#params=56069
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=56069
(TRAINING) task: 0, epoch: 0/125, loss: 1.6117, acc: 0.1719
(TRAINING) task: 0, epoch: 0/125, loss: 1.6109, acc: 0.1758
(TRAINING) task: 0, epoch: 0/125, loss: 1.6093, acc: 0.1745
(TRAINING) task: 0, epoch: 0/125, loss: 1.6092, acc: 0.1646
(TESTING) task: 0, epoch: 0/125, loss: 1.6080, acc: 0.1875
(TESTING) task: 0, epoch: 0/125, loss: 1.6108, acc: 0.1250
(TESTING) task: 0, epoch: 0/125, loss: 1.6128, acc: 0.1250
(TESTING) task: 0, epoch: 0/125, loss: 1.6111, acc: 0.1562
(TESTING) task: 0, epoch: 0/125, loss: 1.6137, acc: 0.1375
(TESTING) task: 0, epoch: 0/125, loss: 1.6150, acc: 0.1354
(TESTING) task: 0, epoch: 0/125, loss: 1.6108, acc: 0.2589
(TRAINING) task: 0, epoch: 1/125, loss: 1.6098, acc: 0.1719
(TRAINING) task: 0, epoch: 1/125, loss: 1.6092, acc: 0.1777
(TRAINING) task: 0, epoch: 1/125, loss: 1.6078, acc: 0.1836
(TRAINING) task: 0, epoch: 1/125, loss: 1.6045, acc: 0.2188
(TESTING) task: 0, epoch: 1/125, loss: 1.6119, acc: 0.0625
(TESTING) task: 0, epoch: 1/125, loss: 1.6130, acc: 0.1562
(TESTING) task: 0, epoch: 1/125, loss: 1.6156, acc: 0.1458
(TESTING) task: 0, epoch: 1/125, loss: 1.6129, acc: 0.1562
(TESTING) task: 0, epoch: 1/125, loss: 1.6124, acc: 0.1625
(TESTING) task: 0, epoch: 1/125, loss: 1.6125, acc: 0.1667
(TESTING) task: 0, epoch: 1/125, loss: 1.6161, acc: 0.1429
(TRAINING) task: 0, epoch: 2/125, loss: 1.6068, acc: 0.2266
(TRAINING) task: 0, epoch: 2/125, loss: 1.6053, acc: 0.2070
(TRAINING) task: 0, epoch: 2/125, loss: 1.6047, acc: 0.2044
(TRAINING) task: 0, epoch: 2/125, loss: 1.6026, acc: 0.2243
(TESTING) task: 0, epoch: 2/125, loss: 1.6143, acc: 0.0625
(TESTING) task: 0, epoch: 2/125, loss: 1.6092, acc: 0.1562
(TESTING) task: 0, epoch: 2/125, loss: 1.6102, acc: 0.1458
(TESTING) task: 0, epoch: 2/125, loss: 1.6074, acc: 0.2031
(TESTING) task: 0, epoch: 2/125, loss: 1.6092, acc: 0.2000
(TESTING) task: 0, epoch: 2/125, loss: 1.6109, acc: 0.1875
(TESTING) task: 0, epoch: 2/125, loss: 1.6098, acc: 0.1607
(TRAINING) task: 0, epoch: 3/125, loss: 1.5988, acc: 0.2461
(TRAINING) task: 0, epoch: 3/125, loss: 1.6004, acc: 0.2520
(TRAINING) task: 0, epoch: 3/125, loss: 1.6014, acc: 0.2396
(TRAINING) task: 0, epoch: 3/125, loss: 1.6011, acc: 0.2337
(TESTING) task: 0, epoch: 3/125, loss: 1.6000, acc: 0.3750
(TESTING) task: 0, epoch: 3/125, loss: 1.6097, acc: 0.2500
(TESTING) task: 0, epoch: 3/125, loss: 1.6086, acc: 0.2500
(TESTING) task: 0, epoch: 3/125, loss: 1.6101, acc: 0.2031
(TESTING) task: 0, epoch: 3/125, loss: 1.6085, acc: 0.2125
(TESTING) task: 0, epoch: 3/125, loss: 1.6084, acc: 0.1979
(TESTING) task: 0, epoch: 3/125, loss: 1.6107, acc: 0.1696
(TRAINING) task: 0, epoch: 4/125, loss: 1.6027, acc: 0.2305
(TRAINING) task: 0, epoch: 4/125, loss: 1.6000, acc: 0.2480
(TRAINING) task: 0, epoch: 4/125, loss: 1.5985, acc: 0.2513
(TRAINING) task: 0, epoch: 4/125, loss: 1.5981, acc: 0.2527
(TESTING) task: 0, epoch: 4/125, loss: 1.6028, acc: 0.2500
(TESTING) task: 0, epoch: 4/125, loss: 1.6091, acc: 0.1562
(TESTING) task: 0, epoch: 4/125, loss: 1.6110, acc: 0.1458
(TESTING) task: 0, epoch: 4/125, loss: 1.6100, acc: 0.1562
(TESTING) task: 0, epoch: 4/125, loss: 1.6081, acc: 0.1625
(TESTING) task: 0, epoch: 4/125, loss: 1.6057, acc: 0.2083
(TESTING) task: 0, epoch: 4/125, loss: 1.6148, acc: 0.1786
(TRAINING) task: 0, epoch: 5/125, loss: 1.5941, acc: 0.2891
(TRAINING) task: 0, epoch: 5/125, loss: 1.5949, acc: 0.2969
(TRAINING) task: 0, epoch: 5/125, loss: 1.5951, acc: 0.2982
(TRAINING) task: 0, epoch: 5/125, loss: 1.5960, acc: 0.2811
(TESTING) task: 0, epoch: 5/125, loss: 1.5976, acc: 0.3125
(TESTING) task: 0, epoch: 5/125, loss: 1.6047, acc: 0.3125
(TESTING) task: 0, epoch: 5/125, loss: 1.6077, acc: 0.2500
(TESTING) task: 0, epoch: 5/125, loss: 1.6040, acc: 0.2500
(TESTING) task: 0, epoch: 5/125, loss: 1.6057, acc: 0.2375
(TESTING) task: 0, epoch: 5/125, loss: 1.6045, acc: 0.2292
(TESTING) task: 0, epoch: 5/125, loss: 1.5986, acc: 0.3393
(TRAINING) task: 0, epoch: 6/125, loss: 1.5965, acc: 0.2773
(TRAINING) task: 0, epoch: 6/125, loss: 1.5930, acc: 0.3008
(TRAINING) task: 0, epoch: 6/125, loss: 1.5922, acc: 0.3138
(TRAINING) task: 0, epoch: 6/125, loss: 1.5922, acc: 0.3131
(TESTING) task: 0, epoch: 6/125, loss: 1.6103, acc: 0.1875
(TESTING) task: 0, epoch: 6/125, loss: 1.6098, acc: 0.1875
(TESTING) task: 0, epoch: 6/125, loss: 1.6087, acc: 0.2292
(TESTING) task: 0, epoch: 6/125, loss: 1.6051, acc: 0.2344
(TESTING) task: 0, epoch: 6/125, loss: 1.6038, acc: 0.2375
(TESTING) task: 0, epoch: 6/125, loss: 1.6022, acc: 0.2604
(TESTING) task: 0, epoch: 6/125, loss: 1.5915, acc: 0.3661
(TRAINING) task: 0, epoch: 7/125, loss: 1.5863, acc: 0.3633
(TRAINING) task: 0, epoch: 7/125, loss: 1.5867, acc: 0.3535
(TRAINING) task: 0, epoch: 7/125, loss: 1.5881, acc: 0.3372
(TRAINING) task: 0, epoch: 7/125, loss: 1.5903, acc: 0.3408
(TESTING) task: 0, epoch: 7/125, loss: 1.6119, acc: 0.1875
(TESTING) task: 0, epoch: 7/125, loss: 1.5998, acc: 0.2812
(TESTING) task: 0, epoch: 7/125, loss: 1.5984, acc: 0.3125
(TESTING) task: 0, epoch: 7/125, loss: 1.6015, acc: 0.2812
(TESTING) task: 0, epoch: 7/125, loss: 1.5997, acc: 0.2875
(TESTING) task: 0, epoch: 7/125, loss: 1.5993, acc: 0.3021
(TESTING) task: 0, epoch: 7/125, loss: 1.5882, acc: 0.4018
(TRAINING) task: 0, epoch: 8/125, loss: 1.5881, acc: 0.3672
(TRAINING) task: 0, epoch: 8/125, loss: 1.5869, acc: 0.3555
(TRAINING) task: 0, epoch: 8/125, loss: 1.5854, acc: 0.3698
(TRAINING) task: 0, epoch: 8/125, loss: 1.5846, acc: 0.3855
(TESTING) task: 0, epoch: 8/125, loss: 1.5973, acc: 0.3125
(TESTING) task: 0, epoch: 8/125, loss: 1.5986, acc: 0.3125
(TESTING) task: 0, epoch: 8/125, loss: 1.5988, acc: 0.3125
(TESTING) task: 0, epoch: 8/125, loss: 1.6001, acc: 0.3281
(TESTING) task: 0, epoch: 8/125, loss: 1.5949, acc: 0.3375
(TESTING) task: 0, epoch: 8/125, loss: 1.5962, acc: 0.3125
(TESTING) task: 0, epoch: 8/125, loss: 1.5880, acc: 0.4107
(TRAINING) task: 0, epoch: 9/125, loss: 1.5852, acc: 0.3750
(TRAINING) task: 0, epoch: 9/125, loss: 1.5842, acc: 0.3613
(TRAINING) task: 0, epoch: 9/125, loss: 1.5815, acc: 0.3867
(TRAINING) task: 0, epoch: 9/125, loss: 1.5812, acc: 0.3880
(TESTING) task: 0, epoch: 9/125, loss: 1.6158, acc: 0.1250
(TESTING) task: 0, epoch: 9/125, loss: 1.6035, acc: 0.2188
(TESTING) task: 0, epoch: 9/125, loss: 1.6065, acc: 0.2083
(TESTING) task: 0, epoch: 9/125, loss: 1.6027, acc: 0.2812
(TESTING) task: 0, epoch: 9/125, loss: 1.5959, acc: 0.3375
(TESTING) task: 0, epoch: 9/125, loss: 1.5932, acc: 0.3438
(TESTING) task: 0, epoch: 9/125, loss: 1.5827, acc: 0.4375
(TRAINING) task: 0, epoch: 10/125, loss: 1.5783, acc: 0.3633
(TRAINING) task: 0, epoch: 10/125, loss: 1.5745, acc: 0.4180
(TRAINING) task: 0, epoch: 10/125, loss: 1.5771, acc: 0.3971
(TRAINING) task: 0, epoch: 10/125, loss: 1.5780, acc: 0.3924
(TESTING) task: 0, epoch: 10/125, loss: 1.5875, acc: 0.4375
(TESTING) task: 0, epoch: 10/125, loss: 1.5875, acc: 0.3750
(TESTING) task: 0, epoch: 10/125, loss: 1.5891, acc: 0.3125
(TESTING) task: 0, epoch: 10/125, loss: 1.5920, acc: 0.2969
(TESTING) task: 0, epoch: 10/125, loss: 1.5890, acc: 0.3375
(TESTING) task: 0, epoch: 10/125, loss: 1.5897, acc: 0.3542
(TESTING) task: 0, epoch: 10/125, loss: 1.5804, acc: 0.4464
(TRAINING) task: 0, epoch: 11/125, loss: 1.5798, acc: 0.3945
(TRAINING) task: 0, epoch: 11/125, loss: 1.5745, acc: 0.4043
(TRAINING) task: 0, epoch: 11/125, loss: 1.5733, acc: 0.4076
(TRAINING) task: 0, epoch: 11/125, loss: 1.5737, acc: 0.4104
(TESTING) task: 0, epoch: 11/125, loss: 1.5998, acc: 0.2500
(TESTING) task: 0, epoch: 11/125, loss: 1.5827, acc: 0.4062
(TESTING) task: 0, epoch: 11/125, loss: 1.5834, acc: 0.4167
(TESTING) task: 0, epoch: 11/125, loss: 1.5865, acc: 0.3750
(TESTING) task: 0, epoch: 11/125, loss: 1.5859, acc: 0.3750
(TESTING) task: 0, epoch: 11/125, loss: 1.5852, acc: 0.3750
(TESTING) task: 0, epoch: 11/125, loss: 1.5921, acc: 0.3214
(TRAINING) task: 0, epoch: 12/125, loss: 1.5739, acc: 0.3867
(TRAINING) task: 0, epoch: 12/125, loss: 1.5713, acc: 0.4043
(TRAINING) task: 0, epoch: 12/125, loss: 1.5695, acc: 0.4102
(TRAINING) task: 0, epoch: 12/125, loss: 1.5686, acc: 0.4157
(TESTING) task: 0, epoch: 12/125, loss: 1.5868, acc: 0.3750
(TESTING) task: 0, epoch: 12/125, loss: 1.5842, acc: 0.3750
(TESTING) task: 0, epoch: 12/125, loss: 1.5793, acc: 0.3958
(TESTING) task: 0, epoch: 12/125, loss: 1.5837, acc: 0.4062
(TESTING) task: 0, epoch: 12/125, loss: 1.5823, acc: 0.4000
(TESTING) task: 0, epoch: 12/125, loss: 1.5820, acc: 0.3958
(TESTING) task: 0, epoch: 12/125, loss: 1.5802, acc: 0.3393
(TRAINING) task: 0, epoch: 13/125, loss: 1.5668, acc: 0.4180
(TRAINING) task: 0, epoch: 13/125, loss: 1.5684, acc: 0.4023
(TRAINING) task: 0, epoch: 13/125, loss: 1.5661, acc: 0.4115
(TRAINING) task: 0, epoch: 13/125, loss: 1.5621, acc: 0.4268
(TESTING) task: 0, epoch: 13/125, loss: 1.5791, acc: 0.2500
(TESTING) task: 0, epoch: 13/125, loss: 1.5603, acc: 0.4375
(TESTING) task: 0, epoch: 13/125, loss: 1.5675, acc: 0.4375
(TESTING) task: 0, epoch: 13/125, loss: 1.5749, acc: 0.4219
(TESTING) task: 0, epoch: 13/125, loss: 1.5721, acc: 0.4375
(TESTING) task: 0, epoch: 13/125, loss: 1.5772, acc: 0.4062
(TESTING) task: 0, epoch: 13/125, loss: 1.5912, acc: 0.3482
(TRAINING) task: 0, epoch: 14/125, loss: 1.5595, acc: 0.4219
(TRAINING) task: 0, epoch: 14/125, loss: 1.5606, acc: 0.4219
(TRAINING) task: 0, epoch: 14/125, loss: 1.5605, acc: 0.4206
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(TESTING) task: 1, epoch: 121/125, loss: 1.1313, acc: 0.9583
(TESTING) task: 1, epoch: 121/125, loss: 1.1305, acc: 0.9688
(TESTING) task: 1, epoch: 121/125, loss: 1.1217, acc: 0.9750
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(TESTING) task: 1, epoch: 122/125, loss: 1.1274, acc: 0.9792
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(TESTING) task: 1, epoch: 122/125, loss: 1.1191, acc: 0.9750
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(TESTING) task: 1, epoch: 123/125, loss: 1.1139, acc: 0.9792
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(TESTING) task: 1, epoch: 123/125, loss: 1.1093, acc: 0.9875
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(TESTING) task: 1, epoch: 124/125, loss: 1.1331, acc: 0.9792
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(TESTING) task: 1, epoch: 124/125, loss: 1.1123, acc: 0.9875
(TESTING) task: 1, epoch: 124/125, loss: 1.1260, acc: 0.9896
#params=56069
(TRAINING) task: 2, epoch: 0/125, loss: 1.6220, acc: 0.1367
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(TESTING) task: 2, epoch: 0/125, loss: 1.6141, acc: 0.1875
(TESTING) task: 2, epoch: 0/125, loss: 1.6174, acc: 0.1719
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(TESTING) task: 2, epoch: 1/125, loss: 1.6183, acc: 0.1250
(TESTING) task: 2, epoch: 1/125, loss: 1.6167, acc: 0.1562
(TESTING) task: 2, epoch: 1/125, loss: 1.6131, acc: 0.2083
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(TESTING) task: 2, epoch: 2/125, loss: 1.6086, acc: 0.1562
(TESTING) task: 2, epoch: 2/125, loss: 1.6174, acc: 0.1042
(TESTING) task: 2, epoch: 2/125, loss: 1.6112, acc: 0.2344
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(TRAINING) task: 2, epoch: 3/125, loss: 1.6165, acc: 0.1697
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(TESTING) task: 2, epoch: 3/125, loss: 1.6158, acc: 0.1875
(TESTING) task: 2, epoch: 3/125, loss: 1.6186, acc: 0.1458
(TESTING) task: 2, epoch: 3/125, loss: 1.6081, acc: 0.2031
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(TESTING) task: 2, epoch: 4/125, loss: 1.6073, acc: 0.2188
(TESTING) task: 2, epoch: 4/125, loss: 1.6084, acc: 0.1875
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(TESTING) task: 2, epoch: 5/125, loss: 1.6175, acc: 0.1562
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(TESTING) task: 2, epoch: 23/125, loss: 1.5833, acc: 0.3333
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(TESTING) task: 2, epoch: 24/125, loss: 1.5864, acc: 0.3333
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(TESTING) task: 2, epoch: 25/125, loss: 1.5938, acc: 0.2500
(TESTING) task: 2, epoch: 25/125, loss: 1.5830, acc: 0.3438
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(TRAINING) task: 2, epoch: 31/125, loss: 1.5629, acc: 0.6328
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(TRAINING) task: 2, epoch: 32/125, loss: 1.5622, acc: 0.5977
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(TRAINING) task: 2, epoch: 33/125, loss: 1.5621, acc: 0.6250
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(TRAINING) task: 2, epoch: 34/125, loss: 1.5556, acc: 0.6680
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(TRAINING) task: 2, epoch: 35/125, loss: 1.5551, acc: 0.6797
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(TESTING) task: 2, epoch: 35/125, loss: 1.5622, acc: 0.6042
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(TRAINING) task: 2, epoch: 36/125, loss: 1.5524, acc: 0.7266
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(TESTING) task: 2, epoch: 36/125, loss: 1.5717, acc: 0.3750
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(TESTING) task: 2, epoch: 36/125, loss: 1.5595, acc: 0.6406
(TRAINING) task: 2, epoch: 37/125, loss: 1.5504, acc: 0.7070
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(TRAINING) task: 2, epoch: 38/125, loss: 1.5462, acc: 0.7188
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(TESTING) task: 2, epoch: 38/125, loss: 1.5474, acc: 0.7500
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(TRAINING) task: 2, epoch: 39/125, loss: 1.5475, acc: 0.7148
(TRAINING) task: 2, epoch: 39/125, loss: 1.5432, acc: 0.7413
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(TESTING) task: 2, epoch: 39/125, loss: 1.5535, acc: 0.6875
(TESTING) task: 2, epoch: 39/125, loss: 1.5549, acc: 0.6719
(TRAINING) task: 2, epoch: 40/125, loss: 1.5428, acc: 0.7500
(TRAINING) task: 2, epoch: 40/125, loss: 1.5406, acc: 0.7423
(TESTING) task: 2, epoch: 40/125, loss: 1.5534, acc: 0.6250
(TESTING) task: 2, epoch: 40/125, loss: 1.5564, acc: 0.6250
(TESTING) task: 2, epoch: 40/125, loss: 1.5541, acc: 0.6667
(TESTING) task: 2, epoch: 40/125, loss: 1.5505, acc: 0.6875
(TRAINING) task: 2, epoch: 41/125, loss: 1.5343, acc: 0.7930
(TRAINING) task: 2, epoch: 41/125, loss: 1.5386, acc: 0.7472
(TESTING) task: 2, epoch: 41/125, loss: 1.5614, acc: 0.6875
(TESTING) task: 2, epoch: 41/125, loss: 1.5496, acc: 0.6875
(TESTING) task: 2, epoch: 41/125, loss: 1.5525, acc: 0.6667
(TESTING) task: 2, epoch: 41/125, loss: 1.5479, acc: 0.7188
(TRAINING) task: 2, epoch: 42/125, loss: 1.5383, acc: 0.7305
(TRAINING) task: 2, epoch: 42/125, loss: 1.5350, acc: 0.7586
(TESTING) task: 2, epoch: 42/125, loss: 1.5390, acc: 0.9375
(TESTING) task: 2, epoch: 42/125, loss: 1.5522, acc: 0.7188
(TESTING) task: 2, epoch: 42/125, loss: 1.5486, acc: 0.7292
(TESTING) task: 2, epoch: 42/125, loss: 1.5467, acc: 0.7031
(TRAINING) task: 2, epoch: 43/125, loss: 1.5370, acc: 0.7344
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(TRAINING) task: 2, epoch: 44/125, loss: 1.5315, acc: 0.7734
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(TESTING) task: 2, epoch: 44/125, loss: 1.5326, acc: 0.8125
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(TRAINING) task: 2, epoch: 45/125, loss: 1.5303, acc: 0.7383
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(TESTING) task: 2, epoch: 45/125, loss: 1.5432, acc: 0.7083
(TESTING) task: 2, epoch: 45/125, loss: 1.5385, acc: 0.7500
(TRAINING) task: 2, epoch: 46/125, loss: 1.5249, acc: 0.7812
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(TESTING) task: 2, epoch: 46/125, loss: 1.5262, acc: 0.8125
(TESTING) task: 2, epoch: 46/125, loss: 1.5367, acc: 0.7188
(TESTING) task: 2, epoch: 46/125, loss: 1.5319, acc: 0.7500
(TESTING) task: 2, epoch: 46/125, loss: 1.5425, acc: 0.7500
(TRAINING) task: 2, epoch: 47/125, loss: 1.5211, acc: 0.7891
(TRAINING) task: 2, epoch: 47/125, loss: 1.5207, acc: 0.8140
(TESTING) task: 2, epoch: 47/125, loss: 1.5568, acc: 0.6250
(TESTING) task: 2, epoch: 47/125, loss: 1.5380, acc: 0.7812
(TESTING) task: 2, epoch: 47/125, loss: 1.5385, acc: 0.7708
(TESTING) task: 2, epoch: 47/125, loss: 1.5332, acc: 0.7344
(TRAINING) task: 2, epoch: 48/125, loss: 1.5182, acc: 0.7930
(TRAINING) task: 2, epoch: 48/125, loss: 1.5173, acc: 0.8183
(TESTING) task: 2, epoch: 48/125, loss: 1.5495, acc: 0.6875
(TESTING) task: 2, epoch: 48/125, loss: 1.5292, acc: 0.7812
(TESTING) task: 2, epoch: 48/125, loss: 1.5319, acc: 0.7292
(TESTING) task: 2, epoch: 48/125, loss: 1.5338, acc: 0.7656
(TRAINING) task: 2, epoch: 49/125, loss: 1.5152, acc: 0.8164
(TRAINING) task: 2, epoch: 49/125, loss: 1.5143, acc: 0.8205
(TESTING) task: 2, epoch: 49/125, loss: 1.5294, acc: 0.8125
(TESTING) task: 2, epoch: 49/125, loss: 1.5332, acc: 0.7500
(TESTING) task: 2, epoch: 49/125, loss: 1.5313, acc: 0.7500
(TESTING) task: 2, epoch: 49/125, loss: 1.5299, acc: 0.7812
(TRAINING) task: 2, epoch: 50/125, loss: 1.5075, acc: 0.8398
(TRAINING) task: 2, epoch: 50/125, loss: 1.5117, acc: 0.8299
(TESTING) task: 2, epoch: 50/125, loss: 1.5254, acc: 0.6875
(TESTING) task: 2, epoch: 50/125, loss: 1.5390, acc: 0.6875
(TESTING) task: 2, epoch: 50/125, loss: 1.5364, acc: 0.7500
(TESTING) task: 2, epoch: 50/125, loss: 1.5214, acc: 0.8125
(TRAINING) task: 2, epoch: 51/125, loss: 1.5070, acc: 0.8477
(TRAINING) task: 2, epoch: 51/125, loss: 1.5081, acc: 0.8290
(TESTING) task: 2, epoch: 51/125, loss: 1.5118, acc: 0.9375
(TESTING) task: 2, epoch: 51/125, loss: 1.5215, acc: 0.8125
(TESTING) task: 2, epoch: 51/125, loss: 1.5275, acc: 0.7708
(TESTING) task: 2, epoch: 51/125, loss: 1.5234, acc: 0.7969
(TRAINING) task: 2, epoch: 52/125, loss: 1.5056, acc: 0.8320
(TRAINING) task: 2, epoch: 52/125, loss: 1.5046, acc: 0.8307
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(TESTING) task: 2, epoch: 52/125, loss: 1.5221, acc: 0.7708
(TESTING) task: 2, epoch: 52/125, loss: 1.5226, acc: 0.7969
(TRAINING) task: 2, epoch: 53/125, loss: 1.5067, acc: 0.8242
(TRAINING) task: 2, epoch: 53/125, loss: 1.5007, acc: 0.8363
(TESTING) task: 2, epoch: 53/125, loss: 1.5209, acc: 0.8750
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(TESTING) task: 2, epoch: 53/125, loss: 1.5152, acc: 0.7812
(TRAINING) task: 2, epoch: 54/125, loss: 1.4975, acc: 0.8477
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(TESTING) task: 2, epoch: 54/125, loss: 1.5121, acc: 0.7969
(TRAINING) task: 2, epoch: 55/125, loss: 1.4976, acc: 0.8125
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(TESTING) task: 2, epoch: 55/125, loss: 1.5176, acc: 0.7917
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(TRAINING) task: 2, epoch: 56/125, loss: 1.4979, acc: 0.8125
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(TESTING) task: 2, epoch: 56/125, loss: 1.5160, acc: 0.7656
(TRAINING) task: 2, epoch: 57/125, loss: 1.4946, acc: 0.8164
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(TESTING) task: 2, epoch: 57/125, loss: 1.5068, acc: 0.8333
(TESTING) task: 2, epoch: 57/125, loss: 1.5092, acc: 0.8125
(TRAINING) task: 2, epoch: 58/125, loss: 1.4867, acc: 0.8281
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(TRAINING) task: 2, epoch: 59/125, loss: 1.4859, acc: 0.8477
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(TESTING) task: 2, epoch: 59/125, loss: 1.5074, acc: 0.7917
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(TRAINING) task: 2, epoch: 60/125, loss: 1.4758, acc: 0.8398
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(TESTING) task: 2, epoch: 60/125, loss: 1.4782, acc: 0.8750
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(TESTING) task: 2, epoch: 60/125, loss: 1.4948, acc: 0.8333
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(TRAINING) task: 2, epoch: 61/125, loss: 1.4687, acc: 0.8398
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(TRAINING) task: 2, epoch: 62/125, loss: 1.4713, acc: 0.8242
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(TESTING) task: 2, epoch: 63/125, loss: 1.4855, acc: 0.8333
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(TRAINING) task: 2, epoch: 64/125, loss: 1.4633, acc: 0.8516
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(TESTING) task: 2, epoch: 117/125, loss: 1.3241, acc: 0.8333
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(TRAINING) task: 2, epoch: 118/125, loss: 1.2840, acc: 0.8672
(TRAINING) task: 2, epoch: 118/125, loss: 1.2795, acc: 0.8625
(TESTING) task: 2, epoch: 118/125, loss: 1.2740, acc: 0.8750
(TESTING) task: 2, epoch: 118/125, loss: 1.2775, acc: 0.8750
(TESTING) task: 2, epoch: 118/125, loss: 1.3001, acc: 0.8542
(TESTING) task: 2, epoch: 118/125, loss: 1.3181, acc: 0.8594
(TRAINING) task: 2, epoch: 119/125, loss: 1.2762, acc: 0.8438
(TRAINING) task: 2, epoch: 119/125, loss: 1.2776, acc: 0.8674
(TESTING) task: 2, epoch: 119/125, loss: 1.2513, acc: 0.8750
(TESTING) task: 2, epoch: 119/125, loss: 1.3451, acc: 0.8438
(TESTING) task: 2, epoch: 119/125, loss: 1.3142, acc: 0.8750
(TESTING) task: 2, epoch: 119/125, loss: 1.3034, acc: 0.8750
(TRAINING) task: 2, epoch: 120/125, loss: 1.2781, acc: 0.8633
(TRAINING) task: 2, epoch: 120/125, loss: 1.2749, acc: 0.8653
(TESTING) task: 2, epoch: 120/125, loss: 1.3129, acc: 0.8125
(TESTING) task: 2, epoch: 120/125, loss: 1.2962, acc: 0.9062
(TESTING) task: 2, epoch: 120/125, loss: 1.3279, acc: 0.8542
(TESTING) task: 2, epoch: 120/125, loss: 1.2882, acc: 0.8906
(TRAINING) task: 2, epoch: 121/125, loss: 1.2781, acc: 0.8633
(TRAINING) task: 2, epoch: 121/125, loss: 1.2719, acc: 0.8724
(TESTING) task: 2, epoch: 121/125, loss: 1.3666, acc: 0.8125
(TESTING) task: 2, epoch: 121/125, loss: 1.3373, acc: 0.8438
(TESTING) task: 2, epoch: 121/125, loss: 1.3188, acc: 0.8542
(TESTING) task: 2, epoch: 121/125, loss: 1.2911, acc: 0.8906
(TRAINING) task: 2, epoch: 122/125, loss: 1.2692, acc: 0.8711
(TRAINING) task: 2, epoch: 122/125, loss: 1.2703, acc: 0.8739
(TESTING) task: 2, epoch: 122/125, loss: 1.2352, acc: 1.0000
(TESTING) task: 2, epoch: 122/125, loss: 1.2672, acc: 0.9688
(TESTING) task: 2, epoch: 122/125, loss: 1.3069, acc: 0.8958
(TESTING) task: 2, epoch: 122/125, loss: 1.2958, acc: 0.8594
(TRAINING) task: 2, epoch: 123/125, loss: 1.2653, acc: 0.8633
(TRAINING) task: 2, epoch: 123/125, loss: 1.2681, acc: 0.8748
(TESTING) task: 2, epoch: 123/125, loss: 1.3547, acc: 0.7500
(TESTING) task: 2, epoch: 123/125, loss: 1.3247, acc: 0.8438
(TESTING) task: 2, epoch: 123/125, loss: 1.3030, acc: 0.8750
(TESTING) task: 2, epoch: 123/125, loss: 1.2947, acc: 0.8750
(TRAINING) task: 2, epoch: 124/125, loss: 1.2684, acc: 0.8789
(TRAINING) task: 2, epoch: 124/125, loss: 1.2651, acc: 0.8778
(TESTING) task: 2, epoch: 124/125, loss: 1.3778, acc: 0.8125
(TESTING) task: 2, epoch: 124/125, loss: 1.3451, acc: 0.8125
(TESTING) task: 2, epoch: 124/125, loss: 1.2843, acc: 0.8750
(TESTING) task: 2, epoch: 124/125, loss: 1.3045, acc: 0.8750
#params=56069
(TRAINING) task: 3, epoch: 0/125, loss: 1.6213, acc: 0.1328
(TRAINING) task: 3, epoch: 0/125, loss: 1.6195, acc: 0.1543
(TRAINING) task: 3, epoch: 0/125, loss: 1.6189, acc: 0.1567
(TESTING) task: 3, epoch: 0/125, loss: 1.6223, acc: 0.1250
(TESTING) task: 3, epoch: 0/125, loss: 1.6283, acc: 0.0625
(TESTING) task: 3, epoch: 0/125, loss: 1.6243, acc: 0.0833
(TESTING) task: 3, epoch: 0/125, loss: 1.6222, acc: 0.0938
(TESTING) task: 3, epoch: 0/125, loss: 1.6215, acc: 0.0875
(TESTING) task: 3, epoch: 0/125, loss: 1.6182, acc: 0.1443
(TRAINING) task: 3, epoch: 1/125, loss: 1.6154, acc: 0.1836
(TRAINING) task: 3, epoch: 1/125, loss: 1.6149, acc: 0.1914
(TRAINING) task: 3, epoch: 1/125, loss: 1.6169, acc: 0.1709
(TESTING) task: 3, epoch: 1/125, loss: 1.6345, acc: 0.0625
(TESTING) task: 3, epoch: 1/125, loss: 1.6251, acc: 0.0625
(TESTING) task: 3, epoch: 1/125, loss: 1.6190, acc: 0.1042
(TESTING) task: 3, epoch: 1/125, loss: 1.6177, acc: 0.1250
(TESTING) task: 3, epoch: 1/125, loss: 1.6177, acc: 0.1250
(TESTING) task: 3, epoch: 1/125, loss: 1.6186, acc: 0.1280
(TRAINING) task: 3, epoch: 2/125, loss: 1.6125, acc: 0.1875
(TRAINING) task: 3, epoch: 2/125, loss: 1.6135, acc: 0.1934
(TRAINING) task: 3, epoch: 2/125, loss: 1.6148, acc: 0.1840
(TESTING) task: 3, epoch: 2/125, loss: 1.6076, acc: 0.1250
(TESTING) task: 3, epoch: 2/125, loss: 1.6192, acc: 0.0938
(TESTING) task: 3, epoch: 2/125, loss: 1.6207, acc: 0.1042
(TESTING) task: 3, epoch: 2/125, loss: 1.6195, acc: 0.1094
(TESTING) task: 3, epoch: 2/125, loss: 1.6165, acc: 0.1250
(TESTING) task: 3, epoch: 2/125, loss: 1.6167, acc: 0.1756
(TRAINING) task: 3, epoch: 3/125, loss: 1.6161, acc: 0.1719
(TRAINING) task: 3, epoch: 3/125, loss: 1.6138, acc: 0.1914
(TRAINING) task: 3, epoch: 3/125, loss: 1.6127, acc: 0.2024
(TESTING) task: 3, epoch: 3/125, loss: 1.6091, acc: 0.1875
(TESTING) task: 3, epoch: 3/125, loss: 1.6116, acc: 0.1562
(TESTING) task: 3, epoch: 3/125, loss: 1.6070, acc: 0.2083
(TESTING) task: 3, epoch: 3/125, loss: 1.6107, acc: 0.1719
(TESTING) task: 3, epoch: 3/125, loss: 1.6149, acc: 0.1500
(TESTING) task: 3, epoch: 3/125, loss: 1.6152, acc: 0.1488
(TRAINING) task: 3, epoch: 4/125, loss: 1.6106, acc: 0.2500
(TRAINING) task: 3, epoch: 4/125, loss: 1.6122, acc: 0.2168
(TRAINING) task: 3, epoch: 4/125, loss: 1.6106, acc: 0.2167
(TESTING) task: 3, epoch: 4/125, loss: 1.6124, acc: 0.0625
(TESTING) task: 3, epoch: 4/125, loss: 1.6095, acc: 0.1875
(TESTING) task: 3, epoch: 4/125, loss: 1.6113, acc: 0.1875
(TESTING) task: 3, epoch: 4/125, loss: 1.6161, acc: 0.1562
(TESTING) task: 3, epoch: 4/125, loss: 1.6133, acc: 0.1875
(TESTING) task: 3, epoch: 4/125, loss: 1.6132, acc: 0.1562
(TRAINING) task: 3, epoch: 5/125, loss: 1.6110, acc: 0.1953
(TRAINING) task: 3, epoch: 5/125, loss: 1.6091, acc: 0.2148
(TRAINING) task: 3, epoch: 5/125, loss: 1.6085, acc: 0.2312
(TESTING) task: 3, epoch: 5/125, loss: 1.6088, acc: 0.2500
(TESTING) task: 3, epoch: 5/125, loss: 1.6082, acc: 0.2188
(TESTING) task: 3, epoch: 5/125, loss: 1.6047, acc: 0.2500
(TESTING) task: 3, epoch: 5/125, loss: 1.6082, acc: 0.2500
(TESTING) task: 3, epoch: 5/125, loss: 1.6091, acc: 0.2125
(TESTING) task: 3, epoch: 5/125, loss: 1.6141, acc: 0.1771
(TRAINING) task: 3, epoch: 6/125, loss: 1.6063, acc: 0.2852
(TRAINING) task: 3, epoch: 6/125, loss: 1.6062, acc: 0.2520
(TRAINING) task: 3, epoch: 6/125, loss: 1.6062, acc: 0.2520
(TESTING) task: 3, epoch: 6/125, loss: 1.5974, acc: 0.3125
(TESTING) task: 3, epoch: 6/125, loss: 1.6039, acc: 0.2812
(TESTING) task: 3, epoch: 6/125, loss: 1.6021, acc: 0.3333
(TESTING) task: 3, epoch: 6/125, loss: 1.6075, acc: 0.2969
(TESTING) task: 3, epoch: 6/125, loss: 1.6089, acc: 0.2500
(TESTING) task: 3, epoch: 6/125, loss: 1.6101, acc: 0.2321
(TRAINING) task: 3, epoch: 7/125, loss: 1.6040, acc: 0.2930
(TRAINING) task: 3, epoch: 7/125, loss: 1.6030, acc: 0.2969
(TRAINING) task: 3, epoch: 7/125, loss: 1.6038, acc: 0.2727
(TESTING) task: 3, epoch: 7/125, loss: 1.6204, acc: 0.1875
(TESTING) task: 3, epoch: 7/125, loss: 1.6114, acc: 0.2188
(TESTING) task: 3, epoch: 7/125, loss: 1.6084, acc: 0.2292
(TESTING) task: 3, epoch: 7/125, loss: 1.6094, acc: 0.2344
(TESTING) task: 3, epoch: 7/125, loss: 1.6067, acc: 0.2625
(TESTING) task: 3, epoch: 7/125, loss: 1.6086, acc: 0.2188
(TRAINING) task: 3, epoch: 8/125, loss: 1.6006, acc: 0.2891
(TRAINING) task: 3, epoch: 8/125, loss: 1.6006, acc: 0.2852
(TRAINING) task: 3, epoch: 8/125, loss: 1.6015, acc: 0.2859
(TESTING) task: 3, epoch: 8/125, loss: 1.5803, acc: 0.4375
(TESTING) task: 3, epoch: 8/125, loss: 1.6009, acc: 0.3438
(TESTING) task: 3, epoch: 8/125, loss: 1.6025, acc: 0.3333
(TESTING) task: 3, epoch: 8/125, loss: 1.6083, acc: 0.2656
(TESTING) task: 3, epoch: 8/125, loss: 1.6070, acc: 0.2500
(TESTING) task: 3, epoch: 8/125, loss: 1.6044, acc: 0.2321
(TRAINING) task: 3, epoch: 9/125, loss: 1.5998, acc: 0.3164
(TRAINING) task: 3, epoch: 9/125, loss: 1.6008, acc: 0.3008
(TRAINING) task: 3, epoch: 9/125, loss: 1.5990, acc: 0.3108
(TESTING) task: 3, epoch: 9/125, loss: 1.6141, acc: 0.2500
(TESTING) task: 3, epoch: 9/125, loss: 1.6030, acc: 0.2812
(TESTING) task: 3, epoch: 9/125, loss: 1.6014, acc: 0.2917
(TESTING) task: 3, epoch: 9/125, loss: 1.6029, acc: 0.2812
(TESTING) task: 3, epoch: 9/125, loss: 1.6050, acc: 0.2625
(TESTING) task: 3, epoch: 9/125, loss: 1.6018, acc: 0.2664
(TRAINING) task: 3, epoch: 10/125, loss: 1.5953, acc: 0.3164
(TRAINING) task: 3, epoch: 10/125, loss: 1.5965, acc: 0.3203
(TRAINING) task: 3, epoch: 10/125, loss: 1.5962, acc: 0.3317
(TESTING) task: 3, epoch: 10/125, loss: 1.6050, acc: 0.2500
(TESTING) task: 3, epoch: 10/125, loss: 1.5992, acc: 0.3438
(TESTING) task: 3, epoch: 10/125, loss: 1.6006, acc: 0.2708
(TESTING) task: 3, epoch: 10/125, loss: 1.5999, acc: 0.2812
(TESTING) task: 3, epoch: 10/125, loss: 1.6013, acc: 0.2750
(TESTING) task: 3, epoch: 10/125, loss: 1.6012, acc: 0.2530
(TRAINING) task: 3, epoch: 11/125, loss: 1.5928, acc: 0.3672
(TRAINING) task: 3, epoch: 11/125, loss: 1.5925, acc: 0.3652
(TRAINING) task: 3, epoch: 11/125, loss: 1.5934, acc: 0.3564
(TESTING) task: 3, epoch: 11/125, loss: 1.6196, acc: 0.1875
(TESTING) task: 3, epoch: 11/125, loss: 1.6016, acc: 0.2500
(TESTING) task: 3, epoch: 11/125, loss: 1.6009, acc: 0.2708
(TESTING) task: 3, epoch: 11/125, loss: 1.5996, acc: 0.2812
(TESTING) task: 3, epoch: 11/125, loss: 1.5997, acc: 0.2750
(TESTING) task: 3, epoch: 11/125, loss: 1.5978, acc: 0.2768
(TRAINING) task: 3, epoch: 12/125, loss: 1.5901, acc: 0.3750
(TRAINING) task: 3, epoch: 12/125, loss: 1.5919, acc: 0.3633
(TRAINING) task: 3, epoch: 12/125, loss: 1.5906, acc: 0.3787
(TESTING) task: 3, epoch: 12/125, loss: 1.5932, acc: 0.3125
(TESTING) task: 3, epoch: 12/125, loss: 1.5902, acc: 0.3438
(TESTING) task: 3, epoch: 12/125, loss: 1.5968, acc: 0.2917
(TESTING) task: 3, epoch: 12/125, loss: 1.5927, acc: 0.3438
(TESTING) task: 3, epoch: 12/125, loss: 1.5954, acc: 0.3125
(TESTING) task: 3, epoch: 12/125, loss: 1.5973, acc: 0.2842
(TRAINING) task: 3, epoch: 13/125, loss: 1.5900, acc: 0.3750
(TRAINING) task: 3, epoch: 13/125, loss: 1.5890, acc: 0.3770
(TRAINING) task: 3, epoch: 13/125, loss: 1.5877, acc: 0.3943
(TESTING) task: 3, epoch: 13/125, loss: 1.6056, acc: 0.3750
(TESTING) task: 3, epoch: 13/125, loss: 1.6015, acc: 0.3125
(TESTING) task: 3, epoch: 13/125, loss: 1.5891, acc: 0.4375
(TESTING) task: 3, epoch: 13/125, loss: 1.5923, acc: 0.4062
(TESTING) task: 3, epoch: 13/125, loss: 1.5924, acc: 0.3625
(TESTING) task: 3, epoch: 13/125, loss: 1.5956, acc: 0.3021
(TRAINING) task: 3, epoch: 14/125, loss: 1.5870, acc: 0.4219
(TRAINING) task: 3, epoch: 14/125, loss: 1.5867, acc: 0.4062
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(TESTING) task: 3, epoch: 14/125, loss: 1.5906, acc: 0.3750
(TESTING) task: 3, epoch: 14/125, loss: 1.5929, acc: 0.3438
(TESTING) task: 3, epoch: 14/125, loss: 1.5898, acc: 0.3958
(TESTING) task: 3, epoch: 14/125, loss: 1.5884, acc: 0.3750
(TESTING) task: 3, epoch: 14/125, loss: 1.5920, acc: 0.3750
(TESTING) task: 3, epoch: 14/125, loss: 1.5905, acc: 0.3839
(TRAINING) task: 3, epoch: 15/125, loss: 1.5837, acc: 0.4180
(TRAINING) task: 3, epoch: 15/125, loss: 1.5827, acc: 0.4258
(TRAINING) task: 3, epoch: 15/125, loss: 1.5817, acc: 0.4335
(TESTING) task: 3, epoch: 15/125, loss: 1.6033, acc: 0.3750
(TESTING) task: 3, epoch: 15/125, loss: 1.5953, acc: 0.3438
(TESTING) task: 3, epoch: 15/125, loss: 1.5894, acc: 0.3750
(TESTING) task: 3, epoch: 15/125, loss: 1.5868, acc: 0.4062
(TESTING) task: 3, epoch: 15/125, loss: 1.5872, acc: 0.4125
(TESTING) task: 3, epoch: 15/125, loss: 1.5905, acc: 0.3914
(TRAINING) task: 3, epoch: 16/125, loss: 1.5813, acc: 0.4531
(TRAINING) task: 3, epoch: 16/125, loss: 1.5796, acc: 0.4355
(TRAINING) task: 3, epoch: 16/125, loss: 1.5788, acc: 0.4518
(TESTING) task: 3, epoch: 16/125, loss: 1.5701, acc: 0.5625
(TESTING) task: 3, epoch: 16/125, loss: 1.5770, acc: 0.5000
(TESTING) task: 3, epoch: 16/125, loss: 1.5753, acc: 0.5208
(TESTING) task: 3, epoch: 16/125, loss: 1.5839, acc: 0.4375
(TESTING) task: 3, epoch: 16/125, loss: 1.5849, acc: 0.4125
(TESTING) task: 3, epoch: 16/125, loss: 1.5874, acc: 0.4152
(TRAINING) task: 3, epoch: 17/125, loss: 1.5781, acc: 0.4570
(TRAINING) task: 3, epoch: 17/125, loss: 1.5765, acc: 0.4668
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(TESTING) task: 3, epoch: 17/125, loss: 1.5608, acc: 0.6250
(TESTING) task: 3, epoch: 17/125, loss: 1.5627, acc: 0.5938
(TESTING) task: 3, epoch: 17/125, loss: 1.5814, acc: 0.4375
(TESTING) task: 3, epoch: 17/125, loss: 1.5810, acc: 0.4688
(TESTING) task: 3, epoch: 17/125, loss: 1.5827, acc: 0.4375
(TESTING) task: 3, epoch: 17/125, loss: 1.5840, acc: 0.4360
(TRAINING) task: 3, epoch: 18/125, loss: 1.5744, acc: 0.4688
(TRAINING) task: 3, epoch: 18/125, loss: 1.5722, acc: 0.4961
(TRAINING) task: 3, epoch: 18/125, loss: 1.5721, acc: 0.4908
(TESTING) task: 3, epoch: 18/125, loss: 1.5789, acc: 0.5000
(TESTING) task: 3, epoch: 18/125, loss: 1.5725, acc: 0.5312
(TESTING) task: 3, epoch: 18/125, loss: 1.5741, acc: 0.4792
(TESTING) task: 3, epoch: 18/125, loss: 1.5744, acc: 0.4688
(TESTING) task: 3, epoch: 18/125, loss: 1.5796, acc: 0.4250
(TESTING) task: 3, epoch: 18/125, loss: 1.5815, acc: 0.4494
(TRAINING) task: 3, epoch: 19/125, loss: 1.5714, acc: 0.5078
(TRAINING) task: 3, epoch: 19/125, loss: 1.5698, acc: 0.5176
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(TESTING) task: 3, epoch: 19/125, loss: 1.5606, acc: 0.5625
(TESTING) task: 3, epoch: 19/125, loss: 1.5687, acc: 0.5000
(TESTING) task: 3, epoch: 19/125, loss: 1.5696, acc: 0.5000
(TESTING) task: 3, epoch: 19/125, loss: 1.5698, acc: 0.5156
(TESTING) task: 3, epoch: 19/125, loss: 1.5770, acc: 0.4500
(TESTING) task: 3, epoch: 19/125, loss: 1.5782, acc: 0.4464
(TRAINING) task: 3, epoch: 20/125, loss: 1.5630, acc: 0.5508
(TRAINING) task: 3, epoch: 20/125, loss: 1.5645, acc: 0.5352
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(TESTING) task: 3, epoch: 20/125, loss: 1.5595, acc: 0.6250
(TESTING) task: 3, epoch: 20/125, loss: 1.5691, acc: 0.4688
(TESTING) task: 3, epoch: 20/125, loss: 1.5679, acc: 0.5000
(TESTING) task: 3, epoch: 20/125, loss: 1.5725, acc: 0.4688
(TESTING) task: 3, epoch: 20/125, loss: 1.5753, acc: 0.4500
(TESTING) task: 3, epoch: 20/125, loss: 1.5739, acc: 0.4464
(TRAINING) task: 3, epoch: 21/125, loss: 1.5644, acc: 0.5352
(TRAINING) task: 3, epoch: 21/125, loss: 1.5617, acc: 0.5430
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(TESTING) task: 3, epoch: 21/125, loss: 1.5655, acc: 0.6250
(TESTING) task: 3, epoch: 21/125, loss: 1.5815, acc: 0.4062
(TESTING) task: 3, epoch: 21/125, loss: 1.5779, acc: 0.4375
(TESTING) task: 3, epoch: 21/125, loss: 1.5748, acc: 0.4375
(TESTING) task: 3, epoch: 21/125, loss: 1.5703, acc: 0.4500
(TESTING) task: 3, epoch: 21/125, loss: 1.5722, acc: 0.4464
(TRAINING) task: 3, epoch: 22/125, loss: 1.5574, acc: 0.5820
(TRAINING) task: 3, epoch: 22/125, loss: 1.5576, acc: 0.5586
(TRAINING) task: 3, epoch: 22/125, loss: 1.5576, acc: 0.5548
(TESTING) task: 3, epoch: 22/125, loss: 1.5836, acc: 0.3125
(TESTING) task: 3, epoch: 22/125, loss: 1.5810, acc: 0.3438
(TESTING) task: 3, epoch: 22/125, loss: 1.5724, acc: 0.4375
(TESTING) task: 3, epoch: 22/125, loss: 1.5668, acc: 0.4688
(TESTING) task: 3, epoch: 22/125, loss: 1.5671, acc: 0.4750
(TESTING) task: 3, epoch: 22/125, loss: 1.5687, acc: 0.4435
(TRAINING) task: 3, epoch: 23/125, loss: 1.5538, acc: 0.5586
(TRAINING) task: 3, epoch: 23/125, loss: 1.5513, acc: 0.5801
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(TESTING) task: 3, epoch: 23/125, loss: 1.5487, acc: 0.5625
(TESTING) task: 3, epoch: 23/125, loss: 1.5574, acc: 0.5312
(TESTING) task: 3, epoch: 23/125, loss: 1.5607, acc: 0.5417
(TESTING) task: 3, epoch: 23/125, loss: 1.5587, acc: 0.5156
(TESTING) task: 3, epoch: 23/125, loss: 1.5661, acc: 0.4625
(TESTING) task: 3, epoch: 23/125, loss: 1.5620, acc: 0.4807
(TRAINING) task: 3, epoch: 24/125, loss: 1.5467, acc: 0.5938
(TRAINING) task: 3, epoch: 24/125, loss: 1.5490, acc: 0.5684
(TRAINING) task: 3, epoch: 24/125, loss: 1.5498, acc: 0.5692
(TESTING) task: 3, epoch: 24/125, loss: 1.5798, acc: 0.2500
(TESTING) task: 3, epoch: 24/125, loss: 1.5595, acc: 0.3750
(TESTING) task: 3, epoch: 24/125, loss: 1.5646, acc: 0.3958
(TESTING) task: 3, epoch: 24/125, loss: 1.5607, acc: 0.4531
(TESTING) task: 3, epoch: 24/125, loss: 1.5610, acc: 0.4625
(TESTING) task: 3, epoch: 24/125, loss: 1.5600, acc: 0.4807
(TRAINING) task: 3, epoch: 25/125, loss: 1.5419, acc: 0.6172
(TRAINING) task: 3, epoch: 25/125, loss: 1.5436, acc: 0.5977
(TRAINING) task: 3, epoch: 25/125, loss: 1.5458, acc: 0.5769
(TESTING) task: 3, epoch: 25/125, loss: 1.5594, acc: 0.3750
(TESTING) task: 3, epoch: 25/125, loss: 1.5547, acc: 0.4688
(TESTING) task: 3, epoch: 25/125, loss: 1.5582, acc: 0.5000
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(TESTING) task: 3, epoch: 25/125, loss: 1.5588, acc: 0.5000
(TESTING) task: 3, epoch: 25/125, loss: 1.5547, acc: 0.5357
(TRAINING) task: 3, epoch: 26/125, loss: 1.5398, acc: 0.6172
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(TESTING) task: 3, epoch: 118/125, loss: 1.1544, acc: 0.9167
(TESTING) task: 3, epoch: 118/125, loss: 1.1794, acc: 0.8750
(TESTING) task: 3, epoch: 118/125, loss: 1.1789, acc: 0.8750
(TESTING) task: 3, epoch: 118/125, loss: 1.1667, acc: 0.8958
(TRAINING) task: 3, epoch: 119/125, loss: 1.1644, acc: 0.9102
(TRAINING) task: 3, epoch: 119/125, loss: 1.1572, acc: 0.9336
(TRAINING) task: 3, epoch: 119/125, loss: 1.1455, acc: 0.9387
(TESTING) task: 3, epoch: 119/125, loss: 1.0797, acc: 1.0000
(TESTING) task: 3, epoch: 119/125, loss: 1.1523, acc: 0.9062
(TESTING) task: 3, epoch: 119/125, loss: 1.1434, acc: 0.9167
(TESTING) task: 3, epoch: 119/125, loss: 1.1641, acc: 0.8906
(TESTING) task: 3, epoch: 119/125, loss: 1.1668, acc: 0.9000
(TESTING) task: 3, epoch: 119/125, loss: 1.1761, acc: 0.8929
(TRAINING) task: 3, epoch: 120/125, loss: 1.1493, acc: 0.9492
(TRAINING) task: 3, epoch: 120/125, loss: 1.1377, acc: 0.9453
(TRAINING) task: 3, epoch: 120/125, loss: 1.1437, acc: 0.9386
(TESTING) task: 3, epoch: 120/125, loss: 1.1272, acc: 0.9375
(TESTING) task: 3, epoch: 120/125, loss: 1.1868, acc: 0.9062
(TESTING) task: 3, epoch: 120/125, loss: 1.1862, acc: 0.8542
(TESTING) task: 3, epoch: 120/125, loss: 1.1660, acc: 0.8906
(TESTING) task: 3, epoch: 120/125, loss: 1.1688, acc: 0.8875
(TESTING) task: 3, epoch: 120/125, loss: 1.1697, acc: 0.9062
(TRAINING) task: 3, epoch: 121/125, loss: 1.1385, acc: 0.9453
(TRAINING) task: 3, epoch: 121/125, loss: 1.1400, acc: 0.9434
(TRAINING) task: 3, epoch: 121/125, loss: 1.1417, acc: 0.9399
(TESTING) task: 3, epoch: 121/125, loss: 1.1593, acc: 0.8750
(TESTING) task: 3, epoch: 121/125, loss: 1.1700, acc: 0.8750
(TESTING) task: 3, epoch: 121/125, loss: 1.1633, acc: 0.8958
(TESTING) task: 3, epoch: 121/125, loss: 1.1632, acc: 0.8906
(TESTING) task: 3, epoch: 121/125, loss: 1.1616, acc: 0.8875
(TESTING) task: 3, epoch: 121/125, loss: 1.1730, acc: 0.9062
(TRAINING) task: 3, epoch: 122/125, loss: 1.1556, acc: 0.9258
(TRAINING) task: 3, epoch: 122/125, loss: 1.1465, acc: 0.9316
(TRAINING) task: 3, epoch: 122/125, loss: 1.1398, acc: 0.9400
(TESTING) task: 3, epoch: 122/125, loss: 1.1588, acc: 0.8750
(TESTING) task: 3, epoch: 122/125, loss: 1.1701, acc: 0.9062
(TESTING) task: 3, epoch: 122/125, loss: 1.1838, acc: 0.8958
(TESTING) task: 3, epoch: 122/125, loss: 1.1584, acc: 0.9062
(TESTING) task: 3, epoch: 122/125, loss: 1.1624, acc: 0.8875
(TESTING) task: 3, epoch: 122/125, loss: 1.1689, acc: 0.9062
(TRAINING) task: 3, epoch: 123/125, loss: 1.1222, acc: 0.9453
(TRAINING) task: 3, epoch: 123/125, loss: 1.1374, acc: 0.9336
(TRAINING) task: 3, epoch: 123/125, loss: 1.1378, acc: 0.9413
(TESTING) task: 3, epoch: 123/125, loss: 1.1819, acc: 0.9375
(TESTING) task: 3, epoch: 123/125, loss: 1.1514, acc: 0.9062
(TESTING) task: 3, epoch: 123/125, loss: 1.1650, acc: 0.9167
(TESTING) task: 3, epoch: 123/125, loss: 1.1571, acc: 0.9219
(TESTING) task: 3, epoch: 123/125, loss: 1.1556, acc: 0.9250
(TESTING) task: 3, epoch: 123/125, loss: 1.1711, acc: 0.8899
(TRAINING) task: 3, epoch: 124/125, loss: 1.1417, acc: 0.9414
(TRAINING) task: 3, epoch: 124/125, loss: 1.1431, acc: 0.9434
(TRAINING) task: 3, epoch: 124/125, loss: 1.1356, acc: 0.9426
(TESTING) task: 3, epoch: 124/125, loss: 1.1469, acc: 1.0000
(TESTING) task: 3, epoch: 124/125, loss: 1.1473, acc: 0.9375
(TESTING) task: 3, epoch: 124/125, loss: 1.1768, acc: 0.9375
(TESTING) task: 3, epoch: 124/125, loss: 1.1798, acc: 0.9062
(TESTING) task: 3, epoch: 124/125, loss: 1.1732, acc: 0.9000
(TESTING) task: 3, epoch: 124/125, loss: 1.1483, acc: 0.9167
#params=56069
(TRAINING) task: 4, epoch: 0/125, loss: 1.6000, acc: 0.2344
(TRAINING) task: 4, epoch: 0/125, loss: 1.6014, acc: 0.2168
(TRAINING) task: 4, epoch: 0/125, loss: 1.6007, acc: 0.2225
(TESTING) task: 4, epoch: 0/125, loss: 1.5909, acc: 0.3125
(TESTING) task: 4, epoch: 0/125, loss: 1.5897, acc: 0.3438
(TESTING) task: 4, epoch: 0/125, loss: 1.5932, acc: 0.2708
(TESTING) task: 4, epoch: 0/125, loss: 1.5938, acc: 0.2656
(TESTING) task: 4, epoch: 0/125, loss: 1.5954, acc: 0.2625
(TRAINING) task: 4, epoch: 1/125, loss: 1.6008, acc: 0.2266
(TRAINING) task: 4, epoch: 1/125, loss: 1.5999, acc: 0.2402
(TRAINING) task: 4, epoch: 1/125, loss: 1.5984, acc: 0.2453
(TESTING) task: 4, epoch: 1/125, loss: 1.5767, acc: 0.3750
(TESTING) task: 4, epoch: 1/125, loss: 1.5888, acc: 0.3125
(TESTING) task: 4, epoch: 1/125, loss: 1.5880, acc: 0.2917
(TESTING) task: 4, epoch: 1/125, loss: 1.5911, acc: 0.3125
(TESTING) task: 4, epoch: 1/125, loss: 1.5938, acc: 0.2750
(TRAINING) task: 4, epoch: 2/125, loss: 1.5969, acc: 0.2852
(TRAINING) task: 4, epoch: 2/125, loss: 1.5964, acc: 0.2676
(TRAINING) task: 4, epoch: 2/125, loss: 1.5966, acc: 0.2599
(TESTING) task: 4, epoch: 2/125, loss: 1.5855, acc: 0.3750
(TESTING) task: 4, epoch: 2/125, loss: 1.5845, acc: 0.4062
(TESTING) task: 4, epoch: 2/125, loss: 1.5910, acc: 0.3542
(TESTING) task: 4, epoch: 2/125, loss: 1.5916, acc: 0.3438
(TESTING) task: 4, epoch: 2/125, loss: 1.5921, acc: 0.3125
(TRAINING) task: 4, epoch: 3/125, loss: 1.5947, acc: 0.3008
(TRAINING) task: 4, epoch: 3/125, loss: 1.5938, acc: 0.2812
(TRAINING) task: 4, epoch: 3/125, loss: 1.5945, acc: 0.2779
(TESTING) task: 4, epoch: 3/125, loss: 1.6029, acc: 0.3125
(TESTING) task: 4, epoch: 3/125, loss: 1.5963, acc: 0.2812
(TESTING) task: 4, epoch: 3/125, loss: 1.5948, acc: 0.3333
(TESTING) task: 4, epoch: 3/125, loss: 1.5934, acc: 0.3438
(TESTING) task: 4, epoch: 3/125, loss: 1.5904, acc: 0.3625
(TRAINING) task: 4, epoch: 4/125, loss: 1.5949, acc: 0.2734
(TRAINING) task: 4, epoch: 4/125, loss: 1.5943, acc: 0.2773
(TRAINING) task: 4, epoch: 4/125, loss: 1.5916, acc: 0.3037
(TESTING) task: 4, epoch: 4/125, loss: 1.5871, acc: 0.3750
(TESTING) task: 4, epoch: 4/125, loss: 1.5864, acc: 0.3438
(TESTING) task: 4, epoch: 4/125, loss: 1.5865, acc: 0.3750
(TESTING) task: 4, epoch: 4/125, loss: 1.5891, acc: 0.3750
(TESTING) task: 4, epoch: 4/125, loss: 1.5887, acc: 0.3875
(TRAINING) task: 4, epoch: 5/125, loss: 1.5927, acc: 0.3164
(TRAINING) task: 4, epoch: 5/125, loss: 1.5911, acc: 0.3281
(TRAINING) task: 4, epoch: 5/125, loss: 1.5895, acc: 0.3251
(TESTING) task: 4, epoch: 5/125, loss: 1.5853, acc: 0.3125
(TESTING) task: 4, epoch: 5/125, loss: 1.5821, acc: 0.3438
(TESTING) task: 4, epoch: 5/125, loss: 1.5884, acc: 0.3542
(TESTING) task: 4, epoch: 5/125, loss: 1.5899, acc: 0.4062
(TESTING) task: 4, epoch: 5/125, loss: 1.5868, acc: 0.4375
(TRAINING) task: 4, epoch: 6/125, loss: 1.5870, acc: 0.3672
(TRAINING) task: 4, epoch: 6/125, loss: 1.5889, acc: 0.3418
(TRAINING) task: 4, epoch: 6/125, loss: 1.5869, acc: 0.3626
(TESTING) task: 4, epoch: 6/125, loss: 1.5796, acc: 0.5000
(TESTING) task: 4, epoch: 6/125, loss: 1.5851, acc: 0.4375
(TESTING) task: 4, epoch: 6/125, loss: 1.5862, acc: 0.4167
(TESTING) task: 4, epoch: 6/125, loss: 1.5847, acc: 0.4219
(TESTING) task: 4, epoch: 6/125, loss: 1.5850, acc: 0.4500
(TRAINING) task: 4, epoch: 7/125, loss: 1.5822, acc: 0.3711
(TRAINING) task: 4, epoch: 7/125, loss: 1.5833, acc: 0.3906
(TRAINING) task: 4, epoch: 7/125, loss: 1.5852, acc: 0.3774
(TESTING) task: 4, epoch: 7/125, loss: 1.5710, acc: 0.5000
(TESTING) task: 4, epoch: 7/125, loss: 1.5805, acc: 0.4375
(TESTING) task: 4, epoch: 7/125, loss: 1.5810, acc: 0.4375
(TESTING) task: 4, epoch: 7/125, loss: 1.5850, acc: 0.4219
(TESTING) task: 4, epoch: 7/125, loss: 1.5830, acc: 0.4750
(TRAINING) task: 4, epoch: 8/125, loss: 1.5856, acc: 0.3711
(TRAINING) task: 4, epoch: 8/125, loss: 1.5838, acc: 0.3867
(TRAINING) task: 4, epoch: 8/125, loss: 1.5819, acc: 0.4067
(TESTING) task: 4, epoch: 8/125, loss: 1.5990, acc: 0.2500
(TESTING) task: 4, epoch: 8/125, loss: 1.5874, acc: 0.4062
(TESTING) task: 4, epoch: 8/125, loss: 1.5837, acc: 0.5208
(TESTING) task: 4, epoch: 8/125, loss: 1.5840, acc: 0.4688
(TESTING) task: 4, epoch: 8/125, loss: 1.5810, acc: 0.5000
(TRAINING) task: 4, epoch: 9/125, loss: 1.5782, acc: 0.4375
(TRAINING) task: 4, epoch: 9/125, loss: 1.5786, acc: 0.4434
(TRAINING) task: 4, epoch: 9/125, loss: 1.5799, acc: 0.4374
(TESTING) task: 4, epoch: 9/125, loss: 1.5671, acc: 0.6875
(TESTING) task: 4, epoch: 9/125, loss: 1.5700, acc: 0.5938
(TESTING) task: 4, epoch: 9/125, loss: 1.5771, acc: 0.5625
(TESTING) task: 4, epoch: 9/125, loss: 1.5766, acc: 0.5156
(TESTING) task: 4, epoch: 9/125, loss: 1.5788, acc: 0.5000
(TRAINING) task: 4, epoch: 10/125, loss: 1.5749, acc: 0.4648
(TRAINING) task: 4, epoch: 10/125, loss: 1.5779, acc: 0.4492
(TRAINING) task: 4, epoch: 10/125, loss: 1.5763, acc: 0.4626
(TESTING) task: 4, epoch: 10/125, loss: 1.5724, acc: 0.5625
(TESTING) task: 4, epoch: 10/125, loss: 1.5789, acc: 0.4375
(TESTING) task: 4, epoch: 10/125, loss: 1.5748, acc: 0.4583
(TESTING) task: 4, epoch: 10/125, loss: 1.5780, acc: 0.5000
(TESTING) task: 4, epoch: 10/125, loss: 1.5764, acc: 0.5000
(TRAINING) task: 4, epoch: 11/125, loss: 1.5774, acc: 0.4531
(TRAINING) task: 4, epoch: 11/125, loss: 1.5774, acc: 0.4629
(TRAINING) task: 4, epoch: 11/125, loss: 1.5726, acc: 0.4894
(TESTING) task: 4, epoch: 11/125, loss: 1.5891, acc: 0.3125
(TESTING) task: 4, epoch: 11/125, loss: 1.5802, acc: 0.4375
(TESTING) task: 4, epoch: 11/125, loss: 1.5772, acc: 0.4583
(TESTING) task: 4, epoch: 11/125, loss: 1.5744, acc: 0.5000
(TESTING) task: 4, epoch: 11/125, loss: 1.5739, acc: 0.5250
(TRAINING) task: 4, epoch: 12/125, loss: 1.5770, acc: 0.4375
(TRAINING) task: 4, epoch: 12/125, loss: 1.5706, acc: 0.5000
(TRAINING) task: 4, epoch: 12/125, loss: 1.5705, acc: 0.4965
(TESTING) task: 4, epoch: 12/125, loss: 1.5702, acc: 0.6250
(TESTING) task: 4, epoch: 12/125, loss: 1.5814, acc: 0.5000
(TESTING) task: 4, epoch: 12/125, loss: 1.5799, acc: 0.5000
(TESTING) task: 4, epoch: 12/125, loss: 1.5761, acc: 0.5000
(TESTING) task: 4, epoch: 12/125, loss: 1.5715, acc: 0.5500
(TRAINING) task: 4, epoch: 13/125, loss: 1.5667, acc: 0.5312
(TRAINING) task: 4, epoch: 13/125, loss: 1.5665, acc: 0.5234
(TRAINING) task: 4, epoch: 13/125, loss: 1.5676, acc: 0.5245
(TESTING) task: 4, epoch: 13/125, loss: 1.5715, acc: 0.5625
(TESTING) task: 4, epoch: 13/125, loss: 1.5618, acc: 0.5625
(TESTING) task: 4, epoch: 13/125, loss: 1.5638, acc: 0.5208
(TESTING) task: 4, epoch: 13/125, loss: 1.5698, acc: 0.5156
(TESTING) task: 4, epoch: 13/125, loss: 1.5690, acc: 0.5500
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(TRAINING) task: 4, epoch: 14/125, loss: 1.5662, acc: 0.5332
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(TESTING) task: 4, epoch: 14/125, loss: 1.5803, acc: 0.4375
(TESTING) task: 4, epoch: 14/125, loss: 1.5722, acc: 0.5312
(TESTING) task: 4, epoch: 14/125, loss: 1.5682, acc: 0.5625
(TESTING) task: 4, epoch: 14/125, loss: 1.5712, acc: 0.5469
(TESTING) task: 4, epoch: 14/125, loss: 1.5664, acc: 0.5500
(TRAINING) task: 4, epoch: 15/125, loss: 1.5626, acc: 0.5664
(TRAINING) task: 4, epoch: 15/125, loss: 1.5608, acc: 0.5684
(TRAINING) task: 4, epoch: 15/125, loss: 1.5611, acc: 0.5793
(TESTING) task: 4, epoch: 15/125, loss: 1.5698, acc: 0.5000
(TESTING) task: 4, epoch: 15/125, loss: 1.5613, acc: 0.6250
(TESTING) task: 4, epoch: 15/125, loss: 1.5671, acc: 0.5625
(TESTING) task: 4, epoch: 15/125, loss: 1.5653, acc: 0.5312
(TESTING) task: 4, epoch: 15/125, loss: 1.5636, acc: 0.5625
(TRAINING) task: 4, epoch: 16/125, loss: 1.5566, acc: 0.5938
(TRAINING) task: 4, epoch: 16/125, loss: 1.5567, acc: 0.5977
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(TESTING) task: 4, epoch: 16/125, loss: 1.5543, acc: 0.5625
(TESTING) task: 4, epoch: 16/125, loss: 1.5608, acc: 0.5625
(TESTING) task: 4, epoch: 16/125, loss: 1.5573, acc: 0.6250
(TESTING) task: 4, epoch: 16/125, loss: 1.5607, acc: 0.5781
(TESTING) task: 4, epoch: 16/125, loss: 1.5609, acc: 0.5750
(TRAINING) task: 4, epoch: 17/125, loss: 1.5537, acc: 0.6133
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(TESTING) task: 4, epoch: 17/125, loss: 1.5594, acc: 0.6875
(TESTING) task: 4, epoch: 17/125, loss: 1.5722, acc: 0.5938
(TESTING) task: 4, epoch: 17/125, loss: 1.5633, acc: 0.6250
(TESTING) task: 4, epoch: 17/125, loss: 1.5613, acc: 0.5938
(TESTING) task: 4, epoch: 17/125, loss: 1.5583, acc: 0.5750
(TRAINING) task: 4, epoch: 18/125, loss: 1.5544, acc: 0.5938
(TRAINING) task: 4, epoch: 18/125, loss: 1.5521, acc: 0.6055
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(TESTING) task: 4, epoch: 18/125, loss: 1.5607, acc: 0.5000
(TESTING) task: 4, epoch: 18/125, loss: 1.5491, acc: 0.6250
(TESTING) task: 4, epoch: 18/125, loss: 1.5560, acc: 0.5833
(TESTING) task: 4, epoch: 18/125, loss: 1.5521, acc: 0.5938
(TESTING) task: 4, epoch: 18/125, loss: 1.5553, acc: 0.5750
(TRAINING) task: 4, epoch: 19/125, loss: 1.5470, acc: 0.6406
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(TESTING) task: 4, epoch: 19/125, loss: 1.5518, acc: 0.5000
(TESTING) task: 4, epoch: 19/125, loss: 1.5657, acc: 0.5312
(TESTING) task: 4, epoch: 19/125, loss: 1.5594, acc: 0.5625
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(TESTING) task: 4, epoch: 21/125, loss: 1.5392, acc: 0.5625
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(TESTING) task: 4, epoch: 21/125, loss: 1.5470, acc: 0.5833
(TESTING) task: 4, epoch: 21/125, loss: 1.5451, acc: 0.6094
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(TRAINING) task: 4, epoch: 22/125, loss: 1.5313, acc: 0.7148
(TRAINING) task: 4, epoch: 22/125, loss: 1.5349, acc: 0.6934
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(TESTING) task: 4, epoch: 22/125, loss: 1.5214, acc: 0.6875
(TESTING) task: 4, epoch: 22/125, loss: 1.5383, acc: 0.6250
(TESTING) task: 4, epoch: 22/125, loss: 1.5335, acc: 0.6875
(TESTING) task: 4, epoch: 22/125, loss: 1.5346, acc: 0.6719
(TESTING) task: 4, epoch: 22/125, loss: 1.5418, acc: 0.6250
(TRAINING) task: 4, epoch: 23/125, loss: 1.5339, acc: 0.6641
(TRAINING) task: 4, epoch: 23/125, loss: 1.5313, acc: 0.7031
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(TESTING) task: 4, epoch: 23/125, loss: 1.5385, acc: 0.7500
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(TESTING) task: 4, epoch: 23/125, loss: 1.5322, acc: 0.6667
(TESTING) task: 4, epoch: 23/125, loss: 1.5348, acc: 0.6875
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(TRAINING) task: 4, epoch: 24/125, loss: 1.5277, acc: 0.6992
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(TESTING) task: 4, epoch: 24/125, loss: 1.5256, acc: 0.6875
(TESTING) task: 4, epoch: 24/125, loss: 1.5275, acc: 0.6875
(TESTING) task: 4, epoch: 24/125, loss: 1.5299, acc: 0.6667
(TESTING) task: 4, epoch: 24/125, loss: 1.5345, acc: 0.6406
(TESTING) task: 4, epoch: 24/125, loss: 1.5344, acc: 0.6625
(TRAINING) task: 4, epoch: 25/125, loss: 1.5224, acc: 0.7148
(TRAINING) task: 4, epoch: 25/125, loss: 1.5227, acc: 0.7051
(TRAINING) task: 4, epoch: 25/125, loss: 1.5219, acc: 0.7201
(TESTING) task: 4, epoch: 25/125, loss: 1.5135, acc: 0.6875
(TESTING) task: 4, epoch: 25/125, loss: 1.5303, acc: 0.6562
(TESTING) task: 4, epoch: 25/125, loss: 1.5303, acc: 0.6250
(TESTING) task: 4, epoch: 25/125, loss: 1.5263, acc: 0.6719
(TESTING) task: 4, epoch: 25/125, loss: 1.5304, acc: 0.6625
(TRAINING) task: 4, epoch: 26/125, loss: 1.5233, acc: 0.6992
(TRAINING) task: 4, epoch: 26/125, loss: 1.5221, acc: 0.7051
(TRAINING) task: 4, epoch: 26/125, loss: 1.5164, acc: 0.7325
(TESTING) task: 4, epoch: 26/125, loss: 1.5278, acc: 0.6875
(TESTING) task: 4, epoch: 26/125, loss: 1.5237, acc: 0.6562
(TESTING) task: 4, epoch: 26/125, loss: 1.5298, acc: 0.6667
(TESTING) task: 4, epoch: 26/125, loss: 1.5277, acc: 0.6562
(TESTING) task: 4, epoch: 26/125, loss: 1.5266, acc: 0.6625
(TRAINING) task: 4, epoch: 27/125, loss: 1.5165, acc: 0.7031
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#params=56069
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#params=56069
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(TRAINING) task: 6, epoch: 123/125, loss: 1.1847, acc: 0.8754
(TESTING) task: 6, epoch: 123/125, loss: 1.3139, acc: 0.8125
(TESTING) task: 6, epoch: 123/125, loss: 1.3050, acc: 0.7500
(TESTING) task: 6, epoch: 123/125, loss: 1.2714, acc: 0.7917
(TESTING) task: 6, epoch: 123/125, loss: 1.2394, acc: 0.8125
(TESTING) task: 6, epoch: 123/125, loss: 1.2722, acc: 0.7300
(TRAINING) task: 6, epoch: 124/125, loss: 1.1620, acc: 0.8984
(TRAINING) task: 6, epoch: 124/125, loss: 1.1812, acc: 0.8730
(TRAINING) task: 6, epoch: 124/125, loss: 1.1733, acc: 0.9015
(TESTING) task: 6, epoch: 124/125, loss: 1.2618, acc: 0.8125
(TESTING) task: 6, epoch: 124/125, loss: 1.2444, acc: 0.8125
(TESTING) task: 6, epoch: 124/125, loss: 1.2773, acc: 0.7500
(TESTING) task: 6, epoch: 124/125, loss: 1.2532, acc: 0.7812
(TESTING) task: 6, epoch: 124/125, loss: 1.2444, acc: 0.7850
#params=56069
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(TESTING) task: 7, epoch: 0/125, loss: 1.6121, acc: 0.2500
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(TESTING) task: 7, epoch: 0/125, loss: 1.6161, acc: 0.1562
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(TRAINING) task: 7, epoch: 1/125, loss: 1.6143, acc: 0.1523
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(TRAINING) task: 7, epoch: 1/125, loss: 1.6091, acc: 0.1836
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(TESTING) task: 7, epoch: 1/125, loss: 1.6144, acc: 0.1875
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(TESTING) task: 7, epoch: 1/125, loss: 1.6136, acc: 0.1771
(TRAINING) task: 7, epoch: 2/125, loss: 1.6067, acc: 0.2031
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(TRAINING) task: 7, epoch: 2/125, loss: 1.6056, acc: 0.2005
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(TESTING) task: 7, epoch: 2/125, loss: 1.6090, acc: 0.2500
(TESTING) task: 7, epoch: 2/125, loss: 1.6056, acc: 0.2812
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(TESTING) task: 7, epoch: 2/125, loss: 1.6110, acc: 0.2188
(TESTING) task: 7, epoch: 2/125, loss: 1.6085, acc: 0.2500
(TESTING) task: 7, epoch: 2/125, loss: 1.6120, acc: 0.2222
(TRAINING) task: 7, epoch: 3/125, loss: 1.6026, acc: 0.2148
(TRAINING) task: 7, epoch: 3/125, loss: 1.6022, acc: 0.2207
(TRAINING) task: 7, epoch: 3/125, loss: 1.6027, acc: 0.2370
(TRAINING) task: 7, epoch: 3/125, loss: 1.6028, acc: 0.2453
(TESTING) task: 7, epoch: 3/125, loss: 1.6128, acc: 0.1875
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(TESTING) task: 7, epoch: 3/125, loss: 1.6054, acc: 0.2500
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(TESTING) task: 7, epoch: 3/125, loss: 1.6099, acc: 0.2375
(TESTING) task: 7, epoch: 3/125, loss: 1.6081, acc: 0.2396
(TRAINING) task: 7, epoch: 4/125, loss: 1.5981, acc: 0.2812
(TRAINING) task: 7, epoch: 4/125, loss: 1.5977, acc: 0.2891
(TRAINING) task: 7, epoch: 4/125, loss: 1.5993, acc: 0.2695
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(TESTING) task: 7, epoch: 4/125, loss: 1.6009, acc: 0.3125
(TESTING) task: 7, epoch: 4/125, loss: 1.6100, acc: 0.2188
(TESTING) task: 7, epoch: 4/125, loss: 1.6045, acc: 0.2917
(TESTING) task: 7, epoch: 4/125, loss: 1.6053, acc: 0.2969
(TESTING) task: 7, epoch: 4/125, loss: 1.6061, acc: 0.2875
(TESTING) task: 7, epoch: 4/125, loss: 1.6053, acc: 0.3090
(TRAINING) task: 7, epoch: 5/125, loss: 1.5980, acc: 0.2734
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(TESTING) task: 7, epoch: 5/125, loss: 1.6152, acc: 0.3125
(TESTING) task: 7, epoch: 5/125, loss: 1.5952, acc: 0.4062
(TESTING) task: 7, epoch: 5/125, loss: 1.5962, acc: 0.3750
(TESTING) task: 7, epoch: 5/125, loss: 1.6017, acc: 0.3281
(TESTING) task: 7, epoch: 5/125, loss: 1.6021, acc: 0.3125
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(TRAINING) task: 7, epoch: 6/125, loss: 1.5920, acc: 0.3359
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(TRAINING) task: 7, epoch: 6/125, loss: 1.5921, acc: 0.3333
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(TESTING) task: 7, epoch: 6/125, loss: 1.6014, acc: 0.3250
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(TRAINING) task: 7, epoch: 8/125, loss: 1.5857, acc: 0.4023
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(TESTING) task: 7, epoch: 9/125, loss: 1.5860, acc: 0.4250
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(TESTING) task: 7, epoch: 10/125, loss: 1.5634, acc: 0.5000
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(TRAINING) task: 7, epoch: 11/125, loss: 1.5736, acc: 0.4648
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(TRAINING) task: 7, epoch: 12/125, loss: 1.5664, acc: 0.4922
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(TESTING) task: 7, epoch: 12/125, loss: 1.5466, acc: 0.6875
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(TESTING) task: 7, epoch: 14/125, loss: 1.5610, acc: 0.4375
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#params=56069
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(TESTING) task: 10, epoch: 120/125, loss: 1.1887, acc: 0.8438
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(TESTING) task: 10, epoch: 121/125, loss: 1.2388, acc: 0.7500
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(TESTING) task: 10, epoch: 122/125, loss: 1.2104, acc: 0.8125
(TESTING) task: 10, epoch: 122/125, loss: 1.2405, acc: 0.7812
(TESTING) task: 10, epoch: 122/125, loss: 1.1878, acc: 0.8542
(TESTING) task: 10, epoch: 122/125, loss: 1.1833, acc: 0.8438
(TESTING) task: 10, epoch: 122/125, loss: 1.1710, acc: 0.8750
(TRAINING) task: 10, epoch: 123/125, loss: 1.1433, acc: 0.8711
(TRAINING) task: 10, epoch: 123/125, loss: 1.1341, acc: 0.8965
(TRAINING) task: 10, epoch: 123/125, loss: 1.1464, acc: 0.8870
(TESTING) task: 10, epoch: 123/125, loss: 1.0986, acc: 1.0000
(TESTING) task: 10, epoch: 123/125, loss: 1.1332, acc: 0.9375
(TESTING) task: 10, epoch: 123/125, loss: 1.1304, acc: 0.9167
(TESTING) task: 10, epoch: 123/125, loss: 1.1784, acc: 0.8438
(TESTING) task: 10, epoch: 123/125, loss: 1.2042, acc: 0.8750
(TRAINING) task: 10, epoch: 124/125, loss: 1.1185, acc: 0.8984
(TRAINING) task: 10, epoch: 124/125, loss: 1.1358, acc: 0.8926
(TRAINING) task: 10, epoch: 124/125, loss: 1.1371, acc: 0.8969
(TESTING) task: 10, epoch: 124/125, loss: 1.1629, acc: 0.8750
(TESTING) task: 10, epoch: 124/125, loss: 1.1753, acc: 0.8438
(TESTING) task: 10, epoch: 124/125, loss: 1.1997, acc: 0.8125
(TESTING) task: 10, epoch: 124/125, loss: 1.1815, acc: 0.8438
(TESTING) task: 10, epoch: 124/125, loss: 1.1469, acc: 0.8750
#params=56069
(TRAINING) task: 11, epoch: 0/125, loss: 1.6102, acc: 0.1719
(TRAINING) task: 11, epoch: 0/125, loss: 1.6083, acc: 0.1719
(TRAINING) task: 11, epoch: 0/125, loss: 1.6072, acc: 0.1675
(TESTING) task: 11, epoch: 0/125, loss: 1.6112, acc: 0.1250
(TESTING) task: 11, epoch: 0/125, loss: 1.6100, acc: 0.2188
(TESTING) task: 11, epoch: 0/125, loss: 1.6086, acc: 0.2083
(TESTING) task: 11, epoch: 0/125, loss: 1.6102, acc: 0.1875
(TESTING) task: 11, epoch: 0/125, loss: 1.6119, acc: 0.1875
(TRAINING) task: 11, epoch: 1/125, loss: 1.6090, acc: 0.1484
(TRAINING) task: 11, epoch: 1/125, loss: 1.6062, acc: 0.1680
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(TESTING) task: 11, epoch: 1/125, loss: 1.6107, acc: 0.1875
(TESTING) task: 11, epoch: 1/125, loss: 1.6093, acc: 0.1875
(TESTING) task: 11, epoch: 1/125, loss: 1.6086, acc: 0.2083
(TESTING) task: 11, epoch: 1/125, loss: 1.6113, acc: 0.1875
(TESTING) task: 11, epoch: 1/125, loss: 1.6105, acc: 0.2125
(TRAINING) task: 11, epoch: 2/125, loss: 1.6043, acc: 0.2070
(TRAINING) task: 11, epoch: 2/125, loss: 1.6053, acc: 0.1738
(TRAINING) task: 11, epoch: 2/125, loss: 1.6028, acc: 0.1970
(TESTING) task: 11, epoch: 2/125, loss: 1.6143, acc: 0.1875
(TESTING) task: 11, epoch: 2/125, loss: 1.6066, acc: 0.1562
(TESTING) task: 11, epoch: 2/125, loss: 1.6122, acc: 0.1667
(TESTING) task: 11, epoch: 2/125, loss: 1.6093, acc: 0.2031
(TESTING) task: 11, epoch: 2/125, loss: 1.6087, acc: 0.2125
(TRAINING) task: 11, epoch: 3/125, loss: 1.5994, acc: 0.2188
(TRAINING) task: 11, epoch: 3/125, loss: 1.6007, acc: 0.2070
(TRAINING) task: 11, epoch: 3/125, loss: 1.6012, acc: 0.2086
(TESTING) task: 11, epoch: 3/125, loss: 1.6041, acc: 0.3750
(TESTING) task: 11, epoch: 3/125, loss: 1.6111, acc: 0.2812
(TESTING) task: 11, epoch: 3/125, loss: 1.6080, acc: 0.2917
(TESTING) task: 11, epoch: 3/125, loss: 1.6074, acc: 0.2656
(TESTING) task: 11, epoch: 3/125, loss: 1.6070, acc: 0.2375
(TRAINING) task: 11, epoch: 4/125, loss: 1.5964, acc: 0.2539
(TRAINING) task: 11, epoch: 4/125, loss: 1.6000, acc: 0.2188
(TRAINING) task: 11, epoch: 4/125, loss: 1.5987, acc: 0.2393
(TESTING) task: 11, epoch: 4/125, loss: 1.6036, acc: 0.2500
(TESTING) task: 11, epoch: 4/125, loss: 1.6039, acc: 0.2812
(TESTING) task: 11, epoch: 4/125, loss: 1.6007, acc: 0.2917
(TESTING) task: 11, epoch: 4/125, loss: 1.6035, acc: 0.2500
(TESTING) task: 11, epoch: 4/125, loss: 1.6053, acc: 0.2375
(TRAINING) task: 11, epoch: 5/125, loss: 1.5958, acc: 0.2656
(TRAINING) task: 11, epoch: 5/125, loss: 1.5967, acc: 0.2617
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(TESTING) task: 11, epoch: 5/125, loss: 1.6128, acc: 0.1250
(TESTING) task: 11, epoch: 5/125, loss: 1.6007, acc: 0.2500
(TESTING) task: 11, epoch: 5/125, loss: 1.6067, acc: 0.2083
(TESTING) task: 11, epoch: 5/125, loss: 1.6053, acc: 0.2188
(TESTING) task: 11, epoch: 5/125, loss: 1.6037, acc: 0.2375
(TRAINING) task: 11, epoch: 6/125, loss: 1.5942, acc: 0.3047
(TRAINING) task: 11, epoch: 6/125, loss: 1.5940, acc: 0.3145
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(TESTING) task: 11, epoch: 6/125, loss: 1.6101, acc: 0.1250
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(TESTING) task: 11, epoch: 7/125, loss: 1.6020, acc: 0.2708
(TESTING) task: 11, epoch: 7/125, loss: 1.5969, acc: 0.2969
(TESTING) task: 11, epoch: 7/125, loss: 1.5998, acc: 0.2750
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(TRAINING) task: 11, epoch: 22/125, loss: 1.5472, acc: 0.6621
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(TESTING) task: 11, epoch: 22/125, loss: 1.5631, acc: 0.4375
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(TESTING) task: 11, epoch: 22/125, loss: 1.5606, acc: 0.5750
(TRAINING) task: 11, epoch: 23/125, loss: 1.5420, acc: 0.6758
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(TESTING) task: 11, epoch: 23/125, loss: 1.5528, acc: 0.6250
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(TESTING) task: 11, epoch: 23/125, loss: 1.5571, acc: 0.5833
(TESTING) task: 11, epoch: 23/125, loss: 1.5609, acc: 0.5781
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#params=56069
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(TRAINING) task: 12, epoch: 4/125, loss: 1.5959, acc: 0.3008
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#params=56069
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(TESTING) task: 13, epoch: 123/125, loss: 1.1694, acc: 0.9219
(TESTING) task: 13, epoch: 123/125, loss: 1.1751, acc: 0.9125
(TESTING) task: 13, epoch: 123/125, loss: 1.1625, acc: 0.9271
(TRAINING) task: 13, epoch: 124/125, loss: 1.1296, acc: 0.9141
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(TRAINING) task: 13, epoch: 124/125, loss: 1.1332, acc: 0.8958
(TRAINING) task: 13, epoch: 124/125, loss: 1.0970, acc: 0.9219
(TESTING) task: 13, epoch: 124/125, loss: 1.1230, acc: 0.9375
(TESTING) task: 13, epoch: 124/125, loss: 1.1878, acc: 0.8750
(TESTING) task: 13, epoch: 124/125, loss: 1.1791, acc: 0.9167
(TESTING) task: 13, epoch: 124/125, loss: 1.1552, acc: 0.9375
(TESTING) task: 13, epoch: 124/125, loss: 1.1624, acc: 0.9375
(TESTING) task: 13, epoch: 124/125, loss: 1.1666, acc: 0.9146
#params=56069
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(TESTING) task: 14, epoch: 0/125, loss: 1.6118, acc: 0.1562
(TESTING) task: 14, epoch: 0/125, loss: 1.6051, acc: 0.1875
(TESTING) task: 14, epoch: 0/125, loss: 1.6048, acc: 0.2344
(TESTING) task: 14, epoch: 0/125, loss: 1.6050, acc: 0.2500
(TESTING) task: 14, epoch: 0/125, loss: 1.6067, acc: 0.2321
(TRAINING) task: 14, epoch: 1/125, loss: 1.6135, acc: 0.1875
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(TESTING) task: 14, epoch: 1/125, loss: 1.5922, acc: 0.3125
(TESTING) task: 14, epoch: 1/125, loss: 1.6064, acc: 0.2188
(TESTING) task: 14, epoch: 1/125, loss: 1.6070, acc: 0.2083
(TESTING) task: 14, epoch: 1/125, loss: 1.6063, acc: 0.2344
(TESTING) task: 14, epoch: 1/125, loss: 1.6036, acc: 0.2500
(TESTING) task: 14, epoch: 1/125, loss: 1.6055, acc: 0.2321
(TRAINING) task: 14, epoch: 2/125, loss: 1.6122, acc: 0.1719
(TRAINING) task: 14, epoch: 2/125, loss: 1.6112, acc: 0.1855
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(TESTING) task: 14, epoch: 2/125, loss: 1.6086, acc: 0.2500
(TESTING) task: 14, epoch: 2/125, loss: 1.5963, acc: 0.2812
(TESTING) task: 14, epoch: 2/125, loss: 1.5949, acc: 0.2708
(TESTING) task: 14, epoch: 2/125, loss: 1.6008, acc: 0.2500
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(TESTING) task: 14, epoch: 2/125, loss: 1.6033, acc: 0.2321
(TRAINING) task: 14, epoch: 3/125, loss: 1.6106, acc: 0.1719
(TRAINING) task: 14, epoch: 3/125, loss: 1.6111, acc: 0.1680
(TRAINING) task: 14, epoch: 3/125, loss: 1.6097, acc: 0.1999
(TESTING) task: 14, epoch: 3/125, loss: 1.5907, acc: 0.2500
(TESTING) task: 14, epoch: 3/125, loss: 1.6048, acc: 0.1562
(TESTING) task: 14, epoch: 3/125, loss: 1.6032, acc: 0.2292
(TESTING) task: 14, epoch: 3/125, loss: 1.6067, acc: 0.2188
(TESTING) task: 14, epoch: 3/125, loss: 1.6025, acc: 0.2625
(TESTING) task: 14, epoch: 3/125, loss: 1.6017, acc: 0.2426
(TRAINING) task: 14, epoch: 4/125, loss: 1.6086, acc: 0.2148
(TRAINING) task: 14, epoch: 4/125, loss: 1.6070, acc: 0.2051
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(TESTING) task: 14, epoch: 4/125, loss: 1.5999, acc: 0.2500
(TESTING) task: 14, epoch: 4/125, loss: 1.6023, acc: 0.2500
(TESTING) task: 14, epoch: 4/125, loss: 1.5995, acc: 0.2560
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(TRAINING) task: 14, epoch: 5/125, loss: 1.6064, acc: 0.2129
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(TESTING) task: 14, epoch: 5/125, loss: 1.5966, acc: 0.3125
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(TESTING) task: 14, epoch: 5/125, loss: 1.5988, acc: 0.3125
(TESTING) task: 14, epoch: 5/125, loss: 1.6014, acc: 0.2812
(TESTING) task: 14, epoch: 5/125, loss: 1.5982, acc: 0.2875
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(TRAINING) task: 14, epoch: 6/125, loss: 1.6047, acc: 0.2578
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(TRAINING) task: 14, epoch: 6/125, loss: 1.6043, acc: 0.2375
(TESTING) task: 14, epoch: 6/125, loss: 1.6145, acc: 0.1250
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(TESTING) task: 14, epoch: 6/125, loss: 1.5958, acc: 0.2969
(TESTING) task: 14, epoch: 6/125, loss: 1.6007, acc: 0.2500
(TESTING) task: 14, epoch: 6/125, loss: 1.5952, acc: 0.2798
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(TESTING) task: 14, epoch: 7/125, loss: 1.5879, acc: 0.3333
(TESTING) task: 14, epoch: 7/125, loss: 1.5894, acc: 0.3281
(TESTING) task: 14, epoch: 7/125, loss: 1.5935, acc: 0.3000
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(TESTING) task: 14, epoch: 8/125, loss: 1.5896, acc: 0.3125
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(TESTING) task: 14, epoch: 9/125, loss: 1.5926, acc: 0.3000
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(TESTING) task: 14, epoch: 12/125, loss: 1.5891, acc: 0.3500
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(TESTING) task: 14, epoch: 13/125, loss: 1.5871, acc: 0.3594
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(TESTING) task: 14, epoch: 121/125, loss: 1.2002, acc: 0.9375
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(TRAINING) task: 14, epoch: 122/125, loss: 1.1577, acc: 0.9707
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(TESTING) task: 14, epoch: 122/125, loss: 1.2035, acc: 1.0000
(TESTING) task: 14, epoch: 122/125, loss: 1.2050, acc: 0.9375
(TESTING) task: 14, epoch: 122/125, loss: 1.2050, acc: 0.9583
(TESTING) task: 14, epoch: 122/125, loss: 1.2069, acc: 0.9219
(TESTING) task: 14, epoch: 122/125, loss: 1.1986, acc: 0.9375
(TESTING) task: 14, epoch: 122/125, loss: 1.2061, acc: 0.9241
(TRAINING) task: 14, epoch: 123/125, loss: 1.1435, acc: 0.9766
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(TRAINING) task: 14, epoch: 123/125, loss: 1.1526, acc: 0.9660
(TESTING) task: 14, epoch: 123/125, loss: 1.1642, acc: 0.9375
(TESTING) task: 14, epoch: 123/125, loss: 1.1978, acc: 0.9062
(TESTING) task: 14, epoch: 123/125, loss: 1.1934, acc: 0.9167
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(TESTING) task: 14, epoch: 123/125, loss: 1.2012, acc: 0.9250
(TESTING) task: 14, epoch: 123/125, loss: 1.1978, acc: 0.9137
(TRAINING) task: 14, epoch: 124/125, loss: 1.1636, acc: 0.9414
(TRAINING) task: 14, epoch: 124/125, loss: 1.1522, acc: 0.9570
(TRAINING) task: 14, epoch: 124/125, loss: 1.1497, acc: 0.9635
(TESTING) task: 14, epoch: 124/125, loss: 1.2255, acc: 0.9375
(TESTING) task: 14, epoch: 124/125, loss: 1.2098, acc: 0.9062
(TESTING) task: 14, epoch: 124/125, loss: 1.2123, acc: 0.8958
(TESTING) task: 14, epoch: 124/125, loss: 1.2042, acc: 0.9062
(TESTING) task: 14, epoch: 124/125, loss: 1.2021, acc: 0.9125
(TESTING) task: 14, epoch: 124/125, loss: 1.1913, acc: 0.9271
#params=56069
(TRAINING) task: 15, epoch: 0/125, loss: 1.6286, acc: 0.1250
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(TRAINING) task: 15, epoch: 1/125, loss: 1.6275, acc: 0.1328
(TRAINING) task: 15, epoch: 1/125, loss: 1.6284, acc: 0.1289
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(TESTING) task: 15, epoch: 1/125, loss: 1.6095, acc: 0.1875
(TESTING) task: 15, epoch: 1/125, loss: 1.6159, acc: 0.1250
(TESTING) task: 15, epoch: 1/125, loss: 1.6209, acc: 0.1042
(TESTING) task: 15, epoch: 1/125, loss: 1.6228, acc: 0.1406
(TESTING) task: 15, epoch: 1/125, loss: 1.6234, acc: 0.1411
(TRAINING) task: 15, epoch: 2/125, loss: 1.6263, acc: 0.1367
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(TESTING) task: 15, epoch: 2/125, loss: 1.6191, acc: 0.1250
(TESTING) task: 15, epoch: 2/125, loss: 1.6223, acc: 0.1562
(TESTING) task: 15, epoch: 2/125, loss: 1.6214, acc: 0.1250
(TESTING) task: 15, epoch: 2/125, loss: 1.6200, acc: 0.1562
(TESTING) task: 15, epoch: 2/125, loss: 1.6229, acc: 0.1250
(TRAINING) task: 15, epoch: 3/125, loss: 1.6251, acc: 0.1211
(TRAINING) task: 15, epoch: 3/125, loss: 1.6243, acc: 0.1309
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(TESTING) task: 15, epoch: 3/125, loss: 1.6159, acc: 0.1875
(TESTING) task: 15, epoch: 3/125, loss: 1.6235, acc: 0.0938
(TESTING) task: 15, epoch: 3/125, loss: 1.6239, acc: 0.1042
(TESTING) task: 15, epoch: 3/125, loss: 1.6221, acc: 0.1406
(TESTING) task: 15, epoch: 3/125, loss: 1.6171, acc: 0.1696
(TRAINING) task: 15, epoch: 4/125, loss: 1.6236, acc: 0.1367
(TRAINING) task: 15, epoch: 4/125, loss: 1.6217, acc: 0.1445
(TRAINING) task: 15, epoch: 4/125, loss: 1.6231, acc: 0.1304
(TESTING) task: 15, epoch: 4/125, loss: 1.6241, acc: 0.0625
(TESTING) task: 15, epoch: 4/125, loss: 1.6292, acc: 0.0312
(TESTING) task: 15, epoch: 4/125, loss: 1.6180, acc: 0.1458
(TESTING) task: 15, epoch: 4/125, loss: 1.6190, acc: 0.1406
(TESTING) task: 15, epoch: 4/125, loss: 1.6167, acc: 0.1696
(TRAINING) task: 15, epoch: 5/125, loss: 1.6232, acc: 0.1094
(TRAINING) task: 15, epoch: 5/125, loss: 1.6215, acc: 0.1387
(TRAINING) task: 15, epoch: 5/125, loss: 1.6185, acc: 0.1503
(TESTING) task: 15, epoch: 5/125, loss: 1.6165, acc: 0.1875
(TESTING) task: 15, epoch: 5/125, loss: 1.6191, acc: 0.1562
(TESTING) task: 15, epoch: 5/125, loss: 1.6186, acc: 0.1250
(TESTING) task: 15, epoch: 5/125, loss: 1.6141, acc: 0.1562
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(TRAINING) task: 15, epoch: 6/125, loss: 1.6172, acc: 0.1562
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(TRAINING) task: 15, epoch: 6/125, loss: 1.6188, acc: 0.1403
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(TESTING) task: 15, epoch: 6/125, loss: 1.6267, acc: 0.0625
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(TESTING) task: 15, epoch: 6/125, loss: 1.6164, acc: 0.1562
(TESTING) task: 15, epoch: 6/125, loss: 1.6120, acc: 0.2107
(TRAINING) task: 15, epoch: 7/125, loss: 1.6129, acc: 0.1797
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(TESTING) task: 15, epoch: 7/125, loss: 1.6117, acc: 0.2031
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(TESTING) task: 15, epoch: 8/125, loss: 1.6101, acc: 0.1875
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(TRAINING) task: 15, epoch: 12/125, loss: 1.6037, acc: 0.2109
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(TESTING) task: 15, epoch: 12/125, loss: 1.5990, acc: 0.2708
(TESTING) task: 15, epoch: 12/125, loss: 1.6011, acc: 0.2500
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(TRAINING) task: 15, epoch: 13/125, loss: 1.6015, acc: 0.2227
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(TRAINING) task: 15, epoch: 16/125, loss: 1.5899, acc: 0.3438
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#params=56069
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(TRAINING) task: 16, epoch: 11/125, loss: 1.5902, acc: 0.3359
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(TRAINING) task: 16, epoch: 17/125, loss: 1.5686, acc: 0.5273
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(TRAINING) task: 16, epoch: 20/125, loss: 1.5661, acc: 0.5469
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(TRAINING) task: 16, epoch: 21/125, loss: 1.5606, acc: 0.6055
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(TRAINING) task: 16, epoch: 22/125, loss: 1.5550, acc: 0.6289
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(TRAINING) task: 16, epoch: 23/125, loss: 1.5525, acc: 0.6172
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(TRAINING) task: 16, epoch: 24/125, loss: 1.5466, acc: 0.6758
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(TRAINING) task: 16, epoch: 25/125, loss: 1.5410, acc: 0.6875
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(TRAINING) task: 16, epoch: 26/125, loss: 1.5431, acc: 0.6836
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(TRAINING) task: 16, epoch: 27/125, loss: 1.5335, acc: 0.7148
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(TRAINING) task: 16, epoch: 28/125, loss: 1.5281, acc: 0.7188
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(TRAINING) task: 16, epoch: 29/125, loss: 1.5298, acc: 0.7383
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(TESTING) task: 16, epoch: 30/125, loss: 1.5504, acc: 0.5625
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(TRAINING) task: 16, epoch: 31/125, loss: 1.5227, acc: 0.7344
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(TRAINING) task: 16, epoch: 32/125, loss: 1.5209, acc: 0.7266
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(TESTING) task: 16, epoch: 113/125, loss: 1.2681, acc: 0.7812
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(TESTING) task: 16, epoch: 118/125, loss: 1.2195, acc: 0.8250
(TRAINING) task: 16, epoch: 119/125, loss: 1.1658, acc: 0.8789
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(TESTING) task: 16, epoch: 120/125, loss: 1.1911, acc: 0.8750
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(TESTING) task: 16, epoch: 120/125, loss: 1.2410, acc: 0.7812
(TESTING) task: 16, epoch: 120/125, loss: 1.2074, acc: 0.8250
(TRAINING) task: 16, epoch: 121/125, loss: 1.1858, acc: 0.8516
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(TESTING) task: 16, epoch: 121/125, loss: 1.1409, acc: 0.8125
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(TESTING) task: 16, epoch: 121/125, loss: 1.2305, acc: 0.7969
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(TRAINING) task: 16, epoch: 122/125, loss: 1.1703, acc: 0.8828
(TRAINING) task: 16, epoch: 122/125, loss: 1.1660, acc: 0.8750
(TRAINING) task: 16, epoch: 122/125, loss: 1.1764, acc: 0.8445
(TESTING) task: 16, epoch: 122/125, loss: 1.2818, acc: 0.7500
(TESTING) task: 16, epoch: 122/125, loss: 1.2598, acc: 0.7812
(TESTING) task: 16, epoch: 122/125, loss: 1.2209, acc: 0.8125
(TESTING) task: 16, epoch: 122/125, loss: 1.2336, acc: 0.7969
(TESTING) task: 16, epoch: 122/125, loss: 1.2147, acc: 0.7975
(TRAINING) task: 16, epoch: 123/125, loss: 1.1685, acc: 0.8555
(TRAINING) task: 16, epoch: 123/125, loss: 1.1738, acc: 0.8555
(TRAINING) task: 16, epoch: 123/125, loss: 1.1647, acc: 0.8693
(TESTING) task: 16, epoch: 123/125, loss: 1.2144, acc: 0.8125
(TESTING) task: 16, epoch: 123/125, loss: 1.2001, acc: 0.8438
(TESTING) task: 16, epoch: 123/125, loss: 1.2140, acc: 0.7917
(TESTING) task: 16, epoch: 123/125, loss: 1.2281, acc: 0.7812
(TESTING) task: 16, epoch: 123/125, loss: 1.2225, acc: 0.8250
(TRAINING) task: 16, epoch: 124/125, loss: 1.1597, acc: 0.8750
(TRAINING) task: 16, epoch: 124/125, loss: 1.1589, acc: 0.8750
(TRAINING) task: 16, epoch: 124/125, loss: 1.1776, acc: 0.8514
(TESTING) task: 16, epoch: 124/125, loss: 1.3268, acc: 0.6875
(TESTING) task: 16, epoch: 124/125, loss: 1.2552, acc: 0.7812
(TESTING) task: 16, epoch: 124/125, loss: 1.2208, acc: 0.8125
(TESTING) task: 16, epoch: 124/125, loss: 1.2171, acc: 0.8125
(TESTING) task: 16, epoch: 124/125, loss: 1.2395, acc: 0.7700
#params=56069
(TRAINING) task: 17, epoch: 0/125, loss: 1.6163, acc: 0.1406
(TRAINING) task: 17, epoch: 0/125, loss: 1.6124, acc: 0.1602
(TRAINING) task: 17, epoch: 0/125, loss: 1.6116, acc: 0.1797
(TESTING) task: 17, epoch: 0/125, loss: 1.6009, acc: 0.2500
(TESTING) task: 17, epoch: 0/125, loss: 1.6056, acc: 0.2500
(TESTING) task: 17, epoch: 0/125, loss: 1.6098, acc: 0.2083
(TESTING) task: 17, epoch: 0/125, loss: 1.6109, acc: 0.2031
(TESTING) task: 17, epoch: 0/125, loss: 1.6074, acc: 0.2069
(TRAINING) task: 17, epoch: 1/125, loss: 1.6112, acc: 0.1914
(TRAINING) task: 17, epoch: 1/125, loss: 1.6103, acc: 0.1816
(TRAINING) task: 17, epoch: 1/125, loss: 1.6098, acc: 0.1940
(TESTING) task: 17, epoch: 1/125, loss: 1.6204, acc: 0.1250
(TESTING) task: 17, epoch: 1/125, loss: 1.6094, acc: 0.2188
(TESTING) task: 17, epoch: 1/125, loss: 1.6071, acc: 0.2292
(TESTING) task: 17, epoch: 1/125, loss: 1.6091, acc: 0.2031
(TESTING) task: 17, epoch: 1/125, loss: 1.6064, acc: 0.2292
(TRAINING) task: 17, epoch: 2/125, loss: 1.6102, acc: 0.1875
(TRAINING) task: 17, epoch: 2/125, loss: 1.6078, acc: 0.2090
(TRAINING) task: 17, epoch: 2/125, loss: 1.6083, acc: 0.2018
(TESTING) task: 17, epoch: 2/125, loss: 1.5979, acc: 0.3125
(TESTING) task: 17, epoch: 2/125, loss: 1.6039, acc: 0.2188
(TESTING) task: 17, epoch: 2/125, loss: 1.6056, acc: 0.2500
(TESTING) task: 17, epoch: 2/125, loss: 1.6066, acc: 0.2188
(TESTING) task: 17, epoch: 2/125, loss: 1.6058, acc: 0.2194
(TRAINING) task: 17, epoch: 3/125, loss: 1.6057, acc: 0.2305
(TRAINING) task: 17, epoch: 3/125, loss: 1.6061, acc: 0.2188
(TRAINING) task: 17, epoch: 3/125, loss: 1.6059, acc: 0.2188
(TESTING) task: 17, epoch: 3/125, loss: 1.6025, acc: 0.2500
(TESTING) task: 17, epoch: 3/125, loss: 1.6041, acc: 0.2500
(TESTING) task: 17, epoch: 3/125, loss: 1.6076, acc: 0.2083
(TESTING) task: 17, epoch: 3/125, loss: 1.6072, acc: 0.2031
(TESTING) task: 17, epoch: 3/125, loss: 1.6033, acc: 0.2292
(TRAINING) task: 17, epoch: 4/125, loss: 1.6051, acc: 0.2148
(TRAINING) task: 17, epoch: 4/125, loss: 1.6041, acc: 0.2266
(TRAINING) task: 17, epoch: 4/125, loss: 1.6039, acc: 0.2318
(TESTING) task: 17, epoch: 4/125, loss: 1.6053, acc: 0.2500
(TESTING) task: 17, epoch: 4/125, loss: 1.6083, acc: 0.1875
(TESTING) task: 17, epoch: 4/125, loss: 1.6010, acc: 0.2500
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(TESTING) task: 17, epoch: 4/125, loss: 1.6049, acc: 0.2000
(TRAINING) task: 17, epoch: 5/125, loss: 1.6049, acc: 0.2266
(TRAINING) task: 17, epoch: 5/125, loss: 1.6024, acc: 0.2305
(TRAINING) task: 17, epoch: 5/125, loss: 1.6014, acc: 0.2526
(TESTING) task: 17, epoch: 5/125, loss: 1.5996, acc: 0.3125
(TESTING) task: 17, epoch: 5/125, loss: 1.5974, acc: 0.2812
(TESTING) task: 17, epoch: 5/125, loss: 1.6011, acc: 0.2500
(TESTING) task: 17, epoch: 5/125, loss: 1.6034, acc: 0.2344
(TESTING) task: 17, epoch: 5/125, loss: 1.6008, acc: 0.2319
(TRAINING) task: 17, epoch: 6/125, loss: 1.5971, acc: 0.2852
(TRAINING) task: 17, epoch: 6/125, loss: 1.5987, acc: 0.2656
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(TESTING) task: 17, epoch: 6/125, loss: 1.6017, acc: 0.1875
(TESTING) task: 17, epoch: 6/125, loss: 1.6028, acc: 0.1875
(TESTING) task: 17, epoch: 6/125, loss: 1.6059, acc: 0.1458
(TESTING) task: 17, epoch: 6/125, loss: 1.6014, acc: 0.2344
(TESTING) task: 17, epoch: 6/125, loss: 1.5997, acc: 0.2542
(TRAINING) task: 17, epoch: 7/125, loss: 1.5975, acc: 0.2891
(TRAINING) task: 17, epoch: 7/125, loss: 1.5979, acc: 0.2910
(TRAINING) task: 17, epoch: 7/125, loss: 1.5971, acc: 0.2826
(TESTING) task: 17, epoch: 7/125, loss: 1.5782, acc: 0.5000
(TESTING) task: 17, epoch: 7/125, loss: 1.5931, acc: 0.3438
(TESTING) task: 17, epoch: 7/125, loss: 1.5991, acc: 0.3125
(TESTING) task: 17, epoch: 7/125, loss: 1.5997, acc: 0.2656
(TESTING) task: 17, epoch: 7/125, loss: 1.5982, acc: 0.2569
(TRAINING) task: 17, epoch: 8/125, loss: 1.5949, acc: 0.2773
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(TRAINING) task: 17, epoch: 8/125, loss: 1.5954, acc: 0.3021
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(TESTING) task: 17, epoch: 8/125, loss: 1.6027, acc: 0.1875
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(TESTING) task: 17, epoch: 10/125, loss: 1.5908, acc: 0.3125
(TESTING) task: 17, epoch: 10/125, loss: 1.5951, acc: 0.2722
(TRAINING) task: 17, epoch: 11/125, loss: 1.5862, acc: 0.3633
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(TESTING) task: 17, epoch: 11/125, loss: 1.5919, acc: 0.3167
(TRAINING) task: 17, epoch: 12/125, loss: 1.5871, acc: 0.3789
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(TESTING) task: 17, epoch: 12/125, loss: 1.5889, acc: 0.3542
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(TRAINING) task: 17, epoch: 22/125, loss: 1.5551, acc: 0.6250
(TRAINING) task: 17, epoch: 22/125, loss: 1.5531, acc: 0.6191
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(TESTING) task: 17, epoch: 22/125, loss: 1.5631, acc: 0.4375
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(TRAINING) task: 17, epoch: 23/125, loss: 1.5516, acc: 0.6172
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(TRAINING) task: 17, epoch: 35/125, loss: 1.5015, acc: 0.8203
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(TRAINING) task: 17, epoch: 38/125, loss: 1.4860, acc: 0.8359
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(TRAINING) task: 17, epoch: 40/125, loss: 1.4837, acc: 0.8281
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(TRAINING) task: 17, epoch: 42/125, loss: 1.4643, acc: 0.8672
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(TRAINING) task: 17, epoch: 46/125, loss: 1.4417, acc: 0.8945
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#params=56069
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(TRAINING) task: 18, epoch: 2/125, loss: 1.6018, acc: 0.2773
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(TRAINING) task: 18, epoch: 3/125, loss: 1.5917, acc: 0.3672
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(TRAINING) task: 18, epoch: 4/125, loss: 1.5863, acc: 0.4219
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(TRAINING) task: 18, epoch: 5/125, loss: 1.5878, acc: 0.3711
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(TRAINING) task: 18, epoch: 6/125, loss: 1.5866, acc: 0.3672
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(TRAINING) task: 18, epoch: 7/125, loss: 1.5824, acc: 0.3984
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(TRAINING) task: 18, epoch: 8/125, loss: 1.5758, acc: 0.4453
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(TRAINING) task: 18, epoch: 9/125, loss: 1.5759, acc: 0.4180
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(TESTING) task: 18, epoch: 9/125, loss: 1.5696, acc: 0.4750
(TRAINING) task: 18, epoch: 10/125, loss: 1.5740, acc: 0.4570
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(TRAINING) task: 18, epoch: 11/125, loss: 1.5693, acc: 0.4648
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(TRAINING) task: 18, epoch: 12/125, loss: 1.5662, acc: 0.4961
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(TRAINING) task: 18, epoch: 13/125, loss: 1.5602, acc: 0.5508
(TRAINING) task: 18, epoch: 13/125, loss: 1.5645, acc: 0.5117
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(TESTING) task: 18, epoch: 13/125, loss: 1.5741, acc: 0.3250
(TRAINING) task: 18, epoch: 14/125, loss: 1.5624, acc: 0.5078
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(TRAINING) task: 18, epoch: 15/125, loss: 1.5573, acc: 0.5430
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(TESTING) task: 18, epoch: 15/125, loss: 1.5619, acc: 0.5000
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(TRAINING) task: 18, epoch: 16/125, loss: 1.5583, acc: 0.5391
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(TRAINING) task: 18, epoch: 17/125, loss: 1.5521, acc: 0.5430
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(TRAINING) task: 18, epoch: 18/125, loss: 1.5467, acc: 0.5547
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(TESTING) task: 18, epoch: 18/125, loss: 1.5749, acc: 0.3875
(TRAINING) task: 18, epoch: 19/125, loss: 1.5368, acc: 0.6250
(TRAINING) task: 18, epoch: 19/125, loss: 1.5423, acc: 0.5820
(TRAINING) task: 18, epoch: 19/125, loss: 1.5375, acc: 0.6319
(TESTING) task: 18, epoch: 19/125, loss: 1.5271, acc: 0.6875
(TESTING) task: 18, epoch: 19/125, loss: 1.5411, acc: 0.5312
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(TRAINING) task: 18, epoch: 20/125, loss: 1.5411, acc: 0.6055
(TRAINING) task: 18, epoch: 20/125, loss: 1.5374, acc: 0.5996
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(TESTING) task: 18, epoch: 20/125, loss: 1.5600, acc: 0.4375
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(TESTING) task: 18, epoch: 20/125, loss: 1.5424, acc: 0.6125
(TRAINING) task: 18, epoch: 21/125, loss: 1.5329, acc: 0.6016
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(TRAINING) task: 18, epoch: 21/125, loss: 1.5354, acc: 0.5971
(TESTING) task: 18, epoch: 21/125, loss: 1.5452, acc: 0.5625
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(TESTING) task: 18, epoch: 21/125, loss: 1.5479, acc: 0.5469
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(TRAINING) task: 18, epoch: 22/125, loss: 1.5315, acc: 0.6016
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(TESTING) task: 18, epoch: 22/125, loss: 1.5628, acc: 0.3750
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(TRAINING) task: 18, epoch: 23/125, loss: 1.5273, acc: 0.6328
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(TESTING) task: 18, epoch: 23/125, loss: 1.5347, acc: 0.6250
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(TRAINING) task: 18, epoch: 24/125, loss: 1.5246, acc: 0.6172
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(TRAINING) task: 18, epoch: 25/125, loss: 1.5122, acc: 0.6719
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(TRAINING) task: 18, epoch: 26/125, loss: 1.5121, acc: 0.6367
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(TRAINING) task: 18, epoch: 27/125, loss: 1.5014, acc: 0.6641
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(TESTING) task: 18, epoch: 27/125, loss: 1.5064, acc: 0.5625
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(TRAINING) task: 18, epoch: 28/125, loss: 1.4934, acc: 0.6992
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(TRAINING) task: 18, epoch: 29/125, loss: 1.4860, acc: 0.6992
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#params=56069
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(TRAINING) task: 19, epoch: 113/125, loss: 1.2843, acc: 0.7695
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(TRAINING) task: 19, epoch: 114/125, loss: 1.2812, acc: 0.7812
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(TRAINING) task: 19, epoch: 115/125, loss: 1.2798, acc: 0.7617
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(TESTING) task: 19, epoch: 115/125, loss: 1.3337, acc: 0.8125
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(TRAINING) task: 19, epoch: 116/125, loss: 1.2590, acc: 0.8086
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(TRAINING) task: 19, epoch: 117/125, loss: 1.2724, acc: 0.7617
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(TRAINING) task: 19, epoch: 118/125, loss: 1.2557, acc: 0.7852
(TRAINING) task: 19, epoch: 118/125, loss: 1.2679, acc: 0.7896
(TESTING) task: 19, epoch: 118/125, loss: 1.3795, acc: 0.7500
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(TESTING) task: 19, epoch: 118/125, loss: 1.3449, acc: 0.6979
(TRAINING) task: 19, epoch: 119/125, loss: 1.2444, acc: 0.8203
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(TESTING) task: 19, epoch: 119/125, loss: 1.2447, acc: 0.8125
(TESTING) task: 19, epoch: 119/125, loss: 1.2904, acc: 0.8125
(TESTING) task: 19, epoch: 119/125, loss: 1.3318, acc: 0.7708
(TESTING) task: 19, epoch: 119/125, loss: 1.3607, acc: 0.6615
(TRAINING) task: 19, epoch: 120/125, loss: 1.2589, acc: 0.8086
(TRAINING) task: 19, epoch: 120/125, loss: 1.2605, acc: 0.7984
(TESTING) task: 19, epoch: 120/125, loss: 1.3056, acc: 0.9375
(TESTING) task: 19, epoch: 120/125, loss: 1.3016, acc: 0.8125
(TESTING) task: 19, epoch: 120/125, loss: 1.3341, acc: 0.7292
(TESTING) task: 19, epoch: 120/125, loss: 1.3411, acc: 0.7969
(TRAINING) task: 19, epoch: 121/125, loss: 1.2639, acc: 0.8125
(TRAINING) task: 19, epoch: 121/125, loss: 1.2559, acc: 0.8004
(TESTING) task: 19, epoch: 121/125, loss: 1.3563, acc: 0.6875
(TESTING) task: 19, epoch: 121/125, loss: 1.3223, acc: 0.7812
(TESTING) task: 19, epoch: 121/125, loss: 1.3372, acc: 0.7500
(TESTING) task: 19, epoch: 121/125, loss: 1.3200, acc: 0.7292
(TRAINING) task: 19, epoch: 122/125, loss: 1.2649, acc: 0.7930
(TRAINING) task: 19, epoch: 122/125, loss: 1.2523, acc: 0.8053
(TESTING) task: 19, epoch: 122/125, loss: 1.3091, acc: 0.7500
(TESTING) task: 19, epoch: 122/125, loss: 1.3015, acc: 0.7500
(TESTING) task: 19, epoch: 122/125, loss: 1.3152, acc: 0.7708
(TESTING) task: 19, epoch: 122/125, loss: 1.3815, acc: 0.6615
(TRAINING) task: 19, epoch: 123/125, loss: 1.2484, acc: 0.8008
(TRAINING) task: 19, epoch: 123/125, loss: 1.2532, acc: 0.8033
(TESTING) task: 19, epoch: 123/125, loss: 1.3330, acc: 0.6875
(TESTING) task: 19, epoch: 123/125, loss: 1.3406, acc: 0.7500
(TESTING) task: 19, epoch: 123/125, loss: 1.3228, acc: 0.7500
(TESTING) task: 19, epoch: 123/125, loss: 1.3455, acc: 0.7292
(TRAINING) task: 19, epoch: 124/125, loss: 1.2438, acc: 0.8047
(TRAINING) task: 19, epoch: 124/125, loss: 1.2513, acc: 0.8082
(TESTING) task: 19, epoch: 124/125, loss: 1.2988, acc: 0.8750
(TESTING) task: 19, epoch: 124/125, loss: 1.3257, acc: 0.7812
(TESTING) task: 19, epoch: 124/125, loss: 1.3184, acc: 0.7708
(TESTING) task: 19, epoch: 124/125, loss: 1.3501, acc: 0.7448
#params=56069
(TRAINING) task: 20, epoch: 0/125, loss: 1.6102, acc: 0.2031
(TRAINING) task: 20, epoch: 0/125, loss: 1.6112, acc: 0.1758
(TRAINING) task: 20, epoch: 0/125, loss: 1.6116, acc: 0.1672
(TESTING) task: 20, epoch: 0/125, loss: 1.6202, acc: 0.1250
(TESTING) task: 20, epoch: 0/125, loss: 1.6170, acc: 0.1875
(TESTING) task: 20, epoch: 0/125, loss: 1.6098, acc: 0.2500
(TESTING) task: 20, epoch: 0/125, loss: 1.6127, acc: 0.2411
(TRAINING) task: 20, epoch: 1/125, loss: 1.6087, acc: 0.1953
(TRAINING) task: 20, epoch: 1/125, loss: 1.6093, acc: 0.1895
(TRAINING) task: 20, epoch: 1/125, loss: 1.6100, acc: 0.1763
(TESTING) task: 20, epoch: 1/125, loss: 1.6143, acc: 0.1250
(TESTING) task: 20, epoch: 1/125, loss: 1.6055, acc: 0.2500
(TESTING) task: 20, epoch: 1/125, loss: 1.6091, acc: 0.2708
(TESTING) task: 20, epoch: 1/125, loss: 1.6115, acc: 0.2388
(TRAINING) task: 20, epoch: 2/125, loss: 1.6085, acc: 0.2109
(TRAINING) task: 20, epoch: 2/125, loss: 1.6083, acc: 0.1914
(TRAINING) task: 20, epoch: 2/125, loss: 1.6015, acc: 0.2609
(TESTING) task: 20, epoch: 2/125, loss: 1.6146, acc: 0.3750
(TESTING) task: 20, epoch: 2/125, loss: 1.6061, acc: 0.4062
(TESTING) task: 20, epoch: 2/125, loss: 1.6077, acc: 0.3125
(TESTING) task: 20, epoch: 2/125, loss: 1.6102, acc: 0.2522
(TRAINING) task: 20, epoch: 3/125, loss: 1.6072, acc: 0.1914
(TRAINING) task: 20, epoch: 3/125, loss: 1.6055, acc: 0.2148
(TRAINING) task: 20, epoch: 3/125, loss: 1.6068, acc: 0.2266
(TESTING) task: 20, epoch: 3/125, loss: 1.6039, acc: 0.4375
(TESTING) task: 20, epoch: 3/125, loss: 1.6074, acc: 0.2812
(TESTING) task: 20, epoch: 3/125, loss: 1.6064, acc: 0.2500
(TESTING) task: 20, epoch: 3/125, loss: 1.6090, acc: 0.2589
(TRAINING) task: 20, epoch: 4/125, loss: 1.6018, acc: 0.2383
(TRAINING) task: 20, epoch: 4/125, loss: 1.6040, acc: 0.2344
(TRAINING) task: 20, epoch: 4/125, loss: 1.6033, acc: 0.2396
(TESTING) task: 20, epoch: 4/125, loss: 1.6046, acc: 0.2500
(TESTING) task: 20, epoch: 4/125, loss: 1.6103, acc: 0.3125
(TESTING) task: 20, epoch: 4/125, loss: 1.6085, acc: 0.3125
(TESTING) task: 20, epoch: 4/125, loss: 1.6076, acc: 0.2701
(TRAINING) task: 20, epoch: 5/125, loss: 1.6027, acc: 0.2227
(TRAINING) task: 20, epoch: 5/125, loss: 1.6018, acc: 0.2383
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(TESTING) task: 20, epoch: 5/125, loss: 1.5921, acc: 0.4375
(TESTING) task: 20, epoch: 5/125, loss: 1.6045, acc: 0.3125
(TESTING) task: 20, epoch: 5/125, loss: 1.6066, acc: 0.2879
(TRAINING) task: 20, epoch: 6/125, loss: 1.5993, acc: 0.2500
(TRAINING) task: 20, epoch: 6/125, loss: 1.5996, acc: 0.2637
(TRAINING) task: 20, epoch: 6/125, loss: 1.6025, acc: 0.2258
(TESTING) task: 20, epoch: 6/125, loss: 1.6056, acc: 0.2500
(TESTING) task: 20, epoch: 6/125, loss: 1.6050, acc: 0.2500
(TESTING) task: 20, epoch: 6/125, loss: 1.6061, acc: 0.2708
(TESTING) task: 20, epoch: 6/125, loss: 1.6049, acc: 0.2924
(TRAINING) task: 20, epoch: 7/125, loss: 1.5982, acc: 0.2656
(TRAINING) task: 20, epoch: 7/125, loss: 1.5981, acc: 0.2754
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(TESTING) task: 20, epoch: 7/125, loss: 1.6072, acc: 0.2500
(TESTING) task: 20, epoch: 7/125, loss: 1.6048, acc: 0.3125
(TESTING) task: 20, epoch: 7/125, loss: 1.6042, acc: 0.3333
(TESTING) task: 20, epoch: 7/125, loss: 1.6035, acc: 0.2857
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(TRAINING) task: 20, epoch: 8/125, loss: 1.5959, acc: 0.2969
(TRAINING) task: 20, epoch: 8/125, loss: 1.5949, acc: 0.3146
(TESTING) task: 20, epoch: 8/125, loss: 1.6033, acc: 0.4375
(TESTING) task: 20, epoch: 8/125, loss: 1.5955, acc: 0.3750
(TESTING) task: 20, epoch: 8/125, loss: 1.5958, acc: 0.3750
(TESTING) task: 20, epoch: 8/125, loss: 1.6028, acc: 0.2812
(TRAINING) task: 20, epoch: 9/125, loss: 1.5919, acc: 0.3516
(TRAINING) task: 20, epoch: 9/125, loss: 1.5938, acc: 0.3359
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(TESTING) task: 20, epoch: 9/125, loss: 1.6005, acc: 0.3125
(TESTING) task: 20, epoch: 9/125, loss: 1.5986, acc: 0.3438
(TESTING) task: 20, epoch: 9/125, loss: 1.5999, acc: 0.3125
(TESTING) task: 20, epoch: 9/125, loss: 1.6008, acc: 0.3058
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(TESTING) task: 20, epoch: 10/125, loss: 1.6057, acc: 0.2500
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(TESTING) task: 20, epoch: 11/125, loss: 1.6023, acc: 0.2500
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(TESTING) task: 20, epoch: 12/125, loss: 1.5953, acc: 0.3125
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(TESTING) task: 20, epoch: 13/125, loss: 1.5971, acc: 0.2812
(TESTING) task: 20, epoch: 13/125, loss: 1.5951, acc: 0.3125
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(TESTING) task: 20, epoch: 16/125, loss: 1.5819, acc: 0.4375
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(TESTING) task: 20, epoch: 18/125, loss: 1.5797, acc: 0.5000
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(TESTING) task: 20, epoch: 28/125, loss: 1.5674, acc: 0.5000
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#params=56069
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(TRAINING) task: 21, epoch: 25/125, loss: 1.5253, acc: 0.5195
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(TRAINING) task: 21, epoch: 26/125, loss: 1.5187, acc: 0.5625
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(TRAINING) task: 21, epoch: 27/125, loss: 1.5184, acc: 0.5391
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(TESTING) task: 21, epoch: 27/125, loss: 1.5182, acc: 0.6875
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(TRAINING) task: 21, epoch: 28/125, loss: 1.5097, acc: 0.5977
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(TRAINING) task: 21, epoch: 52/125, loss: 1.3535, acc: 0.7930
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(TRAINING) task: 21, epoch: 53/125, loss: 1.3707, acc: 0.7617
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(TRAINING) task: 21, epoch: 54/125, loss: 1.3533, acc: 0.8242
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(TESTING) task: 21, epoch: 116/125, loss: 1.1932, acc: 0.9062
(TESTING) task: 21, epoch: 116/125, loss: 1.1737, acc: 0.8958
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(TESTING) task: 21, epoch: 119/125, loss: 1.1581, acc: 0.8750
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(TESTING) task: 21, epoch: 119/125, loss: 1.1568, acc: 0.9000
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(TESTING) task: 21, epoch: 120/125, loss: 1.2179, acc: 0.8125
(TESTING) task: 21, epoch: 120/125, loss: 1.1972, acc: 0.8542
(TESTING) task: 21, epoch: 120/125, loss: 1.1834, acc: 0.8750
(TESTING) task: 21, epoch: 120/125, loss: 1.1791, acc: 0.8750
(TESTING) task: 21, epoch: 120/125, loss: 1.1638, acc: 0.8958
(TESTING) task: 21, epoch: 120/125, loss: 1.1502, acc: 0.9107
(TRAINING) task: 21, epoch: 121/125, loss: 1.0971, acc: 0.9766
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(TRAINING) task: 21, epoch: 121/125, loss: 1.0856, acc: 0.9674
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(TESTING) task: 21, epoch: 121/125, loss: 1.1310, acc: 0.9583
(TESTING) task: 21, epoch: 121/125, loss: 1.1326, acc: 0.9375
(TESTING) task: 21, epoch: 121/125, loss: 1.1521, acc: 0.9000
(TESTING) task: 21, epoch: 121/125, loss: 1.1568, acc: 0.8958
(TESTING) task: 21, epoch: 121/125, loss: 1.1633, acc: 0.9107
(TRAINING) task: 21, epoch: 122/125, loss: 1.0882, acc: 0.9609
(TRAINING) task: 21, epoch: 122/125, loss: 1.0849, acc: 0.9668
(TRAINING) task: 21, epoch: 122/125, loss: 1.0818, acc: 0.9701
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(TESTING) task: 21, epoch: 122/125, loss: 1.1743, acc: 0.8750
(TESTING) task: 21, epoch: 122/125, loss: 1.1810, acc: 0.8542
(TESTING) task: 21, epoch: 122/125, loss: 1.1652, acc: 0.8906
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(TESTING) task: 21, epoch: 122/125, loss: 1.1606, acc: 0.8958
(TESTING) task: 21, epoch: 122/125, loss: 1.1499, acc: 0.9107
(TRAINING) task: 21, epoch: 123/125, loss: 1.0887, acc: 0.9727
(TRAINING) task: 21, epoch: 123/125, loss: 1.0831, acc: 0.9746
(TRAINING) task: 21, epoch: 123/125, loss: 1.0805, acc: 0.9714
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(TESTING) task: 21, epoch: 123/125, loss: 1.0792, acc: 0.9375
(TESTING) task: 21, epoch: 123/125, loss: 1.1458, acc: 0.9062
(TESTING) task: 21, epoch: 123/125, loss: 1.1549, acc: 0.8958
(TESTING) task: 21, epoch: 123/125, loss: 1.1371, acc: 0.9219
(TESTING) task: 21, epoch: 123/125, loss: 1.1346, acc: 0.9125
(TESTING) task: 21, epoch: 123/125, loss: 1.1460, acc: 0.9062
(TESTING) task: 21, epoch: 123/125, loss: 1.1836, acc: 0.8839
(TRAINING) task: 21, epoch: 124/125, loss: 1.0872, acc: 0.9688
(TRAINING) task: 21, epoch: 124/125, loss: 1.0852, acc: 0.9668
(TRAINING) task: 21, epoch: 124/125, loss: 1.0825, acc: 0.9701
(TRAINING) task: 21, epoch: 124/125, loss: 1.0783, acc: 0.9681
(TESTING) task: 21, epoch: 124/125, loss: 1.1564, acc: 0.8750
(TESTING) task: 21, epoch: 124/125, loss: 1.1128, acc: 0.9375
(TESTING) task: 21, epoch: 124/125, loss: 1.1326, acc: 0.9167
(TESTING) task: 21, epoch: 124/125, loss: 1.1439, acc: 0.9062
(TESTING) task: 21, epoch: 124/125, loss: 1.1515, acc: 0.9000
(TESTING) task: 21, epoch: 124/125, loss: 1.1569, acc: 0.8958
(TESTING) task: 21, epoch: 124/125, loss: 1.1511, acc: 0.9107
#params=56069
(TRAINING) task: 22, epoch: 0/125, loss: 1.6087, acc: 0.1680
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(TESTING) task: 22, epoch: 0/125, loss: 1.6029, acc: 0.2917
(TESTING) task: 22, epoch: 0/125, loss: 1.6015, acc: 0.2656
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(TESTING) task: 22, epoch: 0/125, loss: 1.6021, acc: 0.2708
(TESTING) task: 22, epoch: 0/125, loss: 1.6000, acc: 0.3138
(TRAINING) task: 22, epoch: 1/125, loss: 1.6064, acc: 0.2227
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(TRAINING) task: 22, epoch: 1/125, loss: 1.6046, acc: 0.2161
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(TESTING) task: 22, epoch: 1/125, loss: 1.5991, acc: 0.2812
(TESTING) task: 22, epoch: 1/125, loss: 1.6023, acc: 0.2917
(TESTING) task: 22, epoch: 1/125, loss: 1.6008, acc: 0.3125
(TESTING) task: 22, epoch: 1/125, loss: 1.5999, acc: 0.3000
(TESTING) task: 22, epoch: 1/125, loss: 1.5986, acc: 0.3021
(TESTING) task: 22, epoch: 1/125, loss: 1.6006, acc: 0.2793
(TRAINING) task: 22, epoch: 2/125, loss: 1.6020, acc: 0.2500
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(TRAINING) task: 22, epoch: 2/125, loss: 1.6040, acc: 0.2227
(TRAINING) task: 22, epoch: 2/125, loss: 1.6018, acc: 0.2330
(TESTING) task: 22, epoch: 2/125, loss: 1.5969, acc: 0.2500
(TESTING) task: 22, epoch: 2/125, loss: 1.6034, acc: 0.1875
(TESTING) task: 22, epoch: 2/125, loss: 1.6003, acc: 0.2292
(TESTING) task: 22, epoch: 2/125, loss: 1.5952, acc: 0.2656
(TESTING) task: 22, epoch: 2/125, loss: 1.5958, acc: 0.3000
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(TRAINING) task: 22, epoch: 3/125, loss: 1.6026, acc: 0.2383
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(TRAINING) task: 22, epoch: 3/125, loss: 1.6009, acc: 0.2409
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(TESTING) task: 22, epoch: 3/125, loss: 1.6074, acc: 0.2292
(TESTING) task: 22, epoch: 3/125, loss: 1.6010, acc: 0.2812
(TESTING) task: 22, epoch: 3/125, loss: 1.6012, acc: 0.2875
(TESTING) task: 22, epoch: 3/125, loss: 1.5975, acc: 0.3021
(TESTING) task: 22, epoch: 3/125, loss: 1.5953, acc: 0.2997
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(TESTING) task: 22, epoch: 4/125, loss: 1.5963, acc: 0.4062
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(TRAINING) task: 22, epoch: 20/125, loss: 1.5430, acc: 0.6406
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(TRAINING) task: 22, epoch: 24/125, loss: 1.5317, acc: 0.6875
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(TRAINING) task: 22, epoch: 25/125, loss: 1.5260, acc: 0.7188
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(TRAINING) task: 22, epoch: 27/125, loss: 1.5142, acc: 0.7656
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(TRAINING) task: 22, epoch: 28/125, loss: 1.5128, acc: 0.7422
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(TESTING) task: 22, epoch: 28/125, loss: 1.4998, acc: 0.8125
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(TRAINING) task: 22, epoch: 29/125, loss: 1.4985, acc: 0.7930
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(TRAINING) task: 22, epoch: 30/125, loss: 1.4908, acc: 0.8164
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(TRAINING) task: 22, epoch: 42/125, loss: 1.4222, acc: 0.8945
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(TRAINING) task: 22, epoch: 43/125, loss: 1.4112, acc: 0.9062
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(TRAINING) task: 22, epoch: 44/125, loss: 1.4046, acc: 0.8789
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(TRAINING) task: 22, epoch: 45/125, loss: 1.4131, acc: 0.8359
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(TESTING) task: 22, epoch: 45/125, loss: 1.4350, acc: 0.8571
(TRAINING) task: 22, epoch: 46/125, loss: 1.4002, acc: 0.8672
(TRAINING) task: 22, epoch: 46/125, loss: 1.3940, acc: 0.8828
(TRAINING) task: 22, epoch: 46/125, loss: 1.3945, acc: 0.8815
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(TRAINING) task: 22, epoch: 47/125, loss: 1.3887, acc: 0.8672
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(TRAINING) task: 22, epoch: 47/125, loss: 1.3872, acc: 0.8841
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(TRAINING) task: 22, epoch: 48/125, loss: 1.3790, acc: 0.8750
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(TESTING) task: 22, epoch: 48/125, loss: 1.4295, acc: 0.7812
(TESTING) task: 22, epoch: 48/125, loss: 1.4205, acc: 0.7917
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(TESTING) task: 22, epoch: 48/125, loss: 1.4135, acc: 0.8482
(TRAINING) task: 22, epoch: 49/125, loss: 1.3545, acc: 0.8945
(TRAINING) task: 22, epoch: 49/125, loss: 1.3677, acc: 0.8926
(TRAINING) task: 22, epoch: 49/125, loss: 1.3712, acc: 0.8893
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(TESTING) task: 22, epoch: 49/125, loss: 1.4260, acc: 0.8125
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(TESTING) task: 22, epoch: 49/125, loss: 1.4244, acc: 0.8750
(TESTING) task: 22, epoch: 49/125, loss: 1.4305, acc: 0.8438
(TESTING) task: 22, epoch: 49/125, loss: 1.4153, acc: 0.8375
(TESTING) task: 22, epoch: 49/125, loss: 1.4079, acc: 0.8438
(TESTING) task: 22, epoch: 49/125, loss: 1.4076, acc: 0.8457
(TRAINING) task: 22, epoch: 50/125, loss: 1.3674, acc: 0.8867
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(TRAINING) task: 22, epoch: 50/125, loss: 1.3615, acc: 0.9010
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(TESTING) task: 22, epoch: 50/125, loss: 1.3848, acc: 0.9375
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(TESTING) task: 22, epoch: 50/125, loss: 1.3995, acc: 0.8342
(TRAINING) task: 22, epoch: 51/125, loss: 1.3584, acc: 0.9102
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(TESTING) task: 22, epoch: 51/125, loss: 1.3706, acc: 0.9375
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(TRAINING) task: 22, epoch: 52/125, loss: 1.3538, acc: 0.8672
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(TESTING) task: 22, epoch: 52/125, loss: 1.3440, acc: 0.8750
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(TRAINING) task: 22, epoch: 53/125, loss: 1.3485, acc: 0.8984
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(TRAINING) task: 22, epoch: 53/125, loss: 1.3413, acc: 0.9036
(TRAINING) task: 22, epoch: 53/125, loss: 1.3403, acc: 0.9000
(TESTING) task: 22, epoch: 53/125, loss: 1.3443, acc: 0.8750
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(TESTING) task: 22, epoch: 53/125, loss: 1.3853, acc: 0.8333
(TESTING) task: 22, epoch: 53/125, loss: 1.3695, acc: 0.8594
(TESTING) task: 22, epoch: 53/125, loss: 1.3778, acc: 0.8250
(TESTING) task: 22, epoch: 53/125, loss: 1.3788, acc: 0.8333
(TESTING) task: 22, epoch: 53/125, loss: 1.3780, acc: 0.8571
(TRAINING) task: 22, epoch: 54/125, loss: 1.3343, acc: 0.8906
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(TRAINING) task: 22, epoch: 54/125, loss: 1.3360, acc: 0.9010
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(TESTING) task: 22, epoch: 54/125, loss: 1.3661, acc: 0.8125
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(TRAINING) task: 22, epoch: 55/125, loss: 1.3254, acc: 0.9062
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(TESTING) task: 22, epoch: 55/125, loss: 1.3631, acc: 0.8281
(TESTING) task: 22, epoch: 55/125, loss: 1.3613, acc: 0.8375
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(TRAINING) task: 22, epoch: 56/125, loss: 1.3179, acc: 0.9141
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(TESTING) task: 22, epoch: 56/125, loss: 1.3827, acc: 0.8750
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(TRAINING) task: 22, epoch: 57/125, loss: 1.3176, acc: 0.9102
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(TRAINING) task: 22, epoch: 58/125, loss: 1.3043, acc: 0.9102
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(TRAINING) task: 22, epoch: 59/125, loss: 1.2917, acc: 0.9297
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(TRAINING) task: 22, epoch: 60/125, loss: 1.2926, acc: 0.8984
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(TRAINING) task: 22, epoch: 61/125, loss: 1.2845, acc: 0.9180
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(TRAINING) task: 22, epoch: 69/125, loss: 1.2261, acc: 0.9570
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(TRAINING) task: 22, epoch: 70/125, loss: 1.2161, acc: 0.9414
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(TRAINING) task: 22, epoch: 72/125, loss: 1.1982, acc: 0.9492
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(TRAINING) task: 22, epoch: 74/125, loss: 1.1886, acc: 0.9336
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(TESTING) task: 22, epoch: 74/125, loss: 1.2179, acc: 0.9375
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(TRAINING) task: 22, epoch: 75/125, loss: 1.1979, acc: 0.9375
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(TESTING) task: 22, epoch: 75/125, loss: 1.2354, acc: 0.8958
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(TRAINING) task: 22, epoch: 76/125, loss: 1.2007, acc: 0.9297
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(TRAINING) task: 22, epoch: 77/125, loss: 1.1585, acc: 0.9688
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(TESTING) task: 22, epoch: 77/125, loss: 1.2555, acc: 0.7500
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(TESTING) task: 22, epoch: 77/125, loss: 1.2219, acc: 0.8542
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(TESTING) task: 22, epoch: 77/125, loss: 1.2202, acc: 0.8875
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(TRAINING) task: 22, epoch: 78/125, loss: 1.1619, acc: 0.9453
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(TESTING) task: 22, epoch: 78/125, loss: 1.1723, acc: 0.9375
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(TESTING) task: 22, epoch: 78/125, loss: 1.2134, acc: 0.9000
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(TESTING) task: 22, epoch: 78/125, loss: 1.2205, acc: 0.9018
(TRAINING) task: 22, epoch: 79/125, loss: 1.1548, acc: 0.9570
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(TESTING) task: 22, epoch: 79/125, loss: 1.2107, acc: 0.9375
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(TRAINING) task: 22, epoch: 80/125, loss: 1.1682, acc: 0.9414
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(TRAINING) task: 22, epoch: 81/125, loss: 1.1506, acc: 0.9531
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(TRAINING) task: 22, epoch: 82/125, loss: 1.1540, acc: 0.9492
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(TRAINING) task: 22, epoch: 83/125, loss: 1.1425, acc: 0.9648
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(TRAINING) task: 22, epoch: 85/125, loss: 1.1320, acc: 0.9609
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(TRAINING) task: 22, epoch: 99/125, loss: 1.0800, acc: 0.9805
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(TRAINING) task: 22, epoch: 100/125, loss: 1.0900, acc: 0.9727
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(TRAINING) task: 22, epoch: 101/125, loss: 1.0966, acc: 0.9531
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(TRAINING) task: 22, epoch: 102/125, loss: 1.0880, acc: 0.9727
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(TRAINING) task: 22, epoch: 103/125, loss: 1.0846, acc: 0.9766
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(TRAINING) task: 22, epoch: 104/125, loss: 1.0803, acc: 0.9766
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(TRAINING) task: 22, epoch: 105/125, loss: 1.0834, acc: 0.9688
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(TRAINING) task: 22, epoch: 106/125, loss: 1.0755, acc: 0.9727
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(TRAINING) task: 22, epoch: 107/125, loss: 1.0877, acc: 0.9609
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(TRAINING) task: 22, epoch: 108/125, loss: 1.0863, acc: 0.9570
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(TESTING) task: 22, epoch: 116/125, loss: 1.1403, acc: 0.8958
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(TRAINING) task: 22, epoch: 117/125, loss: 1.0626, acc: 0.9753
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(TESTING) task: 22, epoch: 117/125, loss: 1.1390, acc: 0.9000
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(TESTING) task: 22, epoch: 118/125, loss: 1.1117, acc: 1.0000
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(TESTING) task: 22, epoch: 118/125, loss: 1.1364, acc: 0.8958
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(TESTING) task: 22, epoch: 119/125, loss: 1.1104, acc: 0.9062
(TESTING) task: 22, epoch: 119/125, loss: 1.1270, acc: 0.9167
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(TESTING) task: 22, epoch: 119/125, loss: 1.1387, acc: 0.8875
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(TESTING) task: 22, epoch: 119/125, loss: 1.1291, acc: 0.9018
(TRAINING) task: 22, epoch: 120/125, loss: 1.0505, acc: 0.9805
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(TESTING) task: 22, epoch: 120/125, loss: 1.1166, acc: 0.9375
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(TESTING) task: 22, epoch: 120/125, loss: 1.1405, acc: 0.9000
(TESTING) task: 22, epoch: 120/125, loss: 1.1321, acc: 0.9062
(TESTING) task: 22, epoch: 120/125, loss: 1.1302, acc: 0.9196
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(TESTING) task: 22, epoch: 121/125, loss: 1.1367, acc: 0.9375
(TESTING) task: 22, epoch: 121/125, loss: 1.1346, acc: 0.9375
(TESTING) task: 22, epoch: 121/125, loss: 1.1304, acc: 0.9250
(TESTING) task: 22, epoch: 121/125, loss: 1.1328, acc: 0.9167
(TESTING) task: 22, epoch: 121/125, loss: 1.1259, acc: 0.9286
(TRAINING) task: 22, epoch: 122/125, loss: 1.0428, acc: 0.9844
(TRAINING) task: 22, epoch: 122/125, loss: 1.0522, acc: 0.9824
(TRAINING) task: 22, epoch: 122/125, loss: 1.0532, acc: 0.9818
(TRAINING) task: 22, epoch: 122/125, loss: 1.0528, acc: 0.9863
(TESTING) task: 22, epoch: 122/125, loss: 1.1115, acc: 0.9375
(TESTING) task: 22, epoch: 122/125, loss: 1.1257, acc: 0.9375
(TESTING) task: 22, epoch: 122/125, loss: 1.1012, acc: 0.9583
(TESTING) task: 22, epoch: 122/125, loss: 1.1332, acc: 0.9219
(TESTING) task: 22, epoch: 122/125, loss: 1.1369, acc: 0.9125
(TESTING) task: 22, epoch: 122/125, loss: 1.1334, acc: 0.9167
(TESTING) task: 22, epoch: 122/125, loss: 1.1213, acc: 0.9286
(TRAINING) task: 22, epoch: 123/125, loss: 1.0558, acc: 0.9844
(TRAINING) task: 22, epoch: 123/125, loss: 1.0567, acc: 0.9844
(TRAINING) task: 22, epoch: 123/125, loss: 1.0565, acc: 0.9831
(TRAINING) task: 22, epoch: 123/125, loss: 1.0486, acc: 0.9856
(TESTING) task: 22, epoch: 123/125, loss: 1.1694, acc: 0.8750
(TESTING) task: 22, epoch: 123/125, loss: 1.1506, acc: 0.9062
(TESTING) task: 22, epoch: 123/125, loss: 1.1428, acc: 0.8958
(TESTING) task: 22, epoch: 123/125, loss: 1.1333, acc: 0.9062
(TESTING) task: 22, epoch: 123/125, loss: 1.1213, acc: 0.9250
(TESTING) task: 22, epoch: 123/125, loss: 1.1300, acc: 0.9167
(TESTING) task: 22, epoch: 123/125, loss: 1.1221, acc: 0.9286
(TRAINING) task: 22, epoch: 124/125, loss: 1.0417, acc: 0.9883
(TRAINING) task: 22, epoch: 124/125, loss: 1.0488, acc: 0.9863
(TRAINING) task: 22, epoch: 124/125, loss: 1.0488, acc: 0.9896
(TRAINING) task: 22, epoch: 124/125, loss: 1.0511, acc: 0.9852
(TESTING) task: 22, epoch: 124/125, loss: 1.0575, acc: 1.0000
(TESTING) task: 22, epoch: 124/125, loss: 1.1103, acc: 0.9375
(TESTING) task: 22, epoch: 124/125, loss: 1.1106, acc: 0.9375
(TESTING) task: 22, epoch: 124/125, loss: 1.1181, acc: 0.9219
(TESTING) task: 22, epoch: 124/125, loss: 1.1256, acc: 0.9250
(TESTING) task: 22, epoch: 124/125, loss: 1.1297, acc: 0.9167
(TESTING) task: 22, epoch: 124/125, loss: 1.1192, acc: 0.9286
#params=56069
(TRAINING) task: 23, epoch: 0/125, loss: 1.6044, acc: 0.2500
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(TESTING) task: 23, epoch: 0/125, loss: 1.6122, acc: 0.3750
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(TRAINING) task: 23, epoch: 2/125, loss: 1.6059, acc: 0.2578
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(TESTING) task: 23, epoch: 2/125, loss: 1.6137, acc: 0.2344
(TESTING) task: 23, epoch: 2/125, loss: 1.6081, acc: 0.2875
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(TRAINING) task: 23, epoch: 3/125, loss: 1.6021, acc: 0.2812
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(TRAINING) task: 23, epoch: 3/125, loss: 1.5989, acc: 0.2930
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(TESTING) task: 23, epoch: 3/125, loss: 1.6014, acc: 0.3125
(TESTING) task: 23, epoch: 3/125, loss: 1.6026, acc: 0.2969
(TESTING) task: 23, epoch: 3/125, loss: 1.6026, acc: 0.3000
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(TESTING) task: 23, epoch: 3/125, loss: 1.5951, acc: 0.4018
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(TRAINING) task: 23, epoch: 4/125, loss: 1.5954, acc: 0.3099
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(TESTING) task: 23, epoch: 4/125, loss: 1.6025, acc: 0.2500
(TESTING) task: 23, epoch: 4/125, loss: 1.5993, acc: 0.2812
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(TRAINING) task: 23, epoch: 26/125, loss: 1.4848, acc: 0.4961
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(TRAINING) task: 23, epoch: 28/125, loss: 1.4759, acc: 0.5273
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(TRAINING) task: 23, epoch: 79/125, loss: 1.1905, acc: 0.7852
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(TRAINING) task: 23, epoch: 80/125, loss: 1.1636, acc: 0.7969
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(TRAINING) task: 23, epoch: 104/125, loss: 1.0892, acc: 0.8555
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(TRAINING) task: 23, epoch: 120/125, loss: 1.0993, acc: 0.8242
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(TESTING) task: 23, epoch: 120/125, loss: 1.0884, acc: 0.8482
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(TESTING) task: 23, epoch: 121/125, loss: 1.1080, acc: 0.8229
(TESTING) task: 23, epoch: 121/125, loss: 1.0860, acc: 0.8482
(TRAINING) task: 23, epoch: 122/125, loss: 1.0602, acc: 0.8789
(TRAINING) task: 23, epoch: 122/125, loss: 1.0693, acc: 0.8672
(TRAINING) task: 23, epoch: 122/125, loss: 1.0802, acc: 0.8529
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(TESTING) task: 23, epoch: 122/125, loss: 1.0922, acc: 0.8482
(TRAINING) task: 23, epoch: 123/125, loss: 1.0896, acc: 0.8320
(TRAINING) task: 23, epoch: 123/125, loss: 1.0783, acc: 0.8496
(TRAINING) task: 23, epoch: 123/125, loss: 1.0800, acc: 0.8490
(TRAINING) task: 23, epoch: 123/125, loss: 1.0800, acc: 0.8555
(TESTING) task: 23, epoch: 123/125, loss: 1.0520, acc: 0.8750
(TESTING) task: 23, epoch: 123/125, loss: 1.1028, acc: 0.8125
(TESTING) task: 23, epoch: 123/125, loss: 1.0994, acc: 0.8333
(TESTING) task: 23, epoch: 123/125, loss: 1.1019, acc: 0.8281
(TESTING) task: 23, epoch: 123/125, loss: 1.1057, acc: 0.8250
(TESTING) task: 23, epoch: 123/125, loss: 1.1059, acc: 0.8229
(TESTING) task: 23, epoch: 123/125, loss: 1.0889, acc: 0.8482
(TRAINING) task: 23, epoch: 124/125, loss: 1.0845, acc: 0.8438
(TRAINING) task: 23, epoch: 124/125, loss: 1.0830, acc: 0.8477
(TRAINING) task: 23, epoch: 124/125, loss: 1.0768, acc: 0.8529
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(TESTING) task: 23, epoch: 124/125, loss: 1.1695, acc: 0.6875
(TESTING) task: 23, epoch: 124/125, loss: 1.0788, acc: 0.8438
(TESTING) task: 23, epoch: 124/125, loss: 1.1212, acc: 0.7917
(TESTING) task: 23, epoch: 124/125, loss: 1.1067, acc: 0.8125
(TESTING) task: 23, epoch: 124/125, loss: 1.1003, acc: 0.8250
(TESTING) task: 23, epoch: 124/125, loss: 1.1051, acc: 0.8229
(TESTING) task: 23, epoch: 124/125, loss: 1.0860, acc: 0.8482
#params=56069
(TRAINING) task: 24, epoch: 0/125, loss: 1.6084, acc: 0.2383
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(TESTING) task: 24, epoch: 0/125, loss: 1.6132, acc: 0.1250
(TESTING) task: 24, epoch: 0/125, loss: 1.6147, acc: 0.1562
(TESTING) task: 24, epoch: 0/125, loss: 1.6095, acc: 0.2083
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(TESTING) task: 24, epoch: 0/125, loss: 1.6096, acc: 0.2482
(TRAINING) task: 24, epoch: 1/125, loss: 1.6053, acc: 0.2617
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(TESTING) task: 24, epoch: 1/125, loss: 1.6109, acc: 0.2188
(TESTING) task: 24, epoch: 1/125, loss: 1.6088, acc: 0.2292
(TESTING) task: 24, epoch: 1/125, loss: 1.6087, acc: 0.2344
(TESTING) task: 24, epoch: 1/125, loss: 1.6130, acc: 0.2161
(TRAINING) task: 24, epoch: 2/125, loss: 1.6067, acc: 0.2500
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(TESTING) task: 24, epoch: 2/125, loss: 1.6202, acc: 0.1562
(TESTING) task: 24, epoch: 2/125, loss: 1.6177, acc: 0.1667
(TESTING) task: 24, epoch: 2/125, loss: 1.6103, acc: 0.2344
(TESTING) task: 24, epoch: 2/125, loss: 1.6097, acc: 0.2161
(TRAINING) task: 24, epoch: 3/125, loss: 1.6061, acc: 0.2578
(TRAINING) task: 24, epoch: 3/125, loss: 1.6041, acc: 0.2715
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(TESTING) task: 24, epoch: 3/125, loss: 1.6047, acc: 0.2500
(TESTING) task: 24, epoch: 3/125, loss: 1.6097, acc: 0.2188
(TESTING) task: 24, epoch: 3/125, loss: 1.6107, acc: 0.2083
(TESTING) task: 24, epoch: 3/125, loss: 1.6111, acc: 0.2031
(TESTING) task: 24, epoch: 3/125, loss: 1.6070, acc: 0.2482
(TRAINING) task: 24, epoch: 4/125, loss: 1.5977, acc: 0.3164
(TRAINING) task: 24, epoch: 4/125, loss: 1.6012, acc: 0.2832
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(TESTING) task: 24, epoch: 4/125, loss: 1.6073, acc: 0.2321
(TRAINING) task: 24, epoch: 5/125, loss: 1.6017, acc: 0.2773
(TRAINING) task: 24, epoch: 5/125, loss: 1.6000, acc: 0.2871
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(TESTING) task: 24, epoch: 5/125, loss: 1.6150, acc: 0.2188
(TESTING) task: 24, epoch: 5/125, loss: 1.6107, acc: 0.2083
(TESTING) task: 24, epoch: 5/125, loss: 1.6070, acc: 0.2188
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(TRAINING) task: 24, epoch: 6/125, loss: 1.5996, acc: 0.2852
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#params=56069
(TRAINING) task: 25, epoch: 0/125, loss: 1.6198, acc: 0.1055
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(TRAINING) task: 25, epoch: 3/125, loss: 1.6133, acc: 0.1484
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(TESTING) task: 25, epoch: 3/125, loss: 1.6068, acc: 0.1875
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(TESTING) task: 25, epoch: 3/125, loss: 1.6109, acc: 0.1250
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(TRAINING) task: 25, epoch: 4/125, loss: 1.6124, acc: 0.1562
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(TESTING) task: 25, epoch: 4/125, loss: 1.6103, acc: 0.1094
(TRAINING) task: 25, epoch: 5/125, loss: 1.6094, acc: 0.1680
(TRAINING) task: 25, epoch: 5/125, loss: 1.6120, acc: 0.1627
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(TRAINING) task: 25, epoch: 6/125, loss: 1.6088, acc: 0.1992
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(TRAINING) task: 25, epoch: 7/125, loss: 1.6085, acc: 0.1992
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(TRAINING) task: 25, epoch: 8/125, loss: 1.6081, acc: 0.1797
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(TRAINING) task: 25, epoch: 9/125, loss: 1.6055, acc: 0.2148
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(TRAINING) task: 25, epoch: 10/125, loss: 1.6017, acc: 0.2578
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(TRAINING) task: 25, epoch: 11/125, loss: 1.5996, acc: 0.2695
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(TESTING) task: 25, epoch: 11/125, loss: 1.5997, acc: 0.2500
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(TRAINING) task: 25, epoch: 12/125, loss: 1.6024, acc: 0.2422
(TRAINING) task: 25, epoch: 12/125, loss: 1.6001, acc: 0.2530
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(TESTING) task: 25, epoch: 12/125, loss: 1.5997, acc: 0.2083
(TESTING) task: 25, epoch: 12/125, loss: 1.5997, acc: 0.2118
(TRAINING) task: 25, epoch: 13/125, loss: 1.6005, acc: 0.2617
(TRAINING) task: 25, epoch: 13/125, loss: 1.5982, acc: 0.2755
(TESTING) task: 25, epoch: 13/125, loss: 1.5952, acc: 0.2500
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(TESTING) task: 25, epoch: 13/125, loss: 1.6004, acc: 0.1875
(TESTING) task: 25, epoch: 13/125, loss: 1.5972, acc: 0.2240
(TRAINING) task: 25, epoch: 14/125, loss: 1.5975, acc: 0.2812
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(TESTING) task: 25, epoch: 14/125, loss: 1.5968, acc: 0.2188
(TESTING) task: 25, epoch: 14/125, loss: 1.5978, acc: 0.2292
(TESTING) task: 25, epoch: 14/125, loss: 1.5964, acc: 0.2552
(TRAINING) task: 25, epoch: 15/125, loss: 1.5956, acc: 0.3086
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(TESTING) task: 25, epoch: 15/125, loss: 1.5989, acc: 0.2500
(TESTING) task: 25, epoch: 15/125, loss: 1.5992, acc: 0.2812
(TESTING) task: 25, epoch: 15/125, loss: 1.5944, acc: 0.3125
(TESTING) task: 25, epoch: 15/125, loss: 1.5955, acc: 0.3177
(TRAINING) task: 25, epoch: 16/125, loss: 1.5910, acc: 0.3320
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(TESTING) task: 25, epoch: 16/125, loss: 1.5864, acc: 0.3125
(TESTING) task: 25, epoch: 16/125, loss: 1.5970, acc: 0.2188
(TESTING) task: 25, epoch: 16/125, loss: 1.5913, acc: 0.3542
(TESTING) task: 25, epoch: 16/125, loss: 1.5949, acc: 0.2934
(TRAINING) task: 25, epoch: 17/125, loss: 1.5921, acc: 0.3594
(TRAINING) task: 25, epoch: 17/125, loss: 1.5902, acc: 0.3542
(TESTING) task: 25, epoch: 17/125, loss: 1.5865, acc: 0.3750
(TESTING) task: 25, epoch: 17/125, loss: 1.5868, acc: 0.3438
(TESTING) task: 25, epoch: 17/125, loss: 1.5929, acc: 0.3125
(TESTING) task: 25, epoch: 17/125, loss: 1.5913, acc: 0.3455
(TRAINING) task: 25, epoch: 18/125, loss: 1.5898, acc: 0.3320
(TRAINING) task: 25, epoch: 18/125, loss: 1.5882, acc: 0.3660
(TESTING) task: 25, epoch: 18/125, loss: 1.5865, acc: 0.3750
(TESTING) task: 25, epoch: 18/125, loss: 1.5949, acc: 0.3125
(TESTING) task: 25, epoch: 18/125, loss: 1.5894, acc: 0.3333
(TESTING) task: 25, epoch: 18/125, loss: 1.5910, acc: 0.3333
(TRAINING) task: 25, epoch: 19/125, loss: 1.5875, acc: 0.3594
(TRAINING) task: 25, epoch: 19/125, loss: 1.5862, acc: 0.3776
(TESTING) task: 25, epoch: 19/125, loss: 1.5776, acc: 0.4375
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(TESTING) task: 25, epoch: 19/125, loss: 1.5842, acc: 0.3333
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(TRAINING) task: 25, epoch: 20/125, loss: 1.5826, acc: 0.4336
(TRAINING) task: 25, epoch: 20/125, loss: 1.5843, acc: 0.3976
(TESTING) task: 25, epoch: 20/125, loss: 1.5811, acc: 0.4375
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(TESTING) task: 25, epoch: 20/125, loss: 1.5851, acc: 0.3646
(TRAINING) task: 25, epoch: 21/125, loss: 1.5840, acc: 0.3828
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(TESTING) task: 25, epoch: 21/125, loss: 1.5926, acc: 0.4375
(TESTING) task: 25, epoch: 21/125, loss: 1.5958, acc: 0.3125
(TESTING) task: 25, epoch: 21/125, loss: 1.5871, acc: 0.3750
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(TRAINING) task: 25, epoch: 22/125, loss: 1.5818, acc: 0.3945
(TRAINING) task: 25, epoch: 22/125, loss: 1.5800, acc: 0.4249
(TESTING) task: 25, epoch: 22/125, loss: 1.5828, acc: 0.5000
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(TESTING) task: 25, epoch: 22/125, loss: 1.5817, acc: 0.4167
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(TRAINING) task: 25, epoch: 23/125, loss: 1.5799, acc: 0.4258
(TRAINING) task: 25, epoch: 23/125, loss: 1.5778, acc: 0.4448
(TESTING) task: 25, epoch: 23/125, loss: 1.5922, acc: 0.3125
(TESTING) task: 25, epoch: 23/125, loss: 1.5864, acc: 0.4375
(TESTING) task: 25, epoch: 23/125, loss: 1.5829, acc: 0.3958
(TESTING) task: 25, epoch: 23/125, loss: 1.5809, acc: 0.4358
(TRAINING) task: 25, epoch: 24/125, loss: 1.5759, acc: 0.4375
(TRAINING) task: 25, epoch: 24/125, loss: 1.5758, acc: 0.4570
(TESTING) task: 25, epoch: 24/125, loss: 1.5841, acc: 0.3750
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(TESTING) task: 25, epoch: 24/125, loss: 1.5812, acc: 0.3958
(TESTING) task: 25, epoch: 24/125, loss: 1.5792, acc: 0.4358
(TRAINING) task: 25, epoch: 25/125, loss: 1.5753, acc: 0.4609
(TRAINING) task: 25, epoch: 25/125, loss: 1.5735, acc: 0.4709
(TESTING) task: 25, epoch: 25/125, loss: 1.5843, acc: 0.3125
(TESTING) task: 25, epoch: 25/125, loss: 1.5782, acc: 0.4062
(TESTING) task: 25, epoch: 25/125, loss: 1.5815, acc: 0.3750
(TESTING) task: 25, epoch: 25/125, loss: 1.5761, acc: 0.4479
(TRAINING) task: 25, epoch: 26/125, loss: 1.5721, acc: 0.4805
(TRAINING) task: 25, epoch: 26/125, loss: 1.5713, acc: 0.4828
(TESTING) task: 25, epoch: 26/125, loss: 1.5746, acc: 0.4375
(TESTING) task: 25, epoch: 26/125, loss: 1.5720, acc: 0.4375
(TESTING) task: 25, epoch: 26/125, loss: 1.5748, acc: 0.4375
(TESTING) task: 25, epoch: 26/125, loss: 1.5774, acc: 0.3837
(TRAINING) task: 25, epoch: 27/125, loss: 1.5749, acc: 0.4531
(TRAINING) task: 25, epoch: 27/125, loss: 1.5690, acc: 0.4883
(TESTING) task: 25, epoch: 27/125, loss: 1.5895, acc: 0.3750
(TESTING) task: 25, epoch: 27/125, loss: 1.5810, acc: 0.3750
(TESTING) task: 25, epoch: 27/125, loss: 1.5781, acc: 0.3750
(TESTING) task: 25, epoch: 27/125, loss: 1.5724, acc: 0.4201
(TRAINING) task: 25, epoch: 28/125, loss: 1.5675, acc: 0.4805
(TRAINING) task: 25, epoch: 28/125, loss: 1.5670, acc: 0.4956
(TESTING) task: 25, epoch: 28/125, loss: 1.5720, acc: 0.4375
(TESTING) task: 25, epoch: 28/125, loss: 1.5731, acc: 0.3750
(TESTING) task: 25, epoch: 28/125, loss: 1.5704, acc: 0.4167
(TESTING) task: 25, epoch: 28/125, loss: 1.5741, acc: 0.3958
(TRAINING) task: 25, epoch: 29/125, loss: 1.5654, acc: 0.4922
(TRAINING) task: 25, epoch: 29/125, loss: 1.5646, acc: 0.5014
(TESTING) task: 25, epoch: 29/125, loss: 1.5809, acc: 0.2500
(TESTING) task: 25, epoch: 29/125, loss: 1.5657, acc: 0.3750
(TESTING) task: 25, epoch: 29/125, loss: 1.5751, acc: 0.3750
(TESTING) task: 25, epoch: 29/125, loss: 1.5684, acc: 0.4479
(TRAINING) task: 25, epoch: 30/125, loss: 1.5617, acc: 0.5078
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(TESTING) task: 25, epoch: 30/125, loss: 1.5689, acc: 0.3750
(TESTING) task: 25, epoch: 30/125, loss: 1.5711, acc: 0.4062
(TESTING) task: 25, epoch: 30/125, loss: 1.5633, acc: 0.4583
(TESTING) task: 25, epoch: 30/125, loss: 1.5721, acc: 0.4271
(TRAINING) task: 25, epoch: 31/125, loss: 1.5552, acc: 0.5234
(TRAINING) task: 25, epoch: 31/125, loss: 1.5602, acc: 0.5107
(TESTING) task: 25, epoch: 31/125, loss: 1.5697, acc: 0.3750
(TESTING) task: 25, epoch: 31/125, loss: 1.5668, acc: 0.4375
(TESTING) task: 25, epoch: 31/125, loss: 1.5712, acc: 0.3958
(TESTING) task: 25, epoch: 31/125, loss: 1.5646, acc: 0.4913
(TRAINING) task: 25, epoch: 32/125, loss: 1.5528, acc: 0.5586
(TRAINING) task: 25, epoch: 32/125, loss: 1.5578, acc: 0.5197
(TESTING) task: 25, epoch: 32/125, loss: 1.5542, acc: 0.5625
(TESTING) task: 25, epoch: 32/125, loss: 1.5642, acc: 0.4375
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(TESTING) task: 25, epoch: 32/125, loss: 1.5615, acc: 0.4670
(TRAINING) task: 25, epoch: 33/125, loss: 1.5552, acc: 0.5273
(TRAINING) task: 25, epoch: 33/125, loss: 1.5551, acc: 0.5190
(TESTING) task: 25, epoch: 33/125, loss: 1.5658, acc: 0.4375
(TESTING) task: 25, epoch: 33/125, loss: 1.5555, acc: 0.5000
(TESTING) task: 25, epoch: 33/125, loss: 1.5618, acc: 0.4792
(TESTING) task: 25, epoch: 33/125, loss: 1.5640, acc: 0.4427
(TRAINING) task: 25, epoch: 34/125, loss: 1.5503, acc: 0.5391
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(TESTING) task: 25, epoch: 34/125, loss: 1.5674, acc: 0.4375
(TESTING) task: 25, epoch: 34/125, loss: 1.5748, acc: 0.3438
(TESTING) task: 25, epoch: 34/125, loss: 1.5665, acc: 0.4167
(TESTING) task: 25, epoch: 34/125, loss: 1.5581, acc: 0.4792
(TRAINING) task: 25, epoch: 35/125, loss: 1.5534, acc: 0.5195
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(TESTING) task: 25, epoch: 35/125, loss: 1.5436, acc: 0.5625
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(TESTING) task: 25, epoch: 35/125, loss: 1.5560, acc: 0.4583
(TESTING) task: 25, epoch: 35/125, loss: 1.5614, acc: 0.4549
(TRAINING) task: 25, epoch: 36/125, loss: 1.5486, acc: 0.5195
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(TESTING) task: 25, epoch: 36/125, loss: 1.5472, acc: 0.5000
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(TESTING) task: 25, epoch: 36/125, loss: 1.5537, acc: 0.4583
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(TRAINING) task: 25, epoch: 37/125, loss: 1.5460, acc: 0.5234
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(TESTING) task: 25, epoch: 37/125, loss: 1.5890, acc: 0.3750
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(TESTING) task: 25, epoch: 37/125, loss: 1.5590, acc: 0.4583
(TESTING) task: 25, epoch: 37/125, loss: 1.5532, acc: 0.4826
(TRAINING) task: 25, epoch: 38/125, loss: 1.5409, acc: 0.5312
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(TESTING) task: 25, epoch: 38/125, loss: 1.5656, acc: 0.3750
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(TESTING) task: 25, epoch: 38/125, loss: 1.5475, acc: 0.5208
(TESTING) task: 25, epoch: 38/125, loss: 1.5569, acc: 0.4462
(TRAINING) task: 25, epoch: 39/125, loss: 1.5410, acc: 0.5508
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(TESTING) task: 25, epoch: 39/125, loss: 1.5373, acc: 0.5625
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(TRAINING) task: 25, epoch: 40/125, loss: 1.5408, acc: 0.4961
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(TESTING) task: 25, epoch: 40/125, loss: 1.5643, acc: 0.3125
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(TESTING) task: 25, epoch: 40/125, loss: 1.5429, acc: 0.4792
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(TRAINING) task: 25, epoch: 41/125, loss: 1.5363, acc: 0.5312
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(TRAINING) task: 25, epoch: 42/125, loss: 1.5320, acc: 0.5430
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(TRAINING) task: 25, epoch: 44/125, loss: 1.5272, acc: 0.5625
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(TRAINING) task: 25, epoch: 45/125, loss: 1.5282, acc: 0.5391
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(TRAINING) task: 25, epoch: 46/125, loss: 1.5147, acc: 0.5508
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(TRAINING) task: 25, epoch: 47/125, loss: 1.5189, acc: 0.5391
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(TRAINING) task: 25, epoch: 48/125, loss: 1.5163, acc: 0.5391
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(TRAINING) task: 25, epoch: 74/125, loss: 1.4384, acc: 0.5586
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(TESTING) task: 25, epoch: 124/125, loss: 1.3489, acc: 0.6597
#params=56069
(TRAINING) task: 26, epoch: 0/125, loss: 1.6070, acc: 0.2617
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(TRAINING) task: 26, epoch: 11/125, loss: 1.5736, acc: 0.4297
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(TRAINING) task: 26, epoch: 13/125, loss: 1.5676, acc: 0.4961
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(TRAINING) task: 26, epoch: 15/125, loss: 1.5582, acc: 0.5703
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(TRAINING) task: 26, epoch: 15/125, loss: 1.5543, acc: 0.5781
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(TRAINING) task: 26, epoch: 17/125, loss: 1.5475, acc: 0.6094
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(TRAINING) task: 26, epoch: 18/125, loss: 1.5329, acc: 0.6836
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(TRAINING) task: 26, epoch: 19/125, loss: 1.5338, acc: 0.6406
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(TRAINING) task: 26, epoch: 20/125, loss: 1.5254, acc: 0.6758
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(TRAINING) task: 26, epoch: 21/125, loss: 1.5243, acc: 0.6758
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(TESTING) task: 26, epoch: 21/125, loss: 1.5372, acc: 0.5952
(TRAINING) task: 26, epoch: 22/125, loss: 1.5152, acc: 0.6953
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(TRAINING) task: 26, epoch: 22/125, loss: 1.5127, acc: 0.6927
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(TESTING) task: 26, epoch: 22/125, loss: 1.5215, acc: 0.7500
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(TRAINING) task: 26, epoch: 23/125, loss: 1.5027, acc: 0.6836
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(TRAINING) task: 26, epoch: 25/125, loss: 1.4983, acc: 0.6875
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(TESTING) task: 26, epoch: 124/125, loss: 1.1385, acc: 0.9375
#params=56069
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(TRAINING) task: 27, epoch: 12/125, loss: 1.5649, acc: 0.4609
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(TRAINING) task: 27, epoch: 13/125, loss: 1.5582, acc: 0.4805
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(TRAINING) task: 27, epoch: 20/125, loss: 1.5095, acc: 0.6055
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(TRAINING) task: 27, epoch: 22/125, loss: 1.4931, acc: 0.6484
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(TRAINING) task: 27, epoch: 23/125, loss: 1.4897, acc: 0.5820
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(TRAINING) task: 27, epoch: 24/125, loss: 1.4793, acc: 0.5990
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(TESTING) task: 27, epoch: 24/125, loss: 1.4773, acc: 0.5500
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(TRAINING) task: 27, epoch: 25/125, loss: 1.4800, acc: 0.6172
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(TESTING) task: 27, epoch: 25/125, loss: 1.4897, acc: 0.3750
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(TRAINING) task: 27, epoch: 26/125, loss: 1.4738, acc: 0.5742
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(TESTING) task: 27, epoch: 121/125, loss: 1.1143, acc: 0.8750
(TESTING) task: 27, epoch: 121/125, loss: 1.1074, acc: 0.8875
(TESTING) task: 27, epoch: 121/125, loss: 1.1005, acc: 0.9062
(TRAINING) task: 27, epoch: 122/125, loss: 1.0734, acc: 0.9531
(TRAINING) task: 27, epoch: 122/125, loss: 1.0741, acc: 0.9453
(TRAINING) task: 27, epoch: 122/125, loss: 1.0709, acc: 0.9466
(TRAINING) task: 27, epoch: 122/125, loss: 1.0751, acc: 0.9421
(TESTING) task: 27, epoch: 122/125, loss: 1.0957, acc: 0.9375
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(TESTING) task: 27, epoch: 122/125, loss: 1.0994, acc: 0.9167
(TESTING) task: 27, epoch: 122/125, loss: 1.1061, acc: 0.8906
(TESTING) task: 27, epoch: 122/125, loss: 1.1040, acc: 0.8875
(TESTING) task: 27, epoch: 122/125, loss: 1.0997, acc: 0.9062
(TRAINING) task: 27, epoch: 123/125, loss: 1.0690, acc: 0.9336
(TRAINING) task: 27, epoch: 123/125, loss: 1.0678, acc: 0.9473
(TRAINING) task: 27, epoch: 123/125, loss: 1.0708, acc: 0.9466
(TRAINING) task: 27, epoch: 123/125, loss: 1.0719, acc: 0.9457
(TESTING) task: 27, epoch: 123/125, loss: 1.1582, acc: 0.8125
(TESTING) task: 27, epoch: 123/125, loss: 1.1273, acc: 0.8750
(TESTING) task: 27, epoch: 123/125, loss: 1.0898, acc: 0.9167
(TESTING) task: 27, epoch: 123/125, loss: 1.0818, acc: 0.9375
(TESTING) task: 27, epoch: 123/125, loss: 1.0886, acc: 0.9250
(TESTING) task: 27, epoch: 123/125, loss: 1.0992, acc: 0.9042
(TRAINING) task: 27, epoch: 124/125, loss: 1.0696, acc: 0.9414
(TRAINING) task: 27, epoch: 124/125, loss: 1.0711, acc: 0.9434
(TRAINING) task: 27, epoch: 124/125, loss: 1.0696, acc: 0.9479
(TRAINING) task: 27, epoch: 124/125, loss: 1.0709, acc: 0.9431
(TESTING) task: 27, epoch: 124/125, loss: 1.0720, acc: 1.0000
(TESTING) task: 27, epoch: 124/125, loss: 1.1058, acc: 0.9062
(TESTING) task: 27, epoch: 124/125, loss: 1.1366, acc: 0.8750
(TESTING) task: 27, epoch: 124/125, loss: 1.0978, acc: 0.9062
(TESTING) task: 27, epoch: 124/125, loss: 1.1038, acc: 0.9000
(TESTING) task: 27, epoch: 124/125, loss: 1.0976, acc: 0.9056
#params=56069
(TRAINING) task: 28, epoch: 0/125, loss: 1.6147, acc: 0.1328
(TRAINING) task: 28, epoch: 0/125, loss: 1.6132, acc: 0.1582
(TRAINING) task: 28, epoch: 0/125, loss: 1.6135, acc: 0.1546
(TESTING) task: 28, epoch: 0/125, loss: 1.6150, acc: 0.1250
(TESTING) task: 28, epoch: 0/125, loss: 1.6140, acc: 0.0938
(TESTING) task: 28, epoch: 0/125, loss: 1.6152, acc: 0.1042
(TESTING) task: 28, epoch: 0/125, loss: 1.6152, acc: 0.1094
(TESTING) task: 28, epoch: 0/125, loss: 1.6142, acc: 0.1250
(TESTING) task: 28, epoch: 0/125, loss: 1.6216, acc: 0.1042
(TRAINING) task: 28, epoch: 1/125, loss: 1.6116, acc: 0.1836
(TRAINING) task: 28, epoch: 1/125, loss: 1.6118, acc: 0.1680
(TRAINING) task: 28, epoch: 1/125, loss: 1.6113, acc: 0.1629
(TESTING) task: 28, epoch: 1/125, loss: 1.6118, acc: 0.1875
(TESTING) task: 28, epoch: 1/125, loss: 1.6137, acc: 0.1250
(TESTING) task: 28, epoch: 1/125, loss: 1.6089, acc: 0.1875
(TESTING) task: 28, epoch: 1/125, loss: 1.6113, acc: 0.1562
(TESTING) task: 28, epoch: 1/125, loss: 1.6136, acc: 0.1250
(TESTING) task: 28, epoch: 1/125, loss: 1.6118, acc: 0.1042
(TRAINING) task: 28, epoch: 2/125, loss: 1.6100, acc: 0.1797
(TRAINING) task: 28, epoch: 2/125, loss: 1.6104, acc: 0.1836
(TRAINING) task: 28, epoch: 2/125, loss: 1.6091, acc: 0.1820
(TESTING) task: 28, epoch: 2/125, loss: 1.6095, acc: 0.1250
(TESTING) task: 28, epoch: 2/125, loss: 1.6135, acc: 0.1250
(TESTING) task: 28, epoch: 2/125, loss: 1.6144, acc: 0.1042
(TESTING) task: 28, epoch: 2/125, loss: 1.6143, acc: 0.1406
(TESTING) task: 28, epoch: 2/125, loss: 1.6121, acc: 0.1375
(TESTING) task: 28, epoch: 2/125, loss: 1.6120, acc: 0.1146
(TRAINING) task: 28, epoch: 3/125, loss: 1.6098, acc: 0.1836
(TRAINING) task: 28, epoch: 3/125, loss: 1.6079, acc: 0.1855
(TRAINING) task: 28, epoch: 3/125, loss: 1.6071, acc: 0.1974
(TESTING) task: 28, epoch: 3/125, loss: 1.6139, acc: 0.1250
(TESTING) task: 28, epoch: 3/125, loss: 1.6147, acc: 0.0938
(TESTING) task: 28, epoch: 3/125, loss: 1.6114, acc: 0.1250
(TESTING) task: 28, epoch: 3/125, loss: 1.6108, acc: 0.1406
(TESTING) task: 28, epoch: 3/125, loss: 1.6105, acc: 0.1375
(TESTING) task: 28, epoch: 3/125, loss: 1.6134, acc: 0.1146
(TRAINING) task: 28, epoch: 4/125, loss: 1.6056, acc: 0.2266
(TRAINING) task: 28, epoch: 4/125, loss: 1.6050, acc: 0.2148
(TRAINING) task: 28, epoch: 4/125, loss: 1.6051, acc: 0.2081
(TESTING) task: 28, epoch: 4/125, loss: 1.6200, acc: 0.1250
(TESTING) task: 28, epoch: 4/125, loss: 1.6163, acc: 0.1250
(TESTING) task: 28, epoch: 4/125, loss: 1.6149, acc: 0.1250
(TESTING) task: 28, epoch: 4/125, loss: 1.6123, acc: 0.1406
(TESTING) task: 28, epoch: 4/125, loss: 1.6090, acc: 0.1500
(TESTING) task: 28, epoch: 4/125, loss: 1.6106, acc: 0.1250
(TRAINING) task: 28, epoch: 5/125, loss: 1.6032, acc: 0.2266
(TRAINING) task: 28, epoch: 5/125, loss: 1.6017, acc: 0.2402
(TRAINING) task: 28, epoch: 5/125, loss: 1.6031, acc: 0.2251
(TESTING) task: 28, epoch: 5/125, loss: 1.6060, acc: 0.3125
(TESTING) task: 28, epoch: 5/125, loss: 1.6069, acc: 0.2188
(TESTING) task: 28, epoch: 5/125, loss: 1.6078, acc: 0.1875
(TESTING) task: 28, epoch: 5/125, loss: 1.6073, acc: 0.1875
(TESTING) task: 28, epoch: 5/125, loss: 1.6077, acc: 0.1750
(TESTING) task: 28, epoch: 5/125, loss: 1.6067, acc: 0.1458
(TRAINING) task: 28, epoch: 6/125, loss: 1.6038, acc: 0.2266
(TRAINING) task: 28, epoch: 6/125, loss: 1.6013, acc: 0.2520
(TRAINING) task: 28, epoch: 6/125, loss: 1.6004, acc: 0.2469
(TESTING) task: 28, epoch: 6/125, loss: 1.6052, acc: 0.1875
(TESTING) task: 28, epoch: 6/125, loss: 1.6052, acc: 0.1562
(TESTING) task: 28, epoch: 6/125, loss: 1.6041, acc: 0.1875
(TESTING) task: 28, epoch: 6/125, loss: 1.6035, acc: 0.1875
(TESTING) task: 28, epoch: 6/125, loss: 1.6056, acc: 0.1750
(TESTING) task: 28, epoch: 6/125, loss: 1.6112, acc: 0.1458
(TRAINING) task: 28, epoch: 7/125, loss: 1.5991, acc: 0.2578
(TRAINING) task: 28, epoch: 7/125, loss: 1.5977, acc: 0.2637
(TRAINING) task: 28, epoch: 7/125, loss: 1.5984, acc: 0.2688
(TESTING) task: 28, epoch: 7/125, loss: 1.5969, acc: 0.2500
(TESTING) task: 28, epoch: 7/125, loss: 1.5989, acc: 0.3125
(TESTING) task: 28, epoch: 7/125, loss: 1.6027, acc: 0.2292
(TESTING) task: 28, epoch: 7/125, loss: 1.6046, acc: 0.2188
(TESTING) task: 28, epoch: 7/125, loss: 1.6041, acc: 0.2000
(TESTING) task: 28, epoch: 7/125, loss: 1.6078, acc: 0.1667
(TRAINING) task: 28, epoch: 8/125, loss: 1.5990, acc: 0.2422
(TRAINING) task: 28, epoch: 8/125, loss: 1.5962, acc: 0.2832
(TRAINING) task: 28, epoch: 8/125, loss: 1.5957, acc: 0.3011
(TESTING) task: 28, epoch: 8/125, loss: 1.5996, acc: 0.3750
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(TESTING) task: 28, epoch: 8/125, loss: 1.6078, acc: 0.1771
(TRAINING) task: 28, epoch: 9/125, loss: 1.5930, acc: 0.3398
(TRAINING) task: 28, epoch: 9/125, loss: 1.5923, acc: 0.3379
(TRAINING) task: 28, epoch: 9/125, loss: 1.5933, acc: 0.3112
(TESTING) task: 28, epoch: 9/125, loss: 1.6117, acc: 0.0625
(TESTING) task: 28, epoch: 9/125, loss: 1.6062, acc: 0.1250
(TESTING) task: 28, epoch: 9/125, loss: 1.6035, acc: 0.1458
(TESTING) task: 28, epoch: 9/125, loss: 1.6026, acc: 0.2031
(TESTING) task: 28, epoch: 9/125, loss: 1.6006, acc: 0.2250
(TESTING) task: 28, epoch: 9/125, loss: 1.6022, acc: 0.1875
(TRAINING) task: 28, epoch: 10/125, loss: 1.5904, acc: 0.3555
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(TESTING) task: 28, epoch: 10/125, loss: 1.5960, acc: 0.1250
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(TESTING) task: 28, epoch: 10/125, loss: 1.5971, acc: 0.2292
(TESTING) task: 28, epoch: 10/125, loss: 1.5984, acc: 0.2656
(TESTING) task: 28, epoch: 10/125, loss: 1.5986, acc: 0.2625
(TESTING) task: 28, epoch: 10/125, loss: 1.5993, acc: 0.2188
(TRAINING) task: 28, epoch: 11/125, loss: 1.5928, acc: 0.3086
(TRAINING) task: 28, epoch: 11/125, loss: 1.5880, acc: 0.3555
(TRAINING) task: 28, epoch: 11/125, loss: 1.5876, acc: 0.3721
(TESTING) task: 28, epoch: 11/125, loss: 1.5995, acc: 0.2500
(TESTING) task: 28, epoch: 11/125, loss: 1.5938, acc: 0.2188
(TESTING) task: 28, epoch: 11/125, loss: 1.5965, acc: 0.2500
(TESTING) task: 28, epoch: 11/125, loss: 1.5992, acc: 0.2188
(TESTING) task: 28, epoch: 11/125, loss: 1.5966, acc: 0.2875
(TESTING) task: 28, epoch: 11/125, loss: 1.5985, acc: 0.2396
(TRAINING) task: 28, epoch: 12/125, loss: 1.5855, acc: 0.3867
(TRAINING) task: 28, epoch: 12/125, loss: 1.5833, acc: 0.4199
(TRAINING) task: 28, epoch: 12/125, loss: 1.5852, acc: 0.3992
(TESTING) task: 28, epoch: 12/125, loss: 1.5922, acc: 0.3750
(TESTING) task: 28, epoch: 12/125, loss: 1.5900, acc: 0.3438
(TESTING) task: 28, epoch: 12/125, loss: 1.5931, acc: 0.3333
(TESTING) task: 28, epoch: 12/125, loss: 1.5957, acc: 0.2812
(TESTING) task: 28, epoch: 12/125, loss: 1.5948, acc: 0.2875
(TESTING) task: 28, epoch: 12/125, loss: 1.5919, acc: 0.4062
(TRAINING) task: 28, epoch: 13/125, loss: 1.5844, acc: 0.3906
(TRAINING) task: 28, epoch: 13/125, loss: 1.5831, acc: 0.4199
(TRAINING) task: 28, epoch: 13/125, loss: 1.5815, acc: 0.4378
(TESTING) task: 28, epoch: 13/125, loss: 1.5892, acc: 0.3125
(TESTING) task: 28, epoch: 13/125, loss: 1.5986, acc: 0.2188
(TESTING) task: 28, epoch: 13/125, loss: 1.5954, acc: 0.2917
(TESTING) task: 28, epoch: 13/125, loss: 1.5937, acc: 0.2969
(TESTING) task: 28, epoch: 13/125, loss: 1.5927, acc: 0.3000
(TESTING) task: 28, epoch: 13/125, loss: 1.5905, acc: 0.4167
(TRAINING) task: 28, epoch: 14/125, loss: 1.5770, acc: 0.4531
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(TESTING) task: 28, epoch: 14/125, loss: 1.5812, acc: 0.3750
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(TESTING) task: 28, epoch: 14/125, loss: 1.5899, acc: 0.3250
(TESTING) task: 28, epoch: 14/125, loss: 1.5977, acc: 0.2708
(TRAINING) task: 28, epoch: 15/125, loss: 1.5749, acc: 0.5078
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(TESTING) task: 28, epoch: 15/125, loss: 1.5957, acc: 0.2500
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(TESTING) task: 28, epoch: 15/125, loss: 1.5903, acc: 0.3125
(TESTING) task: 28, epoch: 15/125, loss: 1.5882, acc: 0.3375
(TESTING) task: 28, epoch: 15/125, loss: 1.5880, acc: 0.2812
(TRAINING) task: 28, epoch: 16/125, loss: 1.5714, acc: 0.5156
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(TESTING) task: 28, epoch: 16/125, loss: 1.5953, acc: 0.2500
(TESTING) task: 28, epoch: 16/125, loss: 1.5958, acc: 0.2812
(TESTING) task: 28, epoch: 16/125, loss: 1.5894, acc: 0.3333
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(TRAINING) task: 28, epoch: 17/125, loss: 1.5669, acc: 0.5391
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(TESTING) task: 28, epoch: 17/125, loss: 1.5813, acc: 0.3750
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(TESTING) task: 28, epoch: 17/125, loss: 1.5791, acc: 0.4375
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(TESTING) task: 28, epoch: 17/125, loss: 1.5944, acc: 0.3333
(TRAINING) task: 28, epoch: 18/125, loss: 1.5685, acc: 0.5234
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(TESTING) task: 28, epoch: 18/125, loss: 1.5820, acc: 0.4167
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(TESTING) task: 28, epoch: 18/125, loss: 1.5803, acc: 0.4000
(TESTING) task: 28, epoch: 18/125, loss: 1.5860, acc: 0.3333
(TRAINING) task: 28, epoch: 19/125, loss: 1.5605, acc: 0.5859
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(TESTING) task: 28, epoch: 19/125, loss: 1.5757, acc: 0.4375
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(TRAINING) task: 28, epoch: 20/125, loss: 1.5586, acc: 0.5820
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(TESTING) task: 28, epoch: 20/125, loss: 1.5832, acc: 0.3125
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(TESTING) task: 28, epoch: 20/125, loss: 1.5655, acc: 0.5625
(TRAINING) task: 28, epoch: 21/125, loss: 1.5555, acc: 0.5664
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(TESTING) task: 28, epoch: 21/125, loss: 1.5620, acc: 0.5625
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(TRAINING) task: 28, epoch: 22/125, loss: 1.5552, acc: 0.5820
(TRAINING) task: 28, epoch: 22/125, loss: 1.5509, acc: 0.5957
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(TESTING) task: 28, epoch: 22/125, loss: 1.5751, acc: 0.4375
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(TESTING) task: 28, epoch: 22/125, loss: 1.5688, acc: 0.5417
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(TRAINING) task: 28, epoch: 23/125, loss: 1.5518, acc: 0.6094
(TRAINING) task: 28, epoch: 23/125, loss: 1.5491, acc: 0.6113
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(TESTING) task: 28, epoch: 23/125, loss: 1.5558, acc: 0.5625
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(TRAINING) task: 28, epoch: 24/125, loss: 1.5428, acc: 0.5977
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(TRAINING) task: 28, epoch: 25/125, loss: 1.5349, acc: 0.6562
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(TRAINING) task: 28, epoch: 26/125, loss: 1.5367, acc: 0.6094
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(TESTING) task: 28, epoch: 119/125, loss: 1.1511, acc: 0.9375
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(TESTING) task: 28, epoch: 120/125, loss: 1.2474, acc: 0.9375
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(TESTING) task: 28, epoch: 120/125, loss: 1.1981, acc: 0.8958
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(TESTING) task: 28, epoch: 121/125, loss: 1.2251, acc: 0.8125
(TESTING) task: 28, epoch: 121/125, loss: 1.1883, acc: 0.8750
(TESTING) task: 28, epoch: 121/125, loss: 1.1668, acc: 0.8958
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(TRAINING) task: 28, epoch: 122/125, loss: 1.1268, acc: 0.9453
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(TESTING) task: 28, epoch: 122/125, loss: 1.2751, acc: 0.7604
(TRAINING) task: 28, epoch: 123/125, loss: 1.1256, acc: 0.9453
(TRAINING) task: 28, epoch: 123/125, loss: 1.1219, acc: 0.9531
(TRAINING) task: 28, epoch: 123/125, loss: 1.1256, acc: 0.9459
(TESTING) task: 28, epoch: 123/125, loss: 1.1254, acc: 0.9375
(TESTING) task: 28, epoch: 123/125, loss: 1.1593, acc: 0.9062
(TESTING) task: 28, epoch: 123/125, loss: 1.1617, acc: 0.8958
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(TESTING) task: 28, epoch: 123/125, loss: 1.1648, acc: 0.9000
(TESTING) task: 28, epoch: 123/125, loss: 1.1679, acc: 0.9167
(TRAINING) task: 28, epoch: 124/125, loss: 1.1223, acc: 0.9648
(TRAINING) task: 28, epoch: 124/125, loss: 1.1250, acc: 0.9473
(TRAINING) task: 28, epoch: 124/125, loss: 1.1227, acc: 0.9473
(TESTING) task: 28, epoch: 124/125, loss: 1.2417, acc: 0.8125
(TESTING) task: 28, epoch: 124/125, loss: 1.1928, acc: 0.9062
(TESTING) task: 28, epoch: 124/125, loss: 1.1686, acc: 0.9167
(TESTING) task: 28, epoch: 124/125, loss: 1.1542, acc: 0.9375
(TESTING) task: 28, epoch: 124/125, loss: 1.1545, acc: 0.9250
(TESTING) task: 28, epoch: 124/125, loss: 1.2724, acc: 0.7708
#params=56069
(TRAINING) task: 29, epoch: 0/125, loss: 1.6061, acc: 0.2070
(TRAINING) task: 29, epoch: 0/125, loss: 1.6073, acc: 0.2012
(TRAINING) task: 29, epoch: 0/125, loss: 1.6051, acc: 0.2152
(TESTING) task: 29, epoch: 0/125, loss: 1.6209, acc: 0.1250
(TESTING) task: 29, epoch: 0/125, loss: 1.6130, acc: 0.1875
(TESTING) task: 29, epoch: 0/125, loss: 1.6141, acc: 0.2292
(TESTING) task: 29, epoch: 0/125, loss: 1.6094, acc: 0.2969
(TESTING) task: 29, epoch: 0/125, loss: 1.6075, acc: 0.3125
(TESTING) task: 29, epoch: 0/125, loss: 1.6106, acc: 0.2604
(TRAINING) task: 29, epoch: 1/125, loss: 1.6033, acc: 0.2344
(TRAINING) task: 29, epoch: 1/125, loss: 1.6034, acc: 0.2344
(TRAINING) task: 29, epoch: 1/125, loss: 1.6036, acc: 0.2327
(TESTING) task: 29, epoch: 1/125, loss: 1.5865, acc: 0.4375
(TESTING) task: 29, epoch: 1/125, loss: 1.5884, acc: 0.4062
(TESTING) task: 29, epoch: 1/125, loss: 1.5937, acc: 0.4167
(TESTING) task: 29, epoch: 1/125, loss: 1.6015, acc: 0.3438
(TESTING) task: 29, epoch: 1/125, loss: 1.6072, acc: 0.3000
(TESTING) task: 29, epoch: 1/125, loss: 1.6056, acc: 0.3333
(TRAINING) task: 29, epoch: 2/125, loss: 1.6009, acc: 0.2578
(TRAINING) task: 29, epoch: 2/125, loss: 1.6022, acc: 0.2480
(TRAINING) task: 29, epoch: 2/125, loss: 1.6017, acc: 0.2418
(TESTING) task: 29, epoch: 2/125, loss: 1.6002, acc: 0.3750
(TESTING) task: 29, epoch: 2/125, loss: 1.6026, acc: 0.3438
(TESTING) task: 29, epoch: 2/125, loss: 1.6039, acc: 0.3333
(TESTING) task: 29, epoch: 2/125, loss: 1.6028, acc: 0.3125
(TESTING) task: 29, epoch: 2/125, loss: 1.6041, acc: 0.3125
(TESTING) task: 29, epoch: 2/125, loss: 1.6165, acc: 0.2604
(TRAINING) task: 29, epoch: 3/125, loss: 1.6041, acc: 0.2305
(TRAINING) task: 29, epoch: 3/125, loss: 1.6008, acc: 0.2637
(TRAINING) task: 29, epoch: 3/125, loss: 1.5999, acc: 0.2645
(TESTING) task: 29, epoch: 3/125, loss: 1.5922, acc: 0.3750
(TESTING) task: 29, epoch: 3/125, loss: 1.6000, acc: 0.3438
(TESTING) task: 29, epoch: 3/125, loss: 1.6026, acc: 0.3333
(TESTING) task: 29, epoch: 3/125, loss: 1.6019, acc: 0.2969
(TESTING) task: 29, epoch: 3/125, loss: 1.6038, acc: 0.3000
(TESTING) task: 29, epoch: 3/125, loss: 1.6120, acc: 0.2500
(TRAINING) task: 29, epoch: 4/125, loss: 1.6028, acc: 0.2422
(TRAINING) task: 29, epoch: 4/125, loss: 1.5988, acc: 0.2734
(TRAINING) task: 29, epoch: 4/125, loss: 1.5981, acc: 0.2725
(TESTING) task: 29, epoch: 4/125, loss: 1.6147, acc: 0.1875
(TESTING) task: 29, epoch: 4/125, loss: 1.6062, acc: 0.3438
(TESTING) task: 29, epoch: 4/125, loss: 1.6010, acc: 0.3542
(TESTING) task: 29, epoch: 4/125, loss: 1.6048, acc: 0.3125
(TESTING) task: 29, epoch: 4/125, loss: 1.6035, acc: 0.3000
(TESTING) task: 29, epoch: 4/125, loss: 1.6042, acc: 0.3333
(TRAINING) task: 29, epoch: 5/125, loss: 1.5971, acc: 0.2539
(TRAINING) task: 29, epoch: 5/125, loss: 1.5958, acc: 0.2871
(TRAINING) task: 29, epoch: 5/125, loss: 1.5962, acc: 0.2831
(TESTING) task: 29, epoch: 5/125, loss: 1.6002, acc: 0.2500
(TESTING) task: 29, epoch: 5/125, loss: 1.6072, acc: 0.2500
(TESTING) task: 29, epoch: 5/125, loss: 1.6069, acc: 0.2708
(TESTING) task: 29, epoch: 5/125, loss: 1.6013, acc: 0.2969
(TESTING) task: 29, epoch: 5/125, loss: 1.6023, acc: 0.2875
(TESTING) task: 29, epoch: 5/125, loss: 1.6033, acc: 0.2396
(TRAINING) task: 29, epoch: 6/125, loss: 1.5984, acc: 0.2656
(TRAINING) task: 29, epoch: 6/125, loss: 1.5952, acc: 0.2969
(TRAINING) task: 29, epoch: 6/125, loss: 1.5942, acc: 0.3004
(TESTING) task: 29, epoch: 6/125, loss: 1.5982, acc: 0.1875
(TESTING) task: 29, epoch: 6/125, loss: 1.6031, acc: 0.2500
(TESTING) task: 29, epoch: 6/125, loss: 1.6079, acc: 0.2083
(TESTING) task: 29, epoch: 6/125, loss: 1.6023, acc: 0.2656
(TESTING) task: 29, epoch: 6/125, loss: 1.6028, acc: 0.2625
(TESTING) task: 29, epoch: 6/125, loss: 1.5915, acc: 0.3854
(TRAINING) task: 29, epoch: 7/125, loss: 1.5921, acc: 0.3125
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(TRAINING) task: 29, epoch: 7/125, loss: 1.5923, acc: 0.3047
(TESTING) task: 29, epoch: 7/125, loss: 1.5928, acc: 0.4375
(TESTING) task: 29, epoch: 7/125, loss: 1.5924, acc: 0.3750
(TESTING) task: 29, epoch: 7/125, loss: 1.5945, acc: 0.3333
(TESTING) task: 29, epoch: 7/125, loss: 1.5968, acc: 0.3125
(TESTING) task: 29, epoch: 7/125, loss: 1.5993, acc: 0.2875
(TESTING) task: 29, epoch: 7/125, loss: 1.6034, acc: 0.2396
(TRAINING) task: 29, epoch: 8/125, loss: 1.5940, acc: 0.3008
(TRAINING) task: 29, epoch: 8/125, loss: 1.5932, acc: 0.3047
(TRAINING) task: 29, epoch: 8/125, loss: 1.5899, acc: 0.3193
(TESTING) task: 29, epoch: 8/125, loss: 1.6104, acc: 0.1875
(TESTING) task: 29, epoch: 8/125, loss: 1.6081, acc: 0.1562
(TESTING) task: 29, epoch: 8/125, loss: 1.6008, acc: 0.2708
(TESTING) task: 29, epoch: 8/125, loss: 1.5998, acc: 0.2656
(TESTING) task: 29, epoch: 8/125, loss: 1.5984, acc: 0.3125
(TESTING) task: 29, epoch: 8/125, loss: 1.5994, acc: 0.2604
(TRAINING) task: 29, epoch: 9/125, loss: 1.5863, acc: 0.3477
(TRAINING) task: 29, epoch: 9/125, loss: 1.5903, acc: 0.3145
(TRAINING) task: 29, epoch: 9/125, loss: 1.5878, acc: 0.3274
(TESTING) task: 29, epoch: 9/125, loss: 1.5971, acc: 0.3750
(TESTING) task: 29, epoch: 9/125, loss: 1.6065, acc: 0.2812
(TESTING) task: 29, epoch: 9/125, loss: 1.6066, acc: 0.2292
(TESTING) task: 29, epoch: 9/125, loss: 1.5981, acc: 0.2969
(TESTING) task: 29, epoch: 9/125, loss: 1.5973, acc: 0.3000
(TESTING) task: 29, epoch: 9/125, loss: 1.5950, acc: 0.3333
(TRAINING) task: 29, epoch: 10/125, loss: 1.5902, acc: 0.3125
(TRAINING) task: 29, epoch: 10/125, loss: 1.5873, acc: 0.3359
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(TESTING) task: 29, epoch: 10/125, loss: 1.6019, acc: 0.3125
(TESTING) task: 29, epoch: 10/125, loss: 1.5938, acc: 0.4062
(TESTING) task: 29, epoch: 10/125, loss: 1.6024, acc: 0.2917
(TESTING) task: 29, epoch: 10/125, loss: 1.5989, acc: 0.3125
(TESTING) task: 29, epoch: 10/125, loss: 1.5955, acc: 0.3375
(TESTING) task: 29, epoch: 10/125, loss: 1.5949, acc: 0.2812
(TRAINING) task: 29, epoch: 11/125, loss: 1.5850, acc: 0.3398
(TRAINING) task: 29, epoch: 11/125, loss: 1.5838, acc: 0.3516
(TRAINING) task: 29, epoch: 11/125, loss: 1.5834, acc: 0.3643
(TESTING) task: 29, epoch: 11/125, loss: 1.5733, acc: 0.3750
(TESTING) task: 29, epoch: 11/125, loss: 1.5915, acc: 0.2500
(TESTING) task: 29, epoch: 11/125, loss: 1.5980, acc: 0.2292
(TESTING) task: 29, epoch: 11/125, loss: 1.5931, acc: 0.3125
(TESTING) task: 29, epoch: 11/125, loss: 1.5949, acc: 0.3125
(TESTING) task: 29, epoch: 11/125, loss: 1.5876, acc: 0.4271
(TRAINING) task: 29, epoch: 12/125, loss: 1.5848, acc: 0.3711
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(TESTING) task: 29, epoch: 12/125, loss: 1.5919, acc: 0.3125
(TESTING) task: 29, epoch: 12/125, loss: 1.5936, acc: 0.2812
(TESTING) task: 29, epoch: 12/125, loss: 1.5936, acc: 0.3333
(TESTING) task: 29, epoch: 12/125, loss: 1.5952, acc: 0.3281
(TESTING) task: 29, epoch: 12/125, loss: 1.5913, acc: 0.3500
(TESTING) task: 29, epoch: 12/125, loss: 1.5973, acc: 0.2917
(TRAINING) task: 29, epoch: 13/125, loss: 1.5758, acc: 0.4180
(TRAINING) task: 29, epoch: 13/125, loss: 1.5768, acc: 0.4023
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(TESTING) task: 29, epoch: 13/125, loss: 1.6028, acc: 0.2500
(TESTING) task: 29, epoch: 13/125, loss: 1.5915, acc: 0.3438
(TESTING) task: 29, epoch: 13/125, loss: 1.5935, acc: 0.3125
(TESTING) task: 29, epoch: 13/125, loss: 1.5930, acc: 0.3281
(TESTING) task: 29, epoch: 13/125, loss: 1.5896, acc: 0.3500
(TESTING) task: 29, epoch: 13/125, loss: 1.5958, acc: 0.2917
(TRAINING) task: 29, epoch: 14/125, loss: 1.5767, acc: 0.3906
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(TESTING) task: 29, epoch: 14/125, loss: 1.6005, acc: 0.1875
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(TESTING) task: 29, epoch: 14/125, loss: 1.5929, acc: 0.2917
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(TESTING) task: 29, epoch: 14/125, loss: 1.5885, acc: 0.3500
(TESTING) task: 29, epoch: 14/125, loss: 1.5903, acc: 0.3750
(TRAINING) task: 29, epoch: 15/125, loss: 1.5715, acc: 0.4258
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(TESTING) task: 29, epoch: 15/125, loss: 1.5844, acc: 0.3125
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(TESTING) task: 29, epoch: 15/125, loss: 1.5893, acc: 0.3750
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(TESTING) task: 29, epoch: 15/125, loss: 1.5860, acc: 0.3854
(TRAINING) task: 29, epoch: 16/125, loss: 1.5700, acc: 0.4297
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(TESTING) task: 29, epoch: 16/125, loss: 1.5893, acc: 0.2500
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(TESTING) task: 29, epoch: 16/125, loss: 1.5875, acc: 0.3542
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(TRAINING) task: 29, epoch: 17/125, loss: 1.5685, acc: 0.4375
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(TESTING) task: 29, epoch: 17/125, loss: 1.5854, acc: 0.5000
(TESTING) task: 29, epoch: 17/125, loss: 1.5837, acc: 0.4062
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(TESTING) task: 29, epoch: 17/125, loss: 1.5872, acc: 0.3229
(TRAINING) task: 29, epoch: 18/125, loss: 1.5608, acc: 0.5078
(TRAINING) task: 29, epoch: 18/125, loss: 1.5653, acc: 0.4746
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(TESTING) task: 29, epoch: 18/125, loss: 1.5705, acc: 0.3750
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(TESTING) task: 29, epoch: 18/125, loss: 1.5754, acc: 0.4062
(TRAINING) task: 29, epoch: 19/125, loss: 1.5630, acc: 0.4531
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(TESTING) task: 29, epoch: 19/125, loss: 1.5715, acc: 0.4167
(TRAINING) task: 29, epoch: 20/125, loss: 1.5628, acc: 0.4414
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(TESTING) task: 29, epoch: 20/125, loss: 1.5957, acc: 0.3125
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(TESTING) task: 29, epoch: 20/125, loss: 1.5781, acc: 0.4125
(TESTING) task: 29, epoch: 20/125, loss: 1.5744, acc: 0.4271
(TRAINING) task: 29, epoch: 21/125, loss: 1.5571, acc: 0.5000
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(TESTING) task: 29, epoch: 21/125, loss: 1.5668, acc: 0.5625
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(TESTING) task: 29, epoch: 21/125, loss: 1.5725, acc: 0.4271
(TRAINING) task: 29, epoch: 22/125, loss: 1.5581, acc: 0.4883
(TRAINING) task: 29, epoch: 22/125, loss: 1.5566, acc: 0.4902
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(TESTING) task: 29, epoch: 22/125, loss: 1.5677, acc: 0.5000
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(TESTING) task: 29, epoch: 22/125, loss: 1.5751, acc: 0.3958
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(TESTING) task: 29, epoch: 22/125, loss: 1.5689, acc: 0.5208
(TRAINING) task: 29, epoch: 23/125, loss: 1.5493, acc: 0.5195
(TRAINING) task: 29, epoch: 23/125, loss: 1.5543, acc: 0.5020
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(TESTING) task: 29, epoch: 23/125, loss: 1.5738, acc: 0.5000
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(TESTING) task: 29, epoch: 23/125, loss: 1.5717, acc: 0.4750
(TESTING) task: 29, epoch: 23/125, loss: 1.5681, acc: 0.4792
(TRAINING) task: 29, epoch: 24/125, loss: 1.5539, acc: 0.5000
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(TRAINING) task: 29, epoch: 25/125, loss: 1.5450, acc: 0.5508
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(TESTING) task: 29, epoch: 117/125, loss: 1.2852, acc: 0.7625
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(TRAINING) task: 29, epoch: 118/125, loss: 1.1942, acc: 0.9141
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(TESTING) task: 29, epoch: 118/125, loss: 1.2905, acc: 0.7500
(TESTING) task: 29, epoch: 118/125, loss: 1.2527, acc: 0.8125
(TESTING) task: 29, epoch: 118/125, loss: 1.2747, acc: 0.7708
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(TRAINING) task: 29, epoch: 119/125, loss: 1.1978, acc: 0.9062
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(TESTING) task: 29, epoch: 119/125, loss: 1.2690, acc: 0.7500
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(TESTING) task: 29, epoch: 119/125, loss: 1.2805, acc: 0.7708
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(TESTING) task: 29, epoch: 119/125, loss: 1.2746, acc: 0.7875
(TESTING) task: 29, epoch: 119/125, loss: 1.3028, acc: 0.7396
(TRAINING) task: 29, epoch: 120/125, loss: 1.1856, acc: 0.9180
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(TRAINING) task: 29, epoch: 120/125, loss: 1.1916, acc: 0.9250
(TESTING) task: 29, epoch: 120/125, loss: 1.3579, acc: 0.6250
(TESTING) task: 29, epoch: 120/125, loss: 1.3067, acc: 0.7188
(TESTING) task: 29, epoch: 120/125, loss: 1.2917, acc: 0.7500
(TESTING) task: 29, epoch: 120/125, loss: 1.2910, acc: 0.7656
(TESTING) task: 29, epoch: 120/125, loss: 1.2737, acc: 0.7875
(TESTING) task: 29, epoch: 120/125, loss: 1.2984, acc: 0.7396
(TRAINING) task: 29, epoch: 121/125, loss: 1.1706, acc: 0.9375
(TRAINING) task: 29, epoch: 121/125, loss: 1.1801, acc: 0.9316
(TRAINING) task: 29, epoch: 121/125, loss: 1.1891, acc: 0.9238
(TESTING) task: 29, epoch: 121/125, loss: 1.2668, acc: 0.7500
(TESTING) task: 29, epoch: 121/125, loss: 1.2901, acc: 0.7500
(TESTING) task: 29, epoch: 121/125, loss: 1.2875, acc: 0.7500
(TESTING) task: 29, epoch: 121/125, loss: 1.2940, acc: 0.7344
(TESTING) task: 29, epoch: 121/125, loss: 1.2773, acc: 0.7750
(TESTING) task: 29, epoch: 121/125, loss: 1.2657, acc: 0.8125
(TRAINING) task: 29, epoch: 122/125, loss: 1.1966, acc: 0.9258
(TRAINING) task: 29, epoch: 122/125, loss: 1.1855, acc: 0.9238
(TRAINING) task: 29, epoch: 122/125, loss: 1.1856, acc: 0.9263
(TESTING) task: 29, epoch: 122/125, loss: 1.3549, acc: 0.6875
(TESTING) task: 29, epoch: 122/125, loss: 1.3047, acc: 0.7500
(TESTING) task: 29, epoch: 122/125, loss: 1.3086, acc: 0.7292
(TESTING) task: 29, epoch: 122/125, loss: 1.3086, acc: 0.7344
(TESTING) task: 29, epoch: 122/125, loss: 1.2795, acc: 0.7750
(TESTING) task: 29, epoch: 122/125, loss: 1.2459, acc: 0.8125
(TRAINING) task: 29, epoch: 123/125, loss: 1.1784, acc: 0.9297
(TRAINING) task: 29, epoch: 123/125, loss: 1.1742, acc: 0.9414
(TRAINING) task: 29, epoch: 123/125, loss: 1.1841, acc: 0.9258
(TESTING) task: 29, epoch: 123/125, loss: 1.2588, acc: 0.7500
(TESTING) task: 29, epoch: 123/125, loss: 1.2619, acc: 0.7500
(TESTING) task: 29, epoch: 123/125, loss: 1.2809, acc: 0.7500
(TESTING) task: 29, epoch: 123/125, loss: 1.2780, acc: 0.7344
(TESTING) task: 29, epoch: 123/125, loss: 1.2746, acc: 0.7750
(TESTING) task: 29, epoch: 123/125, loss: 1.2645, acc: 0.8125
(TRAINING) task: 29, epoch: 124/125, loss: 1.1862, acc: 0.9180
(TRAINING) task: 29, epoch: 124/125, loss: 1.1844, acc: 0.9199
(TRAINING) task: 29, epoch: 124/125, loss: 1.1799, acc: 0.9283
(TESTING) task: 29, epoch: 124/125, loss: 1.3428, acc: 0.7500
(TESTING) task: 29, epoch: 124/125, loss: 1.2511, acc: 0.7812
(TESTING) task: 29, epoch: 124/125, loss: 1.2758, acc: 0.7708
(TESTING) task: 29, epoch: 124/125, loss: 1.2690, acc: 0.7812
(TESTING) task: 29, epoch: 124/125, loss: 1.2717, acc: 0.7875
(TESTING) task: 29, epoch: 124/125, loss: 1.2735, acc: 0.7396
#params=56069
(TRAINING) task: 30, epoch: 0/125, loss: 1.6149, acc: 0.1797
(TRAINING) task: 30, epoch: 0/125, loss: 1.6165, acc: 0.1484
(TRAINING) task: 30, epoch: 0/125, loss: 1.6178, acc: 0.1393
(TESTING) task: 30, epoch: 0/125, loss: 1.6176, acc: 0.0625
(TESTING) task: 30, epoch: 0/125, loss: 1.6223, acc: 0.0625
(TESTING) task: 30, epoch: 0/125, loss: 1.6164, acc: 0.1458
(TESTING) task: 30, epoch: 0/125, loss: 1.6200, acc: 0.1250
(TESTING) task: 30, epoch: 0/125, loss: 1.6201, acc: 0.1000
(TESTING) task: 30, epoch: 0/125, loss: 1.6152, acc: 0.0833
(TRAINING) task: 30, epoch: 1/125, loss: 1.6168, acc: 0.1602
(TRAINING) task: 30, epoch: 1/125, loss: 1.6152, acc: 0.1641
(TRAINING) task: 30, epoch: 1/125, loss: 1.6158, acc: 0.1515
(TESTING) task: 30, epoch: 1/125, loss: 1.6165, acc: 0.1250
(TESTING) task: 30, epoch: 1/125, loss: 1.6213, acc: 0.0938
(TESTING) task: 30, epoch: 1/125, loss: 1.6197, acc: 0.1042
(TESTING) task: 30, epoch: 1/125, loss: 1.6168, acc: 0.1094
(TESTING) task: 30, epoch: 1/125, loss: 1.6185, acc: 0.1000
(TESTING) task: 30, epoch: 1/125, loss: 1.6189, acc: 0.0833
(TRAINING) task: 30, epoch: 2/125, loss: 1.6166, acc: 0.1445
(TRAINING) task: 30, epoch: 2/125, loss: 1.6131, acc: 0.1602
(TRAINING) task: 30, epoch: 2/125, loss: 1.6139, acc: 0.1709
(TESTING) task: 30, epoch: 2/125, loss: 1.6105, acc: 0.1250
(TESTING) task: 30, epoch: 2/125, loss: 1.6156, acc: 0.1250
(TESTING) task: 30, epoch: 2/125, loss: 1.6142, acc: 0.1042
(TESTING) task: 30, epoch: 2/125, loss: 1.6161, acc: 0.1094
(TESTING) task: 30, epoch: 2/125, loss: 1.6170, acc: 0.1125
(TESTING) task: 30, epoch: 2/125, loss: 1.6193, acc: 0.0938
(TRAINING) task: 30, epoch: 3/125, loss: 1.6114, acc: 0.1836
(TRAINING) task: 30, epoch: 3/125, loss: 1.6115, acc: 0.1836
(TRAINING) task: 30, epoch: 3/125, loss: 1.6119, acc: 0.1773
(TESTING) task: 30, epoch: 3/125, loss: 1.6181, acc: 0.0625
(TESTING) task: 30, epoch: 3/125, loss: 1.6176, acc: 0.0625
(TESTING) task: 30, epoch: 3/125, loss: 1.6184, acc: 0.0833
(TESTING) task: 30, epoch: 3/125, loss: 1.6150, acc: 0.1094
(TESTING) task: 30, epoch: 3/125, loss: 1.6154, acc: 0.1250
(TESTING) task: 30, epoch: 3/125, loss: 1.6230, acc: 0.1042
(TRAINING) task: 30, epoch: 4/125, loss: 1.6099, acc: 0.1836
(TRAINING) task: 30, epoch: 4/125, loss: 1.6101, acc: 0.1895
(TRAINING) task: 30, epoch: 4/125, loss: 1.6099, acc: 0.1904
(TESTING) task: 30, epoch: 4/125, loss: 1.6201, acc: 0.0625
(TESTING) task: 30, epoch: 4/125, loss: 1.6248, acc: 0.0625
(TESTING) task: 30, epoch: 4/125, loss: 1.6151, acc: 0.1458
(TESTING) task: 30, epoch: 4/125, loss: 1.6148, acc: 0.1406
(TESTING) task: 30, epoch: 4/125, loss: 1.6145, acc: 0.1250
(TESTING) task: 30, epoch: 4/125, loss: 1.6163, acc: 0.1042
(TRAINING) task: 30, epoch: 5/125, loss: 1.6084, acc: 0.1758
(TRAINING) task: 30, epoch: 5/125, loss: 1.6074, acc: 0.1875
(TRAINING) task: 30, epoch: 5/125, loss: 1.6081, acc: 0.2038
(TESTING) task: 30, epoch: 5/125, loss: 1.6276, acc: 0.0625
(TESTING) task: 30, epoch: 5/125, loss: 1.6166, acc: 0.0938
(TESTING) task: 30, epoch: 5/125, loss: 1.6176, acc: 0.0833
(TESTING) task: 30, epoch: 5/125, loss: 1.6133, acc: 0.1406
(TESTING) task: 30, epoch: 5/125, loss: 1.6130, acc: 0.1250
(TESTING) task: 30, epoch: 5/125, loss: 1.6159, acc: 0.1042
(TRAINING) task: 30, epoch: 6/125, loss: 1.6076, acc: 0.2070
(TRAINING) task: 30, epoch: 6/125, loss: 1.6055, acc: 0.2148
(TRAINING) task: 30, epoch: 6/125, loss: 1.6061, acc: 0.2165
(TESTING) task: 30, epoch: 6/125, loss: 1.6008, acc: 0.2500
(TESTING) task: 30, epoch: 6/125, loss: 1.6065, acc: 0.2188
(TESTING) task: 30, epoch: 6/125, loss: 1.6102, acc: 0.1875
(TESTING) task: 30, epoch: 6/125, loss: 1.6116, acc: 0.1562
(TESTING) task: 30, epoch: 6/125, loss: 1.6116, acc: 0.1500
(TESTING) task: 30, epoch: 6/125, loss: 1.6143, acc: 0.1250
(TRAINING) task: 30, epoch: 7/125, loss: 1.6070, acc: 0.2070
(TRAINING) task: 30, epoch: 7/125, loss: 1.6045, acc: 0.2305
(TRAINING) task: 30, epoch: 7/125, loss: 1.6036, acc: 0.2306
(TESTING) task: 30, epoch: 7/125, loss: 1.6122, acc: 0.1250
(TESTING) task: 30, epoch: 7/125, loss: 1.6072, acc: 0.2188
(TESTING) task: 30, epoch: 7/125, loss: 1.6123, acc: 0.1667
(TESTING) task: 30, epoch: 7/125, loss: 1.6111, acc: 0.1719
(TESTING) task: 30, epoch: 7/125, loss: 1.6101, acc: 0.1500
(TESTING) task: 30, epoch: 7/125, loss: 1.6123, acc: 0.1250
(TRAINING) task: 30, epoch: 8/125, loss: 1.6002, acc: 0.2422
(TRAINING) task: 30, epoch: 8/125, loss: 1.6020, acc: 0.2520
(TRAINING) task: 30, epoch: 8/125, loss: 1.6018, acc: 0.2522
(TESTING) task: 30, epoch: 8/125, loss: 1.6088, acc: 0.1875
(TESTING) task: 30, epoch: 8/125, loss: 1.6059, acc: 0.1875
(TESTING) task: 30, epoch: 8/125, loss: 1.6063, acc: 0.1458
(TESTING) task: 30, epoch: 8/125, loss: 1.6110, acc: 0.1406
(TESTING) task: 30, epoch: 8/125, loss: 1.6096, acc: 0.1500
(TESTING) task: 30, epoch: 8/125, loss: 1.6007, acc: 0.2917
(TRAINING) task: 30, epoch: 9/125, loss: 1.6013, acc: 0.2422
(TRAINING) task: 30, epoch: 9/125, loss: 1.6009, acc: 0.2480
(TRAINING) task: 30, epoch: 9/125, loss: 1.5993, acc: 0.2643
(TESTING) task: 30, epoch: 9/125, loss: 1.6150, acc: 0.1250
(TESTING) task: 30, epoch: 9/125, loss: 1.6115, acc: 0.1250
(TESTING) task: 30, epoch: 9/125, loss: 1.6098, acc: 0.1042
(TESTING) task: 30, epoch: 9/125, loss: 1.6065, acc: 0.1562
(TESTING) task: 30, epoch: 9/125, loss: 1.6072, acc: 0.1625
(TESTING) task: 30, epoch: 9/125, loss: 1.6079, acc: 0.1354
(TRAINING) task: 30, epoch: 10/125, loss: 1.5971, acc: 0.2734
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(TESTING) task: 30, epoch: 10/125, loss: 1.5884, acc: 0.2500
(TESTING) task: 30, epoch: 10/125, loss: 1.6001, acc: 0.2188
(TESTING) task: 30, epoch: 10/125, loss: 1.6017, acc: 0.1875
(TESTING) task: 30, epoch: 10/125, loss: 1.6045, acc: 0.1562
(TESTING) task: 30, epoch: 10/125, loss: 1.6057, acc: 0.1750
(TESTING) task: 30, epoch: 10/125, loss: 1.6054, acc: 0.1458
(TRAINING) task: 30, epoch: 11/125, loss: 1.5966, acc: 0.3164
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(TESTING) task: 30, epoch: 11/125, loss: 1.6022, acc: 0.2500
(TESTING) task: 30, epoch: 11/125, loss: 1.6013, acc: 0.2500
(TESTING) task: 30, epoch: 11/125, loss: 1.6003, acc: 0.2292
(TESTING) task: 30, epoch: 11/125, loss: 1.6009, acc: 0.2031
(TESTING) task: 30, epoch: 11/125, loss: 1.6031, acc: 0.1875
(TESTING) task: 30, epoch: 11/125, loss: 1.6124, acc: 0.1562
(TRAINING) task: 30, epoch: 12/125, loss: 1.5909, acc: 0.3398
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(TESTING) task: 30, epoch: 12/125, loss: 1.5979, acc: 0.2500
(TESTING) task: 30, epoch: 12/125, loss: 1.6043, acc: 0.1562
(TESTING) task: 30, epoch: 12/125, loss: 1.6051, acc: 0.1458
(TESTING) task: 30, epoch: 12/125, loss: 1.6043, acc: 0.1562
(TESTING) task: 30, epoch: 12/125, loss: 1.6028, acc: 0.1875
(TESTING) task: 30, epoch: 12/125, loss: 1.5961, acc: 0.3229
(TRAINING) task: 30, epoch: 13/125, loss: 1.5917, acc: 0.3242
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(TESTING) task: 30, epoch: 13/125, loss: 1.5855, acc: 0.3125
(TESTING) task: 30, epoch: 13/125, loss: 1.5915, acc: 0.2812
(TESTING) task: 30, epoch: 13/125, loss: 1.5943, acc: 0.2500
(TESTING) task: 30, epoch: 13/125, loss: 1.5959, acc: 0.2188
(TESTING) task: 30, epoch: 13/125, loss: 1.5998, acc: 0.2000
(TESTING) task: 30, epoch: 13/125, loss: 1.6087, acc: 0.1667
(TRAINING) task: 30, epoch: 14/125, loss: 1.5924, acc: 0.3164
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(TESTING) task: 30, epoch: 14/125, loss: 1.6061, acc: 0.1875
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(TESTING) task: 30, epoch: 14/125, loss: 1.5985, acc: 0.2500
(TESTING) task: 30, epoch: 14/125, loss: 1.5970, acc: 0.2656
(TESTING) task: 30, epoch: 14/125, loss: 1.5995, acc: 0.2375
(TESTING) task: 30, epoch: 14/125, loss: 1.5914, acc: 0.3646
(TRAINING) task: 30, epoch: 15/125, loss: 1.5883, acc: 0.3789
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(TESTING) task: 30, epoch: 15/125, loss: 1.5994, acc: 0.1875
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(TESTING) task: 30, epoch: 15/125, loss: 1.6007, acc: 0.1875
(TESTING) task: 30, epoch: 15/125, loss: 1.5961, acc: 0.2500
(TESTING) task: 30, epoch: 15/125, loss: 1.5966, acc: 0.2625
(TESTING) task: 30, epoch: 15/125, loss: 1.6015, acc: 0.2188
(TRAINING) task: 30, epoch: 16/125, loss: 1.5850, acc: 0.3867
(TRAINING) task: 30, epoch: 16/125, loss: 1.5832, acc: 0.4023
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(TESTING) task: 30, epoch: 16/125, loss: 1.5978, acc: 0.1875
(TESTING) task: 30, epoch: 16/125, loss: 1.5954, acc: 0.2188
(TESTING) task: 30, epoch: 16/125, loss: 1.5908, acc: 0.3125
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(TESTING) task: 30, epoch: 16/125, loss: 1.5950, acc: 0.2750
(TESTING) task: 30, epoch: 16/125, loss: 1.5981, acc: 0.2292
(TRAINING) task: 30, epoch: 17/125, loss: 1.5836, acc: 0.4180
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(TESTING) task: 30, epoch: 17/125, loss: 1.6032, acc: 0.2083
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(TESTING) task: 30, epoch: 17/125, loss: 1.5932, acc: 0.3000
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(TRAINING) task: 30, epoch: 18/125, loss: 1.5820, acc: 0.4219
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(TESTING) task: 30, epoch: 18/125, loss: 1.5916, acc: 0.2875
(TESTING) task: 30, epoch: 18/125, loss: 1.5906, acc: 0.2396
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(TESTING) task: 30, epoch: 19/125, loss: 1.5825, acc: 0.5000
(TESTING) task: 30, epoch: 19/125, loss: 1.5808, acc: 0.4375
(TESTING) task: 30, epoch: 19/125, loss: 1.5873, acc: 0.3958
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(TESTING) task: 30, epoch: 19/125, loss: 1.5897, acc: 0.3125
(TESTING) task: 30, epoch: 19/125, loss: 1.5886, acc: 0.2604
(TRAINING) task: 30, epoch: 20/125, loss: 1.5743, acc: 0.4570
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(TESTING) task: 30, epoch: 20/125, loss: 1.5986, acc: 0.2812
(TESTING) task: 30, epoch: 20/125, loss: 1.5936, acc: 0.3542
(TESTING) task: 30, epoch: 20/125, loss: 1.5911, acc: 0.3281
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(TRAINING) task: 30, epoch: 21/125, loss: 1.5625, acc: 0.5938
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(TESTING) task: 30, epoch: 21/125, loss: 1.5869, acc: 0.4375
(TESTING) task: 30, epoch: 21/125, loss: 1.5925, acc: 0.4062
(TESTING) task: 30, epoch: 21/125, loss: 1.5929, acc: 0.3542
(TESTING) task: 30, epoch: 21/125, loss: 1.5883, acc: 0.3594
(TESTING) task: 30, epoch: 21/125, loss: 1.5869, acc: 0.3500
(TESTING) task: 30, epoch: 21/125, loss: 1.5686, acc: 0.4583
(TRAINING) task: 30, epoch: 22/125, loss: 1.5682, acc: 0.5078
(TRAINING) task: 30, epoch: 22/125, loss: 1.5676, acc: 0.5254
(TRAINING) task: 30, epoch: 22/125, loss: 1.5661, acc: 0.5426
(TESTING) task: 30, epoch: 22/125, loss: 1.5681, acc: 0.5000
(TESTING) task: 30, epoch: 22/125, loss: 1.5801, acc: 0.4062
(TESTING) task: 30, epoch: 22/125, loss: 1.5838, acc: 0.3958
(TESTING) task: 30, epoch: 22/125, loss: 1.5879, acc: 0.3438
(TESTING) task: 30, epoch: 22/125, loss: 1.5835, acc: 0.3750
(TESTING) task: 30, epoch: 22/125, loss: 1.5831, acc: 0.3125
(TRAINING) task: 30, epoch: 23/125, loss: 1.5633, acc: 0.5273
(TRAINING) task: 30, epoch: 23/125, loss: 1.5656, acc: 0.5254
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(TESTING) task: 30, epoch: 23/125, loss: 1.5921, acc: 0.3125
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(TESTING) task: 30, epoch: 23/125, loss: 1.5826, acc: 0.3958
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(TRAINING) task: 30, epoch: 34/125, loss: 1.5255, acc: 0.7266
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(TESTING) task: 30, epoch: 40/125, loss: 1.5397, acc: 0.5208
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(TRAINING) task: 30, epoch: 117/125, loss: 1.1600, acc: 0.9219
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(TESTING) task: 30, epoch: 120/125, loss: 1.1623, acc: 0.8958
(TRAINING) task: 30, epoch: 121/125, loss: 1.1484, acc: 0.9219
(TRAINING) task: 30, epoch: 121/125, loss: 1.1523, acc: 0.9199
(TRAINING) task: 30, epoch: 121/125, loss: 1.1506, acc: 0.9210
(TESTING) task: 30, epoch: 121/125, loss: 1.1744, acc: 0.8750
(TESTING) task: 30, epoch: 121/125, loss: 1.2185, acc: 0.8438
(TESTING) task: 30, epoch: 121/125, loss: 1.2141, acc: 0.8542
(TESTING) task: 30, epoch: 121/125, loss: 1.1986, acc: 0.8594
(TESTING) task: 30, epoch: 121/125, loss: 1.2007, acc: 0.8750
(TESTING) task: 30, epoch: 121/125, loss: 1.1678, acc: 0.8958
(TRAINING) task: 30, epoch: 122/125, loss: 1.1454, acc: 0.9141
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(TESTING) task: 30, epoch: 122/125, loss: 1.2557, acc: 0.8125
(TESTING) task: 30, epoch: 122/125, loss: 1.2162, acc: 0.8750
(TESTING) task: 30, epoch: 122/125, loss: 1.2171, acc: 0.8750
(TESTING) task: 30, epoch: 122/125, loss: 1.1948, acc: 0.8750
(TESTING) task: 30, epoch: 122/125, loss: 1.1951, acc: 0.8750
(TESTING) task: 30, epoch: 122/125, loss: 1.2159, acc: 0.8958
(TRAINING) task: 30, epoch: 123/125, loss: 1.1540, acc: 0.9141
(TRAINING) task: 30, epoch: 123/125, loss: 1.1481, acc: 0.9180
(TRAINING) task: 30, epoch: 123/125, loss: 1.1461, acc: 0.9215
(TESTING) task: 30, epoch: 123/125, loss: 1.2755, acc: 0.6875
(TESTING) task: 30, epoch: 123/125, loss: 1.2446, acc: 0.7812
(TESTING) task: 30, epoch: 123/125, loss: 1.2115, acc: 0.8542
(TESTING) task: 30, epoch: 123/125, loss: 1.2139, acc: 0.8438
(TESTING) task: 30, epoch: 123/125, loss: 1.1952, acc: 0.8750
(TESTING) task: 30, epoch: 123/125, loss: 1.1832, acc: 0.8958
(TRAINING) task: 30, epoch: 124/125, loss: 1.1325, acc: 0.9219
(TRAINING) task: 30, epoch: 124/125, loss: 1.1394, acc: 0.9258
(TRAINING) task: 30, epoch: 124/125, loss: 1.1457, acc: 0.9194
(TESTING) task: 30, epoch: 124/125, loss: 1.2297, acc: 0.8125
(TESTING) task: 30, epoch: 124/125, loss: 1.1961, acc: 0.8750
(TESTING) task: 30, epoch: 124/125, loss: 1.1976, acc: 0.8750
(TESTING) task: 30, epoch: 124/125, loss: 1.2097, acc: 0.8594
(TESTING) task: 30, epoch: 124/125, loss: 1.1943, acc: 0.8750
(TESTING) task: 30, epoch: 124/125, loss: 1.1733, acc: 0.8958
#params=56069
(TRAINING) task: 31, epoch: 0/125, loss: 1.6046, acc: 0.1758
(TRAINING) task: 31, epoch: 0/125, loss: 1.6032, acc: 0.2031
(TRAINING) task: 31, epoch: 0/125, loss: 1.6032, acc: 0.2015
(TESTING) task: 31, epoch: 0/125, loss: 1.6007, acc: 0.2500
(TESTING) task: 31, epoch: 0/125, loss: 1.5956, acc: 0.2812
(TESTING) task: 31, epoch: 0/125, loss: 1.6037, acc: 0.2292
(TESTING) task: 31, epoch: 0/125, loss: 1.6019, acc: 0.2344
(TESTING) task: 31, epoch: 0/125, loss: 1.6024, acc: 0.2500
(TESTING) task: 31, epoch: 0/125, loss: 1.6040, acc: 0.2361
(TRAINING) task: 31, epoch: 1/125, loss: 1.5989, acc: 0.2461
(TRAINING) task: 31, epoch: 1/125, loss: 1.6002, acc: 0.2305
(TRAINING) task: 31, epoch: 1/125, loss: 1.6013, acc: 0.2212
(TESTING) task: 31, epoch: 1/125, loss: 1.6173, acc: 0.1250
(TESTING) task: 31, epoch: 1/125, loss: 1.6155, acc: 0.0938
(TESTING) task: 31, epoch: 1/125, loss: 1.6060, acc: 0.1667
(TESTING) task: 31, epoch: 1/125, loss: 1.6053, acc: 0.2031
(TESTING) task: 31, epoch: 1/125, loss: 1.6008, acc: 0.2625
(TESTING) task: 31, epoch: 1/125, loss: 1.6031, acc: 0.2743
(TRAINING) task: 31, epoch: 2/125, loss: 1.5981, acc: 0.2383
(TRAINING) task: 31, epoch: 2/125, loss: 1.5990, acc: 0.2441
(TRAINING) task: 31, epoch: 2/125, loss: 1.5991, acc: 0.2429
(TESTING) task: 31, epoch: 2/125, loss: 1.5983, acc: 0.2500
(TESTING) task: 31, epoch: 2/125, loss: 1.6062, acc: 0.1875
(TESTING) task: 31, epoch: 2/125, loss: 1.6062, acc: 0.2083
(TESTING) task: 31, epoch: 2/125, loss: 1.6038, acc: 0.2656
(TESTING) task: 31, epoch: 2/125, loss: 1.6003, acc: 0.2750
(TESTING) task: 31, epoch: 2/125, loss: 1.6009, acc: 0.2569
(TRAINING) task: 31, epoch: 3/125, loss: 1.5977, acc: 0.2695
(TRAINING) task: 31, epoch: 3/125, loss: 1.5977, acc: 0.2598
(TRAINING) task: 31, epoch: 3/125, loss: 1.5971, acc: 0.2674
(TESTING) task: 31, epoch: 3/125, loss: 1.6039, acc: 0.3125
(TESTING) task: 31, epoch: 3/125, loss: 1.6031, acc: 0.2500
(TESTING) task: 31, epoch: 3/125, loss: 1.6045, acc: 0.2917
(TESTING) task: 31, epoch: 3/125, loss: 1.6009, acc: 0.2969
(TESTING) task: 31, epoch: 3/125, loss: 1.5991, acc: 0.3000
(TESTING) task: 31, epoch: 3/125, loss: 1.5988, acc: 0.2778
(TRAINING) task: 31, epoch: 4/125, loss: 1.5961, acc: 0.2773
(TRAINING) task: 31, epoch: 4/125, loss: 1.5953, acc: 0.2754
(TRAINING) task: 31, epoch: 4/125, loss: 1.5951, acc: 0.2849
(TESTING) task: 31, epoch: 4/125, loss: 1.6152, acc: 0.0625
(TESTING) task: 31, epoch: 4/125, loss: 1.5994, acc: 0.2500
(TESTING) task: 31, epoch: 4/125, loss: 1.5997, acc: 0.2500
(TESTING) task: 31, epoch: 4/125, loss: 1.5984, acc: 0.2969
(TESTING) task: 31, epoch: 4/125, loss: 1.5989, acc: 0.2750
(TESTING) task: 31, epoch: 4/125, loss: 1.5956, acc: 0.3125
(TRAINING) task: 31, epoch: 5/125, loss: 1.5948, acc: 0.2812
(TRAINING) task: 31, epoch: 5/125, loss: 1.5941, acc: 0.2969
(TRAINING) task: 31, epoch: 5/125, loss: 1.5928, acc: 0.3104
(TESTING) task: 31, epoch: 5/125, loss: 1.5993, acc: 0.3125
(TESTING) task: 31, epoch: 5/125, loss: 1.5982, acc: 0.3125
(TESTING) task: 31, epoch: 5/125, loss: 1.5974, acc: 0.3542
(TESTING) task: 31, epoch: 5/125, loss: 1.5966, acc: 0.3594
(TESTING) task: 31, epoch: 5/125, loss: 1.5962, acc: 0.3250
(TESTING) task: 31, epoch: 5/125, loss: 1.5960, acc: 0.3264
(TRAINING) task: 31, epoch: 6/125, loss: 1.5924, acc: 0.2891
(TRAINING) task: 31, epoch: 6/125, loss: 1.5902, acc: 0.3105
(TRAINING) task: 31, epoch: 6/125, loss: 1.5906, acc: 0.3294
(TESTING) task: 31, epoch: 6/125, loss: 1.5877, acc: 0.3125
(TESTING) task: 31, epoch: 6/125, loss: 1.5939, acc: 0.3438
(TESTING) task: 31, epoch: 6/125, loss: 1.5903, acc: 0.3750
(TESTING) task: 31, epoch: 6/125, loss: 1.5928, acc: 0.3750
(TESTING) task: 31, epoch: 6/125, loss: 1.5952, acc: 0.3250
(TESTING) task: 31, epoch: 6/125, loss: 1.5935, acc: 0.2986
(TRAINING) task: 31, epoch: 7/125, loss: 1.5859, acc: 0.3633
(TRAINING) task: 31, epoch: 7/125, loss: 1.5877, acc: 0.3418
(TRAINING) task: 31, epoch: 7/125, loss: 1.5883, acc: 0.3446
(TESTING) task: 31, epoch: 7/125, loss: 1.6032, acc: 0.3125
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(TESTING) task: 31, epoch: 7/125, loss: 1.6000, acc: 0.2500
(TESTING) task: 31, epoch: 7/125, loss: 1.5994, acc: 0.2656
(TESTING) task: 31, epoch: 7/125, loss: 1.5948, acc: 0.3250
(TESTING) task: 31, epoch: 7/125, loss: 1.5904, acc: 0.3264
(TRAINING) task: 31, epoch: 8/125, loss: 1.5868, acc: 0.3906
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(TESTING) task: 31, epoch: 8/125, loss: 1.5931, acc: 0.3250
(TESTING) task: 31, epoch: 8/125, loss: 1.5883, acc: 0.3819
(TRAINING) task: 31, epoch: 9/125, loss: 1.5827, acc: 0.3828
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(TESTING) task: 31, epoch: 9/125, loss: 1.5942, acc: 0.3750
(TESTING) task: 31, epoch: 9/125, loss: 1.5883, acc: 0.4375
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(TRAINING) task: 31, epoch: 10/125, loss: 1.5798, acc: 0.4297
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(TESTING) task: 31, epoch: 10/125, loss: 1.5859, acc: 0.4375
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(TRAINING) task: 31, epoch: 11/125, loss: 1.5771, acc: 0.4648
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(TRAINING) task: 31, epoch: 12/125, loss: 1.5788, acc: 0.4375
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(TESTING) task: 31, epoch: 12/125, loss: 1.5813, acc: 0.5000
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(TRAINING) task: 31, epoch: 13/125, loss: 1.5734, acc: 0.4844
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(TRAINING) task: 31, epoch: 14/125, loss: 1.5736, acc: 0.4688
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(TRAINING) task: 31, epoch: 15/125, loss: 1.5717, acc: 0.4531
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(TRAINING) task: 31, epoch: 16/125, loss: 1.5650, acc: 0.5039
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(TRAINING) task: 31, epoch: 17/125, loss: 1.5596, acc: 0.5352
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(TRAINING) task: 31, epoch: 18/125, loss: 1.5622, acc: 0.5469
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(TRAINING) task: 31, epoch: 19/125, loss: 1.5530, acc: 0.5820
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(TRAINING) task: 31, epoch: 20/125, loss: 1.5473, acc: 0.5781
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(TRAINING) task: 31, epoch: 21/125, loss: 1.5441, acc: 0.6055
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(TESTING) task: 31, epoch: 21/125, loss: 1.5687, acc: 0.4375
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(TRAINING) task: 31, epoch: 22/125, loss: 1.5425, acc: 0.6133
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(TRAINING) task: 31, epoch: 23/125, loss: 1.5445, acc: 0.5742
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(TRAINING) task: 31, epoch: 24/125, loss: 1.5316, acc: 0.6406
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(TRAINING) task: 31, epoch: 25/125, loss: 1.5265, acc: 0.6289
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(TRAINING) task: 31, epoch: 29/125, loss: 1.5113, acc: 0.6602
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(TRAINING) task: 31, epoch: 31/125, loss: 1.4980, acc: 0.6719
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(TRAINING) task: 31, epoch: 32/125, loss: 1.5057, acc: 0.6328
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(TRAINING) task: 31, epoch: 33/125, loss: 1.4915, acc: 0.6758
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(TRAINING) task: 31, epoch: 34/125, loss: 1.4924, acc: 0.6953
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(TRAINING) task: 31, epoch: 36/125, loss: 1.4831, acc: 0.7031
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(TRAINING) task: 31, epoch: 37/125, loss: 1.4680, acc: 0.7305
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(TESTING) task: 31, epoch: 37/125, loss: 1.4852, acc: 0.6250
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(TESTING) task: 31, epoch: 37/125, loss: 1.4971, acc: 0.6458
(TESTING) task: 31, epoch: 37/125, loss: 1.4971, acc: 0.6406
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(TRAINING) task: 31, epoch: 38/125, loss: 1.4713, acc: 0.7109
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(TESTING) task: 31, epoch: 38/125, loss: 1.5010, acc: 0.6875
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(TESTING) task: 31, epoch: 38/125, loss: 1.4925, acc: 0.6667
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(TRAINING) task: 31, epoch: 39/125, loss: 1.4578, acc: 0.7031
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(TRAINING) task: 31, epoch: 40/125, loss: 1.4549, acc: 0.7188
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(TESTING) task: 31, epoch: 40/125, loss: 1.5117, acc: 0.4375
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(TRAINING) task: 31, epoch: 42/125, loss: 1.4458, acc: 0.7109
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(TRAINING) task: 31, epoch: 44/125, loss: 1.4271, acc: 0.7617
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(TRAINING) task: 31, epoch: 45/125, loss: 1.4177, acc: 0.7656
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(TRAINING) task: 31, epoch: 50/125, loss: 1.4103, acc: 0.7422
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(TRAINING) task: 31, epoch: 51/125, loss: 1.3943, acc: 0.7773
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(TRAINING) task: 31, epoch: 52/125, loss: 1.3816, acc: 0.7617
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(TRAINING) task: 31, epoch: 69/125, loss: 1.2934, acc: 0.8516
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(TESTING) task: 31, epoch: 124/125, loss: 1.2144, acc: 0.9201
#params=56069
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#params=56069
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(TRAINING) task: 33, epoch: 3/125, loss: 1.6070, acc: 0.1875
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(TRAINING) task: 33, epoch: 4/125, loss: 1.6081, acc: 0.2031
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(TRAINING) task: 33, epoch: 5/125, loss: 1.6037, acc: 0.2031
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(TRAINING) task: 33, epoch: 6/125, loss: 1.6046, acc: 0.2344
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(TRAINING) task: 33, epoch: 10/125, loss: 1.5966, acc: 0.2812
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(TRAINING) task: 33, epoch: 11/125, loss: 1.5940, acc: 0.3203
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(TRAINING) task: 33, epoch: 12/125, loss: 1.5933, acc: 0.3438
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(TRAINING) task: 33, epoch: 15/125, loss: 1.5890, acc: 0.3984
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(TRAINING) task: 33, epoch: 18/125, loss: 1.5760, acc: 0.4648
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(TRAINING) task: 33, epoch: 19/125, loss: 1.5736, acc: 0.4844
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(TRAINING) task: 33, epoch: 20/125, loss: 1.5756, acc: 0.4648
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(TRAINING) task: 33, epoch: 21/125, loss: 1.5698, acc: 0.4805
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(TRAINING) task: 33, epoch: 22/125, loss: 1.5671, acc: 0.5234
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(TRAINING) task: 33, epoch: 23/125, loss: 1.5673, acc: 0.4922
(TRAINING) task: 33, epoch: 23/125, loss: 1.5650, acc: 0.5215
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(TRAINING) task: 33, epoch: 24/125, loss: 1.5635, acc: 0.5234
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(TRAINING) task: 33, epoch: 25/125, loss: 1.5646, acc: 0.5234
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(TRAINING) task: 33, epoch: 26/125, loss: 1.5531, acc: 0.6094
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(TRAINING) task: 33, epoch: 27/125, loss: 1.5545, acc: 0.5742
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(TRAINING) task: 33, epoch: 28/125, loss: 1.5502, acc: 0.6367
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(TESTING) task: 33, epoch: 28/125, loss: 1.5425, acc: 0.6250
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(TRAINING) task: 33, epoch: 40/125, loss: 1.5087, acc: 0.7578
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(TRAINING) task: 33, epoch: 120/125, loss: 1.2152, acc: 0.8906
(TRAINING) task: 33, epoch: 120/125, loss: 1.2271, acc: 0.8828
(TRAINING) task: 33, epoch: 120/125, loss: 1.2576, acc: 0.8719
(TESTING) task: 33, epoch: 120/125, loss: 1.3146, acc: 0.8125
(TESTING) task: 33, epoch: 120/125, loss: 1.3017, acc: 0.8750
(TESTING) task: 33, epoch: 120/125, loss: 1.3418, acc: 0.7917
(TESTING) task: 33, epoch: 120/125, loss: 1.3121, acc: 0.8245
(TRAINING) task: 33, epoch: 121/125, loss: 1.2276, acc: 0.8828
(TRAINING) task: 33, epoch: 121/125, loss: 1.2287, acc: 0.8828
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(TESTING) task: 33, epoch: 121/125, loss: 1.3750, acc: 0.6875
(TESTING) task: 33, epoch: 121/125, loss: 1.3118, acc: 0.8125
(TESTING) task: 33, epoch: 121/125, loss: 1.3142, acc: 0.8125
(TESTING) task: 33, epoch: 121/125, loss: 1.3147, acc: 0.8209
(TRAINING) task: 33, epoch: 122/125, loss: 1.2353, acc: 0.8516
(TRAINING) task: 33, epoch: 122/125, loss: 1.2269, acc: 0.8828
(TRAINING) task: 33, epoch: 122/125, loss: 1.2227, acc: 0.8885
(TESTING) task: 33, epoch: 122/125, loss: 1.3445, acc: 0.7500
(TESTING) task: 33, epoch: 122/125, loss: 1.3272, acc: 0.7812
(TESTING) task: 33, epoch: 122/125, loss: 1.3185, acc: 0.8125
(TESTING) task: 33, epoch: 122/125, loss: 1.3125, acc: 0.8209
(TRAINING) task: 33, epoch: 123/125, loss: 1.2241, acc: 0.8828
(TRAINING) task: 33, epoch: 123/125, loss: 1.2229, acc: 0.8867
(TRAINING) task: 33, epoch: 123/125, loss: 1.2358, acc: 0.8745
(TESTING) task: 33, epoch: 123/125, loss: 1.3587, acc: 0.8125
(TESTING) task: 33, epoch: 123/125, loss: 1.2947, acc: 0.8438
(TESTING) task: 33, epoch: 123/125, loss: 1.3118, acc: 0.8125
(TESTING) task: 33, epoch: 123/125, loss: 1.3118, acc: 0.8209
(TRAINING) task: 33, epoch: 124/125, loss: 1.2220, acc: 0.8789
(TRAINING) task: 33, epoch: 124/125, loss: 1.2235, acc: 0.8887
(TRAINING) task: 33, epoch: 124/125, loss: 1.2126, acc: 0.8924
(TESTING) task: 33, epoch: 124/125, loss: 1.2738, acc: 0.8750
(TESTING) task: 33, epoch: 124/125, loss: 1.3139, acc: 0.8438
(TESTING) task: 33, epoch: 124/125, loss: 1.3117, acc: 0.8333
(TESTING) task: 33, epoch: 124/125, loss: 1.3101, acc: 0.8173
#params=56069
(TRAINING) task: 34, epoch: 0/125, loss: 1.6133, acc: 0.1719
(TRAINING) task: 34, epoch: 0/125, loss: 1.6133, acc: 0.1451
(TESTING) task: 34, epoch: 0/125, loss: 1.6127, acc: 0.2500
(TESTING) task: 34, epoch: 0/125, loss: 1.6136, acc: 0.2188
(TESTING) task: 34, epoch: 0/125, loss: 1.6074, acc: 0.2347
(TRAINING) task: 34, epoch: 1/125, loss: 1.6091, acc: 0.1719
(TRAINING) task: 34, epoch: 1/125, loss: 1.6129, acc: 0.1649
(TESTING) task: 34, epoch: 1/125, loss: 1.6167, acc: 0.1250
(TESTING) task: 34, epoch: 1/125, loss: 1.6086, acc: 0.2188
(TESTING) task: 34, epoch: 1/125, loss: 1.6067, acc: 0.2792
(TRAINING) task: 34, epoch: 2/125, loss: 1.6103, acc: 0.1836
(TRAINING) task: 34, epoch: 2/125, loss: 1.6107, acc: 0.1839
(TESTING) task: 34, epoch: 2/125, loss: 1.5973, acc: 0.3750
(TESTING) task: 34, epoch: 2/125, loss: 1.6095, acc: 0.2812
(TESTING) task: 34, epoch: 2/125, loss: 1.6056, acc: 0.2764
(TRAINING) task: 34, epoch: 3/125, loss: 1.6084, acc: 0.2227
(TRAINING) task: 34, epoch: 3/125, loss: 1.6095, acc: 0.1903
(TESTING) task: 34, epoch: 3/125, loss: 1.6086, acc: 0.3125
(TESTING) task: 34, epoch: 3/125, loss: 1.5999, acc: 0.3438
(TESTING) task: 34, epoch: 3/125, loss: 1.6049, acc: 0.2736
(TRAINING) task: 34, epoch: 4/125, loss: 1.6091, acc: 0.2031
(TRAINING) task: 34, epoch: 4/125, loss: 1.6075, acc: 0.2035
(TESTING) task: 34, epoch: 4/125, loss: 1.6019, acc: 0.3750
(TESTING) task: 34, epoch: 4/125, loss: 1.6091, acc: 0.3125
(TESTING) task: 34, epoch: 4/125, loss: 1.6035, acc: 0.2972
(TRAINING) task: 34, epoch: 5/125, loss: 1.6068, acc: 0.1914
(TRAINING) task: 34, epoch: 5/125, loss: 1.6063, acc: 0.2339
(TESTING) task: 34, epoch: 5/125, loss: 1.5998, acc: 0.3125
(TESTING) task: 34, epoch: 5/125, loss: 1.6092, acc: 0.2500
(TESTING) task: 34, epoch: 5/125, loss: 1.6026, acc: 0.3222
(TRAINING) task: 34, epoch: 6/125, loss: 1.6044, acc: 0.2578
(TRAINING) task: 34, epoch: 6/125, loss: 1.6053, acc: 0.2243
(TESTING) task: 34, epoch: 6/125, loss: 1.5999, acc: 0.3125
(TESTING) task: 34, epoch: 6/125, loss: 1.5965, acc: 0.4062
(TESTING) task: 34, epoch: 6/125, loss: 1.6021, acc: 0.3375
(TRAINING) task: 34, epoch: 7/125, loss: 1.6018, acc: 0.2500
(TRAINING) task: 34, epoch: 7/125, loss: 1.6042, acc: 0.2368
(TESTING) task: 34, epoch: 7/125, loss: 1.5894, acc: 0.3750
(TESTING) task: 34, epoch: 7/125, loss: 1.5988, acc: 0.3125
(TESTING) task: 34, epoch: 7/125, loss: 1.6009, acc: 0.3417
(TRAINING) task: 34, epoch: 8/125, loss: 1.6005, acc: 0.2656
(TRAINING) task: 34, epoch: 8/125, loss: 1.6027, acc: 0.2479
(TESTING) task: 34, epoch: 8/125, loss: 1.6102, acc: 0.3125
(TESTING) task: 34, epoch: 8/125, loss: 1.5996, acc: 0.4062
(TESTING) task: 34, epoch: 8/125, loss: 1.5999, acc: 0.3819
(TRAINING) task: 34, epoch: 9/125, loss: 1.6018, acc: 0.2578
(TRAINING) task: 34, epoch: 9/125, loss: 1.6002, acc: 0.2671
(TESTING) task: 34, epoch: 9/125, loss: 1.6199, acc: 0.1250
(TESTING) task: 34, epoch: 9/125, loss: 1.6028, acc: 0.3438
(TESTING) task: 34, epoch: 9/125, loss: 1.5989, acc: 0.3847
(TRAINING) task: 34, epoch: 10/125, loss: 1.5978, acc: 0.2578
(TRAINING) task: 34, epoch: 10/125, loss: 1.5996, acc: 0.2802
(TESTING) task: 34, epoch: 10/125, loss: 1.6073, acc: 0.1875
(TESTING) task: 34, epoch: 10/125, loss: 1.6036, acc: 0.3438
(TESTING) task: 34, epoch: 10/125, loss: 1.5977, acc: 0.3847
(TRAINING) task: 34, epoch: 11/125, loss: 1.5972, acc: 0.2891
(TRAINING) task: 34, epoch: 11/125, loss: 1.5977, acc: 0.2893
(TESTING) task: 34, epoch: 11/125, loss: 1.6044, acc: 0.3125
(TESTING) task: 34, epoch: 11/125, loss: 1.5962, acc: 0.3750
(TESTING) task: 34, epoch: 11/125, loss: 1.5969, acc: 0.3833
(TRAINING) task: 34, epoch: 12/125, loss: 1.5957, acc: 0.3164
(TRAINING) task: 34, epoch: 12/125, loss: 1.5963, acc: 0.3062
(TESTING) task: 34, epoch: 12/125, loss: 1.5959, acc: 0.5000
(TESTING) task: 34, epoch: 12/125, loss: 1.6005, acc: 0.3438
(TESTING) task: 34, epoch: 12/125, loss: 1.5956, acc: 0.3847
(TRAINING) task: 34, epoch: 13/125, loss: 1.5955, acc: 0.3164
(TRAINING) task: 34, epoch: 13/125, loss: 1.5943, acc: 0.3260
(TESTING) task: 34, epoch: 13/125, loss: 1.5998, acc: 0.3125
(TESTING) task: 34, epoch: 13/125, loss: 1.5983, acc: 0.3750
(TESTING) task: 34, epoch: 13/125, loss: 1.5945, acc: 0.3833
(TRAINING) task: 34, epoch: 14/125, loss: 1.5909, acc: 0.3672
(TRAINING) task: 34, epoch: 14/125, loss: 1.5936, acc: 0.3415
(TESTING) task: 34, epoch: 14/125, loss: 1.5937, acc: 0.4375
(TESTING) task: 34, epoch: 14/125, loss: 1.5871, acc: 0.4688
(TESTING) task: 34, epoch: 14/125, loss: 1.5939, acc: 0.4014
(TRAINING) task: 34, epoch: 15/125, loss: 1.5913, acc: 0.3477
(TRAINING) task: 34, epoch: 15/125, loss: 1.5910, acc: 0.3580
(TESTING) task: 34, epoch: 15/125, loss: 1.5987, acc: 0.4375
(TESTING) task: 34, epoch: 15/125, loss: 1.5916, acc: 0.4375
(TESTING) task: 34, epoch: 15/125, loss: 1.5924, acc: 0.4028
(TRAINING) task: 34, epoch: 16/125, loss: 1.5903, acc: 0.3359
(TRAINING) task: 34, epoch: 16/125, loss: 1.5890, acc: 0.3752
(TESTING) task: 34, epoch: 16/125, loss: 1.6089, acc: 0.3125
(TESTING) task: 34, epoch: 16/125, loss: 1.5955, acc: 0.3438
(TESTING) task: 34, epoch: 16/125, loss: 1.5912, acc: 0.4069
(TRAINING) task: 34, epoch: 17/125, loss: 1.5888, acc: 0.3867
(TRAINING) task: 34, epoch: 17/125, loss: 1.5871, acc: 0.3677
(TESTING) task: 34, epoch: 17/125, loss: 1.6008, acc: 0.3750
(TESTING) task: 34, epoch: 17/125, loss: 1.5869, acc: 0.4375
(TESTING) task: 34, epoch: 17/125, loss: 1.5903, acc: 0.4028
(TRAINING) task: 34, epoch: 18/125, loss: 1.5845, acc: 0.4062
(TRAINING) task: 34, epoch: 18/125, loss: 1.5863, acc: 0.3775
(TESTING) task: 34, epoch: 18/125, loss: 1.5925, acc: 0.5000
(TESTING) task: 34, epoch: 18/125, loss: 1.5854, acc: 0.4375
(TESTING) task: 34, epoch: 18/125, loss: 1.5888, acc: 0.4028
(TRAINING) task: 34, epoch: 19/125, loss: 1.5846, acc: 0.3906
(TRAINING) task: 34, epoch: 19/125, loss: 1.5837, acc: 0.4058
(TESTING) task: 34, epoch: 19/125, loss: 1.5865, acc: 0.3750
(TESTING) task: 34, epoch: 19/125, loss: 1.5884, acc: 0.4062
(TESTING) task: 34, epoch: 19/125, loss: 1.5875, acc: 0.4042
(TRAINING) task: 34, epoch: 20/125, loss: 1.5825, acc: 0.4219
(TRAINING) task: 34, epoch: 20/125, loss: 1.5820, acc: 0.4313
(TESTING) task: 34, epoch: 20/125, loss: 1.5710, acc: 0.6250
(TESTING) task: 34, epoch: 20/125, loss: 1.5795, acc: 0.4688
(TESTING) task: 34, epoch: 20/125, loss: 1.5867, acc: 0.4236
(TRAINING) task: 34, epoch: 21/125, loss: 1.5828, acc: 0.4102
(TRAINING) task: 34, epoch: 21/125, loss: 1.5796, acc: 0.4551
(TESTING) task: 34, epoch: 21/125, loss: 1.5775, acc: 0.5625
(TESTING) task: 34, epoch: 21/125, loss: 1.5878, acc: 0.4375
(TESTING) task: 34, epoch: 21/125, loss: 1.5851, acc: 0.4472
(TRAINING) task: 34, epoch: 22/125, loss: 1.5789, acc: 0.4609
(TRAINING) task: 34, epoch: 22/125, loss: 1.5784, acc: 0.4607
(TESTING) task: 34, epoch: 22/125, loss: 1.6006, acc: 0.3125
(TESTING) task: 34, epoch: 22/125, loss: 1.5796, acc: 0.5312
(TESTING) task: 34, epoch: 22/125, loss: 1.5842, acc: 0.4653
(TRAINING) task: 34, epoch: 23/125, loss: 1.5777, acc: 0.4570
(TRAINING) task: 34, epoch: 23/125, loss: 1.5762, acc: 0.4851
(TESTING) task: 34, epoch: 23/125, loss: 1.5632, acc: 0.6875
(TESTING) task: 34, epoch: 23/125, loss: 1.5743, acc: 0.5312
(TESTING) task: 34, epoch: 23/125, loss: 1.5832, acc: 0.4653
(TRAINING) task: 34, epoch: 24/125, loss: 1.5749, acc: 0.5039
(TRAINING) task: 34, epoch: 24/125, loss: 1.5747, acc: 0.4855
(TESTING) task: 34, epoch: 24/125, loss: 1.5986, acc: 0.2500
(TESTING) task: 34, epoch: 24/125, loss: 1.5808, acc: 0.4375
(TESTING) task: 34, epoch: 24/125, loss: 1.5818, acc: 0.4694
(TRAINING) task: 34, epoch: 25/125, loss: 1.5692, acc: 0.5352
(TRAINING) task: 34, epoch: 25/125, loss: 1.5741, acc: 0.4946
(TESTING) task: 34, epoch: 25/125, loss: 1.5775, acc: 0.5625
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(TESTING) task: 34, epoch: 25/125, loss: 1.5808, acc: 0.4861
(TRAINING) task: 34, epoch: 26/125, loss: 1.5716, acc: 0.5117
(TRAINING) task: 34, epoch: 26/125, loss: 1.5707, acc: 0.5091
(TESTING) task: 34, epoch: 26/125, loss: 1.5964, acc: 0.3750
(TESTING) task: 34, epoch: 26/125, loss: 1.5889, acc: 0.4062
(TESTING) task: 34, epoch: 26/125, loss: 1.5786, acc: 0.4931
(TRAINING) task: 34, epoch: 27/125, loss: 1.5731, acc: 0.4805
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(TESTING) task: 34, epoch: 27/125, loss: 1.5862, acc: 0.4375
(TESTING) task: 34, epoch: 27/125, loss: 1.5773, acc: 0.4688
(TESTING) task: 34, epoch: 27/125, loss: 1.5781, acc: 0.4903
(TRAINING) task: 34, epoch: 28/125, loss: 1.5670, acc: 0.5156
(TRAINING) task: 34, epoch: 28/125, loss: 1.5669, acc: 0.5308
(TESTING) task: 34, epoch: 28/125, loss: 1.5838, acc: 0.5000
(TESTING) task: 34, epoch: 28/125, loss: 1.5759, acc: 0.5000
(TESTING) task: 34, epoch: 28/125, loss: 1.5768, acc: 0.4889
(TRAINING) task: 34, epoch: 29/125, loss: 1.5598, acc: 0.5859
(TRAINING) task: 34, epoch: 29/125, loss: 1.5665, acc: 0.5199
(TESTING) task: 34, epoch: 29/125, loss: 1.5718, acc: 0.5000
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(TESTING) task: 34, epoch: 29/125, loss: 1.5758, acc: 0.4903
(TRAINING) task: 34, epoch: 30/125, loss: 1.5688, acc: 0.5195
(TRAINING) task: 34, epoch: 30/125, loss: 1.5608, acc: 0.5723
(TESTING) task: 34, epoch: 30/125, loss: 1.5632, acc: 0.5625
(TESTING) task: 34, epoch: 30/125, loss: 1.5750, acc: 0.5000
(TESTING) task: 34, epoch: 30/125, loss: 1.5743, acc: 0.4889
(TRAINING) task: 34, epoch: 31/125, loss: 1.5633, acc: 0.5781
(TRAINING) task: 34, epoch: 31/125, loss: 1.5597, acc: 0.5720
(TESTING) task: 34, epoch: 31/125, loss: 1.5778, acc: 0.6250
(TESTING) task: 34, epoch: 31/125, loss: 1.5737, acc: 0.5625
(TESTING) task: 34, epoch: 31/125, loss: 1.5730, acc: 0.5306
(TRAINING) task: 34, epoch: 32/125, loss: 1.5616, acc: 0.5469
(TRAINING) task: 34, epoch: 32/125, loss: 1.5576, acc: 0.5859
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(TRAINING) task: 34, epoch: 33/125, loss: 1.5591, acc: 0.5586
(TRAINING) task: 34, epoch: 33/125, loss: 1.5555, acc: 0.5918
(TESTING) task: 34, epoch: 33/125, loss: 1.5711, acc: 0.5625
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(TRAINING) task: 34, epoch: 34/125, loss: 1.5560, acc: 0.5781
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(TRAINING) task: 34, epoch: 35/125, loss: 1.5547, acc: 0.5938
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(TESTING) task: 34, epoch: 35/125, loss: 1.5772, acc: 0.4375
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(TESTING) task: 34, epoch: 35/125, loss: 1.5674, acc: 0.5542
(TRAINING) task: 34, epoch: 36/125, loss: 1.5481, acc: 0.6367
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(TESTING) task: 34, epoch: 36/125, loss: 1.5679, acc: 0.5625
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(TRAINING) task: 34, epoch: 37/125, loss: 1.5448, acc: 0.6328
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(TESTING) task: 34, epoch: 37/125, loss: 1.5571, acc: 0.5625
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(TRAINING) task: 34, epoch: 38/125, loss: 1.5464, acc: 0.6445
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(TESTING) task: 34, epoch: 38/125, loss: 1.5579, acc: 0.5625
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(TESTING) task: 34, epoch: 38/125, loss: 1.5627, acc: 0.5528
(TRAINING) task: 34, epoch: 39/125, loss: 1.5430, acc: 0.6562
(TRAINING) task: 34, epoch: 39/125, loss: 1.5423, acc: 0.6538
(TESTING) task: 34, epoch: 39/125, loss: 1.5851, acc: 0.2500
(TESTING) task: 34, epoch: 39/125, loss: 1.5728, acc: 0.4375
(TESTING) task: 34, epoch: 39/125, loss: 1.5607, acc: 0.5583
(TRAINING) task: 34, epoch: 40/125, loss: 1.5413, acc: 0.6641
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(TESTING) task: 34, epoch: 40/125, loss: 1.5434, acc: 0.6875
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(TRAINING) task: 34, epoch: 41/125, loss: 1.5375, acc: 0.6641
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(TESTING) task: 34, epoch: 41/125, loss: 1.5557, acc: 0.6250
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(TESTING) task: 34, epoch: 41/125, loss: 1.5582, acc: 0.5931
(TRAINING) task: 34, epoch: 42/125, loss: 1.5349, acc: 0.6758
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(TRAINING) task: 34, epoch: 43/125, loss: 1.5292, acc: 0.6992
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(TESTING) task: 34, epoch: 43/125, loss: 1.5607, acc: 0.5000
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(TRAINING) task: 34, epoch: 44/125, loss: 1.5310, acc: 0.6719
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(TRAINING) task: 34, epoch: 45/125, loss: 1.5254, acc: 0.6953
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(TRAINING) task: 34, epoch: 120/125, loss: 1.2981, acc: 0.8945
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(TESTING) task: 34, epoch: 120/125, loss: 1.3588, acc: 0.8125
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(TRAINING) task: 34, epoch: 121/125, loss: 1.2992, acc: 0.8828
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(TESTING) task: 34, epoch: 121/125, loss: 1.3062, acc: 0.9375
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(TRAINING) task: 34, epoch: 122/125, loss: 1.3013, acc: 0.8789
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(TESTING) task: 34, epoch: 122/125, loss: 1.4041, acc: 0.6250
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(TESTING) task: 34, epoch: 122/125, loss: 1.3475, acc: 0.8306
(TRAINING) task: 34, epoch: 123/125, loss: 1.2963, acc: 0.8828
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(TESTING) task: 34, epoch: 123/125, loss: 1.3596, acc: 0.9375
(TESTING) task: 34, epoch: 123/125, loss: 1.3141, acc: 0.8750
(TESTING) task: 34, epoch: 123/125, loss: 1.3475, acc: 0.8278
(TRAINING) task: 34, epoch: 124/125, loss: 1.2808, acc: 0.9062
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(TESTING) task: 34, epoch: 124/125, loss: 1.3742, acc: 0.8125
(TESTING) task: 34, epoch: 124/125, loss: 1.3647, acc: 0.7812
(TESTING) task: 34, epoch: 124/125, loss: 1.3426, acc: 0.8319
#params=56069
(TRAINING) task: 35, epoch: 0/125, loss: 1.5993, acc: 0.3086
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(TESTING) task: 35, epoch: 0/125, loss: 1.5883, acc: 0.3125
(TESTING) task: 35, epoch: 0/125, loss: 1.5944, acc: 0.2812
(TESTING) task: 35, epoch: 0/125, loss: 1.5961, acc: 0.2708
(TESTING) task: 35, epoch: 0/125, loss: 1.6069, acc: 0.2031
(TRAINING) task: 35, epoch: 1/125, loss: 1.6004, acc: 0.3047
(TRAINING) task: 35, epoch: 1/125, loss: 1.5993, acc: 0.3260
(TESTING) task: 35, epoch: 1/125, loss: 1.5829, acc: 0.4375
(TESTING) task: 35, epoch: 1/125, loss: 1.5909, acc: 0.2812
(TESTING) task: 35, epoch: 1/125, loss: 1.5950, acc: 0.2708
(TESTING) task: 35, epoch: 1/125, loss: 1.6072, acc: 0.2031
(TRAINING) task: 35, epoch: 2/125, loss: 1.5985, acc: 0.3398
(TRAINING) task: 35, epoch: 2/125, loss: 1.5978, acc: 0.3286
(TESTING) task: 35, epoch: 2/125, loss: 1.5985, acc: 0.1875
(TESTING) task: 35, epoch: 2/125, loss: 1.5986, acc: 0.2500
(TESTING) task: 35, epoch: 2/125, loss: 1.5946, acc: 0.3333
(TESTING) task: 35, epoch: 2/125, loss: 1.5996, acc: 0.2500
(TRAINING) task: 35, epoch: 3/125, loss: 1.5984, acc: 0.3242
(TRAINING) task: 35, epoch: 3/125, loss: 1.5957, acc: 0.3567
(TESTING) task: 35, epoch: 3/125, loss: 1.5837, acc: 0.3750
(TESTING) task: 35, epoch: 3/125, loss: 1.5863, acc: 0.3438
(TESTING) task: 35, epoch: 3/125, loss: 1.5930, acc: 0.3333
(TESTING) task: 35, epoch: 3/125, loss: 1.6060, acc: 0.2500
(TRAINING) task: 35, epoch: 4/125, loss: 1.5950, acc: 0.3398
(TRAINING) task: 35, epoch: 4/125, loss: 1.5947, acc: 0.3556
(TESTING) task: 35, epoch: 4/125, loss: 1.5932, acc: 0.3125
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(TESTING) task: 35, epoch: 4/125, loss: 1.5884, acc: 0.2500
(TRAINING) task: 35, epoch: 5/125, loss: 1.5914, acc: 0.3555
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(TESTING) task: 35, epoch: 5/125, loss: 1.5981, acc: 0.3750
(TESTING) task: 35, epoch: 5/125, loss: 1.5878, acc: 0.3750
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(TRAINING) task: 35, epoch: 6/125, loss: 1.5909, acc: 0.3867
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(TESTING) task: 35, epoch: 6/125, loss: 1.5902, acc: 0.3333
(TESTING) task: 35, epoch: 6/125, loss: 1.6015, acc: 0.2500
(TRAINING) task: 35, epoch: 7/125, loss: 1.5895, acc: 0.3555
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(TESTING) task: 35, epoch: 7/125, loss: 1.5913, acc: 0.3125
(TESTING) task: 35, epoch: 7/125, loss: 1.5931, acc: 0.3438
(TESTING) task: 35, epoch: 7/125, loss: 1.5894, acc: 0.3333
(TESTING) task: 35, epoch: 7/125, loss: 1.5997, acc: 0.2500
(TRAINING) task: 35, epoch: 8/125, loss: 1.5901, acc: 0.3594
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(TESTING) task: 35, epoch: 8/125, loss: 1.5938, acc: 0.3125
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(TESTING) task: 35, epoch: 8/125, loss: 1.5749, acc: 0.4844
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(TRAINING) task: 35, epoch: 10/125, loss: 1.5872, acc: 0.3867
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(TRAINING) task: 35, epoch: 11/125, loss: 1.5811, acc: 0.3945
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(TRAINING) task: 35, epoch: 51/125, loss: 1.4769, acc: 0.5430
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(TRAINING) task: 35, epoch: 53/125, loss: 1.4611, acc: 0.5625
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(TESTING) task: 35, epoch: 120/125, loss: 1.3614, acc: 0.7083
(TESTING) task: 35, epoch: 120/125, loss: 1.2827, acc: 0.7812
(TRAINING) task: 35, epoch: 121/125, loss: 1.2746, acc: 0.9062
(TRAINING) task: 35, epoch: 121/125, loss: 1.2911, acc: 0.8903
(TESTING) task: 35, epoch: 121/125, loss: 1.3214, acc: 0.7500
(TESTING) task: 35, epoch: 121/125, loss: 1.3635, acc: 0.6875
(TESTING) task: 35, epoch: 121/125, loss: 1.3536, acc: 0.7083
(TESTING) task: 35, epoch: 121/125, loss: 1.3433, acc: 0.7812
(TRAINING) task: 35, epoch: 122/125, loss: 1.2824, acc: 0.8984
(TRAINING) task: 35, epoch: 122/125, loss: 1.2860, acc: 0.8953
(TESTING) task: 35, epoch: 122/125, loss: 1.3762, acc: 0.5625
(TESTING) task: 35, epoch: 122/125, loss: 1.3625, acc: 0.6562
(TESTING) task: 35, epoch: 122/125, loss: 1.3487, acc: 0.7083
(TESTING) task: 35, epoch: 122/125, loss: 1.3706, acc: 0.7812
(TRAINING) task: 35, epoch: 123/125, loss: 1.2912, acc: 0.9102
(TRAINING) task: 35, epoch: 123/125, loss: 1.2804, acc: 0.8922
(TESTING) task: 35, epoch: 123/125, loss: 1.2856, acc: 0.7500
(TESTING) task: 35, epoch: 123/125, loss: 1.3201, acc: 0.7500
(TESTING) task: 35, epoch: 123/125, loss: 1.3449, acc: 0.7083
(TESTING) task: 35, epoch: 123/125, loss: 1.3857, acc: 0.7812
(TRAINING) task: 35, epoch: 124/125, loss: 1.2868, acc: 0.8984
(TRAINING) task: 35, epoch: 124/125, loss: 1.2782, acc: 0.9013
(TESTING) task: 35, epoch: 124/125, loss: 1.3793, acc: 0.8125
(TESTING) task: 35, epoch: 124/125, loss: 1.3576, acc: 0.7188
(TESTING) task: 35, epoch: 124/125, loss: 1.3450, acc: 0.7083
(TESTING) task: 35, epoch: 124/125, loss: 1.3601, acc: 0.7812
#params=56069
(TRAINING) task: 36, epoch: 0/125, loss: 1.6161, acc: 0.1562
(TRAINING) task: 36, epoch: 0/125, loss: 1.6162, acc: 0.1504
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(TESTING) task: 36, epoch: 0/125, loss: 1.6209, acc: 0.1250
(TESTING) task: 36, epoch: 0/125, loss: 1.6174, acc: 0.1250
(TESTING) task: 36, epoch: 0/125, loss: 1.6156, acc: 0.1458
(TESTING) task: 36, epoch: 0/125, loss: 1.6176, acc: 0.1406
(TESTING) task: 36, epoch: 0/125, loss: 1.6152, acc: 0.1500
(TESTING) task: 36, epoch: 0/125, loss: 1.6137, acc: 0.1964
(TRAINING) task: 36, epoch: 1/125, loss: 1.6146, acc: 0.1641
(TRAINING) task: 36, epoch: 1/125, loss: 1.6155, acc: 0.1719
(TRAINING) task: 36, epoch: 1/125, loss: 1.6149, acc: 0.1620
(TESTING) task: 36, epoch: 1/125, loss: 1.5997, acc: 0.1250
(TESTING) task: 36, epoch: 1/125, loss: 1.6061, acc: 0.1562
(TESTING) task: 36, epoch: 1/125, loss: 1.6078, acc: 0.1667
(TESTING) task: 36, epoch: 1/125, loss: 1.6087, acc: 0.1875
(TESTING) task: 36, epoch: 1/125, loss: 1.6120, acc: 0.1625
(TESTING) task: 36, epoch: 1/125, loss: 1.6145, acc: 0.1830
(TRAINING) task: 36, epoch: 2/125, loss: 1.6141, acc: 0.1484
(TRAINING) task: 36, epoch: 2/125, loss: 1.6130, acc: 0.1719
(TRAINING) task: 36, epoch: 2/125, loss: 1.6131, acc: 0.1801
(TESTING) task: 36, epoch: 2/125, loss: 1.6091, acc: 0.1250
(TESTING) task: 36, epoch: 2/125, loss: 1.6119, acc: 0.1875
(TESTING) task: 36, epoch: 2/125, loss: 1.6160, acc: 0.1667
(TESTING) task: 36, epoch: 2/125, loss: 1.6151, acc: 0.1719
(TESTING) task: 36, epoch: 2/125, loss: 1.6125, acc: 0.1875
(TESTING) task: 36, epoch: 2/125, loss: 1.6108, acc: 0.1562
(TRAINING) task: 36, epoch: 3/125, loss: 1.6107, acc: 0.2070
(TRAINING) task: 36, epoch: 3/125, loss: 1.6110, acc: 0.1914
(TRAINING) task: 36, epoch: 3/125, loss: 1.6112, acc: 0.1932
(TESTING) task: 36, epoch: 3/125, loss: 1.6198, acc: 0.0625
(TESTING) task: 36, epoch: 3/125, loss: 1.6172, acc: 0.0938
(TESTING) task: 36, epoch: 3/125, loss: 1.6106, acc: 0.2083
(TESTING) task: 36, epoch: 3/125, loss: 1.6093, acc: 0.2188
(TESTING) task: 36, epoch: 3/125, loss: 1.6099, acc: 0.1875
(TESTING) task: 36, epoch: 3/125, loss: 1.6105, acc: 0.1801
(TRAINING) task: 36, epoch: 4/125, loss: 1.6095, acc: 0.2148
(TRAINING) task: 36, epoch: 4/125, loss: 1.6103, acc: 0.2051
(TRAINING) task: 36, epoch: 4/125, loss: 1.6092, acc: 0.2120
(TESTING) task: 36, epoch: 4/125, loss: 1.5831, acc: 0.2500
(TESTING) task: 36, epoch: 4/125, loss: 1.5980, acc: 0.2500
(TESTING) task: 36, epoch: 4/125, loss: 1.6048, acc: 0.2500
(TESTING) task: 36, epoch: 4/125, loss: 1.6079, acc: 0.2344
(TESTING) task: 36, epoch: 4/125, loss: 1.6078, acc: 0.2375
(TESTING) task: 36, epoch: 4/125, loss: 1.6098, acc: 0.1979
(TRAINING) task: 36, epoch: 5/125, loss: 1.6090, acc: 0.1992
(TRAINING) task: 36, epoch: 5/125, loss: 1.6081, acc: 0.2207
(TRAINING) task: 36, epoch: 5/125, loss: 1.6073, acc: 0.2336
(TESTING) task: 36, epoch: 5/125, loss: 1.5920, acc: 0.3125
(TESTING) task: 36, epoch: 5/125, loss: 1.6009, acc: 0.2812
(TESTING) task: 36, epoch: 5/125, loss: 1.6046, acc: 0.2500
(TESTING) task: 36, epoch: 5/125, loss: 1.6059, acc: 0.2500
(TESTING) task: 36, epoch: 5/125, loss: 1.6081, acc: 0.2375
(TESTING) task: 36, epoch: 5/125, loss: 1.6066, acc: 0.2217
(TRAINING) task: 36, epoch: 6/125, loss: 1.6060, acc: 0.2617
(TRAINING) task: 36, epoch: 6/125, loss: 1.6061, acc: 0.2383
(TRAINING) task: 36, epoch: 6/125, loss: 1.6054, acc: 0.2467
(TESTING) task: 36, epoch: 6/125, loss: 1.6012, acc: 0.1875
(TESTING) task: 36, epoch: 6/125, loss: 1.6080, acc: 0.1875
(TESTING) task: 36, epoch: 6/125, loss: 1.6110, acc: 0.1458
(TESTING) task: 36, epoch: 6/125, loss: 1.6078, acc: 0.1562
(TESTING) task: 36, epoch: 6/125, loss: 1.6067, acc: 0.2125
(TESTING) task: 36, epoch: 6/125, loss: 1.6051, acc: 0.2485
(TRAINING) task: 36, epoch: 7/125, loss: 1.6023, acc: 0.2500
(TRAINING) task: 36, epoch: 7/125, loss: 1.6027, acc: 0.2578
(TRAINING) task: 36, epoch: 7/125, loss: 1.6034, acc: 0.2570
(TESTING) task: 36, epoch: 7/125, loss: 1.6107, acc: 0.0625
(TESTING) task: 36, epoch: 7/125, loss: 1.6079, acc: 0.1875
(TESTING) task: 36, epoch: 7/125, loss: 1.6061, acc: 0.2083
(TESTING) task: 36, epoch: 7/125, loss: 1.6045, acc: 0.2188
(TESTING) task: 36, epoch: 7/125, loss: 1.6024, acc: 0.2500
(TESTING) task: 36, epoch: 7/125, loss: 1.6062, acc: 0.2321
(TRAINING) task: 36, epoch: 8/125, loss: 1.6054, acc: 0.2539
(TRAINING) task: 36, epoch: 8/125, loss: 1.6026, acc: 0.2578
(TRAINING) task: 36, epoch: 8/125, loss: 1.6011, acc: 0.2779
(TESTING) task: 36, epoch: 8/125, loss: 1.5968, acc: 0.3125
(TESTING) task: 36, epoch: 8/125, loss: 1.6041, acc: 0.3125
(TESTING) task: 36, epoch: 8/125, loss: 1.6034, acc: 0.2917
(TESTING) task: 36, epoch: 8/125, loss: 1.6028, acc: 0.2500
(TESTING) task: 36, epoch: 8/125, loss: 1.6011, acc: 0.2750
(TESTING) task: 36, epoch: 8/125, loss: 1.6041, acc: 0.2768
(TRAINING) task: 36, epoch: 9/125, loss: 1.5973, acc: 0.3164
(TRAINING) task: 36, epoch: 9/125, loss: 1.5992, acc: 0.2852
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(TESTING) task: 36, epoch: 9/125, loss: 1.5880, acc: 0.4375
(TESTING) task: 36, epoch: 9/125, loss: 1.5993, acc: 0.3125
(TESTING) task: 36, epoch: 9/125, loss: 1.6012, acc: 0.2917
(TESTING) task: 36, epoch: 9/125, loss: 1.6001, acc: 0.2812
(TESTING) task: 36, epoch: 9/125, loss: 1.6011, acc: 0.3000
(TESTING) task: 36, epoch: 9/125, loss: 1.6007, acc: 0.2976
(TRAINING) task: 36, epoch: 10/125, loss: 1.5980, acc: 0.3320
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(TESTING) task: 36, epoch: 10/125, loss: 1.5957, acc: 0.4062
(TESTING) task: 36, epoch: 10/125, loss: 1.5973, acc: 0.3750
(TESTING) task: 36, epoch: 10/125, loss: 1.5994, acc: 0.3281
(TESTING) task: 36, epoch: 10/125, loss: 1.5992, acc: 0.3125
(TESTING) task: 36, epoch: 10/125, loss: 1.5989, acc: 0.3318
(TRAINING) task: 36, epoch: 11/125, loss: 1.5934, acc: 0.3867
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(TESTING) task: 36, epoch: 11/125, loss: 1.6030, acc: 0.4375
(TESTING) task: 36, epoch: 11/125, loss: 1.5980, acc: 0.3750
(TESTING) task: 36, epoch: 11/125, loss: 1.5971, acc: 0.3125
(TESTING) task: 36, epoch: 11/125, loss: 1.5962, acc: 0.2969
(TESTING) task: 36, epoch: 11/125, loss: 1.5986, acc: 0.3000
(TESTING) task: 36, epoch: 11/125, loss: 1.5958, acc: 0.3452
(TRAINING) task: 36, epoch: 12/125, loss: 1.5906, acc: 0.3828
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(TESTING) task: 36, epoch: 12/125, loss: 1.5954, acc: 0.3125
(TESTING) task: 36, epoch: 12/125, loss: 1.5976, acc: 0.4062
(TESTING) task: 36, epoch: 12/125, loss: 1.5959, acc: 0.3958
(TESTING) task: 36, epoch: 12/125, loss: 1.5974, acc: 0.3750
(TESTING) task: 36, epoch: 12/125, loss: 1.5974, acc: 0.3500
(TESTING) task: 36, epoch: 12/125, loss: 1.5929, acc: 0.3869
(TRAINING) task: 36, epoch: 13/125, loss: 1.5893, acc: 0.3906
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(TESTING) task: 36, epoch: 13/125, loss: 1.5745, acc: 0.5000
(TESTING) task: 36, epoch: 13/125, loss: 1.5851, acc: 0.4688
(TESTING) task: 36, epoch: 13/125, loss: 1.5895, acc: 0.4375
(TESTING) task: 36, epoch: 13/125, loss: 1.5902, acc: 0.4219
(TESTING) task: 36, epoch: 13/125, loss: 1.5917, acc: 0.4000
(TESTING) task: 36, epoch: 13/125, loss: 1.5954, acc: 0.3333
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(TESTING) task: 36, epoch: 14/125, loss: 1.5799, acc: 0.4375
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(TRAINING) task: 36, epoch: 15/125, loss: 1.5807, acc: 0.4609
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(TESTING) task: 36, epoch: 15/125, loss: 1.5968, acc: 0.2812
(TESTING) task: 36, epoch: 15/125, loss: 1.5930, acc: 0.3333
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(TRAINING) task: 36, epoch: 16/125, loss: 1.5842, acc: 0.4102
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(TRAINING) task: 36, epoch: 17/125, loss: 1.5767, acc: 0.4844
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(TESTING) task: 36, epoch: 21/125, loss: 1.5668, acc: 0.5625
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(TESTING) task: 36, epoch: 22/125, loss: 1.5790, acc: 0.3750
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(TESTING) task: 36, epoch: 120/125, loss: 1.1583, acc: 0.9375
(TESTING) task: 36, epoch: 120/125, loss: 1.1881, acc: 0.8958
(TESTING) task: 36, epoch: 120/125, loss: 1.1903, acc: 0.8906
(TESTING) task: 36, epoch: 120/125, loss: 1.1896, acc: 0.8875
(TESTING) task: 36, epoch: 120/125, loss: 1.1809, acc: 0.9062
(TRAINING) task: 36, epoch: 121/125, loss: 1.1480, acc: 0.9688
(TRAINING) task: 36, epoch: 121/125, loss: 1.1527, acc: 0.9531
(TRAINING) task: 36, epoch: 121/125, loss: 1.1536, acc: 0.9548
(TESTING) task: 36, epoch: 121/125, loss: 1.2281, acc: 0.8125
(TESTING) task: 36, epoch: 121/125, loss: 1.2448, acc: 0.8438
(TESTING) task: 36, epoch: 121/125, loss: 1.2052, acc: 0.8750
(TESTING) task: 36, epoch: 121/125, loss: 1.1814, acc: 0.8906
(TESTING) task: 36, epoch: 121/125, loss: 1.1794, acc: 0.9000
(TESTING) task: 36, epoch: 121/125, loss: 1.1873, acc: 0.8929
(TRAINING) task: 36, epoch: 122/125, loss: 1.1478, acc: 0.9531
(TRAINING) task: 36, epoch: 122/125, loss: 1.1509, acc: 0.9570
(TRAINING) task: 36, epoch: 122/125, loss: 1.1515, acc: 0.9574
(TESTING) task: 36, epoch: 122/125, loss: 1.2149, acc: 0.8750
(TESTING) task: 36, epoch: 122/125, loss: 1.1790, acc: 0.9062
(TESTING) task: 36, epoch: 122/125, loss: 1.1683, acc: 0.9167
(TESTING) task: 36, epoch: 122/125, loss: 1.1810, acc: 0.9062
(TESTING) task: 36, epoch: 122/125, loss: 1.1817, acc: 0.9000
(TESTING) task: 36, epoch: 122/125, loss: 1.1807, acc: 0.8929
(TRAINING) task: 36, epoch: 123/125, loss: 1.1583, acc: 0.9609
(TRAINING) task: 36, epoch: 123/125, loss: 1.1479, acc: 0.9570
(TRAINING) task: 36, epoch: 123/125, loss: 1.1496, acc: 0.9574
(TESTING) task: 36, epoch: 123/125, loss: 1.1484, acc: 0.8750
(TESTING) task: 36, epoch: 123/125, loss: 1.1708, acc: 0.8438
(TESTING) task: 36, epoch: 123/125, loss: 1.1730, acc: 0.8750
(TESTING) task: 36, epoch: 123/125, loss: 1.1716, acc: 0.9062
(TESTING) task: 36, epoch: 123/125, loss: 1.1692, acc: 0.9000
(TESTING) task: 36, epoch: 123/125, loss: 1.1902, acc: 0.8929
(TRAINING) task: 36, epoch: 124/125, loss: 1.1430, acc: 0.9727
(TRAINING) task: 36, epoch: 124/125, loss: 1.1543, acc: 0.9551
(TRAINING) task: 36, epoch: 124/125, loss: 1.1473, acc: 0.9561
(TESTING) task: 36, epoch: 124/125, loss: 1.2203, acc: 0.8125
(TESTING) task: 36, epoch: 124/125, loss: 1.2108, acc: 0.8750
(TESTING) task: 36, epoch: 124/125, loss: 1.2112, acc: 0.8750
(TESTING) task: 36, epoch: 124/125, loss: 1.1934, acc: 0.9062
(TESTING) task: 36, epoch: 124/125, loss: 1.1792, acc: 0.9000
(TESTING) task: 36, epoch: 124/125, loss: 1.1751, acc: 0.8929
#params=56069
(TRAINING) task: 37, epoch: 0/125, loss: 1.6067, acc: 0.2383
(TRAINING) task: 37, epoch: 0/125, loss: 1.6069, acc: 0.2344
(TRAINING) task: 37, epoch: 0/125, loss: 1.6070, acc: 0.2330
(TESTING) task: 37, epoch: 0/125, loss: 1.6213, acc: 0.0625
(TESTING) task: 37, epoch: 0/125, loss: 1.6204, acc: 0.0938
(TESTING) task: 37, epoch: 0/125, loss: 1.6211, acc: 0.0833
(TESTING) task: 37, epoch: 0/125, loss: 1.6208, acc: 0.0938
(TESTING) task: 37, epoch: 0/125, loss: 1.6178, acc: 0.1125
(TRAINING) task: 37, epoch: 1/125, loss: 1.6078, acc: 0.2305
(TRAINING) task: 37, epoch: 1/125, loss: 1.6060, acc: 0.2148
(TRAINING) task: 37, epoch: 1/125, loss: 1.6048, acc: 0.2445
(TESTING) task: 37, epoch: 1/125, loss: 1.6107, acc: 0.1250
(TESTING) task: 37, epoch: 1/125, loss: 1.6167, acc: 0.1250
(TESTING) task: 37, epoch: 1/125, loss: 1.6180, acc: 0.1042
(TESTING) task: 37, epoch: 1/125, loss: 1.6143, acc: 0.1562
(TESTING) task: 37, epoch: 1/125, loss: 1.6165, acc: 0.1250
(TRAINING) task: 37, epoch: 2/125, loss: 1.6016, acc: 0.2500
(TRAINING) task: 37, epoch: 2/125, loss: 1.6034, acc: 0.2461
(TRAINING) task: 37, epoch: 2/125, loss: 1.6029, acc: 0.2507
(TESTING) task: 37, epoch: 2/125, loss: 1.6149, acc: 0.1250
(TESTING) task: 37, epoch: 2/125, loss: 1.6168, acc: 0.0938
(TESTING) task: 37, epoch: 2/125, loss: 1.6102, acc: 0.1458
(TESTING) task: 37, epoch: 2/125, loss: 1.6124, acc: 0.1406
(TESTING) task: 37, epoch: 2/125, loss: 1.6148, acc: 0.1375
(TRAINING) task: 37, epoch: 3/125, loss: 1.6048, acc: 0.2344
(TRAINING) task: 37, epoch: 3/125, loss: 1.6023, acc: 0.2520
(TRAINING) task: 37, epoch: 3/125, loss: 1.6008, acc: 0.2709
(TESTING) task: 37, epoch: 3/125, loss: 1.6170, acc: 0.0625
(TESTING) task: 37, epoch: 3/125, loss: 1.6093, acc: 0.1875
(TESTING) task: 37, epoch: 3/125, loss: 1.6096, acc: 0.1458
(TESTING) task: 37, epoch: 3/125, loss: 1.6098, acc: 0.1562
(TESTING) task: 37, epoch: 3/125, loss: 1.6136, acc: 0.1375
(TRAINING) task: 37, epoch: 4/125, loss: 1.5978, acc: 0.2852
(TRAINING) task: 37, epoch: 4/125, loss: 1.5992, acc: 0.2676
(TRAINING) task: 37, epoch: 4/125, loss: 1.5989, acc: 0.2813
(TESTING) task: 37, epoch: 4/125, loss: 1.6143, acc: 0.1250
(TESTING) task: 37, epoch: 4/125, loss: 1.6163, acc: 0.1250
(TESTING) task: 37, epoch: 4/125, loss: 1.6096, acc: 0.1875
(TESTING) task: 37, epoch: 4/125, loss: 1.6120, acc: 0.2031
(TESTING) task: 37, epoch: 4/125, loss: 1.6121, acc: 0.1625
(TRAINING) task: 37, epoch: 5/125, loss: 1.5958, acc: 0.2969
(TRAINING) task: 37, epoch: 5/125, loss: 1.5970, acc: 0.2852
(TRAINING) task: 37, epoch: 5/125, loss: 1.5970, acc: 0.2947
(TESTING) task: 37, epoch: 5/125, loss: 1.6027, acc: 0.2500
(TESTING) task: 37, epoch: 5/125, loss: 1.6050, acc: 0.2188
(TESTING) task: 37, epoch: 5/125, loss: 1.6080, acc: 0.1875
(TESTING) task: 37, epoch: 5/125, loss: 1.6091, acc: 0.1562
(TESTING) task: 37, epoch: 5/125, loss: 1.6106, acc: 0.1500
(TRAINING) task: 37, epoch: 6/125, loss: 1.5937, acc: 0.3320
(TRAINING) task: 37, epoch: 6/125, loss: 1.5941, acc: 0.3301
(TRAINING) task: 37, epoch: 6/125, loss: 1.5949, acc: 0.3165
(TESTING) task: 37, epoch: 6/125, loss: 1.5945, acc: 0.3750
(TESTING) task: 37, epoch: 6/125, loss: 1.6071, acc: 0.1875
(TESTING) task: 37, epoch: 6/125, loss: 1.6069, acc: 0.1875
(TESTING) task: 37, epoch: 6/125, loss: 1.6085, acc: 0.1875
(TESTING) task: 37, epoch: 6/125, loss: 1.6092, acc: 0.1875
(TRAINING) task: 37, epoch: 7/125, loss: 1.5961, acc: 0.2969
(TRAINING) task: 37, epoch: 7/125, loss: 1.5926, acc: 0.3496
(TRAINING) task: 37, epoch: 7/125, loss: 1.5925, acc: 0.3311
(TESTING) task: 37, epoch: 7/125, loss: 1.6209, acc: 0.0625
(TESTING) task: 37, epoch: 7/125, loss: 1.6107, acc: 0.1562
(TESTING) task: 37, epoch: 7/125, loss: 1.6089, acc: 0.1875
(TESTING) task: 37, epoch: 7/125, loss: 1.6062, acc: 0.2031
(TESTING) task: 37, epoch: 7/125, loss: 1.6075, acc: 0.1875
(TRAINING) task: 37, epoch: 8/125, loss: 1.5931, acc: 0.3320
(TRAINING) task: 37, epoch: 8/125, loss: 1.5897, acc: 0.3574
(TRAINING) task: 37, epoch: 8/125, loss: 1.5904, acc: 0.3494
(TESTING) task: 37, epoch: 8/125, loss: 1.5975, acc: 0.1875
(TESTING) task: 37, epoch: 8/125, loss: 1.6033, acc: 0.1562
(TESTING) task: 37, epoch: 8/125, loss: 1.6016, acc: 0.1875
(TESTING) task: 37, epoch: 8/125, loss: 1.6081, acc: 0.1875
(TESTING) task: 37, epoch: 8/125, loss: 1.6058, acc: 0.2000
(TRAINING) task: 37, epoch: 9/125, loss: 1.5889, acc: 0.3438
(TRAINING) task: 37, epoch: 9/125, loss: 1.5871, acc: 0.3691
(TRAINING) task: 37, epoch: 9/125, loss: 1.5881, acc: 0.3735
(TESTING) task: 37, epoch: 9/125, loss: 1.6065, acc: 0.1875
(TESTING) task: 37, epoch: 9/125, loss: 1.5986, acc: 0.2500
(TESTING) task: 37, epoch: 9/125, loss: 1.6001, acc: 0.2708
(TESTING) task: 37, epoch: 9/125, loss: 1.6018, acc: 0.2656
(TESTING) task: 37, epoch: 9/125, loss: 1.6040, acc: 0.2250
(TRAINING) task: 37, epoch: 10/125, loss: 1.5874, acc: 0.3633
(TRAINING) task: 37, epoch: 10/125, loss: 1.5859, acc: 0.3789
(TRAINING) task: 37, epoch: 10/125, loss: 1.5853, acc: 0.3948
(TESTING) task: 37, epoch: 10/125, loss: 1.5965, acc: 0.3750
(TESTING) task: 37, epoch: 10/125, loss: 1.5965, acc: 0.3750
(TESTING) task: 37, epoch: 10/125, loss: 1.6004, acc: 0.2500
(TESTING) task: 37, epoch: 10/125, loss: 1.6044, acc: 0.2344
(TESTING) task: 37, epoch: 10/125, loss: 1.6022, acc: 0.2375
(TRAINING) task: 37, epoch: 11/125, loss: 1.5807, acc: 0.4102
(TRAINING) task: 37, epoch: 11/125, loss: 1.5831, acc: 0.4023
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(TESTING) task: 37, epoch: 11/125, loss: 1.5922, acc: 0.3125
(TESTING) task: 37, epoch: 11/125, loss: 1.5931, acc: 0.2812
(TESTING) task: 37, epoch: 11/125, loss: 1.5963, acc: 0.2292
(TESTING) task: 37, epoch: 11/125, loss: 1.5970, acc: 0.2969
(TESTING) task: 37, epoch: 11/125, loss: 1.6001, acc: 0.2625
(TRAINING) task: 37, epoch: 12/125, loss: 1.5803, acc: 0.4102
(TRAINING) task: 37, epoch: 12/125, loss: 1.5798, acc: 0.4238
(TRAINING) task: 37, epoch: 12/125, loss: 1.5801, acc: 0.4329
(TESTING) task: 37, epoch: 12/125, loss: 1.6050, acc: 0.3750
(TESTING) task: 37, epoch: 12/125, loss: 1.6046, acc: 0.3125
(TESTING) task: 37, epoch: 12/125, loss: 1.6033, acc: 0.2917
(TESTING) task: 37, epoch: 12/125, loss: 1.5994, acc: 0.2812
(TESTING) task: 37, epoch: 12/125, loss: 1.5982, acc: 0.2750
(TRAINING) task: 37, epoch: 13/125, loss: 1.5784, acc: 0.4336
(TRAINING) task: 37, epoch: 13/125, loss: 1.5772, acc: 0.4492
(TRAINING) task: 37, epoch: 13/125, loss: 1.5775, acc: 0.4465
(TESTING) task: 37, epoch: 13/125, loss: 1.6027, acc: 0.3125
(TESTING) task: 37, epoch: 13/125, loss: 1.5986, acc: 0.2812
(TESTING) task: 37, epoch: 13/125, loss: 1.5969, acc: 0.2708
(TESTING) task: 37, epoch: 13/125, loss: 1.5959, acc: 0.2812
(TESTING) task: 37, epoch: 13/125, loss: 1.5962, acc: 0.2750
(TRAINING) task: 37, epoch: 14/125, loss: 1.5766, acc: 0.4570
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(TESTING) task: 37, epoch: 14/125, loss: 1.5894, acc: 0.4375
(TESTING) task: 37, epoch: 14/125, loss: 1.5941, acc: 0.3125
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(TESTING) task: 37, epoch: 14/125, loss: 1.5934, acc: 0.2969
(TESTING) task: 37, epoch: 14/125, loss: 1.5941, acc: 0.2875
(TRAINING) task: 37, epoch: 15/125, loss: 1.5730, acc: 0.4570
(TRAINING) task: 37, epoch: 15/125, loss: 1.5719, acc: 0.4844
(TRAINING) task: 37, epoch: 15/125, loss: 1.5719, acc: 0.4798
(TESTING) task: 37, epoch: 15/125, loss: 1.5766, acc: 0.3750
(TESTING) task: 37, epoch: 15/125, loss: 1.5794, acc: 0.3750
(TESTING) task: 37, epoch: 15/125, loss: 1.5879, acc: 0.3125
(TESTING) task: 37, epoch: 15/125, loss: 1.5902, acc: 0.2969
(TESTING) task: 37, epoch: 15/125, loss: 1.5921, acc: 0.2875
(TRAINING) task: 37, epoch: 16/125, loss: 1.5722, acc: 0.5117
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(TESTING) task: 37, epoch: 16/125, loss: 1.5843, acc: 0.3438
(TESTING) task: 37, epoch: 16/125, loss: 1.5879, acc: 0.3333
(TESTING) task: 37, epoch: 16/125, loss: 1.5890, acc: 0.3125
(TESTING) task: 37, epoch: 16/125, loss: 1.5899, acc: 0.3250
(TRAINING) task: 37, epoch: 17/125, loss: 1.5671, acc: 0.5391
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(TESTING) task: 37, epoch: 17/125, loss: 1.5929, acc: 0.2500
(TESTING) task: 37, epoch: 17/125, loss: 1.5955, acc: 0.2812
(TESTING) task: 37, epoch: 17/125, loss: 1.5936, acc: 0.2708
(TESTING) task: 37, epoch: 17/125, loss: 1.5917, acc: 0.2812
(TESTING) task: 37, epoch: 17/125, loss: 1.5878, acc: 0.3375
(TRAINING) task: 37, epoch: 18/125, loss: 1.5663, acc: 0.5234
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(TESTING) task: 37, epoch: 18/125, loss: 1.5834, acc: 0.4375
(TESTING) task: 37, epoch: 18/125, loss: 1.5782, acc: 0.4688
(TESTING) task: 37, epoch: 18/125, loss: 1.5824, acc: 0.3958
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(TESTING) task: 37, epoch: 18/125, loss: 1.5856, acc: 0.3875
(TRAINING) task: 37, epoch: 19/125, loss: 1.5583, acc: 0.5859
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(TESTING) task: 37, epoch: 19/125, loss: 1.5876, acc: 0.5000
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(TESTING) task: 37, epoch: 19/125, loss: 1.5854, acc: 0.3750
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(TESTING) task: 37, epoch: 19/125, loss: 1.5831, acc: 0.4250
(TRAINING) task: 37, epoch: 20/125, loss: 1.5536, acc: 0.6289
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(TESTING) task: 37, epoch: 20/125, loss: 1.5819, acc: 0.4167
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(TESTING) task: 37, epoch: 20/125, loss: 1.5810, acc: 0.4500
(TRAINING) task: 37, epoch: 21/125, loss: 1.5621, acc: 0.5352
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(TESTING) task: 37, epoch: 21/125, loss: 1.5873, acc: 0.4375
(TESTING) task: 37, epoch: 21/125, loss: 1.5781, acc: 0.5312
(TESTING) task: 37, epoch: 21/125, loss: 1.5779, acc: 0.4792
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(TESTING) task: 37, epoch: 21/125, loss: 1.5783, acc: 0.4875
(TRAINING) task: 37, epoch: 22/125, loss: 1.5493, acc: 0.6094
(TRAINING) task: 37, epoch: 22/125, loss: 1.5493, acc: 0.6230
(TRAINING) task: 37, epoch: 22/125, loss: 1.5504, acc: 0.6294
(TESTING) task: 37, epoch: 22/125, loss: 1.5873, acc: 0.3125
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(TESTING) task: 37, epoch: 22/125, loss: 1.5793, acc: 0.4167
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(TRAINING) task: 37, epoch: 23/125, loss: 1.5454, acc: 0.6758
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(TESTING) task: 37, epoch: 23/125, loss: 1.5646, acc: 0.6250
(TESTING) task: 37, epoch: 23/125, loss: 1.5662, acc: 0.6250
(TESTING) task: 37, epoch: 23/125, loss: 1.5672, acc: 0.5208
(TESTING) task: 37, epoch: 23/125, loss: 1.5706, acc: 0.4844
(TESTING) task: 37, epoch: 23/125, loss: 1.5730, acc: 0.5000
(TRAINING) task: 37, epoch: 24/125, loss: 1.5492, acc: 0.6172
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(TESTING) task: 37, epoch: 24/125, loss: 1.5836, acc: 0.4375
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(TESTING) task: 37, epoch: 24/125, loss: 1.5716, acc: 0.4531
(TESTING) task: 37, epoch: 24/125, loss: 1.5703, acc: 0.4750
(TRAINING) task: 37, epoch: 25/125, loss: 1.5435, acc: 0.6289
(TRAINING) task: 37, epoch: 25/125, loss: 1.5394, acc: 0.6680
(TRAINING) task: 37, epoch: 25/125, loss: 1.5394, acc: 0.6773
(TESTING) task: 37, epoch: 25/125, loss: 1.5513, acc: 0.6250
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(TESTING) task: 37, epoch: 25/125, loss: 1.5663, acc: 0.5156
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(TRAINING) task: 37, epoch: 26/125, loss: 1.5391, acc: 0.6953
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(TESTING) task: 37, epoch: 26/125, loss: 1.5800, acc: 0.3750
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(TRAINING) task: 37, epoch: 27/125, loss: 1.5320, acc: 0.7422
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(TESTING) task: 37, epoch: 27/125, loss: 1.5449, acc: 0.6250
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(TESTING) task: 37, epoch: 28/125, loss: 1.5477, acc: 0.5625
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(TRAINING) task: 37, epoch: 29/125, loss: 1.5288, acc: 0.7148
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#params=56069
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(TRAINING) task: 38, epoch: 22/125, loss: 1.5289, acc: 0.4609
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(TRAINING) task: 38, epoch: 24/125, loss: 1.5169, acc: 0.5156
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(TRAINING) task: 38, epoch: 25/125, loss: 1.5021, acc: 0.5391
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(TRAINING) task: 38, epoch: 26/125, loss: 1.5006, acc: 0.5664
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(TRAINING) task: 38, epoch: 27/125, loss: 1.4974, acc: 0.5547
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(TRAINING) task: 38, epoch: 31/125, loss: 1.4803, acc: 0.5547
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(TRAINING) task: 38, epoch: 34/125, loss: 1.4538, acc: 0.6367
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(TRAINING) task: 38, epoch: 121/125, loss: 1.1263, acc: 0.8398
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(TRAINING) task: 38, epoch: 122/125, loss: 1.1173, acc: 0.8320
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(TESTING) task: 38, epoch: 122/125, loss: 1.1784, acc: 0.8000
(TRAINING) task: 38, epoch: 123/125, loss: 1.1154, acc: 0.8516
(TRAINING) task: 38, epoch: 123/125, loss: 1.1175, acc: 0.8379
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(TESTING) task: 38, epoch: 123/125, loss: 1.1828, acc: 0.8125
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(TESTING) task: 38, epoch: 123/125, loss: 1.1984, acc: 0.7708
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(TRAINING) task: 38, epoch: 124/125, loss: 1.1084, acc: 0.8477
(TRAINING) task: 38, epoch: 124/125, loss: 1.1145, acc: 0.8418
(TRAINING) task: 38, epoch: 124/125, loss: 1.1222, acc: 0.8279
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(TESTING) task: 38, epoch: 124/125, loss: 1.1579, acc: 0.8125
(TESTING) task: 38, epoch: 124/125, loss: 1.1952, acc: 0.7656
(TESTING) task: 38, epoch: 124/125, loss: 1.1945, acc: 0.7792
#params=56069
(TRAINING) task: 39, epoch: 0/125, loss: 1.6069, acc: 0.1992
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(TRAINING) task: 39, epoch: 0/125, loss: 1.6077, acc: 0.2201
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(TESTING) task: 39, epoch: 0/125, loss: 1.5973, acc: 0.2500
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(TESTING) task: 39, epoch: 0/125, loss: 1.6031, acc: 0.2292
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(TESTING) task: 39, epoch: 0/125, loss: 1.6080, acc: 0.2188
(TRAINING) task: 39, epoch: 1/125, loss: 1.6092, acc: 0.2109
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(TRAINING) task: 39, epoch: 1/125, loss: 1.6050, acc: 0.2396
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(TESTING) task: 39, epoch: 1/125, loss: 1.6015, acc: 0.3333
(TESTING) task: 39, epoch: 1/125, loss: 1.6056, acc: 0.2969
(TESTING) task: 39, epoch: 1/125, loss: 1.6059, acc: 0.2750
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(TRAINING) task: 39, epoch: 2/125, loss: 1.6065, acc: 0.2305
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(TRAINING) task: 39, epoch: 2/125, loss: 1.6023, acc: 0.2526
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(TESTING) task: 39, epoch: 2/125, loss: 1.6118, acc: 0.1875
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(TESTING) task: 39, epoch: 2/125, loss: 1.6049, acc: 0.3000
(TESTING) task: 39, epoch: 2/125, loss: 1.6023, acc: 0.2917
(TRAINING) task: 39, epoch: 3/125, loss: 1.6028, acc: 0.2500
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(TRAINING) task: 39, epoch: 3/125, loss: 1.5994, acc: 0.2773
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(TESTING) task: 39, epoch: 3/125, loss: 1.6095, acc: 0.3750
(TESTING) task: 39, epoch: 3/125, loss: 1.5940, acc: 0.4062
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(TESTING) task: 39, epoch: 4/125, loss: 1.5949, acc: 0.3125
(TESTING) task: 39, epoch: 4/125, loss: 1.5991, acc: 0.3333
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(TRAINING) task: 39, epoch: 32/125, loss: 1.4342, acc: 0.5273
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(TRAINING) task: 39, epoch: 113/125, loss: 1.1231, acc: 0.9531
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(TESTING) task: 39, epoch: 124/125, loss: 1.1226, acc: 0.9167
