 6/30, loss: 2.2165, acc: 0.7271
(TESTING) task: 9, epoch: 6/30, loss: 2.2165, acc: 0.7319
(TESTING) task: 9, epoch: 6/30, loss: 2.2166, acc: 0.7344
(TESTING) task: 9, epoch: 6/30, loss: 2.2167, acc: 0.7292
(TESTING) task: 9, epoch: 6/30, loss: 2.2166, acc: 0.7316
(TESTING) task: 9, epoch: 6/30, loss: 2.2154, acc: 0.7339
(TESTING) task: 9, epoch: 6/30, loss: 2.2154, acc: 0.7292
(TESTING) task: 9, epoch: 6/30, loss: 2.2152, acc: 0.7280
(TESTING) task: 9, epoch: 6/30, loss: 2.2142, acc: 0.7336
(TESTING) task: 9, epoch: 6/30, loss: 2.2137, acc: 0.7356
(TESTING) task: 9, epoch: 6/30, loss: 2.2138, acc: 0.7344
(TESTING) task: 9, epoch: 6/30, loss: 2.2134, acc: 0.7348
(TESTING) task: 9, epoch: 6/30, loss: 2.2136, acc: 0.7351
(TESTING) task: 9, epoch: 6/30, loss: 2.2137, acc: 0.7384
(TESTING) task: 9, epoch: 6/30, loss: 2.2137, acc: 0.7386
(TESTING) task: 9, epoch: 6/30, loss: 2.2137, acc: 0.7375
(TESTING) task: 9, epoch: 6/30, loss: 2.2138, acc: 0.7378
(TESTING) task: 9, epoch: 6/30, loss: 2.2137, acc: 0.7394
(TESTING) task: 9, epoch: 6/30, loss: 2.2141, acc: 0.7396
(TESTING) task: 9, epoch: 6/30, loss: 2.2137, acc: 0.7436
(TESTING) task: 9, epoch: 6/30, loss: 2.2137, acc: 0.7438
(TESTING) task: 9, epoch: 6/30, loss: 2.2143, acc: 0.7426
(TESTING) task: 9, epoch: 6/30, loss: 2.2148, acc: 0.7404
(TESTING) task: 9, epoch: 6/30, loss: 2.2144, acc: 0.7429
(TESTING) task: 9, epoch: 6/30, loss: 2.2145, acc: 0.7396
(TESTING) task: 9, epoch: 6/30, loss: 2.2146, acc: 0.7398
(TESTING) task: 9, epoch: 6/30, loss: 2.2148, acc: 0.7400
(TESTING) task: 9, epoch: 6/30, loss: 2.2143, acc: 0.7401
(TESTING) task: 9, epoch: 6/30, loss: 2.2144, acc: 0.7371
(TESTING) task: 9, epoch: 6/30, loss: 2.2148, acc: 0.7362
(TESTING) task: 9, epoch: 6/30, loss: 2.2145, acc: 0.7365
(TESTING) task: 9, epoch: 6/30, loss: 2.2141, acc: 0.7377
(TESTING) task: 9, epoch: 6/30, loss: 2.2144, acc: 0.7359
(TESTING) task: 9, epoch: 6/30, loss: 2.2149, acc: 0.7321
(TRAINING) task: 9, epoch: 7/30, loss: 2.2097, acc: 0.7812
(TRAINING) task: 9, epoch: 7/30, loss: 2.2125, acc: 0.7910
(TRAINING) task: 9, epoch: 7/30, loss: 2.2119, acc: 0.7943
(TRAINING) task: 9, epoch: 7/30, loss: 2.2112, acc: 0.7900
(TRAINING) task: 9, epoch: 7/30, loss: 2.2108, acc: 0.7797
(TRAINING) task: 9, epoch: 7/30, loss: 2.2109, acc: 0.7747
(TRAINING) task: 9, epoch: 7/30, loss: 2.2085, acc: 0.7801
(TRAINING) task: 9, epoch: 7/30, loss: 2.2076, acc: 0.7817
(TRAINING) task: 9, epoch: 7/30, loss: 2.2070, acc: 0.7795
(TRAINING) task: 9, epoch: 7/30, loss: 2.2059, acc: 0.7832
(TRAINING) task: 9, epoch: 7/30, loss: 2.2051, acc: 0.7837
(TRAINING) task: 9, epoch: 7/30, loss: 2.2051, acc: 0.7832
(TRAINING) task: 9, epoch: 7/30, loss: 2.2045, acc: 0.7846
(TRAINING) task: 9, epoch: 7/30, loss: 2.2042, acc: 0.7824
(TRAINING) task: 9, epoch: 7/30, loss: 2.2035, acc: 0.7846
(TRAINING) task: 9, epoch: 7/30, loss: 2.2034, acc: 0.7856
(TRAINING) task: 9, epoch: 7/30, loss: 2.2027, acc: 0.7856
(TRAINING) task: 9, epoch: 7/30, loss: 2.2018, acc: 0.7878
(TRAINING) task: 9, epoch: 7/30, loss: 2.2010, acc: 0.7884
(TRAINING) task: 9, epoch: 7/30, loss: 2.2001, acc: 0.7924
(TESTING) task: 9, epoch: 7/30, loss: 2.2013, acc: 0.6875
(TESTING) task: 9, epoch: 7/30, loss: 2.1991, acc: 0.6875
(TESTING) task: 9, epoch: 7/30, loss: 2.2117, acc: 0.7083
(TESTING) task: 9, epoch: 7/30, loss: 2.2085, acc: 0.6719
(TESTING) task: 9, epoch: 7/30, loss: 2.2005, acc: 0.6875
(TESTING) task: 9, epoch: 7/30, loss: 2.1994, acc: 0.7188
(TESTING) task: 9, epoch: 7/30, loss: 2.2008, acc: 0.7232
(TESTING) task: 9, epoch: 7/30, loss: 2.1966, acc: 0.7578
(TESTING) task: 9, epoch: 7/30, loss: 2.1947, acc: 0.7708
(TESTING) task: 9, epoch: 7/30, loss: 2.1911, acc: 0.7875
(TESTING) task: 9, epoch: 7/30, loss: 2.1923, acc: 0.7784
(TESTING) task: 9, epoch: 7/30, loss: 2.1881, acc: 0.7812
(TESTING) task: 9, epoch: 7/30, loss: 2.1892, acc: 0.7788
(TESTING) task: 9, epoch: 7/30, loss: 2.1922, acc: 0.7768
(TESTING) task: 9, epoch: 7/30, loss: 2.1882, acc: 0.7875
(TESTING) task: 9, epoch: 7/30, loss: 2.1880, acc: 0.7891
(TESTING) task: 9, epoch: 7/30, loss: 2.1887, acc: 0.7868
(TESTING) task: 9, epoch: 7/30, loss: 2.1892, acc: 0.7917
(TESTING) task: 9, epoch: 7/30, loss: 2.1849, acc: 0.7993
(TESTING) task: 9, epoch: 7/30, loss: 2.1842, acc: 0.8000
(TESTING) task: 9, epoch: 7/30, loss: 2.1850, acc: 0.7976
(TESTING) task: 9, epoch: 7/30, loss: 2.1850, acc: 0.7955
(TESTING) task: 9, epoch: 7/30, loss: 2.1860, acc: 0.7853
(TESTING) task: 9, epoch: 7/30, loss: 2.1871, acc: 0.7891
(TESTING) task: 9, epoch: 7/30, loss: 2.1885, acc: 0.7875
(TESTING) task: 9, epoch: 7/30, loss: 2.1888, acc: 0.7861
(TESTING) task: 9, epoch: 7/30, loss: 2.1894, acc: 0.7847
(TESTING) task: 9, epoch: 7/30, loss: 2.1896, acc: 0.7857
(TESTING) task: 9, epoch: 7/30, loss: 2.1898, acc: 0.7866
(TESTING) task: 9, epoch: 7/30, loss: 2.1909, acc: 0.7833
(TESTING) task: 9, epoch: 7/30, loss: 2.1910, acc: 0.7883
(TESTING) task: 9, epoch: 7/30, loss: 2.1900, acc: 0.7910
(TESTING) task: 9, epoch: 7/30, loss: 2.1901, acc: 0.7879
(TESTING) task: 9, epoch: 7/30, loss: 2.1905, acc: 0.7886
(TESTING) task: 9, epoch: 7/30, loss: 2.1899, acc: 0.7929
(TESTING) task: 9, epoch: 7/30, loss: 2.1906, acc: 0.7865
(TESTING) task: 9, epoch: 7/30, loss: 2.1901, acc: 0.7838
(TESTING) task: 9, epoch: 7/30, loss: 2.1909, acc: 0.7812
(TESTING) task: 9, epoch: 7/30, loss: 2.1904, acc: 0.7804
(TESTING) task: 9, epoch: 7/30, loss: 2.1891, acc: 0.7828
(TESTING) task: 9, epoch: 7/30, loss: 2.1896, acc: 0.7805
(TESTING) task: 9, epoch: 7/30, loss: 2.1898, acc: 0.7798
(TESTING) task: 9, epoch: 7/30, loss: 2.1895, acc: 0.7791
(TESTING) task: 9, epoch: 7/30, loss: 2.1900, acc: 0.7756
(TESTING) task: 9, epoch: 7/30, loss: 2.1906, acc: 0.7764
(TESTING) task: 9, epoch: 7/30, loss: 2.1904, acc: 0.7758
(TESTING) task: 9, epoch: 7/30, loss: 2.1913, acc: 0.7753
(TESTING) task: 9, epoch: 7/30, loss: 2.1911, acc: 0.7747
(TESTING) task: 9, epoch: 7/30, loss: 2.1918, acc: 0.7717
(TESTING) task: 9, epoch: 7/30, loss: 2.1916, acc: 0.7725
(TESTING) task: 9, epoch: 7/30, loss: 2.1921, acc: 0.7733
(TESTING) task: 9, epoch: 7/30, loss: 2.1921, acc: 0.7716
(TESTING) task: 9, epoch: 7/30, loss: 2.1920, acc: 0.7748
(TESTING) task: 9, epoch: 7/30, loss: 2.1922, acc: 0.7743
(TESTING) task: 9, epoch: 7/30, loss: 2.1922, acc: 0.7750
(TESTING) task: 9, epoch: 7/30, loss: 2.1921, acc: 0.7768
(TESTING) task: 9, epoch: 7/30, loss: 2.1912, acc: 0.7785
(TESTING) task: 9, epoch: 7/30, loss: 2.1912, acc: 0.7791
(TESTING) task: 9, epoch: 7/30, loss: 2.1908, acc: 0.7807
(TESTING) task: 9, epoch: 7/30, loss: 2.1915, acc: 0.7781
(TESTING) task: 9, epoch: 7/30, loss: 2.1911, acc: 0.7797
(TESTING) task: 9, epoch: 7/30, loss: 2.1911, acc: 0.7812
(TESTING) task: 9, epoch: 7/30, loss: 2.1910, acc: 0.7827
(TRAINING) task: 9, epoch: 8/30, loss: 2.1858, acc: 0.8320
(TRAINING) task: 9, epoch: 8/30, loss: 2.1843, acc: 0.8320
(TRAINING) task: 9, epoch: 8/30, loss: 2.1821, acc: 0.8346
(TRAINING) task: 9, epoch: 8/30, loss: 2.1849, acc: 0.8291
(TRAINING) task: 9, epoch: 8/30, loss: 2.1856, acc: 0.8242
(TRAINING) task: 9, epoch: 8/30, loss: 2.1857, acc: 0.8184
(TRAINING) task: 9, epoch: 8/30, loss: 2.1854, acc: 0.8225
(TRAINING) task: 9, epoch: 8/30, loss: 2.1841, acc: 0.8232
(TRAINING) task: 9, epoch: 8/30, loss: 2.1830, acc: 0.8251
(TRAINING) task: 9, epoch: 8/30, loss: 2.1820, acc: 0.8234
(TRAINING) task: 9, epoch: 8/30, loss: 2.1806, acc: 0.8246
(TRAINING) task: 9, epoch: 8/30, loss: 2.1798, acc: 0.8210
(TRAINING) task: 9, epoch: 8/30, loss: 2.1796, acc: 0.8221
(TRAINING) task: 9, epoch: 8/30, loss: 2.1792, acc: 0.8195
(TRAINING) task: 9, epoch: 8/30, loss: 2.1785, acc: 0.8214
(TRAINING) task: 9, epoch: 8/30, loss: 2.1783, acc: 0.8213
(TRAINING) task: 9, epoch: 8/30, loss: 2.1778, acc: 0.8233
(TRAINING) task: 9, epoch: 8/30, loss: 2.1773, acc: 0.8220
(TRAINING) task: 9, epoch: 8/30, loss: 2.1764, acc: 0.8213
(TRAINING) task: 9, epoch: 8/30, loss: 2.1754, acc: 0.8233
(TESTING) task: 9, epoch: 8/30, loss: 2.1768, acc: 0.7500
(TESTING) task: 9, epoch: 8/30, loss: 2.1617, acc: 0.8438
(TESTING) task: 9, epoch: 8/30, loss: 2.1707, acc: 0.7708
(TESTING) task: 9, epoch: 8/30, loss: 2.1727, acc: 0.7500
(TESTING) task: 9, epoch: 8/30, loss: 2.1663, acc: 0.7875
(TESTING) task: 9, epoch: 8/30, loss: 2.1637, acc: 0.7917
(TESTING) task: 9, epoch: 8/30, loss: 2.1592, acc: 0.8125
(TESTING) task: 9, epoch: 8/30, loss: 2.1615, acc: 0.8125
(TESTING) task: 9, epoch: 8/30, loss: 2.1644, acc: 0.7847
(TESTING) task: 9, epoch: 8/30, loss: 2.1673, acc: 0.7688
(TESTING) task: 9, epoch: 8/30, loss: 2.1660, acc: 0.7614
(TESTING) task: 9, epoch: 8/30, loss: 2.1637, acc: 0.7656
(TESTING) task: 9, epoch: 8/30, loss: 2.1625, acc: 0.7692
(TESTING) task: 9, epoch: 8/30, loss: 2.1618, acc: 0.7812
(TESTING) task: 9, epoch: 8/30, loss: 2.1622, acc: 0.7792
(TESTING) task: 9, epoch: 8/30, loss: 2.1636, acc: 0.7891
(TESTING) task: 9, epoch: 8/30, loss: 2.1631, acc: 0.7904
(TESTING) task: 9, epoch: 8/30, loss: 2.1634, acc: 0.7986
(TESTING) task: 9, epoch: 8/30, loss: 2.1617, acc: 0.7993
(TESTING) task: 9, epoch: 8/30, loss: 2.1628, acc: 0.7937
(TESTING) task: 9, epoch: 8/30, loss: 2.1631, acc: 0.7976
(TESTING) task: 9, epoch: 8/30, loss: 2.1637, acc: 0.8011
(TESTING) task: 9, epoch: 8/30, loss: 2.1613, acc: 0.8071
(TESTING) task: 9, epoch: 8/30, loss: 2.1625, acc: 0.8125
(TESTING) task: 9, epoch: 8/30, loss: 2.1645, acc: 0.8125
(TESTING) task: 9, epoch: 8/30, loss: 2.1638, acc: 0.8077
(TESTING) task: 9, epoch: 8/30, loss: 2.1632, acc: 0.8009
(TESTING) task: 9, epoch: 8/30, loss: 2.1644, acc: 0.7969
(TESTING) task: 9, epoch: 8/30, loss: 2.1652, acc: 0.8039
(TESTING) task: 9, epoch: 8/30, loss: 2.1656, acc: 0.7979
(TESTING) task: 9, epoch: 8/30, loss: 2.1658, acc: 0.7964
(TESTING) task: 9, epoch: 8/30, loss: 2.1667, acc: 0.7949
(TESTING) task: 9, epoch: 8/30, loss: 2.1654, acc: 0.7973
(TESTING) task: 9, epoch: 8/30, loss: 2.1644, acc: 0.8015
(TESTING) task: 9, epoch: 8/30, loss: 2.1638, acc: 0.8054
(TESTING) task: 9, epoch: 8/30, loss: 2.1647, acc: 0.8073
(TESTING) task: 9, epoch: 8/30, loss: 2.1640, acc: 0.8074
(TESTING) task: 9, epoch: 8/30, loss: 2.1644, acc: 0.8043
(TESTING) task: 9, epoch: 8/30, loss: 2.1636, acc: 0.8077
(TESTING) task: 9, epoch: 8/30, loss: 2.1635, acc: 0.8078
(TESTING) task: 9, epoch: 8/30, loss: 2.1632, acc: 0.8079
(TESTING) task: 9, epoch: 8/30, loss: 2.1640, acc: 0.8065
(TESTING) task: 9, epoch: 8/30, loss: 2.1635, acc: 0.8023
(TESTING) task: 9, epoch: 8/30, loss: 2.1643, acc: 0.8011
(TESTING) task: 9, epoch: 8/30, loss: 2.1648, acc: 0.8000
(TESTING) task: 9, epoch: 8/30, loss: 2.1657, acc: 0.7976
(TESTING) task: 9, epoch: 8/30, loss: 2.1665, acc: 0.7965
(TESTING) task: 9, epoch: 8/30, loss: 2.1660, acc: 0.7969
(TESTING) task: 9, epoch: 8/30, loss: 2.1665, acc: 0.7959
(TESTING) task: 9, epoch: 8/30, loss: 2.1659, acc: 0.7963
(TESTING) task: 9, epoch: 8/30, loss: 2.1653, acc: 0.7966
(TESTING) task: 9, epoch: 8/30, loss: 2.1663, acc: 0.7933
(TESTING) task: 9, epoch: 8/30, loss: 2.1661, acc: 0.7948
(TESTING) task: 9, epoch: 8/30, loss: 2.1669, acc: 0.7905
(TESTING) task: 9, epoch: 8/30, loss: 2.1665, acc: 0.7909
(TESTING) task: 9, epoch: 8/30, loss: 2.1662, acc: 0.7913
(TESTING) task: 9, epoch: 8/30, loss: 2.1660, acc: 0.7928
(TESTING) task: 9, epoch: 8/30, loss: 2.1659, acc: 0.7942
(TESTING) task: 9, epoch: 8/30, loss: 2.1659, acc: 0.7977
(TESTING) task: 9, epoch: 8/30, loss: 2.1657, acc: 0.7958
(TESTING) task: 9, epoch: 8/30, loss: 2.1660, acc: 0.7951
(TESTING) task: 9, epoch: 8/30, loss: 2.1659, acc: 0.7974
(TESTING) task: 9, epoch: 8/30, loss: 2.1665, acc: 0.7927
(TRAINING) task: 9, epoch: 9/30, loss: 2.1678, acc: 0.8203
(TRAINING) task: 9, epoch: 9/30, loss: 2.1645, acc: 0.8164
(TRAINING) task: 9, epoch: 9/30, loss: 2.1629, acc: 0.8268
(TRAINING) task: 9, epoch: 9/30, loss: 2.1614, acc: 0.8291
(TRAINING) task: 9, epoch: 9/30, loss: 2.1618, acc: 0.8328
(TRAINING) task: 9, epoch: 9/30, loss: 2.1598, acc: 0.8340
(TRAINING) task: 9, epoch: 9/30, loss: 2.1569, acc: 0.8365
(TRAINING) task: 9, epoch: 9/30, loss: 2.1568, acc: 0.8398
(TRAINING) task: 9, epoch: 9/30, loss: 2.1564, acc: 0.8372
(TRAINING) task: 9, epoch: 9/30, loss: 2.1554, acc: 0.8395
(TRAINING) task: 9, epoch: 9/30, loss: 2.1546, acc: 0.8427
(TRAINING) task: 9, epoch: 9/30, loss: 2.1545, acc: 0.8424
(TRAINING) task: 9, epoch: 9/30, loss: 2.1533, acc: 0.8431
(TRAINING) task: 9, epoch: 9/30, loss: 2.1527, acc: 0.8412
(TRAINING) task: 9, epoch: 9/30, loss: 2.1524, acc: 0.8401
(TRAINING) task: 9, epoch: 9/30, loss: 2.1522, acc: 0.8418
(TRAINING) task: 9, epoch: 9/30, loss: 2.1518, acc: 0.8396
(TRAINING) task: 9, epoch: 9/30, loss: 2.1512, acc: 0.8388
(TRAINING) task: 9, epoch: 9/30, loss: 2.1505, acc: 0.8380
(TRAINING) task: 9, epoch: 9/30, loss: 2.1499, acc: 0.8376
(TESTING) task: 9, epoch: 9/30, loss: 2.1229, acc: 0.8125
(TESTING) task: 9, epoch: 9/30, loss: 2.1065, acc: 0.8438
(TESTING) task: 9, epoch: 9/30, loss: 2.1240, acc: 0.8333
(TESTING) task: 9, epoch: 9/30, loss: 2.1274, acc: 0.8438
(TESTING) task: 9, epoch: 9/30, loss: 2.1295, acc: 0.8375
(TESTING) task: 9, epoch: 9/30, loss: 2.1430, acc: 0.7708
(TESTING) task: 9, epoch: 9/30, loss: 2.1395, acc: 0.7946
(TESTING) task: 9, epoch: 9/30, loss: 2.1359, acc: 0.8125
(TESTING) task: 9, epoch: 9/30, loss: 2.1367, acc: 0.7986
(TESTING) task: 9, epoch: 9/30, loss: 2.1372, acc: 0.8063
(TESTING) task: 9, epoch: 9/30, loss: 2.1375, acc: 0.8011
(TESTING) task: 9, epoch: 9/30, loss: 2.1355, acc: 0.8125
(TESTING) task: 9, epoch: 9/30, loss: 2.1376, acc: 0.8029
(TESTING) task: 9, epoch: 9/30, loss: 2.1340, acc: 0.8080
(TESTING) task: 9, epoch: 9/30, loss: 2.1329, acc: 0.8167
(TESTING) task: 9, epoch: 9/30, loss: 2.1336, acc: 0.8164
(TESTING) task: 9, epoch: 9/30, loss: 2.1333, acc: 0.8162
(TESTING) task: 9, epoch: 9/30, loss: 2.1328, acc: 0.8160
(TESTING) task: 9, epoch: 9/30, loss: 2.1319, acc: 0.8224
(TESTING) task: 9, epoch: 9/30, loss: 2.1301, acc: 0.8219
(TESTING) task: 9, epoch: 9/30, loss: 2.1293, acc: 0.8244
(TESTING) task: 9, epoch: 9/30, loss: 2.1301, acc: 0.8267
(TESTING) task: 9, epoch: 9/30, loss: 2.1283, acc: 0.8261
(TESTING) task: 9, epoch: 9/30, loss: 2.1283, acc: 0.8229
(TESTING) task: 9, epoch: 9/30, loss: 2.1279, acc: 0.8275
(TESTING) task: 9, epoch: 9/30, loss: 2.1281, acc: 0.8293
(TESTING) task: 9, epoch: 9/30, loss: 2.1301, acc: 0.8218
(TESTING) task: 9, epoch: 9/30, loss: 2.1311, acc: 0.8192
(TESTING) task: 9, epoch: 9/30, loss: 2.1328, acc: 0.8190
(TESTING) task: 9, epoch: 9/30, loss: 2.1333, acc: 0.8229
(TESTING) task: 9, epoch: 9/30, loss: 2.1334, acc: 0.8226
(TESTING) task: 9, epoch: 9/30, loss: 2.1344, acc: 0.8242
(TESTING) task: 9, epoch: 9/30, loss: 2.1355, acc: 0.8239
(TESTING) task: 9, epoch: 9/30, loss: 2.1349, acc: 0.8199
(TESTING) task: 9, epoch: 9/30, loss: 2.1353, acc: 0.8161
(TESTING) task: 9, epoch: 9/30, loss: 2.1364, acc: 0.8142
(TESTING) task: 9, epoch: 9/30, loss: 2.1360, acc: 0.8176
(TESTING) task: 9, epoch: 9/30, loss: 2.1373, acc: 0.8141
(TESTING) task: 9, epoch: 9/30, loss: 2.1370, acc: 0.8173
(TESTING) task: 9, epoch: 9/30, loss: 2.1379, acc: 0.8187
(TESTING) task: 9, epoch: 9/30, loss: 2.1391, acc: 0.8171
(TESTING) task: 9, epoch: 9/30, loss: 2.1404, acc: 0.8155
(TESTING) task: 9, epoch: 9/30, loss: 2.1393, acc: 0.8183
(TESTING) task: 9, epoch: 9/30, loss: 2.1378, acc: 0.8196
(TESTING) task: 9, epoch: 9/30, loss: 2.1367, acc: 0.8208
(TESTING) task: 9, epoch: 9/30, loss: 2.1368, acc: 0.8207
(TESTING) task: 9, epoch: 9/30, loss: 2.1368, acc: 0.8205
(TESTING) task: 9, epoch: 9/30, loss: 2.1377, acc: 0.8216
(TESTING) task: 9, epoch: 9/30, loss: 2.1389, acc: 0.8189
(TESTING) task: 9, epoch: 9/30, loss: 2.1399, acc: 0.8175
(TESTING) task: 9, epoch: 9/30, loss: 2.1405, acc: 0.8162
(TESTING) task: 9, epoch: 9/30, loss: 2.1396, acc: 0.8173
(TESTING) task: 9, epoch: 9/30, loss: 2.1391, acc: 0.8184
(TESTING) task: 9, epoch: 9/30, loss: 2.1396, acc: 0.8171
(TESTING) task: 9, epoch: 9/30, loss: 2.1401, acc: 0.8159
(TESTING) task: 9, epoch: 9/30, loss: 2.1401, acc: 0.8136
(TESTING) task: 9, epoch: 9/30, loss: 2.1399, acc: 0.8136
(TESTING) task: 9, epoch: 9/30, loss: 2.1407, acc: 0.8114
(TESTING) task: 9, epoch: 9/30, loss: 2.1406, acc: 0.8136
(TESTING) task: 9, epoch: 9/30, loss: 2.1397, acc: 0.8135
(TESTING) task: 9, epoch: 9/30, loss: 2.1406, acc: 0.8115
(TESTING) task: 9, epoch: 9/30, loss: 2.1402, acc: 0.8125
(TESTING) task: 9, epoch: 9/30, loss: 2.1397, acc: 0.8155
(TRAINING) task: 9, epoch: 10/30, loss: 2.1307, acc: 0.8398
(TRAINING) task: 9, epoch: 10/30, loss: 2.1312, acc: 0.8281
(TRAINING) task: 9, epoch: 10/30, loss: 2.1321, acc: 0.8372
(TRAINING) task: 9, epoch: 10/30, loss: 2.1310, acc: 0.8359
(TRAINING) task: 9, epoch: 10/30, loss: 2.1317, acc: 0.8375
(TRAINING) task: 9, epoch: 10/30, loss: 2.1305, acc: 0.8405
(TRAINING) task: 9, epoch: 10/30, loss: 2.1297, acc: 0.8493
(TRAINING) task: 9, epoch: 10/30, loss: 2.1290, acc: 0.8486
(TRAINING) task: 9, epoch: 10/30, loss: 2.1278, acc: 0.8516
(TRAINING) task: 9, epoch: 10/30, loss: 2.1276, acc: 0.8488
(TRAINING) task: 9, epoch: 10/30, loss: 2.1268, acc: 0.8477
(TRAINING) task: 9, epoch: 10/30, loss: 2.1262, acc: 0.8483
(TRAINING) task: 9, epoch: 10/30, loss: 2.1270, acc: 0.8456
(TRAINING) task: 9, epoch: 10/30, loss: 2.1264, acc: 0.8468
(TRAINING) task: 9, epoch: 10/30, loss: 2.1250, acc: 0.8474
(TRAINING) task: 9, epoch: 10/30, loss: 2.1234, acc: 0.8501
(TRAINING) task: 9, epoch: 10/30, loss: 2.1239, acc: 0.8500
(TRAINING) task: 9, epoch: 10/30, loss: 2.1235, acc: 0.8500
(TRAINING) task: 9, epoch: 10/30, loss: 2.1227, acc: 0.8509
(TRAINING) task: 9, epoch: 10/30, loss: 2.1216, acc: 0.8507
(TESTING) task: 9, epoch: 10/30, loss: 2.1299, acc: 0.7500
(TESTING) task: 9, epoch: 10/30, loss: 2.1240, acc: 0.7812
(TESTING) task: 9, epoch: 10/30, loss: 2.1254, acc: 0.7500
(TESTING) task: 9, epoch: 10/30, loss: 2.1349, acc: 0.7500
(TESTING) task: 9, epoch: 10/30, loss: 2.1216, acc: 0.7875
(TESTING) task: 9, epoch: 10/30, loss: 2.1117, acc: 0.7917
(TESTING) task: 9, epoch: 10/30, loss: 2.1067, acc: 0.8036
(TESTING) task: 9, epoch: 10/30, loss: 2.1113, acc: 0.7969
(TESTING) task: 9, epoch: 10/30, loss: 2.1126, acc: 0.8125
(TESTING) task: 9, epoch: 10/30, loss: 2.1099, acc: 0.8250
(TESTING) task: 9, epoch: 10/30, loss: 2.1049, acc: 0.8352
(TESTING) task: 9, epoch: 10/30, loss: 2.1027, acc: 0.8438
(TESTING) task: 9, epoch: 10/30, loss: 2.1025, acc: 0.8365
(TESTING) task: 9, epoch: 10/30, loss: 2.1059, acc: 0.8304
(TESTING) task: 9, epoch: 10/30, loss: 2.1067, acc: 0.8375
(TESTING) task: 9, epoch: 10/30, loss: 2.1074, acc: 0.8281
(TESTING) task: 9, epoch: 10/30, loss: 2.1078, acc: 0.8309
(TESTING) task: 9, epoch: 10/30, loss: 2.1057, acc: 0.8368
(TESTING) task: 9, epoch: 10/30, loss: 2.1042, acc: 0.8421
(TESTING) task: 9, epoch: 10/30, loss: 2.1038, acc: 0.8438
(TESTING) task: 9, epoch: 10/30, loss: 2.1058, acc: 0.8393
(TESTING) task: 9, epoch: 10/30, loss: 2.1051, acc: 0.8438
(TESTING) task: 9, epoch: 10/30, loss: 2.1056, acc: 0.8478
(TESTING) task: 9, epoch: 10/30, loss: 2.1073, acc: 0.8411
(TESTING) task: 9, epoch: 10/30, loss: 2.1114, acc: 0.8350
(TESTING) task: 9, epoch: 10/30, loss: 2.1101, acc: 0.8413
(TESTING) task: 9, epoch: 10/30, loss: 2.1114, acc: 0.8356
(TESTING) task: 9, epoch: 10/30, loss: 2.1110, acc: 0.8348
(TESTING) task: 9, epoch: 10/30, loss: 2.1118, acc: 0.8362
(TESTING) task: 9, epoch: 10/30, loss: 2.1137, acc: 0.8354
(TESTING) task: 9, epoch: 10/30, loss: 2.1130, acc: 0.8367
(TESTING) task: 9, epoch: 10/30, loss: 2.1141, acc: 0.8398
(TESTING) task: 9, epoch: 10/30, loss: 2.1140, acc: 0.8409
(TESTING) task: 9, epoch: 10/30, loss: 2.1149, acc: 0.8364
(TESTING) task: 9, epoch: 10/30, loss: 2.1162, acc: 0.8339
(TESTING) task: 9, epoch: 10/30, loss: 2.1133, acc: 0.8385
(TESTING) task: 9, epoch: 10/30, loss: 2.1120, acc: 0.8378
(TESTING) task: 9, epoch: 10/30, loss: 2.1131, acc: 0.8339
(TESTING) task: 9, epoch: 10/30, loss: 2.1129, acc: 0.8333
(TESTING) task: 9, epoch: 10/30, loss: 2.1125, acc: 0.8297
(TESTING) task: 9, epoch: 10/30, loss: 2.1117, acc: 0.8308
(TESTING) task: 9, epoch: 10/30, loss: 2.1114, acc: 0.8318
(TESTING) task: 9, epoch: 10/30, loss: 2.1122, acc: 0.8299
(TESTING) task: 9, epoch: 10/30, loss: 2.1116, acc: 0.8324
(TESTING) task: 9, epoch: 10/30, loss: 2.1102, acc: 0.8333
(TESTING) task: 9, epoch: 10/30, loss: 2.1094, acc: 0.8356
(TESTING) task: 9, epoch: 10/30, loss: 2.1094, acc: 0.8364
(TESTING) task: 9, epoch: 10/30, loss: 2.1097, acc: 0.8359
(TESTING) task: 9, epoch: 10/30, loss: 2.1093, acc: 0.8367
(TESTING) task: 9, epoch: 10/30, loss: 2.1092, acc: 0.8363
(TESTING) task: 9, epoch: 10/30, loss: 2.1102, acc: 0.8346
(TESTING) task: 9, epoch: 10/30, loss: 2.1098, acc: 0.8353
(TESTING) task: 9, epoch: 10/30, loss: 2.1103, acc: 0.8349
(TESTING) task: 9, epoch: 10/30, loss: 2.1102, acc: 0.8368
(TESTING) task: 9, epoch: 10/30, loss: 2.1105, acc: 0.8352
(TESTING) task: 9, epoch: 10/30, loss: 2.1113, acc: 0.8315
(TESTING) task: 9, epoch: 10/30, loss: 2.1110, acc: 0.8300
(TESTING) task: 9, epoch: 10/30, loss: 2.1096, acc: 0.8287
(TESTING) task: 9, epoch: 10/30, loss: 2.1100, acc: 0.8294
(TESTING) task: 9, epoch: 10/30, loss: 2.1102, acc: 0.8292
(TESTING) task: 9, epoch: 10/30, loss: 2.1104, acc: 0.8289
(TESTING) task: 9, epoch: 10/30, loss: 2.1103, acc: 0.8306
(TESTING) task: 9, epoch: 10/30, loss: 2.1110, acc: 0.8294
(TRAINING) task: 9, epoch: 11/30, loss: 2.1193, acc: 0.8359
(TRAINING) task: 9, epoch: 11/30, loss: 2.1145, acc: 0.8301
(TRAINING) task: 9, epoch: 11/30, loss: 2.1129, acc: 0.8229
(TRAINING) task: 9, epoch: 11/30, loss: 2.1098, acc: 0.8379
(TRAINING) task: 9, epoch: 11/30, loss: 2.1067, acc: 0.8367
(TRAINING) task: 9, epoch: 11/30, loss: 2.1041, acc: 0.8470
(TRAINING) task: 9, epoch: 11/30, loss: 2.1027, acc: 0.8477
(TRAINING) task: 9, epoch: 11/30, loss: 2.1026, acc: 0.8496
(TRAINING) task: 9, epoch: 11/30, loss: 2.1030, acc: 0.8503
(TRAINING) task: 9, epoch: 11/30, loss: 2.1013, acc: 0.8512
(TRAINING) task: 9, epoch: 11/30, loss: 2.1009, acc: 0.8473
(TRAINING) task: 9, epoch: 11/30, loss: 2.0983, acc: 0.8512
(TRAINING) task: 9, epoch: 11/30, loss: 2.0968, acc: 0.8546
(TRAINING) task: 9, epoch: 11/30, loss: 2.0964, acc: 0.8569
(TRAINING) task: 9, epoch: 11/30, loss: 2.0959, acc: 0.8578
(TRAINING) task: 9, epoch: 11/30, loss: 2.0951, acc: 0.8596
(TRAINING) task: 9, epoch: 11/30, loss: 2.0948, acc: 0.8594
(TRAINING) task: 9, epoch: 11/30, loss: 2.0935, acc: 0.8626
(TRAINING) task: 9, epoch: 11/30, loss: 2.0922, acc: 0.8645
(TRAINING) task: 9, epoch: 11/30, loss: 2.0913, acc: 0.8650
(TESTING) task: 9, epoch: 11/30, loss: 2.0716, acc: 0.9375
(TESTING) task: 9, epoch: 11/30, loss: 2.0692, acc: 0.8750
(TESTING) task: 9, epoch: 11/30, loss: 2.0953, acc: 0.8750
(TESTING) task: 9, epoch: 11/30, loss: 2.0793, acc: 0.8906
(TESTING) task: 9, epoch: 11/30, loss: 2.0686, acc: 0.9125
(TESTING) task: 9, epoch: 11/30, loss: 2.0721, acc: 0.9062
(TESTING) task: 9, epoch: 11/30, loss: 2.0809, acc: 0.8750
(TESTING) task: 9, epoch: 11/30, loss: 2.0799, acc: 0.8828
(TESTING) task: 9, epoch: 11/30, loss: 2.0819, acc: 0.8819
(TESTING) task: 9, epoch: 11/30, loss: 2.0844, acc: 0.8938
(TESTING) task: 9, epoch: 11/30, loss: 2.0823, acc: 0.8864
(TESTING) task: 9, epoch: 11/30, loss: 2.0863, acc: 0.8698
(TESTING) task: 9, epoch: 11/30, loss: 2.0893, acc: 0.8702
(TESTING) task: 9, epoch: 11/30, loss: 2.0860, acc: 0.8750
(TESTING) task: 9, epoch: 11/30, loss: 2.0777, acc: 0.8792
(TESTING) task: 9, epoch: 11/30, loss: 2.0730, acc: 0.8828
(TESTING) task: 9, epoch: 11/30, loss: 2.0727, acc: 0.8787
(TESTING) task: 9, epoch: 11/30, loss: 2.0751, acc: 0.8785
(TESTING) task: 9, epoch: 11/30, loss: 2.0764, acc: 0.8717
(TESTING) task: 9, epoch: 11/30, loss: 2.0762, acc: 0.8688
(TESTING) task: 9, epoch: 11/30, loss: 2.0746, acc: 0.8750
(TESTING) task: 9, epoch: 11/30, loss: 2.0740, acc: 0.8778
(TESTING) task: 9, epoch: 11/30, loss: 2.0761, acc: 0.8777
(TESTING) task: 9, epoch: 11/30, loss: 2.0779, acc: 0.8750
(TESTING) task: 9, epoch: 11/30, loss: 2.0743, acc: 0.8775
(TESTING) task: 9, epoch: 11/30, loss: 2.0715, acc: 0.8774
(TESTING) task: 9, epoch: 11/30, loss: 2.0710, acc: 0.8750
(TESTING) task: 9, epoch: 11/30, loss: 2.0715, acc: 0.8750
(TESTING) task: 9, epoch: 11/30, loss: 2.0716, acc: 0.8728
(TESTING) task: 9, epoch: 11/30, loss: 2.0729, acc: 0.8708
(TESTING) task: 9, epoch: 11/30, loss: 2.0756, acc: 0.8649
(TESTING) task: 9, epoch: 11/30, loss: 2.0770, acc: 0.8672
(TESTING) task: 9, epoch: 11/30, loss: 2.0759, acc: 0.8674
(TESTING) task: 9, epoch: 11/30, loss: 2.0752, acc: 0.8658
(TESTING) task: 9, epoch: 11/30, loss: 2.0770, acc: 0.8643
(TESTING) task: 9, epoch: 11/30, loss: 2.0759, acc: 0.8646
(TESTING) task: 9, epoch: 11/30, loss: 2.0774, acc: 0.8632
(TESTING) task: 9, epoch: 11/30, loss: 2.0779, acc: 0.8618
(TESTING) task: 9, epoch: 11/30, loss: 2.0792, acc: 0.8590
(TESTING) task: 9, epoch: 11/30, loss: 2.0773, acc: 0.8609
(TESTING) task: 9, epoch: 11/30, loss: 2.0774, acc: 0.8613
(TESTING) task: 9, epoch: 11/30, loss: 2.0776, acc: 0.8631
(TESTING) task: 9, epoch: 11/30, loss: 2.0766, acc: 0.8648
(TESTING) task: 9, epoch: 11/30, loss: 2.0776, acc: 0.8594
(TESTING) task: 9, epoch: 11/30, loss: 2.0789, acc: 0.8611
(TESTING) task: 9, epoch: 11/30, loss: 2.0797, acc: 0.8560
(TESTING) task: 9, epoch: 11/30, loss: 2.0808, acc: 0.8497
(TESTING) task: 9, epoch: 11/30, loss: 2.0804, acc: 0.8477
(TESTING) task: 9, epoch: 11/30, loss: 2.0801, acc: 0.8495
(TESTING) task: 9, epoch: 11/30, loss: 2.0789, acc: 0.8500
(TESTING) task: 9, epoch: 11/30, loss: 2.0780, acc: 0.8517
(TESTING) task: 9, epoch: 11/30, loss: 2.0781, acc: 0.8510
(TESTING) task: 9, epoch: 11/30, loss: 2.0780, acc: 0.8526
(TESTING) task: 9, epoch: 11/30, loss: 2.0786, acc: 0.8553
(TESTING) task: 9, epoch: 11/30, loss: 2.0792, acc: 0.8534
(TESTING) task: 9, epoch: 11/30, loss: 2.0797, acc: 0.8527
(TESTING) task: 9, epoch: 11/30, loss: 2.0779, acc: 0.8531
(TESTING) task: 9, epoch: 11/30, loss: 2.0781, acc: 0.8524
(TESTING) task: 9, epoch: 11/30, loss: 2.0784, acc: 0.8506
(TESTING) task: 9, epoch: 11/30, loss: 2.0791, acc: 0.8521
(TESTING) task: 9, epoch: 11/30, loss: 2.0793, acc: 0.8514
(TESTING) task: 9, epoch: 11/30, loss: 2.0806, acc: 0.8488
(TESTING) task: 9, epoch: 11/30, loss: 2.0814, acc: 0.8512
(TRAINING) task: 9, epoch: 12/30, loss: 2.0759, acc: 0.8477
(TRAINING) task: 9, epoch: 12/30, loss: 2.0701, acc: 0.8633
(TRAINING) task: 9, epoch: 12/30, loss: 2.0658, acc: 0.8620
(TRAINING) task: 9, epoch: 12/30, loss: 2.0702, acc: 0.8594
(TRAINING) task: 9, epoch: 12/30, loss: 2.0689, acc: 0.8641
(TRAINING) task: 9, epoch: 12/30, loss: 2.0721, acc: 0.8613
(TRAINING) task: 9, epoch: 12/30, loss: 2.0705, acc: 0.8666
(TRAINING) task: 9, epoch: 12/30, loss: 2.0697, acc: 0.8672
(TRAINING) task: 9, epoch: 12/30, loss: 2.0696, acc: 0.8685
(TRAINING) task: 9, epoch: 12/30, loss: 2.0684, acc: 0.8695
(TRAINING) task: 9, epoch: 12/30, loss: 2.0680, acc: 0.8711
(TRAINING) task: 9, epoch: 12/30, loss: 2.0683, acc: 0.8691
(TRAINING) task: 9, epoch: 12/30, loss: 2.0676, acc: 0.8720
(TRAINING) task: 9, epoch: 12/30, loss: 2.0674, acc: 0.8711
(TRAINING) task: 9, epoch: 12/30, loss: 2.0663, acc: 0.8729
(TRAINING) task: 9, epoch: 12/30, loss: 2.0659, acc: 0.8730
(TRAINING) task: 9, epoch: 12/30, loss: 2.0657, acc: 0.8722
(TRAINING) task: 9, epoch: 12/30, loss: 2.0654, acc: 0.8724
(TRAINING) task: 9, epoch: 12/30, loss: 2.0634, acc: 0.8742
(TRAINING) task: 9, epoch: 12/30, loss: 2.0629, acc: 0.8753
(TESTING) task: 9, epoch: 12/30, loss: 2.0971, acc: 0.7500
(TESTING) task: 9, epoch: 12/30, loss: 2.0699, acc: 0.8438
(TESTING) task: 9, epoch: 12/30, loss: 2.0713, acc: 0.8333
(TESTING) task: 9, epoch: 12/30, loss: 2.0790, acc: 0.8281
(TESTING) task: 9, epoch: 12/30, loss: 2.0747, acc: 0.8625
(TESTING) task: 9, epoch: 12/30, loss: 2.0617, acc: 0.8542
(TESTING) task: 9, epoch: 12/30, loss: 2.0665, acc: 0.8482
(TESTING) task: 9, epoch: 12/30, loss: 2.0613, acc: 0.8359
(TESTING) task: 9, epoch: 12/30, loss: 2.0495, acc: 0.8472
(TESTING) task: 9, epoch: 12/30, loss: 2.0574, acc: 0.8438
(TESTING) task: 9, epoch: 12/30, loss: 2.0561, acc: 0.8409
(TESTING) task: 9, epoch: 12/30, loss: 2.0581, acc: 0.8542
(TESTING) task: 9, epoch: 12/30, loss: 2.0627, acc: 0.8510
(TESTING) task: 9, epoch: 12/30, loss: 2.0610, acc: 0.8571
(TESTING) task: 9, epoch: 12/30, loss: 2.0593, acc: 0.8583
(TESTING) task: 9, epoch: 12/30, loss: 2.0622, acc: 0.8555
(TESTING) task: 9, epoch: 12/30, loss: 2.0624, acc: 0.8603
(TESTING) task: 9, epoch: 12/30, loss: 2.0616, acc: 0.8681
(TESTING) task: 9, epoch: 12/30, loss: 2.0600, acc: 0.8684
(TESTING) task: 9, epoch: 12/30, loss: 2.0623, acc: 0.8656
(TESTING) task: 9, epoch: 12/30, loss: 2.0636, acc: 0.8661
(TESTING) task: 9, epoch: 12/30, loss: 2.0639, acc: 0.8608
(TESTING) task: 9, epoch: 12/30, loss: 2.0628, acc: 0.8614
(TESTING) task: 9, epoch: 12/30, loss: 2.0602, acc: 0.8594
(TESTING) task: 9, epoch: 12/30, loss: 2.0587, acc: 0.8625
(TESTING) task: 9, epoch: 12/30, loss: 2.0627, acc: 0.8558
(TESTING) task: 9, epoch: 12/30, loss: 2.0629, acc: 0.8588
(TESTING) task: 9, epoch: 12/30, loss: 2.0608, acc: 0.8638
(TESTING) task: 9, epoch: 12/30, loss: 2.0615, acc: 0.8556
(TESTING) task: 9, epoch: 12/30, loss: 2.0606, acc: 0.8583
(TESTING) task: 9, epoch: 12/30, loss: 2.0560, acc: 0.8629
(TESTING) task: 9, epoch: 12/30, loss: 2.0539, acc: 0.8652
(TESTING) task: 9, epoch: 12/30, loss: 2.0524, acc: 0.8636
(TESTING) task: 9, epoch: 12/30, loss: 2.0520, acc: 0.8676
(TESTING) task: 9, epoch: 12/30, loss: 2.0524, acc: 0.8679
(TESTING) task: 9, epoch: 12/30, loss: 2.0527, acc: 0.8646
(TESTING) task: 9, epoch: 12/30, loss: 2.0519, acc: 0.8666
(TESTING) task: 9, epoch: 12/30, loss: 2.0540, acc: 0.8651
(TESTING) task: 9, epoch: 12/30, loss: 2.0546, acc: 0.8638
(TESTING) task: 9, epoch: 12/30, loss: 2.0552, acc: 0.8625
(TESTING) task: 9, epoch: 12/30, loss: 2.0572, acc: 0.8567
(TESTING) task: 9, epoch: 12/30, loss: 2.0573, acc: 0.8571
(TESTING) task: 9, epoch: 12/30, loss: 2.0587, acc: 0.8547
(TESTING) task: 9, epoch: 12/30, loss: 2.0562, acc: 0.8565
(TESTING) task: 9, epoch: 12/30, loss: 2.0567, acc: 0.8556
(TESTING) task: 9, epoch: 12/30, loss: 2.0566, acc: 0.8560
(TESTING) task: 9, epoch: 12/30, loss: 2.0575, acc: 0.8551
(TESTING) task: 9, epoch: 12/30, loss: 2.0565, acc: 0.8568
(TESTING) task: 9, epoch: 12/30, loss: 2.0564, acc: 0.8559
(TESTING) task: 9, epoch: 12/30, loss: 2.0565, acc: 0.8562
(TESTING) task: 9, epoch: 12/30, loss: 2.0555, acc: 0.8578
(TESTING) task: 9, epoch: 12/30, loss: 2.0545, acc: 0.8594
(TESTING) task: 9, epoch: 12/30, loss: 2.0550, acc: 0.8573
(TESTING) task: 9, epoch: 12/30, loss: 2.0548, acc: 0.8588
(TESTING) task: 9, epoch: 12/30, loss: 2.0547, acc: 0.8580
(TESTING) task: 9, epoch: 12/30, loss: 2.0551, acc: 0.8583
(TESTING) task: 9, epoch: 12/30, loss: 2.0549, acc: 0.8596
(TESTING) task: 9, epoch: 12/30, loss: 2.0544, acc: 0.8610
(TESTING) task: 9, epoch: 12/30, loss: 2.0536, acc: 0.8623
(TESTING) task: 9, epoch: 12/30, loss: 2.0542, acc: 0.8594
(TESTING) task: 9, epoch: 12/30, loss: 2.0537, acc: 0.8607
(TESTING) task: 9, epoch: 12/30, loss: 2.0533, acc: 0.8609
(TESTING) task: 9, epoch: 12/30, loss: 2.0535, acc: 0.8571
(TRAINING) task: 9, epoch: 13/30, loss: 2.0615, acc: 0.8672
(TRAINING) task: 9, epoch: 13/30, loss: 2.0511, acc: 0.8672
(TRAINING) task: 9, epoch: 13/30, loss: 2.0446, acc: 0.8815
(TRAINING) task: 9, epoch: 13/30, loss: 2.0444, acc: 0.8818
(TRAINING) task: 9, epoch: 13/30, loss: 2.0460, acc: 0.8797
(TRAINING) task: 9, epoch: 13/30, loss: 2.0442, acc: 0.8802
(TRAINING) task: 9, epoch: 13/30, loss: 2.0423, acc: 0.8823
(TRAINING) task: 9, epoch: 13/30, loss: 2.0422, acc: 0.8818
(TRAINING) task: 9, epoch: 13/30, loss: 2.0423, acc: 0.8832
(TRAINING) task: 9, epoch: 13/30, loss: 2.0416, acc: 0.8871
(TRAINING) task: 9, epoch: 13/30, loss: 2.0424, acc: 0.8881
(TRAINING) task: 9, epoch: 13/30, loss: 2.0405, acc: 0.8880
(TRAINING) task: 9, epoch: 13/30, loss: 2.0400, acc: 0.8882
(TRAINING) task: 9, epoch: 13/30, loss: 2.0381, acc: 0.8917
(TRAINING) task: 9, epoch: 13/30, loss: 2.0371, acc: 0.8898
(TRAINING) task: 9, epoch: 13/30, loss: 2.0365, acc: 0.8904
(TRAINING) task: 9, epoch: 13/30, loss: 2.0351, acc: 0.8920
(TRAINING) task: 9, epoch: 13/30, loss: 2.0349, acc: 0.8917
(TRAINING) task: 9, epoch: 13/30, loss: 2.0349, acc: 0.8917
(TRAINING) task: 9, epoch: 13/30, loss: 2.0349, acc: 0.8916
(TESTING) task: 9, epoch: 13/30, loss: 2.0050, acc: 0.9375
(TESTING) task: 9, epoch: 13/30, loss: 2.0301, acc: 0.9375
(TESTING) task: 9, epoch: 13/30, loss: 2.0297, acc: 0.9375
(TESTING) task: 9, epoch: 13/30, loss: 2.0312, acc: 0.9062
(TESTING) task: 9, epoch: 13/30, loss: 2.0339, acc: 0.9250
(TESTING) task: 9, epoch: 13/30, loss: 2.0334, acc: 0.8958
(TESTING) task: 9, epoch: 13/30, loss: 2.0356, acc: 0.8929
(TESTING) task: 9, epoch: 13/30, loss: 2.0359, acc: 0.8906
(TESTING) task: 9, epoch: 13/30, loss: 2.0375, acc: 0.8819
(TESTING) task: 9, epoch: 13/30, loss: 2.0425, acc: 0.8875
(TESTING) task: 9, epoch: 13/30, loss: 2.0448, acc: 0.8920
(TESTING) task: 9, epoch: 13/30, loss: 2.0343, acc: 0.9010
(TESTING) task: 9, epoch: 13/30, loss: 2.0360, acc: 0.8846
(TESTING) task: 9, epoch: 13/30, loss: 2.0382, acc: 0.8884
(TESTING) task: 9, epoch: 13/30, loss: 2.0381, acc: 0.8917
(TESTING) task: 9, epoch: 13/30, loss: 2.0403, acc: 0.8828
(TESTING) task: 9, epoch: 13/30, loss: 2.0377, acc: 0.8860
(TESTING) task: 9, epoch: 13/30, loss: 2.0331, acc: 0.8889
(TESTING) task: 9, epoch: 13/30, loss: 2.0302, acc: 0.8882
(TESTING) task: 9, epoch: 13/30, loss: 2.0328, acc: 0.8875
(TESTING) task: 9, epoch: 13/30, loss: 2.0329, acc: 0.8869
(TESTING) task: 9, epoch: 13/30, loss: 2.0316, acc: 0.8920
(TESTING) task: 9, epoch: 13/30, loss: 2.0299, acc: 0.8940
(TESTING) task: 9, epoch: 13/30, loss: 2.0280, acc: 0.8984
(TESTING) task: 9, epoch: 13/30, loss: 2.0239, acc: 0.9025
(TESTING) task: 9, epoch: 13/30, loss: 2.0245, acc: 0.8990
(TESTING) task: 9, epoch: 13/30, loss: 2.0276, acc: 0.8912
(TESTING) task: 9, epoch: 13/30, loss: 2.0260, acc: 0.8906
(TESTING) task: 9, epoch: 13/30, loss: 2.0264, acc: 0.8901
(TESTING) task: 9, epoch: 13/30, loss: 2.0270, acc: 0.8917
(TESTING) task: 9, epoch: 13/30, loss: 2.0288, acc: 0.8931
(TESTING) task: 9, epoch: 13/30, loss: 2.0271, acc: 0.8945
(TESTING) task: 9, epoch: 13/30, loss: 2.0288, acc: 0.8902
(TESTING) task: 9, epoch: 13/30, loss: 2.0292, acc: 0.8897
(TESTING) task: 9, epoch: 13/30, loss: 2.0307, acc: 0.8857
(TESTING) task: 9, epoch: 13/30, loss: 2.0300, acc: 0.8872
(TESTING) task: 9, epoch: 13/30, loss: 2.0300, acc: 0.8868
(TESTING) task: 9, epoch: 13/30, loss: 2.0301, acc: 0.8849
(TESTING) task: 9, epoch: 13/30, loss: 2.0297, acc: 0.8862
(TESTING) task: 9, epoch: 13/30, loss: 2.0300, acc: 0.8844
(TESTING) task: 9, epoch: 13/30, loss: 2.0315, acc: 0.8826
(TESTING) task: 9, epoch: 13/30, loss: 2.0309, acc: 0.8810
(TESTING) task: 9, epoch: 13/30, loss: 2.0324, acc: 0.8794
(TESTING) task: 9, epoch: 13/30, loss: 2.0327, acc: 0.8778
(TESTING) task: 9, epoch: 13/30, loss: 2.0332, acc: 0.8792
(TESTING) task: 9, epoch: 13/30, loss: 2.0337, acc: 0.8818
(TESTING) task: 9, epoch: 13/30, loss: 2.0325, acc: 0.8816
(TESTING) task: 9, epoch: 13/30, loss: 2.0330, acc: 0.8802
(TESTING) task: 9, epoch: 13/30, loss: 2.0327, acc: 0.8814
(TESTING) task: 9, epoch: 13/30, loss: 2.0334, acc: 0.8800
(TESTING) task: 9, epoch: 13/30, loss: 2.0328, acc: 0.8824
(TESTING) task: 9, epoch: 13/30, loss: 2.0315, acc: 0.8834
(TESTING) task: 9, epoch: 13/30, loss: 2.0295, acc: 0.8844
(TESTING) task: 9, epoch: 13/30, loss: 2.0295, acc: 0.8854
(TESTING) task: 9, epoch: 13/30, loss: 2.0283, acc: 0.8864
(TESTING) task: 9, epoch: 13/30, loss: 2.0282, acc: 0.8862
(TESTING) task: 9, epoch: 13/30, loss: 2.0281, acc: 0.8860
(TESTING) task: 9, epoch: 13/30, loss: 2.0270, acc: 0.8869
(TESTING) task: 9, epoch: 13/30, loss: 2.0255, acc: 0.8877
(TESTING) task: 9, epoch: 13/30, loss: 2.0237, acc: 0.8885
(TESTING) task: 9, epoch: 13/30, loss: 2.0239, acc: 0.8873
(TESTING) task: 9, epoch: 13/30, loss: 2.0253, acc: 0.8871
(TESTING) task: 9, epoch: 13/30, loss: 2.0265, acc: 0.8849
(TRAINING) task: 9, epoch: 14/30, loss: 2.0275, acc: 0.8984
(TRAINING) task: 9, epoch: 14/30, loss: 2.0201, acc: 0.9043
(TRAINING) task: 9, epoch: 14/30, loss: 2.0228, acc: 0.8971
(TRAINING) task: 9, epoch: 14/30, loss: 2.0239, acc: 0.9023
(TRAINING) task: 9, epoch: 14/30, loss: 2.0190, acc: 0.9016
(TRAINING) task: 9, epoch: 14/30, loss: 2.0170, acc: 0.9030
(TRAINING) task: 9, epoch: 14/30, loss: 2.0154, acc: 0.9035
(TRAINING) task: 9, epoch: 14/30, loss: 2.0131, acc: 0.9033
(TRAINING) task: 9, epoch: 14/30, loss: 2.0117, acc: 0.9049
(TRAINING) task: 9, epoch: 14/30, loss: 2.0095, acc: 0.9020
(TRAINING) task: 9, epoch: 14/30, loss: 2.0090, acc: 0.9052
(TRAINING) task: 9, epoch: 14/30, loss: 2.0100, acc: 0.9046
(TRAINING) task: 9, epoch: 14/30, loss: 2.0100, acc: 0.9062
(TRAINING) task: 9, epoch: 14/30, loss: 2.0099, acc: 0.9054
(TRAINING) task: 9, epoch: 14/30, loss: 2.0082, acc: 0.9052
(TRAINING) task: 9, epoch: 14/30, loss: 2.0081, acc: 0.9070
(TRAINING) task: 9, epoch: 14/30, loss: 2.0074, acc: 0.9076
(TRAINING) task: 9, epoch: 14/30, loss: 2.0070, acc: 0.9093
(TRAINING) task: 9, epoch: 14/30, loss: 2.0067, acc: 0.9100
(TRAINING) task: 9, epoch: 14/30, loss: 2.0069, acc: 0.9093
(TESTING) task: 9, epoch: 14/30, loss: 1.9648, acc: 0.8750
(TESTING) task: 9, epoch: 14/30, loss: 1.9849, acc: 0.8750
(TESTING) task: 9, epoch: 14/30, loss: 1.9932, acc: 0.8750
(TESTING) task: 9, epoch: 14/30, loss: 1.9940, acc: 0.8438
(TESTING) task: 9, epoch: 14/30, loss: 1.9910, acc: 0.8500
(TESTING) task: 9, epoch: 14/30, loss: 1.9859, acc: 0.8646
(TESTING) task: 9, epoch: 14/30, loss: 1.9912, acc: 0.8839
(TESTING) task: 9, epoch: 14/30, loss: 1.9882, acc: 0.8906
(TESTING) task: 9, epoch: 14/30, loss: 1.9921, acc: 0.9028
(TESTING) task: 9, epoch: 14/30, loss: 1.9873, acc: 0.9125
(TESTING) task: 9, epoch: 14/30, loss: 1.9885, acc: 0.9205
(TESTING) task: 9, epoch: 14/30, loss: 1.9934, acc: 0.9115
(TESTING) task: 9, epoch: 14/30, loss: 1.9907, acc: 0.9087
(TESTING) task: 9, epoch: 14/30, loss: 1.9910, acc: 0.9062
(TESTING) task: 9, epoch: 14/30, loss: 1.9945, acc: 0.9125
(TESTING) task: 9, epoch: 14/30, loss: 1.9934, acc: 0.9102
(TESTING) task: 9, epoch: 14/30, loss: 1.9944, acc: 0.9081
(TESTING) task: 9, epoch: 14/30, loss: 1.9973, acc: 0.9062
(TESTING) task: 9, epoch: 14/30, loss: 1.9984, acc: 0.9079
(TESTING) task: 9, epoch: 14/30, loss: 1.9958, acc: 0.9094
(TESTING) task: 9, epoch: 14/30, loss: 1.9961, acc: 0.9077
(TESTING) task: 9, epoch: 14/30, loss: 1.9976, acc: 0.9091
(TESTING) task: 9, epoch: 14/30, loss: 2.0000, acc: 0.9130
(TESTING) task: 9, epoch: 14/30, loss: 2.0010, acc: 0.9167
(TESTING) task: 9, epoch: 14/30, loss: 1.9979, acc: 0.9150
(TESTING) task: 9, epoch: 14/30, loss: 1.9971, acc: 0.9183
(TESTING) task: 9, epoch: 14/30, loss: 1.9971, acc: 0.9144
(TESTING) task: 9, epoch: 14/30, loss: 1.9980, acc: 0.9129
(TESTING) task: 9, epoch: 14/30, loss: 1.9969, acc: 0.9095
(TESTING) task: 9, epoch: 14/30, loss: 1.9961, acc: 0.9083
(TESTING) task: 9, epoch: 14/30, loss: 1.9939, acc: 0.9113
(TESTING) task: 9, epoch: 14/30, loss: 1.9956, acc: 0.9121
(TESTING) task: 9, epoch: 14/30, loss: 1.9954, acc: 0.9129
(TESTING) task: 9, epoch: 14/30, loss: 1.9925, acc: 0.9154
(TESTING) task: 9, epoch: 14/30, loss: 1.9918, acc: 0.9161
(TESTING) task: 9, epoch: 14/30, loss: 1.9946, acc: 0.9097
(TESTING) task: 9, epoch: 14/30, loss: 1.9946, acc: 0.9105
(TESTING) task: 9, epoch: 14/30, loss: 1.9948, acc: 0.9112
(TESTING) task: 9, epoch: 14/30, loss: 1.9969, acc: 0.9135
(TESTING) task: 9, epoch: 14/30, loss: 1.9961, acc: 0.9125
(TESTING) task: 9, epoch: 14/30, loss: 1.9967, acc: 0.9131
(TESTING) task: 9, epoch: 14/30, loss: 1.9966, acc: 0.9092
(TESTING) task: 9, epoch: 14/30, loss: 1.9968, acc: 0.9113
(TESTING) task: 9, epoch: 14/30, loss: 1.9965, acc: 0.9091
(TESTING) task: 9, epoch: 14/30, loss: 1.9958, acc: 0.9097
(TESTING) task: 9, epoch: 14/30, loss: 1.9963, acc: 0.9076
(TESTING) task: 9, epoch: 14/30, loss: 1.9973, acc: 0.9056
(TESTING) task: 9, epoch: 14/30, loss: 1.9968, acc: 0.9076
(TESTING) task: 9, epoch: 14/30, loss: 1.9979, acc: 0.9069
(TESTING) task: 9, epoch: 14/30, loss: 1.9972, acc: 0.9075
(TESTING) task: 9, epoch: 14/30, loss: 1.9990, acc: 0.9056
(TESTING) task: 9, epoch: 14/30, loss: 1.9992, acc: 0.9038
(TESTING) task: 9, epoch: 14/30, loss: 1.9997, acc: 0.9057
(TESTING) task: 9, epoch: 14/30, loss: 1.9995, acc: 0.9051
(TESTING) task: 9, epoch: 14/30, loss: 1.9992, acc: 0.9068
(TESTING) task: 9, epoch: 14/30, loss: 1.9990, acc: 0.9074
(TESTING) task: 9, epoch: 14/30, loss: 1.9995, acc: 0.9068
(TESTING) task: 9, epoch: 14/30, loss: 1.9993, acc: 0.9062
(TESTING) task: 9, epoch: 14/30, loss: 1.9983, acc: 0.9078
(TESTING) task: 9, epoch: 14/30, loss: 1.9983, acc: 0.9083
(TESTING) task: 9, epoch: 14/30, loss: 1.9975, acc: 0.9098
(TESTING) task: 9, epoch: 14/30, loss: 1.9983, acc: 0.9103
(TESTING) task: 9, epoch: 14/30, loss: 1.9994, acc: 0.9097
(TRAINING) task: 9, epoch: 15/30, loss: 1.9918, acc: 0.9141
(TRAINING) task: 9, epoch: 15/30, loss: 2.0021, acc: 0.9102
(TRAINING) task: 9, epoch: 15/30, loss: 1.9990, acc: 0.9193
(TRAINING) task: 9, epoch: 15/30, loss: 1.9939, acc: 0.9229
(TRAINING) task: 9, epoch: 15/30, loss: 1.9910, acc: 0.9242
(TRAINING) task: 9, epoch: 15/30, loss: 1.9881, acc: 0.9284
(TRAINING) task: 9, epoch: 15/30, loss: 1.9889, acc: 0.9230
(TRAINING) task: 9, epoch: 15/30, loss: 1.9861, acc: 0.9243
(TRAINING) task: 9, epoch: 15/30, loss: 1.9846, acc: 0.9262
(TRAINING) task: 9, epoch: 15/30, loss: 1.9853, acc: 0.9270
(TRAINING) task: 9, epoch: 15/30, loss: 1.9825, acc: 0.9286
(TRAINING) task: 9, epoch: 15/30, loss: 1.9817, acc: 0.9271
(TRAINING) task: 9, epoch: 15/30, loss: 1.9824, acc: 0.9279
(TRAINING) task: 9, epoch: 15/30, loss: 1.9834, acc: 0.9280
(TRAINING) task: 9, epoch: 15/30, loss: 1.9837, acc: 0.9273
(TRAINING) task: 9, epoch: 15/30, loss: 1.9833, acc: 0.9270
(TRAINING) task: 9, epoch: 15/30, loss: 1.9811, acc: 0.9288
(TRAINING) task: 9, epoch: 15/30, loss: 1.9808, acc: 0.9284
(TRAINING) task: 9, epoch: 15/30, loss: 1.9803, acc: 0.9289
(TRAINING) task: 9, epoch: 15/30, loss: 1.9809, acc: 0.9287
(TESTING) task: 9, epoch: 15/30, loss: 1.9472, acc: 0.9375
(TESTING) task: 9, epoch: 15/30, loss: 1.9647, acc: 0.9688
(TESTING) task: 9, epoch: 15/30, loss: 1.9559, acc: 0.9792
(TESTING) task: 9, epoch: 15/30, loss: 1.9527, acc: 0.9375
(TESTING) task: 9, epoch: 15/30, loss: 1.9566, acc: 0.9500
(TESTING) task: 9, epoch: 15/30, loss: 1.9632, acc: 0.9583
(TESTING) task: 9, epoch: 15/30, loss: 1.9635, acc: 0.9464
(TESTING) task: 9, epoch: 15/30, loss: 1.9685, acc: 0.9453
(TESTING) task: 9, epoch: 15/30, loss: 1.9639, acc: 0.9514
(TESTING) task: 9, epoch: 15/30, loss: 1.9640, acc: 0.9563
(TESTING) task: 9, epoch: 15/30, loss: 1.9634, acc: 0.9489
(TESTING) task: 9, epoch: 15/30, loss: 1.9615, acc: 0.9479
(TESTING) task: 9, epoch: 15/30, loss: 1.9568, acc: 0.9471
(TESTING) task: 9, epoch: 15/30, loss: 1.9573, acc: 0.9509
(TESTING) task: 9, epoch: 15/30, loss: 1.9588, acc: 0.9375
(TESTING) task: 9, epoch: 15/30, loss: 1.9615, acc: 0.9375
(TESTING) task: 9, epoch: 15/30, loss: 1.9664, acc: 0.9338
(TESTING) task: 9, epoch: 15/30, loss: 1.9676, acc: 0.9340
(TESTING) task: 9, epoch: 15/30, loss: 1.9743, acc: 0.9276
(TESTING) task: 9, epoch: 15/30, loss: 1.9791, acc: 0.9219
(TESTING) task: 9, epoch: 15/30, loss: 1.9782, acc: 0.9226
(TESTING) task: 9, epoch: 15/30, loss: 1.9765, acc: 0.9233
(TESTING) task: 9, epoch: 15/30, loss: 1.9798, acc: 0.9212
(TESTING) task: 9, epoch: 15/30, loss: 1.9772, acc: 0.9245
(TESTING) task: 9, epoch: 15/30, loss: 1.9754, acc: 0.9250
(TESTING) task: 9, epoch: 15/30, loss: 1.9726, acc: 0.9279
(TESTING) task: 9, epoch: 15/30, loss: 1.9700, acc: 0.9282
(TESTING) task: 9, epoch: 15/30, loss: 1.9710, acc: 0.9263
(TESTING) task: 9, epoch: 15/30, loss: 1.9742, acc: 0.9246
(TESTING) task: 9, epoch: 15/30, loss: 1.9762, acc: 0.9271
(TESTING) task: 9, epoch: 15/30, loss: 1.9776, acc: 0.9173
(TESTING) task: 9, epoch: 15/30, loss: 1.9780, acc: 0.9160
(TESTING) task: 9, epoch: 15/30, loss: 1.9792, acc: 0.9186
(TESTING) task: 9, epoch: 15/30, loss: 1.9784, acc: 0.9191
(TESTING) task: 9, epoch: 15/30, loss: 1.9775, acc: 0.9214
(TESTING) task: 9, epoch: 15/30, loss: 1.9792, acc: 0.9201
(TESTING) task: 9, epoch: 15/30, loss: 1.9807, acc: 0.9223
(TESTING) task: 9, epoch: 15/30, loss: 1.9827, acc: 0.9211
(TESTING) task: 9, epoch: 15/30, loss: 1.9836, acc: 0.9231
(TESTING) task: 9, epoch: 15/30, loss: 1.9815, acc: 0.9250
(TESTING) task: 9, epoch: 15/30, loss: 1.9831, acc: 0.9238
(TESTING) task: 9, epoch: 15/30, loss: 1.9834, acc: 0.9256
(TESTING) task: 9, epoch: 15/30, loss: 1.9839, acc: 0.9244
(TESTING) task: 9, epoch: 15/30, loss: 1.9825, acc: 0.9233
(TESTING) task: 9, epoch: 15/30, loss: 1.9835, acc: 0.9208
(TESTING) task: 9, epoch: 15/30, loss: 1.9814, acc: 0.9226
(TESTING) task: 9, epoch: 15/30, loss: 1.9796, acc: 0.9215
(TESTING) task: 9, epoch: 15/30, loss: 1.9790, acc: 0.9219
(TESTING) task: 9, epoch: 15/30, loss: 1.9775, acc: 0.9196
(TESTING) task: 9, epoch: 15/30, loss: 1.9785, acc: 0.9187
(TESTING) task: 9, epoch: 15/30, loss: 1.9779, acc: 0.9203
(TESTING) task: 9, epoch: 15/30, loss: 1.9775, acc: 0.9219
(TESTING) task: 9, epoch: 15/30, loss: 1.9774, acc: 0.9222
(TESTING) task: 9, epoch: 15/30, loss: 1.9769, acc: 0.9236
(TESTING) task: 9, epoch: 15/30, loss: 1.9768, acc: 0.9227
(TESTING) task: 9, epoch: 15/30, loss: 1.9765, acc: 0.9230
(TESTING) task: 9, epoch: 15/30, loss: 1.9749, acc: 0.9232
(TESTING) task: 9, epoch: 15/30, loss: 1.9741, acc: 0.9246
(TESTING) task: 9, epoch: 15/30, loss: 1.9736, acc: 0.9237
(TESTING) task: 9, epoch: 15/30, loss: 1.9740, acc: 0.9240
(TESTING) task: 9, epoch: 15/30, loss: 1.9750, acc: 0.9242
(TESTING) task: 9, epoch: 15/30, loss: 1.9750, acc: 0.9244
(TESTING) task: 9, epoch: 15/30, loss: 1.9755, acc: 0.9236
(TRAINING) task: 9, epoch: 16/30, loss: 1.9668, acc: 0.9648
(TRAINING) task: 9, epoch: 16/30, loss: 1.9587, acc: 0.9512
(TRAINING) task: 9, epoch: 16/30, loss: 1.9550, acc: 0.9466
(TRAINING) task: 9, epoch: 16/30, loss: 1.9566, acc: 0.9463
(TRAINING) task: 9, epoch: 16/30, loss: 1.9592, acc: 0.9461
(TRAINING) task: 9, epoch: 16/30, loss: 1.9597, acc: 0.9434
(TRAINING) task: 9, epoch: 16/30, loss: 1.9588, acc: 0.9442
(TRAINING) task: 9, epoch: 16/30, loss: 1.9588, acc: 0.9424
(TRAINING) task: 9, epoch: 16/30, loss: 1.9593, acc: 0.9418
(TRAINING) task: 9, epoch: 16/30, loss: 1.9609, acc: 0.9410
(TRAINING) task: 9, epoch: 16/30, loss: 1.9598, acc: 0.9425
(TRAINING) task: 9, epoch: 16/30, loss: 1.9595, acc: 0.9408
(TRAINING) task: 9, epoch: 16/30, loss: 1.9605, acc: 0.9411
(TRAINING) task: 9, epoch: 16/30, loss: 1.9602, acc: 0.9403
(TRAINING) task: 9, epoch: 16/30, loss: 1.9588, acc: 0.9409
(TRAINING) task: 9, epoch: 16/30, loss: 1.9575, acc: 0.9412
(TRAINING) task: 9, epoch: 16/30, loss: 1.9582, acc: 0.9403
(TRAINING) task: 9, epoch: 16/30, loss: 1.9580, acc: 0.9397
(TRAINING) task: 9, epoch: 16/30, loss: 1.9565, acc: 0.9396
(TRAINING) task: 9, epoch: 16/30, loss: 1.9556, acc: 0.9396
(TESTING) task: 9, epoch: 16/30, loss: 2.0080, acc: 1.0000
(TESTING) task: 9, epoch: 16/30, loss: 1.9659, acc: 1.0000
(TESTING) task: 9, epoch: 16/30, loss: 1.9310, acc: 0.9792
(TESTING) task: 9, epoch: 16/30, loss: 1.9256, acc: 0.9688
(TESTING) task: 9, epoch: 16/30, loss: 1.9289, acc: 0.9750
(TESTING) task: 9, epoch: 16/30, loss: 1.9257, acc: 0.9688
(TESTING) task: 9, epoch: 16/30, loss: 1.9274, acc: 0.9554
(TESTING) task: 9, epoch: 16/30, loss: 1.9265, acc: 0.9531
(TESTING) task: 9, epoch: 16/30, loss: 1.9311, acc: 0.9514
(TESTING) task: 9, epoch: 16/30, loss: 1.9279, acc: 0.9500
(TESTING) task: 9, epoch: 16/30, loss: 1.9263, acc: 0.9489
(TESTING) task: 9, epoch: 16/30, loss: 1.9289, acc: 0.9531
(TESTING) task: 9, epoch: 16/30, loss: 1.9334, acc: 0.9519
(TESTING) task: 9, epoch: 16/30, loss: 1.9361, acc: 0.9509
(TESTING) task: 9, epoch: 16/30, loss: 1.9376, acc: 0.9500
(TESTING) task: 9, epoch: 16/30, loss: 1.9381, acc: 0.9531
(TESTING) task: 9, epoch: 16/30, loss: 1.9373, acc: 0.9522
(TESTING) task: 9, epoch: 16/30, loss: 1.9401, acc: 0.9444
(TESTING) task: 9, epoch: 16/30, loss: 1.9384, acc: 0.9474
(TESTING) task: 9, epoch: 16/30, loss: 1.9437, acc: 0.9437
(TESTING) task: 9, epoch: 16/30, loss: 1.9414, acc: 0.9464
(TESTING) task: 9, epoch: 16/30, loss: 1.9443, acc: 0.9403
(TESTING) task: 9, epoch: 16/30, loss: 1.9471, acc: 0.9375
(TESTING) task: 9, epoch: 16/30, loss: 1.9447, acc: 0.9401
(TESTING) task: 9, epoch: 16/30, loss: 1.9451, acc: 0.9425
(TESTING) task: 9, epoch: 16/30, loss: 1.9429, acc: 0.9447
(TESTING) task: 9, epoch: 16/30, loss: 1.9441, acc: 0.9444
(TESTING) task: 9, epoch: 16/30, loss: 1.9414, acc: 0.9464
(TESTING) task: 9, epoch: 16/30, loss: 1.9426, acc: 0.9483
(TESTING) task: 9, epoch: 16/30, loss: 1.9414, acc: 0.9500
(TESTING) task: 9, epoch: 16/30, loss: 1.9401, acc: 0.9516
(TESTING) task: 9, epoch: 16/30, loss: 1.9426, acc: 0.9492
(TESTING) task: 9, epoch: 16/30, loss: 1.9410, acc: 0.9489
(TESTING) task: 9, epoch: 16/30, loss: 1.9428, acc: 0.9449
(TESTING) task: 9, epoch: 16/30, loss: 1.9419, acc: 0.9464
(TESTING) task: 9, epoch: 16/30, loss: 1.9409, acc: 0.9479
(TESTING) task: 9, epoch: 16/30, loss: 1.9392, acc: 0.9443
(TESTING) task: 9, epoch: 16/30, loss: 1.9406, acc: 0.9441
(TESTING) task: 9, epoch: 16/30, loss: 1.9420, acc: 0.9439
(TESTING) task: 9, epoch: 16/30, loss: 1.9433, acc: 0.9422
(TESTING) task: 9, epoch: 16/30, loss: 1.9435, acc: 0.9421
(TESTING) task: 9, epoch: 16/30, loss: 1.9440, acc: 0.9435
(TESTING) task: 9, epoch: 16/30, loss: 1.9429, acc: 0.9433
(TESTING) task: 9, epoch: 16/30, loss: 1.9431, acc: 0.9418
(TESTING) task: 9, epoch: 16/30, loss: 1.9438, acc: 0.9431
(TESTING) task: 9, epoch: 16/30, loss: 1.9459, acc: 0.9443
(TESTING) task: 9, epoch: 16/30, loss: 1.9459, acc: 0.9402
(TESTING) task: 9, epoch: 16/30, loss: 1.9462, acc: 0.9375
(TESTING) task: 9, epoch: 16/30, loss: 1.9473, acc: 0.9337
(TESTING) task: 9, epoch: 16/30, loss: 1.9466, acc: 0.9337
(TESTING) task: 9, epoch: 16/30, loss: 1.9478, acc: 0.9338
(TESTING) task: 9, epoch: 16/30, loss: 1.9481, acc: 0.9339
(TESTING) task: 9, epoch: 16/30, loss: 1.9478, acc: 0.9328
(TESTING) task: 9, epoch: 16/30, loss: 1.9471, acc: 0.9317
(TESTING) task: 9, epoch: 16/30, loss: 1.9481, acc: 0.9330
(TESTING) task: 9, epoch: 16/30, loss: 1.9487, acc: 0.9319
(TESTING) task: 9, epoch: 16/30, loss: 1.9483, acc: 0.9331
(TESTING) task: 9, epoch: 16/30, loss: 1.9470, acc: 0.9332
(TESTING) task: 9, epoch: 16/30, loss: 1.9463, acc: 0.9343
(TESTING) task: 9, epoch: 16/30, loss: 1.9464, acc: 0.9344
(TESTING) task: 9, epoch: 16/30, loss: 1.9467, acc: 0.9355
(TESTING) task: 9, epoch: 16/30, loss: 1.9478, acc: 0.9355
(TESTING) task: 9, epoch: 16/30, loss: 1.9493, acc: 0.9345
(TRAINING) task: 9, epoch: 17/30, loss: 1.9483, acc: 0.9336
(TRAINING) task: 9, epoch: 17/30, loss: 1.9397, acc: 0.9414
(TRAINING) task: 9, epoch: 17/30, loss: 1.9411, acc: 0.9388
(TRAINING) task: 9, epoch: 17/30, loss: 1.9387, acc: 0.9434
(TRAINING) task: 9, epoch: 17/30, loss: 1.9392, acc: 0.9430
(TRAINING) task: 9, epoch: 17/30, loss: 1.9394, acc: 0.9440
(TRAINING) task: 9, epoch: 17/30, loss: 1.9336, acc: 0.9470
(TRAINING) task: 9, epoch: 17/30, loss: 1.9323, acc: 0.9468
(TRAINING) task: 9, epoch: 17/30, loss: 1.9331, acc: 0.9462
(TRAINING) task: 9, epoch: 17/30, loss: 1.9311, acc: 0.9473
(TRAINING) task: 9, epoch: 17/30, loss: 1.9321, acc: 0.9471
(TRAINING) task: 9, epoch: 17/30, loss: 1.9323, acc: 0.9473
(TRAINING) task: 9, epoch: 17/30, loss: 1.9324, acc: 0.9483
(TRAINING) task: 9, epoch: 17/30, loss: 1.9336, acc: 0.9473
(TRAINING) task: 9, epoch: 17/30, loss: 1.9327, acc: 0.9471
(TRAINING) task: 9, epoch: 17/30, loss: 1.9326, acc: 0.9458
(TRAINING) task: 9, epoch: 17/30, loss: 1.9317, acc: 0.9467
(TRAINING) task: 9, epoch: 17/30, loss: 1.9303, acc: 0.9462
(TRAINING) task: 9, epoch: 17/30, loss: 1.9289, acc: 0.9459
(TRAINING) task: 9, epoch: 17/30, loss: 1.9286, acc: 0.9464
(TESTING) task: 9, epoch: 17/30, loss: 1.9297, acc: 0.8750
(TESTING) task: 9, epoch: 17/30, loss: 1.9486, acc: 0.9062
(TESTING) task: 9, epoch: 17/30, loss: 1.9746, acc: 0.9167
(TESTING) task: 9, epoch: 17/30, loss: 1.9399, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9283, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9304, acc: 0.9479
(TESTING) task: 9, epoch: 17/30, loss: 1.9310, acc: 0.9554
(TESTING) task: 9, epoch: 17/30, loss: 1.9362, acc: 0.9609
(TESTING) task: 9, epoch: 17/30, loss: 1.9328, acc: 0.9583
(TESTING) task: 9, epoch: 17/30, loss: 1.9362, acc: 0.9500
(TESTING) task: 9, epoch: 17/30, loss: 1.9354, acc: 0.9489
(TESTING) task: 9, epoch: 17/30, loss: 1.9346, acc: 0.9427
(TESTING) task: 9, epoch: 17/30, loss: 1.9329, acc: 0.9423
(TESTING) task: 9, epoch: 17/30, loss: 1.9302, acc: 0.9464
(TESTING) task: 9, epoch: 17/30, loss: 1.9260, acc: 0.9417
(TESTING) task: 9, epoch: 17/30, loss: 1.9252, acc: 0.9414
(TESTING) task: 9, epoch: 17/30, loss: 1.9259, acc: 0.9338
(TESTING) task: 9, epoch: 17/30, loss: 1.9215, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9205, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9224, acc: 0.9344
(TESTING) task: 9, epoch: 17/30, loss: 1.9219, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9210, acc: 0.9403
(TESTING) task: 9, epoch: 17/30, loss: 1.9221, acc: 0.9402
(TESTING) task: 9, epoch: 17/30, loss: 1.9183, acc: 0.9427
(TESTING) task: 9, epoch: 17/30, loss: 1.9194, acc: 0.9425
(TESTING) task: 9, epoch: 17/30, loss: 1.9210, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9243, acc: 0.9352
(TESTING) task: 9, epoch: 17/30, loss: 1.9212, acc: 0.9353
(TESTING) task: 9, epoch: 17/30, loss: 1.9224, acc: 0.9353
(TESTING) task: 9, epoch: 17/30, loss: 1.9223, acc: 0.9333
(TESTING) task: 9, epoch: 17/30, loss: 1.9227, acc: 0.9335
(TESTING) task: 9, epoch: 17/30, loss: 1.9219, acc: 0.9336
(TESTING) task: 9, epoch: 17/30, loss: 1.9212, acc: 0.9356
(TESTING) task: 9, epoch: 17/30, loss: 1.9198, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9210, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9241, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9233, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9240, acc: 0.9359
(TESTING) task: 9, epoch: 17/30, loss: 1.9228, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9232, acc: 0.9391
(TESTING) task: 9, epoch: 17/30, loss: 1.9254, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9264, acc: 0.9360
(TESTING) task: 9, epoch: 17/30, loss: 1.9263, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9258, acc: 0.9361
(TESTING) task: 9, epoch: 17/30, loss: 1.9265, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9262, acc: 0.9389
(TESTING) task: 9, epoch: 17/30, loss: 1.9248, acc: 0.9402
(TESTING) task: 9, epoch: 17/30, loss: 1.9235, acc: 0.9401
(TESTING) task: 9, epoch: 17/30, loss: 1.9248, acc: 0.9401
(TESTING) task: 9, epoch: 17/30, loss: 1.9250, acc: 0.9387
(TESTING) task: 9, epoch: 17/30, loss: 1.9257, acc: 0.9400
(TESTING) task: 9, epoch: 17/30, loss: 1.9264, acc: 0.9399
(TESTING) task: 9, epoch: 17/30, loss: 1.9260, acc: 0.9399
(TESTING) task: 9, epoch: 17/30, loss: 1.9249, acc: 0.9398
(TESTING) task: 9, epoch: 17/30, loss: 1.9261, acc: 0.9409
(TESTING) task: 9, epoch: 17/30, loss: 1.9260, acc: 0.9397
(TESTING) task: 9, epoch: 17/30, loss: 1.9254, acc: 0.9397
(TESTING) task: 9, epoch: 17/30, loss: 1.9261, acc: 0.9407
(TESTING) task: 9, epoch: 17/30, loss: 1.9261, acc: 0.9386
(TESTING) task: 9, epoch: 17/30, loss: 1.9269, acc: 0.9365
(TESTING) task: 9, epoch: 17/30, loss: 1.9269, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9269, acc: 0.9375
(TESTING) task: 9, epoch: 17/30, loss: 1.9268, acc: 0.9385
(TRAINING) task: 9, epoch: 18/30, loss: 1.9032, acc: 0.9648
(TRAINING) task: 9, epoch: 18/30, loss: 1.9187, acc: 0.9395
(TRAINING) task: 9, epoch: 18/30, loss: 1.9118, acc: 0.9414
(TRAINING) task: 9, epoch: 18/30, loss: 1.9192, acc: 0.9385
(TRAINING) task: 9, epoch: 18/30, loss: 1.9186, acc: 0.9422
(TRAINING) task: 9, epoch: 18/30, loss: 1.9211, acc: 0.9421
(TRAINING) task: 9, epoch: 18/30, loss: 1.9191, acc: 0.9408
(TRAINING) task: 9, epoch: 18/30, loss: 1.9164, acc: 0.9419
(TRAINING) task: 9, epoch: 18/30, loss: 1.9168, acc: 0.9418
(TRAINING) task: 9, epoch: 18/30, loss: 1.9161, acc: 0.9437
(TRAINING) task: 9, epoch: 18/30, loss: 1.9149, acc: 0.9421
(TRAINING) task: 9, epoch: 18/30, loss: 1.9161, acc: 0.9404
(TRAINING) task: 9, epoch: 18/30, loss: 1.9143, acc: 0.9405
(TRAINING) task: 9, epoch: 18/30, loss: 1.9134, acc: 0.9420
(TRAINING) task: 9, epoch: 18/30, loss: 1.9122, acc: 0.9422
(TRAINING) task: 9, epoch: 18/30, loss: 1.9129, acc: 0.9397
(TRAINING) task: 9, epoch: 18/30, loss: 1.9125, acc: 0.9405
(TRAINING) task: 9, epoch: 18/30, loss: 1.9120, acc: 0.9412
(TRAINING) task: 9, epoch: 18/30, loss: 1.9112, acc: 0.9414
(TRAINING) task: 9, epoch: 18/30, loss: 1.9106, acc: 0.9432
(TESTING) task: 9, epoch: 18/30, loss: 1.9307, acc: 0.9375
(TESTING) task: 9, epoch: 18/30, loss: 1.9170, acc: 0.9375
(TESTING) task: 9, epoch: 18/30, loss: 1.9183, acc: 0.9375
(TESTING) task: 9, epoch: 18/30, loss: 1.9325, acc: 0.9219
(TESTING) task: 9, epoch: 18/30, loss: 1.9194, acc: 0.9375
(TESTING) task: 9, epoch: 18/30, loss: 1.9276, acc: 0.9479
(TESTING) task: 9, epoch: 18/30, loss: 1.9289, acc: 0.9464
(TESTING) task: 9, epoch: 18/30, loss: 1.9191, acc: 0.9531
(TESTING) task: 9, epoch: 18/30, loss: 1.9235, acc: 0.9444
(TESTING) task: 9, epoch: 18/30, loss: 1.9166, acc: 0.9437
(TESTING) task: 9, epoch: 18/30, loss: 1.9111, acc: 0.9489
(TESTING) task: 9, epoch: 18/30, loss: 1.9142, acc: 0.9531
(TESTING) task: 9, epoch: 18/30, loss: 1.9127, acc: 0.9519
(TESTING) task: 9, epoch: 18/30, loss: 1.9126, acc: 0.9464
(TESTING) task: 9, epoch: 18/30, loss: 1.9153, acc: 0.9458
(TESTING) task: 9, epoch: 18/30, loss: 1.9165, acc: 0.9414
(TESTING) task: 9, epoch: 18/30, loss: 1.9222, acc: 0.9412
(TESTING) task: 9, epoch: 18/30, loss: 1.9243, acc: 0.9340
(TESTING) task: 9, epoch: 18/30, loss: 1.9212, acc: 0.9375
(TESTING) task: 9, epoch: 18/30, loss: 1.9175, acc: 0.9375
(TESTING) task: 9, epoch: 18/30, loss: 1.9167, acc: 0.9405
(TESTING) task: 9, epoch: 18/30, loss: 1.9189, acc: 0.9375
(TESTING) task: 9, epoch: 18/30, loss: 1.9178, acc: 0.9402
(TESTING) task: 9, epoch: 18/30, loss: 1.9144, acc: 0.9401
(TESTING) task: 9, epoch: 18/30, loss: 1.9165, acc: 0.9400
(TESTING) task: 9, epoch: 18/30, loss: 1.9140, acc: 0.9423
(TESTING) task: 9, epoch: 18/30, loss: 1.9160, acc: 0.9421
(TESTING) task: 9, epoch: 18/30, loss: 1.9139, acc: 0.9420
(TESTING) task: 9, epoch: 18/30, loss: 1.9101, acc: 0.9440
(TESTING) task: 9, epoch: 18/30, loss: 1.9122, acc: 0.9417
(TESTING) task: 9, epoch: 18/30, loss: 1.9071, acc: 0.9435
(TESTING) task: 9, epoch: 18/30, loss: 1.9065, acc: 0.9453
(TESTING) task: 9, epoch: 18/30, loss: 1.9085, acc: 0.9432
(TESTING) task: 9, epoch: 18/30, loss: 1.9090, acc: 0.9430
(TESTING) task: 9, epoch: 18/30, loss: 1.9086, acc: 0.9446
(TESTING) task: 9, epoch: 18/30, loss: 1.9115, acc: 0.9427
(TESTING) task: 9, epoch: 18/30, loss: 1.9126, acc: 0.9409
(TESTING) task: 9, epoch: 18/30, loss: 1.9136, acc: 0.9375
(TESTING) task: 9, epoch: 18/30, loss: 1.9132, acc: 0.9391
(TESTING) task: 9, epoch: 18/30, loss: 1.9144, acc: 0.9406
(TESTING) task: 9, epoch: 18/30, loss: 1.9145, acc: 0.9390
(TESTING) task: 9, epoch: 18/30, loss: 1.9127, acc: 0.9405
(TESTING) task: 9, epoch: 18/30, loss: 1.9121, acc: 0.9390
(TESTING) task: 9, epoch: 18/30, loss: 1.9111, acc: 0.9403
(TESTING) task: 9, epoch: 18/30, loss: 1.9100, acc: 0.9417
(TESTING) task: 9, epoch: 18/30, loss: 1.9103, acc: 0.9429
(TESTING) task: 9, epoch: 18/30, loss: 1.9127, acc: 0.9415
(TESTING) task: 9, epoch: 18/30, loss: 1.9110, acc: 0.9427
(TESTING) task: 9, epoch: 18/30, loss: 1.9107, acc: 0.9439
(TESTING) task: 9, epoch: 18/30, loss: 1.9125, acc: 0.9413
(TESTING) task: 9, epoch: 18/30, loss: 1.9118, acc: 0.9424
(TESTING) task: 9, epoch: 18/30, loss: 1.9122, acc: 0.9423
(TESTING) task: 9, epoch: 18/30, loss: 1.9128, acc: 0.9434
(TESTING) task: 9, epoch: 18/30, loss: 1.9124, acc: 0.9433
(TESTING) task: 9, epoch: 18/30, loss: 1.9126, acc: 0.9432
(TESTING) task: 9, epoch: 18/30, loss: 1.9119, acc: 0.9442
(TESTING) task: 9, epoch: 18/30, loss: 1.9124, acc: 0.9441
(TESTING) task: 9, epoch: 18/30, loss: 1.9123, acc: 0.9440
(TESTING) task: 9, epoch: 18/30, loss: 1.9117, acc: 0.9449
(TESTING) task: 9, epoch: 18/30, loss: 1.9102, acc: 0.9448
(TESTING) task: 9, epoch: 18/30, loss: 1.9094, acc: 0.9447
(TESTING) task: 9, epoch: 18/30, loss: 1.9107, acc: 0.9425
(TESTING) task: 9, epoch: 18/30, loss: 1.9108, acc: 0.9435
(TRAINING) task: 9, epoch: 19/30, loss: 1.8882, acc: 0.9688
(TRAINING) task: 9, epoch: 19/30, loss: 1.8985, acc: 0.9570
(TRAINING) task: 9, epoch: 19/30, loss: 1.9011, acc: 0.9518
(TRAINING) task: 9, epoch: 19/30, loss: 1.9025, acc: 0.9512
(TRAINING) task: 9, epoch: 19/30, loss: 1.8974, acc: 0.9523
(TRAINING) task: 9, epoch: 19/30, loss: 1.8985, acc: 0.9544
(TRAINING) task: 9, epoch: 19/30, loss: 1.8970, acc: 0.9554
(TRAINING) task: 9, epoch: 19/30, loss: 1.8965, acc: 0.9575
(TRAINING) task: 9, epoch: 19/30, loss: 1.8961, acc: 0.9566
(TRAINING) task: 9, epoch: 19/30, loss: 1.8960, acc: 0.9563
(TRAINING) task: 9, epoch: 19/30, loss: 1.8945, acc: 0.9577
(TRAINING) task: 9, epoch: 19/30, loss: 1.8945, acc: 0.9580
(TRAINING) task: 9, epoch: 19/30, loss: 1.8943, acc: 0.9582
(TRAINING) task: 9, epoch: 19/30, loss: 1.8927, acc: 0.9581
(TRAINING) task: 9, epoch: 19/30, loss: 1.8926, acc: 0.9570
(TRAINING) task: 9, epoch: 19/30, loss: 1.8917, acc: 0.9563
(TRAINING) task: 9, epoch: 19/30, loss: 1.8909, acc: 0.9575
(TRAINING) task: 9, epoch: 19/30, loss: 1.8919, acc: 0.9575
(TRAINING) task: 9, epoch: 19/30, loss: 1.8910, acc: 0.9579
(TRAINING) task: 9, epoch: 19/30, loss: 1.8906, acc: 0.9585
(TESTING) task: 9, epoch: 19/30, loss: 2.0050, acc: 0.6875
(TESTING) task: 9, epoch: 19/30, loss: 1.9125, acc: 0.8438
(TESTING) task: 9, epoch: 19/30, loss: 1.9167, acc: 0.8958
(TESTING) task: 9, epoch: 19/30, loss: 1.9103, acc: 0.8906
(TESTING) task: 9, epoch: 19/30, loss: 1.9146, acc: 0.9000
(TESTING) task: 9, epoch: 19/30, loss: 1.9080, acc: 0.9062
(TESTING) task: 9, epoch: 19/30, loss: 1.9156, acc: 0.9196
(TESTING) task: 9, epoch: 19/30, loss: 1.9220, acc: 0.9062
(TESTING) task: 9, epoch: 19/30, loss: 1.9103, acc: 0.9167
(TESTING) task: 9, epoch: 19/30, loss: 1.9180, acc: 0.9125
(TESTING) task: 9, epoch: 19/30, loss: 1.9149, acc: 0.9148
(TESTING) task: 9, epoch: 19/30, loss: 1.9078, acc: 0.9219
(TESTING) task: 9, epoch: 19/30, loss: 1.9085, acc: 0.9231
(TESTING) task: 9, epoch: 19/30, loss: 1.9087, acc: 0.9286
(TESTING) task: 9, epoch: 19/30, loss: 1.9115, acc: 0.9333
(TESTING) task: 9, epoch: 19/30, loss: 1.9085, acc: 0.9336
(TESTING) task: 9, epoch: 19/30, loss: 1.9007, acc: 0.9375
(TESTING) task: 9, epoch: 19/30, loss: 1.9029, acc: 0.9375
(TESTING) task: 9, epoch: 19/30, loss: 1.9042, acc: 0.9342
(TESTING) task: 9, epoch: 19/30, loss: 1.9035, acc: 0.9375
(TESTING) task: 9, epoch: 19/30, loss: 1.9040, acc: 0.9405
(TESTING) task: 9, epoch: 19/30, loss: 1.9028, acc: 0.9432
(TESTING) task: 9, epoch: 19/30, loss: 1.8983, acc: 0.9457
(TESTING) task: 9, epoch: 19/30, loss: 1.8973, acc: 0.9479
(TESTING) task: 9, epoch: 19/30, loss: 1.8977, acc: 0.9450
(TESTING) task: 9, epoch: 19/30, loss: 1.8964, acc: 0.9447
(TESTING) task: 9, epoch: 19/30, loss: 1.8971, acc: 0.9444
(TESTING) task: 9, epoch: 19/30, loss: 1.9003, acc: 0.9420
(TESTING) task: 9, epoch: 19/30, loss: 1.8983, acc: 0.9440
(TESTING) task: 9, epoch: 19/30, loss: 1.9018, acc: 0.9458
(TESTING) task: 9, epoch: 19/30, loss: 1.9020, acc: 0.9476
(TESTING) task: 9, epoch: 19/30, loss: 1.9006, acc: 0.9492
(TESTING) task: 9, epoch: 19/30, loss: 1.8975, acc: 0.9508
(TESTING) task: 9, epoch: 19/30, loss: 1.8986, acc: 0.9485
(TESTING) task: 9, epoch: 19/30, loss: 1.8987, acc: 0.9500
(TESTING) task: 9, epoch: 19/30, loss: 1.8973, acc: 0.9497
(TESTING) task: 9, epoch: 19/30, loss: 1.8965, acc: 0.9510
(TESTING) task: 9, epoch: 19/30, loss: 1.8943, acc: 0.9523
(TESTING) task: 9, epoch: 19/30, loss: 1.8922, acc: 0.9535
(TESTING) task: 9, epoch: 19/30, loss: 1.8930, acc: 0.9516
(TESTING) task: 9, epoch: 19/30, loss: 1.8921, acc: 0.9527
(TESTING) task: 9, epoch: 19/30, loss: 1.8919, acc: 0.9524
(TESTING) task: 9, epoch: 19/30, loss: 1.8914, acc: 0.9520
(TESTING) task: 9, epoch: 19/30, loss: 1.8925, acc: 0.9517
(TESTING) task: 9, epoch: 19/30, loss: 1.8921, acc: 0.9514
(TESTING) task: 9, epoch: 19/30, loss: 1.8927, acc: 0.9524
(TESTING) task: 9, epoch: 19/30, loss: 1.8926, acc: 0.9521
(TESTING) task: 9, epoch: 19/30, loss: 1.8938, acc: 0.9505
(TESTING) task: 9, epoch: 19/30, loss: 1.8942, acc: 0.9515
(TESTING) task: 9, epoch: 19/30, loss: 1.8952, acc: 0.9525
(TESTING) task: 9, epoch: 19/30, loss: 1.8944, acc: 0.9534
(TESTING) task: 9, epoch: 19/30, loss: 1.8950, acc: 0.9531
(TESTING) task: 9, epoch: 19/30, loss: 1.8941, acc: 0.9540
(TESTING) task: 9, epoch: 19/30, loss: 1.8948, acc: 0.9537
(TESTING) task: 9, epoch: 19/30, loss: 1.8936, acc: 0.9534
(TESTING) task: 9, epoch: 19/30, loss: 1.8926, acc: 0.9542
(TESTING) task: 9, epoch: 19/30, loss: 1.8927, acc: 0.9539
(TESTING) task: 9, epoch: 19/30, loss: 1.8920, acc: 0.9547
(TESTING) task: 9, epoch: 19/30, loss: 1.8913, acc: 0.9555
(TESTING) task: 9, epoch: 19/30, loss: 1.8905, acc: 0.9563
(TESTING) task: 9, epoch: 19/30, loss: 1.8894, acc: 0.9570
(TESTING) task: 9, epoch: 19/30, loss: 1.8883, acc: 0.9577
(TESTING) task: 9, epoch: 19/30, loss: 1.8891, acc: 0.9563
(TRAINING) task: 9, epoch: 20/30, loss: 1.8787, acc: 0.9727
(TRAINING) task: 9, epoch: 20/30, loss: 1.8760, acc: 0.9688
(TRAINING) task: 9, epoch: 20/30, loss: 1.8735, acc: 0.9674
(TRAINING) task: 9, epoch: 20/30, loss: 1.8782, acc: 0.9570
(TRAINING) task: 9, epoch: 20/30, loss: 1.8765, acc: 0.9586
(TRAINING) task: 9, epoch: 20/30, loss: 1.8748, acc: 0.9616
(TRAINING) task: 9, epoch: 20/30, loss: 1.8764, acc: 0.9604
(TRAINING) task: 9, epoch: 20/30, loss: 1.8775, acc: 0.9609
(TRAINING) task: 9, epoch: 20/30, loss: 1.8783, acc: 0.9614
(TRAINING) task: 9, epoch: 20/30, loss: 1.8803, acc: 0.9609
(TRAINING) task: 9, epoch: 20/30, loss: 1.8808, acc: 0.9602
(TRAINING) task: 9, epoch: 20/30, loss: 1.8774, acc: 0.9626
(TRAINING) task: 9, epoch: 20/30, loss: 1.8772, acc: 0.9636
(TRAINING) task: 9, epoch: 20/30, loss: 1.8763, acc: 0.9643
(TRAINING) task: 9, epoch: 20/30, loss: 1.8763, acc: 0.9651
(TRAINING) task: 9, epoch: 20/30, loss: 1.8763, acc: 0.9651
(TRAINING) task: 9, epoch: 20/30, loss: 1.8766, acc: 0.9648
(TRAINING) task: 9, epoch: 20/30, loss: 1.8757, acc: 0.9644
(TRAINING) task: 9, epoch: 20/30, loss: 1.8757, acc: 0.9642
(TRAINING) task: 9, epoch: 20/30, loss: 1.8739, acc: 0.9645
(TESTING) task: 9, epoch: 20/30, loss: 1.9342, acc: 0.9375
(TESTING) task: 9, epoch: 20/30, loss: 1.9028, acc: 0.9688
(TESTING) task: 9, epoch: 20/30, loss: 1.8855, acc: 0.9583
(TESTING) task: 9, epoch: 20/30, loss: 1.9082, acc: 0.9375
(TESTING) task: 9, epoch: 20/30, loss: 1.8943, acc: 0.9500
(TESTING) task: 9, epoch: 20/30, loss: 1.8814, acc: 0.9583
(TESTING) task: 9, epoch: 20/30, loss: 1.8826, acc: 0.9464
(TESTING) task: 9, epoch: 20/30, loss: 1.8800, acc: 0.9531
(TESTING) task: 9, epoch: 20/30, loss: 1.8895, acc: 0.9375
(TESTING) task: 9, epoch: 20/30, loss: 1.8888, acc: 0.9375
(TESTING) task: 9, epoch: 20/30, loss: 1.8868, acc: 0.9375
(TESTING) task: 9, epoch: 20/30, loss: 1.8889, acc: 0.9323
(TESTING) task: 9, epoch: 20/30, loss: 1.8876, acc: 0.9327
(TESTING) task: 9, epoch: 20/30, loss: 1.8826, acc: 0.9375
(TESTING) task: 9, epoch: 20/30, loss: 1.8868, acc: 0.9417
(TESTING) task: 9, epoch: 20/30, loss: 1.8875, acc: 0.9453
(TESTING) task: 9, epoch: 20/30, loss: 1.8859, acc: 0.9449
(TESTING) task: 9, epoch: 20/30, loss: 1.8878, acc: 0.9410
(TESTING) task: 9, epoch: 20/30, loss: 1.8904, acc: 0.9408
(TESTING) task: 9, epoch: 20/30, loss: 1.8878, acc: 0.9437
(TESTING) task: 9, epoch: 20/30, loss: 1.8869, acc: 0.9464
(TESTING) task: 9, epoch: 20/30, loss: 1.8841, acc: 0.9489
(TESTING) task: 9, epoch: 20/30, loss: 1.8838, acc: 0.9511
(TESTING) task: 9, epoch: 20/30, loss: 1.8850, acc: 0.9479
(TESTING) task: 9, epoch: 20/30, loss: 1.8824, acc: 0.9500
(TESTING) task: 9, epoch: 20/30, loss: 1.8826, acc: 0.9519
(TESTING) task: 9, epoch: 20/30, loss: 1.8828, acc: 0.9537
(TESTING) task: 9, epoch: 20/30, loss: 1.8830, acc: 0.9554
(TESTING) task: 9, epoch: 20/30, loss: 1.8813, acc: 0.9547
(TESTING) task: 9, epoch: 20/30, loss: 1.8816, acc: 0.9563
(TESTING) task: 9, epoch: 20/30, loss: 1.8824, acc: 0.9577
(TESTING) task: 9, epoch: 20/30, loss: 1.8821, acc: 0.9590
(TESTING) task: 9, epoch: 20/30, loss: 1.8820, acc: 0.9602
(TESTING) task: 9, epoch: 20/30, loss: 1.8829, acc: 0.9596
(TESTING) task: 9, epoch: 20/30, loss: 1.8826, acc: 0.9607
(TESTING) task: 9, epoch: 20/30, loss: 1.8849, acc: 0.9618
(TESTING) task: 9, epoch: 20/30, loss: 1.8830, acc: 0.9611
(TESTING) task: 9, epoch: 20/30, loss: 1.8809, acc: 0.9622
(TESTING) task: 9, epoch: 20/30, loss: 1.8791, acc: 0.9615
(TESTING) task: 9, epoch: 20/30, loss: 1.8793, acc: 0.9578
(TESTING) task: 9, epoch: 20/30, loss: 1.8814, acc: 0.9573
(TESTING) task: 9, epoch: 20/30, loss: 1.8803, acc: 0.9583
(TESTING) task: 9, epoch: 20/30, loss: 1.8800, acc: 0.9578
(TESTING) task: 9, epoch: 20/30, loss: 1.8811, acc: 0.9574
(TESTING) task: 9, epoch: 20/30, loss: 1.8802, acc: 0.9569
(TESTING) task: 9, epoch: 20/30, loss: 1.8808, acc: 0.9565
(TESTING) task: 9, epoch: 20/30, loss: 1.8816, acc: 0.9548
(TESTING) task: 9, epoch: 20/30, loss: 1.8817, acc: 0.9544
(TESTING) task: 9, epoch: 20/30, loss: 1.8821, acc: 0.9541
(TESTING) task: 9, epoch: 20/30, loss: 1.8829, acc: 0.9513
(TESTING) task: 9, epoch: 20/30, loss: 1.8821, acc: 0.9510
(TESTING) task: 9, epoch: 20/30, loss: 1.8802, acc: 0.9519
(TESTING) task: 9, epoch: 20/30, loss: 1.8791, acc: 0.9528
(TESTING) task: 9, epoch: 20/30, loss: 1.8787, acc: 0.9537
(TESTING) task: 9, epoch: 20/30, loss: 1.8771, acc: 0.9534
(TESTING) task: 9, epoch: 20/30, loss: 1.8763, acc: 0.9542
(TESTING) task: 9, epoch: 20/30, loss: 1.8753, acc: 0.9539
(TESTING) task: 9, epoch: 20/30, loss: 1.8761, acc: 0.9537
(TESTING) task: 9, epoch: 20/30, loss: 1.8756, acc: 0.9544
(TESTING) task: 9, epoch: 20/30, loss: 1.8754, acc: 0.9552
(TESTING) task: 9, epoch: 20/30, loss: 1.8756, acc: 0.9539
(TESTING) task: 9, epoch: 20/30, loss: 1.8767, acc: 0.9526
(TESTING) task: 9, epoch: 20/30, loss: 1.8781, acc: 0.9514
(TRAINING) task: 9, epoch: 21/30, loss: 1.8634, acc: 0.9727
(TRAINING) task: 9, epoch: 21/30, loss: 1.8528, acc: 0.9727
(TRAINING) task: 9, epoch: 21/30, loss: 1.8592, acc: 0.9701
(TRAINING) task: 9, epoch: 21/30, loss: 1.8580, acc: 0.9688
(TRAINING) task: 9, epoch: 21/30, loss: 1.8657, acc: 0.9656
(TRAINING) task: 9, epoch: 21/30, loss: 1.8648, acc: 0.9681
(TRAINING) task: 9, epoch: 21/30, loss: 1.8661, acc: 0.9665
(TRAINING) task: 9, epoch: 21/30, loss: 1.8657, acc: 0.9648
(TRAINING) task: 9, epoch: 21/30, loss: 1.8639, acc: 0.9661
(TRAINING) task: 9, epoch: 21/30, loss: 1.8667, acc: 0.9637
(TRAINING) task: 9, epoch: 21/30, loss: 1.8667, acc: 0.9631
(TRAINING) task: 9, epoch: 21/30, loss: 1.8670, acc: 0.9632
(TRAINING) task: 9, epoch: 21/30, loss: 1.8659, acc: 0.9627
(TRAINING) task: 9, epoch: 21/30, loss: 1.8657, acc: 0.9615
(TRAINING) task: 9, epoch: 21/30, loss: 1.8663, acc: 0.9617
(TRAINING) task: 9, epoch: 21/30, loss: 1.8650, acc: 0.9624
(TRAINING) task: 9, epoch: 21/30, loss: 1.8648, acc: 0.9616
(TRAINING) task: 9, epoch: 21/30, loss: 1.8646, acc: 0.9614
(TRAINING) task: 9, epoch: 21/30, loss: 1.8631, acc: 0.9613
(TRAINING) task: 9, epoch: 21/30, loss: 1.8631, acc: 0.9622
(TESTING) task: 9, epoch: 21/30, loss: 1.8680, acc: 0.8750
(TESTING) task: 9, epoch: 21/30, loss: 1.8418, acc: 0.9375
(TESTING) task: 9, epoch: 21/30, loss: 1.8712, acc: 0.9375
(TESTING) task: 9, epoch: 21/30, loss: 1.8539, acc: 0.9375
(TESTING) task: 9, epoch: 21/30, loss: 1.8541, acc: 0.9500
(TESTING) task: 9, epoch: 21/30, loss: 1.8573, acc: 0.9583
(TESTING) task: 9, epoch: 21/30, loss: 1.8749, acc: 0.9643
(TESTING) task: 9, epoch: 21/30, loss: 1.8748, acc: 0.9609
(TESTING) task: 9, epoch: 21/30, loss: 1.8645, acc: 0.9653
(TESTING) task: 9, epoch: 21/30, loss: 1.8634, acc: 0.9688
(TESTING) task: 9, epoch: 21/30, loss: 1.8616, acc: 0.9716
(TESTING) task: 9, epoch: 21/30, loss: 1.8558, acc: 0.9688
(TESTING) task: 9, epoch: 21/30, loss: 1.8578, acc: 0.9615
(TESTING) task: 9, epoch: 21/30, loss: 1.8566, acc: 0.9598
(TESTING) task: 9, epoch: 21/30, loss: 1.8557, acc: 0.9583
(TESTING) task: 9, epoch: 21/30, loss: 1.8553, acc: 0.9609
(TESTING) task: 9, epoch: 21/30, loss: 1.8520, acc: 0.9632
(TESTING) task: 9, epoch: 21/30, loss: 1.8550, acc: 0.9618
(TESTING) task: 9, epoch: 21/30, loss: 1.8562, acc: 0.9605
(TESTING) task: 9, epoch: 21/30, loss: 1.8578, acc: 0.9594
(TESTING) task: 9, epoch: 21/30, loss: 1.8611, acc: 0.9613
(TESTING) task: 9, epoch: 21/30, loss: 1.8609, acc: 0.9602
(TESTING) task: 9, epoch: 21/30, loss: 1.8615, acc: 0.9565
(TESTING) task: 9, epoch: 21/30, loss: 1.8607, acc: 0.9557
(TESTING) task: 9, epoch: 21/30, loss: 1.8638, acc: 0.9525
(TESTING) task: 9, epoch: 21/30, loss: 1.8656, acc: 0.9495
(TESTING) task: 9, epoch: 21/30, loss: 1.8635, acc: 0.9514
(TESTING) task: 9, epoch: 21/30, loss: 1.8622, acc: 0.9509
(TESTING) task: 9, epoch: 21/30, loss: 1.8641, acc: 0.9526
(TESTING) task: 9, epoch: 21/30, loss: 1.8645, acc: 0.9521
(TESTING) task: 9, epoch: 21/30, loss: 1.8624, acc: 0.9536
(TESTING) task: 9, epoch: 21/30, loss: 1.8619, acc: 0.9551
(TESTING) task: 9, epoch: 21/30, loss: 1.8632, acc: 0.9545
(TESTING) task: 9, epoch: 21/30, loss: 1.8627, acc: 0.9559
(TESTING) task: 9, epoch: 21/30, loss: 1.8639, acc: 0.9554
(TESTING) task: 9, epoch: 21/30, loss: 1.8633, acc: 0.9549
(TESTING) task: 9, epoch: 21/30, loss: 1.8633, acc: 0.9527
(TESTING) task: 9, epoch: 21/30, loss: 1.8630, acc: 0.9539
(TESTING) task: 9, epoch: 21/30, loss: 1.8625, acc: 0.9551
(TESTING) task: 9, epoch: 21/30, loss: 1.8615, acc: 0.9563
(TESTING) task: 9, epoch: 21/30, loss: 1.8614, acc: 0.9558
(TESTING) task: 9, epoch: 21/30, loss: 1.8625, acc: 0.9554
(TESTING) task: 9, epoch: 21/30, loss: 1.8629, acc: 0.9535
(TESTING) task: 9, epoch: 21/30, loss: 1.8630, acc: 0.9545
(TESTING) task: 9, epoch: 21/30, loss: 1.8624, acc: 0.9542
(TESTING) task: 9, epoch: 21/30, loss: 1.8620, acc: 0.9538
(TESTING) task: 9, epoch: 21/30, loss: 1.8627, acc: 0.9535
(TESTING) task: 9, epoch: 21/30, loss: 1.8618, acc: 0.9544
(TESTING) task: 9, epoch: 21/30, loss: 1.8608, acc: 0.9554
(TESTING) task: 9, epoch: 21/30, loss: 1.8608, acc: 0.9537
(TESTING) task: 9, epoch: 21/30, loss: 1.8619, acc: 0.9547
(TESTING) task: 9, epoch: 21/30, loss: 1.8629, acc: 0.9543
(TESTING) task: 9, epoch: 21/30, loss: 1.8638, acc: 0.9540
(TESTING) task: 9, epoch: 21/30, loss: 1.8618, acc: 0.9537
(TESTING) task: 9, epoch: 21/30, loss: 1.8616, acc: 0.9545
(TESTING) task: 9, epoch: 21/30, loss: 1.8627, acc: 0.9542
(TESTING) task: 9, epoch: 21/30, loss: 1.8625, acc: 0.9550
(TESTING) task: 9, epoch: 21/30, loss: 1.8624, acc: 0.9547
(TESTING) task: 9, epoch: 21/30, loss: 1.8620, acc: 0.9555
(TESTING) task: 9, epoch: 21/30, loss: 1.8629, acc: 0.9563
(TESTING) task: 9, epoch: 21/30, loss: 1.8641, acc: 0.9539
(TESTING) task: 9, epoch: 21/30, loss: 1.8645, acc: 0.9526
(TESTING) task: 9, epoch: 21/30, loss: 1.8628, acc: 0.9534
(TRAINING) task: 9, epoch: 22/30, loss: 1.8624, acc: 0.9570
(TRAINING) task: 9, epoch: 22/30, loss: 1.8594, acc: 0.9609
(TRAINING) task: 9, epoch: 22/30, loss: 1.8543, acc: 0.9622
(TRAINING) task: 9, epoch: 22/30, loss: 1.8574, acc: 0.9590
(TRAINING) task: 9, epoch: 22/30, loss: 1.8543, acc: 0.9625
(TRAINING) task: 9, epoch: 22/30, loss: 1.8537, acc: 0.9616
(TRAINING) task: 9, epoch: 22/30, loss: 1.8533, acc: 0.9626
(TRAINING) task: 9, epoch: 22/30, loss: 1.8546, acc: 0.9619
(TRAINING) task: 9, epoch: 22/30, loss: 1.8526, acc: 0.9635
(TRAINING) task: 9, epoch: 22/30, loss: 1.8502, acc: 0.9641
(TRAINING) task: 9, epoch: 22/30, loss: 1.8496, acc: 0.9638
(TRAINING) task: 9, epoch: 22/30, loss: 1.8484, acc: 0.9642
(TRAINING) task: 9, epoch: 22/30, loss: 1.8474, acc: 0.9657
(TRAINING) task: 9, epoch: 22/30, loss: 1.8462, acc: 0.9657
(TRAINING) task: 9, epoch: 22/30, loss: 1.8464, acc: 0.9659
(TRAINING) task: 9, epoch: 22/30, loss: 1.8460, acc: 0.9661
(TRAINING) task: 9, epoch: 22/30, loss: 1.8454, acc: 0.9662
(TRAINING) task: 9, epoch: 22/30, loss: 1.8466, acc: 0.9651
(TRAINING) task: 9, epoch: 22/30, loss: 1.8464, acc: 0.9653
(TRAINING) task: 9, epoch: 22/30, loss: 1.8463, acc: 0.9663
(TESTING) task: 9, epoch: 22/30, loss: 1.7895, acc: 1.0000
(TESTING) task: 9, epoch: 22/30, loss: 1.8051, acc: 1.0000
(TESTING) task: 9, epoch: 22/30, loss: 1.7994, acc: 0.9792
(TESTING) task: 9, epoch: 22/30, loss: 1.8236, acc: 0.9688
(TESTING) task: 9, epoch: 22/30, loss: 1.8147, acc: 0.9625
(TESTING) task: 9, epoch: 22/30, loss: 1.8184, acc: 0.9583
(TESTING) task: 9, epoch: 22/30, loss: 1.8311, acc: 0.9554
(TESTING) task: 9, epoch: 22/30, loss: 1.8448, acc: 0.9453
(TESTING) task: 9, epoch: 22/30, loss: 1.8452, acc: 0.9514
(TESTING) task: 9, epoch: 22/30, loss: 1.8513, acc: 0.9375
(TESTING) task: 9, epoch: 22/30, loss: 1.8501, acc: 0.9432
(TESTING) task: 9, epoch: 22/30, loss: 1.8427, acc: 0.9479
(TESTING) task: 9, epoch: 22/30, loss: 1.8509, acc: 0.9375
(TESTING) task: 9, epoch: 22/30, loss: 1.8538, acc: 0.9375
(TESTING) task: 9, epoch: 22/30, loss: 1.8532, acc: 0.9417
(TESTING) task: 9, epoch: 22/30, loss: 1.8570, acc: 0.9414
(TESTING) task: 9, epoch: 22/30, loss: 1.8627, acc: 0.9338
(TESTING) task: 9, epoch: 22/30, loss: 1.8629, acc: 0.9375
(TESTING) task: 9, epoch: 22/30, loss: 1.8590, acc: 0.9408
(TESTING) task: 9, epoch: 22/30, loss: 1.8611, acc: 0.9375
(TESTING) task: 9, epoch: 22/30, loss: 1.8643, acc: 0.9405
(TESTING) task: 9, epoch: 22/30, loss: 1.8647, acc: 0.9403
(TESTING) task: 9, epoch: 22/30, loss: 1.8610, acc: 0.9402
(TESTING) task: 9, epoch: 22/30, loss: 1.8578, acc: 0.9427
(TESTING) task: 9, epoch: 22/30, loss: 1.8592, acc: 0.9400
(TESTING) task: 9, epoch: 22/30, loss: 1.8585, acc: 0.9423
(TESTING) task: 9, epoch: 22/30, loss: 1.8547, acc: 0.9421
(TESTING) task: 9, epoch: 22/30, loss: 1.8563, acc: 0.9397
(TESTING) task: 9, epoch: 22/30, loss: 1.8548, acc: 0.9418
(TESTING) task: 9, epoch: 22/30, loss: 1.8560, acc: 0.9437
(TESTING) task: 9, epoch: 22/30, loss: 1.8561, acc: 0.9435
(TESTING) task: 9, epoch: 22/30, loss: 1.8576, acc: 0.9414
(TESTING) task: 9, epoch: 22/30, loss: 1.8598, acc: 0.9413
(TESTING) task: 9, epoch: 22/30, loss: 1.8600, acc: 0.9412
(TESTING) task: 9, epoch: 22/30, loss: 1.8583, acc: 0.9429
(TESTING) task: 9, epoch: 22/30, loss: 1.8579, acc: 0.9444
(TESTING) task: 9, epoch: 22/30, loss: 1.8582, acc: 0.9426
(TESTING) task: 9, epoch: 22/30, loss: 1.8571, acc: 0.9441
(TESTING) task: 9, epoch: 22/30, loss: 1.8564, acc: 0.9455
(TESTING) task: 9, epoch: 22/30, loss: 1.8548, acc: 0.9469
(TESTING) task: 9, epoch: 22/30, loss: 1.8567, acc: 0.9466
(TESTING) task: 9, epoch: 22/30, loss: 1.8556, acc: 0.9449
(TESTING) task: 9, epoch: 22/30, loss: 1.8550, acc: 0.9448
(TESTING) task: 9, epoch: 22/30, loss: 1.8543, acc: 0.9432
(TESTING) task: 9, epoch: 22/30, loss: 1.8551, acc: 0.9444
(TESTING) task: 9, epoch: 22/30, loss: 1.8529, acc: 0.9443
(TESTING) task: 9, epoch: 22/30, loss: 1.8519, acc: 0.9455
(TESTING) task: 9, epoch: 22/30, loss: 1.8511, acc: 0.9453
(TESTING) task: 9, epoch: 22/30, loss: 1.8511, acc: 0.9452
(TESTING) task: 9, epoch: 22/30, loss: 1.8527, acc: 0.9450
(TESTING) task: 9, epoch: 22/30, loss: 1.8535, acc: 0.9449
(TESTING) task: 9, epoch: 22/30, loss: 1.8536, acc: 0.9459
(TESTING) task: 9, epoch: 22/30, loss: 1.8527, acc: 0.9458
(TESTING) task: 9, epoch: 22/30, loss: 1.8513, acc: 0.9468
(TESTING) task: 9, epoch: 22/30, loss: 1.8509, acc: 0.9477
(TESTING) task: 9, epoch: 22/30, loss: 1.8501, acc: 0.9475
(TESTING) task: 9, epoch: 22/30, loss: 1.8498, acc: 0.9485
(TESTING) task: 9, epoch: 22/30, loss: 1.8504, acc: 0.9483
(TESTING) task: 9, epoch: 22/30, loss: 1.8487, acc: 0.9492
(TESTING) task: 9, epoch: 22/30, loss: 1.8481, acc: 0.9490
(TESTING) task: 9, epoch: 22/30, loss: 1.8489, acc: 0.9498
(TESTING) task: 9, epoch: 22/30, loss: 1.8494, acc: 0.9506
(TESTING) task: 9, epoch: 22/30, loss: 1.8512, acc: 0.9514
(TRAINING) task: 9, epoch: 23/30, loss: 1.8410, acc: 0.9648
(TRAINING) task: 9, epoch: 23/30, loss: 1.8389, acc: 0.9746
(TRAINING) task: 9, epoch: 23/30, loss: 1.8355, acc: 0.9766
(TRAINING) task: 9, epoch: 23/30, loss: 1.8404, acc: 0.9736
(TRAINING) task: 9, epoch: 23/30, loss: 1.8372, acc: 0.9734
(TRAINING) task: 9, epoch: 23/30, loss: 1.8362, acc: 0.9733
(TRAINING) task: 9, epoch: 23/30, loss: 1.8365, acc: 0.9715
(TRAINING) task: 9, epoch: 23/30, loss: 1.8341, acc: 0.9697
(TRAINING) task: 9, epoch: 23/30, loss: 1.8342, acc: 0.9709
(TRAINING) task: 9, epoch: 23/30, loss: 1.8343, acc: 0.9695
(TRAINING) task: 9, epoch: 23/30, loss: 1.8365, acc: 0.9670
(TRAINING) task: 9, epoch: 23/30, loss: 1.8350, acc: 0.9671
(TRAINING) task: 9, epoch: 23/30, loss: 1.8358, acc: 0.9642
(TRAINING) task: 9, epoch: 23/30, loss: 1.8366, acc: 0.9634
(TRAINING) task: 9, epoch: 23/30, loss: 1.8356, acc: 0.9633
(TRAINING) task: 9, epoch: 23/30, loss: 1.8347, acc: 0.9631
(TRAINING) task: 9, epoch: 23/30, loss: 1.8350, acc: 0.9628
(TRAINING) task: 9, epoch: 23/30, loss: 1.8357, acc: 0.9622
(TRAINING) task: 9, epoch: 23/30, loss: 1.8352, acc: 0.9624
(TRAINING) task: 9, epoch: 23/30, loss: 1.8347, acc: 0.9624
(TESTING) task: 9, epoch: 23/30, loss: 1.7681, acc: 0.9375
(TESTING) task: 9, epoch: 23/30, loss: 1.8115, acc: 0.9688
(TESTING) task: 9, epoch: 23/30, loss: 1.8091, acc: 0.9583
(TESTING) task: 9, epoch: 23/30, loss: 1.7972, acc: 0.9531
(TESTING) task: 9, epoch: 23/30, loss: 1.8056, acc: 0.9500
(TESTING) task: 9, epoch: 23/30, loss: 1.8141, acc: 0.9479
(TESTING) task: 9, epoch: 23/30, loss: 1.8221, acc: 0.9554
(TESTING) task: 9, epoch: 23/30, loss: 1.8239, acc: 0.9609
(TESTING) task: 9, epoch: 23/30, loss: 1.8342, acc: 0.9583
(TESTING) task: 9, epoch: 23/30, loss: 1.8324, acc: 0.9563
(TESTING) task: 9, epoch: 23/30, loss: 1.8313, acc: 0.9602
(TESTING) task: 9, epoch: 23/30, loss: 1.8324, acc: 0.9583
(TESTING) task: 9, epoch: 23/30, loss: 1.8327, acc: 0.9567
(TESTING) task: 9, epoch: 23/30, loss: 1.8336, acc: 0.9464
(TESTING) task: 9, epoch: 23/30, loss: 1.8351, acc: 0.9458
(TESTING) task: 9, epoch: 23/30, loss: 1.8326, acc: 0.9492
(TESTING) task: 9, epoch: 23/30, loss: 1.8310, acc: 0.9485
(TESTING) task: 9, epoch: 23/30, loss: 1.8362, acc: 0.9444
(TESTING) task: 9, epoch: 23/30, loss: 1.8368, acc: 0.9441
(TESTING) task: 9, epoch: 23/30, loss: 1.8364, acc: 0.9469
(TESTING) task: 9, epoch: 23/30, loss: 1.8371, acc: 0.9464
(TESTING) task: 9, epoch: 23/30, loss: 1.8385, acc: 0.9460
(TESTING) task: 9, epoch: 23/30, loss: 1.8380, acc: 0.9484
(TESTING) task: 9, epoch: 23/30, loss: 1.8368, acc: 0.9479
(TESTING) task: 9, epoch: 23/30, loss: 1.8352, acc: 0.9500
(TESTING) task: 9, epoch: 23/30, loss: 1.8376, acc: 0.9471
(TESTING) task: 9, epoch: 23/30, loss: 1.8332, acc: 0.9491
(TESTING) task: 9, epoch: 23/30, loss: 1.8334, acc: 0.9509
(TESTING) task: 9, epoch: 23/30, loss: 1.8315, acc: 0.9526
(TESTING) task: 9, epoch: 23/30, loss: 1.8327, acc: 0.9500
(TESTING) task: 9, epoch: 23/30, loss: 1.8347, acc: 0.9496
(TESTING) task: 9, epoch: 23/30, loss: 1.8339, acc: 0.9512
(TESTING) task: 9, epoch: 23/30, loss: 1.8349, acc: 0.9508
(TESTING) task: 9, epoch: 23/30, loss: 1.8358, acc: 0.9522
(TESTING) task: 9, epoch: 23/30, loss: 1.8349, acc: 0.9536
(TESTING) task: 9, epoch: 23/30, loss: 1.8359, acc: 0.9549
(TESTING) task: 9, epoch: 23/30, loss: 1.8354, acc: 0.9561
(TESTING) task: 9, epoch: 23/30, loss: 1.8364, acc: 0.9572
(TESTING) task: 9, epoch: 23/30, loss: 1.8363, acc: 0.9583
(TESTING) task: 9, epoch: 23/30, loss: 1.8367, acc: 0.9594
(TESTING) task: 9, epoch: 23/30, loss: 1.8365, acc: 0.9588
(TESTING) task: 9, epoch: 23/30, loss: 1.8358, acc: 0.9598
(TESTING) task: 9, epoch: 23/30, loss: 1.8368, acc: 0.9578
(TESTING) task: 9, epoch: 23/30, loss: 1.8336, acc: 0.9588
(TESTING) task: 9, epoch: 23/30, loss: 1.8321, acc: 0.9597
(TESTING) task: 9, epoch: 23/30, loss: 1.8326, acc: 0.9606
(TESTING) task: 9, epoch: 23/30, loss: 1.8338, acc: 0.9588
(TESTING) task: 9, epoch: 23/30, loss: 1.8347, acc: 0.9583
(TESTING) task: 9, epoch: 23/30, loss: 1.8366, acc: 0.9566
(TESTING) task: 9, epoch: 23/30, loss: 1.8381, acc: 0.9563
(TESTING) task: 9, epoch: 23/30, loss: 1.8368, acc: 0.9571
(TESTING) task: 9, epoch: 23/30, loss: 1.8379, acc: 0.9567
(TESTING) task: 9, epoch: 23/30, loss: 1.8393, acc: 0.9564
(TESTING) task: 9, epoch: 23/30, loss: 1.8392, acc: 0.9572
(TESTING) task: 9, epoch: 23/30, loss: 1.8401, acc: 0.9545
(TESTING) task: 9, epoch: 23/30, loss: 1.8407, acc: 0.9542
(TESTING) task: 9, epoch: 23/30, loss: 1.8416, acc: 0.9539
(TESTING) task: 9, epoch: 23/30, loss: 1.8405, acc: 0.9547
(TESTING) task: 9, epoch: 23/30, loss: 1.8411, acc: 0.9544
(TESTING) task: 9, epoch: 23/30, loss: 1.8417, acc: 0.9542
(TESTING) task: 9, epoch: 23/30, loss: 1.8429, acc: 0.9549
(TESTING) task: 9, epoch: 23/30, loss: 1.8431, acc: 0.9546
(TESTING) task: 9, epoch: 23/30, loss: 1.8418, acc: 0.9534
(TRAINING) task: 9, epoch: 24/30, loss: 1.8325, acc: 0.9727
(TRAINING) task: 9, epoch: 24/30, loss: 1.8273, acc: 0.9609
(TRAINING) task: 9, epoch: 24/30, loss: 1.8341, acc: 0.9583
(TRAINING) task: 9, epoch: 24/30, loss: 1.8400, acc: 0.9512
(TRAINING) task: 9, epoch: 24/30, loss: 1.8379, acc: 0.9570
(TRAINING) task: 9, epoch: 24/30, loss: 1.8331, acc: 0.9603
(TRAINING) task: 9, epoch: 24/30, loss: 1.8316, acc: 0.9621
(TRAINING) task: 9, epoch: 24/30, loss: 1.8279, acc: 0.9644
(TRAINING) task: 9, epoch: 24/30, loss: 1.8258, acc: 0.9622
(TRAINING) task: 9, epoch: 24/30, loss: 1.8282, acc: 0.9629
(TRAINING) task: 9, epoch: 24/30, loss: 1.8259, acc: 0.9638
(TRAINING) task: 9, epoch: 24/30, loss: 1.8264, acc: 0.9629
(TRAINING) task: 9, epoch: 24/30, loss: 1.8249, acc: 0.9633
(TRAINING) task: 9, epoch: 24/30, loss: 1.8252, acc: 0.9632
(TRAINING) task: 9, epoch: 24/30, loss: 1.8246, acc: 0.9641
(TRAINING) task: 9, epoch: 24/30, loss: 1.8233, acc: 0.9646
(TRAINING) task: 9, epoch: 24/30, loss: 1.8237, acc: 0.9648
(TRAINING) task: 9, epoch: 24/30, loss: 1.8252, acc: 0.9646
(TRAINING) task: 9, epoch: 24/30, loss: 1.8247, acc: 0.9650
(TRAINING) task: 9, epoch: 24/30, loss: 1.8235, acc: 0.9646
(TESTING) task: 9, epoch: 24/30, loss: 1.8335, acc: 0.9375
(TESTING) task: 9, epoch: 24/30, loss: 1.8635, acc: 0.9375
(TESTING) task: 9, epoch: 24/30, loss: 1.8783, acc: 0.9375
(TESTING) task: 9, epoch: 24/30, loss: 1.8620, acc: 0.9375
(TESTING) task: 9, epoch: 24/30, loss: 1.8373, acc: 0.9500
(TESTING) task: 9, epoch: 24/30, loss: 1.8310, acc: 0.9583
(TESTING) task: 9, epoch: 24/30, loss: 1.8257, acc: 0.9554
(TESTING) task: 9, epoch: 24/30, loss: 1.8240, acc: 0.9609
(TESTING) task: 9, epoch: 24/30, loss: 1.8240, acc: 0.9653
(TESTING) task: 9, epoch: 24/30, loss: 1.8306, acc: 0.9625
(TESTING) task: 9, epoch: 24/30, loss: 1.8298, acc: 0.9602
(TESTING) task: 9, epoch: 24/30, loss: 1.8325, acc: 0.9583
(TESTING) task: 9, epoch: 24/30, loss: 1.8365, acc: 0.9519
(TESTING) task: 9, epoch: 24/30, loss: 1.8390, acc: 0.9464
(TESTING) task: 9, epoch: 24/30, loss: 1.8427, acc: 0.9417
(TESTING) task: 9, epoch: 24/30, loss: 1.8377, acc: 0.9414
(TESTING) task: 9, epoch: 24/30, loss: 1.8368, acc: 0.9449
(TESTING) task: 9, epoch: 24/30, loss: 1.8374, acc: 0.9479
(TESTING) task: 9, epoch: 24/30, loss: 1.8377, acc: 0.9507
(TESTING) task: 9, epoch: 24/30, loss: 1.8388, acc: 0.9500
(TESTING) task: 9, epoch: 24/30, loss: 1.8375, acc: 0.9524
(TESTING) task: 9, epoch: 24/30, loss: 1.8368, acc: 0.9545
(TESTING) task: 9, epoch: 24/30, loss: 1.8363, acc: 0.9538
(TESTING) task: 9, epoch: 24/30, loss: 1.8344, acc: 0.9557
(TESTING) task: 9, epoch: 24/30, loss: 1.8361, acc: 0.9525
(TESTING) task: 9, epoch: 24/30, loss: 1.8334, acc: 0.9543
(TESTING) task: 9, epoch: 24/30, loss: 1.8309, acc: 0.9560
(TESTING) task: 9, epoch: 24/30, loss: 1.8311, acc: 0.9576
(TESTING) task: 9, epoch: 24/30, loss: 1.8303, acc: 0.9591
(TESTING) task: 9, epoch: 24/30, loss: 1.8292, acc: 0.9604
(TESTING) task: 9, epoch: 24/30, loss: 1.8289, acc: 0.9617
(TESTING) task: 9, epoch: 24/30, loss: 1.8304, acc: 0.9609
(TESTING) task: 9, epoch: 24/30, loss: 1.8295, acc: 0.9621
(TESTING) task: 9, epoch: 24/30, loss: 1.8318, acc: 0.9577
(TESTING) task: 9, epoch: 24/30, loss: 1.8332, acc: 0.9589
(TESTING) task: 9, epoch: 24/30, loss: 1.8326, acc: 0.9583
(TESTING) task: 9, epoch: 24/30, loss: 1.8318, acc: 0.9595
(TESTING) task: 9, epoch: 24/30, loss: 1.8313, acc: 0.9589
(TESTING) task: 9, epoch: 24/30, loss: 1.8297, acc: 0.9599
(TESTING) task: 9, epoch: 24/30, loss: 1.8295, acc: 0.9594
(TESTING) task: 9, epoch: 24/30, loss: 1.8303, acc: 0.9604
(TESTING) task: 9, epoch: 24/30, loss: 1.8301, acc: 0.9613
(TESTING) task: 9, epoch: 24/30, loss: 1.8293, acc: 0.9608
(TESTING) task: 9, epoch: 24/30, loss: 1.8297, acc: 0.9616
(TESTING) task: 9, epoch: 24/30, loss: 1.8297, acc: 0.9611
(TESTING) task: 9, epoch: 24/30, loss: 1.8323, acc: 0.9579
(TESTING) task: 9, epoch: 24/30, loss: 1.8323, acc: 0.9574
(TESTING) task: 9, epoch: 24/30, loss: 1.8313, acc: 0.9583
(TESTING) task: 9, epoch: 24/30, loss: 1.8320, acc: 0.9579
(TESTING) task: 9, epoch: 24/30, loss: 1.8304, acc: 0.9587
(TESTING) task: 9, epoch: 24/30, loss: 1.8293, acc: 0.9596
(TESTING) task: 9, epoch: 24/30, loss: 1.8295, acc: 0.9603
(TESTING) task: 9, epoch: 24/30, loss: 1.8294, acc: 0.9611
(TESTING) task: 9, epoch: 24/30, loss: 1.8285, acc: 0.9606
(TESTING) task: 9, epoch: 24/30, loss: 1.8297, acc: 0.9602
(TESTING) task: 9, epoch: 24/30, loss: 1.8298, acc: 0.9609
(TESTING) task: 9, epoch: 24/30, loss: 1.8312, acc: 0.9594
(TESTING) task: 9, epoch: 24/30, loss: 1.8294, acc: 0.9601
(TESTING) task: 9, epoch: 24/30, loss: 1.8302, acc: 0.9597
(TESTING) task: 9, epoch: 24/30, loss: 1.8290, acc: 0.9604
(TESTING) task: 9, epoch: 24/30, loss: 1.8297, acc: 0.9600
(TESTING) task: 9, epoch: 24/30, loss: 1.8288, acc: 0.9607
(TESTING) task: 9, epoch: 24/30, loss: 1.8292, acc: 0.9613
(TRAINING) task: 9, epoch: 25/30, loss: 1.8123, acc: 0.9688
(TRAINING) task: 9, epoch: 25/30, loss: 1.8079, acc: 0.9727
(TRAINING) task: 9, epoch: 25/30, loss: 1.8115, acc: 0.9674
(TRAINING) task: 9, epoch: 25/30, loss: 1.8136, acc: 0.9639
(TRAINING) task: 9, epoch: 25/30, loss: 1.8179, acc: 0.9625
(TRAINING) task: 9, epoch: 25/30, loss: 1.8147, acc: 0.9674
(TRAINING) task: 9, epoch: 25/30, loss: 1.8128, acc: 0.9688
(TRAINING) task: 9, epoch: 25/30, loss: 1.8120, acc: 0.9702
(TRAINING) task: 9, epoch: 25/30, loss: 1.8111, acc: 0.9709
(TRAINING) task: 9, epoch: 25/30, loss: 1.8117, acc: 0.9699
(TRAINING) task: 9, epoch: 25/30, loss: 1.8127, acc: 0.9691
(TRAINING) task: 9, epoch: 25/30, loss: 1.8131, acc: 0.9701
(TRAINING) task: 9, epoch: 25/30, loss: 1.8141, acc: 0.9700
(TRAINING) task: 9, epoch: 25/30, loss: 1.8146, acc: 0.9699
(TRAINING) task: 9, epoch: 25/30, loss: 1.8140, acc: 0.9706
(TRAINING) task: 9, epoch: 25/30, loss: 1.8131, acc: 0.9714
(TRAINING) task: 9, epoch: 25/30, loss: 1.8135, acc: 0.9710
(TRAINING) task: 9, epoch: 25/30, loss: 1.8124, acc: 0.9718
(TRAINING) task: 9, epoch: 25/30, loss: 1.8121, acc: 0.9725
(TRAINING) task: 9, epoch: 25/30, loss: 1.8114, acc: 0.9727
(TESTING) task: 9, epoch: 25/30, loss: 1.7349, acc: 1.0000
(TESTING) task: 9, epoch: 25/30, loss: 1.7663, acc: 1.0000
(TESTING) task: 9, epoch: 25/30, loss: 1.7861, acc: 1.0000
(TESTING) task: 9, epoch: 25/30, loss: 1.7968, acc: 1.0000
(TESTING) task: 9, epoch: 25/30, loss: 1.7997, acc: 1.0000
(TESTING) task: 9, epoch: 25/30, loss: 1.7965, acc: 1.0000
(TESTING) task: 9, epoch: 25/30, loss: 1.8022, acc: 0.9911
(TESTING) task: 9, epoch: 25/30, loss: 1.8077, acc: 0.9844
(TESTING) task: 9, epoch: 25/30, loss: 1.8095, acc: 0.9722
(TESTING) task: 9, epoch: 25/30, loss: 1.8148, acc: 0.9750
(TESTING) task: 9, epoch: 25/30, loss: 1.8159, acc: 0.9773
(TESTING) task: 9, epoch: 25/30, loss: 1.8157, acc: 0.9792
(TESTING) task: 9, epoch: 25/30, loss: 1.8108, acc: 0.9760
(TESTING) task: 9, epoch: 25/30, loss: 1.8145, acc: 0.9777
(TESTING) task: 9, epoch: 25/30, loss: 1.8151, acc: 0.9792
(TESTING) task: 9, epoch: 25/30, loss: 1.8137, acc: 0.9805
(TESTING) task: 9, epoch: 25/30, loss: 1.8137, acc: 0.9816
(TESTING) task: 9, epoch: 25/30, loss: 1.8098, acc: 0.9792
(TESTING) task: 9, epoch: 25/30, loss: 1.8087, acc: 0.9803
(TESTING) task: 9, epoch: 25/30, loss: 1.8096, acc: 0.9781
(TESTING) task: 9, epoch: 25/30, loss: 1.8092, acc: 0.9762
(TESTING) task: 9, epoch: 25/30, loss: 1.8088, acc: 0.9744
(TESTING) task: 9, epoch: 25/30, loss: 1.8132, acc: 0.9728
(TESTING) task: 9, epoch: 25/30, loss: 1.8132, acc: 0.9714
(TESTING) task: 9, epoch: 25/30, loss: 1.8127, acc: 0.9725
(TESTING) task: 9, epoch: 25/30, loss: 1.8142, acc: 0.9736
(TESTING) task: 9, epoch: 25/30, loss: 1.8144, acc: 0.9745
(TESTING) task: 9, epoch: 25/30, loss: 1.8183, acc: 0.9754
(TESTING) task: 9, epoch: 25/30, loss: 1.8201, acc: 0.9720
(TESTING) task: 9, epoch: 25/30, loss: 1.8211, acc: 0.9708
(TESTING) task: 9, epoch: 25/30, loss: 1.8209, acc: 0.9698
(TESTING) task: 9, epoch: 25/30, loss: 1.8209, acc: 0.9688
(TESTING) task: 9, epoch: 25/30, loss: 1.8207, acc: 0.9678
(TESTING) task: 9, epoch: 25/30, loss: 1.8233, acc: 0.9669
(TESTING) task: 9, epoch: 25/30, loss: 1.8238, acc: 0.9679
(TESTING) task: 9, epoch: 25/30, loss: 1.8228, acc: 0.9688
(TESTING) task: 9, epoch: 25/30, loss: 1.8225, acc: 0.9696
(TESTING) task: 9, epoch: 25/30, loss: 1.8231, acc: 0.9671
(TESTING) task: 9, epoch: 25/30, loss: 1.8239, acc: 0.9647
(TESTING) task: 9, epoch: 25/30, loss: 1.8238, acc: 0.9656
(TESTING) task: 9, epoch: 25/30, loss: 1.8228, acc: 0.9665
(TESTING) task: 9, epoch: 25/30, loss: 1.8239, acc: 0.9673
(TESTING) task: 9, epoch: 25/30, loss: 1.8242, acc: 0.9666
(TESTING) task: 9, epoch: 25/30, loss: 1.8252, acc: 0.9659
(TESTING) task: 9, epoch: 25/30, loss: 1.8231, acc: 0.9667
(TESTING) task: 9, epoch: 25/30, loss: 1.8236, acc: 0.9660
(TESTING) task: 9, epoch: 25/30, loss: 1.8232, acc: 0.9654
(TESTING) task: 9, epoch: 25/30, loss: 1.8227, acc: 0.9661
(TESTING) task: 9, epoch: 25/30, loss: 1.8210, acc: 0.9668
(TESTING) task: 9, epoch: 25/30, loss: 1.8208, acc: 0.9675
(TESTING) task: 9, epoch: 25/30, loss: 1.8212, acc: 0.9645
(TESTING) task: 9, epoch: 25/30, loss: 1.8220, acc: 0.9639
(TESTING) task: 9, epoch: 25/30, loss: 1.8248, acc: 0.9611
(TESTING) task: 9, epoch: 25/30, loss: 1.8245, acc: 0.9618
(TESTING) task: 9, epoch: 25/30, loss: 1.8230, acc: 0.9625
(TESTING) task: 9, epoch: 25/30, loss: 1.8233, acc: 0.9632
(TESTING) task: 9, epoch: 25/30, loss: 1.8228, acc: 0.9638
(TESTING) task: 9, epoch: 25/30, loss: 1.8213, acc: 0.9644
(TESTING) task: 9, epoch: 25/30, loss: 1.8202, acc: 0.9650
(TESTING) task: 9, epoch: 25/30, loss: 1.8208, acc: 0.9646
(TESTING) task: 9, epoch: 25/30, loss: 1.8227, acc: 0.9621
(TESTING) task: 9, epoch: 25/30, loss: 1.8212, acc: 0.9627
(TESTING) task: 9, epoch: 25/30, loss: 1.8205, acc: 0.9633
(TRAINING) task: 9, epoch: 26/30, loss: 1.8023, acc: 0.9727
(TRAINING) task: 9, epoch: 26/30, loss: 1.8029, acc: 0.9707
(TRAINING) task: 9, epoch: 26/30, loss: 1.8061, acc: 0.9714
(TRAINING) task: 9, epoch: 26/30, loss: 1.8030, acc: 0.9756
(TRAINING) task: 9, epoch: 26/30, loss: 1.8032, acc: 0.9742
(TRAINING) task: 9, epoch: 26/30, loss: 1.8028, acc: 0.9740
(TRAINING) task: 9, epoch: 26/30, loss: 1.8065, acc: 0.9743
(TRAINING) task: 9, epoch: 26/30, loss: 1.8051, acc: 0.9746
(TRAINING) task: 9, epoch: 26/30, loss: 1.8063, acc: 0.9740
(TRAINING) task: 9, epoch: 26/30, loss: 1.8072, acc: 0.9746
(TRAINING) task: 9, epoch: 26/30, loss: 1.8069, acc: 0.9748
(TRAINING) task: 9, epoch: 26/30, loss: 1.8075, acc: 0.9756
(TRAINING) task: 9, epoch: 26/30, loss: 1.8076, acc: 0.9757
(TRAINING) task: 9, epoch: 26/30, loss: 1.8073, acc: 0.9749
(TRAINING) task: 9, epoch: 26/30, loss: 1.8072, acc: 0.9745
(TRAINING) task: 9, epoch: 26/30, loss: 1.8067, acc: 0.9751
(TRAINING) task: 9, epoch: 26/30, loss: 1.8067, acc: 0.9745
(TRAINING) task: 9, epoch: 26/30, loss: 1.8065, acc: 0.9746
(TRAINING) task: 9, epoch: 26/30, loss: 1.8064, acc: 0.9749
(TRAINING) task: 9, epoch: 26/30, loss: 1.8077, acc: 0.9732
(TESTING) task: 9, epoch: 26/30, loss: 1.7764, acc: 1.0000
(TESTING) task: 9, epoch: 26/30, loss: 1.7769, acc: 1.0000
(TESTING) task: 9, epoch: 26/30, loss: 1.7588, acc: 1.0000
(TESTING) task: 9, epoch: 26/30, loss: 1.7641, acc: 0.9844
(TESTING) task: 9, epoch: 26/30, loss: 1.7729, acc: 0.9750
(TESTING) task: 9, epoch: 26/30, loss: 1.7783, acc: 0.9792
(TESTING) task: 9, epoch: 26/30, loss: 1.7946, acc: 0.9821
(TESTING) task: 9, epoch: 26/30, loss: 1.8087, acc: 0.9531
(TESTING) task: 9, epoch: 26/30, loss: 1.8194, acc: 0.9444
(TESTING) task: 9, epoch: 26/30, loss: 1.8151, acc: 0.9500
(TESTING) task: 9, epoch: 26/30, loss: 1.8324, acc: 0.9318
(TESTING) task: 9, epoch: 26/30, loss: 1.8311, acc: 0.9323
(TESTING) task: 9, epoch: 26/30, loss: 1.8253, acc: 0.9375
(TESTING) task: 9, epoch: 26/30, loss: 1.8212, acc: 0.9420
(TESTING) task: 9, epoch: 26/30, loss: 1.8195, acc: 0.9417
(TESTING) task: 9, epoch: 26/30, loss: 1.8180, acc: 0.9453
(TESTING) task: 9, epoch: 26/30, loss: 1.8179, acc: 0.9485
(TESTING) task: 9, epoch: 26/30, loss: 1.8203, acc: 0.9514
(TESTING) task: 9, epoch: 26/30, loss: 1.8196, acc: 0.9539
(TESTING) task: 9, epoch: 26/30, loss: 1.8178, acc: 0.9563
(TESTING) task: 9, epoch: 26/30, loss: 1.8164, acc: 0.9583
(TESTING) task: 9, epoch: 26/30, loss: 1.8140, acc: 0.9602
(TESTING) task: 9, epoch: 26/30, loss: 1.8167, acc: 0.9592
(TESTING) task: 9, epoch: 26/30, loss: 1.8148, acc: 0.9609
(TESTING) task: 9, epoch: 26/30, loss: 1.8149, acc: 0.9600
(TESTING) task: 9, epoch: 26/30, loss: 1.8162, acc: 0.9567
(TESTING) task: 9, epoch: 26/30, loss: 1.8171, acc: 0.9583
(TESTING) task: 9, epoch: 26/30, loss: 1.8155, acc: 0.9598
(TESTING) task: 9, epoch: 26/30, loss: 1.8161, acc: 0.9612
(TESTING) task: 9, epoch: 26/30, loss: 1.8158, acc: 0.9625
(TESTING) task: 9, epoch: 26/30, loss: 1.8152, acc: 0.9637
(TESTING) task: 9, epoch: 26/30, loss: 1.8151, acc: 0.9629
(TESTING) task: 9, epoch: 26/30, loss: 1.8149, acc: 0.9621
(TESTING) task: 9, epoch: 26/30, loss: 1.8133, acc: 0.9632
(TESTING) task: 9, epoch: 26/30, loss: 1.8160, acc: 0.9625
(TESTING) task: 9, epoch: 26/30, loss: 1.8156, acc: 0.9618
(TESTING) task: 9, epoch: 26/30, loss: 1.8159, acc: 0.9628
(TESTING) task: 9, epoch: 26/30, loss: 1.8154, acc: 0.9622
(TESTING) task: 9, epoch: 26/30, loss: 1.8172, acc: 0.9631
(TESTING) task: 9, epoch: 26/30, loss: 1.8184, acc: 0.9594
(TESTING) task: 9, epoch: 26/30, loss: 1.8178, acc: 0.9604
(TESTING) task: 9, epoch: 26/30, loss: 1.8189, acc: 0.9613
(TESTING) task: 9, epoch: 26/30, loss: 1.8188, acc: 0.9608
(TESTING) task: 9, epoch: 26/30, loss: 1.8178, acc: 0.9616
(TESTING) task: 9, epoch: 26/30, loss: 1.8183, acc: 0.9625
(TESTING) task: 9, epoch: 26/30, loss: 1.8181, acc: 0.9620
(TESTING) task: 9, epoch: 26/30, loss: 1.8173, acc: 0.9628
(TESTING) task: 9, epoch: 26/30, loss: 1.8180, acc: 0.9609
(TESTING) task: 9, epoch: 26/30, loss: 1.8178, acc: 0.9617
(TESTING) task: 9, epoch: 26/30, loss: 1.8187, acc: 0.9600
(TESTING) task: 9, epoch: 26/30, loss: 1.8181, acc: 0.9608
(TESTING) task: 9, epoch: 26/30, loss: 1.8185, acc: 0.9615
(TESTING) task: 9, epoch: 26/30, loss: 1.8185, acc: 0.9623
(TESTING) task: 9, epoch: 26/30, loss: 1.8179, acc: 0.9630
(TESTING) task: 9, epoch: 26/30, loss: 1.8175, acc: 0.9636
(TESTING) task: 9, epoch: 26/30, loss: 1.8184, acc: 0.9621
(TESTING) task: 9, epoch: 26/30, loss: 1.8176, acc: 0.9627
(TESTING) task: 9, epoch: 26/30, loss: 1.8168, acc: 0.9623
(TESTING) task: 9, epoch: 26/30, loss: 1.8169, acc: 0.9629
(TESTING) task: 9, epoch: 26/30, loss: 1.8172, acc: 0.9615
(TESTING) task: 9, epoch: 26/30, loss: 1.8166, acc: 0.9621
(TESTING) task: 9, epoch: 26/30, loss: 1.8160, acc: 0.9627
(TESTING) task: 9, epoch: 26/30, loss: 1.8172, acc: 0.9633
(TRAINING) task: 9, epoch: 27/30, loss: 1.8090, acc: 0.9844
(TRAINING) task: 9, epoch: 27/30, loss: 1.8033, acc: 0.9805
(TRAINING) task: 9, epoch: 27/30, loss: 1.8052, acc: 0.9779
(TRAINING) task: 9, epoch: 27/30, loss: 1.8008, acc: 0.9805
(TRAINING) task: 9, epoch: 27/30, loss: 1.8012, acc: 0.9828
(TRAINING) task: 9, epoch: 27/30, loss: 1.8005, acc: 0.9824
(TRAINING) task: 9, epoch: 27/30, loss: 1.8001, acc: 0.9810
(TRAINING) task: 9, epoch: 27/30, loss: 1.8010, acc: 0.9795
(TRAINING) task: 9, epoch: 27/30, loss: 1.8022, acc: 0.9779
(TRAINING) task: 9, epoch: 27/30, loss: 1.8028, acc: 0.9766
(TRAINING) task: 9, epoch: 27/30, loss: 1.8023, acc: 0.9766
(TRAINING) task: 9, epoch: 27/30, loss: 1.8031, acc: 0.9753
(TRAINING) task: 9, epoch: 27/30, loss: 1.8014, acc: 0.9742
(TRAINING) task: 9, epoch: 27/30, loss: 1.8012, acc: 0.9743
(TRAINING) task: 9, epoch: 27/30, loss: 1.8024, acc: 0.9732
(TRAINING) task: 9, epoch: 27/30, loss: 1.8012, acc: 0.9739
(TRAINING) task: 9, epoch: 27/30, loss: 1.8008, acc: 0.9736
(TRAINING) task: 9, epoch: 27/30, loss: 1.8004, acc: 0.9735
(TRAINING) task: 9, epoch: 27/30, loss: 1.8014, acc: 0.9735
(TRAINING) task: 9, epoch: 27/30, loss: 1.8011, acc: 0.9733
(TESTING) task: 9, epoch: 27/30, loss: 1.8376, acc: 0.8750
(TESTING) task: 9, epoch: 27/30, loss: 1.8175, acc: 0.9375
(TESTING) task: 9, epoch: 27/30, loss: 1.8339, acc: 0.9167
(TESTING) task: 9, epoch: 27/30, loss: 1.8206, acc: 0.9375
(TESTING) task: 9, epoch: 27/30, loss: 1.8267, acc: 0.9500
(TESTING) task: 9, epoch: 27/30, loss: 1.8239, acc: 0.9583
(TESTING) task: 9, epoch: 27/30, loss: 1.8153, acc: 0.9554
(TESTING) task: 9, epoch: 27/30, loss: 1.8123, acc: 0.9609
(TESTING) task: 9, epoch: 27/30, loss: 1.8137, acc: 0.9583
(TESTING) task: 9, epoch: 27/30, loss: 1.8159, acc: 0.9625
(TESTING) task: 9, epoch: 27/30, loss: 1.8169, acc: 0.9545
(TESTING) task: 9, epoch: 27/30, loss: 1.8152, acc: 0.9479
(TESTING) task: 9, epoch: 27/30, loss: 1.8160, acc: 0.9519
(TESTING) task: 9, epoch: 27/30, loss: 1.8173, acc: 0.9464
(TESTING) task: 9, epoch: 27/30, loss: 1.8163, acc: 0.9500
(TESTING) task: 9, epoch: 27/30, loss: 1.8196, acc: 0.9453
(TESTING) task: 9, epoch: 27/30, loss: 1.8151, acc: 0.9485
(TESTING) task: 9, epoch: 27/30, loss: 1.8154, acc: 0.9514
(TESTING) task: 9, epoch: 27/30, loss: 1.8176, acc: 0.9507
(TESTING) task: 9, epoch: 27/30, loss: 1.8164, acc: 0.9531
(TESTING) task: 9, epoch: 27/30, loss: 1.8161, acc: 0.9554
(TESTING) task: 9, epoch: 27/30, loss: 1.8153, acc: 0.9545
(TESTING) task: 9, epoch: 27/30, loss: 1.8190, acc: 0.9511
(TESTING) task: 9, epoch: 27/30, loss: 1.8159, acc: 0.9505
(TESTING) task: 9, epoch: 27/30, loss: 1.8148, acc: 0.9525
(TESTING) task: 9, epoch: 27/30, loss: 1.8132, acc: 0.9543
(TESTING) task: 9, epoch: 27/30, loss: 1.8108, acc: 0.9560
(TESTING) task: 9, epoch: 27/30, loss: 1.8086, acc: 0.9576
(TESTING) task: 9, epoch: 27/30, loss: 1.8083, acc: 0.9591
(TESTING) task: 9, epoch: 27/30, loss: 1.8078, acc: 0.9583
(TESTING) task: 9, epoch: 27/30, loss: 1.8077, acc: 0.9597
(TESTING) task: 9, epoch: 27/30, loss: 1.8078, acc: 0.9590
(TESTING) task: 9, epoch: 27/30, loss: 1.8067, acc: 0.9602
(TESTING) task: 9, epoch: 27/30, loss: 1.8058, acc: 0.9614
(TESTING) task: 9, epoch: 27/30, loss: 1.8082, acc: 0.9607
(TESTING) task: 9, epoch: 27/30, loss: 1.8079, acc: 0.9618
(TESTING) task: 9, epoch: 27/30, loss: 1.8069, acc: 0.9628
(TESTING) task: 9, epoch: 27/30, loss: 1.8063, acc: 0.9622
(TESTING) task: 9, epoch: 27/30, loss: 1.8063, acc: 0.9631
(TESTING) task: 9, epoch: 27/30, loss: 1.8055, acc: 0.9641
(TESTING) task: 9, epoch: 27/30, loss: 1.8067, acc: 0.9649
(TESTING) task: 9, epoch: 27/30, loss: 1.8068, acc: 0.9658
(TESTING) task: 9, epoch: 27/30, loss: 1.8053, acc: 0.9666
(TESTING) task: 9, epoch: 27/30, loss: 1.8043, acc: 0.9673
(TESTING) task: 9, epoch: 27/30, loss: 1.8042, acc: 0.9681
(TESTING) task: 9, epoch: 27/30, loss: 1.8045, acc: 0.9674
(TESTING) task: 9, epoch: 27/30, loss: 1.8042, acc: 0.9668
(TESTING) task: 9, epoch: 27/30, loss: 1.8045, acc: 0.9661
(TESTING) task: 9, epoch: 27/30, loss: 1.8049, acc: 0.9656
(TESTING) task: 9, epoch: 27/30, loss: 1.8046, acc: 0.9650
(TESTING) task: 9, epoch: 27/30, loss: 1.8034, acc: 0.9657
(TESTING) task: 9, epoch: 27/30, loss: 1.8033, acc: 0.9663
(TESTING) task: 9, epoch: 27/30, loss: 1.8021, acc: 0.9658
(TESTING) task: 9, epoch: 27/30, loss: 1.8042, acc: 0.9641
(TESTING) task: 9, epoch: 27/30, loss: 1.8046, acc: 0.9648
(TESTING) task: 9, epoch: 27/30, loss: 1.8044, acc: 0.9654
(TESTING) task: 9, epoch: 27/30, loss: 1.8050, acc: 0.9649
(TESTING) task: 9, epoch: 27/30, loss: 1.8055, acc: 0.9634
(TESTING) task: 9, epoch: 27/30, loss: 1.8049, acc: 0.9640
(TESTING) task: 9, epoch: 27/30, loss: 1.8041, acc: 0.9646
(TESTING) task: 9, epoch: 27/30, loss: 1.8060, acc: 0.9641
(TESTING) task: 9, epoch: 27/30, loss: 1.8066, acc: 0.9627
(TESTING) task: 9, epoch: 27/30, loss: 1.8075, acc: 0.9613
(TRAINING) task: 9, epoch: 28/30, loss: 1.7913, acc: 0.9766
(TRAINING) task: 9, epoch: 28/30, loss: 1.7934, acc: 0.9746
(TRAINING) task: 9, epoch: 28/30, loss: 1.7940, acc: 0.9701
(TRAINING) task: 9, epoch: 28/30, loss: 1.7923, acc: 0.9736
(TRAINING) task: 9, epoch: 28/30, loss: 1.7902, acc: 0.9750
(TRAINING) task: 9, epoch: 28/30, loss: 1.7907, acc: 0.9772
(TRAINING) task: 9, epoch: 28/30, loss: 1.7887, acc: 0.9782
(TRAINING) task: 9, epoch: 28/30, loss: 1.7878, acc: 0.9780
(TRAINING) task: 9, epoch: 28/30, loss: 1.7877, acc: 0.9770
(TRAINING) task: 9, epoch: 28/30, loss: 1.7891, acc: 0.9750
(TRAINING) task: 9, epoch: 28/30, loss: 1.7908, acc: 0.9741
(TRAINING) task: 9, epoch: 28/30, loss: 1.7902, acc: 0.9746
(TRAINING) task: 9, epoch: 28/30, loss: 1.7895, acc: 0.9751
(TRAINING) task: 9, epoch: 28/30, loss: 1.7892, acc: 0.9757
(TRAINING) task: 9, epoch: 28/30, loss: 1.7887, acc: 0.9753
(TRAINING) task: 9, epoch: 28/30, loss: 1.7882, acc: 0.9746
(TRAINING) task: 9, epoch: 28/30, loss: 1.7890, acc: 0.9745
(TRAINING) task: 9, epoch: 28/30, loss: 1.7887, acc: 0.9742
(TRAINING) task: 9, epoch: 28/30, loss: 1.7884, acc: 0.9745
(TRAINING) task: 9, epoch: 28/30, loss: 1.7875, acc: 0.9747
(TESTING) task: 9, epoch: 28/30, loss: 1.8435, acc: 1.0000
(TESTING) task: 9, epoch: 28/30, loss: 1.8371, acc: 0.9688
(TESTING) task: 9, epoch: 28/30, loss: 1.8195, acc: 0.9583
(TESTING) task: 9, epoch: 28/30, loss: 1.8084, acc: 0.9688
(TESTING) task: 9, epoch: 28/30, loss: 1.8136, acc: 0.9625
(TESTING) task: 9, epoch: 28/30, loss: 1.8045, acc: 0.9583
(TESTING) task: 9, epoch: 28/30, loss: 1.7988, acc: 0.9643
(TESTING) task: 9, epoch: 28/30, loss: 1.8003, acc: 0.9609
(TESTING) task: 9, epoch: 28/30, loss: 1.7920, acc: 0.9653
(TESTING) task: 9, epoch: 28/30, loss: 1.7964, acc: 0.9688
(TESTING) task: 9, epoch: 28/30, loss: 1.8013, acc: 0.9659
(TESTING) task: 9, epoch: 28/30, loss: 1.8038, acc: 0.9583
(TESTING) task: 9, epoch: 28/30, loss: 1.8006, acc: 0.9615
(TESTING) task: 9, epoch: 28/30, loss: 1.8024, acc: 0.9554
(TESTING) task: 9, epoch: 28/30, loss: 1.8033, acc: 0.9542
(TESTING) task: 9, epoch: 28/30, loss: 1.8049, acc: 0.9531
(TESTING) task: 9, epoch: 28/30, loss: 1.8095, acc: 0.9485
(TESTING) task: 9, epoch: 28/30, loss: 1.8074, acc: 0.9514
(TESTING) task: 9, epoch: 28/30, loss: 1.8042, acc: 0.9539
(TESTING) task: 9, epoch: 28/30, loss: 1.8036, acc: 0.9531
(TESTING) task: 9, epoch: 28/30, loss: 1.7996, acc: 0.9554
(TESTING) task: 9, epoch: 28/30, loss: 1.7976, acc: 0.9574
(TESTING) task: 9, epoch: 28/30, loss: 1.7947, acc: 0.9592
(TESTING) task: 9, epoch: 28/30, loss: 1.7935, acc: 0.9609
(TESTING) task: 9, epoch: 28/30, loss: 1.7954, acc: 0.9575
(TESTING) task: 9, epoch: 28/30, loss: 1.7951, acc: 0.9543
(TESTING) task: 9, epoch: 28/30, loss: 1.7977, acc: 0.9514
(TESTING) task: 9, epoch: 28/30, loss: 1.7964, acc: 0.9509
(TESTING) task: 9, epoch: 28/30, loss: 1.7960, acc: 0.9504
(TESTING) task: 9, epoch: 28/30, loss: 1.7949, acc: 0.9500
(TESTING) task: 9, epoch: 28/30, loss: 1.7947, acc: 0.9516
(TESTING) task: 9, epoch: 28/30, loss: 1.7944, acc: 0.9531
(TESTING) task: 9, epoch: 28/30, loss: 1.7937, acc: 0.9545
(TESTING) task: 9, epoch: 28/30, loss: 1.7922, acc: 0.9559
(TESTING) task: 9, epoch: 28/30, loss: 1.7896, acc: 0.9571
(TESTING) task: 9, epoch: 28/30, loss: 1.7893, acc: 0.9583
(TESTING) task: 9, epoch: 28/30, loss: 1.7892, acc: 0.9595
(TESTING) task: 9, epoch: 28/30, loss: 1.7901, acc: 0.9605
(TESTING) task: 9, epoch: 28/30, loss: 1.7885, acc: 0.9615
(TESTING) task: 9, epoch: 28/30, loss: 1.7895, acc: 0.9594
(TESTING) task: 9, epoch: 28/30, loss: 1.7878, acc: 0.9604
(TESTING) task: 9, epoch: 28/30, loss: 1.7886, acc: 0.9613
(TESTING) task: 9, epoch: 28/30, loss: 1.7896, acc: 0.9608
(TESTING) task: 9, epoch: 28/30, loss: 1.7895, acc: 0.9602
(TESTING) task: 9, epoch: 28/30, loss: 1.7891, acc: 0.9611
(TESTING) task: 9, epoch: 28/30, loss: 1.7898, acc: 0.9606
(TESTING) task: 9, epoch: 28/30, loss: 1.7904, acc: 0.9614
(TESTING) task: 9, epoch: 28/30, loss: 1.7907, acc: 0.9622
(TESTING) task: 9, epoch: 28/30, loss: 1.7909, acc: 0.9630
(TESTING) task: 9, epoch: 28/30, loss: 1.7908, acc: 0.9637
(TESTING) task: 9, epoch: 28/30, loss: 1.7908, acc: 0.9632
(TESTING) task: 9, epoch: 28/30, loss: 1.7911, acc: 0.9639
(TESTING) task: 9, epoch: 28/30, loss: 1.7922, acc: 0.9634
(TESTING) task: 9, epoch: 28/30, loss: 1.7913, acc: 0.9630
(TESTING) task: 9, epoch: 28/30, loss: 1.7914, acc: 0.9625
(TESTING) task: 9, epoch: 28/30, loss: 1.7913, acc: 0.9632
(TESTING) task: 9, epoch: 28/30, loss: 1.7909, acc: 0.9638
(TESTING) task: 9, epoch: 28/30, loss: 1.7903, acc: 0.9644
(TESTING) task: 9, epoch: 28/30, loss: 1.7907, acc: 0.9650
(TESTING) task: 9, epoch: 28/30, loss: 1.7906, acc: 0.9646
(TESTING) task: 9, epoch: 28/30, loss: 1.7915, acc: 0.9652
(TESTING) task: 9, epoch: 28/30, loss: 1.7923, acc: 0.9647
(TESTING) task: 9, epoch: 28/30, loss: 1.7915, acc: 0.9653
(TRAINING) task: 9, epoch: 29/30, loss: 1.7667, acc: 0.9805
(TRAINING) task: 9, epoch: 29/30, loss: 1.7678, acc: 0.9746
(TRAINING) task: 9, epoch: 29/30, loss: 1.7722, acc: 0.9727
(TRAINING) task: 9, epoch: 29/30, loss: 1.7771, acc: 0.9746
(TRAINING) task: 9, epoch: 29/30, loss: 1.7770, acc: 0.9742
(TRAINING) task: 9, epoch: 29/30, loss: 1.7746, acc: 0.9766
(TRAINING) task: 9, epoch: 29/30, loss: 1.7742, acc: 0.9782
(TRAINING) task: 9, epoch: 29/30, loss: 1.7736, acc: 0.9795
(TRAINING) task: 9, epoch: 29/30, loss: 1.7734, acc: 0.9787
(TRAINING) task: 9, epoch: 29/30, loss: 1.7748, acc: 0.9777
(TRAINING) task: 9, epoch: 29/30, loss: 1.7747, acc: 0.9780
(TRAINING) task: 9, epoch: 29/30, loss: 1.7745, acc: 0.9779
(TRAINING) task: 9, epoch: 29/30, loss: 1.7751, acc: 0.9763
(TRAINING) task: 9, epoch: 29/30, loss: 1.7745, acc: 0.9754
(TRAINING) task: 9, epoch: 29/30, loss: 1.7751, acc: 0.9737
(TRAINING) task: 9, epoch: 29/30, loss: 1.7740, acc: 0.9746
(TRAINING) task: 9, epoch: 29/30, loss: 1.7737, acc: 0.9745
(TRAINING) task: 9, epoch: 29/30, loss: 1.7732, acc: 0.9740
(TRAINING) task: 9, epoch: 29/30, loss: 1.7732, acc: 0.9735
(TRAINING) task: 9, epoch: 29/30, loss: 1.7738, acc: 0.9726
(TESTING) task: 9, epoch: 29/30, loss: 1.8329, acc: 0.8750
(TESTING) task: 9, epoch: 29/30, loss: 1.7816, acc: 0.9375
(TESTING) task: 9, epoch: 29/30, loss: 1.8013, acc: 0.9583
(TESTING) task: 9, epoch: 29/30, loss: 1.8055, acc: 0.9688
(TESTING) task: 9, epoch: 29/30, loss: 1.7933, acc: 0.9625
(TESTING) task: 9, epoch: 29/30, loss: 1.7868, acc: 0.9688
(TESTING) task: 9, epoch: 29/30, loss: 1.7862, acc: 0.9643
(TESTING) task: 9, epoch: 29/30, loss: 1.7767, acc: 0.9688
(TESTING) task: 9, epoch: 29/30, loss: 1.7828, acc: 0.9583
(TESTING) task: 9, epoch: 29/30, loss: 1.7909, acc: 0.9500
(TESTING) task: 9, epoch: 29/30, loss: 1.7909, acc: 0.9545
(TESTING) task: 9, epoch: 29/30, loss: 1.7893, acc: 0.9583
(TESTING) task: 9, epoch: 29/30, loss: 1.7926, acc: 0.9519
(TESTING) task: 9, epoch: 29/30, loss: 1.7913, acc: 0.9464
(TESTING) task: 9, epoch: 29/30, loss: 1.7924, acc: 0.9417
(TESTING) task: 9, epoch: 29/30, loss: 1.7955, acc: 0.9414
(TESTING) task: 9, epoch: 29/30, loss: 1.7941, acc: 0.9449
(TESTING) task: 9, epoch: 29/30, loss: 1.7906, acc: 0.9479
(TESTING) task: 9, epoch: 29/30, loss: 1.7906, acc: 0.9507
(TESTING) task: 9, epoch: 29/30, loss: 1.7926, acc: 0.9469
(TESTING) task: 9, epoch: 29/30, loss: 1.7920, acc: 0.9464
(TESTING) task: 9, epoch: 29/30, loss: 1.7943, acc: 0.9403
(TESTING) task: 9, epoch: 29/30, loss: 1.7943, acc: 0.9429
(TESTING) task: 9, epoch: 29/30, loss: 1.7893, acc: 0.9453
(TESTING) task: 9, epoch: 29/30, loss: 1.7876, acc: 0.9475
(TESTING) task: 9, epoch: 29/30, loss: 1.7849, acc: 0.9495
(TESTING) task: 9, epoch: 29/30, loss: 1.7852, acc: 0.9491
(TESTING) task: 9, epoch: 29/30, loss: 1.7842, acc: 0.9509
(TESTING) task: 9, epoch: 29/30, loss: 1.7857, acc: 0.9483
(TESTING) task: 9, epoch: 29/30, loss: 1.7866, acc: 0.9500
(TESTING) task: 9, epoch: 29/30, loss: 1.7860, acc: 0.9496
(TESTING) task: 9, epoch: 29/30, loss: 1.7856, acc: 0.9492
(TESTING) task: 9, epoch: 29/30, loss: 1.7845, acc: 0.9489
(TESTING) task: 9, epoch: 29/30, loss: 1.7853, acc: 0.9504
(TESTING) task: 9, epoch: 29/30, loss: 1.7847, acc: 0.9518
(TESTING) task: 9, epoch: 29/30, loss: 1.7849, acc: 0.9531
(TESTING) task: 9, epoch: 29/30, loss: 1.7837, acc: 0.9527
(TESTING) task: 9, epoch: 29/30, loss: 1.7842, acc: 0.9507
(TESTING) task: 9, epoch: 29/30, loss: 1.7845, acc: 0.9503
(TESTING) task: 9, epoch: 29/30, loss: 1.7838, acc: 0.9516
(TESTING) task: 9, epoch: 29/30, loss: 1.7834, acc: 0.9527
(TESTING) task: 9, epoch: 29/30, loss: 1.7823, acc: 0.9539
(TESTING) task: 9, epoch: 29/30, loss: 1.7831, acc: 0.9549
(TESTING) task: 9, epoch: 29/30, loss: 1.7844, acc: 0.9531
(TESTING) task: 9, epoch: 29/30, loss: 1.7837, acc: 0.9542
(TESTING) task: 9, epoch: 29/30, loss: 1.7841, acc: 0.9552
(TESTING) task: 9, epoch: 29/30, loss: 1.7839, acc: 0.9561
(TESTING) task: 9, epoch: 29/30, loss: 1.7833, acc: 0.9570
(TESTING) task: 9, epoch: 29/30, loss: 1.7831, acc: 0.9579
(TESTING) task: 9, epoch: 29/30, loss: 1.7835, acc: 0.9575
(TESTING) task: 9, epoch: 29/30, loss: 1.7850, acc: 0.9571
(TESTING) task: 9, epoch: 29/30, loss: 1.7850, acc: 0.9567
(TESTING) task: 9, epoch: 29/30, loss: 1.7853, acc: 0.9575
(TESTING) task: 9, epoch: 29/30, loss: 1.7854, acc: 0.9572
(TESTING) task: 9, epoch: 29/30, loss: 1.7856, acc: 0.9580
(TESTING) task: 9, epoch: 29/30, loss: 1.7851, acc: 0.9587
(TESTING) task: 9, epoch: 29/30, loss: 1.7848, acc: 0.9594
(TESTING) task: 9, epoch: 29/30, loss: 1.7845, acc: 0.9591
(TESTING) task: 9, epoch: 29/30, loss: 1.7854, acc: 0.9597
(TESTING) task: 9, epoch: 29/30, loss: 1.7851, acc: 0.9604
(TESTING) task: 9, epoch: 29/30, loss: 1.7853, acc: 0.9611
(TESTING) task: 9, epoch: 29/30, loss: 1.7848, acc: 0.9617
(TESTING) task: 9, epoch: 29/30, loss: 1.7837, acc: 0.9623
