#params=56069
#params=56069
(TRAINING) task: 0, epoch: 0/125, loss: 1.6073, acc: 0.2143
(TESTING) task: 0, epoch: 0/125, loss: 1.6016, acc: 0.1250
(TRAINING) task: 0, epoch: 1/125, loss: 1.6015, acc: 0.2738
(TESTING) task: 0, epoch: 1/125, loss: 1.5933, acc: 0.2500
(TRAINING) task: 0, epoch: 2/125, loss: 1.5955, acc: 0.3095
(TESTING) task: 0, epoch: 2/125, loss: 1.5890, acc: 0.3438
(TRAINING) task: 0, epoch: 3/125, loss: 1.5893, acc: 0.3810
(TESTING) task: 0, epoch: 3/125, loss: 1.5914, acc: 0.3750
(TRAINING) task: 0, epoch: 4/125, loss: 1.5831, acc: 0.4464
(TESTING) task: 0, epoch: 4/125, loss: 1.5923, acc: 0.3438
(TRAINING) task: 0, epoch: 5/125, loss: 1.5772, acc: 0.4583
(TESTING) task: 0, epoch: 5/125, loss: 1.5917, acc: 0.3750
(TRAINING) task: 0, epoch: 6/125, loss: 1.5713, acc: 0.5000
(TESTING) task: 0, epoch: 6/125, loss: 1.5755, acc: 0.4688
(TRAINING) task: 0, epoch: 7/125, loss: 1.5651, acc: 0.5536
(TESTING) task: 0, epoch: 7/125, loss: 1.5717, acc: 0.4688
(TRAINING) task: 0, epoch: 8/125, loss: 1.5592, acc: 0.5655
(TESTING) task: 0, epoch: 8/125, loss: 1.5653, acc: 0.5625
(TRAINING) task: 0, epoch: 9/125, loss: 1.5533, acc: 0.5833
(TESTING) task: 0, epoch: 9/125, loss: 1.5640, acc: 0.6250
(TRAINING) task: 0, epoch: 10/125, loss: 1.5474, acc: 0.6012
(TESTING) task: 0, epoch: 10/125, loss: 1.5734, acc: 0.4375
(TRAINING) task: 0, epoch: 11/125, loss: 1.5414, acc: 0.6369
(TESTING) task: 0, epoch: 11/125, loss: 1.5724, acc: 0.4375
(TRAINING) task: 0, epoch: 12/125, loss: 1.5353, acc: 0.6548
(TESTING) task: 0, epoch: 12/125, loss: 1.5672, acc: 0.3750
(TRAINING) task: 0, epoch: 13/125, loss: 1.5293, acc: 0.6845
(TESTING) task: 0, epoch: 13/125, loss: 1.5518, acc: 0.5000
(TRAINING) task: 0, epoch: 14/125, loss: 1.5233, acc: 0.7083
(TESTING) task: 0, epoch: 14/125, loss: 1.5608, acc: 0.4062
(TRAINING) task: 0, epoch: 15/125, loss: 1.5170, acc: 0.7143
(TESTING) task: 0, epoch: 15/125, loss: 1.5535, acc: 0.4375
(TRAINING) task: 0, epoch: 16/125, loss: 1.5109, acc: 0.7262
(TESTING) task: 0, epoch: 16/125, loss: 1.5484, acc: 0.5312
(TRAINING) task: 0, epoch: 17/125, loss: 1.5047, acc: 0.7321
(TESTING) task: 0, epoch: 17/125, loss: 1.5185, acc: 0.6250
(TRAINING) task: 0, epoch: 18/125, loss: 1.4983, acc: 0.7560
(TESTING) task: 0, epoch: 18/125, loss: 1.5127, acc: 0.7188
(TRAINING) task: 0, epoch: 19/125, loss: 1.4926, acc: 0.7619
(TESTING) task: 0, epoch: 19/125, loss: 1.5318, acc: 0.4375
(TRAINING) task: 0, epoch: 20/125, loss: 1.4863, acc: 0.7619
(TESTING) task: 0, epoch: 20/125, loss: 1.5141, acc: 0.5312
(TRAINING) task: 0, epoch: 21/125, loss: 1.4802, acc: 0.7560
(TESTING) task: 0, epoch: 21/125, loss: 1.5116, acc: 0.5312
(TRAINING) task: 0, epoch: 22/125, loss: 1.4745, acc: 0.7619
(TESTING) task: 0, epoch: 22/125, loss: 1.5174, acc: 0.5312
(TRAINING) task: 0, epoch: 23/125, loss: 1.4684, acc: 0.7679
(TESTING) task: 0, epoch: 23/125, loss: 1.5137, acc: 0.5312
(TRAINING) task: 0, epoch: 24/125, loss: 1.4628, acc: 0.7738
(TESTING) task: 0, epoch: 24/125, loss: 1.5102, acc: 0.6250
(TRAINING) task: 0, epoch: 25/125, loss: 1.4565, acc: 0.7917
(TESTING) task: 0, epoch: 25/125, loss: 1.5037, acc: 0.6250
(TRAINING) task: 0, epoch: 26/125, loss: 1.4495, acc: 0.7917
(TESTING) task: 0, epoch: 26/125, loss: 1.4958, acc: 0.6250
(TRAINING) task: 0, epoch: 27/125, loss: 1.4430, acc: 0.7976
(TESTING) task: 0, epoch: 27/125, loss: 1.5131, acc: 0.4375
(TRAINING) task: 0, epoch: 28/125, loss: 1.4355, acc: 0.8095
(TESTING) task: 0, epoch: 28/125, loss: 1.5068, acc: 0.4375
(TRAINING) task: 0, epoch: 29/125, loss: 1.4285, acc: 0.8214
(TESTING) task: 0, epoch: 29/125, loss: 1.4959, acc: 0.5312
(TRAINING) task: 0, epoch: 30/125, loss: 1.4210, acc: 0.8214
(TESTING) task: 0, epoch: 30/125, loss: 1.4797, acc: 0.6250
(TRAINING) task: 0, epoch: 31/125, loss: 1.4134, acc: 0.8274
(TESTING) task: 0, epoch: 31/125, loss: 1.4925, acc: 0.4375
(TRAINING) task: 0, epoch: 32/125, loss: 1.4053, acc: 0.8333
(TESTING) task: 0, epoch: 32/125, loss: 1.4995, acc: 0.4688
(TRAINING) task: 0, epoch: 33/125, loss: 1.3969, acc: 0.8512
(TESTING) task: 0, epoch: 33/125, loss: 1.4386, acc: 0.7500
(TRAINING) task: 0, epoch: 34/125, loss: 1.3888, acc: 0.8571
(TESTING) task: 0, epoch: 34/125, loss: 1.4192, acc: 0.7500
(TRAINING) task: 0, epoch: 35/125, loss: 1.3812, acc: 0.8631
(TESTING) task: 0, epoch: 35/125, loss: 1.4500, acc: 0.7188
(TRAINING) task: 0, epoch: 36/125, loss: 1.3735, acc: 0.8512
(TESTING) task: 0, epoch: 36/125, loss: 1.4403, acc: 0.7500
(TRAINING) task: 0, epoch: 37/125, loss: 1.3662, acc: 0.8512
(TESTING) task: 0, epoch: 37/125, loss: 1.4362, acc: 0.8438
(TRAINING) task: 0, epoch: 38/125, loss: 1.3583, acc: 0.8512
(TESTING) task: 0, epoch: 38/125, loss: 1.4633, acc: 0.6562
(TRAINING) task: 0, epoch: 39/125, loss: 1.3515, acc: 0.8512
(TESTING) task: 0, epoch: 39/125, loss: 1.4370, acc: 0.7500
(TRAINING) task: 0, epoch: 40/125, loss: 1.3449, acc: 0.8512
(TESTING) task: 0, epoch: 40/125, loss: 1.3943, acc: 0.8438
(TRAINING) task: 0, epoch: 41/125, loss: 1.3379, acc: 0.8512
(TESTING) task: 0, epoch: 41/125, loss: 1.4376, acc: 0.7500
(TRAINING) task: 0, epoch: 42/125, loss: 1.3315, acc: 0.8512
(TESTING) task: 0, epoch: 42/125, loss: 1.4341, acc: 0.7812
(TRAINING) task: 0, epoch: 43/125, loss: 1.3247, acc: 0.8512
(TESTING) task: 0, epoch: 43/125, loss: 1.4215, acc: 0.7812
(TRAINING) task: 0, epoch: 44/125, loss: 1.3185, acc: 0.8452
(TESTING) task: 0, epoch: 44/125, loss: 1.4283, acc: 0.7812
(TRAINING) task: 0, epoch: 45/125, loss: 1.3127, acc: 0.8452
(TESTING) task: 0, epoch: 45/125, loss: 1.4080, acc: 0.7812
(TRAINING) task: 0, epoch: 46/125, loss: 1.3062, acc: 0.8393
(TESTING) task: 0, epoch: 46/125, loss: 1.3641, acc: 0.8750
(TRAINING) task: 0, epoch: 47/125, loss: 1.3007, acc: 0.8393
(TESTING) task: 0, epoch: 47/125, loss: 1.4182, acc: 0.7812
(TRAINING) task: 0, epoch: 48/125, loss: 1.2951, acc: 0.8393
(TESTING) task: 0, epoch: 48/125, loss: 1.4002, acc: 0.7812
(TRAINING) task: 0, epoch: 49/125, loss: 1.2886, acc: 0.8393
(TESTING) task: 0, epoch: 49/125, loss: 1.3315, acc: 0.8750
(TRAINING) task: 0, epoch: 50/125, loss: 1.2833, acc: 0.8393
(TESTING) task: 0, epoch: 50/125, loss: 1.3604, acc: 0.8750
(TRAINING) task: 0, epoch: 51/125, loss: 1.2776, acc: 0.8333
(TESTING) task: 0, epoch: 51/125, loss: 1.4218, acc: 0.6875
(TRAINING) task: 0, epoch: 52/125, loss: 1.2723, acc: 0.8274
(TESTING) task: 0, epoch: 52/125, loss: 1.4108, acc: 0.6875
(TRAINING) task: 0, epoch: 53/125, loss: 1.2662, acc: 0.8333
(TESTING) task: 0, epoch: 53/125, loss: 1.3972, acc: 0.7812
(TRAINING) task: 0, epoch: 54/125, loss: 1.2614, acc: 0.8333
(TESTING) task: 0, epoch: 54/125, loss: 1.3826, acc: 0.7812
(TRAINING) task: 0, epoch: 55/125, loss: 1.2562, acc: 0.8274
(TESTING) task: 0, epoch: 55/125, loss: 1.3833, acc: 0.6875
(TRAINING) task: 0, epoch: 56/125, loss: 1.2513, acc: 0.8274
(TESTING) task: 0, epoch: 56/125, loss: 1.3747, acc: 0.7812
(TRAINING) task: 0, epoch: 57/125, loss: 1.2464, acc: 0.8274
(TESTING) task: 0, epoch: 57/125, loss: 1.2921, acc: 0.8750
(TRAINING) task: 0, epoch: 58/125, loss: 1.2414, acc: 0.8274
(TESTING) task: 0, epoch: 58/125, loss: 1.3954, acc: 0.6875
(TRAINING) task: 0, epoch: 59/125, loss: 1.2363, acc: 0.8274
(TESTING) task: 0, epoch: 59/125, loss: 1.3574, acc: 0.7812
(TRAINING) task: 0, epoch: 60/125, loss: 1.2325, acc: 0.8274
(TESTING) task: 0, epoch: 60/125, loss: 1.3592, acc: 0.7812
(TRAINING) task: 0, epoch: 61/125, loss: 1.2271, acc: 0.8274
(TESTING) task: 0, epoch: 61/125, loss: 1.3576, acc: 0.7812
(TRAINING) task: 0, epoch: 62/125, loss: 1.2220, acc: 0.8274
(TESTING) task: 0, epoch: 62/125, loss: 1.2784, acc: 0.8750
(TRAINING) task: 0, epoch: 63/125, loss: 1.2171, acc: 0.8274
(TESTING) task: 0, epoch: 63/125, loss: 1.3884, acc: 0.6875
(TRAINING) task: 0, epoch: 64/125, loss: 1.2118, acc: 0.8333
(TESTING) task: 0, epoch: 64/125, loss: 1.3243, acc: 0.7812
(TRAINING) task: 0, epoch: 65/125, loss: 1.2065, acc: 0.8333
(TESTING) task: 0, epoch: 65/125, loss: 1.3206, acc: 0.7812
(TRAINING) task: 0, epoch: 66/125, loss: 1.2015, acc: 0.8393
(TESTING) task: 0, epoch: 66/125, loss: 1.3800, acc: 0.6875
(TRAINING) task: 0, epoch: 67/125, loss: 1.1969, acc: 0.8393
(TESTING) task: 0, epoch: 67/125, loss: 1.2628, acc: 0.8750
(TRAINING) task: 0, epoch: 68/125, loss: 1.1912, acc: 0.8393
(TESTING) task: 0, epoch: 68/125, loss: 1.2675, acc: 0.8750
(TRAINING) task: 0, epoch: 69/125, loss: 1.1861, acc: 0.8274
(TESTING) task: 0, epoch: 69/125, loss: 1.3705, acc: 0.6875
(TRAINING) task: 0, epoch: 70/125, loss: 1.1813, acc: 0.8333
(TESTING) task: 0, epoch: 70/125, loss: 1.3053, acc: 0.7812
(TRAINING) task: 0, epoch: 71/125, loss: 1.1763, acc: 0.8274
(TESTING) task: 0, epoch: 71/125, loss: 1.3138, acc: 0.7812
(TRAINING) task: 0, epoch: 72/125, loss: 1.1720, acc: 0.8274
(TESTING) task: 0, epoch: 72/125, loss: 1.3465, acc: 0.6875
(TRAINING) task: 0, epoch: 73/125, loss: 1.1682, acc: 0.8274
(TESTING) task: 0, epoch: 73/125, loss: 1.2482, acc: 0.8750
(TRAINING) task: 0, epoch: 74/125, loss: 1.1635, acc: 0.8274
(TESTING) task: 0, epoch: 74/125, loss: 1.3479, acc: 0.6875
(TRAINING) task: 0, epoch: 75/125, loss: 1.1593, acc: 0.8274
(TESTING) task: 0, epoch: 75/125, loss: 1.2927, acc: 0.7812
(TRAINING) task: 0, epoch: 76/125, loss: 1.1554, acc: 0.8274
(TESTING) task: 0, epoch: 76/125, loss: 1.2220, acc: 0.8750
(TRAINING) task: 0, epoch: 77/125, loss: 1.1520, acc: 0.8274
(TESTING) task: 0, epoch: 77/125, loss: 1.1933, acc: 0.8750
(TRAINING) task: 0, epoch: 78/125, loss: 1.1484, acc: 0.8274
(TESTING) task: 0, epoch: 78/125, loss: 1.2217, acc: 0.8750
(TRAINING) task: 0, epoch: 79/125, loss: 1.1443, acc: 0.8333
(TESTING) task: 0, epoch: 79/125, loss: 1.2564, acc: 0.7812
(TRAINING) task: 0, epoch: 80/125, loss: 1.1408, acc: 0.8333
(TESTING) task: 0, epoch: 80/125, loss: 1.2310, acc: 0.7812
(TRAINING) task: 0, epoch: 81/125, loss: 1.1369, acc: 0.8333
(TESTING) task: 0, epoch: 81/125, loss: 1.1872, acc: 0.8750
(TRAINING) task: 0, epoch: 82/125, loss: 1.1332, acc: 0.8333
(TESTING) task: 0, epoch: 82/125, loss: 1.2454, acc: 0.7812
(TRAINING) task: 0, epoch: 83/125, loss: 1.1295, acc: 0.8333
(TESTING) task: 0, epoch: 83/125, loss: 1.1660, acc: 0.8750
(TRAINING) task: 0, epoch: 84/125, loss: 1.1261, acc: 0.8333
(TESTING) task: 0, epoch: 84/125, loss: 1.1783, acc: 0.8750
(TRAINING) task: 0, epoch: 85/125, loss: 1.1226, acc: 0.8393
(TESTING) task: 0, epoch: 85/125, loss: 1.3109, acc: 0.6875
(TRAINING) task: 0, epoch: 86/125, loss: 1.1193, acc: 0.8452
(TESTING) task: 0, epoch: 86/125, loss: 1.2253, acc: 0.7812
(TRAINING) task: 0, epoch: 87/125, loss: 1.1161, acc: 0.8512
(TESTING) task: 0, epoch: 87/125, loss: 1.1639, acc: 0.8750
(TRAINING) task: 0, epoch: 88/125, loss: 1.1130, acc: 0.8571
(TESTING) task: 0, epoch: 88/125, loss: 1.1451, acc: 0.8750
(TRAINING) task: 0, epoch: 89/125, loss: 1.1104, acc: 0.8571
(TESTING) task: 0, epoch: 89/125, loss: 1.2031, acc: 0.7812
(TRAINING) task: 0, epoch: 90/125, loss: 1.1080, acc: 0.8571
(TESTING) task: 0, epoch: 90/125, loss: 1.1477, acc: 0.8750
(TRAINING) task: 0, epoch: 91/125, loss: 1.1058, acc: 0.8571
(TESTING) task: 0, epoch: 91/125, loss: 1.1430, acc: 0.8750
(TRAINING) task: 0, epoch: 92/125, loss: 1.1039, acc: 0.8631
(TESTING) task: 0, epoch: 92/125, loss: 1.2015, acc: 0.7812
(TRAINING) task: 0, epoch: 93/125, loss: 1.1024, acc: 0.8631
(TESTING) task: 0, epoch: 93/125, loss: 1.1875, acc: 0.7812
(TRAINING) task: 0, epoch: 94/125, loss: 1.1009, acc: 0.8631
(TESTING) task: 0, epoch: 94/125, loss: 1.2892, acc: 0.6875
(TRAINING) task: 0, epoch: 95/125, loss: 1.0992, acc: 0.8631
(TESTING) task: 0, epoch: 95/125, loss: 1.1511, acc: 0.8750
(TRAINING) task: 0, epoch: 96/125, loss: 1.0974, acc: 0.8690
(TESTING) task: 0, epoch: 96/125, loss: 1.1312, acc: 0.8750
(TRAINING) task: 0, epoch: 97/125, loss: 1.0961, acc: 0.8750
(TESTING) task: 0, epoch: 97/125, loss: 1.1427, acc: 0.8438
(TRAINING) task: 0, epoch: 98/125, loss: 1.0954, acc: 0.8810
(TESTING) task: 0, epoch: 98/125, loss: 1.2833, acc: 0.6562
(TRAINING) task: 0, epoch: 99/125, loss: 1.0939, acc: 0.8810
(TESTING) task: 0, epoch: 99/125, loss: 1.2249, acc: 0.7500
(TRAINING) task: 0, epoch: 100/125, loss: 1.0925, acc: 0.8810
(TESTING) task: 0, epoch: 100/125, loss: 1.2000, acc: 0.7500
(TRAINING) task: 0, epoch: 101/125, loss: 1.0907, acc: 0.8810
(TESTING) task: 0, epoch: 101/125, loss: 1.2857, acc: 0.6562
(TRAINING) task: 0, epoch: 102/125, loss: 1.0897, acc: 0.8810
(TESTING) task: 0, epoch: 102/125, loss: 1.1283, acc: 0.8438
(TRAINING) task: 0, epoch: 103/125, loss: 1.0881, acc: 0.8810
(TESTING) task: 0, epoch: 103/125, loss: 1.1767, acc: 0.7500
(TRAINING) task: 0, epoch: 104/125, loss: 1.0872, acc: 0.8810
(TESTING) task: 0, epoch: 104/125, loss: 1.1258, acc: 0.8438
(TRAINING) task: 0, epoch: 105/125, loss: 1.0853, acc: 0.8810
(TESTING) task: 0, epoch: 105/125, loss: 1.1911, acc: 0.7500
(TRAINING) task: 0, epoch: 106/125, loss: 1.0834, acc: 0.8810
(TESTING) task: 0, epoch: 106/125, loss: 1.2155, acc: 0.7500
(TRAINING) task: 0, epoch: 107/125, loss: 1.0815, acc: 0.8810
(TESTING) task: 0, epoch: 107/125, loss: 1.1929, acc: 0.7500
(TRAINING) task: 0, epoch: 108/125, loss: 1.0791, acc: 0.8810
(TESTING) task: 0, epoch: 108/125, loss: 1.2654, acc: 0.6562
(TRAINING) task: 0, epoch: 109/125, loss: 1.0767, acc: 0.8810
(TESTING) task: 0, epoch: 109/125, loss: 1.2076, acc: 0.7500
(TRAINING) task: 0, epoch: 110/125, loss: 1.0742, acc: 0.8810
(TESTING) task: 0, epoch: 110/125, loss: 1.2542, acc: 0.6562
(TRAINING) task: 0, epoch: 111/125, loss: 1.0714, acc: 0.8810
(TESTING) task: 0, epoch: 111/125, loss: 1.1030, acc: 0.8438
(TRAINING) task: 0, epoch: 112/125, loss: 1.0685, acc: 0.8810
(TESTING) task: 0, epoch: 112/125, loss: 1.1894, acc: 0.7500
(TRAINING) task: 0, epoch: 113/125, loss: 1.0656, acc: 0.8929
(TESTING) task: 0, epoch: 113/125, loss: 1.1155, acc: 0.8438
(TRAINING) task: 0, epoch: 114/125, loss: 1.0625, acc: 0.8929
(TESTING) task: 0, epoch: 114/125, loss: 1.0896, acc: 0.8438
(TRAINING) task: 0, epoch: 115/125, loss: 1.0596, acc: 0.8929
(TESTING) task: 0, epoch: 115/125, loss: 1.1582, acc: 0.7500
(TRAINING) task: 0, epoch: 116/125, loss: 1.0570, acc: 0.8988
(TESTING) task: 0, epoch: 116/125, loss: 1.1691, acc: 0.7500
(TRAINING) task: 0, epoch: 117/125, loss: 1.0542, acc: 0.8988
(TESTING) task: 0, epoch: 117/125, loss: 1.2291, acc: 0.6562
(TRAINING) task: 0, epoch: 118/125, loss: 1.0514, acc: 0.9048
(TESTING) task: 0, epoch: 118/125, loss: 1.1384, acc: 0.7500
(TRAINING) task: 0, epoch: 119/125, loss: 1.0488, acc: 0.9107
(TESTING) task: 0, epoch: 119/125, loss: 1.1444, acc: 0.7500
(TRAINING) task: 0, epoch: 120/125, loss: 1.0463, acc: 0.9107
(TESTING) task: 0, epoch: 120/125, loss: 1.2379, acc: 0.6562
(TRAINING) task: 0, epoch: 121/125, loss: 1.0440, acc: 0.9167
(TESTING) task: 0, epoch: 121/125, loss: 1.1384, acc: 0.7500
(TRAINING) task: 0, epoch: 122/125, loss: 1.0414, acc: 0.9167
(TESTING) task: 0, epoch: 122/125, loss: 1.2147, acc: 0.6562
(TRAINING) task: 0, epoch: 123/125, loss: 1.0394, acc: 0.9167
(TESTING) task: 0, epoch: 123/125, loss: 1.0713, acc: 0.8750
(TRAINING) task: 0, epoch: 124/125, loss: 1.0372, acc: 0.9167
(TESTING) task: 0, epoch: 124/125, loss: 1.1471, acc: 0.7812
#params=56069
(TRAINING) task: 1, epoch: 0/125, loss: 1.6107, acc: 0.1721
(TESTING) task: 1, epoch: 0/125, loss: 1.6107, acc: 0.0500
(TRAINING) task: 1, epoch: 1/125, loss: 1.6057, acc: 0.2140
(TESTING) task: 1, epoch: 1/125, loss: 1.6096, acc: 0.0625
(TRAINING) task: 1, epoch: 2/125, loss: 1.6008, acc: 0.2884
(TESTING) task: 1, epoch: 2/125, loss: 1.6068, acc: 0.1125
(TRAINING) task: 1, epoch: 3/125, loss: 1.5957, acc: 0.3395
(TESTING) task: 1, epoch: 3/125, loss: 1.6050, acc: 0.0938
(TRAINING) task: 1, epoch: 4/125, loss: 1.5908, acc: 0.3674
(TESTING) task: 1, epoch: 4/125, loss: 1.6035, acc: 0.1438
(TRAINING) task: 1, epoch: 5/125, loss: 1.5858, acc: 0.3953
(TESTING) task: 1, epoch: 5/125, loss: 1.5964, acc: 0.2625
(TRAINING) task: 1, epoch: 6/125, loss: 1.5807, acc: 0.4605
(TESTING) task: 1, epoch: 6/125, loss: 1.5923, acc: 0.2750
(TRAINING) task: 1, epoch: 7/125, loss: 1.5756, acc: 0.5070
(TESTING) task: 1, epoch: 7/125, loss: 1.5919, acc: 0.3250
(TRAINING) task: 1, epoch: 8/125, loss: 1.5705, acc: 0.5349
(TESTING) task: 1, epoch: 8/125, loss: 1.5889, acc: 0.3063
(TRAINING) task: 1, epoch: 9/125, loss: 1.5653, acc: 0.5721
(TESTING) task: 1, epoch: 9/125, loss: 1.5879, acc: 0.4000
(TRAINING) task: 1, epoch: 10/125, loss: 1.5598, acc: 0.5860
(TESTING) task: 1, epoch: 10/125, loss: 1.5818, acc: 0.4563
(TRAINING) task: 1, epoch: 11/125, loss: 1.5545, acc: 0.5907
(TESTING) task: 1, epoch: 11/125, loss: 1.5811, acc: 0.4000
(TRAINING) task: 1, epoch: 12/125, loss: 1.5488, acc: 0.6140
(TESTING) task: 1, epoch: 12/125, loss: 1.5770, acc: 0.4375
(TRAINING) task: 1, epoch: 13/125, loss: 1.5432, acc: 0.6372
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(TRAINING) task: 1, epoch: 20/125, loss: 1.5006, acc: 0.7163
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(TRAINING) task: 1, epoch: 21/125, loss: 1.4940, acc: 0.7256
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(TRAINING) task: 1, epoch: 22/125, loss: 1.4877, acc: 0.7116
(TESTING) task: 1, epoch: 22/125, loss: 1.5403, acc: 0.5938
(TRAINING) task: 1, epoch: 23/125, loss: 1.4811, acc: 0.7209
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(TRAINING) task: 1, epoch: 24/125, loss: 1.4740, acc: 0.7256
(TESTING) task: 1, epoch: 24/125, loss: 1.5270, acc: 0.5625
(TRAINING) task: 1, epoch: 25/125, loss: 1.4673, acc: 0.7302
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(TESTING) task: 1, epoch: 27/125, loss: 1.5240, acc: 0.5125
(TRAINING) task: 1, epoch: 28/125, loss: 1.4464, acc: 0.7395
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(TRAINING) task: 1, epoch: 29/125, loss: 1.4392, acc: 0.7349
(TESTING) task: 1, epoch: 29/125, loss: 1.5033, acc: 0.5188
(TRAINING) task: 1, epoch: 30/125, loss: 1.4325, acc: 0.7442
(TESTING) task: 1, epoch: 30/125, loss: 1.5075, acc: 0.4813
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(TRAINING) task: 1, epoch: 34/125, loss: 1.4058, acc: 0.7302
(TESTING) task: 1, epoch: 34/125, loss: 1.4862, acc: 0.4813
(TRAINING) task: 1, epoch: 35/125, loss: 1.3999, acc: 0.7302
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(TRAINING) task: 1, epoch: 36/125, loss: 1.3933, acc: 0.7209
(TESTING) task: 1, epoch: 36/125, loss: 1.4779, acc: 0.4813
(TRAINING) task: 1, epoch: 37/125, loss: 1.3876, acc: 0.7163
(TESTING) task: 1, epoch: 37/125, loss: 1.4633, acc: 0.5000
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(TESTING) task: 1, epoch: 40/125, loss: 1.4713, acc: 0.4625
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(TESTING) task: 1, epoch: 41/125, loss: 1.4537, acc: 0.4625
(TRAINING) task: 1, epoch: 42/125, loss: 1.3561, acc: 0.6977
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(TRAINING) task: 1, epoch: 43/125, loss: 1.3496, acc: 0.6930
(TESTING) task: 1, epoch: 43/125, loss: 1.4619, acc: 0.4438
(TRAINING) task: 1, epoch: 44/125, loss: 1.3429, acc: 0.6930
(TESTING) task: 1, epoch: 44/125, loss: 1.4328, acc: 0.4813
(TRAINING) task: 1, epoch: 45/125, loss: 1.3362, acc: 0.6884
(TESTING) task: 1, epoch: 45/125, loss: 1.4099, acc: 0.5188
(TRAINING) task: 1, epoch: 46/125, loss: 1.3301, acc: 0.6884
(TESTING) task: 1, epoch: 46/125, loss: 1.4175, acc: 0.5000
(TRAINING) task: 1, epoch: 47/125, loss: 1.3236, acc: 0.7023
(TESTING) task: 1, epoch: 47/125, loss: 1.3927, acc: 0.5375
(TRAINING) task: 1, epoch: 48/125, loss: 1.3177, acc: 0.7163
(TESTING) task: 1, epoch: 48/125, loss: 1.4126, acc: 0.5125
(TRAINING) task: 1, epoch: 49/125, loss: 1.3122, acc: 0.7163
(TESTING) task: 1, epoch: 49/125, loss: 1.4104, acc: 0.5312
(TRAINING) task: 1, epoch: 50/125, loss: 1.3068, acc: 0.7256
(TESTING) task: 1, epoch: 50/125, loss: 1.3795, acc: 0.5875
(TRAINING) task: 1, epoch: 51/125, loss: 1.3018, acc: 0.7302
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(TESTING) task: 1, epoch: 57/125, loss: 1.3630, acc: 0.5938
(TRAINING) task: 1, epoch: 58/125, loss: 1.2705, acc: 0.7628
(TESTING) task: 1, epoch: 58/125, loss: 1.3478, acc: 0.6125
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(TESTING) task: 1, epoch: 59/125, loss: 1.3277, acc: 0.6500
(TRAINING) task: 1, epoch: 60/125, loss: 1.2627, acc: 0.7674
(TESTING) task: 1, epoch: 60/125, loss: 1.3148, acc: 0.7313
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(TESTING) task: 1, epoch: 61/125, loss: 1.3269, acc: 0.6937
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(TESTING) task: 1, epoch: 82/125, loss: 1.2185, acc: 0.7938
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(TESTING) task: 1, epoch: 86/125, loss: 1.2157, acc: 0.8250
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(TESTING) task: 1, epoch: 87/125, loss: 1.2239, acc: 0.8063
(TRAINING) task: 1, epoch: 88/125, loss: 1.1399, acc: 0.8884
(TESTING) task: 1, epoch: 88/125, loss: 1.2144, acc: 0.8250
(TRAINING) task: 1, epoch: 89/125, loss: 1.1363, acc: 0.8930
(TESTING) task: 1, epoch: 89/125, loss: 1.2213, acc: 0.8063
(TRAINING) task: 1, epoch: 90/125, loss: 1.1331, acc: 0.8884
(TESTING) task: 1, epoch: 90/125, loss: 1.2102, acc: 0.7875
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(TESTING) task: 1, epoch: 91/125, loss: 1.2072, acc: 0.8563
(TRAINING) task: 1, epoch: 92/125, loss: 1.1274, acc: 0.8837
(TESTING) task: 1, epoch: 92/125, loss: 1.1852, acc: 0.8750
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(TESTING) task: 1, epoch: 94/125, loss: 1.1787, acc: 0.8438
(TRAINING) task: 1, epoch: 95/125, loss: 1.1205, acc: 0.8791
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(TESTING) task: 1, epoch: 96/125, loss: 1.1946, acc: 0.8063
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(TESTING) task: 1, epoch: 97/125, loss: 1.1761, acc: 0.8250
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(TRAINING) task: 1, epoch: 99/125, loss: 1.1133, acc: 0.8791
(TESTING) task: 1, epoch: 99/125, loss: 1.2014, acc: 0.7875
(TRAINING) task: 1, epoch: 100/125, loss: 1.1112, acc: 0.8837
(TESTING) task: 1, epoch: 100/125, loss: 1.1733, acc: 0.8250
(TRAINING) task: 1, epoch: 101/125, loss: 1.1090, acc: 0.8837
(TESTING) task: 1, epoch: 101/125, loss: 1.1939, acc: 0.8063
(TRAINING) task: 1, epoch: 102/125, loss: 1.1070, acc: 0.8837
(TESTING) task: 1, epoch: 102/125, loss: 1.2032, acc: 0.7688
(TRAINING) task: 1, epoch: 103/125, loss: 1.1044, acc: 0.8837
(TESTING) task: 1, epoch: 103/125, loss: 1.1928, acc: 0.7875
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(TESTING) task: 1, epoch: 104/125, loss: 1.1684, acc: 0.8250
(TRAINING) task: 1, epoch: 105/125, loss: 1.0999, acc: 0.8791
(TESTING) task: 1, epoch: 105/125, loss: 1.1971, acc: 0.7875
(TRAINING) task: 1, epoch: 106/125, loss: 1.0982, acc: 0.8791
(TESTING) task: 1, epoch: 106/125, loss: 1.1670, acc: 0.8250
(TRAINING) task: 1, epoch: 107/125, loss: 1.0958, acc: 0.8837
(TESTING) task: 1, epoch: 107/125, loss: 1.1782, acc: 0.8063
(TRAINING) task: 1, epoch: 108/125, loss: 1.0941, acc: 0.8837
(TESTING) task: 1, epoch: 108/125, loss: 1.1645, acc: 0.7750
(TRAINING) task: 1, epoch: 109/125, loss: 1.0922, acc: 0.8884
(TESTING) task: 1, epoch: 109/125, loss: 1.1903, acc: 0.7375
(TRAINING) task: 1, epoch: 110/125, loss: 1.0899, acc: 0.8930
(TESTING) task: 1, epoch: 110/125, loss: 1.1433, acc: 0.7938
(TRAINING) task: 1, epoch: 111/125, loss: 1.0879, acc: 0.8930
(TESTING) task: 1, epoch: 111/125, loss: 1.1799, acc: 0.7875
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(TESTING) task: 1, epoch: 112/125, loss: 1.1706, acc: 0.8063
(TRAINING) task: 1, epoch: 113/125, loss: 1.0839, acc: 0.8930
(TESTING) task: 1, epoch: 113/125, loss: 1.1814, acc: 0.7875
(TRAINING) task: 1, epoch: 114/125, loss: 1.0823, acc: 0.8930
(TESTING) task: 1, epoch: 114/125, loss: 1.1490, acc: 0.8250
(TRAINING) task: 1, epoch: 115/125, loss: 1.0802, acc: 0.8977
(TESTING) task: 1, epoch: 115/125, loss: 1.1564, acc: 0.8063
(TRAINING) task: 1, epoch: 116/125, loss: 1.0783, acc: 0.8977
(TESTING) task: 1, epoch: 116/125, loss: 1.1550, acc: 0.8063
(TRAINING) task: 1, epoch: 117/125, loss: 1.0763, acc: 0.9070
(TESTING) task: 1, epoch: 117/125, loss: 1.1475, acc: 0.8250
(TRAINING) task: 1, epoch: 118/125, loss: 1.0749, acc: 0.9116
(TESTING) task: 1, epoch: 118/125, loss: 1.1333, acc: 0.8438
(TRAINING) task: 1, epoch: 119/125, loss: 1.0728, acc: 0.9163
(TESTING) task: 1, epoch: 119/125, loss: 1.1463, acc: 0.8250
(TRAINING) task: 1, epoch: 120/125, loss: 1.0710, acc: 0.9163
(TESTING) task: 1, epoch: 120/125, loss: 1.1920, acc: 0.7688
(TRAINING) task: 1, epoch: 121/125, loss: 1.0692, acc: 0.9209
(TESTING) task: 1, epoch: 121/125, loss: 1.1632, acc: 0.8063
(TRAINING) task: 1, epoch: 122/125, loss: 1.0669, acc: 0.9256
(TESTING) task: 1, epoch: 122/125, loss: 1.1783, acc: 0.7688
(TRAINING) task: 1, epoch: 123/125, loss: 1.0652, acc: 0.9256
(TESTING) task: 1, epoch: 123/125, loss: 1.1801, acc: 0.7875
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(TESTING) task: 1, epoch: 124/125, loss: 1.1685, acc: 0.7562
#params=56069
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(TRAINING) task: 2, epoch: 1/125, loss: 1.5883, acc: 0.1270
(TESTING) task: 2, epoch: 1/125, loss: 1.5985, acc: 0.3563
(TRAINING) task: 2, epoch: 2/125, loss: 1.6064, acc: 0.1406
(TESTING) task: 2, epoch: 2/125, loss: 1.5958, acc: 0.3896
(TRAINING) task: 2, epoch: 3/125, loss: 1.5836, acc: 0.6465
(TESTING) task: 2, epoch: 3/125, loss: 1.5936, acc: 0.4813
(TRAINING) task: 2, epoch: 4/125, loss: 1.5953, acc: 0.6660
(TESTING) task: 2, epoch: 4/125, loss: 1.5912, acc: 0.4792
(TRAINING) task: 2, epoch: 5/125, loss: 1.5730, acc: 0.6797
(TESTING) task: 2, epoch: 5/125, loss: 1.5874, acc: 0.4500
(TRAINING) task: 2, epoch: 6/125, loss: 1.6062, acc: 0.1875
(TESTING) task: 2, epoch: 6/125, loss: 1.5843, acc: 0.4521
(TRAINING) task: 2, epoch: 7/125, loss: 1.6035, acc: 0.2012
(TESTING) task: 2, epoch: 7/125, loss: 1.5806, acc: 0.5167
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(TESTING) task: 2, epoch: 8/125, loss: 1.5763, acc: 0.5563
(TRAINING) task: 2, epoch: 9/125, loss: 1.5889, acc: 0.2207
(TESTING) task: 2, epoch: 9/125, loss: 1.5731, acc: 0.5188
(TRAINING) task: 2, epoch: 10/125, loss: 1.5968, acc: 0.2246
(TESTING) task: 2, epoch: 10/125, loss: 1.5685, acc: 0.4854
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(TESTING) task: 2, epoch: 11/125, loss: 1.5651, acc: 0.4854
(TRAINING) task: 2, epoch: 12/125, loss: 1.4972, acc: 0.7402
(TESTING) task: 2, epoch: 12/125, loss: 1.5615, acc: 0.4833
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(TESTING) task: 2, epoch: 13/125, loss: 1.5578, acc: 0.4854
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(TRAINING) task: 2, epoch: 15/125, loss: 1.5353, acc: 0.7461
(TESTING) task: 2, epoch: 15/125, loss: 1.5519, acc: 0.4833
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(TESTING) task: 2, epoch: 16/125, loss: 1.5504, acc: 0.4813
(TRAINING) task: 2, epoch: 17/125, loss: 1.5832, acc: 0.2461
(TESTING) task: 2, epoch: 17/125, loss: 1.5472, acc: 0.4813
(TRAINING) task: 2, epoch: 18/125, loss: 1.4819, acc: 0.7461
(TESTING) task: 2, epoch: 18/125, loss: 1.5436, acc: 0.4479
(TRAINING) task: 2, epoch: 19/125, loss: 1.5383, acc: 0.2422
(TESTING) task: 2, epoch: 19/125, loss: 1.5387, acc: 0.4479
(TRAINING) task: 2, epoch: 20/125, loss: 1.4252, acc: 0.7363
(TESTING) task: 2, epoch: 20/125, loss: 1.5342, acc: 0.4146
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(TESTING) task: 2, epoch: 21/125, loss: 1.5277, acc: 0.4229
(TRAINING) task: 2, epoch: 22/125, loss: 1.4551, acc: 0.7363
(TESTING) task: 2, epoch: 22/125, loss: 1.5223, acc: 0.4188
(TRAINING) task: 2, epoch: 23/125, loss: 1.5047, acc: 0.7344
(TESTING) task: 2, epoch: 23/125, loss: 1.5178, acc: 0.4188
(TRAINING) task: 2, epoch: 24/125, loss: 1.4324, acc: 0.7383
(TESTING) task: 2, epoch: 24/125, loss: 1.5111, acc: 0.4229
(TRAINING) task: 2, epoch: 25/125, loss: 1.4461, acc: 0.7422
(TESTING) task: 2, epoch: 25/125, loss: 1.5039, acc: 0.4563
(TRAINING) task: 2, epoch: 26/125, loss: 1.5831, acc: 0.2520
(TESTING) task: 2, epoch: 26/125, loss: 1.4980, acc: 0.4542
(TRAINING) task: 2, epoch: 27/125, loss: 1.5946, acc: 0.2520
(TESTING) task: 2, epoch: 27/125, loss: 1.4933, acc: 0.3875
(TRAINING) task: 2, epoch: 28/125, loss: 1.4750, acc: 0.7480
(TESTING) task: 2, epoch: 28/125, loss: 1.4895, acc: 0.4167
(TRAINING) task: 2, epoch: 29/125, loss: 1.4234, acc: 0.7539
(TESTING) task: 2, epoch: 29/125, loss: 1.4839, acc: 0.4146
(TRAINING) task: 2, epoch: 30/125, loss: 1.5038, acc: 0.2598
(TESTING) task: 2, epoch: 30/125, loss: 1.4775, acc: 0.4188
(TRAINING) task: 2, epoch: 31/125, loss: 1.2801, acc: 0.7598
(TESTING) task: 2, epoch: 31/125, loss: 1.4714, acc: 0.4188
(TRAINING) task: 2, epoch: 32/125, loss: 1.5066, acc: 0.2754
(TESTING) task: 2, epoch: 32/125, loss: 1.4656, acc: 0.4542
(TRAINING) task: 2, epoch: 33/125, loss: 1.5512, acc: 0.2773
(TESTING) task: 2, epoch: 33/125, loss: 1.4613, acc: 0.4500
(TRAINING) task: 2, epoch: 34/125, loss: 1.5727, acc: 0.2891
(TESTING) task: 2, epoch: 34/125, loss: 1.4593, acc: 0.4479
(TRAINING) task: 2, epoch: 35/125, loss: 1.3358, acc: 0.7969
(TESTING) task: 2, epoch: 35/125, loss: 1.4545, acc: 0.4813
(TRAINING) task: 2, epoch: 36/125, loss: 1.2703, acc: 0.8027
(TESTING) task: 2, epoch: 36/125, loss: 1.4485, acc: 0.4833
(TRAINING) task: 2, epoch: 37/125, loss: 1.5420, acc: 0.3066
(TESTING) task: 2, epoch: 37/125, loss: 1.4452, acc: 0.4854
(TRAINING) task: 2, epoch: 38/125, loss: 1.2289, acc: 0.8027
(TESTING) task: 2, epoch: 38/125, loss: 1.4437, acc: 0.4792
(TRAINING) task: 2, epoch: 39/125, loss: 1.2335, acc: 0.8027
(TESTING) task: 2, epoch: 39/125, loss: 1.4413, acc: 0.4771
(TRAINING) task: 2, epoch: 40/125, loss: 1.2332, acc: 0.8047
(TESTING) task: 2, epoch: 40/125, loss: 1.4346, acc: 0.4792
(TRAINING) task: 2, epoch: 41/125, loss: 1.4970, acc: 0.3125
(TESTING) task: 2, epoch: 41/125, loss: 1.4278, acc: 0.4833
(TRAINING) task: 2, epoch: 42/125, loss: 1.2116, acc: 0.8105
(TESTING) task: 2, epoch: 42/125, loss: 1.4218, acc: 0.4854
(TRAINING) task: 2, epoch: 43/125, loss: 1.1950, acc: 0.8125
(TESTING) task: 2, epoch: 43/125, loss: 1.4164, acc: 0.5167
(TRAINING) task: 2, epoch: 44/125, loss: 1.3056, acc: 0.8145
(TESTING) task: 2, epoch: 44/125, loss: 1.4072, acc: 0.5188
(TRAINING) task: 2, epoch: 45/125, loss: 1.4857, acc: 0.3164
(TESTING) task: 2, epoch: 45/125, loss: 1.4017, acc: 0.5188
(TRAINING) task: 2, epoch: 46/125, loss: 1.2549, acc: 0.8145
(TESTING) task: 2, epoch: 46/125, loss: 1.3949, acc: 0.5500
(TRAINING) task: 2, epoch: 47/125, loss: 1.1676, acc: 0.8164
(TESTING) task: 2, epoch: 47/125, loss: 1.3923, acc: 0.5438
(TRAINING) task: 2, epoch: 48/125, loss: 1.1627, acc: 0.8164
(TESTING) task: 2, epoch: 48/125, loss: 1.3838, acc: 0.5479
(TRAINING) task: 2, epoch: 49/125, loss: 1.3216, acc: 0.8203
(TESTING) task: 2, epoch: 49/125, loss: 1.3721, acc: 0.5542
(TRAINING) task: 2, epoch: 50/125, loss: 1.2039, acc: 0.8223
(TESTING) task: 2, epoch: 50/125, loss: 1.3662, acc: 0.5854
(TRAINING) task: 2, epoch: 51/125, loss: 1.2134, acc: 0.8242
(TESTING) task: 2, epoch: 51/125, loss: 1.3615, acc: 0.5813
(TRAINING) task: 2, epoch: 52/125, loss: 1.2445, acc: 0.8242
(TESTING) task: 2, epoch: 52/125, loss: 1.3558, acc: 0.5813
(TRAINING) task: 2, epoch: 53/125, loss: 1.1457, acc: 0.8242
(TESTING) task: 2, epoch: 53/125, loss: 1.3501, acc: 0.5792
(TRAINING) task: 2, epoch: 54/125, loss: 1.1678, acc: 0.8223
(TESTING) task: 2, epoch: 54/125, loss: 1.3437, acc: 0.5813
(TRAINING) task: 2, epoch: 55/125, loss: 1.2063, acc: 0.8223
(TESTING) task: 2, epoch: 55/125, loss: 1.3419, acc: 0.6146
(TRAINING) task: 2, epoch: 56/125, loss: 1.5113, acc: 0.3223
(TESTING) task: 2, epoch: 56/125, loss: 1.3388, acc: 0.6188
(TRAINING) task: 2, epoch: 57/125, loss: 1.5092, acc: 0.3203
(TESTING) task: 2, epoch: 57/125, loss: 1.3470, acc: 0.5792
(TRAINING) task: 2, epoch: 58/125, loss: 1.5701, acc: 0.3164
(TESTING) task: 2, epoch: 58/125, loss: 1.3480, acc: 0.5833
(TRAINING) task: 2, epoch: 59/125, loss: 1.1263, acc: 0.8145
(TESTING) task: 2, epoch: 59/125, loss: 1.3559, acc: 0.5479
(TRAINING) task: 2, epoch: 60/125, loss: 1.1819, acc: 0.8145
(TESTING) task: 2, epoch: 60/125, loss: 1.3594, acc: 0.5521
(TRAINING) task: 2, epoch: 61/125, loss: 1.5194, acc: 0.3145
(TESTING) task: 2, epoch: 61/125, loss: 1.3583, acc: 0.5521
(TRAINING) task: 2, epoch: 62/125, loss: 1.1533, acc: 0.8105
(TESTING) task: 2, epoch: 62/125, loss: 1.3598, acc: 0.5500
(TRAINING) task: 2, epoch: 63/125, loss: 1.5117, acc: 0.3125
(TESTING) task: 2, epoch: 63/125, loss: 1.3513, acc: 0.5833
(TRAINING) task: 2, epoch: 64/125, loss: 1.4600, acc: 0.3125
(TESTING) task: 2, epoch: 64/125, loss: 1.3432, acc: 0.5792
(TRAINING) task: 2, epoch: 65/125, loss: 1.4614, acc: 0.3184
(TESTING) task: 2, epoch: 65/125, loss: 1.3319, acc: 0.5833
(TRAINING) task: 2, epoch: 66/125, loss: 1.5574, acc: 0.3223
(TESTING) task: 2, epoch: 66/125, loss: 1.3261, acc: 0.5563
(TRAINING) task: 2, epoch: 67/125, loss: 1.1046, acc: 0.8223
(TESTING) task: 2, epoch: 67/125, loss: 1.3437, acc: 0.5479
(TRAINING) task: 2, epoch: 68/125, loss: 1.0955, acc: 0.8203
(TESTING) task: 2, epoch: 68/125, loss: 1.3739, acc: 0.4833
(TRAINING) task: 2, epoch: 69/125, loss: 1.5076, acc: 0.3203
(TESTING) task: 2, epoch: 69/125, loss: 1.4120, acc: 0.4521
(TRAINING) task: 2, epoch: 70/125, loss: 1.5535, acc: 0.3008
(TESTING) task: 2, epoch: 70/125, loss: 1.4346, acc: 0.4500
(TRAINING) task: 2, epoch: 71/125, loss: 1.3050, acc: 0.7910
(TESTING) task: 2, epoch: 71/125, loss: 1.4549, acc: 0.4208
(TRAINING) task: 2, epoch: 72/125, loss: 1.1642, acc: 0.7793
(TESTING) task: 2, epoch: 72/125, loss: 1.4724, acc: 0.4208
(TRAINING) task: 2, epoch: 73/125, loss: 1.2190, acc: 0.7637
(TESTING) task: 2, epoch: 73/125, loss: 1.4807, acc: 0.3583
(TRAINING) task: 2, epoch: 74/125, loss: 1.5462, acc: 0.2617
(TESTING) task: 2, epoch: 74/125, loss: 1.4845, acc: 0.3896
(TRAINING) task: 2, epoch: 75/125, loss: 1.5570, acc: 0.2578
(TESTING) task: 2, epoch: 75/125, loss: 1.4831, acc: 0.3875
(TRAINING) task: 2, epoch: 76/125, loss: 1.4596, acc: 0.2578
(TESTING) task: 2, epoch: 76/125, loss: 1.4764, acc: 0.3833
(TRAINING) task: 2, epoch: 77/125, loss: 1.1405, acc: 0.7617
(TESTING) task: 2, epoch: 77/125, loss: 1.4538, acc: 0.4208
(TRAINING) task: 2, epoch: 78/125, loss: 1.1476, acc: 0.7734
(TESTING) task: 2, epoch: 78/125, loss: 1.4308, acc: 0.4208
(TRAINING) task: 2, epoch: 79/125, loss: 1.5724, acc: 0.2871
(TESTING) task: 2, epoch: 79/125, loss: 1.4085, acc: 0.4208
(TRAINING) task: 2, epoch: 80/125, loss: 1.2385, acc: 0.8008
(TESTING) task: 2, epoch: 80/125, loss: 1.3900, acc: 0.5125
(TRAINING) task: 2, epoch: 81/125, loss: 1.0994, acc: 0.8105
(TESTING) task: 2, epoch: 81/125, loss: 1.3721, acc: 0.5167
(TRAINING) task: 2, epoch: 82/125, loss: 1.5509, acc: 0.3164
(TESTING) task: 2, epoch: 82/125, loss: 1.3641, acc: 0.5438
(TRAINING) task: 2, epoch: 83/125, loss: 1.0823, acc: 0.8262
(TESTING) task: 2, epoch: 83/125, loss: 1.3640, acc: 0.5125
(TRAINING) task: 2, epoch: 84/125, loss: 1.4928, acc: 0.3262
(TESTING) task: 2, epoch: 84/125, loss: 1.3751, acc: 0.5458
(TRAINING) task: 2, epoch: 85/125, loss: 1.0928, acc: 0.8145
(TESTING) task: 2, epoch: 85/125, loss: 1.3863, acc: 0.5208
(TRAINING) task: 2, epoch: 86/125, loss: 1.2859, acc: 0.7988
(TESTING) task: 2, epoch: 86/125, loss: 1.4107, acc: 0.5146
(TRAINING) task: 2, epoch: 87/125, loss: 1.1984, acc: 0.7832
(TESTING) task: 2, epoch: 87/125, loss: 1.4224, acc: 0.4854
(TRAINING) task: 2, epoch: 88/125, loss: 1.5732, acc: 0.2773
(TESTING) task: 2, epoch: 88/125, loss: 1.4365, acc: 0.4833
(TRAINING) task: 2, epoch: 89/125, loss: 1.1526, acc: 0.7578
(TESTING) task: 2, epoch: 89/125, loss: 1.4478, acc: 0.4833
(TRAINING) task: 2, epoch: 90/125, loss: 1.6015, acc: 0.2559
(TESTING) task: 2, epoch: 90/125, loss: 1.4500, acc: 0.4854
(TRAINING) task: 2, epoch: 91/125, loss: 1.6204, acc: 0.2500
(TESTING) task: 2, epoch: 91/125, loss: 1.4588, acc: 0.4813
(TRAINING) task: 2, epoch: 92/125, loss: 1.6318, acc: 0.2559
(TESTING) task: 2, epoch: 92/125, loss: 1.4499, acc: 0.4854
(TRAINING) task: 2, epoch: 93/125, loss: 1.6286, acc: 0.2637
(TESTING) task: 2, epoch: 93/125, loss: 1.4441, acc: 0.4854
(TRAINING) task: 2, epoch: 94/125, loss: 1.1496, acc: 0.7695
(TESTING) task: 2, epoch: 94/125, loss: 1.4339, acc: 0.4896
(TRAINING) task: 2, epoch: 95/125, loss: 1.1398, acc: 0.7773
(TESTING) task: 2, epoch: 95/125, loss: 1.4351, acc: 0.5104
(TRAINING) task: 2, epoch: 96/125, loss: 1.6214, acc: 0.2891
(TESTING) task: 2, epoch: 96/125, loss: 1.4282, acc: 0.5188
(TRAINING) task: 2, epoch: 97/125, loss: 1.1220, acc: 0.8086
(TESTING) task: 2, epoch: 97/125, loss: 1.4248, acc: 0.5188
(TRAINING) task: 2, epoch: 98/125, loss: 1.2846, acc: 0.8184
(TESTING) task: 2, epoch: 98/125, loss: 1.4253, acc: 0.4875
(TRAINING) task: 2, epoch: 99/125, loss: 1.1150, acc: 0.8301
(TESTING) task: 2, epoch: 99/125, loss: 1.4307, acc: 0.4521
(TRAINING) task: 2, epoch: 100/125, loss: 1.1127, acc: 0.8398
(TESTING) task: 2, epoch: 100/125, loss: 1.4381, acc: 0.4521
(TRAINING) task: 2, epoch: 101/125, loss: 1.1532, acc: 0.8320
(TESTING) task: 2, epoch: 101/125, loss: 1.4452, acc: 0.4521
(TRAINING) task: 2, epoch: 102/125, loss: 1.1381, acc: 0.8379
(TESTING) task: 2, epoch: 102/125, loss: 1.4527, acc: 0.4458
(TRAINING) task: 2, epoch: 103/125, loss: 1.2283, acc: 0.8203
(TESTING) task: 2, epoch: 103/125, loss: 1.4483, acc: 0.4542
(TRAINING) task: 2, epoch: 104/125, loss: 1.4290, acc: 0.8203
(TESTING) task: 2, epoch: 104/125, loss: 1.4519, acc: 0.4500
(TRAINING) task: 2, epoch: 105/125, loss: 1.3843, acc: 0.8086
(TESTING) task: 2, epoch: 105/125, loss: 1.4533, acc: 0.4500
(TRAINING) task: 2, epoch: 106/125, loss: 1.4338, acc: 0.3027
(TESTING) task: 2, epoch: 106/125, loss: 1.4524, acc: 0.4521
(TRAINING) task: 2, epoch: 107/125, loss: 1.4145, acc: 0.2969
(TESTING) task: 2, epoch: 107/125, loss: 1.4547, acc: 0.4521
(TRAINING) task: 2, epoch: 108/125, loss: 1.4019, acc: 0.2910
(TESTING) task: 2, epoch: 108/125, loss: 1.4544, acc: 0.4500
(TRAINING) task: 2, epoch: 109/125, loss: 1.3466, acc: 0.7930
(TESTING) task: 2, epoch: 109/125, loss: 1.4510, acc: 0.4500
(TRAINING) task: 2, epoch: 110/125, loss: 1.5913, acc: 0.2930
(TESTING) task: 2, epoch: 110/125, loss: 1.4451, acc: 0.4208
(TRAINING) task: 2, epoch: 111/125, loss: 1.2680, acc: 0.7910
(TESTING) task: 2, epoch: 111/125, loss: 1.4319, acc: 0.4563
(TRAINING) task: 2, epoch: 112/125, loss: 1.1181, acc: 0.7949
(TESTING) task: 2, epoch: 112/125, loss: 1.4223, acc: 0.4813
(TRAINING) task: 2, epoch: 113/125, loss: 1.1602, acc: 0.8203
(TESTING) task: 2, epoch: 113/125, loss: 1.4131, acc: 0.5188
(TRAINING) task: 2, epoch: 114/125, loss: 1.1531, acc: 0.8281
(TESTING) task: 2, epoch: 114/125, loss: 1.4116, acc: 0.4875
(TRAINING) task: 2, epoch: 115/125, loss: 1.1065, acc: 0.8320
(TESTING) task: 2, epoch: 115/125, loss: 1.4251, acc: 0.4792
(TRAINING) task: 2, epoch: 116/125, loss: 1.0870, acc: 0.8184
(TESTING) task: 2, epoch: 116/125, loss: 1.4312, acc: 0.5188
(TRAINING) task: 2, epoch: 117/125, loss: 1.5541, acc: 0.3203
(TESTING) task: 2, epoch: 117/125, loss: 1.4458, acc: 0.4833
(TRAINING) task: 2, epoch: 118/125, loss: 1.5953, acc: 0.3145
(TESTING) task: 2, epoch: 118/125, loss: 1.4537, acc: 0.4500
(TRAINING) task: 2, epoch: 119/125, loss: 1.6027, acc: 0.3086
(TESTING) task: 2, epoch: 119/125, loss: 1.4390, acc: 0.4479
(TRAINING) task: 2, epoch: 120/125, loss: 1.1369, acc: 0.7930
(TESTING) task: 2, epoch: 120/125, loss: 1.4397, acc: 0.4521
(TRAINING) task: 2, epoch: 121/125, loss: 1.3374, acc: 0.7852
(TESTING) task: 2, epoch: 121/125, loss: 1.4622, acc: 0.4479
(TRAINING) task: 2, epoch: 122/125, loss: 1.1490, acc: 0.7754
(TESTING) task: 2, epoch: 122/125, loss: 1.4730, acc: 0.4521
(TRAINING) task: 2, epoch: 123/125, loss: 1.6315, acc: 0.2754
(TESTING) task: 2, epoch: 123/125, loss: 1.4737, acc: 0.4542
(TRAINING) task: 2, epoch: 124/125, loss: 1.6331, acc: 0.2734
(TESTING) task: 2, epoch: 124/125, loss: 1.4749, acc: 0.4521
#params=56069
(TRAINING) task: 3, epoch: 0/125, loss: 1.6080, acc: 0.2123
(TESTING) task: 3, epoch: 0/125, loss: 1.6159, acc: 0.1875
(TRAINING) task: 3, epoch: 1/125, loss: 1.6036, acc: 0.2603
(TESTING) task: 3, epoch: 1/125, loss: 1.6144, acc: 0.1875
(TRAINING) task: 3, epoch: 2/125, loss: 1.5992, acc: 0.2877
(TESTING) task: 3, epoch: 2/125, loss: 1.6212, acc: 0.0938
(TRAINING) task: 3, epoch: 3/125, loss: 1.5948, acc: 0.3425
(TESTING) task: 3, epoch: 3/125, loss: 1.6190, acc: 0.1250
(TRAINING) task: 3, epoch: 4/125, loss: 1.5906, acc: 0.3767
(TESTING) task: 3, epoch: 4/125, loss: 1.6173, acc: 0.1250
(TRAINING) task: 3, epoch: 5/125, loss: 1.5864, acc: 0.4178
(TESTING) task: 3, epoch: 5/125, loss: 1.6126, acc: 0.2188
(TRAINING) task: 3, epoch: 6/125, loss: 1.5822, acc: 0.4658
(TESTING) task: 3, epoch: 6/125, loss: 1.6026, acc: 0.2188
(TRAINING) task: 3, epoch: 7/125, loss: 1.5779, acc: 0.4932
(TESTING) task: 3, epoch: 7/125, loss: 1.6023, acc: 0.2188
(TRAINING) task: 3, epoch: 8/125, loss: 1.5737, acc: 0.5616
(TESTING) task: 3, epoch: 8/125, loss: 1.6089, acc: 0.1250
(TRAINING) task: 3, epoch: 9/125, loss: 1.5696, acc: 0.5959
(TESTING) task: 3, epoch: 9/125, loss: 1.6168, acc: 0.1250
(TRAINING) task: 3, epoch: 10/125, loss: 1.5654, acc: 0.6233
(TESTING) task: 3, epoch: 10/125, loss: 1.6062, acc: 0.2188
(TRAINING) task: 3, epoch: 11/125, loss: 1.5610, acc: 0.6712
(TESTING) task: 3, epoch: 11/125, loss: 1.6062, acc: 0.1562
(TRAINING) task: 3, epoch: 12/125, loss: 1.5567, acc: 0.6918
(TESTING) task: 3, epoch: 12/125, loss: 1.6088, acc: 0.2500
(TRAINING) task: 3, epoch: 13/125, loss: 1.5525, acc: 0.7055
(TESTING) task: 3, epoch: 13/125, loss: 1.6036, acc: 0.2500
(TRAINING) task: 3, epoch: 14/125, loss: 1.5478, acc: 0.7260
(TESTING) task: 3, epoch: 14/125, loss: 1.6025, acc: 0.2500
(TRAINING) task: 3, epoch: 15/125, loss: 1.5432, acc: 0.7466
(TESTING) task: 3, epoch: 15/125, loss: 1.6061, acc: 0.1875
(TRAINING) task: 3, epoch: 16/125, loss: 1.5386, acc: 0.7466
(TESTING) task: 3, epoch: 16/125, loss: 1.5966, acc: 0.2812
(TRAINING) task: 3, epoch: 17/125, loss: 1.5338, acc: 0.7671
(TESTING) task: 3, epoch: 17/125, loss: 1.5902, acc: 0.3750
(TRAINING) task: 3, epoch: 18/125, loss: 1.5291, acc: 0.7808
(TESTING) task: 3, epoch: 18/125, loss: 1.6039, acc: 0.1875
(TRAINING) task: 3, epoch: 19/125, loss: 1.5240, acc: 0.8151
(TESTING) task: 3, epoch: 19/125, loss: 1.5725, acc: 0.4688
(TRAINING) task: 3, epoch: 20/125, loss: 1.5192, acc: 0.8151
(TESTING) task: 3, epoch: 20/125, loss: 1.5855, acc: 0.4062
(TRAINING) task: 3, epoch: 21/125, loss: 1.5144, acc: 0.8288
(TESTING) task: 3, epoch: 21/125, loss: 1.6012, acc: 0.2188
(TRAINING) task: 3, epoch: 22/125, loss: 1.5096, acc: 0.8425
(TESTING) task: 3, epoch: 22/125, loss: 1.5968, acc: 0.2188
(TRAINING) task: 3, epoch: 23/125, loss: 1.5047, acc: 0.8493
(TESTING) task: 3, epoch: 23/125, loss: 1.5860, acc: 0.3125
(TRAINING) task: 3, epoch: 24/125, loss: 1.4998, acc: 0.8425
(TESTING) task: 3, epoch: 24/125, loss: 1.5819, acc: 0.3750
(TRAINING) task: 3, epoch: 25/125, loss: 1.4952, acc: 0.8562
(TESTING) task: 3, epoch: 25/125, loss: 1.5822, acc: 0.3125
(TRAINING) task: 3, epoch: 26/125, loss: 1.4902, acc: 0.8767
(TESTING) task: 3, epoch: 26/125, loss: 1.5822, acc: 0.3438
(TRAINING) task: 3, epoch: 27/125, loss: 1.4850, acc: 0.8904
(TESTING) task: 3, epoch: 27/125, loss: 1.5793, acc: 0.3438
(TRAINING) task: 3, epoch: 28/125, loss: 1.4797, acc: 0.8973
(TESTING) task: 3, epoch: 28/125, loss: 1.5653, acc: 0.4375
(TRAINING) task: 3, epoch: 29/125, loss: 1.4745, acc: 0.9041
(TESTING) task: 3, epoch: 29/125, loss: 1.5775, acc: 0.2812
(TRAINING) task: 3, epoch: 30/125, loss: 1.4692, acc: 0.9110
(TESTING) task: 3, epoch: 30/125, loss: 1.5810, acc: 0.4688
(TRAINING) task: 3, epoch: 31/125, loss: 1.4640, acc: 0.9110
(TESTING) task: 3, epoch: 31/125, loss: 1.5654, acc: 0.6875
(TRAINING) task: 3, epoch: 32/125, loss: 1.4583, acc: 0.9110
(TESTING) task: 3, epoch: 32/125, loss: 1.5772, acc: 0.5312
(TRAINING) task: 3, epoch: 33/125, loss: 1.4531, acc: 0.9178
(TESTING) task: 3, epoch: 33/125, loss: 1.5873, acc: 0.4375
(TRAINING) task: 3, epoch: 34/125, loss: 1.4476, acc: 0.9178
(TESTING) task: 3, epoch: 34/125, loss: 1.5550, acc: 0.5312
(TRAINING) task: 3, epoch: 35/125, loss: 1.4425, acc: 0.9178
(TESTING) task: 3, epoch: 35/125, loss: 1.5704, acc: 0.5312
(TRAINING) task: 3, epoch: 36/125, loss: 1.4371, acc: 0.9178
(TESTING) task: 3, epoch: 36/125, loss: 1.5747, acc: 0.4375
(TRAINING) task: 3, epoch: 37/125, loss: 1.4323, acc: 0.9247
(TESTING) task: 3, epoch: 37/125, loss: 1.5594, acc: 0.6250
(TRAINING) task: 3, epoch: 38/125, loss: 1.4274, acc: 0.9247
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(TRAINING) task: 3, epoch: 41/125, loss: 1.4135, acc: 0.9452
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(TRAINING) task: 3, epoch: 44/125, loss: 1.3994, acc: 0.9521
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(TRAINING) task: 3, epoch: 51/125, loss: 1.3612, acc: 0.9589
(TESTING) task: 3, epoch: 51/125, loss: 1.5183, acc: 0.6562
(TRAINING) task: 3, epoch: 52/125, loss: 1.3551, acc: 0.9658
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(TESTING) task: 3, epoch: 54/125, loss: 1.5315, acc: 0.5938
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(TRAINING) task: 3, epoch: 56/125, loss: 1.3298, acc: 0.9589
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(TRAINING) task: 3, epoch: 58/125, loss: 1.3182, acc: 0.9589
(TESTING) task: 3, epoch: 58/125, loss: 1.5070, acc: 0.6875
(TRAINING) task: 3, epoch: 59/125, loss: 1.3129, acc: 0.9452
(TESTING) task: 3, epoch: 59/125, loss: 1.4784, acc: 0.6875
(TRAINING) task: 3, epoch: 60/125, loss: 1.3080, acc: 0.9384
(TESTING) task: 3, epoch: 60/125, loss: 1.5035, acc: 0.6875
(TRAINING) task: 3, epoch: 61/125, loss: 1.3033, acc: 0.9452
(TESTING) task: 3, epoch: 61/125, loss: 1.5085, acc: 0.6875
(TRAINING) task: 3, epoch: 62/125, loss: 1.2995, acc: 0.9384
(TESTING) task: 3, epoch: 62/125, loss: 1.5116, acc: 0.6875
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(TRAINING) task: 3, epoch: 65/125, loss: 1.2897, acc: 0.9247
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(TESTING) task: 3, epoch: 66/125, loss: 1.4982, acc: 0.6875
(TRAINING) task: 3, epoch: 67/125, loss: 1.2846, acc: 0.9247
(TESTING) task: 3, epoch: 67/125, loss: 1.4589, acc: 0.6875
(TRAINING) task: 3, epoch: 68/125, loss: 1.2829, acc: 0.9178
(TESTING) task: 3, epoch: 68/125, loss: 1.4484, acc: 0.7812
(TRAINING) task: 3, epoch: 69/125, loss: 1.2808, acc: 0.9178
(TESTING) task: 3, epoch: 69/125, loss: 1.5028, acc: 0.6250
(TRAINING) task: 3, epoch: 70/125, loss: 1.2777, acc: 0.9178
(TESTING) task: 3, epoch: 70/125, loss: 1.4423, acc: 0.8125
(TRAINING) task: 3, epoch: 71/125, loss: 1.2752, acc: 0.9178
(TESTING) task: 3, epoch: 71/125, loss: 1.4596, acc: 0.7188
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(TESTING) task: 3, epoch: 72/125, loss: 1.4704, acc: 0.6250
(TRAINING) task: 3, epoch: 73/125, loss: 1.2691, acc: 0.9315
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(TRAINING) task: 3, epoch: 74/125, loss: 1.2660, acc: 0.9315
(TESTING) task: 3, epoch: 74/125, loss: 1.4221, acc: 0.8125
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(TESTING) task: 3, epoch: 75/125, loss: 1.4736, acc: 0.7188
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(TESTING) task: 3, epoch: 79/125, loss: 1.4612, acc: 0.7188
(TRAINING) task: 3, epoch: 80/125, loss: 1.2400, acc: 0.9589
(TESTING) task: 3, epoch: 80/125, loss: 1.4070, acc: 0.8125
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(TESTING) task: 3, epoch: 81/125, loss: 1.4825, acc: 0.6250
(TRAINING) task: 3, epoch: 82/125, loss: 1.2304, acc: 0.9726
(TESTING) task: 3, epoch: 82/125, loss: 1.4286, acc: 0.6250
(TRAINING) task: 3, epoch: 83/125, loss: 1.2249, acc: 0.9726
(TESTING) task: 3, epoch: 83/125, loss: 1.4585, acc: 0.7188
(TRAINING) task: 3, epoch: 84/125, loss: 1.2209, acc: 0.9726
(TESTING) task: 3, epoch: 84/125, loss: 1.3454, acc: 0.8125
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(TESTING) task: 3, epoch: 85/125, loss: 1.4314, acc: 0.7188
(TRAINING) task: 3, epoch: 86/125, loss: 1.2119, acc: 0.9658
(TESTING) task: 3, epoch: 86/125, loss: 1.4507, acc: 0.6250
(TRAINING) task: 3, epoch: 87/125, loss: 1.2080, acc: 0.9521
(TESTING) task: 3, epoch: 87/125, loss: 1.4237, acc: 0.6250
(TRAINING) task: 3, epoch: 88/125, loss: 1.2038, acc: 0.9589
(TESTING) task: 3, epoch: 88/125, loss: 1.4169, acc: 0.6250
(TRAINING) task: 3, epoch: 89/125, loss: 1.2001, acc: 0.9589
(TESTING) task: 3, epoch: 89/125, loss: 1.4042, acc: 0.8125
(TRAINING) task: 3, epoch: 90/125, loss: 1.1974, acc: 0.9452
(TESTING) task: 3, epoch: 90/125, loss: 1.4397, acc: 0.6250
(TRAINING) task: 3, epoch: 91/125, loss: 1.1944, acc: 0.9452
(TESTING) task: 3, epoch: 91/125, loss: 1.3894, acc: 0.7188
(TRAINING) task: 3, epoch: 92/125, loss: 1.1916, acc: 0.9452
(TESTING) task: 3, epoch: 92/125, loss: 1.4046, acc: 0.7188
(TRAINING) task: 3, epoch: 93/125, loss: 1.1889, acc: 0.9452
(TESTING) task: 3, epoch: 93/125, loss: 1.3717, acc: 0.7188
(TRAINING) task: 3, epoch: 94/125, loss: 1.1867, acc: 0.9452
(TESTING) task: 3, epoch: 94/125, loss: 1.3339, acc: 0.8125
(TRAINING) task: 3, epoch: 95/125, loss: 1.1840, acc: 0.9452
(TESTING) task: 3, epoch: 95/125, loss: 1.3936, acc: 0.7188
(TRAINING) task: 3, epoch: 96/125, loss: 1.1823, acc: 0.9384
(TESTING) task: 3, epoch: 96/125, loss: 1.3531, acc: 0.8125
(TRAINING) task: 3, epoch: 97/125, loss: 1.1801, acc: 0.9384
(TESTING) task: 3, epoch: 97/125, loss: 1.3907, acc: 0.7188
(TRAINING) task: 3, epoch: 98/125, loss: 1.1776, acc: 0.9384
(TESTING) task: 3, epoch: 98/125, loss: 1.3634, acc: 0.7188
(TRAINING) task: 3, epoch: 99/125, loss: 1.1758, acc: 0.9521
(TESTING) task: 3, epoch: 99/125, loss: 1.3212, acc: 0.8125
(TRAINING) task: 3, epoch: 100/125, loss: 1.1732, acc: 0.9521
(TESTING) task: 3, epoch: 100/125, loss: 1.3940, acc: 0.7188
(TRAINING) task: 3, epoch: 101/125, loss: 1.1710, acc: 0.9521
(TESTING) task: 3, epoch: 101/125, loss: 1.3494, acc: 0.7188
(TRAINING) task: 3, epoch: 102/125, loss: 1.1687, acc: 0.9521
(TESTING) task: 3, epoch: 102/125, loss: 1.3750, acc: 0.7188
(TRAINING) task: 3, epoch: 103/125, loss: 1.1663, acc: 0.9521
(TESTING) task: 3, epoch: 103/125, loss: 1.3777, acc: 0.7500
(TRAINING) task: 3, epoch: 104/125, loss: 1.1637, acc: 0.9589
(TESTING) task: 3, epoch: 104/125, loss: 1.3815, acc: 0.7500
(TRAINING) task: 3, epoch: 105/125, loss: 1.1607, acc: 0.9658
(TESTING) task: 3, epoch: 105/125, loss: 1.3522, acc: 0.8438
(TRAINING) task: 3, epoch: 106/125, loss: 1.1578, acc: 0.9726
(TESTING) task: 3, epoch: 106/125, loss: 1.3522, acc: 0.7500
(TRAINING) task: 3, epoch: 107/125, loss: 1.1554, acc: 0.9726
(TESTING) task: 3, epoch: 107/125, loss: 1.3919, acc: 0.7500
(TRAINING) task: 3, epoch: 108/125, loss: 1.1531, acc: 0.9863
(TESTING) task: 3, epoch: 108/125, loss: 1.3286, acc: 0.6562
(TRAINING) task: 3, epoch: 109/125, loss: 1.1497, acc: 0.9863
(TESTING) task: 3, epoch: 109/125, loss: 1.3511, acc: 0.6562
(TRAINING) task: 3, epoch: 110/125, loss: 1.1469, acc: 0.9863
(TESTING) task: 3, epoch: 110/125, loss: 1.3401, acc: 0.7500
(TRAINING) task: 3, epoch: 111/125, loss: 1.1446, acc: 0.9863
(TESTING) task: 3, epoch: 111/125, loss: 1.3718, acc: 0.7812
(TRAINING) task: 3, epoch: 112/125, loss: 1.1408, acc: 0.9863
(TESTING) task: 3, epoch: 112/125, loss: 1.2944, acc: 0.8750
(TRAINING) task: 3, epoch: 113/125, loss: 1.1378, acc: 0.9863
(TESTING) task: 3, epoch: 113/125, loss: 1.3946, acc: 0.6875
(TRAINING) task: 3, epoch: 114/125, loss: 1.1342, acc: 0.9863
(TESTING) task: 3, epoch: 114/125, loss: 1.3584, acc: 0.7812
(TRAINING) task: 3, epoch: 115/125, loss: 1.1321, acc: 0.9863
(TESTING) task: 3, epoch: 115/125, loss: 1.3115, acc: 0.8750
(TRAINING) task: 3, epoch: 116/125, loss: 1.1284, acc: 0.9863
(TESTING) task: 3, epoch: 116/125, loss: 1.4068, acc: 0.6875
(TRAINING) task: 3, epoch: 117/125, loss: 1.1252, acc: 0.9863
(TESTING) task: 3, epoch: 117/125, loss: 1.3626, acc: 0.7500
(TRAINING) task: 3, epoch: 118/125, loss: 1.1211, acc: 0.9863
(TESTING) task: 3, epoch: 118/125, loss: 1.2503, acc: 0.8438
(TRAINING) task: 3, epoch: 119/125, loss: 1.1172, acc: 0.9863
(TESTING) task: 3, epoch: 119/125, loss: 1.3439, acc: 0.7500
(TRAINING) task: 3, epoch: 120/125, loss: 1.1139, acc: 0.9863
(TESTING) task: 3, epoch: 120/125, loss: 1.3279, acc: 0.7812
(TRAINING) task: 3, epoch: 121/125, loss: 1.1090, acc: 0.9863
(TESTING) task: 3, epoch: 121/125, loss: 1.3684, acc: 0.7812
(TRAINING) task: 3, epoch: 122/125, loss: 1.1049, acc: 0.9863
(TESTING) task: 3, epoch: 122/125, loss: 1.2951, acc: 0.9062
(TRAINING) task: 3, epoch: 123/125, loss: 1.1006, acc: 0.9863
(TESTING) task: 3, epoch: 123/125, loss: 1.2985, acc: 0.8125
(TRAINING) task: 3, epoch: 124/125, loss: 1.0961, acc: 0.9932
(TESTING) task: 3, epoch: 124/125, loss: 1.3174, acc: 0.8125
#params=56069
(TRAINING) task: 4, epoch: 0/125, loss: 1.5984, acc: 0.3154
(TESTING) task: 4, epoch: 0/125, loss: 1.6060, acc: 0.3229
(TRAINING) task: 4, epoch: 1/125, loss: 1.5931, acc: 0.3423
(TESTING) task: 4, epoch: 1/125, loss: 1.6002, acc: 0.3229
(TRAINING) task: 4, epoch: 2/125, loss: 1.5877, acc: 0.4094
(TESTING) task: 4, epoch: 2/125, loss: 1.5877, acc: 0.4271
(TRAINING) task: 4, epoch: 3/125, loss: 1.5825, acc: 0.4497
(TESTING) task: 4, epoch: 3/125, loss: 1.5896, acc: 0.4271
(TRAINING) task: 4, epoch: 4/125, loss: 1.5772, acc: 0.5034
(TESTING) task: 4, epoch: 4/125, loss: 1.6001, acc: 0.1562
(TRAINING) task: 4, epoch: 5/125, loss: 1.5718, acc: 0.5235
(TESTING) task: 4, epoch: 5/125, loss: 1.6012, acc: 0.3229
(TRAINING) task: 4, epoch: 6/125, loss: 1.5664, acc: 0.5705
(TESTING) task: 4, epoch: 6/125, loss: 1.6012, acc: 0.3229
(TRAINING) task: 4, epoch: 7/125, loss: 1.5607, acc: 0.6242
(TESTING) task: 4, epoch: 7/125, loss: 1.5920, acc: 0.2188
(TRAINING) task: 4, epoch: 8/125, loss: 1.5553, acc: 0.6644
(TESTING) task: 4, epoch: 8/125, loss: 1.5830, acc: 0.3854
(TRAINING) task: 4, epoch: 9/125, loss: 1.5497, acc: 0.6779
(TESTING) task: 4, epoch: 9/125, loss: 1.6055, acc: 0.2500
(TRAINING) task: 4, epoch: 10/125, loss: 1.5440, acc: 0.6980
(TESTING) task: 4, epoch: 10/125, loss: 1.5852, acc: 0.2500
(TRAINING) task: 4, epoch: 11/125, loss: 1.5381, acc: 0.7047
(TESTING) task: 4, epoch: 11/125, loss: 1.5606, acc: 0.6562
(TRAINING) task: 4, epoch: 12/125, loss: 1.5320, acc: 0.7248
(TESTING) task: 4, epoch: 12/125, loss: 1.5742, acc: 0.3854
(TRAINING) task: 4, epoch: 13/125, loss: 1.5260, acc: 0.7383
(TESTING) task: 4, epoch: 13/125, loss: 1.5611, acc: 0.5208
(TRAINING) task: 4, epoch: 14/125, loss: 1.5197, acc: 0.7383
(TESTING) task: 4, epoch: 14/125, loss: 1.5823, acc: 0.4167
(TRAINING) task: 4, epoch: 15/125, loss: 1.5131, acc: 0.7248
(TESTING) task: 4, epoch: 15/125, loss: 1.5669, acc: 0.4479
(TRAINING) task: 4, epoch: 16/125, loss: 1.5064, acc: 0.7248
(TESTING) task: 4, epoch: 16/125, loss: 1.5593, acc: 0.4479
(TRAINING) task: 4, epoch: 17/125, loss: 1.4994, acc: 0.7383
(TESTING) task: 4, epoch: 17/125, loss: 1.5418, acc: 0.5833
(TRAINING) task: 4, epoch: 18/125, loss: 1.4922, acc: 0.7383
(TESTING) task: 4, epoch: 18/125, loss: 1.5639, acc: 0.4479
(TRAINING) task: 4, epoch: 19/125, loss: 1.4848, acc: 0.7450
(TESTING) task: 4, epoch: 19/125, loss: 1.5412, acc: 0.4479
(TRAINING) task: 4, epoch: 20/125, loss: 1.4773, acc: 0.7450
(TESTING) task: 4, epoch: 20/125, loss: 1.5480, acc: 0.4479
(TRAINING) task: 4, epoch: 21/125, loss: 1.4697, acc: 0.7383
(TESTING) task: 4, epoch: 21/125, loss: 1.5393, acc: 0.4479
(TRAINING) task: 4, epoch: 22/125, loss: 1.4617, acc: 0.7584
(TESTING) task: 4, epoch: 22/125, loss: 1.5344, acc: 0.4479
(TRAINING) task: 4, epoch: 23/125, loss: 1.4541, acc: 0.7517
(TESTING) task: 4, epoch: 23/125, loss: 1.5005, acc: 0.5833
(TRAINING) task: 4, epoch: 24/125, loss: 1.4462, acc: 0.7517
(TESTING) task: 4, epoch: 24/125, loss: 1.5046, acc: 0.5833
(TRAINING) task: 4, epoch: 25/125, loss: 1.4376, acc: 0.7450
(TESTING) task: 4, epoch: 25/125, loss: 1.5250, acc: 0.4167
(TRAINING) task: 4, epoch: 26/125, loss: 1.4297, acc: 0.7450
(TESTING) task: 4, epoch: 26/125, loss: 1.5222, acc: 0.4167
(TRAINING) task: 4, epoch: 27/125, loss: 1.4217, acc: 0.7517
(TESTING) task: 4, epoch: 27/125, loss: 1.4874, acc: 0.5521
(TRAINING) task: 4, epoch: 28/125, loss: 1.4136, acc: 0.7517
(TESTING) task: 4, epoch: 28/125, loss: 1.4903, acc: 0.4167
(TRAINING) task: 4, epoch: 29/125, loss: 1.4054, acc: 0.7517
(TESTING) task: 4, epoch: 29/125, loss: 1.5462, acc: 0.2812
(TRAINING) task: 4, epoch: 30/125, loss: 1.3966, acc: 0.7517
(TESTING) task: 4, epoch: 30/125, loss: 1.4654, acc: 0.5521
(TRAINING) task: 4, epoch: 31/125, loss: 1.3887, acc: 0.7517
(TESTING) task: 4, epoch: 31/125, loss: 1.4661, acc: 0.5521
(TRAINING) task: 4, epoch: 32/125, loss: 1.3810, acc: 0.7383
(TESTING) task: 4, epoch: 32/125, loss: 1.4932, acc: 0.4167
(TRAINING) task: 4, epoch: 33/125, loss: 1.3726, acc: 0.7248
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(TRAINING) task: 4, epoch: 34/125, loss: 1.3649, acc: 0.7114
(TESTING) task: 4, epoch: 34/125, loss: 1.4366, acc: 0.5521
(TRAINING) task: 4, epoch: 35/125, loss: 1.3578, acc: 0.6779
(TESTING) task: 4, epoch: 35/125, loss: 1.4941, acc: 0.4167
(TRAINING) task: 4, epoch: 36/125, loss: 1.3503, acc: 0.6711
(TESTING) task: 4, epoch: 36/125, loss: 1.4901, acc: 0.4167
(TRAINING) task: 4, epoch: 37/125, loss: 1.3436, acc: 0.6644
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(TRAINING) task: 4, epoch: 38/125, loss: 1.3369, acc: 0.6510
(TESTING) task: 4, epoch: 38/125, loss: 1.4611, acc: 0.4167
(TRAINING) task: 4, epoch: 39/125, loss: 1.3307, acc: 0.6510
(TESTING) task: 4, epoch: 39/125, loss: 1.4185, acc: 0.5521
(TRAINING) task: 4, epoch: 40/125, loss: 1.3242, acc: 0.6510
(TESTING) task: 4, epoch: 40/125, loss: 1.4394, acc: 0.4167
(TRAINING) task: 4, epoch: 41/125, loss: 1.3184, acc: 0.6443
(TESTING) task: 4, epoch: 41/125, loss: 1.5142, acc: 0.2812
(TRAINING) task: 4, epoch: 42/125, loss: 1.3126, acc: 0.6376
(TESTING) task: 4, epoch: 42/125, loss: 1.3755, acc: 0.5521
(TRAINING) task: 4, epoch: 43/125, loss: 1.3075, acc: 0.6443
(TESTING) task: 4, epoch: 43/125, loss: 1.4145, acc: 0.4167
(TRAINING) task: 4, epoch: 44/125, loss: 1.3022, acc: 0.6309
(TESTING) task: 4, epoch: 44/125, loss: 1.3575, acc: 0.5521
(TRAINING) task: 4, epoch: 45/125, loss: 1.2968, acc: 0.6309
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(TRAINING) task: 4, epoch: 46/125, loss: 1.2914, acc: 0.6309
(TESTING) task: 4, epoch: 46/125, loss: 1.3578, acc: 0.5521
(TRAINING) task: 4, epoch: 47/125, loss: 1.2871, acc: 0.6242
(TESTING) task: 4, epoch: 47/125, loss: 1.3975, acc: 0.4167
(TRAINING) task: 4, epoch: 48/125, loss: 1.2818, acc: 0.6242
(TESTING) task: 4, epoch: 48/125, loss: 1.4270, acc: 0.4167
(TRAINING) task: 4, epoch: 49/125, loss: 1.2777, acc: 0.6242
(TESTING) task: 4, epoch: 49/125, loss: 1.3373, acc: 0.5521
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(TESTING) task: 4, epoch: 98/125, loss: 1.3545, acc: 0.5417
(TRAINING) task: 4, epoch: 99/125, loss: 1.1200, acc: 0.8725
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(TESTING) task: 4, epoch: 100/125, loss: 1.2111, acc: 0.7083
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(TRAINING) task: 4, epoch: 102/125, loss: 1.1107, acc: 0.8859
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(TESTING) task: 4, epoch: 108/125, loss: 1.1105, acc: 0.8125
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(TESTING) task: 4, epoch: 112/125, loss: 1.2118, acc: 0.6771
(TRAINING) task: 4, epoch: 113/125, loss: 1.0880, acc: 0.9128
(TESTING) task: 4, epoch: 113/125, loss: 1.1947, acc: 0.6771
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(TESTING) task: 4, epoch: 114/125, loss: 1.2018, acc: 0.6771
(TRAINING) task: 4, epoch: 115/125, loss: 1.0845, acc: 0.9195
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(TRAINING) task: 4, epoch: 116/125, loss: 1.0831, acc: 0.9195
(TESTING) task: 4, epoch: 116/125, loss: 1.1935, acc: 0.7083
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(TESTING) task: 4, epoch: 117/125, loss: 1.2086, acc: 0.7083
(TRAINING) task: 4, epoch: 118/125, loss: 1.0796, acc: 0.9195
(TESTING) task: 4, epoch: 118/125, loss: 1.3795, acc: 0.5729
(TRAINING) task: 4, epoch: 119/125, loss: 1.0776, acc: 0.9195
(TESTING) task: 4, epoch: 119/125, loss: 1.3003, acc: 0.5729
(TRAINING) task: 4, epoch: 120/125, loss: 1.0758, acc: 0.9128
(TESTING) task: 4, epoch: 120/125, loss: 1.1497, acc: 0.8438
(TRAINING) task: 4, epoch: 121/125, loss: 1.0740, acc: 0.9128
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(TRAINING) task: 4, epoch: 122/125, loss: 1.0722, acc: 0.9329
(TESTING) task: 4, epoch: 122/125, loss: 1.3627, acc: 0.5729
(TRAINING) task: 4, epoch: 123/125, loss: 1.0699, acc: 0.9329
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(TRAINING) task: 4, epoch: 124/125, loss: 1.0684, acc: 0.9329
(TESTING) task: 4, epoch: 124/125, loss: 1.2384, acc: 0.7083
#params=56069
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(TRAINING) task: 5, epoch: 1/125, loss: 1.6087, acc: 0.2204
(TESTING) task: 5, epoch: 1/125, loss: 1.6017, acc: 0.2366
(TRAINING) task: 5, epoch: 2/125, loss: 1.6034, acc: 0.2688
(TESTING) task: 5, epoch: 2/125, loss: 1.6012, acc: 0.2366
(TRAINING) task: 5, epoch: 3/125, loss: 1.5977, acc: 0.3226
(TESTING) task: 5, epoch: 3/125, loss: 1.6025, acc: 0.2679
(TRAINING) task: 5, epoch: 4/125, loss: 1.5923, acc: 0.3656
(TESTING) task: 5, epoch: 4/125, loss: 1.5925, acc: 0.2679
(TRAINING) task: 5, epoch: 5/125, loss: 1.5870, acc: 0.4194
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(TRAINING) task: 5, epoch: 7/125, loss: 1.5760, acc: 0.5215
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(TESTING) task: 5, epoch: 100/125, loss: 1.1939, acc: 0.8750
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(TESTING) task: 5, epoch: 108/125, loss: 1.1676, acc: 0.9062
(TRAINING) task: 5, epoch: 109/125, loss: 1.1007, acc: 0.9409
(TESTING) task: 5, epoch: 109/125, loss: 1.2309, acc: 0.8259
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(TESTING) task: 5, epoch: 110/125, loss: 1.1655, acc: 0.8661
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(TESTING) task: 5, epoch: 112/125, loss: 1.1851, acc: 0.9375
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(TESTING) task: 5, epoch: 113/125, loss: 1.1624, acc: 0.9375
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(TESTING) task: 5, epoch: 120/125, loss: 1.1792, acc: 0.9375
(TRAINING) task: 5, epoch: 121/125, loss: 1.0709, acc: 0.9355
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(TRAINING) task: 5, epoch: 122/125, loss: 1.0690, acc: 0.9409
(TESTING) task: 5, epoch: 122/125, loss: 1.1375, acc: 0.9375
(TRAINING) task: 5, epoch: 123/125, loss: 1.0668, acc: 0.9355
(TESTING) task: 5, epoch: 123/125, loss: 1.1395, acc: 0.9375
(TRAINING) task: 5, epoch: 124/125, loss: 1.0645, acc: 0.9355
(TESTING) task: 5, epoch: 124/125, loss: 1.1965, acc: 0.9375
#params=56069
(TRAINING) task: 6, epoch: 0/125, loss: 1.6055, acc: 0.1429
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(TRAINING) task: 6, epoch: 1/125, loss: 1.6005, acc: 0.2000
(TESTING) task: 6, epoch: 1/125, loss: 1.6003, acc: 0.4000
(TRAINING) task: 6, epoch: 2/125, loss: 1.5956, acc: 0.2476
(TESTING) task: 6, epoch: 2/125, loss: 1.5995, acc: 0.4000
(TRAINING) task: 6, epoch: 3/125, loss: 1.5905, acc: 0.3333
(TESTING) task: 6, epoch: 3/125, loss: 1.5990, acc: 0.4000
(TRAINING) task: 6, epoch: 4/125, loss: 1.5859, acc: 0.3810
(TESTING) task: 6, epoch: 4/125, loss: 1.5985, acc: 0.4000
(TRAINING) task: 6, epoch: 5/125, loss: 1.5813, acc: 0.4095
(TESTING) task: 6, epoch: 5/125, loss: 1.5976, acc: 0.4000
(TRAINING) task: 6, epoch: 6/125, loss: 1.5765, acc: 0.4571
(TESTING) task: 6, epoch: 6/125, loss: 1.5969, acc: 0.4000
(TRAINING) task: 6, epoch: 7/125, loss: 1.5719, acc: 0.5048
(TESTING) task: 6, epoch: 7/125, loss: 1.5963, acc: 0.4000
(TRAINING) task: 6, epoch: 8/125, loss: 1.5676, acc: 0.5619
(TESTING) task: 6, epoch: 8/125, loss: 1.5957, acc: 0.4000
(TRAINING) task: 6, epoch: 9/125, loss: 1.5632, acc: 0.6190
(TESTING) task: 6, epoch: 9/125, loss: 1.5945, acc: 0.4000
(TRAINING) task: 6, epoch: 10/125, loss: 1.5587, acc: 0.6476
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(TRAINING) task: 6, epoch: 11/125, loss: 1.5541, acc: 0.6857
(TESTING) task: 6, epoch: 11/125, loss: 1.5930, acc: 0.4000
(TRAINING) task: 6, epoch: 12/125, loss: 1.5491, acc: 0.7048
(TESTING) task: 6, epoch: 12/125, loss: 1.5920, acc: 0.3333
(TRAINING) task: 6, epoch: 13/125, loss: 1.5445, acc: 0.7238
(TESTING) task: 6, epoch: 13/125, loss: 1.5908, acc: 0.4000
(TRAINING) task: 6, epoch: 14/125, loss: 1.5399, acc: 0.7429
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(TRAINING) task: 6, epoch: 15/125, loss: 1.5350, acc: 0.7810
(TESTING) task: 6, epoch: 15/125, loss: 1.5890, acc: 0.4000
(TRAINING) task: 6, epoch: 16/125, loss: 1.5302, acc: 0.7810
(TESTING) task: 6, epoch: 16/125, loss: 1.5871, acc: 0.4000
(TRAINING) task: 6, epoch: 17/125, loss: 1.5251, acc: 0.8000
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(TRAINING) task: 6, epoch: 18/125, loss: 1.5201, acc: 0.8190
(TESTING) task: 6, epoch: 18/125, loss: 1.5846, acc: 0.4667
(TRAINING) task: 6, epoch: 19/125, loss: 1.5153, acc: 0.8190
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(TRAINING) task: 6, epoch: 20/125, loss: 1.5102, acc: 0.8381
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(TRAINING) task: 6, epoch: 21/125, loss: 1.5055, acc: 0.8571
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(TRAINING) task: 6, epoch: 22/125, loss: 1.5008, acc: 0.8571
(TESTING) task: 6, epoch: 22/125, loss: 1.5787, acc: 0.4000
(TRAINING) task: 6, epoch: 23/125, loss: 1.4960, acc: 0.8857
(TESTING) task: 6, epoch: 23/125, loss: 1.5776, acc: 0.4000
(TRAINING) task: 6, epoch: 24/125, loss: 1.4911, acc: 0.9143
(TESTING) task: 6, epoch: 24/125, loss: 1.5760, acc: 0.4000
(TRAINING) task: 6, epoch: 25/125, loss: 1.4868, acc: 0.9238
(TESTING) task: 6, epoch: 25/125, loss: 1.5746, acc: 0.5333
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(TRAINING) task: 6, epoch: 28/125, loss: 1.4724, acc: 0.9333
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(TESTING) task: 6, epoch: 117/125, loss: 1.4900, acc: 0.4667
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(TESTING) task: 6, epoch: 119/125, loss: 1.4892, acc: 0.4667
(TRAINING) task: 6, epoch: 120/125, loss: 1.1510, acc: 0.9905
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(TRAINING) task: 6, epoch: 121/125, loss: 1.1479, acc: 0.9905
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(TRAINING) task: 6, epoch: 122/125, loss: 1.1447, acc: 0.9905
(TESTING) task: 6, epoch: 122/125, loss: 1.4886, acc: 0.4667
(TRAINING) task: 6, epoch: 123/125, loss: 1.1403, acc: 1.0000
(TESTING) task: 6, epoch: 123/125, loss: 1.4887, acc: 0.4667
(TRAINING) task: 6, epoch: 124/125, loss: 1.1362, acc: 1.0000
(TESTING) task: 6, epoch: 124/125, loss: 1.4873, acc: 0.4667
#params=56069
(TRAINING) task: 7, epoch: 0/125, loss: 1.6144, acc: 0.1656
(TESTING) task: 7, epoch: 0/125, loss: 1.6224, acc: 0.1250
(TRAINING) task: 7, epoch: 1/125, loss: 1.6092, acc: 0.1975
(TESTING) task: 7, epoch: 1/125, loss: 1.6165, acc: 0.1250
(TRAINING) task: 7, epoch: 2/125, loss: 1.6039, acc: 0.2357
(TESTING) task: 7, epoch: 2/125, loss: 1.6122, acc: 0.1562
(TRAINING) task: 7, epoch: 3/125, loss: 1.5988, acc: 0.2994
(TESTING) task: 7, epoch: 3/125, loss: 1.5899, acc: 0.4583
(TRAINING) task: 7, epoch: 4/125, loss: 1.5937, acc: 0.3567
(TESTING) task: 7, epoch: 4/125, loss: 1.5988, acc: 0.2917
(TRAINING) task: 7, epoch: 5/125, loss: 1.5886, acc: 0.3822
(TESTING) task: 7, epoch: 5/125, loss: 1.6045, acc: 0.3229
(TRAINING) task: 7, epoch: 6/125, loss: 1.5836, acc: 0.4268
(TESTING) task: 7, epoch: 6/125, loss: 1.6006, acc: 0.3229
(TRAINING) task: 7, epoch: 7/125, loss: 1.5784, acc: 0.4713
(TESTING) task: 7, epoch: 7/125, loss: 1.5979, acc: 0.3229
(TRAINING) task: 7, epoch: 8/125, loss: 1.5733, acc: 0.5287
(TESTING) task: 7, epoch: 8/125, loss: 1.5920, acc: 0.3229
(TRAINING) task: 7, epoch: 9/125, loss: 1.5682, acc: 0.5669
(TESTING) task: 7, epoch: 9/125, loss: 1.5899, acc: 0.3229
(TRAINING) task: 7, epoch: 10/125, loss: 1.5628, acc: 0.6178
(TESTING) task: 7, epoch: 10/125, loss: 1.6061, acc: 0.1875
(TRAINING) task: 7, epoch: 11/125, loss: 1.5577, acc: 0.6306
(TESTING) task: 7, epoch: 11/125, loss: 1.5957, acc: 0.1875
(TRAINING) task: 7, epoch: 12/125, loss: 1.5525, acc: 0.6752
(TESTING) task: 7, epoch: 12/125, loss: 1.5999, acc: 0.1875
(TRAINING) task: 7, epoch: 13/125, loss: 1.5471, acc: 0.6879
(TESTING) task: 7, epoch: 13/125, loss: 1.5944, acc: 0.3229
(TRAINING) task: 7, epoch: 14/125, loss: 1.5420, acc: 0.7070
(TESTING) task: 7, epoch: 14/125, loss: 1.5865, acc: 0.1875
(TRAINING) task: 7, epoch: 15/125, loss: 1.5365, acc: 0.7070
(TESTING) task: 7, epoch: 15/125, loss: 1.5715, acc: 0.3229
(TRAINING) task: 7, epoch: 16/125, loss: 1.5308, acc: 0.7134
(TESTING) task: 7, epoch: 16/125, loss: 1.5750, acc: 0.3229
(TRAINING) task: 7, epoch: 17/125, loss: 1.5254, acc: 0.7197
(TESTING) task: 7, epoch: 17/125, loss: 1.5822, acc: 0.3542
(TRAINING) task: 7, epoch: 18/125, loss: 1.5198, acc: 0.7452
(TESTING) task: 7, epoch: 18/125, loss: 1.5527, acc: 0.3542
(TRAINING) task: 7, epoch: 19/125, loss: 1.5139, acc: 0.7452
(TESTING) task: 7, epoch: 19/125, loss: 1.5624, acc: 0.3854
(TRAINING) task: 7, epoch: 20/125, loss: 1.5082, acc: 0.7516
(TESTING) task: 7, epoch: 20/125, loss: 1.5533, acc: 0.5208
(TRAINING) task: 7, epoch: 21/125, loss: 1.5021, acc: 0.7580
(TESTING) task: 7, epoch: 21/125, loss: 1.5715, acc: 0.3854
(TRAINING) task: 7, epoch: 22/125, loss: 1.4961, acc: 0.7643
(TESTING) task: 7, epoch: 22/125, loss: 1.5315, acc: 0.5521
(TRAINING) task: 7, epoch: 23/125, loss: 1.4900, acc: 0.7643
(TESTING) task: 7, epoch: 23/125, loss: 1.5427, acc: 0.5521
(TRAINING) task: 7, epoch: 24/125, loss: 1.4840, acc: 0.7643
(TESTING) task: 7, epoch: 24/125, loss: 1.5336, acc: 0.5521
(TRAINING) task: 7, epoch: 25/125, loss: 1.4781, acc: 0.7643
(TESTING) task: 7, epoch: 25/125, loss: 1.5779, acc: 0.2812
(TRAINING) task: 7, epoch: 26/125, loss: 1.4716, acc: 0.7707
(TESTING) task: 7, epoch: 26/125, loss: 1.5513, acc: 0.2812
(TRAINING) task: 7, epoch: 27/125, loss: 1.4654, acc: 0.7707
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(TRAINING) task: 7, epoch: 28/125, loss: 1.4592, acc: 0.7707
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(TRAINING) task: 7, epoch: 29/125, loss: 1.4526, acc: 0.7771
(TESTING) task: 7, epoch: 29/125, loss: 1.5377, acc: 0.3854
(TRAINING) task: 7, epoch: 30/125, loss: 1.4464, acc: 0.7834
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(TRAINING) task: 7, epoch: 89/125, loss: 1.1716, acc: 0.7898
(TESTING) task: 7, epoch: 89/125, loss: 1.3465, acc: 0.6458
(TRAINING) task: 7, epoch: 90/125, loss: 1.1685, acc: 0.8025
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(TRAINING) task: 7, epoch: 91/125, loss: 1.1653, acc: 0.8089
(TESTING) task: 7, epoch: 91/125, loss: 1.3187, acc: 0.6458
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(TESTING) task: 7, epoch: 92/125, loss: 1.3962, acc: 0.5104
(TRAINING) task: 7, epoch: 93/125, loss: 1.1584, acc: 0.8089
(TESTING) task: 7, epoch: 93/125, loss: 1.1761, acc: 0.7812
(TRAINING) task: 7, epoch: 94/125, loss: 1.1553, acc: 0.8089
(TESTING) task: 7, epoch: 94/125, loss: 1.3368, acc: 0.6458
(TRAINING) task: 7, epoch: 95/125, loss: 1.1521, acc: 0.8089
(TESTING) task: 7, epoch: 95/125, loss: 1.2976, acc: 0.6458
(TRAINING) task: 7, epoch: 96/125, loss: 1.1490, acc: 0.8089
(TESTING) task: 7, epoch: 96/125, loss: 1.2921, acc: 0.6458
(TRAINING) task: 7, epoch: 97/125, loss: 1.1454, acc: 0.8280
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(TRAINING) task: 7, epoch: 98/125, loss: 1.1427, acc: 0.8280
(TESTING) task: 7, epoch: 98/125, loss: 1.3769, acc: 0.5104
(TRAINING) task: 7, epoch: 99/125, loss: 1.1394, acc: 0.8280
(TESTING) task: 7, epoch: 99/125, loss: 1.2597, acc: 0.7812
(TRAINING) task: 7, epoch: 100/125, loss: 1.1362, acc: 0.8280
(TESTING) task: 7, epoch: 100/125, loss: 1.2397, acc: 0.7812
(TRAINING) task: 7, epoch: 101/125, loss: 1.1340, acc: 0.8280
(TESTING) task: 7, epoch: 101/125, loss: 1.2783, acc: 0.6458
(TRAINING) task: 7, epoch: 102/125, loss: 1.1315, acc: 0.8280
(TESTING) task: 7, epoch: 102/125, loss: 1.2686, acc: 0.7812
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(TESTING) task: 7, epoch: 103/125, loss: 1.2743, acc: 0.6458
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(TESTING) task: 7, epoch: 104/125, loss: 1.2845, acc: 0.6458
(TRAINING) task: 7, epoch: 105/125, loss: 1.1248, acc: 0.8408
(TESTING) task: 7, epoch: 105/125, loss: 1.2126, acc: 0.7812
(TRAINING) task: 7, epoch: 106/125, loss: 1.1229, acc: 0.8535
(TESTING) task: 7, epoch: 106/125, loss: 1.2889, acc: 0.6458
(TRAINING) task: 7, epoch: 107/125, loss: 1.1205, acc: 0.8599
(TESTING) task: 7, epoch: 107/125, loss: 1.4648, acc: 0.5104
(TRAINING) task: 7, epoch: 108/125, loss: 1.1188, acc: 0.8662
(TESTING) task: 7, epoch: 108/125, loss: 1.3573, acc: 0.6458
(TRAINING) task: 7, epoch: 109/125, loss: 1.1168, acc: 0.8726
(TESTING) task: 7, epoch: 109/125, loss: 1.2846, acc: 0.7812
(TRAINING) task: 7, epoch: 110/125, loss: 1.1147, acc: 0.8790
(TESTING) task: 7, epoch: 110/125, loss: 1.2261, acc: 0.7812
(TRAINING) task: 7, epoch: 111/125, loss: 1.1124, acc: 0.8790
(TESTING) task: 7, epoch: 111/125, loss: 1.3301, acc: 0.6458
(TRAINING) task: 7, epoch: 112/125, loss: 1.1104, acc: 0.8854
(TESTING) task: 7, epoch: 112/125, loss: 1.3518, acc: 0.7500
(TRAINING) task: 7, epoch: 113/125, loss: 1.1081, acc: 0.8917
(TESTING) task: 7, epoch: 113/125, loss: 1.3162, acc: 0.6146
(TRAINING) task: 7, epoch: 114/125, loss: 1.1058, acc: 0.8981
(TESTING) task: 7, epoch: 114/125, loss: 1.3150, acc: 0.6146
(TRAINING) task: 7, epoch: 115/125, loss: 1.1035, acc: 0.8981
(TESTING) task: 7, epoch: 115/125, loss: 1.4273, acc: 0.4792
(TRAINING) task: 7, epoch: 116/125, loss: 1.1014, acc: 0.9045
(TESTING) task: 7, epoch: 116/125, loss: 1.3316, acc: 0.6146
(TRAINING) task: 7, epoch: 117/125, loss: 1.0988, acc: 0.9108
(TESTING) task: 7, epoch: 117/125, loss: 1.3180, acc: 0.6146
(TRAINING) task: 7, epoch: 118/125, loss: 1.0967, acc: 0.9172
(TESTING) task: 7, epoch: 118/125, loss: 1.3694, acc: 0.6146
(TRAINING) task: 7, epoch: 119/125, loss: 1.0942, acc: 0.9299
(TESTING) task: 7, epoch: 119/125, loss: 1.3505, acc: 0.6458
(TRAINING) task: 7, epoch: 120/125, loss: 1.0919, acc: 0.9299
(TESTING) task: 7, epoch: 120/125, loss: 1.2646, acc: 0.7812
(TRAINING) task: 7, epoch: 121/125, loss: 1.0897, acc: 0.9299
(TESTING) task: 7, epoch: 121/125, loss: 1.2509, acc: 0.6146
(TRAINING) task: 7, epoch: 122/125, loss: 1.0876, acc: 0.9299
(TESTING) task: 7, epoch: 122/125, loss: 1.3832, acc: 0.4792
(TRAINING) task: 7, epoch: 123/125, loss: 1.0854, acc: 0.9299
(TESTING) task: 7, epoch: 123/125, loss: 1.5350, acc: 0.3438
(TRAINING) task: 7, epoch: 124/125, loss: 1.0835, acc: 0.9299
(TESTING) task: 7, epoch: 124/125, loss: 1.1799, acc: 0.7500
#params=56069
(TRAINING) task: 8, epoch: 0/125, loss: 1.6149, acc: 0.1677
(TESTING) task: 8, epoch: 0/125, loss: 1.5965, acc: 0.3125
(TRAINING) task: 8, epoch: 1/125, loss: 1.6091, acc: 0.2194
(TESTING) task: 8, epoch: 1/125, loss: 1.5987, acc: 0.2500
(TRAINING) task: 8, epoch: 2/125, loss: 1.6036, acc: 0.2774
(TESTING) task: 8, epoch: 2/125, loss: 1.5982, acc: 0.3750
(TRAINING) task: 8, epoch: 3/125, loss: 1.5979, acc: 0.3097
(TESTING) task: 8, epoch: 3/125, loss: 1.5969, acc: 0.3750
(TRAINING) task: 8, epoch: 4/125, loss: 1.5922, acc: 0.3548
(TESTING) task: 8, epoch: 4/125, loss: 1.5870, acc: 0.4062
(TRAINING) task: 8, epoch: 5/125, loss: 1.5865, acc: 0.4065
(TESTING) task: 8, epoch: 5/125, loss: 1.5983, acc: 0.3125
(TRAINING) task: 8, epoch: 6/125, loss: 1.5806, acc: 0.4774
(TESTING) task: 8, epoch: 6/125, loss: 1.5819, acc: 0.4688
(TRAINING) task: 8, epoch: 7/125, loss: 1.5748, acc: 0.5484
(TESTING) task: 8, epoch: 7/125, loss: 1.6021, acc: 0.3438
(TRAINING) task: 8, epoch: 8/125, loss: 1.5686, acc: 0.5806
(TESTING) task: 8, epoch: 8/125, loss: 1.5871, acc: 0.5312
(TRAINING) task: 8, epoch: 9/125, loss: 1.5627, acc: 0.6323
(TESTING) task: 8, epoch: 9/125, loss: 1.5846, acc: 0.5625
(TRAINING) task: 8, epoch: 10/125, loss: 1.5563, acc: 0.6516
(TESTING) task: 8, epoch: 10/125, loss: 1.5799, acc: 0.5625
(TRAINING) task: 8, epoch: 11/125, loss: 1.5497, acc: 0.7161
(TESTING) task: 8, epoch: 11/125, loss: 1.5542, acc: 0.7812
(TRAINING) task: 8, epoch: 12/125, loss: 1.5429, acc: 0.7484
(TESTING) task: 8, epoch: 12/125, loss: 1.5526, acc: 0.7812
(TRAINING) task: 8, epoch: 13/125, loss: 1.5361, acc: 0.7548
(TESTING) task: 8, epoch: 13/125, loss: 1.5620, acc: 0.5000
(TRAINING) task: 8, epoch: 14/125, loss: 1.5290, acc: 0.7613
(TESTING) task: 8, epoch: 14/125, loss: 1.5733, acc: 0.5312
(TRAINING) task: 8, epoch: 15/125, loss: 1.5216, acc: 0.7677
(TESTING) task: 8, epoch: 15/125, loss: 1.5492, acc: 0.7188
(TRAINING) task: 8, epoch: 16/125, loss: 1.5141, acc: 0.7677
(TESTING) task: 8, epoch: 16/125, loss: 1.5713, acc: 0.4375
(TRAINING) task: 8, epoch: 17/125, loss: 1.5065, acc: 0.7871
(TESTING) task: 8, epoch: 17/125, loss: 1.5216, acc: 0.8125
(TRAINING) task: 8, epoch: 18/125, loss: 1.4988, acc: 0.7806
(TESTING) task: 8, epoch: 18/125, loss: 1.5148, acc: 0.7188
(TRAINING) task: 8, epoch: 19/125, loss: 1.4908, acc: 0.7935
(TESTING) task: 8, epoch: 19/125, loss: 1.5401, acc: 0.6562
(TRAINING) task: 8, epoch: 20/125, loss: 1.4829, acc: 0.8000
(TESTING) task: 8, epoch: 20/125, loss: 1.5012, acc: 0.8438
(TRAINING) task: 8, epoch: 21/125, loss: 1.4746, acc: 0.8194
(TESTING) task: 8, epoch: 21/125, loss: 1.5089, acc: 0.7500
(TRAINING) task: 8, epoch: 22/125, loss: 1.4666, acc: 0.8258
(TESTING) task: 8, epoch: 22/125, loss: 1.4896, acc: 0.7500
(TRAINING) task: 8, epoch: 23/125, loss: 1.4591, acc: 0.8258
(TESTING) task: 8, epoch: 23/125, loss: 1.5090, acc: 0.7500
(TRAINING) task: 8, epoch: 24/125, loss: 1.4506, acc: 0.8129
(TESTING) task: 8, epoch: 24/125, loss: 1.5075, acc: 0.6562
(TRAINING) task: 8, epoch: 25/125, loss: 1.4428, acc: 0.8065
(TESTING) task: 8, epoch: 25/125, loss: 1.4797, acc: 0.6250
(TRAINING) task: 8, epoch: 26/125, loss: 1.4349, acc: 0.8129
(TESTING) task: 8, epoch: 26/125, loss: 1.5056, acc: 0.7188
(TRAINING) task: 8, epoch: 27/125, loss: 1.4267, acc: 0.8000
(TESTING) task: 8, epoch: 27/125, loss: 1.4513, acc: 0.7812
(TRAINING) task: 8, epoch: 28/125, loss: 1.4190, acc: 0.8000
(TESTING) task: 8, epoch: 28/125, loss: 1.4386, acc: 0.6875
(TRAINING) task: 8, epoch: 29/125, loss: 1.4108, acc: 0.7935
(TESTING) task: 8, epoch: 29/125, loss: 1.4479, acc: 0.6875
(TRAINING) task: 8, epoch: 30/125, loss: 1.4031, acc: 0.7742
(TESTING) task: 8, epoch: 30/125, loss: 1.4386, acc: 0.6875
(TRAINING) task: 8, epoch: 31/125, loss: 1.3952, acc: 0.7677
(TESTING) task: 8, epoch: 31/125, loss: 1.4162, acc: 0.6875
(TRAINING) task: 8, epoch: 32/125, loss: 1.3868, acc: 0.7484
(TESTING) task: 8, epoch: 32/125, loss: 1.4209, acc: 0.6562
(TRAINING) task: 8, epoch: 33/125, loss: 1.3795, acc: 0.7355
(TESTING) task: 8, epoch: 33/125, loss: 1.4277, acc: 0.5312
(TRAINING) task: 8, epoch: 34/125, loss: 1.3714, acc: 0.7161
(TESTING) task: 8, epoch: 34/125, loss: 1.3841, acc: 0.6250
(TRAINING) task: 8, epoch: 35/125, loss: 1.3642, acc: 0.7097
(TESTING) task: 8, epoch: 35/125, loss: 1.4074, acc: 0.5312
(TRAINING) task: 8, epoch: 36/125, loss: 1.3561, acc: 0.7097
(TESTING) task: 8, epoch: 36/125, loss: 1.4413, acc: 0.5312
(TRAINING) task: 8, epoch: 37/125, loss: 1.3493, acc: 0.7032
(TESTING) task: 8, epoch: 37/125, loss: 1.4072, acc: 0.5312
(TRAINING) task: 8, epoch: 38/125, loss: 1.3415, acc: 0.6968
(TESTING) task: 8, epoch: 38/125, loss: 1.3840, acc: 0.5312
(TRAINING) task: 8, epoch: 39/125, loss: 1.3343, acc: 0.6968
(TESTING) task: 8, epoch: 39/125, loss: 1.3705, acc: 0.6250
(TRAINING) task: 8, epoch: 40/125, loss: 1.3272, acc: 0.6968
(TESTING) task: 8, epoch: 40/125, loss: 1.3781, acc: 0.5312
(TRAINING) task: 8, epoch: 41/125, loss: 1.3198, acc: 0.6903
(TESTING) task: 8, epoch: 41/125, loss: 1.3247, acc: 0.6250
(TRAINING) task: 8, epoch: 42/125, loss: 1.3130, acc: 0.6839
(TESTING) task: 8, epoch: 42/125, loss: 1.3184, acc: 0.6250
(TRAINING) task: 8, epoch: 43/125, loss: 1.3062, acc: 0.6903
(TESTING) task: 8, epoch: 43/125, loss: 1.3650, acc: 0.5312
(TRAINING) task: 8, epoch: 44/125, loss: 1.3003, acc: 0.6839
(TESTING) task: 8, epoch: 44/125, loss: 1.4102, acc: 0.4375
(TRAINING) task: 8, epoch: 45/125, loss: 1.2941, acc: 0.6774
(TESTING) task: 8, epoch: 45/125, loss: 1.3427, acc: 0.5000
(TRAINING) task: 8, epoch: 46/125, loss: 1.2889, acc: 0.6581
(TESTING) task: 8, epoch: 46/125, loss: 1.4681, acc: 0.3125
(TRAINING) task: 8, epoch: 47/125, loss: 1.2830, acc: 0.6516
(TESTING) task: 8, epoch: 47/125, loss: 1.3443, acc: 0.5000
(TRAINING) task: 8, epoch: 48/125, loss: 1.2787, acc: 0.6387
(TESTING) task: 8, epoch: 48/125, loss: 1.3258, acc: 0.5000
(TRAINING) task: 8, epoch: 49/125, loss: 1.2740, acc: 0.6387
(TESTING) task: 8, epoch: 49/125, loss: 1.2725, acc: 0.5938
(TRAINING) task: 8, epoch: 50/125, loss: 1.2703, acc: 0.6387
(TESTING) task: 8, epoch: 50/125, loss: 1.3936, acc: 0.4062
(TRAINING) task: 8, epoch: 51/125, loss: 1.2665, acc: 0.6323
(TESTING) task: 8, epoch: 51/125, loss: 1.3689, acc: 0.4062
(TRAINING) task: 8, epoch: 52/125, loss: 1.2632, acc: 0.6323
(TESTING) task: 8, epoch: 52/125, loss: 1.3121, acc: 0.5000
(TRAINING) task: 8, epoch: 53/125, loss: 1.2603, acc: 0.6323
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(TRAINING) task: 8, epoch: 54/125, loss: 1.2571, acc: 0.6323
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(TRAINING) task: 8, epoch: 56/125, loss: 1.2525, acc: 0.6323
(TESTING) task: 8, epoch: 56/125, loss: 1.1802, acc: 0.6875
(TRAINING) task: 8, epoch: 57/125, loss: 1.2496, acc: 0.6452
(TESTING) task: 8, epoch: 57/125, loss: 1.2525, acc: 0.5938
(TRAINING) task: 8, epoch: 58/125, loss: 1.2468, acc: 0.6452
(TESTING) task: 8, epoch: 58/125, loss: 1.3526, acc: 0.4062
(TRAINING) task: 8, epoch: 59/125, loss: 1.2447, acc: 0.6516
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(TRAINING) task: 8, epoch: 60/125, loss: 1.2419, acc: 0.6516
(TESTING) task: 8, epoch: 60/125, loss: 1.3708, acc: 0.4062
(TRAINING) task: 8, epoch: 61/125, loss: 1.2395, acc: 0.6516
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(TRAINING) task: 8, epoch: 62/125, loss: 1.2365, acc: 0.6516
(TESTING) task: 8, epoch: 62/125, loss: 1.3034, acc: 0.5000
(TRAINING) task: 8, epoch: 63/125, loss: 1.2339, acc: 0.6581
(TESTING) task: 8, epoch: 63/125, loss: 1.2841, acc: 0.5000
(TRAINING) task: 8, epoch: 64/125, loss: 1.2317, acc: 0.6710
(TESTING) task: 8, epoch: 64/125, loss: 1.2182, acc: 0.5938
(TRAINING) task: 8, epoch: 65/125, loss: 1.2291, acc: 0.6710
(TESTING) task: 8, epoch: 65/125, loss: 1.2782, acc: 0.5000
(TRAINING) task: 8, epoch: 66/125, loss: 1.2265, acc: 0.6710
(TESTING) task: 8, epoch: 66/125, loss: 1.2205, acc: 0.5938
(TRAINING) task: 8, epoch: 67/125, loss: 1.2242, acc: 0.6710
(TESTING) task: 8, epoch: 67/125, loss: 1.2152, acc: 0.5938
(TRAINING) task: 8, epoch: 68/125, loss: 1.2220, acc: 0.6710
(TESTING) task: 8, epoch: 68/125, loss: 1.3482, acc: 0.4062
(TRAINING) task: 8, epoch: 69/125, loss: 1.2197, acc: 0.6710
(TESTING) task: 8, epoch: 69/125, loss: 1.3475, acc: 0.4062
(TRAINING) task: 8, epoch: 70/125, loss: 1.2176, acc: 0.6839
(TESTING) task: 8, epoch: 70/125, loss: 1.2834, acc: 0.5000
(TRAINING) task: 8, epoch: 71/125, loss: 1.2156, acc: 0.6968
(TESTING) task: 8, epoch: 71/125, loss: 1.2117, acc: 0.6250
(TRAINING) task: 8, epoch: 72/125, loss: 1.2136, acc: 0.7032
(TESTING) task: 8, epoch: 72/125, loss: 1.3408, acc: 0.5312
(TRAINING) task: 8, epoch: 73/125, loss: 1.2120, acc: 0.7097
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(TRAINING) task: 8, epoch: 74/125, loss: 1.2100, acc: 0.7097
(TESTING) task: 8, epoch: 74/125, loss: 1.3613, acc: 0.4375
(TRAINING) task: 8, epoch: 75/125, loss: 1.2083, acc: 0.7161
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(TRAINING) task: 8, epoch: 76/125, loss: 1.2065, acc: 0.7290
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(TRAINING) task: 8, epoch: 77/125, loss: 1.2049, acc: 0.7419
(TESTING) task: 8, epoch: 77/125, loss: 1.3406, acc: 0.5625
(TRAINING) task: 8, epoch: 78/125, loss: 1.2030, acc: 0.7484
(TESTING) task: 8, epoch: 78/125, loss: 1.3474, acc: 0.5625
(TRAINING) task: 8, epoch: 79/125, loss: 1.2014, acc: 0.7613
(TESTING) task: 8, epoch: 79/125, loss: 1.1990, acc: 0.6562
(TRAINING) task: 8, epoch: 80/125, loss: 1.1994, acc: 0.7742
(TESTING) task: 8, epoch: 80/125, loss: 1.3388, acc: 0.4688
(TRAINING) task: 8, epoch: 81/125, loss: 1.1978, acc: 0.7742
(TESTING) task: 8, epoch: 81/125, loss: 1.2665, acc: 0.6562
(TRAINING) task: 8, epoch: 82/125, loss: 1.1958, acc: 0.7871
(TESTING) task: 8, epoch: 82/125, loss: 1.1924, acc: 0.7500
(TRAINING) task: 8, epoch: 83/125, loss: 1.1943, acc: 0.7935
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(TRAINING) task: 8, epoch: 84/125, loss: 1.1927, acc: 0.8000
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(TESTING) task: 8, epoch: 85/125, loss: 1.1318, acc: 0.7500
(TRAINING) task: 8, epoch: 86/125, loss: 1.1891, acc: 0.8258
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(TRAINING) task: 8, epoch: 87/125, loss: 1.1869, acc: 0.8323
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(TESTING) task: 8, epoch: 88/125, loss: 1.1894, acc: 0.6562
(TRAINING) task: 8, epoch: 89/125, loss: 1.1823, acc: 0.8387
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(TESTING) task: 8, epoch: 90/125, loss: 1.3113, acc: 0.7188
(TRAINING) task: 8, epoch: 91/125, loss: 1.1783, acc: 0.8387
(TESTING) task: 8, epoch: 91/125, loss: 1.2416, acc: 0.7188
(TRAINING) task: 8, epoch: 92/125, loss: 1.1758, acc: 0.8452
(TESTING) task: 8, epoch: 92/125, loss: 1.2511, acc: 0.7188
(TRAINING) task: 8, epoch: 93/125, loss: 1.1740, acc: 0.8581
(TESTING) task: 8, epoch: 93/125, loss: 1.2533, acc: 0.7500
(TRAINING) task: 8, epoch: 94/125, loss: 1.1712, acc: 0.8645
(TESTING) task: 8, epoch: 94/125, loss: 1.3742, acc: 0.6562
(TRAINING) task: 8, epoch: 95/125, loss: 1.1688, acc: 0.8645
(TESTING) task: 8, epoch: 95/125, loss: 1.2474, acc: 0.7500
(TRAINING) task: 8, epoch: 96/125, loss: 1.1668, acc: 0.8645
(TESTING) task: 8, epoch: 96/125, loss: 1.2892, acc: 0.8750
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(TESTING) task: 8, epoch: 97/125, loss: 1.2768, acc: 0.8750
(TRAINING) task: 8, epoch: 98/125, loss: 1.1620, acc: 0.8710
(TESTING) task: 8, epoch: 98/125, loss: 1.2204, acc: 0.9062
(TRAINING) task: 8, epoch: 99/125, loss: 1.1599, acc: 0.8774
(TESTING) task: 8, epoch: 99/125, loss: 1.2334, acc: 0.8125
(TRAINING) task: 8, epoch: 100/125, loss: 1.1580, acc: 0.8839
(TESTING) task: 8, epoch: 100/125, loss: 1.2272, acc: 0.8125
(TRAINING) task: 8, epoch: 101/125, loss: 1.1557, acc: 0.8839
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(TRAINING) task: 8, epoch: 120/125, loss: 1.1206, acc: 0.9097
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(TRAINING) task: 8, epoch: 121/125, loss: 1.1194, acc: 0.9097
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(TRAINING) task: 8, epoch: 122/125, loss: 1.1179, acc: 0.9097
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(TRAINING) task: 8, epoch: 123/125, loss: 1.1170, acc: 0.9032
(TESTING) task: 8, epoch: 123/125, loss: 1.1494, acc: 0.9062
(TRAINING) task: 8, epoch: 124/125, loss: 1.1156, acc: 0.9097
(TESTING) task: 8, epoch: 124/125, loss: 1.1847, acc: 0.8125
#params=56069
(TRAINING) task: 9, epoch: 0/125, loss: 1.6108, acc: 0.1732
(TESTING) task: 9, epoch: 0/125, loss: 1.6109, acc: 0.1875
(TRAINING) task: 9, epoch: 1/125, loss: 1.6064, acc: 0.2123
(TESTING) task: 9, epoch: 1/125, loss: 1.6042, acc: 0.2500
(TRAINING) task: 9, epoch: 2/125, loss: 1.6020, acc: 0.2849
(TESTING) task: 9, epoch: 2/125, loss: 1.6043, acc: 0.1875
(TRAINING) task: 9, epoch: 3/125, loss: 1.5975, acc: 0.3240
(TESTING) task: 9, epoch: 3/125, loss: 1.6094, acc: 0.1562
(TRAINING) task: 9, epoch: 4/125, loss: 1.5932, acc: 0.3799
(TESTING) task: 9, epoch: 4/125, loss: 1.6055, acc: 0.2188
(TRAINING) task: 9, epoch: 5/125, loss: 1.5889, acc: 0.4246
(TESTING) task: 9, epoch: 5/125, loss: 1.6000, acc: 0.1875
(TRAINING) task: 9, epoch: 6/125, loss: 1.5844, acc: 0.4749
(TESTING) task: 9, epoch: 6/125, loss: 1.5982, acc: 0.3125
(TRAINING) task: 9, epoch: 7/125, loss: 1.5801, acc: 0.5140
(TESTING) task: 9, epoch: 7/125, loss: 1.5996, acc: 0.3438
(TRAINING) task: 9, epoch: 8/125, loss: 1.5758, acc: 0.5363
(TESTING) task: 9, epoch: 8/125, loss: 1.5955, acc: 0.3750
(TRAINING) task: 9, epoch: 9/125, loss: 1.5715, acc: 0.5587
(TESTING) task: 9, epoch: 9/125, loss: 1.5963, acc: 0.3750
(TRAINING) task: 9, epoch: 10/125, loss: 1.5670, acc: 0.5922
(TESTING) task: 9, epoch: 10/125, loss: 1.5926, acc: 0.5000
(TRAINING) task: 9, epoch: 11/125, loss: 1.5625, acc: 0.6480
(TESTING) task: 9, epoch: 11/125, loss: 1.5916, acc: 0.5312
(TRAINING) task: 9, epoch: 12/125, loss: 1.5581, acc: 0.6816
(TESTING) task: 9, epoch: 12/125, loss: 1.5911, acc: 0.5000
(TRAINING) task: 9, epoch: 13/125, loss: 1.5537, acc: 0.6983
(TESTING) task: 9, epoch: 13/125, loss: 1.5901, acc: 0.5000
(TRAINING) task: 9, epoch: 14/125, loss: 1.5492, acc: 0.7318
(TESTING) task: 9, epoch: 14/125, loss: 1.5869, acc: 0.5625
(TRAINING) task: 9, epoch: 15/125, loss: 1.5444, acc: 0.7598
(TESTING) task: 9, epoch: 15/125, loss: 1.5854, acc: 0.5000
(TRAINING) task: 9, epoch: 16/125, loss: 1.5398, acc: 0.7709
(TESTING) task: 9, epoch: 16/125, loss: 1.5831, acc: 0.5312
(TRAINING) task: 9, epoch: 17/125, loss: 1.5351, acc: 0.7821
(TESTING) task: 9, epoch: 17/125, loss: 1.5843, acc: 0.5312
(TRAINING) task: 9, epoch: 18/125, loss: 1.5301, acc: 0.7989
(TESTING) task: 9, epoch: 18/125, loss: 1.5738, acc: 0.6875
(TRAINING) task: 9, epoch: 19/125, loss: 1.5251, acc: 0.8212
(TESTING) task: 9, epoch: 19/125, loss: 1.5739, acc: 0.7188
(TRAINING) task: 9, epoch: 20/125, loss: 1.5200, acc: 0.8268
(TESTING) task: 9, epoch: 20/125, loss: 1.5706, acc: 0.7500
(TRAINING) task: 9, epoch: 21/125, loss: 1.5147, acc: 0.8268
(TESTING) task: 9, epoch: 21/125, loss: 1.5678, acc: 0.6562
(TRAINING) task: 9, epoch: 22/125, loss: 1.5096, acc: 0.8380
(TESTING) task: 9, epoch: 22/125, loss: 1.5693, acc: 0.6250
(TRAINING) task: 9, epoch: 23/125, loss: 1.5043, acc: 0.8547
(TESTING) task: 9, epoch: 23/125, loss: 1.5641, acc: 0.7500
(TRAINING) task: 9, epoch: 24/125, loss: 1.4992, acc: 0.8603
(TESTING) task: 9, epoch: 24/125, loss: 1.5642, acc: 0.7812
(TRAINING) task: 9, epoch: 25/125, loss: 1.4941, acc: 0.8771
(TESTING) task: 9, epoch: 25/125, loss: 1.5640, acc: 0.7500
(TRAINING) task: 9, epoch: 26/125, loss: 1.4891, acc: 0.8827
(TESTING) task: 9, epoch: 26/125, loss: 1.5565, acc: 0.7500
(TRAINING) task: 9, epoch: 27/125, loss: 1.4840, acc: 0.8827
(TESTING) task: 9, epoch: 27/125, loss: 1.5551, acc: 0.7812
(TRAINING) task: 9, epoch: 28/125, loss: 1.4791, acc: 0.8827
(TESTING) task: 9, epoch: 28/125, loss: 1.5402, acc: 0.8125
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(TESTING) task: 9, epoch: 29/125, loss: 1.5489, acc: 0.7812
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(TESTING) task: 9, epoch: 30/125, loss: 1.5418, acc: 0.8125
(TRAINING) task: 9, epoch: 31/125, loss: 1.4636, acc: 0.8883
(TESTING) task: 9, epoch: 31/125, loss: 1.5449, acc: 0.7812
(TRAINING) task: 9, epoch: 32/125, loss: 1.4588, acc: 0.8883
(TESTING) task: 9, epoch: 32/125, loss: 1.5353, acc: 0.7812
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(TESTING) task: 9, epoch: 34/125, loss: 1.5295, acc: 0.7500
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(TESTING) task: 9, epoch: 113/125, loss: 1.2444, acc: 0.7812
(TRAINING) task: 9, epoch: 114/125, loss: 1.1104, acc: 0.8939
(TESTING) task: 9, epoch: 114/125, loss: 1.2408, acc: 0.7500
(TRAINING) task: 9, epoch: 115/125, loss: 1.1098, acc: 0.8939
(TESTING) task: 9, epoch: 115/125, loss: 1.2731, acc: 0.7188
(TRAINING) task: 9, epoch: 116/125, loss: 1.1095, acc: 0.8883
(TESTING) task: 9, epoch: 116/125, loss: 1.2263, acc: 0.7812
(TRAINING) task: 9, epoch: 117/125, loss: 1.1084, acc: 0.8827
(TESTING) task: 9, epoch: 117/125, loss: 1.2506, acc: 0.7188
(TRAINING) task: 9, epoch: 118/125, loss: 1.1087, acc: 0.8827
(TESTING) task: 9, epoch: 118/125, loss: 1.2387, acc: 0.7812
(TRAINING) task: 9, epoch: 119/125, loss: 1.1081, acc: 0.8883
(TESTING) task: 9, epoch: 119/125, loss: 1.2594, acc: 0.7188
(TRAINING) task: 9, epoch: 120/125, loss: 1.1082, acc: 0.8883
(TESTING) task: 9, epoch: 120/125, loss: 1.2635, acc: 0.7188
(TRAINING) task: 9, epoch: 121/125, loss: 1.1073, acc: 0.8883
(TESTING) task: 9, epoch: 121/125, loss: 1.2201, acc: 0.7812
(TRAINING) task: 9, epoch: 122/125, loss: 1.1079, acc: 0.8883
(TESTING) task: 9, epoch: 122/125, loss: 1.2499, acc: 0.7500
(TRAINING) task: 9, epoch: 123/125, loss: 1.1071, acc: 0.8827
(TESTING) task: 9, epoch: 123/125, loss: 1.2090, acc: 0.8125
(TRAINING) task: 9, epoch: 124/125, loss: 1.1067, acc: 0.8827
(TESTING) task: 9, epoch: 124/125, loss: 1.2440, acc: 0.7812
#params=56069
(TRAINING) task: 10, epoch: 0/125, loss: 1.5938, acc: 0.3448
(TESTING) task: 10, epoch: 0/125, loss: 1.6055, acc: 0.3542
(TRAINING) task: 10, epoch: 1/125, loss: 1.5875, acc: 0.4069
(TESTING) task: 10, epoch: 1/125, loss: 1.6173, acc: 0.2188
(TRAINING) task: 10, epoch: 2/125, loss: 1.5811, acc: 0.4828
(TESTING) task: 10, epoch: 2/125, loss: 1.6091, acc: 0.3542
(TRAINING) task: 10, epoch: 3/125, loss: 1.5745, acc: 0.5241
(TESTING) task: 10, epoch: 3/125, loss: 1.6026, acc: 0.3854
(TRAINING) task: 10, epoch: 4/125, loss: 1.5684, acc: 0.5448
(TESTING) task: 10, epoch: 4/125, loss: 1.5935, acc: 0.3854
(TRAINING) task: 10, epoch: 5/125, loss: 1.5622, acc: 0.5862
(TESTING) task: 10, epoch: 5/125, loss: 1.5766, acc: 0.3854
(TRAINING) task: 10, epoch: 6/125, loss: 1.5556, acc: 0.6138
(TESTING) task: 10, epoch: 6/125, loss: 1.6084, acc: 0.2500
(TRAINING) task: 10, epoch: 7/125, loss: 1.5493, acc: 0.6207
(TESTING) task: 10, epoch: 7/125, loss: 1.5639, acc: 0.5208
(TRAINING) task: 10, epoch: 8/125, loss: 1.5430, acc: 0.6621
(TESTING) task: 10, epoch: 8/125, loss: 1.5215, acc: 0.7188
(TRAINING) task: 10, epoch: 9/125, loss: 1.5363, acc: 0.6621
(TESTING) task: 10, epoch: 9/125, loss: 1.5436, acc: 0.7500
(TRAINING) task: 10, epoch: 10/125, loss: 1.5294, acc: 0.6690
(TESTING) task: 10, epoch: 10/125, loss: 1.5500, acc: 0.6146
(TRAINING) task: 10, epoch: 11/125, loss: 1.5229, acc: 0.6897
(TESTING) task: 10, epoch: 11/125, loss: 1.5505, acc: 0.6146
(TRAINING) task: 10, epoch: 12/125, loss: 1.5159, acc: 0.6966
(TESTING) task: 10, epoch: 12/125, loss: 1.5436, acc: 0.4792
(TRAINING) task: 10, epoch: 13/125, loss: 1.5086, acc: 0.6966
(TESTING) task: 10, epoch: 13/125, loss: 1.5561, acc: 0.6146
(TRAINING) task: 10, epoch: 14/125, loss: 1.5014, acc: 0.6966
(TESTING) task: 10, epoch: 14/125, loss: 1.5635, acc: 0.4792
(TRAINING) task: 10, epoch: 15/125, loss: 1.4938, acc: 0.6966
(TESTING) task: 10, epoch: 15/125, loss: 1.4889, acc: 0.7500
(TRAINING) task: 10, epoch: 16/125, loss: 1.4857, acc: 0.6966
(TESTING) task: 10, epoch: 16/125, loss: 1.5348, acc: 0.6146
(TRAINING) task: 10, epoch: 17/125, loss: 1.4783, acc: 0.6897
(TESTING) task: 10, epoch: 17/125, loss: 1.4781, acc: 0.7500
(TRAINING) task: 10, epoch: 18/125, loss: 1.4700, acc: 0.6759
(TESTING) task: 10, epoch: 18/125, loss: 1.5623, acc: 0.3438
(TRAINING) task: 10, epoch: 19/125, loss: 1.4617, acc: 0.6690
(TESTING) task: 10, epoch: 19/125, loss: 1.5619, acc: 0.3125
(TRAINING) task: 10, epoch: 20/125, loss: 1.4540, acc: 0.6690
(TESTING) task: 10, epoch: 20/125, loss: 1.4923, acc: 0.5833
(TRAINING) task: 10, epoch: 21/125, loss: 1.4452, acc: 0.6759
(TESTING) task: 10, epoch: 21/125, loss: 1.4668, acc: 0.7188
(TRAINING) task: 10, epoch: 22/125, loss: 1.4376, acc: 0.6690
(TESTING) task: 10, epoch: 22/125, loss: 1.5005, acc: 0.4479
(TRAINING) task: 10, epoch: 23/125, loss: 1.4291, acc: 0.6690
(TESTING) task: 10, epoch: 23/125, loss: 1.4487, acc: 0.5833
(TRAINING) task: 10, epoch: 24/125, loss: 1.4207, acc: 0.6621
(TESTING) task: 10, epoch: 24/125, loss: 1.4306, acc: 0.7188
(TRAINING) task: 10, epoch: 25/125, loss: 1.4133, acc: 0.6552
(TESTING) task: 10, epoch: 25/125, loss: 1.3762, acc: 0.7188
(TRAINING) task: 10, epoch: 26/125, loss: 1.4049, acc: 0.6483
(TESTING) task: 10, epoch: 26/125, loss: 1.4649, acc: 0.4479
(TRAINING) task: 10, epoch: 27/125, loss: 1.3975, acc: 0.6483
(TESTING) task: 10, epoch: 27/125, loss: 1.4679, acc: 0.4479
(TRAINING) task: 10, epoch: 28/125, loss: 1.3901, acc: 0.6483
(TESTING) task: 10, epoch: 28/125, loss: 1.4900, acc: 0.4479
(TRAINING) task: 10, epoch: 29/125, loss: 1.3826, acc: 0.6414
(TESTING) task: 10, epoch: 29/125, loss: 1.4592, acc: 0.4479
(TRAINING) task: 10, epoch: 30/125, loss: 1.3755, acc: 0.6414
(TESTING) task: 10, epoch: 30/125, loss: 1.4065, acc: 0.5833
(TRAINING) task: 10, epoch: 31/125, loss: 1.3683, acc: 0.6414
(TESTING) task: 10, epoch: 31/125, loss: 1.3759, acc: 0.5833
(TRAINING) task: 10, epoch: 32/125, loss: 1.3616, acc: 0.6414
(TESTING) task: 10, epoch: 32/125, loss: 1.3979, acc: 0.5833
(TRAINING) task: 10, epoch: 33/125, loss: 1.3549, acc: 0.6414
(TESTING) task: 10, epoch: 33/125, loss: 1.4523, acc: 0.4479
(TRAINING) task: 10, epoch: 34/125, loss: 1.3485, acc: 0.6414
(TESTING) task: 10, epoch: 34/125, loss: 1.4064, acc: 0.5833
(TRAINING) task: 10, epoch: 35/125, loss: 1.3417, acc: 0.6414
(TESTING) task: 10, epoch: 35/125, loss: 1.3940, acc: 0.5833
(TRAINING) task: 10, epoch: 36/125, loss: 1.3349, acc: 0.6414
(TESTING) task: 10, epoch: 36/125, loss: 1.3902, acc: 0.5833
(TRAINING) task: 10, epoch: 37/125, loss: 1.3279, acc: 0.6414
(TESTING) task: 10, epoch: 37/125, loss: 1.4330, acc: 0.4479
(TRAINING) task: 10, epoch: 38/125, loss: 1.3213, acc: 0.6414
(TESTING) task: 10, epoch: 38/125, loss: 1.3617, acc: 0.5833
(TRAINING) task: 10, epoch: 39/125, loss: 1.3150, acc: 0.6414
(TESTING) task: 10, epoch: 39/125, loss: 1.4239, acc: 0.4479
(TRAINING) task: 10, epoch: 40/125, loss: 1.3083, acc: 0.6414
(TESTING) task: 10, epoch: 40/125, loss: 1.4218, acc: 0.4479
(TRAINING) task: 10, epoch: 41/125, loss: 1.3009, acc: 0.6414
(TESTING) task: 10, epoch: 41/125, loss: 1.3381, acc: 0.5833
(TRAINING) task: 10, epoch: 42/125, loss: 1.2941, acc: 0.6414
(TESTING) task: 10, epoch: 42/125, loss: 1.3145, acc: 0.5833
(TRAINING) task: 10, epoch: 43/125, loss: 1.2878, acc: 0.6414
(TESTING) task: 10, epoch: 43/125, loss: 1.3254, acc: 0.5833
(TRAINING) task: 10, epoch: 44/125, loss: 1.2809, acc: 0.6414
(TESTING) task: 10, epoch: 44/125, loss: 1.3145, acc: 0.5833
(TRAINING) task: 10, epoch: 45/125, loss: 1.2748, acc: 0.6483
(TESTING) task: 10, epoch: 45/125, loss: 1.3052, acc: 0.5833
(TRAINING) task: 10, epoch: 46/125, loss: 1.2689, acc: 0.6483
(TESTING) task: 10, epoch: 46/125, loss: 1.3116, acc: 0.5833
(TRAINING) task: 10, epoch: 47/125, loss: 1.2633, acc: 0.6483
(TESTING) task: 10, epoch: 47/125, loss: 1.3905, acc: 0.4479
(TRAINING) task: 10, epoch: 48/125, loss: 1.2582, acc: 0.6483
(TESTING) task: 10, epoch: 48/125, loss: 1.3086, acc: 0.5833
(TRAINING) task: 10, epoch: 49/125, loss: 1.2537, acc: 0.6552
(TESTING) task: 10, epoch: 49/125, loss: 1.2881, acc: 0.5833
(TRAINING) task: 10, epoch: 50/125, loss: 1.2500, acc: 0.6552
(TESTING) task: 10, epoch: 50/125, loss: 1.3751, acc: 0.4479
(TRAINING) task: 10, epoch: 51/125, loss: 1.2462, acc: 0.6483
(TESTING) task: 10, epoch: 51/125, loss: 1.3898, acc: 0.4479
(TRAINING) task: 10, epoch: 52/125, loss: 1.2436, acc: 0.6483
(TESTING) task: 10, epoch: 52/125, loss: 1.2143, acc: 0.7188
(TRAINING) task: 10, epoch: 53/125, loss: 1.2406, acc: 0.6483
(TESTING) task: 10, epoch: 53/125, loss: 1.2790, acc: 0.5833
(TRAINING) task: 10, epoch: 54/125, loss: 1.2384, acc: 0.6483
(TESTING) task: 10, epoch: 54/125, loss: 1.3720, acc: 0.4479
(TRAINING) task: 10, epoch: 55/125, loss: 1.2364, acc: 0.6483
(TESTING) task: 10, epoch: 55/125, loss: 1.2863, acc: 0.5833
(TRAINING) task: 10, epoch: 56/125, loss: 1.2348, acc: 0.6483
(TESTING) task: 10, epoch: 56/125, loss: 1.2811, acc: 0.5833
(TRAINING) task: 10, epoch: 57/125, loss: 1.2336, acc: 0.6483
(TESTING) task: 10, epoch: 57/125, loss: 1.3752, acc: 0.4479
(TRAINING) task: 10, epoch: 58/125, loss: 1.2317, acc: 0.6483
(TESTING) task: 10, epoch: 58/125, loss: 1.4704, acc: 0.3125
(TRAINING) task: 10, epoch: 59/125, loss: 1.2298, acc: 0.6483
(TESTING) task: 10, epoch: 59/125, loss: 1.2710, acc: 0.5833
(TRAINING) task: 10, epoch: 60/125, loss: 1.2291, acc: 0.6414
(TESTING) task: 10, epoch: 60/125, loss: 1.2706, acc: 0.5833
(TRAINING) task: 10, epoch: 61/125, loss: 1.2270, acc: 0.6414
(TESTING) task: 10, epoch: 61/125, loss: 1.2779, acc: 0.5833
(TRAINING) task: 10, epoch: 62/125, loss: 1.2246, acc: 0.6414
(TESTING) task: 10, epoch: 62/125, loss: 1.2694, acc: 0.5833
(TRAINING) task: 10, epoch: 63/125, loss: 1.2217, acc: 0.6483
(TESTING) task: 10, epoch: 63/125, loss: 1.3635, acc: 0.4479
(TRAINING) task: 10, epoch: 64/125, loss: 1.2190, acc: 0.6414
(TESTING) task: 10, epoch: 64/125, loss: 1.2678, acc: 0.5833
(TRAINING) task: 10, epoch: 65/125, loss: 1.2167, acc: 0.6414
(TESTING) task: 10, epoch: 65/125, loss: 1.3754, acc: 0.4479
(TRAINING) task: 10, epoch: 66/125, loss: 1.2137, acc: 0.6414
(TESTING) task: 10, epoch: 66/125, loss: 1.3740, acc: 0.4479
(TRAINING) task: 10, epoch: 67/125, loss: 1.2093, acc: 0.6483
(TESTING) task: 10, epoch: 67/125, loss: 1.4595, acc: 0.3125
(TRAINING) task: 10, epoch: 68/125, loss: 1.2056, acc: 0.6483
(TESTING) task: 10, epoch: 68/125, loss: 1.2780, acc: 0.5833
(TRAINING) task: 10, epoch: 69/125, loss: 1.2026, acc: 0.6483
(TESTING) task: 10, epoch: 69/125, loss: 1.3369, acc: 0.4479
(TRAINING) task: 10, epoch: 70/125, loss: 1.1989, acc: 0.6690
(TESTING) task: 10, epoch: 70/125, loss: 1.2685, acc: 0.5833
(TRAINING) task: 10, epoch: 71/125, loss: 1.1956, acc: 0.6828
(TESTING) task: 10, epoch: 71/125, loss: 1.3375, acc: 0.4479
(TRAINING) task: 10, epoch: 72/125, loss: 1.1916, acc: 0.7034
(TESTING) task: 10, epoch: 72/125, loss: 1.3603, acc: 0.4479
(TRAINING) task: 10, epoch: 73/125, loss: 1.1887, acc: 0.7034
(TESTING) task: 10, epoch: 73/125, loss: 1.4703, acc: 0.3125
(TRAINING) task: 10, epoch: 74/125, loss: 1.1852, acc: 0.7034
(TESTING) task: 10, epoch: 74/125, loss: 1.2345, acc: 0.5833
(TRAINING) task: 10, epoch: 75/125, loss: 1.1827, acc: 0.7172
(TESTING) task: 10, epoch: 75/125, loss: 1.1522, acc: 0.7188
(TRAINING) task: 10, epoch: 76/125, loss: 1.1801, acc: 0.7172
(TESTING) task: 10, epoch: 76/125, loss: 1.2453, acc: 0.5833
(TRAINING) task: 10, epoch: 77/125, loss: 1.1780, acc: 0.7172
(TESTING) task: 10, epoch: 77/125, loss: 1.2348, acc: 0.5833
(TRAINING) task: 10, epoch: 78/125, loss: 1.1760, acc: 0.7172
(TESTING) task: 10, epoch: 78/125, loss: 1.3512, acc: 0.4479
(TRAINING) task: 10, epoch: 79/125, loss: 1.1746, acc: 0.7172
(TESTING) task: 10, epoch: 79/125, loss: 1.3241, acc: 0.4479
(TRAINING) task: 10, epoch: 80/125, loss: 1.1728, acc: 0.7172
(TESTING) task: 10, epoch: 80/125, loss: 1.4216, acc: 0.3125
(TRAINING) task: 10, epoch: 81/125, loss: 1.1721, acc: 0.7172
(TESTING) task: 10, epoch: 81/125, loss: 1.2371, acc: 0.5833
(TRAINING) task: 10, epoch: 82/125, loss: 1.1705, acc: 0.7172
(TESTING) task: 10, epoch: 82/125, loss: 1.3163, acc: 0.4479
(TRAINING) task: 10, epoch: 83/125, loss: 1.1696, acc: 0.7103
(TESTING) task: 10, epoch: 83/125, loss: 1.2472, acc: 0.5833
(TRAINING) task: 10, epoch: 84/125, loss: 1.1683, acc: 0.7172
(TESTING) task: 10, epoch: 84/125, loss: 1.3305, acc: 0.4479
(TRAINING) task: 10, epoch: 85/125, loss: 1.1673, acc: 0.7241
(TESTING) task: 10, epoch: 85/125, loss: 1.3480, acc: 0.4479
(TRAINING) task: 10, epoch: 86/125, loss: 1.1657, acc: 0.7241
(TESTING) task: 10, epoch: 86/125, loss: 1.3850, acc: 0.3125
(TRAINING) task: 10, epoch: 87/125, loss: 1.1652, acc: 0.7241
(TESTING) task: 10, epoch: 87/125, loss: 1.3377, acc: 0.4479
(TRAINING) task: 10, epoch: 88/125, loss: 1.1634, acc: 0.7310
(TESTING) task: 10, epoch: 88/125, loss: 1.2355, acc: 0.5833
(TRAINING) task: 10, epoch: 89/125, loss: 1.1620, acc: 0.7379
(TESTING) task: 10, epoch: 89/125, loss: 1.1317, acc: 0.7500
(TRAINING) task: 10, epoch: 90/125, loss: 1.1604, acc: 0.7448
(TESTING) task: 10, epoch: 90/125, loss: 1.3380, acc: 0.5104
(TRAINING) task: 10, epoch: 91/125, loss: 1.1583, acc: 0.7586
(TESTING) task: 10, epoch: 91/125, loss: 1.3240, acc: 0.5104
(TRAINING) task: 10, epoch: 92/125, loss: 1.1567, acc: 0.7655
(TESTING) task: 10, epoch: 92/125, loss: 1.2184, acc: 0.7812
(TRAINING) task: 10, epoch: 93/125, loss: 1.1541, acc: 0.7793
(TESTING) task: 10, epoch: 93/125, loss: 1.2082, acc: 0.6458
(TRAINING) task: 10, epoch: 94/125, loss: 1.1522, acc: 0.7931
(TESTING) task: 10, epoch: 94/125, loss: 1.3240, acc: 0.5104
(TRAINING) task: 10, epoch: 95/125, loss: 1.1499, acc: 0.7931
(TESTING) task: 10, epoch: 95/125, loss: 1.3254, acc: 0.5104
(TRAINING) task: 10, epoch: 96/125, loss: 1.1479, acc: 0.8000
(TESTING) task: 10, epoch: 96/125, loss: 1.2459, acc: 0.6458
(TRAINING) task: 10, epoch: 97/125, loss: 1.1451, acc: 0.8000
(TESTING) task: 10, epoch: 97/125, loss: 1.2792, acc: 0.6771
(TRAINING) task: 10, epoch: 98/125, loss: 1.1425, acc: 0.8000
(TESTING) task: 10, epoch: 98/125, loss: 1.3293, acc: 0.5417
(TRAINING) task: 10, epoch: 99/125, loss: 1.1400, acc: 0.8069
(TESTING) task: 10, epoch: 99/125, loss: 1.4174, acc: 0.4062
(TRAINING) task: 10, epoch: 100/125, loss: 1.1372, acc: 0.8138
(TESTING) task: 10, epoch: 100/125, loss: 1.2128, acc: 0.8125
(TRAINING) task: 10, epoch: 101/125, loss: 1.1347, acc: 0.8138
(TESTING) task: 10, epoch: 101/125, loss: 1.3825, acc: 0.5417
(TRAINING) task: 10, epoch: 102/125, loss: 1.1323, acc: 0.8276
(TESTING) task: 10, epoch: 102/125, loss: 1.2926, acc: 0.5417
(TRAINING) task: 10, epoch: 103/125, loss: 1.1298, acc: 0.8345
(TESTING) task: 10, epoch: 103/125, loss: 1.2204, acc: 0.6771
(TRAINING) task: 10, epoch: 104/125, loss: 1.1273, acc: 0.8345
(TESTING) task: 10, epoch: 104/125, loss: 1.2611, acc: 0.7083
(TRAINING) task: 10, epoch: 105/125, loss: 1.1247, acc: 0.8276
(TESTING) task: 10, epoch: 105/125, loss: 1.3571, acc: 0.7083
(TRAINING) task: 10, epoch: 106/125, loss: 1.1224, acc: 0.8276
(TESTING) task: 10, epoch: 106/125, loss: 1.2018, acc: 0.7083
(TRAINING) task: 10, epoch: 107/125, loss: 1.1204, acc: 0.8207
(TESTING) task: 10, epoch: 107/125, loss: 1.2362, acc: 0.8438
(TRAINING) task: 10, epoch: 108/125, loss: 1.1187, acc: 0.8207
(TESTING) task: 10, epoch: 108/125, loss: 1.3014, acc: 0.5729
(TRAINING) task: 10, epoch: 109/125, loss: 1.1169, acc: 0.8276
(TESTING) task: 10, epoch: 109/125, loss: 1.1994, acc: 0.7083
(TRAINING) task: 10, epoch: 110/125, loss: 1.1152, acc: 0.8207
(TESTING) task: 10, epoch: 110/125, loss: 1.2520, acc: 0.8438
(TRAINING) task: 10, epoch: 111/125, loss: 1.1135, acc: 0.8207
(TESTING) task: 10, epoch: 111/125, loss: 1.2001, acc: 0.8438
(TRAINING) task: 10, epoch: 112/125, loss: 1.1122, acc: 0.8207
(TESTING) task: 10, epoch: 112/125, loss: 1.2015, acc: 0.7083
(TRAINING) task: 10, epoch: 113/125, loss: 1.1114, acc: 0.8138
(TESTING) task: 10, epoch: 113/125, loss: 1.2784, acc: 0.7083
(TRAINING) task: 10, epoch: 114/125, loss: 1.1120, acc: 0.8069
(TESTING) task: 10, epoch: 114/125, loss: 1.3109, acc: 0.5729
(TRAINING) task: 10, epoch: 115/125, loss: 1.1115, acc: 0.8069
(TESTING) task: 10, epoch: 115/125, loss: 1.1343, acc: 0.8438
(TRAINING) task: 10, epoch: 116/125, loss: 1.1114, acc: 0.8069
(TESTING) task: 10, epoch: 116/125, loss: 1.1611, acc: 0.8438
(TRAINING) task: 10, epoch: 117/125, loss: 1.1100, acc: 0.8000
(TESTING) task: 10, epoch: 117/125, loss: 1.2045, acc: 0.7083
(TRAINING) task: 10, epoch: 118/125, loss: 1.1091, acc: 0.8000
(TESTING) task: 10, epoch: 118/125, loss: 1.2313, acc: 0.8438
(TRAINING) task: 10, epoch: 119/125, loss: 1.1073, acc: 0.7931
(TESTING) task: 10, epoch: 119/125, loss: 1.1383, acc: 0.8438
(TRAINING) task: 10, epoch: 120/125, loss: 1.1066, acc: 0.7931
(TESTING) task: 10, epoch: 120/125, loss: 1.1375, acc: 0.8438
(TRAINING) task: 10, epoch: 121/125, loss: 1.1066, acc: 0.7862
(TESTING) task: 10, epoch: 121/125, loss: 1.1660, acc: 0.8438
(TRAINING) task: 10, epoch: 122/125, loss: 1.1058, acc: 0.7862
(TESTING) task: 10, epoch: 122/125, loss: 1.2502, acc: 0.7083
(TRAINING) task: 10, epoch: 123/125, loss: 1.1056, acc: 0.7862
(TESTING) task: 10, epoch: 123/125, loss: 1.0921, acc: 0.8438
(TRAINING) task: 10, epoch: 124/125, loss: 1.1043, acc: 0.7862
(TESTING) task: 10, epoch: 124/125, loss: 1.2402, acc: 0.7083
#params=56069
(TRAINING) task: 11, epoch: 0/125, loss: 1.6163, acc: 0.1325
(TESTING) task: 11, epoch: 0/125, loss: 1.6223, acc: 0.0833
(TRAINING) task: 11, epoch: 1/125, loss: 1.6106, acc: 0.2048
(TESTING) task: 11, epoch: 1/125, loss: 1.6204, acc: 0.0833
(TRAINING) task: 11, epoch: 2/125, loss: 1.6046, acc: 0.2771
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(TRAINING) task: 11, epoch: 3/125, loss: 1.5989, acc: 0.3253
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(TRAINING) task: 11, epoch: 4/125, loss: 1.5933, acc: 0.3494
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(TRAINING) task: 11, epoch: 5/125, loss: 1.5875, acc: 0.3855
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(TRAINING) task: 11, epoch: 6/125, loss: 1.5817, acc: 0.4578
(TESTING) task: 11, epoch: 6/125, loss: 1.6122, acc: 0.1667
(TRAINING) task: 11, epoch: 7/125, loss: 1.5757, acc: 0.5181
(TESTING) task: 11, epoch: 7/125, loss: 1.6103, acc: 0.1667
(TRAINING) task: 11, epoch: 8/125, loss: 1.5697, acc: 0.5904
(TESTING) task: 11, epoch: 8/125, loss: 1.6085, acc: 0.1667
(TRAINING) task: 11, epoch: 9/125, loss: 1.5640, acc: 0.6386
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(TRAINING) task: 11, epoch: 10/125, loss: 1.5578, acc: 0.6627
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(TRAINING) task: 11, epoch: 11/125, loss: 1.5516, acc: 0.7108
(TESTING) task: 11, epoch: 11/125, loss: 1.6033, acc: 0.2500
(TRAINING) task: 11, epoch: 12/125, loss: 1.5456, acc: 0.7349
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(TRAINING) task: 11, epoch: 13/125, loss: 1.5394, acc: 0.7590
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(TRAINING) task: 11, epoch: 14/125, loss: 1.5329, acc: 0.8072
(TESTING) task: 11, epoch: 14/125, loss: 1.5983, acc: 0.4167
(TRAINING) task: 11, epoch: 15/125, loss: 1.5267, acc: 0.8313
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(TRAINING) task: 11, epoch: 16/125, loss: 1.5204, acc: 0.8675
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(TRAINING) task: 11, epoch: 19/125, loss: 1.5007, acc: 0.9036
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(TRAINING) task: 11, epoch: 20/125, loss: 1.4939, acc: 0.9036
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(TRAINING) task: 11, epoch: 21/125, loss: 1.4869, acc: 0.9036
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(TRAINING) task: 11, epoch: 22/125, loss: 1.4803, acc: 0.9518
(TESTING) task: 11, epoch: 22/125, loss: 1.5843, acc: 0.5000
(TRAINING) task: 11, epoch: 23/125, loss: 1.4736, acc: 0.9639
(TESTING) task: 11, epoch: 23/125, loss: 1.5829, acc: 0.5000
(TRAINING) task: 11, epoch: 24/125, loss: 1.4670, acc: 0.9759
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(TRAINING) task: 11, epoch: 27/125, loss: 1.4478, acc: 0.9880
(TESTING) task: 11, epoch: 27/125, loss: 1.5754, acc: 0.3333
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(TESTING) task: 11, epoch: 36/125, loss: 1.5591, acc: 0.4167
(TRAINING) task: 11, epoch: 37/125, loss: 1.3834, acc: 1.0000
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(TESTING) task: 11, epoch: 40/125, loss: 1.5516, acc: 0.4167
(TRAINING) task: 11, epoch: 41/125, loss: 1.3546, acc: 1.0000
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(TRAINING) task: 11, epoch: 48/125, loss: 1.3101, acc: 0.9880
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(TRAINING) task: 11, epoch: 49/125, loss: 1.3050, acc: 0.9880
(TESTING) task: 11, epoch: 49/125, loss: 1.5298, acc: 0.3333
(TRAINING) task: 11, epoch: 50/125, loss: 1.3000, acc: 0.9759
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(TRAINING) task: 11, epoch: 63/125, loss: 1.2333, acc: 0.9880
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(TRAINING) task: 11, epoch: 66/125, loss: 1.2221, acc: 0.9880
(TESTING) task: 11, epoch: 66/125, loss: 1.4599, acc: 0.5833
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(TESTING) task: 11, epoch: 70/125, loss: 1.4524, acc: 0.5833
(TRAINING) task: 11, epoch: 71/125, loss: 1.2117, acc: 1.0000
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(TESTING) task: 11, epoch: 104/125, loss: 1.3802, acc: 0.6667
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(TESTING) task: 11, epoch: 109/125, loss: 1.3620, acc: 0.7500
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(TESTING) task: 11, epoch: 116/125, loss: 1.3394, acc: 0.7500
(TRAINING) task: 11, epoch: 117/125, loss: 1.0687, acc: 1.0000
(TESTING) task: 11, epoch: 117/125, loss: 1.3385, acc: 0.7500
(TRAINING) task: 11, epoch: 118/125, loss: 1.0663, acc: 1.0000
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(TRAINING) task: 11, epoch: 120/125, loss: 1.0608, acc: 1.0000
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(TRAINING) task: 11, epoch: 124/125, loss: 1.0503, acc: 1.0000
(TESTING) task: 11, epoch: 124/125, loss: 1.3333, acc: 0.6667
#params=56069
(TRAINING) task: 12, epoch: 0/125, loss: 1.5987, acc: 0.3071
(TESTING) task: 12, epoch: 0/125, loss: 1.6003, acc: 0.2500
(TRAINING) task: 12, epoch: 1/125, loss: 1.5916, acc: 0.3701
(TESTING) task: 12, epoch: 1/125, loss: 1.5980, acc: 0.2500
(TRAINING) task: 12, epoch: 2/125, loss: 1.5843, acc: 0.4488
(TESTING) task: 12, epoch: 2/125, loss: 1.5952, acc: 0.3750
(TRAINING) task: 12, epoch: 3/125, loss: 1.5770, acc: 0.5118
(TESTING) task: 12, epoch: 3/125, loss: 1.5924, acc: 0.3750
(TRAINING) task: 12, epoch: 4/125, loss: 1.5695, acc: 0.5748
(TESTING) task: 12, epoch: 4/125, loss: 1.5898, acc: 0.3750
(TRAINING) task: 12, epoch: 5/125, loss: 1.5623, acc: 0.6378
(TESTING) task: 12, epoch: 5/125, loss: 1.5866, acc: 0.4375
(TRAINING) task: 12, epoch: 6/125, loss: 1.5548, acc: 0.7008
(TESTING) task: 12, epoch: 6/125, loss: 1.5838, acc: 0.4375
(TRAINING) task: 12, epoch: 7/125, loss: 1.5469, acc: 0.7402
(TESTING) task: 12, epoch: 7/125, loss: 1.5805, acc: 0.5000
(TRAINING) task: 12, epoch: 8/125, loss: 1.5391, acc: 0.7874
(TESTING) task: 12, epoch: 8/125, loss: 1.5766, acc: 0.5000
(TRAINING) task: 12, epoch: 9/125, loss: 1.5309, acc: 0.8425
(TESTING) task: 12, epoch: 9/125, loss: 1.5730, acc: 0.5625
(TRAINING) task: 12, epoch: 10/125, loss: 1.5229, acc: 0.8583
(TESTING) task: 12, epoch: 10/125, loss: 1.5688, acc: 0.6250
(TRAINING) task: 12, epoch: 11/125, loss: 1.5145, acc: 0.8583
(TESTING) task: 12, epoch: 11/125, loss: 1.5641, acc: 0.6250
(TRAINING) task: 12, epoch: 12/125, loss: 1.5058, acc: 0.8583
(TESTING) task: 12, epoch: 12/125, loss: 1.5595, acc: 0.6250
(TRAINING) task: 12, epoch: 13/125, loss: 1.4973, acc: 0.8504
(TESTING) task: 12, epoch: 13/125, loss: 1.5546, acc: 0.6875
(TRAINING) task: 12, epoch: 14/125, loss: 1.4885, acc: 0.8504
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(TRAINING) task: 12, epoch: 15/125, loss: 1.4794, acc: 0.8661
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(TRAINING) task: 12, epoch: 16/125, loss: 1.4701, acc: 0.8661
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(TESTING) task: 12, epoch: 124/125, loss: 1.1059, acc: 0.8125
#params=56069
(TRAINING) task: 13, epoch: 0/125, loss: 1.6163, acc: 0.1429
(TESTING) task: 13, epoch: 0/125, loss: 1.6179, acc: 0.1562
(TRAINING) task: 13, epoch: 1/125, loss: 1.6119, acc: 0.1741
(TESTING) task: 13, epoch: 1/125, loss: 1.6143, acc: 0.2301
(TRAINING) task: 13, epoch: 2/125, loss: 1.6073, acc: 0.2277
(TESTING) task: 13, epoch: 2/125, loss: 1.6114, acc: 0.2159
(TRAINING) task: 13, epoch: 3/125, loss: 1.6030, acc: 0.2589
(TESTING) task: 13, epoch: 3/125, loss: 1.6100, acc: 0.2017
(TRAINING) task: 13, epoch: 4/125, loss: 1.5985, acc: 0.2991
(TESTING) task: 13, epoch: 4/125, loss: 1.6053, acc: 0.2614
(TRAINING) task: 13, epoch: 5/125, loss: 1.5942, acc: 0.3438
(TESTING) task: 13, epoch: 5/125, loss: 1.6015, acc: 0.3068
(TRAINING) task: 13, epoch: 6/125, loss: 1.5900, acc: 0.3929
(TESTING) task: 13, epoch: 6/125, loss: 1.5997, acc: 0.3068
(TRAINING) task: 13, epoch: 7/125, loss: 1.5854, acc: 0.4509
(TESTING) task: 13, epoch: 7/125, loss: 1.5954, acc: 0.3693
(TRAINING) task: 13, epoch: 8/125, loss: 1.5809, acc: 0.4732
(TESTING) task: 13, epoch: 8/125, loss: 1.5919, acc: 0.4006
(TRAINING) task: 13, epoch: 9/125, loss: 1.5765, acc: 0.5134
(TESTING) task: 13, epoch: 9/125, loss: 1.5889, acc: 0.4602
(TRAINING) task: 13, epoch: 10/125, loss: 1.5719, acc: 0.5402
(TESTING) task: 13, epoch: 10/125, loss: 1.5856, acc: 0.5057
(TRAINING) task: 13, epoch: 11/125, loss: 1.5670, acc: 0.5670
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(TRAINING) task: 13, epoch: 12/125, loss: 1.5622, acc: 0.5938
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(TRAINING) task: 13, epoch: 16/125, loss: 1.5413, acc: 0.6875
(TESTING) task: 13, epoch: 16/125, loss: 1.5655, acc: 0.5994
(TRAINING) task: 13, epoch: 17/125, loss: 1.5357, acc: 0.6875
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(TRAINING) task: 13, epoch: 18/125, loss: 1.5300, acc: 0.7098
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(TRAINING) task: 13, epoch: 20/125, loss: 1.5178, acc: 0.7232
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(TRAINING) task: 13, epoch: 21/125, loss: 1.5117, acc: 0.7366
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(TRAINING) task: 13, epoch: 22/125, loss: 1.5054, acc: 0.7366
(TESTING) task: 13, epoch: 22/125, loss: 1.5332, acc: 0.6136
(TRAINING) task: 13, epoch: 23/125, loss: 1.4990, acc: 0.7321
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(TRAINING) task: 13, epoch: 24/125, loss: 1.4929, acc: 0.7321
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(TRAINING) task: 13, epoch: 26/125, loss: 1.4798, acc: 0.7455
(TESTING) task: 13, epoch: 26/125, loss: 1.5148, acc: 0.5994
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(TESTING) task: 13, epoch: 124/125, loss: 1.2553, acc: 0.6449
#params=56069
(TRAINING) task: 14, epoch: 0/125, loss: 1.6204, acc: 0.0974
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(TESTING) task: 14, epoch: 1/125, loss: 1.6105, acc: 0.1562
(TRAINING) task: 14, epoch: 2/125, loss: 1.6112, acc: 0.1795
(TESTING) task: 14, epoch: 2/125, loss: 1.6086, acc: 0.1562
(TRAINING) task: 14, epoch: 3/125, loss: 1.6066, acc: 0.2154
(TESTING) task: 14, epoch: 3/125, loss: 1.6049, acc: 0.1562
(TRAINING) task: 14, epoch: 4/125, loss: 1.6020, acc: 0.2564
(TESTING) task: 14, epoch: 4/125, loss: 1.6051, acc: 0.2500
(TRAINING) task: 14, epoch: 5/125, loss: 1.5975, acc: 0.3179
(TESTING) task: 14, epoch: 5/125, loss: 1.5980, acc: 0.2812
(TRAINING) task: 14, epoch: 6/125, loss: 1.5928, acc: 0.3744
(TESTING) task: 14, epoch: 6/125, loss: 1.6009, acc: 0.2500
(TRAINING) task: 14, epoch: 7/125, loss: 1.5882, acc: 0.4154
(TESTING) task: 14, epoch: 7/125, loss: 1.5944, acc: 0.3125
(TRAINING) task: 14, epoch: 8/125, loss: 1.5836, acc: 0.4462
(TESTING) task: 14, epoch: 8/125, loss: 1.5957, acc: 0.3125
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(TESTING) task: 14, epoch: 9/125, loss: 1.5933, acc: 0.3125
(TRAINING) task: 14, epoch: 10/125, loss: 1.5740, acc: 0.5282
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(TRAINING) task: 14, epoch: 11/125, loss: 1.5691, acc: 0.5795
(TESTING) task: 14, epoch: 11/125, loss: 1.5896, acc: 0.3125
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(TRAINING) task: 14, epoch: 20/125, loss: 1.5204, acc: 0.8000
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(TESTING) task: 14, epoch: 124/125, loss: 1.1643, acc: 0.7500
#params=56069
(TRAINING) task: 15, epoch: 0/125, loss: 1.6082, acc: 0.1818
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(TRAINING) task: 15, epoch: 2/125, loss: 1.5966, acc: 0.2468
(TESTING) task: 15, epoch: 2/125, loss: 1.5861, acc: 0.3636
(TRAINING) task: 15, epoch: 3/125, loss: 1.5909, acc: 0.3636
(TESTING) task: 15, epoch: 3/125, loss: 1.5841, acc: 0.3636
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(TESTING) task: 15, epoch: 4/125, loss: 1.5815, acc: 0.4545
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#params=56069
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(TRAINING) task: 16, epoch: 105/125, loss: 1.0736, acc: 0.9489
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(TRAINING) task: 16, epoch: 124/125, loss: 1.0276, acc: 0.9416
(TESTING) task: 16, epoch: 124/125, loss: 1.3290, acc: 0.6562
#params=56069
(TRAINING) task: 17, epoch: 0/125, loss: 1.6144, acc: 0.1617
(TESTING) task: 17, epoch: 0/125, loss: 1.6139, acc: 0.1339
(TRAINING) task: 17, epoch: 1/125, loss: 1.6102, acc: 0.1915
(TESTING) task: 17, epoch: 1/125, loss: 1.6116, acc: 0.1384
(TRAINING) task: 17, epoch: 2/125, loss: 1.6059, acc: 0.2383
(TESTING) task: 17, epoch: 2/125, loss: 1.6102, acc: 0.2098
(TRAINING) task: 17, epoch: 3/125, loss: 1.6018, acc: 0.2851
(TESTING) task: 17, epoch: 3/125, loss: 1.6093, acc: 0.1964
(TRAINING) task: 17, epoch: 4/125, loss: 1.5977, acc: 0.3319
(TESTING) task: 17, epoch: 4/125, loss: 1.6083, acc: 0.2009
(TRAINING) task: 17, epoch: 5/125, loss: 1.5936, acc: 0.3660
(TESTING) task: 17, epoch: 5/125, loss: 1.6066, acc: 0.2054
(TRAINING) task: 17, epoch: 6/125, loss: 1.5896, acc: 0.3957
(TESTING) task: 17, epoch: 6/125, loss: 1.6049, acc: 0.2054
(TRAINING) task: 17, epoch: 7/125, loss: 1.5855, acc: 0.4383
(TESTING) task: 17, epoch: 7/125, loss: 1.6041, acc: 0.1964
(TRAINING) task: 17, epoch: 8/125, loss: 1.5815, acc: 0.5106
(TESTING) task: 17, epoch: 8/125, loss: 1.6022, acc: 0.2679
(TRAINING) task: 17, epoch: 9/125, loss: 1.5776, acc: 0.5234
(TESTING) task: 17, epoch: 9/125, loss: 1.6012, acc: 0.2723
(TRAINING) task: 17, epoch: 10/125, loss: 1.5735, acc: 0.5532
(TESTING) task: 17, epoch: 10/125, loss: 1.5991, acc: 0.2679
(TRAINING) task: 17, epoch: 11/125, loss: 1.5695, acc: 0.5745
(TESTING) task: 17, epoch: 11/125, loss: 1.5973, acc: 0.2679
(TRAINING) task: 17, epoch: 12/125, loss: 1.5654, acc: 0.6213
(TESTING) task: 17, epoch: 12/125, loss: 1.5965, acc: 0.2723
(TRAINING) task: 17, epoch: 13/125, loss: 1.5613, acc: 0.6681
(TESTING) task: 17, epoch: 13/125, loss: 1.5948, acc: 0.2991
(TRAINING) task: 17, epoch: 14/125, loss: 1.5572, acc: 0.7064
(TESTING) task: 17, epoch: 14/125, loss: 1.5931, acc: 0.3304
(TRAINING) task: 17, epoch: 15/125, loss: 1.5529, acc: 0.7319
(TESTING) task: 17, epoch: 15/125, loss: 1.5910, acc: 0.3438
(TRAINING) task: 17, epoch: 16/125, loss: 1.5486, acc: 0.7489
(TESTING) task: 17, epoch: 16/125, loss: 1.5897, acc: 0.3839
(TRAINING) task: 17, epoch: 17/125, loss: 1.5442, acc: 0.7957
(TESTING) task: 17, epoch: 17/125, loss: 1.5879, acc: 0.3661
(TRAINING) task: 17, epoch: 18/125, loss: 1.5396, acc: 0.8128
(TESTING) task: 17, epoch: 18/125, loss: 1.5869, acc: 0.4330
(TRAINING) task: 17, epoch: 19/125, loss: 1.5350, acc: 0.8340
(TESTING) task: 17, epoch: 19/125, loss: 1.5851, acc: 0.3929
(TRAINING) task: 17, epoch: 20/125, loss: 1.5304, acc: 0.8553
(TESTING) task: 17, epoch: 20/125, loss: 1.5835, acc: 0.3973
(TRAINING) task: 17, epoch: 21/125, loss: 1.5254, acc: 0.8681
(TESTING) task: 17, epoch: 21/125, loss: 1.5805, acc: 0.4018
(TRAINING) task: 17, epoch: 22/125, loss: 1.5208, acc: 0.8681
(TESTING) task: 17, epoch: 22/125, loss: 1.5790, acc: 0.3929
(TRAINING) task: 17, epoch: 23/125, loss: 1.5160, acc: 0.8723
(TESTING) task: 17, epoch: 23/125, loss: 1.5764, acc: 0.4420
(TRAINING) task: 17, epoch: 24/125, loss: 1.5109, acc: 0.8681
(TESTING) task: 17, epoch: 24/125, loss: 1.5740, acc: 0.4777
(TRAINING) task: 17, epoch: 25/125, loss: 1.5059, acc: 0.8809
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(TRAINING) task: 17, epoch: 26/125, loss: 1.5008, acc: 0.8851
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(TRAINING) task: 17, epoch: 29/125, loss: 1.4854, acc: 0.8936
(TESTING) task: 17, epoch: 29/125, loss: 1.5638, acc: 0.5268
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(TESTING) task: 17, epoch: 30/125, loss: 1.5596, acc: 0.5446
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(TRAINING) task: 17, epoch: 38/125, loss: 1.4397, acc: 0.9149
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(TRAINING) task: 17, epoch: 120/125, loss: 1.0742, acc: 0.9234
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(TRAINING) task: 17, epoch: 121/125, loss: 1.0716, acc: 0.9234
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(TRAINING) task: 17, epoch: 122/125, loss: 1.0687, acc: 0.9277
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(TRAINING) task: 17, epoch: 123/125, loss: 1.0663, acc: 0.9277
(TESTING) task: 17, epoch: 123/125, loss: 1.2162, acc: 0.8080
(TRAINING) task: 17, epoch: 124/125, loss: 1.0636, acc: 0.9277
(TESTING) task: 17, epoch: 124/125, loss: 1.2224, acc: 0.7946
#params=56069
(TRAINING) task: 18, epoch: 0/125, loss: 1.5987, acc: 0.3185
(TESTING) task: 18, epoch: 0/125, loss: 1.5966, acc: 0.0625
(TRAINING) task: 18, epoch: 1/125, loss: 1.5922, acc: 0.3778
(TESTING) task: 18, epoch: 1/125, loss: 1.5949, acc: 0.0938
(TRAINING) task: 18, epoch: 2/125, loss: 1.5856, acc: 0.4519
(TESTING) task: 18, epoch: 2/125, loss: 1.5918, acc: 0.6562
(TRAINING) task: 18, epoch: 3/125, loss: 1.5790, acc: 0.5111
(TESTING) task: 18, epoch: 3/125, loss: 1.5656, acc: 0.6562
(TRAINING) task: 18, epoch: 4/125, loss: 1.5725, acc: 0.5704
(TESTING) task: 18, epoch: 4/125, loss: 1.6109, acc: 0.1875
(TRAINING) task: 18, epoch: 5/125, loss: 1.5662, acc: 0.6074
(TESTING) task: 18, epoch: 5/125, loss: 1.5645, acc: 0.6562
(TRAINING) task: 18, epoch: 6/125, loss: 1.5598, acc: 0.6370
(TESTING) task: 18, epoch: 6/125, loss: 1.6046, acc: 0.2188
(TRAINING) task: 18, epoch: 7/125, loss: 1.5532, acc: 0.6593
(TESTING) task: 18, epoch: 7/125, loss: 1.6065, acc: 0.2188
(TRAINING) task: 18, epoch: 8/125, loss: 1.5468, acc: 0.6815
(TESTING) task: 18, epoch: 8/125, loss: 1.5954, acc: 0.2500
(TRAINING) task: 18, epoch: 9/125, loss: 1.5402, acc: 0.6963
(TESTING) task: 18, epoch: 9/125, loss: 1.5415, acc: 0.7188
(TRAINING) task: 18, epoch: 10/125, loss: 1.5333, acc: 0.7111
(TESTING) task: 18, epoch: 10/125, loss: 1.5941, acc: 0.2500
(TRAINING) task: 18, epoch: 11/125, loss: 1.5266, acc: 0.7111
(TESTING) task: 18, epoch: 11/125, loss: 1.5786, acc: 0.2812
(TRAINING) task: 18, epoch: 12/125, loss: 1.5197, acc: 0.7111
(TESTING) task: 18, epoch: 12/125, loss: 1.5553, acc: 0.7500
(TRAINING) task: 18, epoch: 13/125, loss: 1.5121, acc: 0.7185
(TESTING) task: 18, epoch: 13/125, loss: 1.5963, acc: 0.3125
(TRAINING) task: 18, epoch: 14/125, loss: 1.5049, acc: 0.7185
(TESTING) task: 18, epoch: 14/125, loss: 1.6013, acc: 0.3438
(TRAINING) task: 18, epoch: 15/125, loss: 1.4971, acc: 0.7185
(TESTING) task: 18, epoch: 15/125, loss: 1.5910, acc: 0.3125
(TRAINING) task: 18, epoch: 16/125, loss: 1.4887, acc: 0.7185
(TESTING) task: 18, epoch: 16/125, loss: 1.5055, acc: 0.7812
(TRAINING) task: 18, epoch: 17/125, loss: 1.4806, acc: 0.7185
(TESTING) task: 18, epoch: 17/125, loss: 1.5874, acc: 0.3438
(TRAINING) task: 18, epoch: 18/125, loss: 1.4725, acc: 0.7185
(TESTING) task: 18, epoch: 18/125, loss: 1.4892, acc: 0.8125
(TRAINING) task: 18, epoch: 19/125, loss: 1.4633, acc: 0.7259
(TESTING) task: 18, epoch: 19/125, loss: 1.4885, acc: 0.8125
(TRAINING) task: 18, epoch: 20/125, loss: 1.4547, acc: 0.7259
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(TRAINING) task: 18, epoch: 21/125, loss: 1.4452, acc: 0.7185
(TESTING) task: 18, epoch: 21/125, loss: 1.4672, acc: 0.8125
(TRAINING) task: 18, epoch: 22/125, loss: 1.4355, acc: 0.7185
(TESTING) task: 18, epoch: 22/125, loss: 1.5023, acc: 0.8125
(TRAINING) task: 18, epoch: 23/125, loss: 1.4265, acc: 0.7185
(TESTING) task: 18, epoch: 23/125, loss: 1.5817, acc: 0.3125
(TRAINING) task: 18, epoch: 24/125, loss: 1.4167, acc: 0.7185
(TESTING) task: 18, epoch: 24/125, loss: 1.4388, acc: 0.7812
(TRAINING) task: 18, epoch: 25/125, loss: 1.4070, acc: 0.7185
(TESTING) task: 18, epoch: 25/125, loss: 1.4419, acc: 0.7812
(TRAINING) task: 18, epoch: 26/125, loss: 1.3971, acc: 0.7185
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(TRAINING) task: 18, epoch: 27/125, loss: 1.3869, acc: 0.7111
(TESTING) task: 18, epoch: 27/125, loss: 1.5523, acc: 0.3125
(TRAINING) task: 18, epoch: 28/125, loss: 1.3773, acc: 0.7037
(TESTING) task: 18, epoch: 28/125, loss: 1.4040, acc: 0.7812
(TRAINING) task: 18, epoch: 29/125, loss: 1.3669, acc: 0.7037
(TESTING) task: 18, epoch: 29/125, loss: 1.5640, acc: 0.3125
(TRAINING) task: 18, epoch: 30/125, loss: 1.3567, acc: 0.7037
(TESTING) task: 18, epoch: 30/125, loss: 1.3706, acc: 0.7812
(TRAINING) task: 18, epoch: 31/125, loss: 1.3471, acc: 0.6889
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(TRAINING) task: 18, epoch: 33/125, loss: 1.3278, acc: 0.6815
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(TRAINING) task: 18, epoch: 41/125, loss: 1.2633, acc: 0.6741
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(TESTING) task: 18, epoch: 93/125, loss: 1.0974, acc: 0.7812
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(TESTING) task: 18, epoch: 94/125, loss: 1.5467, acc: 0.3125
(TRAINING) task: 18, epoch: 95/125, loss: 1.1545, acc: 0.7556
(TESTING) task: 18, epoch: 95/125, loss: 1.1141, acc: 0.7812
(TRAINING) task: 18, epoch: 96/125, loss: 1.1528, acc: 0.7556
(TESTING) task: 18, epoch: 96/125, loss: 1.5151, acc: 0.3125
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(TESTING) task: 18, epoch: 99/125, loss: 1.0991, acc: 0.7812
(TRAINING) task: 18, epoch: 100/125, loss: 1.1474, acc: 0.8074
(TESTING) task: 18, epoch: 100/125, loss: 1.5323, acc: 0.3438
(TRAINING) task: 18, epoch: 101/125, loss: 1.1462, acc: 0.8148
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(TESTING) task: 18, epoch: 108/125, loss: 1.0870, acc: 0.8125
(TRAINING) task: 18, epoch: 109/125, loss: 1.1361, acc: 0.8519
(TESTING) task: 18, epoch: 109/125, loss: 1.0871, acc: 0.8125
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(TRAINING) task: 18, epoch: 111/125, loss: 1.1323, acc: 0.8519
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(TESTING) task: 18, epoch: 113/125, loss: 1.1439, acc: 0.8125
(TRAINING) task: 18, epoch: 114/125, loss: 1.1262, acc: 0.8519
(TESTING) task: 18, epoch: 114/125, loss: 1.5364, acc: 0.3438
(TRAINING) task: 18, epoch: 115/125, loss: 1.1249, acc: 0.8667
(TESTING) task: 18, epoch: 115/125, loss: 1.0886, acc: 0.8125
(TRAINING) task: 18, epoch: 116/125, loss: 1.1232, acc: 0.8593
(TESTING) task: 18, epoch: 116/125, loss: 1.0783, acc: 0.8125
(TRAINING) task: 18, epoch: 117/125, loss: 1.1220, acc: 0.8593
(TESTING) task: 18, epoch: 117/125, loss: 1.0776, acc: 0.8125
(TRAINING) task: 18, epoch: 118/125, loss: 1.1206, acc: 0.8593
(TESTING) task: 18, epoch: 118/125, loss: 1.0838, acc: 0.8125
(TRAINING) task: 18, epoch: 119/125, loss: 1.1194, acc: 0.8593
(TESTING) task: 18, epoch: 119/125, loss: 1.0764, acc: 0.8125
(TRAINING) task: 18, epoch: 120/125, loss: 1.1185, acc: 0.8593
(TESTING) task: 18, epoch: 120/125, loss: 1.0779, acc: 0.8125
(TRAINING) task: 18, epoch: 121/125, loss: 1.1176, acc: 0.8667
(TESTING) task: 18, epoch: 121/125, loss: 1.0786, acc: 0.8125
(TRAINING) task: 18, epoch: 122/125, loss: 1.1168, acc: 0.8667
(TESTING) task: 18, epoch: 122/125, loss: 1.0787, acc: 0.8125
(TRAINING) task: 18, epoch: 123/125, loss: 1.1163, acc: 0.8667
(TESTING) task: 18, epoch: 123/125, loss: 1.0748, acc: 0.8125
(TRAINING) task: 18, epoch: 124/125, loss: 1.1158, acc: 0.8667
(TESTING) task: 18, epoch: 124/125, loss: 1.4211, acc: 0.3438
#params=56069
(TRAINING) task: 19, epoch: 0/125, loss: 1.6131, acc: 0.1709
(TESTING) task: 19, epoch: 0/125, loss: 1.6246, acc: 0.1875
(TRAINING) task: 19, epoch: 1/125, loss: 1.6083, acc: 0.2342
(TESTING) task: 19, epoch: 1/125, loss: 1.6315, acc: 0.0938
(TRAINING) task: 19, epoch: 2/125, loss: 1.6033, acc: 0.2848
(TESTING) task: 19, epoch: 2/125, loss: 1.6151, acc: 0.1875
(TRAINING) task: 19, epoch: 3/125, loss: 1.5985, acc: 0.3354
(TESTING) task: 19, epoch: 3/125, loss: 1.6182, acc: 0.1875
(TRAINING) task: 19, epoch: 4/125, loss: 1.5939, acc: 0.3861
(TESTING) task: 19, epoch: 4/125, loss: 1.6296, acc: 0.0938
(TRAINING) task: 19, epoch: 5/125, loss: 1.5893, acc: 0.4051
(TESTING) task: 19, epoch: 5/125, loss: 1.6160, acc: 0.2812
(TRAINING) task: 19, epoch: 6/125, loss: 1.5846, acc: 0.4620
(TESTING) task: 19, epoch: 6/125, loss: 1.6091, acc: 0.1875
(TRAINING) task: 19, epoch: 7/125, loss: 1.5802, acc: 0.5000
(TESTING) task: 19, epoch: 7/125, loss: 1.6094, acc: 0.1875
(TRAINING) task: 19, epoch: 8/125, loss: 1.5757, acc: 0.5190
(TESTING) task: 19, epoch: 8/125, loss: 1.6061, acc: 0.1875
(TRAINING) task: 19, epoch: 9/125, loss: 1.5713, acc: 0.5696
(TESTING) task: 19, epoch: 9/125, loss: 1.6068, acc: 0.1875
(TRAINING) task: 19, epoch: 10/125, loss: 1.5669, acc: 0.5949
(TESTING) task: 19, epoch: 10/125, loss: 1.6086, acc: 0.2188
(TRAINING) task: 19, epoch: 11/125, loss: 1.5622, acc: 0.6203
(TESTING) task: 19, epoch: 11/125, loss: 1.6152, acc: 0.2500
(TRAINING) task: 19, epoch: 12/125, loss: 1.5575, acc: 0.6582
(TESTING) task: 19, epoch: 12/125, loss: 1.6002, acc: 0.2500
(TRAINING) task: 19, epoch: 13/125, loss: 1.5533, acc: 0.6772
(TESTING) task: 19, epoch: 13/125, loss: 1.6098, acc: 0.2500
(TRAINING) task: 19, epoch: 14/125, loss: 1.5483, acc: 0.6835
(TESTING) task: 19, epoch: 14/125, loss: 1.6133, acc: 0.1562
(TRAINING) task: 19, epoch: 15/125, loss: 1.5432, acc: 0.6962
(TESTING) task: 19, epoch: 15/125, loss: 1.5905, acc: 0.3438
(TRAINING) task: 19, epoch: 16/125, loss: 1.5383, acc: 0.7089
(TESTING) task: 19, epoch: 16/125, loss: 1.6048, acc: 0.2812
(TRAINING) task: 19, epoch: 17/125, loss: 1.5332, acc: 0.7342
(TESTING) task: 19, epoch: 17/125, loss: 1.6048, acc: 0.1875
(TRAINING) task: 19, epoch: 18/125, loss: 1.5278, acc: 0.7658
(TESTING) task: 19, epoch: 18/125, loss: 1.5837, acc: 0.4375
(TRAINING) task: 19, epoch: 19/125, loss: 1.5226, acc: 0.7911
(TESTING) task: 19, epoch: 19/125, loss: 1.5794, acc: 0.5312
(TRAINING) task: 19, epoch: 20/125, loss: 1.5172, acc: 0.7975
(TESTING) task: 19, epoch: 20/125, loss: 1.5801, acc: 0.5312
(TRAINING) task: 19, epoch: 21/125, loss: 1.5118, acc: 0.7975
(TESTING) task: 19, epoch: 21/125, loss: 1.6125, acc: 0.2500
(TRAINING) task: 19, epoch: 22/125, loss: 1.5066, acc: 0.8101
(TESTING) task: 19, epoch: 22/125, loss: 1.5790, acc: 0.4375
(TRAINING) task: 19, epoch: 23/125, loss: 1.5013, acc: 0.8101
(TESTING) task: 19, epoch: 23/125, loss: 1.5854, acc: 0.3438
(TRAINING) task: 19, epoch: 24/125, loss: 1.4962, acc: 0.8354
(TESTING) task: 19, epoch: 24/125, loss: 1.5770, acc: 0.3438
(TRAINING) task: 19, epoch: 25/125, loss: 1.4912, acc: 0.8481
(TESTING) task: 19, epoch: 25/125, loss: 1.5853, acc: 0.4688
(TRAINING) task: 19, epoch: 26/125, loss: 1.4861, acc: 0.8544
(TESTING) task: 19, epoch: 26/125, loss: 1.5591, acc: 0.6562
(TRAINING) task: 19, epoch: 27/125, loss: 1.4811, acc: 0.8608
(TESTING) task: 19, epoch: 27/125, loss: 1.5754, acc: 0.4688
(TRAINING) task: 19, epoch: 28/125, loss: 1.4760, acc: 0.8671
(TESTING) task: 19, epoch: 28/125, loss: 1.5573, acc: 0.5625
(TRAINING) task: 19, epoch: 29/125, loss: 1.4711, acc: 0.8608
(TESTING) task: 19, epoch: 29/125, loss: 1.5655, acc: 0.4688
(TRAINING) task: 19, epoch: 30/125, loss: 1.4657, acc: 0.8671
(TESTING) task: 19, epoch: 30/125, loss: 1.5589, acc: 0.4688
(TRAINING) task: 19, epoch: 31/125, loss: 1.4602, acc: 0.8734
(TESTING) task: 19, epoch: 31/125, loss: 1.5591, acc: 0.4688
(TRAINING) task: 19, epoch: 32/125, loss: 1.4546, acc: 0.8734
(TESTING) task: 19, epoch: 32/125, loss: 1.5574, acc: 0.4688
(TRAINING) task: 19, epoch: 33/125, loss: 1.4484, acc: 0.8861
(TESTING) task: 19, epoch: 33/125, loss: 1.5492, acc: 0.4688
(TRAINING) task: 19, epoch: 34/125, loss: 1.4423, acc: 0.8861
(TESTING) task: 19, epoch: 34/125, loss: 1.5568, acc: 0.4688
(TRAINING) task: 19, epoch: 35/125, loss: 1.4361, acc: 0.8861
(TESTING) task: 19, epoch: 35/125, loss: 1.5510, acc: 0.3750
(TRAINING) task: 19, epoch: 36/125, loss: 1.4293, acc: 0.8861
(TESTING) task: 19, epoch: 36/125, loss: 1.5387, acc: 0.5938
(TRAINING) task: 19, epoch: 37/125, loss: 1.4228, acc: 0.8924
(TESTING) task: 19, epoch: 37/125, loss: 1.5111, acc: 0.6875
(TRAINING) task: 19, epoch: 38/125, loss: 1.4164, acc: 0.8861
(TESTING) task: 19, epoch: 38/125, loss: 1.5490, acc: 0.5000
(TRAINING) task: 19, epoch: 39/125, loss: 1.4099, acc: 0.8861
(TESTING) task: 19, epoch: 39/125, loss: 1.5135, acc: 0.5938
(TRAINING) task: 19, epoch: 40/125, loss: 1.4037, acc: 0.8797
(TESTING) task: 19, epoch: 40/125, loss: 1.5281, acc: 0.5000
(TRAINING) task: 19, epoch: 41/125, loss: 1.3977, acc: 0.8861
(TESTING) task: 19, epoch: 41/125, loss: 1.5233, acc: 0.5000
(TRAINING) task: 19, epoch: 42/125, loss: 1.3922, acc: 0.8734
(TESTING) task: 19, epoch: 42/125, loss: 1.5344, acc: 0.5000
(TRAINING) task: 19, epoch: 43/125, loss: 1.3867, acc: 0.8734
(TESTING) task: 19, epoch: 43/125, loss: 1.5524, acc: 0.4062
(TRAINING) task: 19, epoch: 44/125, loss: 1.3820, acc: 0.8608
(TESTING) task: 19, epoch: 44/125, loss: 1.5048, acc: 0.5938
(TRAINING) task: 19, epoch: 45/125, loss: 1.3773, acc: 0.8671
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(TRAINING) task: 19, epoch: 46/125, loss: 1.3736, acc: 0.8671
(TESTING) task: 19, epoch: 46/125, loss: 1.5442, acc: 0.4062
(TRAINING) task: 19, epoch: 47/125, loss: 1.3696, acc: 0.8734
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(TRAINING) task: 19, epoch: 48/125, loss: 1.3662, acc: 0.8608
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(TRAINING) task: 19, epoch: 49/125, loss: 1.3620, acc: 0.8608
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(TRAINING) task: 19, epoch: 50/125, loss: 1.3572, acc: 0.8608
(TESTING) task: 19, epoch: 50/125, loss: 1.5286, acc: 0.3125
(TRAINING) task: 19, epoch: 51/125, loss: 1.3538, acc: 0.8608
(TESTING) task: 19, epoch: 51/125, loss: 1.5298, acc: 0.3125
(TRAINING) task: 19, epoch: 52/125, loss: 1.3485, acc: 0.8544
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(TRAINING) task: 19, epoch: 53/125, loss: 1.3445, acc: 0.8544
(TESTING) task: 19, epoch: 53/125, loss: 1.4190, acc: 0.6875
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(TESTING) task: 19, epoch: 54/125, loss: 1.4902, acc: 0.4062
(TRAINING) task: 19, epoch: 55/125, loss: 1.3323, acc: 0.8481
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(TRAINING) task: 19, epoch: 59/125, loss: 1.3039, acc: 0.8544
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(TRAINING) task: 19, epoch: 60/125, loss: 1.2965, acc: 0.8608
(TESTING) task: 19, epoch: 60/125, loss: 1.5016, acc: 0.4062
(TRAINING) task: 19, epoch: 61/125, loss: 1.2896, acc: 0.8671
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(TRAINING) task: 19, epoch: 62/125, loss: 1.2826, acc: 0.8671
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(TRAINING) task: 19, epoch: 63/125, loss: 1.2759, acc: 0.8671
(TESTING) task: 19, epoch: 63/125, loss: 1.4113, acc: 0.5000
(TRAINING) task: 19, epoch: 64/125, loss: 1.2700, acc: 0.8734
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(TRAINING) task: 19, epoch: 65/125, loss: 1.2643, acc: 0.8671
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(TRAINING) task: 19, epoch: 66/125, loss: 1.2595, acc: 0.8608
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(TRAINING) task: 19, epoch: 69/125, loss: 1.2485, acc: 0.8354
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(TRAINING) task: 19, epoch: 71/125, loss: 1.2438, acc: 0.8354
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(TRAINING) task: 19, epoch: 74/125, loss: 1.2383, acc: 0.8228
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(TRAINING) task: 19, epoch: 76/125, loss: 1.2363, acc: 0.8228
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(TRAINING) task: 19, epoch: 95/125, loss: 1.1695, acc: 0.8418
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(TRAINING) task: 19, epoch: 96/125, loss: 1.1662, acc: 0.8481
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(TESTING) task: 19, epoch: 105/125, loss: 1.1833, acc: 0.7500
(TRAINING) task: 19, epoch: 106/125, loss: 1.1364, acc: 0.8861
(TESTING) task: 19, epoch: 106/125, loss: 1.2566, acc: 0.6875
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(TRAINING) task: 19, epoch: 108/125, loss: 1.1312, acc: 0.9051
(TESTING) task: 19, epoch: 108/125, loss: 1.3412, acc: 0.6875
(TRAINING) task: 19, epoch: 109/125, loss: 1.1288, acc: 0.9114
(TESTING) task: 19, epoch: 109/125, loss: 1.3238, acc: 0.6875
(TRAINING) task: 19, epoch: 110/125, loss: 1.1257, acc: 0.9114
(TESTING) task: 19, epoch: 110/125, loss: 1.4117, acc: 0.5000
(TRAINING) task: 19, epoch: 111/125, loss: 1.1232, acc: 0.9177
(TESTING) task: 19, epoch: 111/125, loss: 1.2827, acc: 0.6875
(TRAINING) task: 19, epoch: 112/125, loss: 1.1202, acc: 0.9241
(TESTING) task: 19, epoch: 112/125, loss: 1.3896, acc: 0.5000
(TRAINING) task: 19, epoch: 113/125, loss: 1.1179, acc: 0.9241
(TESTING) task: 19, epoch: 113/125, loss: 1.3311, acc: 0.5938
(TRAINING) task: 19, epoch: 114/125, loss: 1.1154, acc: 0.9241
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(TRAINING) task: 19, epoch: 115/125, loss: 1.1134, acc: 0.9241
(TESTING) task: 19, epoch: 115/125, loss: 1.2768, acc: 0.6562
(TRAINING) task: 19, epoch: 116/125, loss: 1.1113, acc: 0.9241
(TESTING) task: 19, epoch: 116/125, loss: 1.2725, acc: 0.6562
(TRAINING) task: 19, epoch: 117/125, loss: 1.1093, acc: 0.9304
(TESTING) task: 19, epoch: 117/125, loss: 1.3161, acc: 0.5625
(TRAINING) task: 19, epoch: 118/125, loss: 1.1081, acc: 0.9304
(TESTING) task: 19, epoch: 118/125, loss: 1.3863, acc: 0.4688
(TRAINING) task: 19, epoch: 119/125, loss: 1.1071, acc: 0.9367
(TESTING) task: 19, epoch: 119/125, loss: 1.3034, acc: 0.6562
(TRAINING) task: 19, epoch: 120/125, loss: 1.1076, acc: 0.9367
(TESTING) task: 19, epoch: 120/125, loss: 1.3231, acc: 0.6562
(TRAINING) task: 19, epoch: 121/125, loss: 1.1067, acc: 0.9367
(TESTING) task: 19, epoch: 121/125, loss: 1.2302, acc: 0.7500
(TRAINING) task: 19, epoch: 122/125, loss: 1.1064, acc: 0.9367
(TESTING) task: 19, epoch: 122/125, loss: 1.3210, acc: 0.6562
(TRAINING) task: 19, epoch: 123/125, loss: 1.1072, acc: 0.9304
(TESTING) task: 19, epoch: 123/125, loss: 1.2418, acc: 0.6562
(TRAINING) task: 19, epoch: 124/125, loss: 1.1072, acc: 0.9304
(TESTING) task: 19, epoch: 124/125, loss: 1.2884, acc: 0.5312
#params=56069
(TRAINING) task: 20, epoch: 0/125, loss: 1.5970, acc: 0.3092
(TESTING) task: 20, epoch: 0/125, loss: 1.5910, acc: 0.5521
(TRAINING) task: 20, epoch: 1/125, loss: 1.5911, acc: 0.3882
(TESTING) task: 20, epoch: 1/125, loss: 1.5819, acc: 0.5521
(TRAINING) task: 20, epoch: 2/125, loss: 1.5850, acc: 0.4211
(TESTING) task: 20, epoch: 2/125, loss: 1.5774, acc: 0.5521
(TRAINING) task: 20, epoch: 3/125, loss: 1.5789, acc: 0.4737
(TESTING) task: 20, epoch: 3/125, loss: 1.5952, acc: 0.3125
(TRAINING) task: 20, epoch: 4/125, loss: 1.5729, acc: 0.5197
(TESTING) task: 20, epoch: 4/125, loss: 1.5793, acc: 0.4792
(TRAINING) task: 20, epoch: 5/125, loss: 1.5669, acc: 0.5592
(TESTING) task: 20, epoch: 5/125, loss: 1.5921, acc: 0.5104
(TRAINING) task: 20, epoch: 6/125, loss: 1.5607, acc: 0.6118
(TESTING) task: 20, epoch: 6/125, loss: 1.5686, acc: 0.7812
(TRAINING) task: 20, epoch: 7/125, loss: 1.5547, acc: 0.6316
(TESTING) task: 20, epoch: 7/125, loss: 1.5689, acc: 0.5104
(TRAINING) task: 20, epoch: 8/125, loss: 1.5484, acc: 0.6447
(TESTING) task: 20, epoch: 8/125, loss: 1.5640, acc: 0.8125
(TRAINING) task: 20, epoch: 9/125, loss: 1.5423, acc: 0.6711
(TESTING) task: 20, epoch: 9/125, loss: 1.5684, acc: 0.6771
(TRAINING) task: 20, epoch: 10/125, loss: 1.5358, acc: 0.7105
(TESTING) task: 20, epoch: 10/125, loss: 1.5540, acc: 0.6458
(TRAINING) task: 20, epoch: 11/125, loss: 1.5291, acc: 0.7039
(TESTING) task: 20, epoch: 11/125, loss: 1.5517, acc: 0.6458
(TRAINING) task: 20, epoch: 12/125, loss: 1.5226, acc: 0.7171
(TESTING) task: 20, epoch: 12/125, loss: 1.5664, acc: 0.5104
(TRAINING) task: 20, epoch: 13/125, loss: 1.5155, acc: 0.7105
(TESTING) task: 20, epoch: 13/125, loss: 1.5220, acc: 0.7812
(TRAINING) task: 20, epoch: 14/125, loss: 1.5083, acc: 0.7368
(TESTING) task: 20, epoch: 14/125, loss: 1.5490, acc: 0.5104
(TRAINING) task: 20, epoch: 15/125, loss: 1.5008, acc: 0.7237
(TESTING) task: 20, epoch: 15/125, loss: 1.5419, acc: 0.6146
(TRAINING) task: 20, epoch: 16/125, loss: 1.4932, acc: 0.7171
(TESTING) task: 20, epoch: 16/125, loss: 1.4910, acc: 0.7188
(TRAINING) task: 20, epoch: 17/125, loss: 1.4854, acc: 0.7237
(TESTING) task: 20, epoch: 17/125, loss: 1.5555, acc: 0.4479
(TRAINING) task: 20, epoch: 18/125, loss: 1.4776, acc: 0.7171
(TESTING) task: 20, epoch: 18/125, loss: 1.5338, acc: 0.4479
(TRAINING) task: 20, epoch: 19/125, loss: 1.4694, acc: 0.7105
(TESTING) task: 20, epoch: 19/125, loss: 1.4731, acc: 0.7188
(TRAINING) task: 20, epoch: 20/125, loss: 1.4614, acc: 0.7105
(TESTING) task: 20, epoch: 20/125, loss: 1.5021, acc: 0.5833
(TRAINING) task: 20, epoch: 21/125, loss: 1.4532, acc: 0.6974
(TESTING) task: 20, epoch: 21/125, loss: 1.4863, acc: 0.5833
(TRAINING) task: 20, epoch: 22/125, loss: 1.4451, acc: 0.6842
(TESTING) task: 20, epoch: 22/125, loss: 1.5181, acc: 0.4479
(TRAINING) task: 20, epoch: 23/125, loss: 1.4371, acc: 0.6645
(TESTING) task: 20, epoch: 23/125, loss: 1.5146, acc: 0.4479
(TRAINING) task: 20, epoch: 24/125, loss: 1.4291, acc: 0.6645
(TESTING) task: 20, epoch: 24/125, loss: 1.4986, acc: 0.4479
(TRAINING) task: 20, epoch: 25/125, loss: 1.4211, acc: 0.6513
(TESTING) task: 20, epoch: 25/125, loss: 1.4786, acc: 0.5833
(TRAINING) task: 20, epoch: 26/125, loss: 1.4132, acc: 0.6513
(TESTING) task: 20, epoch: 26/125, loss: 1.5387, acc: 0.3125
(TRAINING) task: 20, epoch: 27/125, loss: 1.4056, acc: 0.6382
(TESTING) task: 20, epoch: 27/125, loss: 1.4875, acc: 0.4479
(TRAINING) task: 20, epoch: 28/125, loss: 1.3978, acc: 0.6382
(TESTING) task: 20, epoch: 28/125, loss: 1.4799, acc: 0.4479
(TRAINING) task: 20, epoch: 29/125, loss: 1.3905, acc: 0.6382
(TESTING) task: 20, epoch: 29/125, loss: 1.4280, acc: 0.5833
(TRAINING) task: 20, epoch: 30/125, loss: 1.3832, acc: 0.6382
(TESTING) task: 20, epoch: 30/125, loss: 1.4885, acc: 0.4479
(TRAINING) task: 20, epoch: 31/125, loss: 1.3753, acc: 0.6250
(TESTING) task: 20, epoch: 31/125, loss: 1.5318, acc: 0.3125
(TRAINING) task: 20, epoch: 32/125, loss: 1.3681, acc: 0.6184
(TESTING) task: 20, epoch: 32/125, loss: 1.4212, acc: 0.5833
(TRAINING) task: 20, epoch: 33/125, loss: 1.3615, acc: 0.6184
(TESTING) task: 20, epoch: 33/125, loss: 1.5196, acc: 0.3125
(TRAINING) task: 20, epoch: 34/125, loss: 1.3540, acc: 0.6118
(TESTING) task: 20, epoch: 34/125, loss: 1.4677, acc: 0.4479
(TRAINING) task: 20, epoch: 35/125, loss: 1.3470, acc: 0.6118
(TESTING) task: 20, epoch: 35/125, loss: 1.4115, acc: 0.5833
(TRAINING) task: 20, epoch: 36/125, loss: 1.3404, acc: 0.6053
(TESTING) task: 20, epoch: 36/125, loss: 1.3858, acc: 0.5833
(TRAINING) task: 20, epoch: 37/125, loss: 1.3330, acc: 0.5921
(TESTING) task: 20, epoch: 37/125, loss: 1.3701, acc: 0.5833
(TRAINING) task: 20, epoch: 38/125, loss: 1.3259, acc: 0.5921
(TESTING) task: 20, epoch: 38/125, loss: 1.5016, acc: 0.3125
(TRAINING) task: 20, epoch: 39/125, loss: 1.3196, acc: 0.5921
(TESTING) task: 20, epoch: 39/125, loss: 1.4507, acc: 0.4479
(TRAINING) task: 20, epoch: 40/125, loss: 1.3134, acc: 0.5921
(TESTING) task: 20, epoch: 40/125, loss: 1.3627, acc: 0.5833
(TRAINING) task: 20, epoch: 41/125, loss: 1.3074, acc: 0.5921
(TESTING) task: 20, epoch: 41/125, loss: 1.4392, acc: 0.4479
(TRAINING) task: 20, epoch: 42/125, loss: 1.3017, acc: 0.5855
(TESTING) task: 20, epoch: 42/125, loss: 1.4167, acc: 0.4479
(TRAINING) task: 20, epoch: 43/125, loss: 1.2968, acc: 0.5921
(TESTING) task: 20, epoch: 43/125, loss: 1.4976, acc: 0.3125
(TRAINING) task: 20, epoch: 44/125, loss: 1.2922, acc: 0.5855
(TESTING) task: 20, epoch: 44/125, loss: 1.4232, acc: 0.4479
(TRAINING) task: 20, epoch: 45/125, loss: 1.2883, acc: 0.5855
(TESTING) task: 20, epoch: 45/125, loss: 1.4169, acc: 0.4479
(TRAINING) task: 20, epoch: 46/125, loss: 1.2845, acc: 0.5921
(TESTING) task: 20, epoch: 46/125, loss: 1.4245, acc: 0.4479
(TRAINING) task: 20, epoch: 47/125, loss: 1.2812, acc: 0.5855
(TESTING) task: 20, epoch: 47/125, loss: 1.2431, acc: 0.7188
(TRAINING) task: 20, epoch: 48/125, loss: 1.2782, acc: 0.5855
(TESTING) task: 20, epoch: 48/125, loss: 1.3967, acc: 0.4479
(TRAINING) task: 20, epoch: 49/125, loss: 1.2757, acc: 0.5921
(TESTING) task: 20, epoch: 49/125, loss: 1.3153, acc: 0.5833
(TRAINING) task: 20, epoch: 50/125, loss: 1.2735, acc: 0.5855
(TESTING) task: 20, epoch: 50/125, loss: 1.3004, acc: 0.5833
(TRAINING) task: 20, epoch: 51/125, loss: 1.2714, acc: 0.5855
(TESTING) task: 20, epoch: 51/125, loss: 1.3984, acc: 0.4479
(TRAINING) task: 20, epoch: 52/125, loss: 1.2696, acc: 0.5855
(TESTING) task: 20, epoch: 52/125, loss: 1.2236, acc: 0.7188
(TRAINING) task: 20, epoch: 53/125, loss: 1.2682, acc: 0.5855
(TESTING) task: 20, epoch: 53/125, loss: 1.3064, acc: 0.5833
(TRAINING) task: 20, epoch: 54/125, loss: 1.2666, acc: 0.5855
(TESTING) task: 20, epoch: 54/125, loss: 1.2107, acc: 0.7188
(TRAINING) task: 20, epoch: 55/125, loss: 1.2652, acc: 0.5855
(TESTING) task: 20, epoch: 55/125, loss: 1.3892, acc: 0.4479
(TRAINING) task: 20, epoch: 56/125, loss: 1.2639, acc: 0.5921
(TESTING) task: 20, epoch: 56/125, loss: 1.3130, acc: 0.5833
(TRAINING) task: 20, epoch: 57/125, loss: 1.2625, acc: 0.5921
(TESTING) task: 20, epoch: 57/125, loss: 1.4263, acc: 0.4479
(TRAINING) task: 20, epoch: 58/125, loss: 1.2613, acc: 0.5921
(TESTING) task: 20, epoch: 58/125, loss: 1.1960, acc: 0.7188
(TRAINING) task: 20, epoch: 59/125, loss: 1.2599, acc: 0.5921
(TESTING) task: 20, epoch: 59/125, loss: 1.3785, acc: 0.4479
(TRAINING) task: 20, epoch: 60/125, loss: 1.2586, acc: 0.5921
(TESTING) task: 20, epoch: 60/125, loss: 1.3017, acc: 0.5833
(TRAINING) task: 20, epoch: 61/125, loss: 1.2569, acc: 0.5921
(TESTING) task: 20, epoch: 61/125, loss: 1.3963, acc: 0.4479
(TRAINING) task: 20, epoch: 62/125, loss: 1.2555, acc: 0.5987
(TESTING) task: 20, epoch: 62/125, loss: 1.3960, acc: 0.4479
(TRAINING) task: 20, epoch: 63/125, loss: 1.2538, acc: 0.5987
(TESTING) task: 20, epoch: 63/125, loss: 1.4052, acc: 0.4479
(TRAINING) task: 20, epoch: 64/125, loss: 1.2520, acc: 0.6053
(TESTING) task: 20, epoch: 64/125, loss: 1.3125, acc: 0.5833
(TRAINING) task: 20, epoch: 65/125, loss: 1.2503, acc: 0.6118
(TESTING) task: 20, epoch: 65/125, loss: 1.3005, acc: 0.5833
(TRAINING) task: 20, epoch: 66/125, loss: 1.2485, acc: 0.6184
(TESTING) task: 20, epoch: 66/125, loss: 1.2987, acc: 0.5833
(TRAINING) task: 20, epoch: 67/125, loss: 1.2466, acc: 0.6184
(TESTING) task: 20, epoch: 67/125, loss: 1.2758, acc: 0.5833
(TRAINING) task: 20, epoch: 68/125, loss: 1.2443, acc: 0.6184
(TESTING) task: 20, epoch: 68/125, loss: 1.5034, acc: 0.3125
(TRAINING) task: 20, epoch: 69/125, loss: 1.2421, acc: 0.6184
(TESTING) task: 20, epoch: 69/125, loss: 1.3041, acc: 0.5833
(TRAINING) task: 20, epoch: 70/125, loss: 1.2405, acc: 0.6184
(TESTING) task: 20, epoch: 70/125, loss: 1.1818, acc: 0.7188
(TRAINING) task: 20, epoch: 71/125, loss: 1.2381, acc: 0.6184
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(TRAINING) task: 20, epoch: 72/125, loss: 1.2358, acc: 0.6184
(TESTING) task: 20, epoch: 72/125, loss: 1.2836, acc: 0.5833
(TRAINING) task: 20, epoch: 73/125, loss: 1.2334, acc: 0.6184
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(TRAINING) task: 20, epoch: 74/125, loss: 1.2310, acc: 0.6184
(TESTING) task: 20, epoch: 74/125, loss: 1.3952, acc: 0.4479
(TRAINING) task: 20, epoch: 75/125, loss: 1.2286, acc: 0.6382
(TESTING) task: 20, epoch: 75/125, loss: 1.3814, acc: 0.4479
(TRAINING) task: 20, epoch: 76/125, loss: 1.2263, acc: 0.6382
(TESTING) task: 20, epoch: 76/125, loss: 1.3740, acc: 0.4479
(TRAINING) task: 20, epoch: 77/125, loss: 1.2242, acc: 0.6579
(TESTING) task: 20, epoch: 77/125, loss: 1.3807, acc: 0.4479
(TRAINING) task: 20, epoch: 78/125, loss: 1.2222, acc: 0.6579
(TESTING) task: 20, epoch: 78/125, loss: 1.2999, acc: 0.5833
(TRAINING) task: 20, epoch: 79/125, loss: 1.2201, acc: 0.6579
(TESTING) task: 20, epoch: 79/125, loss: 1.2819, acc: 0.5833
(TRAINING) task: 20, epoch: 80/125, loss: 1.2176, acc: 0.6711
(TESTING) task: 20, epoch: 80/125, loss: 1.3524, acc: 0.4479
(TRAINING) task: 20, epoch: 81/125, loss: 1.2156, acc: 0.6776
(TESTING) task: 20, epoch: 81/125, loss: 1.4534, acc: 0.3125
(TRAINING) task: 20, epoch: 82/125, loss: 1.2138, acc: 0.6776
(TESTING) task: 20, epoch: 82/125, loss: 1.3620, acc: 0.4479
(TRAINING) task: 20, epoch: 83/125, loss: 1.2120, acc: 0.6842
(TESTING) task: 20, epoch: 83/125, loss: 1.3812, acc: 0.4479
(TRAINING) task: 20, epoch: 84/125, loss: 1.2101, acc: 0.6908
(TESTING) task: 20, epoch: 84/125, loss: 1.3605, acc: 0.4479
(TRAINING) task: 20, epoch: 85/125, loss: 1.2085, acc: 0.6974
(TESTING) task: 20, epoch: 85/125, loss: 1.2695, acc: 0.5833
(TRAINING) task: 20, epoch: 86/125, loss: 1.2067, acc: 0.7039
(TESTING) task: 20, epoch: 86/125, loss: 1.3662, acc: 0.4479
(TRAINING) task: 20, epoch: 87/125, loss: 1.2054, acc: 0.7237
(TESTING) task: 20, epoch: 87/125, loss: 1.1650, acc: 0.7188
(TRAINING) task: 20, epoch: 88/125, loss: 1.2038, acc: 0.7303
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(TRAINING) task: 20, epoch: 89/125, loss: 1.2024, acc: 0.7303
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(TRAINING) task: 20, epoch: 90/125, loss: 1.2009, acc: 0.7368
(TESTING) task: 20, epoch: 90/125, loss: 1.2463, acc: 0.5833
(TRAINING) task: 20, epoch: 91/125, loss: 1.1992, acc: 0.7434
(TESTING) task: 20, epoch: 91/125, loss: 1.2589, acc: 0.5833
(TRAINING) task: 20, epoch: 92/125, loss: 1.1976, acc: 0.7632
(TESTING) task: 20, epoch: 92/125, loss: 1.2722, acc: 0.5833
(TRAINING) task: 20, epoch: 93/125, loss: 1.1962, acc: 0.7763
(TESTING) task: 20, epoch: 93/125, loss: 1.4371, acc: 0.3125
(TRAINING) task: 20, epoch: 94/125, loss: 1.1944, acc: 0.7763
(TESTING) task: 20, epoch: 94/125, loss: 1.3479, acc: 0.4479
(TRAINING) task: 20, epoch: 95/125, loss: 1.1924, acc: 0.7829
(TESTING) task: 20, epoch: 95/125, loss: 1.2730, acc: 0.5833
(TRAINING) task: 20, epoch: 96/125, loss: 1.1907, acc: 0.7961
(TESTING) task: 20, epoch: 96/125, loss: 1.3432, acc: 0.4479
(TRAINING) task: 20, epoch: 97/125, loss: 1.1882, acc: 0.7961
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(TRAINING) task: 20, epoch: 99/125, loss: 1.1842, acc: 0.8026
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(TRAINING) task: 20, epoch: 100/125, loss: 1.1821, acc: 0.8092
(TESTING) task: 20, epoch: 100/125, loss: 1.3918, acc: 0.4792
(TRAINING) task: 20, epoch: 101/125, loss: 1.1795, acc: 0.8289
(TESTING) task: 20, epoch: 101/125, loss: 1.2811, acc: 0.6146
(TRAINING) task: 20, epoch: 102/125, loss: 1.1769, acc: 0.8355
(TESTING) task: 20, epoch: 102/125, loss: 1.2372, acc: 0.7500
(TRAINING) task: 20, epoch: 103/125, loss: 1.1744, acc: 0.8421
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(TRAINING) task: 20, epoch: 105/125, loss: 1.1689, acc: 0.8421
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(TRAINING) task: 20, epoch: 118/125, loss: 1.1386, acc: 0.8947
(TESTING) task: 20, epoch: 118/125, loss: 1.3802, acc: 0.6771
(TRAINING) task: 20, epoch: 119/125, loss: 1.1366, acc: 0.9013
(TESTING) task: 20, epoch: 119/125, loss: 1.2608, acc: 0.6771
(TRAINING) task: 20, epoch: 120/125, loss: 1.1348, acc: 0.9013
(TESTING) task: 20, epoch: 120/125, loss: 1.2202, acc: 0.6771
(TRAINING) task: 20, epoch: 121/125, loss: 1.1331, acc: 0.9013
(TESTING) task: 20, epoch: 121/125, loss: 1.4500, acc: 0.4062
(TRAINING) task: 20, epoch: 122/125, loss: 1.1315, acc: 0.8947
(TESTING) task: 20, epoch: 122/125, loss: 1.1969, acc: 0.8125
(TRAINING) task: 20, epoch: 123/125, loss: 1.1297, acc: 0.8947
(TESTING) task: 20, epoch: 123/125, loss: 1.3442, acc: 0.5417
(TRAINING) task: 20, epoch: 124/125, loss: 1.1276, acc: 0.8947
(TESTING) task: 20, epoch: 124/125, loss: 1.1231, acc: 0.8125
#params=56069
(TRAINING) task: 21, epoch: 0/125, loss: 1.6063, acc: 0.1667
(TESTING) task: 21, epoch: 0/125, loss: 1.5912, acc: 0.4625
(TRAINING) task: 21, epoch: 1/125, loss: 1.6024, acc: 0.2000
(TESTING) task: 21, epoch: 1/125, loss: 1.5875, acc: 0.5687
(TRAINING) task: 21, epoch: 2/125, loss: 1.5983, acc: 0.2381
(TESTING) task: 21, epoch: 2/125, loss: 1.5834, acc: 0.5687
(TRAINING) task: 21, epoch: 3/125, loss: 1.5941, acc: 0.2667
(TESTING) task: 21, epoch: 3/125, loss: 1.5822, acc: 0.6000
(TRAINING) task: 21, epoch: 4/125, loss: 1.5901, acc: 0.3095
(TESTING) task: 21, epoch: 4/125, loss: 1.5827, acc: 0.5625
(TRAINING) task: 21, epoch: 5/125, loss: 1.5860, acc: 0.3857
(TESTING) task: 21, epoch: 5/125, loss: 1.5792, acc: 0.5500
(TRAINING) task: 21, epoch: 6/125, loss: 1.5819, acc: 0.4381
(TESTING) task: 21, epoch: 6/125, loss: 1.5753, acc: 0.6188
(TRAINING) task: 21, epoch: 7/125, loss: 1.5778, acc: 0.5190
(TESTING) task: 21, epoch: 7/125, loss: 1.5775, acc: 0.5625
(TRAINING) task: 21, epoch: 8/125, loss: 1.5736, acc: 0.5476
(TESTING) task: 21, epoch: 8/125, loss: 1.5754, acc: 0.5312
(TRAINING) task: 21, epoch: 9/125, loss: 1.5695, acc: 0.5667
(TESTING) task: 21, epoch: 9/125, loss: 1.5704, acc: 0.5687
(TRAINING) task: 21, epoch: 10/125, loss: 1.5654, acc: 0.6048
(TESTING) task: 21, epoch: 10/125, loss: 1.5729, acc: 0.4625
(TRAINING) task: 21, epoch: 11/125, loss: 1.5613, acc: 0.6381
(TESTING) task: 21, epoch: 11/125, loss: 1.5667, acc: 0.4688
(TRAINING) task: 21, epoch: 12/125, loss: 1.5572, acc: 0.6714
(TESTING) task: 21, epoch: 12/125, loss: 1.5679, acc: 0.4500
(TRAINING) task: 21, epoch: 13/125, loss: 1.5528, acc: 0.6952
(TESTING) task: 21, epoch: 13/125, loss: 1.5663, acc: 0.4813
(TRAINING) task: 21, epoch: 14/125, loss: 1.5486, acc: 0.7286
(TESTING) task: 21, epoch: 14/125, loss: 1.5582, acc: 0.5375
(TRAINING) task: 21, epoch: 15/125, loss: 1.5440, acc: 0.7381
(TESTING) task: 21, epoch: 15/125, loss: 1.5618, acc: 0.4813
(TRAINING) task: 21, epoch: 16/125, loss: 1.5393, acc: 0.7619
(TESTING) task: 21, epoch: 16/125, loss: 1.5577, acc: 0.5000
(TRAINING) task: 21, epoch: 17/125, loss: 1.5347, acc: 0.7762
(TESTING) task: 21, epoch: 17/125, loss: 1.5587, acc: 0.4938
(TRAINING) task: 21, epoch: 18/125, loss: 1.5299, acc: 0.7762
(TESTING) task: 21, epoch: 18/125, loss: 1.5546, acc: 0.5813
(TRAINING) task: 21, epoch: 19/125, loss: 1.5249, acc: 0.7810
(TESTING) task: 21, epoch: 19/125, loss: 1.5488, acc: 0.5813
(TRAINING) task: 21, epoch: 20/125, loss: 1.5200, acc: 0.7810
(TESTING) task: 21, epoch: 20/125, loss: 1.5481, acc: 0.5625
(TRAINING) task: 21, epoch: 21/125, loss: 1.5151, acc: 0.7905
(TESTING) task: 21, epoch: 21/125, loss: 1.5460, acc: 0.5813
(TRAINING) task: 21, epoch: 22/125, loss: 1.5101, acc: 0.7952
(TESTING) task: 21, epoch: 22/125, loss: 1.5399, acc: 0.5875
(TRAINING) task: 21, epoch: 23/125, loss: 1.5052, acc: 0.8095
(TESTING) task: 21, epoch: 23/125, loss: 1.5462, acc: 0.4938
(TRAINING) task: 21, epoch: 24/125, loss: 1.5001, acc: 0.8238
(TESTING) task: 21, epoch: 24/125, loss: 1.5358, acc: 0.5500
(TRAINING) task: 21, epoch: 25/125, loss: 1.4953, acc: 0.8333
(TESTING) task: 21, epoch: 25/125, loss: 1.5339, acc: 0.5500
(TRAINING) task: 21, epoch: 26/125, loss: 1.4903, acc: 0.8429
(TESTING) task: 21, epoch: 26/125, loss: 1.5287, acc: 0.5687
(TRAINING) task: 21, epoch: 27/125, loss: 1.4852, acc: 0.8476
(TESTING) task: 21, epoch: 27/125, loss: 1.5258, acc: 0.5500
(TRAINING) task: 21, epoch: 28/125, loss: 1.4804, acc: 0.8476
(TESTING) task: 21, epoch: 28/125, loss: 1.5257, acc: 0.6000
(TRAINING) task: 21, epoch: 29/125, loss: 1.4758, acc: 0.8476
(TESTING) task: 21, epoch: 29/125, loss: 1.5237, acc: 0.5813
(TRAINING) task: 21, epoch: 30/125, loss: 1.4708, acc: 0.8571
(TESTING) task: 21, epoch: 30/125, loss: 1.5170, acc: 0.6125
(TRAINING) task: 21, epoch: 31/125, loss: 1.4660, acc: 0.8571
(TESTING) task: 21, epoch: 31/125, loss: 1.5144, acc: 0.6813
(TRAINING) task: 21, epoch: 32/125, loss: 1.4609, acc: 0.8619
(TESTING) task: 21, epoch: 32/125, loss: 1.5112, acc: 0.7125
(TRAINING) task: 21, epoch: 33/125, loss: 1.4557, acc: 0.8667
(TESTING) task: 21, epoch: 33/125, loss: 1.5136, acc: 0.6562
(TRAINING) task: 21, epoch: 34/125, loss: 1.4502, acc: 0.8714
(TESTING) task: 21, epoch: 34/125, loss: 1.5068, acc: 0.6625
(TRAINING) task: 21, epoch: 35/125, loss: 1.4452, acc: 0.8762
(TESTING) task: 21, epoch: 35/125, loss: 1.5078, acc: 0.6250
(TRAINING) task: 21, epoch: 36/125, loss: 1.4403, acc: 0.8810
(TESTING) task: 21, epoch: 36/125, loss: 1.4996, acc: 0.6813
(TRAINING) task: 21, epoch: 37/125, loss: 1.4350, acc: 0.8762
(TESTING) task: 21, epoch: 37/125, loss: 1.5052, acc: 0.6438
(TRAINING) task: 21, epoch: 38/125, loss: 1.4299, acc: 0.8810
(TESTING) task: 21, epoch: 38/125, loss: 1.4983, acc: 0.6625
(TRAINING) task: 21, epoch: 39/125, loss: 1.4246, acc: 0.8857
(TESTING) task: 21, epoch: 39/125, loss: 1.4960, acc: 0.6625
(TRAINING) task: 21, epoch: 40/125, loss: 1.4193, acc: 0.8810
(TESTING) task: 21, epoch: 40/125, loss: 1.4825, acc: 0.7000
(TRAINING) task: 21, epoch: 41/125, loss: 1.4143, acc: 0.8762
(TESTING) task: 21, epoch: 41/125, loss: 1.4845, acc: 0.6813
(TRAINING) task: 21, epoch: 42/125, loss: 1.4091, acc: 0.8810
(TESTING) task: 21, epoch: 42/125, loss: 1.4802, acc: 0.6500
(TRAINING) task: 21, epoch: 43/125, loss: 1.4038, acc: 0.8857
(TESTING) task: 21, epoch: 43/125, loss: 1.4859, acc: 0.5813
(TRAINING) task: 21, epoch: 44/125, loss: 1.3982, acc: 0.8857
(TESTING) task: 21, epoch: 44/125, loss: 1.4797, acc: 0.5813
(TRAINING) task: 21, epoch: 45/125, loss: 1.3930, acc: 0.8857
(TESTING) task: 21, epoch: 45/125, loss: 1.4740, acc: 0.6000
(TRAINING) task: 21, epoch: 46/125, loss: 1.3874, acc: 0.8810
(TESTING) task: 21, epoch: 46/125, loss: 1.4805, acc: 0.5625
(TRAINING) task: 21, epoch: 47/125, loss: 1.3819, acc: 0.8810
(TESTING) task: 21, epoch: 47/125, loss: 1.4655, acc: 0.6125
(TRAINING) task: 21, epoch: 48/125, loss: 1.3755, acc: 0.8810
(TESTING) task: 21, epoch: 48/125, loss: 1.4678, acc: 0.6125
(TRAINING) task: 21, epoch: 49/125, loss: 1.3701, acc: 0.8762
(TESTING) task: 21, epoch: 49/125, loss: 1.4671, acc: 0.6125
(TRAINING) task: 21, epoch: 50/125, loss: 1.3635, acc: 0.8667
(TESTING) task: 21, epoch: 50/125, loss: 1.4615, acc: 0.6125
(TRAINING) task: 21, epoch: 51/125, loss: 1.3571, acc: 0.8619
(TESTING) task: 21, epoch: 51/125, loss: 1.4586, acc: 0.6125
(TRAINING) task: 21, epoch: 52/125, loss: 1.3512, acc: 0.8571
(TESTING) task: 21, epoch: 52/125, loss: 1.4494, acc: 0.7000
(TRAINING) task: 21, epoch: 53/125, loss: 1.3444, acc: 0.8571
(TESTING) task: 21, epoch: 53/125, loss: 1.4529, acc: 0.6438
(TRAINING) task: 21, epoch: 54/125, loss: 1.3381, acc: 0.8571
(TESTING) task: 21, epoch: 54/125, loss: 1.4513, acc: 0.6250
(TRAINING) task: 21, epoch: 55/125, loss: 1.3318, acc: 0.8571
(TESTING) task: 21, epoch: 55/125, loss: 1.4487, acc: 0.6250
(TRAINING) task: 21, epoch: 56/125, loss: 1.3258, acc: 0.8476
(TESTING) task: 21, epoch: 56/125, loss: 1.4407, acc: 0.6438
(TRAINING) task: 21, epoch: 57/125, loss: 1.3192, acc: 0.8476
(TESTING) task: 21, epoch: 57/125, loss: 1.4253, acc: 0.6813
(TRAINING) task: 21, epoch: 58/125, loss: 1.3134, acc: 0.8476
(TESTING) task: 21, epoch: 58/125, loss: 1.4342, acc: 0.6438
(TRAINING) task: 21, epoch: 59/125, loss: 1.3079, acc: 0.8476
(TESTING) task: 21, epoch: 59/125, loss: 1.4364, acc: 0.6250
(TRAINING) task: 21, epoch: 60/125, loss: 1.3031, acc: 0.8381
(TESTING) task: 21, epoch: 60/125, loss: 1.4254, acc: 0.6438
(TRAINING) task: 21, epoch: 61/125, loss: 1.2987, acc: 0.8333
(TESTING) task: 21, epoch: 61/125, loss: 1.4187, acc: 0.6438
(TRAINING) task: 21, epoch: 62/125, loss: 1.2946, acc: 0.8333
(TESTING) task: 21, epoch: 62/125, loss: 1.4063, acc: 0.6937
(TRAINING) task: 21, epoch: 63/125, loss: 1.2898, acc: 0.8333
(TESTING) task: 21, epoch: 63/125, loss: 1.4142, acc: 0.6937
(TRAINING) task: 21, epoch: 64/125, loss: 1.2860, acc: 0.8333
(TESTING) task: 21, epoch: 64/125, loss: 1.3970, acc: 0.7125
(TRAINING) task: 21, epoch: 65/125, loss: 1.2814, acc: 0.8333
(TESTING) task: 21, epoch: 65/125, loss: 1.4056, acc: 0.6937
(TRAINING) task: 21, epoch: 66/125, loss: 1.2779, acc: 0.8333
(TESTING) task: 21, epoch: 66/125, loss: 1.3912, acc: 0.7125
(TRAINING) task: 21, epoch: 67/125, loss: 1.2736, acc: 0.8333
(TESTING) task: 21, epoch: 67/125, loss: 1.4020, acc: 0.6937
(TRAINING) task: 21, epoch: 68/125, loss: 1.2689, acc: 0.8333
(TESTING) task: 21, epoch: 68/125, loss: 1.3963, acc: 0.6438
(TRAINING) task: 21, epoch: 69/125, loss: 1.2640, acc: 0.8286
(TESTING) task: 21, epoch: 69/125, loss: 1.3915, acc: 0.6438
(TRAINING) task: 21, epoch: 70/125, loss: 1.2588, acc: 0.8238
(TESTING) task: 21, epoch: 70/125, loss: 1.3833, acc: 0.6625
(TRAINING) task: 21, epoch: 71/125, loss: 1.2546, acc: 0.8190
(TESTING) task: 21, epoch: 71/125, loss: 1.3652, acc: 0.6813
(TRAINING) task: 21, epoch: 72/125, loss: 1.2487, acc: 0.8190
(TESTING) task: 21, epoch: 72/125, loss: 1.3720, acc: 0.6625
(TRAINING) task: 21, epoch: 73/125, loss: 1.2443, acc: 0.8095
(TESTING) task: 21, epoch: 73/125, loss: 1.3767, acc: 0.6625
(TRAINING) task: 21, epoch: 74/125, loss: 1.2379, acc: 0.8190
(TESTING) task: 21, epoch: 74/125, loss: 1.3802, acc: 0.6250
(TRAINING) task: 21, epoch: 75/125, loss: 1.2315, acc: 0.8190
(TESTING) task: 21, epoch: 75/125, loss: 1.3689, acc: 0.6438
(TRAINING) task: 21, epoch: 76/125, loss: 1.2253, acc: 0.8190
(TESTING) task: 21, epoch: 76/125, loss: 1.3673, acc: 0.6438
(TRAINING) task: 21, epoch: 77/125, loss: 1.2193, acc: 0.8238
(TESTING) task: 21, epoch: 77/125, loss: 1.3564, acc: 0.7125
(TRAINING) task: 21, epoch: 78/125, loss: 1.2132, acc: 0.8238
(TESTING) task: 21, epoch: 78/125, loss: 1.3570, acc: 0.6937
(TRAINING) task: 21, epoch: 79/125, loss: 1.2083, acc: 0.8238
(TESTING) task: 21, epoch: 79/125, loss: 1.3576, acc: 0.6750
(TRAINING) task: 21, epoch: 80/125, loss: 1.2030, acc: 0.8286
(TESTING) task: 21, epoch: 80/125, loss: 1.3377, acc: 0.7313
(TRAINING) task: 21, epoch: 81/125, loss: 1.1980, acc: 0.8286
(TESTING) task: 21, epoch: 81/125, loss: 1.3593, acc: 0.6750
(TRAINING) task: 21, epoch: 82/125, loss: 1.1929, acc: 0.8238
(TESTING) task: 21, epoch: 82/125, loss: 1.3444, acc: 0.7125
(TRAINING) task: 21, epoch: 83/125, loss: 1.1885, acc: 0.8286
(TESTING) task: 21, epoch: 83/125, loss: 1.3365, acc: 0.6937
(TRAINING) task: 21, epoch: 84/125, loss: 1.1847, acc: 0.8333
(TESTING) task: 21, epoch: 84/125, loss: 1.3336, acc: 0.7125
(TRAINING) task: 21, epoch: 85/125, loss: 1.1808, acc: 0.8333
(TESTING) task: 21, epoch: 85/125, loss: 1.3487, acc: 0.6937
(TRAINING) task: 21, epoch: 86/125, loss: 1.1775, acc: 0.8286
(TESTING) task: 21, epoch: 86/125, loss: 1.3286, acc: 0.7125
(TRAINING) task: 21, epoch: 87/125, loss: 1.1751, acc: 0.8333
(TESTING) task: 21, epoch: 87/125, loss: 1.3309, acc: 0.6937
(TRAINING) task: 21, epoch: 88/125, loss: 1.1728, acc: 0.8381
(TESTING) task: 21, epoch: 88/125, loss: 1.3335, acc: 0.6937
(TRAINING) task: 21, epoch: 89/125, loss: 1.1712, acc: 0.8381
(TESTING) task: 21, epoch: 89/125, loss: 1.3294, acc: 0.6937
(TRAINING) task: 21, epoch: 90/125, loss: 1.1690, acc: 0.8381
(TESTING) task: 21, epoch: 90/125, loss: 1.3399, acc: 0.6750
(TRAINING) task: 21, epoch: 91/125, loss: 1.1678, acc: 0.8381
(TESTING) task: 21, epoch: 91/125, loss: 1.3270, acc: 0.6438
(TRAINING) task: 21, epoch: 92/125, loss: 1.1659, acc: 0.8333
(TESTING) task: 21, epoch: 92/125, loss: 1.3180, acc: 0.6813
(TRAINING) task: 21, epoch: 93/125, loss: 1.1638, acc: 0.8381
(TESTING) task: 21, epoch: 93/125, loss: 1.3129, acc: 0.6625
(TRAINING) task: 21, epoch: 94/125, loss: 1.1625, acc: 0.8381
(TESTING) task: 21, epoch: 94/125, loss: 1.3432, acc: 0.6250
(TRAINING) task: 21, epoch: 95/125, loss: 1.1603, acc: 0.8381
(TESTING) task: 21, epoch: 95/125, loss: 1.3044, acc: 0.6625
(TRAINING) task: 21, epoch: 96/125, loss: 1.1577, acc: 0.8429
(TESTING) task: 21, epoch: 96/125, loss: 1.2989, acc: 0.7000
(TRAINING) task: 21, epoch: 97/125, loss: 1.1558, acc: 0.8429
(TESTING) task: 21, epoch: 97/125, loss: 1.3411, acc: 0.5875
(TRAINING) task: 21, epoch: 98/125, loss: 1.1530, acc: 0.8429
(TESTING) task: 21, epoch: 98/125, loss: 1.3236, acc: 0.6250
(TRAINING) task: 21, epoch: 99/125, loss: 1.1511, acc: 0.8429
(TESTING) task: 21, epoch: 99/125, loss: 1.3022, acc: 0.6625
(TRAINING) task: 21, epoch: 100/125, loss: 1.1480, acc: 0.8476
(TESTING) task: 21, epoch: 100/125, loss: 1.2816, acc: 0.7000
(TRAINING) task: 21, epoch: 101/125, loss: 1.1458, acc: 0.8476
(TESTING) task: 21, epoch: 101/125, loss: 1.2869, acc: 0.6625
(TRAINING) task: 21, epoch: 102/125, loss: 1.1425, acc: 0.8476
(TESTING) task: 21, epoch: 102/125, loss: 1.2826, acc: 0.6813
(TRAINING) task: 21, epoch: 103/125, loss: 1.1401, acc: 0.8476
(TESTING) task: 21, epoch: 103/125, loss: 1.2856, acc: 0.6625
(TRAINING) task: 21, epoch: 104/125, loss: 1.1378, acc: 0.8476
(TESTING) task: 21, epoch: 104/125, loss: 1.3109, acc: 0.6562
(TRAINING) task: 21, epoch: 105/125, loss: 1.1342, acc: 0.8476
(TESTING) task: 21, epoch: 105/125, loss: 1.2926, acc: 0.6937
(TRAINING) task: 21, epoch: 106/125, loss: 1.1318, acc: 0.8429
(TESTING) task: 21, epoch: 106/125, loss: 1.3145, acc: 0.6562
(TRAINING) task: 21, epoch: 107/125, loss: 1.1298, acc: 0.8429
(TESTING) task: 21, epoch: 107/125, loss: 1.3046, acc: 0.6750
(TRAINING) task: 21, epoch: 108/125, loss: 1.1273, acc: 0.8476
(TESTING) task: 21, epoch: 108/125, loss: 1.2644, acc: 0.7313
(TRAINING) task: 21, epoch: 109/125, loss: 1.1255, acc: 0.8429
(TESTING) task: 21, epoch: 109/125, loss: 1.2952, acc: 0.6750
(TRAINING) task: 21, epoch: 110/125, loss: 1.1237, acc: 0.8429
(TESTING) task: 21, epoch: 110/125, loss: 1.2727, acc: 0.7125
(TRAINING) task: 21, epoch: 111/125, loss: 1.1215, acc: 0.8476
(TESTING) task: 21, epoch: 111/125, loss: 1.3077, acc: 0.6063
(TRAINING) task: 21, epoch: 112/125, loss: 1.1208, acc: 0.8476
(TESTING) task: 21, epoch: 112/125, loss: 1.2932, acc: 0.6625
(TRAINING) task: 21, epoch: 113/125, loss: 1.1185, acc: 0.8429
(TESTING) task: 21, epoch: 113/125, loss: 1.2830, acc: 0.6125
(TRAINING) task: 21, epoch: 114/125, loss: 1.1171, acc: 0.8429
(TESTING) task: 21, epoch: 114/125, loss: 1.2844, acc: 0.6312
(TRAINING) task: 21, epoch: 115/125, loss: 1.1149, acc: 0.8429
(TESTING) task: 21, epoch: 115/125, loss: 1.2908, acc: 0.6125
(TRAINING) task: 21, epoch: 116/125, loss: 1.1143, acc: 0.8429
(TESTING) task: 21, epoch: 116/125, loss: 1.2652, acc: 0.6500
(TRAINING) task: 21, epoch: 117/125, loss: 1.1113, acc: 0.8429
(TESTING) task: 21, epoch: 117/125, loss: 1.3027, acc: 0.5938
(TRAINING) task: 21, epoch: 118/125, loss: 1.1091, acc: 0.8429
(TESTING) task: 21, epoch: 118/125, loss: 1.2849, acc: 0.5813
(TRAINING) task: 21, epoch: 119/125, loss: 1.1058, acc: 0.8429
(TESTING) task: 21, epoch: 119/125, loss: 1.2708, acc: 0.6000
(TRAINING) task: 21, epoch: 120/125, loss: 1.1033, acc: 0.8429
(TESTING) task: 21, epoch: 120/125, loss: 1.2665, acc: 0.6188
(TRAINING) task: 21, epoch: 121/125, loss: 1.1003, acc: 0.8429
(TESTING) task: 21, epoch: 121/125, loss: 1.2742, acc: 0.6000
(TRAINING) task: 21, epoch: 122/125, loss: 1.0966, acc: 0.8524
(TESTING) task: 21, epoch: 122/125, loss: 1.2755, acc: 0.6000
(TRAINING) task: 21, epoch: 123/125, loss: 1.0929, acc: 0.8524
(TESTING) task: 21, epoch: 123/125, loss: 1.2951, acc: 0.5625
(TRAINING) task: 21, epoch: 124/125, loss: 1.0890, acc: 0.8524
(TESTING) task: 21, epoch: 124/125, loss: 1.2858, acc: 0.5813
#params=56069
(TRAINING) task: 22, epoch: 0/125, loss: 1.6124, acc: 0.2050
(TESTING) task: 22, epoch: 0/125, loss: 1.6057, acc: 0.2083
(TRAINING) task: 22, epoch: 1/125, loss: 1.6084, acc: 0.2427
(TESTING) task: 22, epoch: 1/125, loss: 1.6026, acc: 0.2188
(TRAINING) task: 22, epoch: 2/125, loss: 1.6044, acc: 0.2803
(TESTING) task: 22, epoch: 2/125, loss: 1.6012, acc: 0.2396
(TRAINING) task: 22, epoch: 3/125, loss: 1.6004, acc: 0.3138
(TESTING) task: 22, epoch: 3/125, loss: 1.5999, acc: 0.2604
(TRAINING) task: 22, epoch: 4/125, loss: 1.5965, acc: 0.3389
(TESTING) task: 22, epoch: 4/125, loss: 1.5990, acc: 0.2396
(TRAINING) task: 22, epoch: 5/125, loss: 1.5927, acc: 0.3849
(TESTING) task: 22, epoch: 5/125, loss: 1.5973, acc: 0.2917
(TRAINING) task: 22, epoch: 6/125, loss: 1.5888, acc: 0.4100
(TESTING) task: 22, epoch: 6/125, loss: 1.5943, acc: 0.3229
(TRAINING) task: 22, epoch: 7/125, loss: 1.5850, acc: 0.4351
(TESTING) task: 22, epoch: 7/125, loss: 1.5939, acc: 0.3750
(TRAINING) task: 22, epoch: 8/125, loss: 1.5811, acc: 0.4644
(TESTING) task: 22, epoch: 8/125, loss: 1.5907, acc: 0.3646
(TRAINING) task: 22, epoch: 9/125, loss: 1.5774, acc: 0.4854
(TESTING) task: 22, epoch: 9/125, loss: 1.5905, acc: 0.3646
(TRAINING) task: 22, epoch: 10/125, loss: 1.5735, acc: 0.5272
(TESTING) task: 22, epoch: 10/125, loss: 1.5892, acc: 0.3958
(TRAINING) task: 22, epoch: 11/125, loss: 1.5696, acc: 0.5439
(TESTING) task: 22, epoch: 11/125, loss: 1.5853, acc: 0.4479
(TRAINING) task: 22, epoch: 12/125, loss: 1.5659, acc: 0.5774
(TESTING) task: 22, epoch: 12/125, loss: 1.5824, acc: 0.4688
(TRAINING) task: 22, epoch: 13/125, loss: 1.5619, acc: 0.6025
(TESTING) task: 22, epoch: 13/125, loss: 1.5814, acc: 0.5000
(TRAINING) task: 22, epoch: 14/125, loss: 1.5579, acc: 0.6318
(TESTING) task: 22, epoch: 14/125, loss: 1.5811, acc: 0.5312
(TRAINING) task: 22, epoch: 15/125, loss: 1.5540, acc: 0.6444
(TESTING) task: 22, epoch: 15/125, loss: 1.5781, acc: 0.5104
(TRAINING) task: 22, epoch: 16/125, loss: 1.5498, acc: 0.6736
(TESTING) task: 22, epoch: 16/125, loss: 1.5748, acc: 0.5833
(TRAINING) task: 22, epoch: 17/125, loss: 1.5456, acc: 0.6862
(TESTING) task: 22, epoch: 17/125, loss: 1.5717, acc: 0.6354
(TRAINING) task: 22, epoch: 18/125, loss: 1.5413, acc: 0.7029
(TESTING) task: 22, epoch: 18/125, loss: 1.5692, acc: 0.5833
(TRAINING) task: 22, epoch: 19/125, loss: 1.5371, acc: 0.7280
(TESTING) task: 22, epoch: 19/125, loss: 1.5676, acc: 0.6042
(TRAINING) task: 22, epoch: 20/125, loss: 1.5325, acc: 0.7448
(TESTING) task: 22, epoch: 20/125, loss: 1.5668, acc: 0.6042
(TRAINING) task: 22, epoch: 21/125, loss: 1.5281, acc: 0.7490
(TESTING) task: 22, epoch: 21/125, loss: 1.5622, acc: 0.6458
(TRAINING) task: 22, epoch: 22/125, loss: 1.5234, acc: 0.7741
(TESTING) task: 22, epoch: 22/125, loss: 1.5590, acc: 0.6562
(TRAINING) task: 22, epoch: 23/125, loss: 1.5188, acc: 0.7782
(TESTING) task: 22, epoch: 23/125, loss: 1.5589, acc: 0.6354
(TRAINING) task: 22, epoch: 24/125, loss: 1.5140, acc: 0.7908
(TESTING) task: 22, epoch: 24/125, loss: 1.5551, acc: 0.6146
(TRAINING) task: 22, epoch: 25/125, loss: 1.5092, acc: 0.7992
(TESTING) task: 22, epoch: 25/125, loss: 1.5565, acc: 0.6042
(TRAINING) task: 22, epoch: 26/125, loss: 1.5044, acc: 0.8033
(TESTING) task: 22, epoch: 26/125, loss: 1.5505, acc: 0.6562
(TRAINING) task: 22, epoch: 27/125, loss: 1.4995, acc: 0.8117
(TESTING) task: 22, epoch: 27/125, loss: 1.5500, acc: 0.5938
(TRAINING) task: 22, epoch: 28/125, loss: 1.4946, acc: 0.8117
(TESTING) task: 22, epoch: 28/125, loss: 1.5471, acc: 0.6042
(TRAINING) task: 22, epoch: 29/125, loss: 1.4894, acc: 0.8243
(TESTING) task: 22, epoch: 29/125, loss: 1.5439, acc: 0.6250
(TRAINING) task: 22, epoch: 30/125, loss: 1.4843, acc: 0.8326
(TESTING) task: 22, epoch: 30/125, loss: 1.5431, acc: 0.6042
(TRAINING) task: 22, epoch: 31/125, loss: 1.4793, acc: 0.8326
(TESTING) task: 22, epoch: 31/125, loss: 1.5366, acc: 0.6458
(TRAINING) task: 22, epoch: 32/125, loss: 1.4739, acc: 0.8368
(TESTING) task: 22, epoch: 32/125, loss: 1.5374, acc: 0.6458
(TRAINING) task: 22, epoch: 33/125, loss: 1.4687, acc: 0.8452
(TESTING) task: 22, epoch: 33/125, loss: 1.5351, acc: 0.6354
(TRAINING) task: 22, epoch: 34/125, loss: 1.4630, acc: 0.8494
(TESTING) task: 22, epoch: 34/125, loss: 1.5292, acc: 0.6667
(TRAINING) task: 22, epoch: 35/125, loss: 1.4582, acc: 0.8536
(TESTING) task: 22, epoch: 35/125, loss: 1.5278, acc: 0.6458
(TRAINING) task: 22, epoch: 36/125, loss: 1.4521, acc: 0.8536
(TESTING) task: 22, epoch: 36/125, loss: 1.5259, acc: 0.6354
(TRAINING) task: 22, epoch: 37/125, loss: 1.4465, acc: 0.8619
(TESTING) task: 22, epoch: 37/125, loss: 1.5229, acc: 0.6562
(TRAINING) task: 22, epoch: 38/125, loss: 1.4406, acc: 0.8661
(TESTING) task: 22, epoch: 38/125, loss: 1.5220, acc: 0.6354
(TRAINING) task: 22, epoch: 39/125, loss: 1.4349, acc: 0.8661
(TESTING) task: 22, epoch: 39/125, loss: 1.5199, acc: 0.6250
(TRAINING) task: 22, epoch: 40/125, loss: 1.4289, acc: 0.8703
(TESTING) task: 22, epoch: 40/125, loss: 1.5188, acc: 0.6250
(TRAINING) task: 22, epoch: 41/125, loss: 1.4232, acc: 0.8661
(TESTING) task: 22, epoch: 41/125, loss: 1.5168, acc: 0.6146
(TRAINING) task: 22, epoch: 42/125, loss: 1.4177, acc: 0.8661
(TESTING) task: 22, epoch: 42/125, loss: 1.5067, acc: 0.6458
(TRAINING) task: 22, epoch: 43/125, loss: 1.4122, acc: 0.8661
(TESTING) task: 22, epoch: 43/125, loss: 1.5086, acc: 0.6250
(TRAINING) task: 22, epoch: 44/125, loss: 1.4066, acc: 0.8619
(TESTING) task: 22, epoch: 44/125, loss: 1.5006, acc: 0.6562
(TRAINING) task: 22, epoch: 45/125, loss: 1.4022, acc: 0.8661
(TESTING) task: 22, epoch: 45/125, loss: 1.4960, acc: 0.6875
(TRAINING) task: 22, epoch: 46/125, loss: 1.3961, acc: 0.8577
(TESTING) task: 22, epoch: 46/125, loss: 1.4947, acc: 0.6458
(TRAINING) task: 22, epoch: 47/125, loss: 1.3908, acc: 0.8619
(TESTING) task: 22, epoch: 47/125, loss: 1.4927, acc: 0.6250
(TRAINING) task: 22, epoch: 48/125, loss: 1.3855, acc: 0.8577
(TESTING) task: 22, epoch: 48/125, loss: 1.4928, acc: 0.6146
(TRAINING) task: 22, epoch: 49/125, loss: 1.3800, acc: 0.8577
(TESTING) task: 22, epoch: 49/125, loss: 1.4883, acc: 0.6354
(TRAINING) task: 22, epoch: 50/125, loss: 1.3735, acc: 0.8536
(TESTING) task: 22, epoch: 50/125, loss: 1.4833, acc: 0.6250
(TRAINING) task: 22, epoch: 51/125, loss: 1.3674, acc: 0.8536
(TESTING) task: 22, epoch: 51/125, loss: 1.4789, acc: 0.6250
(TRAINING) task: 22, epoch: 52/125, loss: 1.3601, acc: 0.8536
(TESTING) task: 22, epoch: 52/125, loss: 1.4756, acc: 0.6667
(TRAINING) task: 22, epoch: 53/125, loss: 1.3539, acc: 0.8494
(TESTING) task: 22, epoch: 53/125, loss: 1.4690, acc: 0.6771
(TRAINING) task: 22, epoch: 54/125, loss: 1.3466, acc: 0.8494
(TESTING) task: 22, epoch: 54/125, loss: 1.4710, acc: 0.6562
(TRAINING) task: 22, epoch: 55/125, loss: 1.3396, acc: 0.8536
(TESTING) task: 22, epoch: 55/125, loss: 1.4609, acc: 0.6667
(TRAINING) task: 22, epoch: 56/125, loss: 1.3327, acc: 0.8577
(TESTING) task: 22, epoch: 56/125, loss: 1.4531, acc: 0.6771
(TRAINING) task: 22, epoch: 57/125, loss: 1.3254, acc: 0.8577
(TESTING) task: 22, epoch: 57/125, loss: 1.4517, acc: 0.6771
(TRAINING) task: 22, epoch: 58/125, loss: 1.3181, acc: 0.8577
(TESTING) task: 22, epoch: 58/125, loss: 1.4434, acc: 0.7188
(TRAINING) task: 22, epoch: 59/125, loss: 1.3115, acc: 0.8661
(TESTING) task: 22, epoch: 59/125, loss: 1.4387, acc: 0.7292
(TRAINING) task: 22, epoch: 60/125, loss: 1.3051, acc: 0.8703
(TESTING) task: 22, epoch: 60/125, loss: 1.4295, acc: 0.7708
(TRAINING) task: 22, epoch: 61/125, loss: 1.2991, acc: 0.8661
(TESTING) task: 22, epoch: 61/125, loss: 1.4379, acc: 0.7396
(TRAINING) task: 22, epoch: 62/125, loss: 1.2941, acc: 0.8661
(TESTING) task: 22, epoch: 62/125, loss: 1.4342, acc: 0.7292
(TRAINING) task: 22, epoch: 63/125, loss: 1.2890, acc: 0.8661
(TESTING) task: 22, epoch: 63/125, loss: 1.4197, acc: 0.7708
(TRAINING) task: 22, epoch: 64/125, loss: 1.2839, acc: 0.8619
(TESTING) task: 22, epoch: 64/125, loss: 1.4149, acc: 0.7812
(TRAINING) task: 22, epoch: 65/125, loss: 1.2797, acc: 0.8619
(TESTING) task: 22, epoch: 65/125, loss: 1.4137, acc: 0.7812
(TRAINING) task: 22, epoch: 66/125, loss: 1.2749, acc: 0.8536
(TESTING) task: 22, epoch: 66/125, loss: 1.4071, acc: 0.7917
(TRAINING) task: 22, epoch: 67/125, loss: 1.2712, acc: 0.8536
(TESTING) task: 22, epoch: 67/125, loss: 1.4028, acc: 0.7917
(TRAINING) task: 22, epoch: 68/125, loss: 1.2668, acc: 0.8577
(TESTING) task: 22, epoch: 68/125, loss: 1.4013, acc: 0.7500
(TRAINING) task: 22, epoch: 69/125, loss: 1.2632, acc: 0.8577
(TESTING) task: 22, epoch: 69/125, loss: 1.3928, acc: 0.7500
(TRAINING) task: 22, epoch: 70/125, loss: 1.2586, acc: 0.8577
(TESTING) task: 22, epoch: 70/125, loss: 1.3942, acc: 0.7500
(TRAINING) task: 22, epoch: 71/125, loss: 1.2537, acc: 0.8577
(TESTING) task: 22, epoch: 71/125, loss: 1.3921, acc: 0.7292
(TRAINING) task: 22, epoch: 72/125, loss: 1.2504, acc: 0.8577
(TESTING) task: 22, epoch: 72/125, loss: 1.3864, acc: 0.7500
(TRAINING) task: 22, epoch: 73/125, loss: 1.2452, acc: 0.8577
(TESTING) task: 22, epoch: 73/125, loss: 1.3732, acc: 0.7604
(TRAINING) task: 22, epoch: 74/125, loss: 1.2404, acc: 0.8577
(TESTING) task: 22, epoch: 74/125, loss: 1.3732, acc: 0.7500
(TRAINING) task: 22, epoch: 75/125, loss: 1.2357, acc: 0.8577
(TESTING) task: 22, epoch: 75/125, loss: 1.3652, acc: 0.7500
(TRAINING) task: 22, epoch: 76/125, loss: 1.2301, acc: 0.8577
(TESTING) task: 22, epoch: 76/125, loss: 1.3521, acc: 0.8021
(TRAINING) task: 22, epoch: 77/125, loss: 1.2242, acc: 0.8661
(TESTING) task: 22, epoch: 77/125, loss: 1.3550, acc: 0.8021
(TRAINING) task: 22, epoch: 78/125, loss: 1.2185, acc: 0.8661
(TESTING) task: 22, epoch: 78/125, loss: 1.3532, acc: 0.8021
(TRAINING) task: 22, epoch: 79/125, loss: 1.2124, acc: 0.8661
(TESTING) task: 22, epoch: 79/125, loss: 1.3455, acc: 0.8229
(TRAINING) task: 22, epoch: 80/125, loss: 1.2065, acc: 0.8661
(TESTING) task: 22, epoch: 80/125, loss: 1.3378, acc: 0.8229
(TRAINING) task: 22, epoch: 81/125, loss: 1.2003, acc: 0.8661
(TESTING) task: 22, epoch: 81/125, loss: 1.3288, acc: 0.8229
(TRAINING) task: 22, epoch: 82/125, loss: 1.1938, acc: 0.8661
(TESTING) task: 22, epoch: 82/125, loss: 1.3166, acc: 0.8333
(TRAINING) task: 22, epoch: 83/125, loss: 1.1870, acc: 0.8745
(TESTING) task: 22, epoch: 83/125, loss: 1.3215, acc: 0.8229
(TRAINING) task: 22, epoch: 84/125, loss: 1.1822, acc: 0.8745
(TESTING) task: 22, epoch: 84/125, loss: 1.3139, acc: 0.8125
(TRAINING) task: 22, epoch: 85/125, loss: 1.1763, acc: 0.8787
(TESTING) task: 22, epoch: 85/125, loss: 1.3003, acc: 0.8333
(TRAINING) task: 22, epoch: 86/125, loss: 1.1706, acc: 0.8787
(TESTING) task: 22, epoch: 86/125, loss: 1.3012, acc: 0.8125
(TRAINING) task: 22, epoch: 87/125, loss: 1.1656, acc: 0.8787
(TESTING) task: 22, epoch: 87/125, loss: 1.2851, acc: 0.8229
(TRAINING) task: 22, epoch: 88/125, loss: 1.1607, acc: 0.8787
(TESTING) task: 22, epoch: 88/125, loss: 1.2843, acc: 0.8646
(TRAINING) task: 22, epoch: 89/125, loss: 1.1564, acc: 0.8828
(TESTING) task: 22, epoch: 89/125, loss: 1.2884, acc: 0.8542
(TRAINING) task: 22, epoch: 90/125, loss: 1.1523, acc: 0.8870
(TESTING) task: 22, epoch: 90/125, loss: 1.2776, acc: 0.8438
(TRAINING) task: 22, epoch: 91/125, loss: 1.1487, acc: 0.8912
(TESTING) task: 22, epoch: 91/125, loss: 1.2721, acc: 0.8542
(TRAINING) task: 22, epoch: 92/125, loss: 1.1459, acc: 0.8912
(TESTING) task: 22, epoch: 92/125, loss: 1.2654, acc: 0.8750
(TRAINING) task: 22, epoch: 93/125, loss: 1.1426, acc: 0.8954
(TESTING) task: 22, epoch: 93/125, loss: 1.2640, acc: 0.8229
(TRAINING) task: 22, epoch: 94/125, loss: 1.1402, acc: 0.8954
(TESTING) task: 22, epoch: 94/125, loss: 1.2551, acc: 0.8229
(TRAINING) task: 22, epoch: 95/125, loss: 1.1376, acc: 0.8954
(TESTING) task: 22, epoch: 95/125, loss: 1.2672, acc: 0.8125
(TRAINING) task: 22, epoch: 96/125, loss: 1.1360, acc: 0.8954
(TESTING) task: 22, epoch: 96/125, loss: 1.2613, acc: 0.8125
(TRAINING) task: 22, epoch: 97/125, loss: 1.1333, acc: 0.8996
(TESTING) task: 22, epoch: 97/125, loss: 1.2604, acc: 0.8021
(TRAINING) task: 22, epoch: 98/125, loss: 1.1317, acc: 0.8996
(TESTING) task: 22, epoch: 98/125, loss: 1.2477, acc: 0.8125
(TRAINING) task: 22, epoch: 99/125, loss: 1.1291, acc: 0.8996
(TESTING) task: 22, epoch: 99/125, loss: 1.2496, acc: 0.8229
(TRAINING) task: 22, epoch: 100/125, loss: 1.1277, acc: 0.8996
(TESTING) task: 22, epoch: 100/125, loss: 1.2476, acc: 0.8125
(TRAINING) task: 22, epoch: 101/125, loss: 1.1249, acc: 0.8996
(TESTING) task: 22, epoch: 101/125, loss: 1.2540, acc: 0.8125
(TRAINING) task: 22, epoch: 102/125, loss: 1.1229, acc: 0.8954
(TESTING) task: 22, epoch: 102/125, loss: 1.2372, acc: 0.7812
(TRAINING) task: 22, epoch: 103/125, loss: 1.1199, acc: 0.8954
(TESTING) task: 22, epoch: 103/125, loss: 1.2365, acc: 0.8229
(TRAINING) task: 22, epoch: 104/125, loss: 1.1173, acc: 0.8954
(TESTING) task: 22, epoch: 104/125, loss: 1.2327, acc: 0.8229
(TRAINING) task: 22, epoch: 105/125, loss: 1.1131, acc: 0.8954
(TESTING) task: 22, epoch: 105/125, loss: 1.2268, acc: 0.8125
(TRAINING) task: 22, epoch: 106/125, loss: 1.1089, acc: 0.8912
(TESTING) task: 22, epoch: 106/125, loss: 1.2186, acc: 0.8125
(TRAINING) task: 22, epoch: 107/125, loss: 1.1057, acc: 0.8912
(TESTING) task: 22, epoch: 107/125, loss: 1.2150, acc: 0.8229
(TRAINING) task: 22, epoch: 108/125, loss: 1.1015, acc: 0.8912
(TESTING) task: 22, epoch: 108/125, loss: 1.2087, acc: 0.8229
(TRAINING) task: 22, epoch: 109/125, loss: 1.0970, acc: 0.8954
(TESTING) task: 22, epoch: 109/125, loss: 1.2000, acc: 0.8333
(TRAINING) task: 22, epoch: 110/125, loss: 1.0944, acc: 0.8954
(TESTING) task: 22, epoch: 110/125, loss: 1.2102, acc: 0.8229
(TRAINING) task: 22, epoch: 111/125, loss: 1.0908, acc: 0.8954
(TESTING) task: 22, epoch: 111/125, loss: 1.1939, acc: 0.8333
(TRAINING) task: 22, epoch: 112/125, loss: 1.0872, acc: 0.8954
(TESTING) task: 22, epoch: 112/125, loss: 1.1963, acc: 0.8229
(TRAINING) task: 22, epoch: 113/125, loss: 1.0848, acc: 0.8954
(TESTING) task: 22, epoch: 113/125, loss: 1.1882, acc: 0.8333
(TRAINING) task: 22, epoch: 114/125, loss: 1.0820, acc: 0.8954
(TESTING) task: 22, epoch: 114/125, loss: 1.1866, acc: 0.8229
(TRAINING) task: 22, epoch: 115/125, loss: 1.0790, acc: 0.8954
(TESTING) task: 22, epoch: 115/125, loss: 1.2030, acc: 0.8021
(TRAINING) task: 22, epoch: 116/125, loss: 1.0762, acc: 0.8954
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(TRAINING) task: 22, epoch: 117/125, loss: 1.0739, acc: 0.8954
(TESTING) task: 22, epoch: 117/125, loss: 1.1800, acc: 0.8229
(TRAINING) task: 22, epoch: 118/125, loss: 1.0711, acc: 0.8954
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(TESTING) task: 22, epoch: 119/125, loss: 1.1868, acc: 0.8125
(TRAINING) task: 22, epoch: 120/125, loss: 1.0660, acc: 0.8954
(TESTING) task: 22, epoch: 120/125, loss: 1.1816, acc: 0.8125
(TRAINING) task: 22, epoch: 121/125, loss: 1.0633, acc: 0.8954
(TESTING) task: 22, epoch: 121/125, loss: 1.1646, acc: 0.8333
(TRAINING) task: 22, epoch: 122/125, loss: 1.0611, acc: 0.8954
(TESTING) task: 22, epoch: 122/125, loss: 1.1663, acc: 0.8333
(TRAINING) task: 22, epoch: 123/125, loss: 1.0588, acc: 0.8996
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(TRAINING) task: 22, epoch: 124/125, loss: 1.0567, acc: 0.8996
(TESTING) task: 22, epoch: 124/125, loss: 1.1619, acc: 0.8333
#params=56069
(TRAINING) task: 23, epoch: 0/125, loss: 1.6075, acc: 0.1786
(TESTING) task: 23, epoch: 0/125, loss: 1.6047, acc: 0.1562
(TRAINING) task: 23, epoch: 1/125, loss: 1.6021, acc: 0.2286
(TESTING) task: 23, epoch: 1/125, loss: 1.5901, acc: 0.3750
(TRAINING) task: 23, epoch: 2/125, loss: 1.5964, acc: 0.2857
(TESTING) task: 23, epoch: 2/125, loss: 1.5865, acc: 0.3750
(TRAINING) task: 23, epoch: 3/125, loss: 1.5906, acc: 0.3500
(TESTING) task: 23, epoch: 3/125, loss: 1.6097, acc: 0.1562
(TRAINING) task: 23, epoch: 4/125, loss: 1.5852, acc: 0.4214
(TESTING) task: 23, epoch: 4/125, loss: 1.5809, acc: 0.3750
(TRAINING) task: 23, epoch: 5/125, loss: 1.5796, acc: 0.4929
(TESTING) task: 23, epoch: 5/125, loss: 1.5761, acc: 0.3750
(TRAINING) task: 23, epoch: 6/125, loss: 1.5739, acc: 0.5429
(TESTING) task: 23, epoch: 6/125, loss: 1.5923, acc: 0.1875
(TRAINING) task: 23, epoch: 7/125, loss: 1.5681, acc: 0.5786
(TESTING) task: 23, epoch: 7/125, loss: 1.5909, acc: 0.4688
(TRAINING) task: 23, epoch: 8/125, loss: 1.5624, acc: 0.6286
(TESTING) task: 23, epoch: 8/125, loss: 1.5632, acc: 0.7188
(TRAINING) task: 23, epoch: 9/125, loss: 1.5567, acc: 0.6643
(TESTING) task: 23, epoch: 9/125, loss: 1.5788, acc: 0.5000
(TRAINING) task: 23, epoch: 10/125, loss: 1.5508, acc: 0.6857
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(TRAINING) task: 23, epoch: 11/125, loss: 1.5448, acc: 0.7071
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(TRAINING) task: 23, epoch: 12/125, loss: 1.5386, acc: 0.7357
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(TRAINING) task: 23, epoch: 13/125, loss: 1.5324, acc: 0.7571
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(TRAINING) task: 23, epoch: 14/125, loss: 1.5260, acc: 0.7571
(TESTING) task: 23, epoch: 14/125, loss: 1.5862, acc: 0.3438
(TRAINING) task: 23, epoch: 15/125, loss: 1.5195, acc: 0.7786
(TESTING) task: 23, epoch: 15/125, loss: 1.5777, acc: 0.5938
(TRAINING) task: 23, epoch: 16/125, loss: 1.5125, acc: 0.7929
(TESTING) task: 23, epoch: 16/125, loss: 1.5577, acc: 0.8750
(TRAINING) task: 23, epoch: 17/125, loss: 1.5056, acc: 0.7929
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(TRAINING) task: 23, epoch: 18/125, loss: 1.4986, acc: 0.7929
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(TRAINING) task: 23, epoch: 19/125, loss: 1.4912, acc: 0.7929
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(TRAINING) task: 23, epoch: 20/125, loss: 1.4836, acc: 0.7857
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(TRAINING) task: 23, epoch: 21/125, loss: 1.4763, acc: 0.7929
(TESTING) task: 23, epoch: 21/125, loss: 1.5424, acc: 0.6250
(TRAINING) task: 23, epoch: 22/125, loss: 1.4684, acc: 0.7857
(TESTING) task: 23, epoch: 22/125, loss: 1.5037, acc: 0.8125
(TRAINING) task: 23, epoch: 23/125, loss: 1.4608, acc: 0.7786
(TESTING) task: 23, epoch: 23/125, loss: 1.5023, acc: 0.8125
(TRAINING) task: 23, epoch: 24/125, loss: 1.4531, acc: 0.7786
(TESTING) task: 23, epoch: 24/125, loss: 1.5084, acc: 0.8125
(TRAINING) task: 23, epoch: 25/125, loss: 1.4448, acc: 0.7857
(TESTING) task: 23, epoch: 25/125, loss: 1.5168, acc: 0.8438
(TRAINING) task: 23, epoch: 26/125, loss: 1.4369, acc: 0.7857
(TESTING) task: 23, epoch: 26/125, loss: 1.5609, acc: 0.4062
(TRAINING) task: 23, epoch: 27/125, loss: 1.4283, acc: 0.7857
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(TRAINING) task: 23, epoch: 28/125, loss: 1.4204, acc: 0.7857
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(TRAINING) task: 23, epoch: 29/125, loss: 1.4125, acc: 0.7857
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(TRAINING) task: 23, epoch: 30/125, loss: 1.4042, acc: 0.7857
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(TRAINING) task: 23, epoch: 31/125, loss: 1.3963, acc: 0.7786
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(TRAINING) task: 23, epoch: 32/125, loss: 1.3879, acc: 0.7786
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(TRAINING) task: 23, epoch: 34/125, loss: 1.3723, acc: 0.7786
(TESTING) task: 23, epoch: 34/125, loss: 1.4795, acc: 0.5625
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(TRAINING) task: 23, epoch: 37/125, loss: 1.3495, acc: 0.7857
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(TESTING) task: 23, epoch: 40/125, loss: 1.4367, acc: 0.5625
(TRAINING) task: 23, epoch: 41/125, loss: 1.3188, acc: 0.7643
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(TRAINING) task: 23, epoch: 42/125, loss: 1.3116, acc: 0.7571
(TESTING) task: 23, epoch: 42/125, loss: 1.3278, acc: 0.7812
(TRAINING) task: 23, epoch: 43/125, loss: 1.3044, acc: 0.7500
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(TRAINING) task: 23, epoch: 44/125, loss: 1.2976, acc: 0.7500
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(TESTING) task: 23, epoch: 45/125, loss: 1.5102, acc: 0.3438
(TRAINING) task: 23, epoch: 46/125, loss: 1.2840, acc: 0.7357
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(TRAINING) task: 23, epoch: 47/125, loss: 1.2773, acc: 0.7357
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(TESTING) task: 23, epoch: 48/125, loss: 1.3018, acc: 0.7812
(TRAINING) task: 23, epoch: 49/125, loss: 1.2651, acc: 0.7500
(TESTING) task: 23, epoch: 49/125, loss: 1.3513, acc: 0.5625
(TRAINING) task: 23, epoch: 50/125, loss: 1.2590, acc: 0.7429
(TESTING) task: 23, epoch: 50/125, loss: 1.4225, acc: 0.5625
(TRAINING) task: 23, epoch: 51/125, loss: 1.2532, acc: 0.7357
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(TESTING) task: 23, epoch: 52/125, loss: 1.4999, acc: 0.3438
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(TRAINING) task: 23, epoch: 55/125, loss: 1.2313, acc: 0.7429
(TESTING) task: 23, epoch: 55/125, loss: 1.4176, acc: 0.3438
(TRAINING) task: 23, epoch: 56/125, loss: 1.2264, acc: 0.7500
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(TRAINING) task: 23, epoch: 57/125, loss: 1.2216, acc: 0.7571
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(TRAINING) task: 23, epoch: 58/125, loss: 1.2168, acc: 0.7571
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(TRAINING) task: 23, epoch: 59/125, loss: 1.2117, acc: 0.7714
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(TRAINING) task: 23, epoch: 60/125, loss: 1.2068, acc: 0.7714
(TESTING) task: 23, epoch: 60/125, loss: 1.1666, acc: 0.7812
(TRAINING) task: 23, epoch: 61/125, loss: 1.2017, acc: 0.7714
(TESTING) task: 23, epoch: 61/125, loss: 1.3824, acc: 0.5625
(TRAINING) task: 23, epoch: 62/125, loss: 1.1968, acc: 0.7857
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(TRAINING) task: 23, epoch: 63/125, loss: 1.1918, acc: 0.7857
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(TRAINING) task: 23, epoch: 64/125, loss: 1.1870, acc: 0.8000
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(TRAINING) task: 23, epoch: 65/125, loss: 1.1826, acc: 0.8071
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(TRAINING) task: 23, epoch: 66/125, loss: 1.1771, acc: 0.8143
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(TRAINING) task: 23, epoch: 67/125, loss: 1.1728, acc: 0.8143
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(TRAINING) task: 23, epoch: 68/125, loss: 1.1679, acc: 0.8286
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(TESTING) task: 23, epoch: 91/125, loss: 1.2207, acc: 0.7188
(TRAINING) task: 23, epoch: 92/125, loss: 1.0736, acc: 0.9071
(TESTING) task: 23, epoch: 92/125, loss: 1.0965, acc: 0.9375
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(TRAINING) task: 23, epoch: 94/125, loss: 1.0655, acc: 0.9143
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(TRAINING) task: 23, epoch: 96/125, loss: 1.0573, acc: 0.9214
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(TRAINING) task: 23, epoch: 99/125, loss: 1.0464, acc: 0.9286
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(TESTING) task: 23, epoch: 108/125, loss: 1.0455, acc: 0.9375
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(TESTING) task: 23, epoch: 109/125, loss: 1.0625, acc: 0.9062
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(TESTING) task: 23, epoch: 117/125, loss: 1.2025, acc: 0.6562
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(TRAINING) task: 23, epoch: 120/125, loss: 1.0044, acc: 0.9357
(TESTING) task: 23, epoch: 120/125, loss: 1.0874, acc: 0.8750
(TRAINING) task: 23, epoch: 121/125, loss: 1.0026, acc: 0.9357
(TESTING) task: 23, epoch: 121/125, loss: 1.2214, acc: 0.6562
(TRAINING) task: 23, epoch: 122/125, loss: 1.0015, acc: 0.9357
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(TRAINING) task: 23, epoch: 124/125, loss: 0.9983, acc: 0.9357
(TESTING) task: 23, epoch: 124/125, loss: 1.2211, acc: 0.6562
#params=56069
(TRAINING) task: 24, epoch: 0/125, loss: 1.6194, acc: 0.1204
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(TRAINING) task: 24, epoch: 1/125, loss: 1.6142, acc: 0.1759
(TESTING) task: 24, epoch: 1/125, loss: 1.5966, acc: 0.2143
(TRAINING) task: 24, epoch: 2/125, loss: 1.6092, acc: 0.2222
(TESTING) task: 24, epoch: 2/125, loss: 1.5939, acc: 0.2143
(TRAINING) task: 24, epoch: 3/125, loss: 1.6041, acc: 0.2870
(TESTING) task: 24, epoch: 3/125, loss: 1.5918, acc: 0.2857
(TRAINING) task: 24, epoch: 4/125, loss: 1.5990, acc: 0.3426
(TESTING) task: 24, epoch: 4/125, loss: 1.5895, acc: 0.3571
(TRAINING) task: 24, epoch: 5/125, loss: 1.5941, acc: 0.3981
(TESTING) task: 24, epoch: 5/125, loss: 1.5871, acc: 0.4286
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(TRAINING) task: 24, epoch: 7/125, loss: 1.5840, acc: 0.4722
(TESTING) task: 24, epoch: 7/125, loss: 1.5826, acc: 0.4286
(TRAINING) task: 24, epoch: 8/125, loss: 1.5790, acc: 0.5278
(TESTING) task: 24, epoch: 8/125, loss: 1.5802, acc: 0.5000
(TRAINING) task: 24, epoch: 9/125, loss: 1.5740, acc: 0.5463
(TESTING) task: 24, epoch: 9/125, loss: 1.5777, acc: 0.5714
(TRAINING) task: 24, epoch: 10/125, loss: 1.5688, acc: 0.5741
(TESTING) task: 24, epoch: 10/125, loss: 1.5754, acc: 0.5714
(TRAINING) task: 24, epoch: 11/125, loss: 1.5635, acc: 0.5926
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(TRAINING) task: 24, epoch: 12/125, loss: 1.5581, acc: 0.6204
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(TRAINING) task: 24, epoch: 15/125, loss: 1.5410, acc: 0.6944
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(TRAINING) task: 24, epoch: 16/125, loss: 1.5350, acc: 0.6944
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(TRAINING) task: 24, epoch: 17/125, loss: 1.5291, acc: 0.7037
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(TRAINING) task: 24, epoch: 18/125, loss: 1.5231, acc: 0.7315
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(TRAINING) task: 24, epoch: 19/125, loss: 1.5168, acc: 0.7500
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(TRAINING) task: 24, epoch: 20/125, loss: 1.5106, acc: 0.7870
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(TRAINING) task: 24, epoch: 21/125, loss: 1.5043, acc: 0.8056
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(TRAINING) task: 24, epoch: 22/125, loss: 1.4979, acc: 0.8148
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(TRAINING) task: 24, epoch: 23/125, loss: 1.4913, acc: 0.8333
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(TRAINING) task: 24, epoch: 24/125, loss: 1.4847, acc: 0.8519
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(TRAINING) task: 24, epoch: 26/125, loss: 1.4713, acc: 0.8704
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(TRAINING) task: 24, epoch: 31/125, loss: 1.4346, acc: 0.8704
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(TRAINING) task: 24, epoch: 47/125, loss: 1.3186, acc: 0.8426
(TESTING) task: 24, epoch: 47/125, loss: 1.4241, acc: 0.5714
(TRAINING) task: 24, epoch: 48/125, loss: 1.3110, acc: 0.8333
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(TRAINING) task: 24, epoch: 96/125, loss: 1.1391, acc: 0.8056
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(TRAINING) task: 24, epoch: 101/125, loss: 1.1250, acc: 0.8241
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(TRAINING) task: 24, epoch: 102/125, loss: 1.1217, acc: 0.8333
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(TRAINING) task: 24, epoch: 108/125, loss: 1.1038, acc: 0.8889
(TESTING) task: 24, epoch: 108/125, loss: 1.2993, acc: 0.5714
(TRAINING) task: 24, epoch: 109/125, loss: 1.1012, acc: 0.8981
(TESTING) task: 24, epoch: 109/125, loss: 1.2974, acc: 0.5714
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(TRAINING) task: 24, epoch: 111/125, loss: 1.0976, acc: 0.9074
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(TRAINING) task: 24, epoch: 124/125, loss: 1.0797, acc: 0.9630
(TESTING) task: 24, epoch: 124/125, loss: 1.2732, acc: 0.6429
#params=56069
(TRAINING) task: 25, epoch: 0/125, loss: 1.6105, acc: 0.1767
(TESTING) task: 25, epoch: 0/125, loss: 1.6134, acc: 0.2332
(TRAINING) task: 25, epoch: 1/125, loss: 1.6068, acc: 0.2169
(TESTING) task: 25, epoch: 1/125, loss: 1.6112, acc: 0.2476
(TRAINING) task: 25, epoch: 2/125, loss: 1.6028, acc: 0.2651
(TESTING) task: 25, epoch: 2/125, loss: 1.6110, acc: 0.2404
(TRAINING) task: 25, epoch: 3/125, loss: 1.5990, acc: 0.3052
(TESTING) task: 25, epoch: 3/125, loss: 1.6098, acc: 0.2404
(TRAINING) task: 25, epoch: 4/125, loss: 1.5952, acc: 0.3333
(TESTING) task: 25, epoch: 4/125, loss: 1.6073, acc: 0.2620
(TRAINING) task: 25, epoch: 5/125, loss: 1.5913, acc: 0.3655
(TESTING) task: 25, epoch: 5/125, loss: 1.6072, acc: 0.2260
(TRAINING) task: 25, epoch: 6/125, loss: 1.5874, acc: 0.3976
(TESTING) task: 25, epoch: 6/125, loss: 1.6068, acc: 0.2332
(TRAINING) task: 25, epoch: 7/125, loss: 1.5835, acc: 0.4498
(TESTING) task: 25, epoch: 7/125, loss: 1.6055, acc: 0.3029
(TRAINING) task: 25, epoch: 8/125, loss: 1.5794, acc: 0.4779
(TESTING) task: 25, epoch: 8/125, loss: 1.6021, acc: 0.3245
(TRAINING) task: 25, epoch: 9/125, loss: 1.5755, acc: 0.5221
(TESTING) task: 25, epoch: 9/125, loss: 1.6032, acc: 0.3101
(TRAINING) task: 25, epoch: 10/125, loss: 1.5716, acc: 0.5743
(TESTING) task: 25, epoch: 10/125, loss: 1.6014, acc: 0.3029
(TRAINING) task: 25, epoch: 11/125, loss: 1.5675, acc: 0.5984
(TESTING) task: 25, epoch: 11/125, loss: 1.6007, acc: 0.2957
(TRAINING) task: 25, epoch: 12/125, loss: 1.5633, acc: 0.6145
(TESTING) task: 25, epoch: 12/125, loss: 1.5982, acc: 0.3486
(TRAINING) task: 25, epoch: 13/125, loss: 1.5591, acc: 0.6185
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(TRAINING) task: 25, epoch: 14/125, loss: 1.5549, acc: 0.6386
(TESTING) task: 25, epoch: 14/125, loss: 1.5959, acc: 0.3726
(TRAINING) task: 25, epoch: 15/125, loss: 1.5502, acc: 0.6827
(TESTING) task: 25, epoch: 15/125, loss: 1.5934, acc: 0.4183
(TRAINING) task: 25, epoch: 16/125, loss: 1.5456, acc: 0.6948
(TESTING) task: 25, epoch: 16/125, loss: 1.5917, acc: 0.4183
(TRAINING) task: 25, epoch: 17/125, loss: 1.5410, acc: 0.7028
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(TRAINING) task: 25, epoch: 18/125, loss: 1.5362, acc: 0.7028
(TESTING) task: 25, epoch: 18/125, loss: 1.5902, acc: 0.4111
(TRAINING) task: 25, epoch: 19/125, loss: 1.5313, acc: 0.7229
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(TRAINING) task: 25, epoch: 20/125, loss: 1.5265, acc: 0.7309
(TESTING) task: 25, epoch: 20/125, loss: 1.5897, acc: 0.3894
(TRAINING) task: 25, epoch: 21/125, loss: 1.5217, acc: 0.7309
(TESTING) task: 25, epoch: 21/125, loss: 1.5853, acc: 0.4183
(TRAINING) task: 25, epoch: 22/125, loss: 1.5169, acc: 0.7430
(TESTING) task: 25, epoch: 22/125, loss: 1.5830, acc: 0.4423
(TRAINING) task: 25, epoch: 23/125, loss: 1.5119, acc: 0.7510
(TESTING) task: 25, epoch: 23/125, loss: 1.5802, acc: 0.4567
(TRAINING) task: 25, epoch: 24/125, loss: 1.5071, acc: 0.7510
(TESTING) task: 25, epoch: 24/125, loss: 1.5781, acc: 0.4495
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(TRAINING) task: 25, epoch: 33/125, loss: 1.4607, acc: 0.7711
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(TRAINING) task: 25, epoch: 42/125, loss: 1.4119, acc: 0.7510
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(TRAINING) task: 25, epoch: 78/125, loss: 1.2353, acc: 0.7349
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(TRAINING) task: 25, epoch: 92/125, loss: 1.1927, acc: 0.7309
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(TRAINING) task: 25, epoch: 113/125, loss: 1.1553, acc: 0.7269
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(TRAINING) task: 25, epoch: 114/125, loss: 1.1554, acc: 0.7309
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(TRAINING) task: 25, epoch: 115/125, loss: 1.1547, acc: 0.7349
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(TRAINING) task: 25, epoch: 117/125, loss: 1.1543, acc: 0.7390
(TESTING) task: 25, epoch: 117/125, loss: 1.3348, acc: 0.5649
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(TRAINING) task: 25, epoch: 124/125, loss: 1.1527, acc: 0.7711
(TESTING) task: 25, epoch: 124/125, loss: 1.3441, acc: 0.5048
#params=56069
(TRAINING) task: 26, epoch: 0/125, loss: 1.6130, acc: 0.1846
(TESTING) task: 26, epoch: 0/125, loss: 1.6238, acc: 0.1250
(TRAINING) task: 26, epoch: 1/125, loss: 1.6070, acc: 0.2462
(TESTING) task: 26, epoch: 1/125, loss: 1.6213, acc: 0.1250
(TRAINING) task: 26, epoch: 2/125, loss: 1.6011, acc: 0.2923
(TESTING) task: 26, epoch: 2/125, loss: 1.6188, acc: 0.1250
(TRAINING) task: 26, epoch: 3/125, loss: 1.5952, acc: 0.3385
(TESTING) task: 26, epoch: 3/125, loss: 1.6158, acc: 0.1250
(TRAINING) task: 26, epoch: 4/125, loss: 1.5891, acc: 0.4077
(TESTING) task: 26, epoch: 4/125, loss: 1.6136, acc: 0.1875
(TRAINING) task: 26, epoch: 5/125, loss: 1.5834, acc: 0.4462
(TESTING) task: 26, epoch: 5/125, loss: 1.6108, acc: 0.3125
(TRAINING) task: 26, epoch: 6/125, loss: 1.5774, acc: 0.5077
(TESTING) task: 26, epoch: 6/125, loss: 1.6079, acc: 0.3750
(TRAINING) task: 26, epoch: 7/125, loss: 1.5713, acc: 0.5615
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(TRAINING) task: 26, epoch: 8/125, loss: 1.5652, acc: 0.6154
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(TRAINING) task: 26, epoch: 9/125, loss: 1.5590, acc: 0.6385
(TESTING) task: 26, epoch: 9/125, loss: 1.5991, acc: 0.3750
(TRAINING) task: 26, epoch: 10/125, loss: 1.5526, acc: 0.6692
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(TRAINING) task: 26, epoch: 11/125, loss: 1.5459, acc: 0.7154
(TESTING) task: 26, epoch: 11/125, loss: 1.5926, acc: 0.4375
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(TRAINING) task: 26, epoch: 18/125, loss: 1.4942, acc: 0.7692
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(TRAINING) task: 26, epoch: 20/125, loss: 1.4775, acc: 0.7846
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(TRAINING) task: 26, epoch: 21/125, loss: 1.4698, acc: 0.7769
(TESTING) task: 26, epoch: 21/125, loss: 1.5494, acc: 0.4375
(TRAINING) task: 26, epoch: 22/125, loss: 1.4615, acc: 0.7769
(TESTING) task: 26, epoch: 22/125, loss: 1.5437, acc: 0.5000
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(TESTING) task: 26, epoch: 23/125, loss: 1.5375, acc: 0.5000
(TRAINING) task: 26, epoch: 24/125, loss: 1.4456, acc: 0.7692
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(TESTING) task: 26, epoch: 116/125, loss: 1.3021, acc: 0.5625
(TRAINING) task: 26, epoch: 117/125, loss: 1.0997, acc: 0.8462
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(TRAINING) task: 26, epoch: 118/125, loss: 1.0982, acc: 0.8462
(TESTING) task: 26, epoch: 118/125, loss: 1.2998, acc: 0.5625
(TRAINING) task: 26, epoch: 119/125, loss: 1.0960, acc: 0.8385
(TESTING) task: 26, epoch: 119/125, loss: 1.2996, acc: 0.5625
(TRAINING) task: 26, epoch: 120/125, loss: 1.0943, acc: 0.8385
(TESTING) task: 26, epoch: 120/125, loss: 1.2988, acc: 0.5625
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(TRAINING) task: 26, epoch: 123/125, loss: 1.0887, acc: 0.8538
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(TRAINING) task: 26, epoch: 124/125, loss: 1.0868, acc: 0.8538
(TESTING) task: 26, epoch: 124/125, loss: 1.2959, acc: 0.5625
#params=56069
(TRAINING) task: 27, epoch: 0/125, loss: 1.6041, acc: 0.2783
(TESTING) task: 27, epoch: 0/125, loss: 1.6011, acc: 0.2143
(TRAINING) task: 27, epoch: 1/125, loss: 1.5976, acc: 0.3130
(TESTING) task: 27, epoch: 1/125, loss: 1.5987, acc: 0.2143
(TRAINING) task: 27, epoch: 2/125, loss: 1.5908, acc: 0.3478
(TESTING) task: 27, epoch: 2/125, loss: 1.5968, acc: 0.2857
(TRAINING) task: 27, epoch: 3/125, loss: 1.5841, acc: 0.4174
(TESTING) task: 27, epoch: 3/125, loss: 1.5946, acc: 0.2857
(TRAINING) task: 27, epoch: 4/125, loss: 1.5777, acc: 0.4957
(TESTING) task: 27, epoch: 4/125, loss: 1.5926, acc: 0.2857
(TRAINING) task: 27, epoch: 5/125, loss: 1.5714, acc: 0.5478
(TESTING) task: 27, epoch: 5/125, loss: 1.5905, acc: 0.3571
(TRAINING) task: 27, epoch: 6/125, loss: 1.5652, acc: 0.6087
(TESTING) task: 27, epoch: 6/125, loss: 1.5879, acc: 0.5000
(TRAINING) task: 27, epoch: 7/125, loss: 1.5587, acc: 0.6696
(TESTING) task: 27, epoch: 7/125, loss: 1.5857, acc: 0.5000
(TRAINING) task: 27, epoch: 8/125, loss: 1.5526, acc: 0.6957
(TESTING) task: 27, epoch: 8/125, loss: 1.5829, acc: 0.5000
(TRAINING) task: 27, epoch: 9/125, loss: 1.5465, acc: 0.7043
(TESTING) task: 27, epoch: 9/125, loss: 1.5798, acc: 0.5714
(TRAINING) task: 27, epoch: 10/125, loss: 1.5404, acc: 0.7391
(TESTING) task: 27, epoch: 10/125, loss: 1.5775, acc: 0.5714
(TRAINING) task: 27, epoch: 11/125, loss: 1.5341, acc: 0.7652
(TESTING) task: 27, epoch: 11/125, loss: 1.5745, acc: 0.5714
(TRAINING) task: 27, epoch: 12/125, loss: 1.5278, acc: 0.7739
(TESTING) task: 27, epoch: 12/125, loss: 1.5706, acc: 0.5714
(TRAINING) task: 27, epoch: 13/125, loss: 1.5213, acc: 0.7826
(TESTING) task: 27, epoch: 13/125, loss: 1.5678, acc: 0.5714
(TRAINING) task: 27, epoch: 14/125, loss: 1.5148, acc: 0.7826
(TESTING) task: 27, epoch: 14/125, loss: 1.5640, acc: 0.7143
(TRAINING) task: 27, epoch: 15/125, loss: 1.5079, acc: 0.7913
(TESTING) task: 27, epoch: 15/125, loss: 1.5602, acc: 0.7143
(TRAINING) task: 27, epoch: 16/125, loss: 1.5005, acc: 0.7913
(TESTING) task: 27, epoch: 16/125, loss: 1.5566, acc: 0.7143
(TRAINING) task: 27, epoch: 17/125, loss: 1.4932, acc: 0.7913
(TESTING) task: 27, epoch: 17/125, loss: 1.5528, acc: 0.6429
(TRAINING) task: 27, epoch: 18/125, loss: 1.4859, acc: 0.7913
(TESTING) task: 27, epoch: 18/125, loss: 1.5482, acc: 0.6429
(TRAINING) task: 27, epoch: 19/125, loss: 1.4776, acc: 0.7826
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(TRAINING) task: 27, epoch: 20/125, loss: 1.4694, acc: 0.7826
(TESTING) task: 27, epoch: 20/125, loss: 1.5388, acc: 0.6429
(TRAINING) task: 27, epoch: 21/125, loss: 1.4614, acc: 0.7826
(TESTING) task: 27, epoch: 21/125, loss: 1.5337, acc: 0.6429
(TRAINING) task: 27, epoch: 22/125, loss: 1.4524, acc: 0.7739
(TESTING) task: 27, epoch: 22/125, loss: 1.5290, acc: 0.6429
(TRAINING) task: 27, epoch: 23/125, loss: 1.4436, acc: 0.7739
(TESTING) task: 27, epoch: 23/125, loss: 1.5237, acc: 0.6429
(TRAINING) task: 27, epoch: 24/125, loss: 1.4344, acc: 0.7739
(TESTING) task: 27, epoch: 24/125, loss: 1.5171, acc: 0.6429
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(TRAINING) task: 27, epoch: 26/125, loss: 1.4154, acc: 0.7739
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(TRAINING) task: 27, epoch: 29/125, loss: 1.3869, acc: 0.7739
(TESTING) task: 27, epoch: 29/125, loss: 1.4854, acc: 0.6429
(TRAINING) task: 27, epoch: 30/125, loss: 1.3768, acc: 0.7739
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(TRAINING) task: 27, epoch: 31/125, loss: 1.3675, acc: 0.7478
(TESTING) task: 27, epoch: 31/125, loss: 1.4699, acc: 0.5714
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(TRAINING) task: 27, epoch: 36/125, loss: 1.3223, acc: 0.7304
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(TRAINING) task: 27, epoch: 38/125, loss: 1.3050, acc: 0.7217
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(TRAINING) task: 27, epoch: 39/125, loss: 1.2966, acc: 0.7217
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(TRAINING) task: 27, epoch: 41/125, loss: 1.2809, acc: 0.7043
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(TRAINING) task: 27, epoch: 65/125, loss: 1.1840, acc: 0.7043
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(TRAINING) task: 27, epoch: 70/125, loss: 1.1741, acc: 0.7043
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(TRAINING) task: 27, epoch: 87/125, loss: 1.1383, acc: 0.8000
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(TRAINING) task: 27, epoch: 91/125, loss: 1.1288, acc: 0.8261
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(TRAINING) task: 27, epoch: 94/125, loss: 1.1213, acc: 0.8609
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(TRAINING) task: 27, epoch: 95/125, loss: 1.1189, acc: 0.8609
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(TRAINING) task: 27, epoch: 96/125, loss: 1.1163, acc: 0.8696
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(TRAINING) task: 27, epoch: 98/125, loss: 1.1116, acc: 0.8870
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(TRAINING) task: 27, epoch: 99/125, loss: 1.1092, acc: 0.9043
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(TRAINING) task: 27, epoch: 100/125, loss: 1.1068, acc: 0.9130
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(TRAINING) task: 27, epoch: 101/125, loss: 1.1045, acc: 0.9130
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(TRAINING) task: 27, epoch: 102/125, loss: 1.1023, acc: 0.9130
(TESTING) task: 27, epoch: 102/125, loss: 1.2569, acc: 0.6429
(TRAINING) task: 27, epoch: 103/125, loss: 1.0999, acc: 0.9130
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(TRAINING) task: 27, epoch: 105/125, loss: 1.0955, acc: 0.9130
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(TRAINING) task: 27, epoch: 108/125, loss: 1.0896, acc: 0.9304
(TESTING) task: 27, epoch: 108/125, loss: 1.2385, acc: 0.6429
(TRAINING) task: 27, epoch: 109/125, loss: 1.0880, acc: 0.9304
(TESTING) task: 27, epoch: 109/125, loss: 1.2351, acc: 0.6429
(TRAINING) task: 27, epoch: 110/125, loss: 1.0865, acc: 0.9217
(TESTING) task: 27, epoch: 110/125, loss: 1.2324, acc: 0.6429
(TRAINING) task: 27, epoch: 111/125, loss: 1.0852, acc: 0.9217
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(TESTING) task: 27, epoch: 113/125, loss: 1.2240, acc: 0.6429
(TRAINING) task: 27, epoch: 114/125, loss: 1.0819, acc: 0.9217
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(TRAINING) task: 27, epoch: 115/125, loss: 1.0807, acc: 0.9217
(TESTING) task: 27, epoch: 115/125, loss: 1.2181, acc: 0.6429
(TRAINING) task: 27, epoch: 116/125, loss: 1.0802, acc: 0.9217
(TESTING) task: 27, epoch: 116/125, loss: 1.2163, acc: 0.6429
(TRAINING) task: 27, epoch: 117/125, loss: 1.0791, acc: 0.9217
(TESTING) task: 27, epoch: 117/125, loss: 1.2135, acc: 0.6429
(TRAINING) task: 27, epoch: 118/125, loss: 1.0780, acc: 0.9217
(TESTING) task: 27, epoch: 118/125, loss: 1.2113, acc: 0.7143
(TRAINING) task: 27, epoch: 119/125, loss: 1.0771, acc: 0.9217
(TESTING) task: 27, epoch: 119/125, loss: 1.2090, acc: 0.8571
(TRAINING) task: 27, epoch: 120/125, loss: 1.0759, acc: 0.9217
(TESTING) task: 27, epoch: 120/125, loss: 1.2072, acc: 0.8571
(TRAINING) task: 27, epoch: 121/125, loss: 1.0746, acc: 0.9130
(TESTING) task: 27, epoch: 121/125, loss: 1.2052, acc: 0.8571
(TRAINING) task: 27, epoch: 122/125, loss: 1.0732, acc: 0.9130
(TESTING) task: 27, epoch: 122/125, loss: 1.2025, acc: 0.8571
(TRAINING) task: 27, epoch: 123/125, loss: 1.0718, acc: 0.9130
(TESTING) task: 27, epoch: 123/125, loss: 1.2004, acc: 0.8571
(TRAINING) task: 27, epoch: 124/125, loss: 1.0701, acc: 0.9130
(TESTING) task: 27, epoch: 124/125, loss: 1.1985, acc: 0.8571
#params=56069
(TRAINING) task: 28, epoch: 0/125, loss: 1.6015, acc: 0.2995
(TESTING) task: 28, epoch: 0/125, loss: 1.6035, acc: 0.3299
(TRAINING) task: 28, epoch: 1/125, loss: 1.5962, acc: 0.3452
(TESTING) task: 28, epoch: 1/125, loss: 1.5991, acc: 0.4097
(TRAINING) task: 28, epoch: 2/125, loss: 1.5909, acc: 0.3909
(TESTING) task: 28, epoch: 2/125, loss: 1.5975, acc: 0.3854
(TRAINING) task: 28, epoch: 3/125, loss: 1.5855, acc: 0.4365
(TESTING) task: 28, epoch: 3/125, loss: 1.5909, acc: 0.4340
(TRAINING) task: 28, epoch: 4/125, loss: 1.5801, acc: 0.4721
(TESTING) task: 28, epoch: 4/125, loss: 1.5888, acc: 0.4097
(TRAINING) task: 28, epoch: 5/125, loss: 1.5749, acc: 0.5178
(TESTING) task: 28, epoch: 5/125, loss: 1.5913, acc: 0.3854
(TRAINING) task: 28, epoch: 6/125, loss: 1.5695, acc: 0.5635
(TESTING) task: 28, epoch: 6/125, loss: 1.5885, acc: 0.3854
(TRAINING) task: 28, epoch: 7/125, loss: 1.5638, acc: 0.5736
(TESTING) task: 28, epoch: 7/125, loss: 1.5830, acc: 0.4097
(TRAINING) task: 28, epoch: 8/125, loss: 1.5582, acc: 0.5888
(TESTING) task: 28, epoch: 8/125, loss: 1.5867, acc: 0.3924
(TRAINING) task: 28, epoch: 9/125, loss: 1.5526, acc: 0.6091
(TESTING) task: 28, epoch: 9/125, loss: 1.5768, acc: 0.4653
(TRAINING) task: 28, epoch: 10/125, loss: 1.5469, acc: 0.6193
(TESTING) task: 28, epoch: 10/125, loss: 1.5833, acc: 0.4236
(TRAINING) task: 28, epoch: 11/125, loss: 1.5409, acc: 0.6142
(TESTING) task: 28, epoch: 11/125, loss: 1.5689, acc: 0.4965
(TRAINING) task: 28, epoch: 12/125, loss: 1.5350, acc: 0.6142
(TESTING) task: 28, epoch: 12/125, loss: 1.5666, acc: 0.4722
(TRAINING) task: 28, epoch: 13/125, loss: 1.5291, acc: 0.6193
(TESTING) task: 28, epoch: 13/125, loss: 1.5628, acc: 0.4965
(TRAINING) task: 28, epoch: 14/125, loss: 1.5229, acc: 0.6193
(TESTING) task: 28, epoch: 14/125, loss: 1.5714, acc: 0.4236
(TRAINING) task: 28, epoch: 15/125, loss: 1.5169, acc: 0.6244
(TESTING) task: 28, epoch: 15/125, loss: 1.5732, acc: 0.3993
(TRAINING) task: 28, epoch: 16/125, loss: 1.5109, acc: 0.6294
(TESTING) task: 28, epoch: 16/125, loss: 1.5559, acc: 0.4722
(TRAINING) task: 28, epoch: 17/125, loss: 1.5048, acc: 0.6091
(TESTING) task: 28, epoch: 17/125, loss: 1.5544, acc: 0.4722
(TRAINING) task: 28, epoch: 18/125, loss: 1.4990, acc: 0.5990
(TESTING) task: 28, epoch: 18/125, loss: 1.5465, acc: 0.4965
(TRAINING) task: 28, epoch: 19/125, loss: 1.4933, acc: 0.5990
(TESTING) task: 28, epoch: 19/125, loss: 1.5503, acc: 0.3924
(TRAINING) task: 28, epoch: 20/125, loss: 1.4875, acc: 0.5888
(TESTING) task: 28, epoch: 20/125, loss: 1.5413, acc: 0.4410
(TRAINING) task: 28, epoch: 21/125, loss: 1.4818, acc: 0.5736
(TESTING) task: 28, epoch: 21/125, loss: 1.5279, acc: 0.4653
(TRAINING) task: 28, epoch: 22/125, loss: 1.4761, acc: 0.5685
(TESTING) task: 28, epoch: 22/125, loss: 1.5243, acc: 0.4653
(TRAINING) task: 28, epoch: 23/125, loss: 1.4705, acc: 0.5685
(TESTING) task: 28, epoch: 23/125, loss: 1.5218, acc: 0.4653
(TRAINING) task: 28, epoch: 24/125, loss: 1.4652, acc: 0.5635
(TESTING) task: 28, epoch: 24/125, loss: 1.5178, acc: 0.4653
(TRAINING) task: 28, epoch: 25/125, loss: 1.4597, acc: 0.5635
(TESTING) task: 28, epoch: 25/125, loss: 1.5241, acc: 0.3854
(TRAINING) task: 28, epoch: 26/125, loss: 1.4537, acc: 0.5635
(TESTING) task: 28, epoch: 26/125, loss: 1.5259, acc: 0.3611
(TRAINING) task: 28, epoch: 27/125, loss: 1.4481, acc: 0.5685
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(TRAINING) task: 28, epoch: 29/125, loss: 1.4363, acc: 0.5635
(TESTING) task: 28, epoch: 29/125, loss: 1.5103, acc: 0.4097
(TRAINING) task: 28, epoch: 30/125, loss: 1.4300, acc: 0.5635
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(TRAINING) task: 28, epoch: 33/125, loss: 1.4112, acc: 0.5736
(TESTING) task: 28, epoch: 33/125, loss: 1.4951, acc: 0.3854
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(TRAINING) task: 28, epoch: 36/125, loss: 1.3939, acc: 0.5838
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(TRAINING) task: 28, epoch: 38/125, loss: 1.3841, acc: 0.5838
(TESTING) task: 28, epoch: 38/125, loss: 1.4718, acc: 0.4097
(TRAINING) task: 28, epoch: 39/125, loss: 1.3789, acc: 0.5939
(TESTING) task: 28, epoch: 39/125, loss: 1.4908, acc: 0.3611
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(TESTING) task: 28, epoch: 41/125, loss: 1.4851, acc: 0.3611
(TRAINING) task: 28, epoch: 42/125, loss: 1.3646, acc: 0.5939
(TESTING) task: 28, epoch: 42/125, loss: 1.4755, acc: 0.3611
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(TESTING) task: 28, epoch: 43/125, loss: 1.4516, acc: 0.4097
(TRAINING) task: 28, epoch: 44/125, loss: 1.3551, acc: 0.5990
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(TESTING) task: 28, epoch: 45/125, loss: 1.4351, acc: 0.4340
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(TRAINING) task: 28, epoch: 47/125, loss: 1.3394, acc: 0.6142
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(TESTING) task: 28, epoch: 48/125, loss: 1.4564, acc: 0.3611
(TRAINING) task: 28, epoch: 49/125, loss: 1.3287, acc: 0.6091
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(TRAINING) task: 28, epoch: 58/125, loss: 1.2990, acc: 0.6091
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(TRAINING) task: 28, epoch: 63/125, loss: 1.2878, acc: 0.6142
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(TRAINING) task: 28, epoch: 73/125, loss: 1.2374, acc: 0.6954
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(TRAINING) task: 28, epoch: 76/125, loss: 1.2240, acc: 0.7360
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(TRAINING) task: 28, epoch: 79/125, loss: 1.2151, acc: 0.7513
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(TRAINING) task: 28, epoch: 83/125, loss: 1.2029, acc: 0.7868
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(TRAINING) task: 28, epoch: 108/125, loss: 1.1121, acc: 0.8832
(TESTING) task: 28, epoch: 108/125, loss: 1.2699, acc: 0.6458
(TRAINING) task: 28, epoch: 109/125, loss: 1.1098, acc: 0.8832
(TESTING) task: 28, epoch: 109/125, loss: 1.2663, acc: 0.6215
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(TRAINING) task: 28, epoch: 111/125, loss: 1.1058, acc: 0.8832
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(TESTING) task: 28, epoch: 113/125, loss: 1.2504, acc: 0.6458
(TRAINING) task: 28, epoch: 114/125, loss: 1.1013, acc: 0.8782
(TESTING) task: 28, epoch: 114/125, loss: 1.2910, acc: 0.5972
(TRAINING) task: 28, epoch: 115/125, loss: 1.1003, acc: 0.8731
(TESTING) task: 28, epoch: 115/125, loss: 1.2962, acc: 0.5729
(TRAINING) task: 28, epoch: 116/125, loss: 1.0991, acc: 0.8731
(TESTING) task: 28, epoch: 116/125, loss: 1.2675, acc: 0.6215
(TRAINING) task: 28, epoch: 117/125, loss: 1.0982, acc: 0.8680
(TESTING) task: 28, epoch: 117/125, loss: 1.2376, acc: 0.6458
(TRAINING) task: 28, epoch: 118/125, loss: 1.0974, acc: 0.8680
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(TRAINING) task: 28, epoch: 119/125, loss: 1.0963, acc: 0.8731
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(TRAINING) task: 28, epoch: 120/125, loss: 1.0955, acc: 0.8731
(TESTING) task: 28, epoch: 120/125, loss: 1.2412, acc: 0.6458
(TRAINING) task: 28, epoch: 121/125, loss: 1.0946, acc: 0.8731
(TESTING) task: 28, epoch: 121/125, loss: 1.2329, acc: 0.6458
(TRAINING) task: 28, epoch: 122/125, loss: 1.0941, acc: 0.8782
(TESTING) task: 28, epoch: 122/125, loss: 1.2579, acc: 0.6215
(TRAINING) task: 28, epoch: 123/125, loss: 1.0929, acc: 0.8731
(TESTING) task: 28, epoch: 123/125, loss: 1.2395, acc: 0.6458
(TRAINING) task: 28, epoch: 124/125, loss: 1.0917, acc: 0.8731
(TESTING) task: 28, epoch: 124/125, loss: 1.2332, acc: 0.6771
#params=56069
(TRAINING) task: 29, epoch: 0/125, loss: 1.6176, acc: 0.1055
(TESTING) task: 29, epoch: 0/125, loss: 1.6032, acc: 0.2188
(TRAINING) task: 29, epoch: 1/125, loss: 1.6131, acc: 0.1407
(TESTING) task: 29, epoch: 1/125, loss: 1.6053, acc: 0.1562
(TRAINING) task: 29, epoch: 2/125, loss: 1.6086, acc: 0.1759
(TESTING) task: 29, epoch: 2/125, loss: 1.6022, acc: 0.2500
(TRAINING) task: 29, epoch: 3/125, loss: 1.6044, acc: 0.2161
(TESTING) task: 29, epoch: 3/125, loss: 1.6015, acc: 0.2812
(TRAINING) task: 29, epoch: 4/125, loss: 1.6002, acc: 0.2764
(TESTING) task: 29, epoch: 4/125, loss: 1.5982, acc: 0.2812
(TRAINING) task: 29, epoch: 5/125, loss: 1.5961, acc: 0.3266
(TESTING) task: 29, epoch: 5/125, loss: 1.5974, acc: 0.2500
(TRAINING) task: 29, epoch: 6/125, loss: 1.5921, acc: 0.3518
(TESTING) task: 29, epoch: 6/125, loss: 1.5936, acc: 0.3438
(TRAINING) task: 29, epoch: 7/125, loss: 1.5880, acc: 0.4070
(TESTING) task: 29, epoch: 7/125, loss: 1.5927, acc: 0.3125
(TRAINING) task: 29, epoch: 8/125, loss: 1.5841, acc: 0.4573
(TESTING) task: 29, epoch: 8/125, loss: 1.5890, acc: 0.3750
(TRAINING) task: 29, epoch: 9/125, loss: 1.5802, acc: 0.4925
(TESTING) task: 29, epoch: 9/125, loss: 1.5940, acc: 0.3750
(TRAINING) task: 29, epoch: 10/125, loss: 1.5762, acc: 0.5327
(TESTING) task: 29, epoch: 10/125, loss: 1.5924, acc: 0.4062
(TRAINING) task: 29, epoch: 11/125, loss: 1.5721, acc: 0.5578
(TESTING) task: 29, epoch: 11/125, loss: 1.5895, acc: 0.4062
(TRAINING) task: 29, epoch: 12/125, loss: 1.5682, acc: 0.5879
(TESTING) task: 29, epoch: 12/125, loss: 1.5877, acc: 0.4062
(TRAINING) task: 29, epoch: 13/125, loss: 1.5643, acc: 0.6131
(TESTING) task: 29, epoch: 13/125, loss: 1.5872, acc: 0.4062
(TRAINING) task: 29, epoch: 14/125, loss: 1.5602, acc: 0.6482
(TESTING) task: 29, epoch: 14/125, loss: 1.5863, acc: 0.4375
(TRAINING) task: 29, epoch: 15/125, loss: 1.5561, acc: 0.6884
(TESTING) task: 29, epoch: 15/125, loss: 1.5802, acc: 0.4688
(TRAINING) task: 29, epoch: 16/125, loss: 1.5518, acc: 0.7136
(TESTING) task: 29, epoch: 16/125, loss: 1.5814, acc: 0.4688
(TRAINING) task: 29, epoch: 17/125, loss: 1.5477, acc: 0.7387
(TESTING) task: 29, epoch: 17/125, loss: 1.5818, acc: 0.4375
(TRAINING) task: 29, epoch: 18/125, loss: 1.5435, acc: 0.7538
(TESTING) task: 29, epoch: 18/125, loss: 1.5825, acc: 0.4375
(TRAINING) task: 29, epoch: 19/125, loss: 1.5392, acc: 0.7638
(TESTING) task: 29, epoch: 19/125, loss: 1.5806, acc: 0.4688
(TRAINING) task: 29, epoch: 20/125, loss: 1.5348, acc: 0.7889
(TESTING) task: 29, epoch: 20/125, loss: 1.5746, acc: 0.4062
(TRAINING) task: 29, epoch: 21/125, loss: 1.5304, acc: 0.7990
(TESTING) task: 29, epoch: 21/125, loss: 1.5730, acc: 0.4375
(TRAINING) task: 29, epoch: 22/125, loss: 1.5262, acc: 0.7990
(TESTING) task: 29, epoch: 22/125, loss: 1.5748, acc: 0.4375
(TRAINING) task: 29, epoch: 23/125, loss: 1.5217, acc: 0.8241
(TESTING) task: 29, epoch: 23/125, loss: 1.5733, acc: 0.4062
(TRAINING) task: 29, epoch: 24/125, loss: 1.5170, acc: 0.8291
(TESTING) task: 29, epoch: 24/125, loss: 1.5698, acc: 0.4688
(TRAINING) task: 29, epoch: 25/125, loss: 1.5121, acc: 0.8342
(TESTING) task: 29, epoch: 25/125, loss: 1.5693, acc: 0.4688
(TRAINING) task: 29, epoch: 26/125, loss: 1.5072, acc: 0.8392
(TESTING) task: 29, epoch: 26/125, loss: 1.5673, acc: 0.4688
(TRAINING) task: 29, epoch: 27/125, loss: 1.5023, acc: 0.8492
(TESTING) task: 29, epoch: 27/125, loss: 1.5659, acc: 0.4375
(TRAINING) task: 29, epoch: 28/125, loss: 1.4971, acc: 0.8643
(TESTING) task: 29, epoch: 28/125, loss: 1.5636, acc: 0.4062
(TRAINING) task: 29, epoch: 29/125, loss: 1.4916, acc: 0.8643
(TESTING) task: 29, epoch: 29/125, loss: 1.5629, acc: 0.4688
(TRAINING) task: 29, epoch: 30/125, loss: 1.4865, acc: 0.8744
(TESTING) task: 29, epoch: 30/125, loss: 1.5593, acc: 0.4688
(TRAINING) task: 29, epoch: 31/125, loss: 1.4809, acc: 0.8844
(TESTING) task: 29, epoch: 31/125, loss: 1.5527, acc: 0.5625
(TRAINING) task: 29, epoch: 32/125, loss: 1.4758, acc: 0.8794
(TESTING) task: 29, epoch: 32/125, loss: 1.5545, acc: 0.5000
(TRAINING) task: 29, epoch: 33/125, loss: 1.4706, acc: 0.8794
(TESTING) task: 29, epoch: 33/125, loss: 1.5564, acc: 0.5312
(TRAINING) task: 29, epoch: 34/125, loss: 1.4653, acc: 0.8894
(TESTING) task: 29, epoch: 34/125, loss: 1.5459, acc: 0.5938
(TRAINING) task: 29, epoch: 35/125, loss: 1.4598, acc: 0.8894
(TESTING) task: 29, epoch: 35/125, loss: 1.5418, acc: 0.5625
(TRAINING) task: 29, epoch: 36/125, loss: 1.4549, acc: 0.8945
(TESTING) task: 29, epoch: 36/125, loss: 1.5349, acc: 0.5938
(TRAINING) task: 29, epoch: 37/125, loss: 1.4499, acc: 0.8945
(TESTING) task: 29, epoch: 37/125, loss: 1.5333, acc: 0.6250
(TRAINING) task: 29, epoch: 38/125, loss: 1.4446, acc: 0.8945
(TESTING) task: 29, epoch: 38/125, loss: 1.5433, acc: 0.6562
(TRAINING) task: 29, epoch: 39/125, loss: 1.4395, acc: 0.8995
(TESTING) task: 29, epoch: 39/125, loss: 1.5418, acc: 0.5625
(TRAINING) task: 29, epoch: 40/125, loss: 1.4345, acc: 0.8995
(TESTING) task: 29, epoch: 40/125, loss: 1.5351, acc: 0.5938
(TRAINING) task: 29, epoch: 41/125, loss: 1.4289, acc: 0.8995
(TESTING) task: 29, epoch: 41/125, loss: 1.5220, acc: 0.6562
(TRAINING) task: 29, epoch: 42/125, loss: 1.4234, acc: 0.8995
(TESTING) task: 29, epoch: 42/125, loss: 1.5278, acc: 0.6250
(TRAINING) task: 29, epoch: 43/125, loss: 1.4180, acc: 0.8995
(TESTING) task: 29, epoch: 43/125, loss: 1.5226, acc: 0.6250
(TRAINING) task: 29, epoch: 44/125, loss: 1.4122, acc: 0.8995
(TESTING) task: 29, epoch: 44/125, loss: 1.5169, acc: 0.6875
(TRAINING) task: 29, epoch: 45/125, loss: 1.4060, acc: 0.8945
(TESTING) task: 29, epoch: 45/125, loss: 1.5250, acc: 0.6562
(TRAINING) task: 29, epoch: 46/125, loss: 1.4000, acc: 0.8945
(TESTING) task: 29, epoch: 46/125, loss: 1.5033, acc: 0.6875
(TRAINING) task: 29, epoch: 47/125, loss: 1.3946, acc: 0.8945
(TESTING) task: 29, epoch: 47/125, loss: 1.5161, acc: 0.6250
(TRAINING) task: 29, epoch: 48/125, loss: 1.3885, acc: 0.8945
(TESTING) task: 29, epoch: 48/125, loss: 1.4904, acc: 0.6562
(TRAINING) task: 29, epoch: 49/125, loss: 1.3828, acc: 0.8894
(TESTING) task: 29, epoch: 49/125, loss: 1.5099, acc: 0.5938
(TRAINING) task: 29, epoch: 50/125, loss: 1.3773, acc: 0.8894
(TESTING) task: 29, epoch: 50/125, loss: 1.4965, acc: 0.6562
(TRAINING) task: 29, epoch: 51/125, loss: 1.3712, acc: 0.8894
(TESTING) task: 29, epoch: 51/125, loss: 1.5066, acc: 0.6562
(TRAINING) task: 29, epoch: 52/125, loss: 1.3656, acc: 0.8844
(TESTING) task: 29, epoch: 52/125, loss: 1.4874, acc: 0.6562
(TRAINING) task: 29, epoch: 53/125, loss: 1.3599, acc: 0.8794
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(TRAINING) task: 29, epoch: 55/125, loss: 1.3485, acc: 0.8794
(TESTING) task: 29, epoch: 55/125, loss: 1.4858, acc: 0.5625
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(TRAINING) task: 29, epoch: 58/125, loss: 1.3326, acc: 0.8693
(TESTING) task: 29, epoch: 58/125, loss: 1.4853, acc: 0.5312
(TRAINING) task: 29, epoch: 59/125, loss: 1.3273, acc: 0.8693
(TESTING) task: 29, epoch: 59/125, loss: 1.4723, acc: 0.5625
(TRAINING) task: 29, epoch: 60/125, loss: 1.3215, acc: 0.8593
(TESTING) task: 29, epoch: 60/125, loss: 1.4666, acc: 0.5938
(TRAINING) task: 29, epoch: 61/125, loss: 1.3163, acc: 0.8593
(TESTING) task: 29, epoch: 61/125, loss: 1.4549, acc: 0.6250
(TRAINING) task: 29, epoch: 62/125, loss: 1.3118, acc: 0.8643
(TESTING) task: 29, epoch: 62/125, loss: 1.4410, acc: 0.6562
(TRAINING) task: 29, epoch: 63/125, loss: 1.3063, acc: 0.8593
(TESTING) task: 29, epoch: 63/125, loss: 1.4504, acc: 0.6250
(TRAINING) task: 29, epoch: 64/125, loss: 1.3021, acc: 0.8643
(TESTING) task: 29, epoch: 64/125, loss: 1.4615, acc: 0.5625
(TRAINING) task: 29, epoch: 65/125, loss: 1.2965, acc: 0.8593
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(TRAINING) task: 29, epoch: 67/125, loss: 1.2867, acc: 0.8593
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(TRAINING) task: 29, epoch: 68/125, loss: 1.2825, acc: 0.8543
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(TRAINING) task: 29, epoch: 69/125, loss: 1.2769, acc: 0.8543
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(TRAINING) task: 29, epoch: 70/125, loss: 1.2726, acc: 0.8543
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(TRAINING) task: 29, epoch: 72/125, loss: 1.2640, acc: 0.8442
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(TRAINING) task: 29, epoch: 73/125, loss: 1.2594, acc: 0.8442
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(TRAINING) task: 29, epoch: 75/125, loss: 1.2512, acc: 0.8342
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(TRAINING) task: 29, epoch: 76/125, loss: 1.2469, acc: 0.8342
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(TRAINING) task: 29, epoch: 78/125, loss: 1.2379, acc: 0.8492
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(TRAINING) task: 29, epoch: 79/125, loss: 1.2340, acc: 0.8392
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(TRAINING) task: 29, epoch: 80/125, loss: 1.2301, acc: 0.8442
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(TRAINING) task: 29, epoch: 81/125, loss: 1.2254, acc: 0.8492
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(TRAINING) task: 29, epoch: 83/125, loss: 1.2172, acc: 0.8492
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(TRAINING) task: 29, epoch: 94/125, loss: 1.1758, acc: 0.8492
(TESTING) task: 29, epoch: 94/125, loss: 1.3229, acc: 0.6562
(TRAINING) task: 29, epoch: 95/125, loss: 1.1724, acc: 0.8442
(TESTING) task: 29, epoch: 95/125, loss: 1.3666, acc: 0.5625
(TRAINING) task: 29, epoch: 96/125, loss: 1.1700, acc: 0.8492
(TESTING) task: 29, epoch: 96/125, loss: 1.3546, acc: 0.5625
(TRAINING) task: 29, epoch: 97/125, loss: 1.1671, acc: 0.8543
(TESTING) task: 29, epoch: 97/125, loss: 1.3508, acc: 0.5625
(TRAINING) task: 29, epoch: 98/125, loss: 1.1643, acc: 0.8543
(TESTING) task: 29, epoch: 98/125, loss: 1.3678, acc: 0.5938
(TRAINING) task: 29, epoch: 99/125, loss: 1.1612, acc: 0.8593
(TESTING) task: 29, epoch: 99/125, loss: 1.3113, acc: 0.7188
(TRAINING) task: 29, epoch: 100/125, loss: 1.1586, acc: 0.8643
(TESTING) task: 29, epoch: 100/125, loss: 1.3290, acc: 0.6562
(TRAINING) task: 29, epoch: 101/125, loss: 1.1562, acc: 0.8643
(TESTING) task: 29, epoch: 101/125, loss: 1.2878, acc: 0.6875
(TRAINING) task: 29, epoch: 102/125, loss: 1.1531, acc: 0.8744
(TESTING) task: 29, epoch: 102/125, loss: 1.3047, acc: 0.6875
(TRAINING) task: 29, epoch: 103/125, loss: 1.1509, acc: 0.8693
(TESTING) task: 29, epoch: 103/125, loss: 1.2862, acc: 0.7188
(TRAINING) task: 29, epoch: 104/125, loss: 1.1479, acc: 0.8794
(TESTING) task: 29, epoch: 104/125, loss: 1.2801, acc: 0.6875
(TRAINING) task: 29, epoch: 105/125, loss: 1.1452, acc: 0.8844
(TESTING) task: 29, epoch: 105/125, loss: 1.3007, acc: 0.6250
(TRAINING) task: 29, epoch: 106/125, loss: 1.1428, acc: 0.8794
(TESTING) task: 29, epoch: 106/125, loss: 1.2745, acc: 0.6875
(TRAINING) task: 29, epoch: 107/125, loss: 1.1404, acc: 0.8794
(TESTING) task: 29, epoch: 107/125, loss: 1.2792, acc: 0.6562
(TRAINING) task: 29, epoch: 108/125, loss: 1.1380, acc: 0.8794
(TESTING) task: 29, epoch: 108/125, loss: 1.2886, acc: 0.6875
(TRAINING) task: 29, epoch: 109/125, loss: 1.1353, acc: 0.8894
(TESTING) task: 29, epoch: 109/125, loss: 1.2735, acc: 0.7188
(TRAINING) task: 29, epoch: 110/125, loss: 1.1325, acc: 0.8894
(TESTING) task: 29, epoch: 110/125, loss: 1.2904, acc: 0.7188
(TRAINING) task: 29, epoch: 111/125, loss: 1.1301, acc: 0.8945
(TESTING) task: 29, epoch: 111/125, loss: 1.2400, acc: 0.7500
(TRAINING) task: 29, epoch: 112/125, loss: 1.1276, acc: 0.8995
(TESTING) task: 29, epoch: 112/125, loss: 1.2304, acc: 0.7812
(TRAINING) task: 29, epoch: 113/125, loss: 1.1253, acc: 0.8995
(TESTING) task: 29, epoch: 113/125, loss: 1.2727, acc: 0.7500
(TRAINING) task: 29, epoch: 114/125, loss: 1.1219, acc: 0.9045
(TESTING) task: 29, epoch: 114/125, loss: 1.2564, acc: 0.7500
(TRAINING) task: 29, epoch: 115/125, loss: 1.1193, acc: 0.9045
(TESTING) task: 29, epoch: 115/125, loss: 1.2705, acc: 0.7188
(TRAINING) task: 29, epoch: 116/125, loss: 1.1170, acc: 0.9045
(TESTING) task: 29, epoch: 116/125, loss: 1.2549, acc: 0.7188
(TRAINING) task: 29, epoch: 117/125, loss: 1.1149, acc: 0.8995
(TESTING) task: 29, epoch: 117/125, loss: 1.2476, acc: 0.7500
(TRAINING) task: 29, epoch: 118/125, loss: 1.1130, acc: 0.8995
(TESTING) task: 29, epoch: 118/125, loss: 1.2358, acc: 0.7812
(TRAINING) task: 29, epoch: 119/125, loss: 1.1113, acc: 0.8894
(TESTING) task: 29, epoch: 119/125, loss: 1.2247, acc: 0.8438
(TRAINING) task: 29, epoch: 120/125, loss: 1.1094, acc: 0.8945
(TESTING) task: 29, epoch: 120/125, loss: 1.2414, acc: 0.7812
(TRAINING) task: 29, epoch: 121/125, loss: 1.1083, acc: 0.8894
(TESTING) task: 29, epoch: 121/125, loss: 1.2397, acc: 0.7812
(TRAINING) task: 29, epoch: 122/125, loss: 1.1065, acc: 0.8894
(TESTING) task: 29, epoch: 122/125, loss: 1.2314, acc: 0.7812
(TRAINING) task: 29, epoch: 123/125, loss: 1.1046, acc: 0.8945
(TESTING) task: 29, epoch: 123/125, loss: 1.2340, acc: 0.7812
(TRAINING) task: 29, epoch: 124/125, loss: 1.1025, acc: 0.9045
(TESTING) task: 29, epoch: 124/125, loss: 1.2132, acc: 0.8125
#params=56069
(TRAINING) task: 30, epoch: 0/125, loss: 1.6088, acc: 0.1812
(TESTING) task: 30, epoch: 0/125, loss: 1.6102, acc: 0.3750
(TRAINING) task: 30, epoch: 1/125, loss: 1.6036, acc: 0.2246
(TESTING) task: 30, epoch: 1/125, loss: 1.6183, acc: 0.1562
(TRAINING) task: 30, epoch: 2/125, loss: 1.5983, acc: 0.2609
(TESTING) task: 30, epoch: 2/125, loss: 1.6211, acc: 0.1250
(TRAINING) task: 30, epoch: 3/125, loss: 1.5929, acc: 0.3333
(TESTING) task: 30, epoch: 3/125, loss: 1.6022, acc: 0.1250
(TRAINING) task: 30, epoch: 4/125, loss: 1.5878, acc: 0.3551
(TESTING) task: 30, epoch: 4/125, loss: 1.6107, acc: 0.1250
(TRAINING) task: 30, epoch: 5/125, loss: 1.5827, acc: 0.4203
(TESTING) task: 30, epoch: 5/125, loss: 1.6098, acc: 0.1250
(TRAINING) task: 30, epoch: 6/125, loss: 1.5776, acc: 0.4638
(TESTING) task: 30, epoch: 6/125, loss: 1.6095, acc: 0.1250
(TRAINING) task: 30, epoch: 7/125, loss: 1.5723, acc: 0.5072
(TESTING) task: 30, epoch: 7/125, loss: 1.5775, acc: 0.3438
(TRAINING) task: 30, epoch: 8/125, loss: 1.5672, acc: 0.5290
(TESTING) task: 30, epoch: 8/125, loss: 1.6017, acc: 0.1250
(TRAINING) task: 30, epoch: 9/125, loss: 1.5620, acc: 0.5725
(TESTING) task: 30, epoch: 9/125, loss: 1.5799, acc: 0.3750
(TRAINING) task: 30, epoch: 10/125, loss: 1.5569, acc: 0.5797
(TESTING) task: 30, epoch: 10/125, loss: 1.5947, acc: 0.1562
(TRAINING) task: 30, epoch: 11/125, loss: 1.5517, acc: 0.5797
(TESTING) task: 30, epoch: 11/125, loss: 1.5841, acc: 0.4375
(TRAINING) task: 30, epoch: 12/125, loss: 1.5464, acc: 0.5870
(TESTING) task: 30, epoch: 12/125, loss: 1.6032, acc: 0.2188
(TRAINING) task: 30, epoch: 13/125, loss: 1.5413, acc: 0.6087
(TESTING) task: 30, epoch: 13/125, loss: 1.5848, acc: 0.4062
(TRAINING) task: 30, epoch: 14/125, loss: 1.5359, acc: 0.6304
(TESTING) task: 30, epoch: 14/125, loss: 1.5815, acc: 0.4062
(TRAINING) task: 30, epoch: 15/125, loss: 1.5305, acc: 0.6377
(TESTING) task: 30, epoch: 15/125, loss: 1.5546, acc: 0.4062
(TRAINING) task: 30, epoch: 16/125, loss: 1.5251, acc: 0.6522
(TESTING) task: 30, epoch: 16/125, loss: 1.5990, acc: 0.1875
(TRAINING) task: 30, epoch: 17/125, loss: 1.5190, acc: 0.6594
(TESTING) task: 30, epoch: 17/125, loss: 1.5517, acc: 0.6250
(TRAINING) task: 30, epoch: 18/125, loss: 1.5133, acc: 0.6594
(TESTING) task: 30, epoch: 18/125, loss: 1.5895, acc: 0.1875
(TRAINING) task: 30, epoch: 19/125, loss: 1.5073, acc: 0.6739
(TESTING) task: 30, epoch: 19/125, loss: 1.5897, acc: 0.1875
(TRAINING) task: 30, epoch: 20/125, loss: 1.5011, acc: 0.6739
(TESTING) task: 30, epoch: 20/125, loss: 1.5655, acc: 0.4375
(TRAINING) task: 30, epoch: 21/125, loss: 1.4951, acc: 0.6812
(TESTING) task: 30, epoch: 21/125, loss: 1.5017, acc: 0.6562
(TRAINING) task: 30, epoch: 22/125, loss: 1.4889, acc: 0.6812
(TESTING) task: 30, epoch: 22/125, loss: 1.5289, acc: 0.4375
(TRAINING) task: 30, epoch: 23/125, loss: 1.4828, acc: 0.6884
(TESTING) task: 30, epoch: 23/125, loss: 1.4866, acc: 0.6562
(TRAINING) task: 30, epoch: 24/125, loss: 1.4768, acc: 0.6957
(TESTING) task: 30, epoch: 24/125, loss: 1.5863, acc: 0.2188
(TRAINING) task: 30, epoch: 25/125, loss: 1.4707, acc: 0.6739
(TESTING) task: 30, epoch: 25/125, loss: 1.5365, acc: 0.4375
(TRAINING) task: 30, epoch: 26/125, loss: 1.4647, acc: 0.6739
(TESTING) task: 30, epoch: 26/125, loss: 1.5921, acc: 0.2188
(TRAINING) task: 30, epoch: 27/125, loss: 1.4587, acc: 0.6739
(TESTING) task: 30, epoch: 27/125, loss: 1.5419, acc: 0.4375
(TRAINING) task: 30, epoch: 28/125, loss: 1.4531, acc: 0.6739
(TESTING) task: 30, epoch: 28/125, loss: 1.5123, acc: 0.4375
(TRAINING) task: 30, epoch: 29/125, loss: 1.4475, acc: 0.6594
(TESTING) task: 30, epoch: 29/125, loss: 1.4453, acc: 0.6562
(TRAINING) task: 30, epoch: 30/125, loss: 1.4419, acc: 0.6594
(TESTING) task: 30, epoch: 30/125, loss: 1.5091, acc: 0.4375
(TRAINING) task: 30, epoch: 31/125, loss: 1.4363, acc: 0.6594
(TESTING) task: 30, epoch: 31/125, loss: 1.5057, acc: 0.4375
(TRAINING) task: 30, epoch: 32/125, loss: 1.4308, acc: 0.6377
(TESTING) task: 30, epoch: 32/125, loss: 1.5852, acc: 0.2188
(TRAINING) task: 30, epoch: 33/125, loss: 1.4258, acc: 0.6377
(TESTING) task: 30, epoch: 33/125, loss: 1.4781, acc: 0.4375
(TRAINING) task: 30, epoch: 34/125, loss: 1.4207, acc: 0.6304
(TESTING) task: 30, epoch: 34/125, loss: 1.5823, acc: 0.2188
(TRAINING) task: 30, epoch: 35/125, loss: 1.4158, acc: 0.6377
(TESTING) task: 30, epoch: 35/125, loss: 1.3911, acc: 0.6562
(TRAINING) task: 30, epoch: 36/125, loss: 1.4108, acc: 0.6449
(TESTING) task: 30, epoch: 36/125, loss: 1.5772, acc: 0.2188
(TRAINING) task: 30, epoch: 37/125, loss: 1.4057, acc: 0.6304
(TESTING) task: 30, epoch: 37/125, loss: 1.4774, acc: 0.4375
(TRAINING) task: 30, epoch: 38/125, loss: 1.4010, acc: 0.6377
(TESTING) task: 30, epoch: 38/125, loss: 1.4650, acc: 0.4375
(TRAINING) task: 30, epoch: 39/125, loss: 1.3956, acc: 0.6304
(TESTING) task: 30, epoch: 39/125, loss: 1.5635, acc: 0.2188
(TRAINING) task: 30, epoch: 40/125, loss: 1.3909, acc: 0.6232
(TESTING) task: 30, epoch: 40/125, loss: 1.5815, acc: 0.2188
(TRAINING) task: 30, epoch: 41/125, loss: 1.3853, acc: 0.6232
(TESTING) task: 30, epoch: 41/125, loss: 1.4895, acc: 0.4375
(TRAINING) task: 30, epoch: 42/125, loss: 1.3804, acc: 0.6159
(TESTING) task: 30, epoch: 42/125, loss: 1.5811, acc: 0.2188
(TRAINING) task: 30, epoch: 43/125, loss: 1.3756, acc: 0.6232
(TESTING) task: 30, epoch: 43/125, loss: 1.5667, acc: 0.2188
(TRAINING) task: 30, epoch: 44/125, loss: 1.3704, acc: 0.6087
(TESTING) task: 30, epoch: 44/125, loss: 1.5667, acc: 0.2188
(TRAINING) task: 30, epoch: 45/125, loss: 1.3661, acc: 0.6014
(TESTING) task: 30, epoch: 45/125, loss: 1.5538, acc: 0.2188
(TRAINING) task: 30, epoch: 46/125, loss: 1.3615, acc: 0.6014
(TESTING) task: 30, epoch: 46/125, loss: 1.4643, acc: 0.4375
(TRAINING) task: 30, epoch: 47/125, loss: 1.3575, acc: 0.5797
(TESTING) task: 30, epoch: 47/125, loss: 1.5090, acc: 0.4375
(TRAINING) task: 30, epoch: 48/125, loss: 1.3534, acc: 0.5797
(TESTING) task: 30, epoch: 48/125, loss: 1.5503, acc: 0.2188
(TRAINING) task: 30, epoch: 49/125, loss: 1.3505, acc: 0.5797
(TESTING) task: 30, epoch: 49/125, loss: 1.4458, acc: 0.4375
(TRAINING) task: 30, epoch: 50/125, loss: 1.3467, acc: 0.5725
(TESTING) task: 30, epoch: 50/125, loss: 1.3196, acc: 0.6562
(TRAINING) task: 30, epoch: 51/125, loss: 1.3442, acc: 0.5652
(TESTING) task: 30, epoch: 51/125, loss: 1.4395, acc: 0.4375
(TRAINING) task: 30, epoch: 52/125, loss: 1.3409, acc: 0.5652
(TESTING) task: 30, epoch: 52/125, loss: 1.4254, acc: 0.4375
(TRAINING) task: 30, epoch: 53/125, loss: 1.3376, acc: 0.5652
(TESTING) task: 30, epoch: 53/125, loss: 1.5802, acc: 0.2188
(TRAINING) task: 30, epoch: 54/125, loss: 1.3356, acc: 0.5652
(TESTING) task: 30, epoch: 54/125, loss: 1.4517, acc: 0.4375
(TRAINING) task: 30, epoch: 55/125, loss: 1.3322, acc: 0.5797
(TESTING) task: 30, epoch: 55/125, loss: 1.4439, acc: 0.4375
(TRAINING) task: 30, epoch: 56/125, loss: 1.3292, acc: 0.5797
(TESTING) task: 30, epoch: 56/125, loss: 1.5852, acc: 0.2188
(TRAINING) task: 30, epoch: 57/125, loss: 1.3263, acc: 0.5797
(TESTING) task: 30, epoch: 57/125, loss: 1.4663, acc: 0.4375
(TRAINING) task: 30, epoch: 58/125, loss: 1.3232, acc: 0.5942
(TESTING) task: 30, epoch: 58/125, loss: 1.4543, acc: 0.4375
(TRAINING) task: 30, epoch: 59/125, loss: 1.3203, acc: 0.5942
(TESTING) task: 30, epoch: 59/125, loss: 1.3980, acc: 0.4375
(TRAINING) task: 30, epoch: 60/125, loss: 1.3173, acc: 0.5942
(TESTING) task: 30, epoch: 60/125, loss: 1.4399, acc: 0.4375
(TRAINING) task: 30, epoch: 61/125, loss: 1.3143, acc: 0.5942
(TESTING) task: 30, epoch: 61/125, loss: 1.4336, acc: 0.4375
(TRAINING) task: 30, epoch: 62/125, loss: 1.3111, acc: 0.6014
(TESTING) task: 30, epoch: 62/125, loss: 1.4226, acc: 0.4375
(TRAINING) task: 30, epoch: 63/125, loss: 1.3084, acc: 0.6014
(TESTING) task: 30, epoch: 63/125, loss: 1.4270, acc: 0.4375
(TRAINING) task: 30, epoch: 64/125, loss: 1.3050, acc: 0.6014
(TESTING) task: 30, epoch: 64/125, loss: 1.4224, acc: 0.4375
(TRAINING) task: 30, epoch: 65/125, loss: 1.3023, acc: 0.6014
(TESTING) task: 30, epoch: 65/125, loss: 1.4100, acc: 0.4375
(TRAINING) task: 30, epoch: 66/125, loss: 1.2992, acc: 0.6232
(TESTING) task: 30, epoch: 66/125, loss: 1.3868, acc: 0.4375
(TRAINING) task: 30, epoch: 67/125, loss: 1.2969, acc: 0.6087
(TESTING) task: 30, epoch: 67/125, loss: 1.5883, acc: 0.2188
(TRAINING) task: 30, epoch: 68/125, loss: 1.2942, acc: 0.6232
(TESTING) task: 30, epoch: 68/125, loss: 1.5473, acc: 0.2188
(TRAINING) task: 30, epoch: 69/125, loss: 1.2917, acc: 0.6304
(TESTING) task: 30, epoch: 69/125, loss: 1.4289, acc: 0.4375
(TRAINING) task: 30, epoch: 70/125, loss: 1.2892, acc: 0.6304
(TESTING) task: 30, epoch: 70/125, loss: 1.5384, acc: 0.2188
(TRAINING) task: 30, epoch: 71/125, loss: 1.2869, acc: 0.6304
(TESTING) task: 30, epoch: 71/125, loss: 1.3950, acc: 0.4375
(TRAINING) task: 30, epoch: 72/125, loss: 1.2846, acc: 0.6304
(TESTING) task: 30, epoch: 72/125, loss: 1.2514, acc: 0.6562
(TRAINING) task: 30, epoch: 73/125, loss: 1.2822, acc: 0.6522
(TESTING) task: 30, epoch: 73/125, loss: 1.3711, acc: 0.4375
(TRAINING) task: 30, epoch: 74/125, loss: 1.2800, acc: 0.6667
(TESTING) task: 30, epoch: 74/125, loss: 1.5620, acc: 0.2188
(TRAINING) task: 30, epoch: 75/125, loss: 1.2773, acc: 0.6812
(TESTING) task: 30, epoch: 75/125, loss: 1.4222, acc: 0.4375
(TRAINING) task: 30, epoch: 76/125, loss: 1.2755, acc: 0.6812
(TESTING) task: 30, epoch: 76/125, loss: 1.4271, acc: 0.4375
(TRAINING) task: 30, epoch: 77/125, loss: 1.2724, acc: 0.7029
(TESTING) task: 30, epoch: 77/125, loss: 1.4136, acc: 0.4375
(TRAINING) task: 30, epoch: 78/125, loss: 1.2693, acc: 0.7029
(TESTING) task: 30, epoch: 78/125, loss: 1.4192, acc: 0.4375
(TRAINING) task: 30, epoch: 79/125, loss: 1.2669, acc: 0.7101
(TESTING) task: 30, epoch: 79/125, loss: 1.3885, acc: 0.4375
(TRAINING) task: 30, epoch: 80/125, loss: 1.2635, acc: 0.7174
(TESTING) task: 30, epoch: 80/125, loss: 1.4184, acc: 0.4375
(TRAINING) task: 30, epoch: 81/125, loss: 1.2602, acc: 0.7464
(TESTING) task: 30, epoch: 81/125, loss: 1.5118, acc: 0.2188
(TRAINING) task: 30, epoch: 82/125, loss: 1.2563, acc: 0.7464
(TESTING) task: 30, epoch: 82/125, loss: 1.3990, acc: 0.4375
(TRAINING) task: 30, epoch: 83/125, loss: 1.2527, acc: 0.7681
(TESTING) task: 30, epoch: 83/125, loss: 1.4050, acc: 0.4375
(TRAINING) task: 30, epoch: 84/125, loss: 1.2487, acc: 0.7826
(TESTING) task: 30, epoch: 84/125, loss: 1.5293, acc: 0.2188
(TRAINING) task: 30, epoch: 85/125, loss: 1.2446, acc: 0.7899
(TESTING) task: 30, epoch: 85/125, loss: 1.5885, acc: 0.2500
(TRAINING) task: 30, epoch: 86/125, loss: 1.2407, acc: 0.7971
(TESTING) task: 30, epoch: 86/125, loss: 1.4019, acc: 0.4688
(TRAINING) task: 30, epoch: 87/125, loss: 1.2372, acc: 0.7899
(TESTING) task: 30, epoch: 87/125, loss: 1.4689, acc: 0.2500
(TRAINING) task: 30, epoch: 88/125, loss: 1.2336, acc: 0.8116
(TESTING) task: 30, epoch: 88/125, loss: 1.5487, acc: 0.2500
(TRAINING) task: 30, epoch: 89/125, loss: 1.2301, acc: 0.8261
(TESTING) task: 30, epoch: 89/125, loss: 1.4970, acc: 0.5312
(TRAINING) task: 30, epoch: 90/125, loss: 1.2260, acc: 0.8406
(TESTING) task: 30, epoch: 90/125, loss: 1.4886, acc: 0.5312
(TRAINING) task: 30, epoch: 91/125, loss: 1.2232, acc: 0.8478
(TESTING) task: 30, epoch: 91/125, loss: 1.5643, acc: 0.3125
(TRAINING) task: 30, epoch: 92/125, loss: 1.2198, acc: 0.8333
(TESTING) task: 30, epoch: 92/125, loss: 1.2503, acc: 0.7500
(TRAINING) task: 30, epoch: 93/125, loss: 1.2173, acc: 0.8478
(TESTING) task: 30, epoch: 93/125, loss: 1.4962, acc: 0.3125
(TRAINING) task: 30, epoch: 94/125, loss: 1.2150, acc: 0.8551
(TESTING) task: 30, epoch: 94/125, loss: 1.3292, acc: 0.7500
(TRAINING) task: 30, epoch: 95/125, loss: 1.2127, acc: 0.8623
(TESTING) task: 30, epoch: 95/125, loss: 1.3148, acc: 0.7500
(TRAINING) task: 30, epoch: 96/125, loss: 1.2107, acc: 0.8768
(TESTING) task: 30, epoch: 96/125, loss: 1.4121, acc: 0.5312
(TRAINING) task: 30, epoch: 97/125, loss: 1.2099, acc: 0.8768
(TESTING) task: 30, epoch: 97/125, loss: 1.4707, acc: 0.5312
(TRAINING) task: 30, epoch: 98/125, loss: 1.2094, acc: 0.8768
(TESTING) task: 30, epoch: 98/125, loss: 1.4136, acc: 0.5312
(TRAINING) task: 30, epoch: 99/125, loss: 1.2085, acc: 0.8841
(TESTING) task: 30, epoch: 99/125, loss: 1.4608, acc: 0.5312
(TRAINING) task: 30, epoch: 100/125, loss: 1.2095, acc: 0.8768
(TESTING) task: 30, epoch: 100/125, loss: 1.4901, acc: 0.5312
(TRAINING) task: 30, epoch: 101/125, loss: 1.2088, acc: 0.8841
(TESTING) task: 30, epoch: 101/125, loss: 1.4478, acc: 0.5312
(TRAINING) task: 30, epoch: 102/125, loss: 1.2096, acc: 0.8768
(TESTING) task: 30, epoch: 102/125, loss: 1.4995, acc: 0.3125
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(TRAINING) task: 30, epoch: 104/125, loss: 1.2105, acc: 0.8841
(TESTING) task: 30, epoch: 104/125, loss: 1.3535, acc: 0.5312
(TRAINING) task: 30, epoch: 105/125, loss: 1.2095, acc: 0.8841
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(TRAINING) task: 30, epoch: 106/125, loss: 1.2104, acc: 0.8768
(TESTING) task: 30, epoch: 106/125, loss: 1.5667, acc: 0.3125
(TRAINING) task: 30, epoch: 107/125, loss: 1.2096, acc: 0.8696
(TESTING) task: 30, epoch: 107/125, loss: 1.3430, acc: 0.7500
(TRAINING) task: 30, epoch: 108/125, loss: 1.2072, acc: 0.8768
(TESTING) task: 30, epoch: 108/125, loss: 1.4488, acc: 0.5312
(TRAINING) task: 30, epoch: 109/125, loss: 1.2062, acc: 0.8696
(TESTING) task: 30, epoch: 109/125, loss: 1.5090, acc: 0.3125
(TRAINING) task: 30, epoch: 110/125, loss: 1.2031, acc: 0.8623
(TESTING) task: 30, epoch: 110/125, loss: 1.3182, acc: 0.7500
(TRAINING) task: 30, epoch: 111/125, loss: 1.1987, acc: 0.8696
(TESTING) task: 30, epoch: 111/125, loss: 1.3867, acc: 0.5312
(TRAINING) task: 30, epoch: 112/125, loss: 1.1953, acc: 0.8623
(TESTING) task: 30, epoch: 112/125, loss: 1.3679, acc: 0.5312
(TRAINING) task: 30, epoch: 113/125, loss: 1.1889, acc: 0.8623
(TESTING) task: 30, epoch: 113/125, loss: 1.3196, acc: 0.7500
(TRAINING) task: 30, epoch: 114/125, loss: 1.1826, acc: 0.8478
(TESTING) task: 30, epoch: 114/125, loss: 1.5067, acc: 0.3125
(TRAINING) task: 30, epoch: 115/125, loss: 1.1754, acc: 0.8768
(TESTING) task: 30, epoch: 115/125, loss: 1.4470, acc: 0.5312
(TRAINING) task: 30, epoch: 116/125, loss: 1.1682, acc: 0.8913
(TESTING) task: 30, epoch: 116/125, loss: 1.2559, acc: 0.7500
(TRAINING) task: 30, epoch: 117/125, loss: 1.1598, acc: 0.8913
(TESTING) task: 30, epoch: 117/125, loss: 1.4671, acc: 0.5312
(TRAINING) task: 30, epoch: 118/125, loss: 1.1541, acc: 0.8913
(TESTING) task: 30, epoch: 118/125, loss: 1.5145, acc: 0.3125
(TRAINING) task: 30, epoch: 119/125, loss: 1.1482, acc: 0.8913
(TESTING) task: 30, epoch: 119/125, loss: 1.5042, acc: 0.5312
(TRAINING) task: 30, epoch: 120/125, loss: 1.1432, acc: 0.8986
(TESTING) task: 30, epoch: 120/125, loss: 1.5330, acc: 0.3125
(TRAINING) task: 30, epoch: 121/125, loss: 1.1390, acc: 0.9058
(TESTING) task: 30, epoch: 121/125, loss: 1.3572, acc: 0.5312
(TRAINING) task: 30, epoch: 122/125, loss: 1.1353, acc: 0.9058
(TESTING) task: 30, epoch: 122/125, loss: 1.2442, acc: 0.7500
(TRAINING) task: 30, epoch: 123/125, loss: 1.1322, acc: 0.8986
(TESTING) task: 30, epoch: 123/125, loss: 1.1691, acc: 0.7500
(TRAINING) task: 30, epoch: 124/125, loss: 1.1300, acc: 0.9130
(TESTING) task: 30, epoch: 124/125, loss: 1.3329, acc: 0.5312
#params=56069
(TRAINING) task: 31, epoch: 0/125, loss: 1.6164, acc: 0.1441
(TESTING) task: 31, epoch: 0/125, loss: 1.6012, acc: 0.2000
(TRAINING) task: 31, epoch: 1/125, loss: 1.6117, acc: 0.2034
(TESTING) task: 31, epoch: 1/125, loss: 1.5998, acc: 0.2000
(TRAINING) task: 31, epoch: 2/125, loss: 1.6069, acc: 0.2458
(TESTING) task: 31, epoch: 2/125, loss: 1.5986, acc: 0.2000
(TRAINING) task: 31, epoch: 3/125, loss: 1.6022, acc: 0.2797
(TESTING) task: 31, epoch: 3/125, loss: 1.5975, acc: 0.2000
(TRAINING) task: 31, epoch: 4/125, loss: 1.5975, acc: 0.3136
(TESTING) task: 31, epoch: 4/125, loss: 1.5964, acc: 0.2667
(TRAINING) task: 31, epoch: 5/125, loss: 1.5930, acc: 0.3390
(TESTING) task: 31, epoch: 5/125, loss: 1.5952, acc: 0.3333
(TRAINING) task: 31, epoch: 6/125, loss: 1.5883, acc: 0.3898
(TESTING) task: 31, epoch: 6/125, loss: 1.5939, acc: 0.3333
(TRAINING) task: 31, epoch: 7/125, loss: 1.5837, acc: 0.4407
(TESTING) task: 31, epoch: 7/125, loss: 1.5927, acc: 0.4000
(TRAINING) task: 31, epoch: 8/125, loss: 1.5790, acc: 0.4831
(TESTING) task: 31, epoch: 8/125, loss: 1.5916, acc: 0.4667
(TRAINING) task: 31, epoch: 9/125, loss: 1.5744, acc: 0.5424
(TESTING) task: 31, epoch: 9/125, loss: 1.5904, acc: 0.4667
(TRAINING) task: 31, epoch: 10/125, loss: 1.5699, acc: 0.5932
(TESTING) task: 31, epoch: 10/125, loss: 1.5892, acc: 0.6000
(TRAINING) task: 31, epoch: 11/125, loss: 1.5652, acc: 0.6186
(TESTING) task: 31, epoch: 11/125, loss: 1.5882, acc: 0.6000
(TRAINING) task: 31, epoch: 12/125, loss: 1.5604, acc: 0.6271
(TESTING) task: 31, epoch: 12/125, loss: 1.5868, acc: 0.6000
(TRAINING) task: 31, epoch: 13/125, loss: 1.5557, acc: 0.6441
(TESTING) task: 31, epoch: 13/125, loss: 1.5857, acc: 0.5333
(TRAINING) task: 31, epoch: 14/125, loss: 1.5509, acc: 0.6525
(TESTING) task: 31, epoch: 14/125, loss: 1.5844, acc: 0.5333
(TRAINING) task: 31, epoch: 15/125, loss: 1.5461, acc: 0.6864
(TESTING) task: 31, epoch: 15/125, loss: 1.5830, acc: 0.5333
(TRAINING) task: 31, epoch: 16/125, loss: 1.5411, acc: 0.6949
(TESTING) task: 31, epoch: 16/125, loss: 1.5815, acc: 0.5333
(TRAINING) task: 31, epoch: 17/125, loss: 1.5359, acc: 0.7373
(TESTING) task: 31, epoch: 17/125, loss: 1.5805, acc: 0.6000
(TRAINING) task: 31, epoch: 18/125, loss: 1.5308, acc: 0.7712
(TESTING) task: 31, epoch: 18/125, loss: 1.5783, acc: 0.6000
(TRAINING) task: 31, epoch: 19/125, loss: 1.5257, acc: 0.7797
(TESTING) task: 31, epoch: 19/125, loss: 1.5765, acc: 0.6667
(TRAINING) task: 31, epoch: 20/125, loss: 1.5203, acc: 0.7797
(TESTING) task: 31, epoch: 20/125, loss: 1.5753, acc: 0.7333
(TRAINING) task: 31, epoch: 21/125, loss: 1.5151, acc: 0.7966
(TESTING) task: 31, epoch: 21/125, loss: 1.5726, acc: 0.7333
(TRAINING) task: 31, epoch: 22/125, loss: 1.5099, acc: 0.8051
(TESTING) task: 31, epoch: 22/125, loss: 1.5708, acc: 0.7333
(TRAINING) task: 31, epoch: 23/125, loss: 1.5047, acc: 0.8136
(TESTING) task: 31, epoch: 23/125, loss: 1.5686, acc: 0.7333
(TRAINING) task: 31, epoch: 24/125, loss: 1.4995, acc: 0.8305
(TESTING) task: 31, epoch: 24/125, loss: 1.5664, acc: 0.7333
(TRAINING) task: 31, epoch: 25/125, loss: 1.4941, acc: 0.8475
(TESTING) task: 31, epoch: 25/125, loss: 1.5646, acc: 0.6667
(TRAINING) task: 31, epoch: 26/125, loss: 1.4890, acc: 0.8475
(TESTING) task: 31, epoch: 26/125, loss: 1.5624, acc: 0.6667
(TRAINING) task: 31, epoch: 27/125, loss: 1.4841, acc: 0.8644
(TESTING) task: 31, epoch: 27/125, loss: 1.5606, acc: 0.6667
(TRAINING) task: 31, epoch: 28/125, loss: 1.4787, acc: 0.8729
(TESTING) task: 31, epoch: 28/125, loss: 1.5583, acc: 0.6000
(TRAINING) task: 31, epoch: 29/125, loss: 1.4738, acc: 0.8814
(TESTING) task: 31, epoch: 29/125, loss: 1.5560, acc: 0.7333
(TRAINING) task: 31, epoch: 30/125, loss: 1.4685, acc: 0.8814
(TESTING) task: 31, epoch: 30/125, loss: 1.5551, acc: 0.7333
(TRAINING) task: 31, epoch: 31/125, loss: 1.4631, acc: 0.8983
(TESTING) task: 31, epoch: 31/125, loss: 1.5529, acc: 0.6667
(TRAINING) task: 31, epoch: 32/125, loss: 1.4581, acc: 0.8983
(TESTING) task: 31, epoch: 32/125, loss: 1.5514, acc: 0.6000
(TRAINING) task: 31, epoch: 33/125, loss: 1.4531, acc: 0.9068
(TESTING) task: 31, epoch: 33/125, loss: 1.5494, acc: 0.5333
(TRAINING) task: 31, epoch: 34/125, loss: 1.4482, acc: 0.8983
(TESTING) task: 31, epoch: 34/125, loss: 1.5480, acc: 0.5333
(TRAINING) task: 31, epoch: 35/125, loss: 1.4432, acc: 0.8983
(TESTING) task: 31, epoch: 35/125, loss: 1.5460, acc: 0.5333
(TRAINING) task: 31, epoch: 36/125, loss: 1.4386, acc: 0.9068
(TESTING) task: 31, epoch: 36/125, loss: 1.5448, acc: 0.5333
(TRAINING) task: 31, epoch: 37/125, loss: 1.4337, acc: 0.9153
(TESTING) task: 31, epoch: 37/125, loss: 1.5432, acc: 0.5333
(TRAINING) task: 31, epoch: 38/125, loss: 1.4283, acc: 0.9237
(TESTING) task: 31, epoch: 38/125, loss: 1.5413, acc: 0.5333
(TRAINING) task: 31, epoch: 39/125, loss: 1.4232, acc: 0.9322
(TESTING) task: 31, epoch: 39/125, loss: 1.5401, acc: 0.5333
(TRAINING) task: 31, epoch: 40/125, loss: 1.4183, acc: 0.9492
(TESTING) task: 31, epoch: 40/125, loss: 1.5381, acc: 0.5333
(TRAINING) task: 31, epoch: 41/125, loss: 1.4124, acc: 0.9492
(TESTING) task: 31, epoch: 41/125, loss: 1.5359, acc: 0.4667
(TRAINING) task: 31, epoch: 42/125, loss: 1.4069, acc: 0.9492
(TESTING) task: 31, epoch: 42/125, loss: 1.5345, acc: 0.4667
(TRAINING) task: 31, epoch: 43/125, loss: 1.4011, acc: 0.9492
(TESTING) task: 31, epoch: 43/125, loss: 1.5330, acc: 0.4667
(TRAINING) task: 31, epoch: 44/125, loss: 1.3948, acc: 0.9492
(TESTING) task: 31, epoch: 44/125, loss: 1.5311, acc: 0.4667
(TRAINING) task: 31, epoch: 45/125, loss: 1.3888, acc: 0.9492
(TESTING) task: 31, epoch: 45/125, loss: 1.5299, acc: 0.4667
(TRAINING) task: 31, epoch: 46/125, loss: 1.3828, acc: 0.9576
(TESTING) task: 31, epoch: 46/125, loss: 1.5287, acc: 0.4667
(TRAINING) task: 31, epoch: 47/125, loss: 1.3760, acc: 0.9576
(TESTING) task: 31, epoch: 47/125, loss: 1.5273, acc: 0.4667
(TRAINING) task: 31, epoch: 48/125, loss: 1.3698, acc: 0.9576
(TESTING) task: 31, epoch: 48/125, loss: 1.5259, acc: 0.4667
(TRAINING) task: 31, epoch: 49/125, loss: 1.3631, acc: 0.9492
(TESTING) task: 31, epoch: 49/125, loss: 1.5242, acc: 0.4667
(TRAINING) task: 31, epoch: 50/125, loss: 1.3568, acc: 0.9407
(TESTING) task: 31, epoch: 50/125, loss: 1.5233, acc: 0.4667
(TRAINING) task: 31, epoch: 51/125, loss: 1.3507, acc: 0.9492
(TESTING) task: 31, epoch: 51/125, loss: 1.5211, acc: 0.4667
(TRAINING) task: 31, epoch: 52/125, loss: 1.3445, acc: 0.9492
(TESTING) task: 31, epoch: 52/125, loss: 1.5200, acc: 0.4667
(TRAINING) task: 31, epoch: 53/125, loss: 1.3390, acc: 0.9492
(TESTING) task: 31, epoch: 53/125, loss: 1.5183, acc: 0.5333
(TRAINING) task: 31, epoch: 54/125, loss: 1.3327, acc: 0.9492
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(TRAINING) task: 31, epoch: 55/125, loss: 1.3280, acc: 0.9492
(TESTING) task: 31, epoch: 55/125, loss: 1.5151, acc: 0.5333
(TRAINING) task: 31, epoch: 56/125, loss: 1.3221, acc: 0.9492
(TESTING) task: 31, epoch: 56/125, loss: 1.5133, acc: 0.5333
(TRAINING) task: 31, epoch: 57/125, loss: 1.3177, acc: 0.9407
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(TRAINING) task: 31, epoch: 58/125, loss: 1.3124, acc: 0.9576
(TESTING) task: 31, epoch: 58/125, loss: 1.5106, acc: 0.5333
(TRAINING) task: 31, epoch: 59/125, loss: 1.3080, acc: 0.9492
(TESTING) task: 31, epoch: 59/125, loss: 1.5086, acc: 0.5333
(TRAINING) task: 31, epoch: 60/125, loss: 1.3025, acc: 0.9661
(TESTING) task: 31, epoch: 60/125, loss: 1.5074, acc: 0.4667
(TRAINING) task: 31, epoch: 61/125, loss: 1.2975, acc: 0.9661
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(TRAINING) task: 31, epoch: 62/125, loss: 1.2939, acc: 0.9661
(TESTING) task: 31, epoch: 62/125, loss: 1.5033, acc: 0.4667
(TRAINING) task: 31, epoch: 63/125, loss: 1.2889, acc: 0.9661
(TESTING) task: 31, epoch: 63/125, loss: 1.5006, acc: 0.4667
(TRAINING) task: 31, epoch: 64/125, loss: 1.2858, acc: 0.9746
(TESTING) task: 31, epoch: 64/125, loss: 1.4987, acc: 0.4667
(TRAINING) task: 31, epoch: 65/125, loss: 1.2811, acc: 0.9831
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(TRAINING) task: 31, epoch: 66/125, loss: 1.2764, acc: 0.9831
(TESTING) task: 31, epoch: 66/125, loss: 1.4935, acc: 0.4667
(TRAINING) task: 31, epoch: 67/125, loss: 1.2718, acc: 0.9831
(TESTING) task: 31, epoch: 67/125, loss: 1.4908, acc: 0.4667
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(TESTING) task: 31, epoch: 68/125, loss: 1.4880, acc: 0.5333
(TRAINING) task: 31, epoch: 69/125, loss: 1.2632, acc: 0.9831
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(TRAINING) task: 31, epoch: 70/125, loss: 1.2585, acc: 0.9831
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(TRAINING) task: 31, epoch: 71/125, loss: 1.2541, acc: 0.9831
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(TRAINING) task: 31, epoch: 72/125, loss: 1.2501, acc: 0.9831
(TESTING) task: 31, epoch: 72/125, loss: 1.4739, acc: 0.6000
(TRAINING) task: 31, epoch: 73/125, loss: 1.2456, acc: 0.9831
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(TRAINING) task: 31, epoch: 75/125, loss: 1.2378, acc: 0.9831
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(TRAINING) task: 31, epoch: 76/125, loss: 1.2329, acc: 0.9831
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(TRAINING) task: 31, epoch: 78/125, loss: 1.2247, acc: 0.9831
(TESTING) task: 31, epoch: 78/125, loss: 1.4490, acc: 0.6000
(TRAINING) task: 31, epoch: 79/125, loss: 1.2197, acc: 0.9831
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(TRAINING) task: 31, epoch: 80/125, loss: 1.2160, acc: 0.9831
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(TRAINING) task: 31, epoch: 82/125, loss: 1.2073, acc: 0.9831
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(TRAINING) task: 31, epoch: 83/125, loss: 1.2020, acc: 0.9831
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(TRAINING) task: 31, epoch: 84/125, loss: 1.1969, acc: 0.9831
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(TRAINING) task: 31, epoch: 101/125, loss: 1.1245, acc: 0.9576
(TESTING) task: 31, epoch: 101/125, loss: 1.3804, acc: 0.5333
(TRAINING) task: 31, epoch: 102/125, loss: 1.1226, acc: 0.9492
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(TRAINING) task: 31, epoch: 121/125, loss: 1.1058, acc: 0.9322
(TESTING) task: 31, epoch: 121/125, loss: 1.3994, acc: 0.4667
(TRAINING) task: 31, epoch: 122/125, loss: 1.1001, acc: 0.9322
(TESTING) task: 31, epoch: 122/125, loss: 1.3958, acc: 0.4667
(TRAINING) task: 31, epoch: 123/125, loss: 1.0967, acc: 0.9237
(TESTING) task: 31, epoch: 123/125, loss: 1.3912, acc: 0.4667
(TRAINING) task: 31, epoch: 124/125, loss: 1.0915, acc: 0.9237
(TESTING) task: 31, epoch: 124/125, loss: 1.3858, acc: 0.5333
#params=56069
(TRAINING) task: 32, epoch: 0/125, loss: 1.6185, acc: 0.1223
(TESTING) task: 32, epoch: 0/125, loss: 1.6362, acc: 0.0625
(TRAINING) task: 32, epoch: 1/125, loss: 1.6143, acc: 0.1583
(TESTING) task: 32, epoch: 1/125, loss: 1.6057, acc: 0.2812
(TRAINING) task: 32, epoch: 2/125, loss: 1.6100, acc: 0.1942
(TESTING) task: 32, epoch: 2/125, loss: 1.6309, acc: 0.0625
(TRAINING) task: 32, epoch: 3/125, loss: 1.6056, acc: 0.2446
(TESTING) task: 32, epoch: 3/125, loss: 1.6323, acc: 0.0625
(TRAINING) task: 32, epoch: 4/125, loss: 1.6014, acc: 0.2806
(TESTING) task: 32, epoch: 4/125, loss: 1.6043, acc: 0.3125
(TRAINING) task: 32, epoch: 5/125, loss: 1.5970, acc: 0.3094
(TESTING) task: 32, epoch: 5/125, loss: 1.6078, acc: 0.0938
(TRAINING) task: 32, epoch: 6/125, loss: 1.5926, acc: 0.3525
(TESTING) task: 32, epoch: 6/125, loss: 1.6116, acc: 0.0938
(TRAINING) task: 32, epoch: 7/125, loss: 1.5883, acc: 0.4029
(TESTING) task: 32, epoch: 7/125, loss: 1.6086, acc: 0.3750
(TRAINING) task: 32, epoch: 8/125, loss: 1.5838, acc: 0.4604
(TESTING) task: 32, epoch: 8/125, loss: 1.6009, acc: 0.3750
(TRAINING) task: 32, epoch: 9/125, loss: 1.5796, acc: 0.5036
(TESTING) task: 32, epoch: 9/125, loss: 1.6053, acc: 0.3750
(TRAINING) task: 32, epoch: 10/125, loss: 1.5752, acc: 0.5252
(TESTING) task: 32, epoch: 10/125, loss: 1.6017, acc: 0.3750
(TRAINING) task: 32, epoch: 11/125, loss: 1.5707, acc: 0.5540
(TESTING) task: 32, epoch: 11/125, loss: 1.5851, acc: 0.3750
(TRAINING) task: 32, epoch: 12/125, loss: 1.5661, acc: 0.5899
(TESTING) task: 32, epoch: 12/125, loss: 1.6167, acc: 0.1562
(TRAINING) task: 32, epoch: 13/125, loss: 1.5614, acc: 0.6259
(TESTING) task: 32, epoch: 13/125, loss: 1.6112, acc: 0.1562
(TRAINING) task: 32, epoch: 14/125, loss: 1.5565, acc: 0.6331
(TESTING) task: 32, epoch: 14/125, loss: 1.5890, acc: 0.4062
(TRAINING) task: 32, epoch: 15/125, loss: 1.5515, acc: 0.6691
(TESTING) task: 32, epoch: 15/125, loss: 1.6053, acc: 0.4062
(TRAINING) task: 32, epoch: 16/125, loss: 1.5463, acc: 0.6906
(TESTING) task: 32, epoch: 16/125, loss: 1.6077, acc: 0.1875
(TRAINING) task: 32, epoch: 17/125, loss: 1.5410, acc: 0.7194
(TESTING) task: 32, epoch: 17/125, loss: 1.6068, acc: 0.4688
(TRAINING) task: 32, epoch: 18/125, loss: 1.5357, acc: 0.7410
(TESTING) task: 32, epoch: 18/125, loss: 1.5742, acc: 0.6875
(TRAINING) task: 32, epoch: 19/125, loss: 1.5301, acc: 0.7482
(TESTING) task: 32, epoch: 19/125, loss: 1.5837, acc: 0.5000
(TRAINING) task: 32, epoch: 20/125, loss: 1.5245, acc: 0.7482
(TESTING) task: 32, epoch: 20/125, loss: 1.5952, acc: 0.2812
(TRAINING) task: 32, epoch: 21/125, loss: 1.5188, acc: 0.7626
(TESTING) task: 32, epoch: 21/125, loss: 1.5576, acc: 0.7188
(TRAINING) task: 32, epoch: 22/125, loss: 1.5128, acc: 0.7626
(TESTING) task: 32, epoch: 22/125, loss: 1.5457, acc: 0.7188
(TRAINING) task: 32, epoch: 23/125, loss: 1.5069, acc: 0.7842
(TESTING) task: 32, epoch: 23/125, loss: 1.5796, acc: 0.5000
(TRAINING) task: 32, epoch: 24/125, loss: 1.5011, acc: 0.8058
(TESTING) task: 32, epoch: 24/125, loss: 1.6055, acc: 0.2812
(TRAINING) task: 32, epoch: 25/125, loss: 1.4947, acc: 0.8058
(TESTING) task: 32, epoch: 25/125, loss: 1.5934, acc: 0.5000
(TRAINING) task: 32, epoch: 26/125, loss: 1.4886, acc: 0.8129
(TESTING) task: 32, epoch: 26/125, loss: 1.5679, acc: 0.5000
(TRAINING) task: 32, epoch: 27/125, loss: 1.4827, acc: 0.8201
(TESTING) task: 32, epoch: 27/125, loss: 1.5360, acc: 0.5000
(TRAINING) task: 32, epoch: 28/125, loss: 1.4763, acc: 0.8273
(TESTING) task: 32, epoch: 28/125, loss: 1.5702, acc: 0.5000
(TRAINING) task: 32, epoch: 29/125, loss: 1.4702, acc: 0.8273
(TESTING) task: 32, epoch: 29/125, loss: 1.5729, acc: 0.5000
(TRAINING) task: 32, epoch: 30/125, loss: 1.4638, acc: 0.8273
(TESTING) task: 32, epoch: 30/125, loss: 1.5106, acc: 0.7188
(TRAINING) task: 32, epoch: 31/125, loss: 1.4577, acc: 0.8129
(TESTING) task: 32, epoch: 31/125, loss: 1.5202, acc: 0.5312
(TRAINING) task: 32, epoch: 32/125, loss: 1.4519, acc: 0.8129
(TESTING) task: 32, epoch: 32/125, loss: 1.5149, acc: 0.7500
(TRAINING) task: 32, epoch: 33/125, loss: 1.4457, acc: 0.8201
(TESTING) task: 32, epoch: 33/125, loss: 1.5192, acc: 0.7500
(TRAINING) task: 32, epoch: 34/125, loss: 1.4399, acc: 0.8201
(TESTING) task: 32, epoch: 34/125, loss: 1.5577, acc: 0.5312
(TRAINING) task: 32, epoch: 35/125, loss: 1.4338, acc: 0.8201
(TESTING) task: 32, epoch: 35/125, loss: 1.5201, acc: 0.7500
(TRAINING) task: 32, epoch: 36/125, loss: 1.4280, acc: 0.8058
(TESTING) task: 32, epoch: 36/125, loss: 1.4961, acc: 0.5312
(TRAINING) task: 32, epoch: 37/125, loss: 1.4217, acc: 0.7986
(TESTING) task: 32, epoch: 37/125, loss: 1.5617, acc: 0.3125
(TRAINING) task: 32, epoch: 38/125, loss: 1.4158, acc: 0.7914
(TESTING) task: 32, epoch: 38/125, loss: 1.4855, acc: 0.5312
(TRAINING) task: 32, epoch: 39/125, loss: 1.4097, acc: 0.7842
(TESTING) task: 32, epoch: 39/125, loss: 1.5781, acc: 0.3125
(TRAINING) task: 32, epoch: 40/125, loss: 1.4035, acc: 0.7842
(TESTING) task: 32, epoch: 40/125, loss: 1.5115, acc: 0.5312
(TRAINING) task: 32, epoch: 41/125, loss: 1.3972, acc: 0.7842
(TESTING) task: 32, epoch: 41/125, loss: 1.4978, acc: 0.5312
(TRAINING) task: 32, epoch: 42/125, loss: 1.3907, acc: 0.7842
(TESTING) task: 32, epoch: 42/125, loss: 1.5496, acc: 0.5312
(TRAINING) task: 32, epoch: 43/125, loss: 1.3847, acc: 0.7770
(TESTING) task: 32, epoch: 43/125, loss: 1.5829, acc: 0.3125
(TRAINING) task: 32, epoch: 44/125, loss: 1.3783, acc: 0.7842
(TESTING) task: 32, epoch: 44/125, loss: 1.4886, acc: 0.5312
(TRAINING) task: 32, epoch: 45/125, loss: 1.3719, acc: 0.7770
(TESTING) task: 32, epoch: 45/125, loss: 1.5494, acc: 0.3125
(TRAINING) task: 32, epoch: 46/125, loss: 1.3657, acc: 0.7770
(TESTING) task: 32, epoch: 46/125, loss: 1.4774, acc: 0.5312
(TRAINING) task: 32, epoch: 47/125, loss: 1.3599, acc: 0.7698
(TESTING) task: 32, epoch: 47/125, loss: 1.5088, acc: 0.3125
(TRAINING) task: 32, epoch: 48/125, loss: 1.3533, acc: 0.7698
(TESTING) task: 32, epoch: 48/125, loss: 1.3611, acc: 0.7812
(TRAINING) task: 32, epoch: 49/125, loss: 1.3479, acc: 0.7698
(TESTING) task: 32, epoch: 49/125, loss: 1.4626, acc: 0.7812
(TRAINING) task: 32, epoch: 50/125, loss: 1.3420, acc: 0.7698
(TESTING) task: 32, epoch: 50/125, loss: 1.4927, acc: 0.5625
(TRAINING) task: 32, epoch: 51/125, loss: 1.3365, acc: 0.7698
(TESTING) task: 32, epoch: 51/125, loss: 1.4690, acc: 0.5625
(TRAINING) task: 32, epoch: 52/125, loss: 1.3311, acc: 0.7698
(TESTING) task: 32, epoch: 52/125, loss: 1.4548, acc: 0.5625
(TRAINING) task: 32, epoch: 53/125, loss: 1.3258, acc: 0.7698
(TESTING) task: 32, epoch: 53/125, loss: 1.4962, acc: 0.5625
(TRAINING) task: 32, epoch: 54/125, loss: 1.3204, acc: 0.7626
(TESTING) task: 32, epoch: 54/125, loss: 1.4586, acc: 0.5625
(TRAINING) task: 32, epoch: 55/125, loss: 1.3154, acc: 0.7626
(TESTING) task: 32, epoch: 55/125, loss: 1.4548, acc: 0.5625
(TRAINING) task: 32, epoch: 56/125, loss: 1.3101, acc: 0.7626
(TESTING) task: 32, epoch: 56/125, loss: 1.4427, acc: 0.5625
(TRAINING) task: 32, epoch: 57/125, loss: 1.3050, acc: 0.7554
(TESTING) task: 32, epoch: 57/125, loss: 1.3081, acc: 0.7812
(TRAINING) task: 32, epoch: 58/125, loss: 1.2995, acc: 0.7554
(TESTING) task: 32, epoch: 58/125, loss: 1.4651, acc: 0.5625
(TRAINING) task: 32, epoch: 59/125, loss: 1.2940, acc: 0.7554
(TESTING) task: 32, epoch: 59/125, loss: 1.4962, acc: 0.5625
(TRAINING) task: 32, epoch: 60/125, loss: 1.2890, acc: 0.7410
(TESTING) task: 32, epoch: 60/125, loss: 1.4048, acc: 0.5625
(TRAINING) task: 32, epoch: 61/125, loss: 1.2841, acc: 0.7266
(TESTING) task: 32, epoch: 61/125, loss: 1.4454, acc: 0.5625
(TRAINING) task: 32, epoch: 62/125, loss: 1.2793, acc: 0.7194
(TESTING) task: 32, epoch: 62/125, loss: 1.3217, acc: 0.7812
(TRAINING) task: 32, epoch: 63/125, loss: 1.2746, acc: 0.7122
(TESTING) task: 32, epoch: 63/125, loss: 1.3804, acc: 0.5625
(TRAINING) task: 32, epoch: 64/125, loss: 1.2699, acc: 0.7122
(TESTING) task: 32, epoch: 64/125, loss: 1.3364, acc: 0.7812
(TRAINING) task: 32, epoch: 65/125, loss: 1.2656, acc: 0.7122
(TESTING) task: 32, epoch: 65/125, loss: 1.3448, acc: 0.7812
(TRAINING) task: 32, epoch: 66/125, loss: 1.2608, acc: 0.7122
(TESTING) task: 32, epoch: 66/125, loss: 1.4461, acc: 0.5625
(TRAINING) task: 32, epoch: 67/125, loss: 1.2566, acc: 0.7122
(TESTING) task: 32, epoch: 67/125, loss: 1.4835, acc: 0.3438
(TRAINING) task: 32, epoch: 68/125, loss: 1.2526, acc: 0.7122
(TESTING) task: 32, epoch: 68/125, loss: 1.4573, acc: 0.5625
(TRAINING) task: 32, epoch: 69/125, loss: 1.2491, acc: 0.7122
(TESTING) task: 32, epoch: 69/125, loss: 1.4056, acc: 0.5625
(TRAINING) task: 32, epoch: 70/125, loss: 1.2456, acc: 0.7122
(TESTING) task: 32, epoch: 70/125, loss: 1.3329, acc: 0.7812
(TRAINING) task: 32, epoch: 71/125, loss: 1.2422, acc: 0.7122
(TESTING) task: 32, epoch: 71/125, loss: 1.5456, acc: 0.3438
(TRAINING) task: 32, epoch: 72/125, loss: 1.2395, acc: 0.7122
(TESTING) task: 32, epoch: 72/125, loss: 1.5288, acc: 0.3438
(TRAINING) task: 32, epoch: 73/125, loss: 1.2365, acc: 0.7122
(TESTING) task: 32, epoch: 73/125, loss: 1.3550, acc: 0.5625
(TRAINING) task: 32, epoch: 74/125, loss: 1.2340, acc: 0.7122
(TESTING) task: 32, epoch: 74/125, loss: 1.5076, acc: 0.3438
(TRAINING) task: 32, epoch: 75/125, loss: 1.2311, acc: 0.7050
(TESTING) task: 32, epoch: 75/125, loss: 1.5252, acc: 0.3438
(TRAINING) task: 32, epoch: 76/125, loss: 1.2287, acc: 0.7050
(TESTING) task: 32, epoch: 76/125, loss: 1.2713, acc: 0.7812
(TRAINING) task: 32, epoch: 77/125, loss: 1.2266, acc: 0.6978
(TESTING) task: 32, epoch: 77/125, loss: 1.2674, acc: 0.7812
(TRAINING) task: 32, epoch: 78/125, loss: 1.2241, acc: 0.7050
(TESTING) task: 32, epoch: 78/125, loss: 1.2550, acc: 0.7812
(TRAINING) task: 32, epoch: 79/125, loss: 1.2222, acc: 0.7050
(TESTING) task: 32, epoch: 79/125, loss: 1.3797, acc: 0.5625
(TRAINING) task: 32, epoch: 80/125, loss: 1.2199, acc: 0.6978
(TESTING) task: 32, epoch: 80/125, loss: 1.5001, acc: 0.3438
(TRAINING) task: 32, epoch: 81/125, loss: 1.2179, acc: 0.6978
(TESTING) task: 32, epoch: 81/125, loss: 1.2454, acc: 0.7812
(TRAINING) task: 32, epoch: 82/125, loss: 1.2154, acc: 0.6978
(TESTING) task: 32, epoch: 82/125, loss: 1.5219, acc: 0.3438
(TRAINING) task: 32, epoch: 83/125, loss: 1.2127, acc: 0.6978
(TESTING) task: 32, epoch: 83/125, loss: 1.2567, acc: 0.7812
(TRAINING) task: 32, epoch: 84/125, loss: 1.2105, acc: 0.6978
(TESTING) task: 32, epoch: 84/125, loss: 1.3578, acc: 0.5625
(TRAINING) task: 32, epoch: 85/125, loss: 1.2080, acc: 0.7050
(TESTING) task: 32, epoch: 85/125, loss: 1.3543, acc: 0.5625
(TRAINING) task: 32, epoch: 86/125, loss: 1.2048, acc: 0.7050
(TESTING) task: 32, epoch: 86/125, loss: 1.2440, acc: 0.7812
(TRAINING) task: 32, epoch: 87/125, loss: 1.2020, acc: 0.7050
(TESTING) task: 32, epoch: 87/125, loss: 1.4866, acc: 0.3438
(TRAINING) task: 32, epoch: 88/125, loss: 1.1999, acc: 0.7050
(TESTING) task: 32, epoch: 88/125, loss: 1.2354, acc: 0.7812
(TRAINING) task: 32, epoch: 89/125, loss: 1.1969, acc: 0.7050
(TESTING) task: 32, epoch: 89/125, loss: 1.3396, acc: 0.5625
(TRAINING) task: 32, epoch: 90/125, loss: 1.1939, acc: 0.7050
(TESTING) task: 32, epoch: 90/125, loss: 1.3705, acc: 0.5625
(TRAINING) task: 32, epoch: 91/125, loss: 1.1910, acc: 0.7050
(TESTING) task: 32, epoch: 91/125, loss: 1.3415, acc: 0.5625
(TRAINING) task: 32, epoch: 92/125, loss: 1.1884, acc: 0.6978
(TESTING) task: 32, epoch: 92/125, loss: 1.3357, acc: 0.5625
(TRAINING) task: 32, epoch: 93/125, loss: 1.1855, acc: 0.6978
(TESTING) task: 32, epoch: 93/125, loss: 1.1947, acc: 0.7812
(TRAINING) task: 32, epoch: 94/125, loss: 1.1827, acc: 0.7050
(TESTING) task: 32, epoch: 94/125, loss: 1.2120, acc: 0.7812
(TRAINING) task: 32, epoch: 95/125, loss: 1.1798, acc: 0.7050
(TESTING) task: 32, epoch: 95/125, loss: 1.1822, acc: 0.7812
(TRAINING) task: 32, epoch: 96/125, loss: 1.1769, acc: 0.7050
(TESTING) task: 32, epoch: 96/125, loss: 1.1765, acc: 0.7812
(TRAINING) task: 32, epoch: 97/125, loss: 1.1741, acc: 0.7050
(TESTING) task: 32, epoch: 97/125, loss: 1.1654, acc: 0.7812
(TRAINING) task: 32, epoch: 98/125, loss: 1.1720, acc: 0.7194
(TESTING) task: 32, epoch: 98/125, loss: 1.1977, acc: 0.7812
(TRAINING) task: 32, epoch: 99/125, loss: 1.1696, acc: 0.7338
(TESTING) task: 32, epoch: 99/125, loss: 1.1900, acc: 0.7812
(TRAINING) task: 32, epoch: 100/125, loss: 1.1673, acc: 0.7482
(TESTING) task: 32, epoch: 100/125, loss: 1.4899, acc: 0.3438
(TRAINING) task: 32, epoch: 101/125, loss: 1.1648, acc: 0.7482
(TESTING) task: 32, epoch: 101/125, loss: 1.1565, acc: 0.7812
(TRAINING) task: 32, epoch: 102/125, loss: 1.1627, acc: 0.7554
(TESTING) task: 32, epoch: 102/125, loss: 1.1838, acc: 0.7812
(TRAINING) task: 32, epoch: 103/125, loss: 1.1605, acc: 0.7554
(TESTING) task: 32, epoch: 103/125, loss: 1.1606, acc: 0.7812
(TRAINING) task: 32, epoch: 104/125, loss: 1.1583, acc: 0.7698
(TESTING) task: 32, epoch: 104/125, loss: 1.3342, acc: 0.5625
(TRAINING) task: 32, epoch: 105/125, loss: 1.1559, acc: 0.7842
(TESTING) task: 32, epoch: 105/125, loss: 1.1571, acc: 0.7812
(TRAINING) task: 32, epoch: 106/125, loss: 1.1541, acc: 0.7914
(TESTING) task: 32, epoch: 106/125, loss: 1.1986, acc: 0.7812
(TRAINING) task: 32, epoch: 107/125, loss: 1.1524, acc: 0.7914
(TESTING) task: 32, epoch: 107/125, loss: 1.4969, acc: 0.3438
(TRAINING) task: 32, epoch: 108/125, loss: 1.1508, acc: 0.7986
(TESTING) task: 32, epoch: 108/125, loss: 1.4688, acc: 0.3438
(TRAINING) task: 32, epoch: 109/125, loss: 1.1490, acc: 0.7986
(TESTING) task: 32, epoch: 109/125, loss: 1.1998, acc: 0.7812
(TRAINING) task: 32, epoch: 110/125, loss: 1.1478, acc: 0.7986
(TESTING) task: 32, epoch: 110/125, loss: 1.2951, acc: 0.5625
(TRAINING) task: 32, epoch: 111/125, loss: 1.1462, acc: 0.8058
(TESTING) task: 32, epoch: 111/125, loss: 1.2231, acc: 0.7812
(TRAINING) task: 32, epoch: 112/125, loss: 1.1456, acc: 0.8058
(TESTING) task: 32, epoch: 112/125, loss: 1.3793, acc: 0.5625
(TRAINING) task: 32, epoch: 113/125, loss: 1.1444, acc: 0.8058
(TESTING) task: 32, epoch: 113/125, loss: 1.3782, acc: 0.5625
(TRAINING) task: 32, epoch: 114/125, loss: 1.1433, acc: 0.8273
(TESTING) task: 32, epoch: 114/125, loss: 1.1794, acc: 0.7812
(TRAINING) task: 32, epoch: 115/125, loss: 1.1419, acc: 0.8273
(TESTING) task: 32, epoch: 115/125, loss: 1.3031, acc: 0.5625
(TRAINING) task: 32, epoch: 116/125, loss: 1.1410, acc: 0.8273
(TESTING) task: 32, epoch: 116/125, loss: 1.1769, acc: 0.7812
(TRAINING) task: 32, epoch: 117/125, loss: 1.1394, acc: 0.8345
(TESTING) task: 32, epoch: 117/125, loss: 1.5406, acc: 0.3438
(TRAINING) task: 32, epoch: 118/125, loss: 1.1381, acc: 0.8417
(TESTING) task: 32, epoch: 118/125, loss: 1.4036, acc: 0.5625
(TRAINING) task: 32, epoch: 119/125, loss: 1.1366, acc: 0.8489
(TESTING) task: 32, epoch: 119/125, loss: 1.1822, acc: 0.7812
(TRAINING) task: 32, epoch: 120/125, loss: 1.1353, acc: 0.8489
(TESTING) task: 32, epoch: 120/125, loss: 1.3523, acc: 0.5625
(TRAINING) task: 32, epoch: 121/125, loss: 1.1338, acc: 0.8705
(TESTING) task: 32, epoch: 121/125, loss: 1.1676, acc: 0.7812
(TRAINING) task: 32, epoch: 122/125, loss: 1.1326, acc: 0.8705
(TESTING) task: 32, epoch: 122/125, loss: 1.1933, acc: 0.7812
(TRAINING) task: 32, epoch: 123/125, loss: 1.1310, acc: 0.8777
(TESTING) task: 32, epoch: 123/125, loss: 1.3426, acc: 0.5625
(TRAINING) task: 32, epoch: 124/125, loss: 1.1299, acc: 0.8849
(TESTING) task: 32, epoch: 124/125, loss: 1.5114, acc: 0.3438
#params=56069
(TRAINING) task: 33, epoch: 0/125, loss: 1.6121, acc: 0.1513
(TESTING) task: 33, epoch: 0/125, loss: 1.5910, acc: 0.3571
(TRAINING) task: 33, epoch: 1/125, loss: 1.6072, acc: 0.1597
(TESTING) task: 33, epoch: 1/125, loss: 1.5894, acc: 0.2857
(TRAINING) task: 33, epoch: 2/125, loss: 1.6022, acc: 0.2185
(TESTING) task: 33, epoch: 2/125, loss: 1.5883, acc: 0.2857
(TRAINING) task: 33, epoch: 3/125, loss: 1.5973, acc: 0.2941
(TESTING) task: 33, epoch: 3/125, loss: 1.5867, acc: 0.2857
(TRAINING) task: 33, epoch: 4/125, loss: 1.5927, acc: 0.3697
(TESTING) task: 33, epoch: 4/125, loss: 1.5852, acc: 0.3571
(TRAINING) task: 33, epoch: 5/125, loss: 1.5879, acc: 0.4202
(TESTING) task: 33, epoch: 5/125, loss: 1.5838, acc: 0.3571
(TRAINING) task: 33, epoch: 6/125, loss: 1.5832, acc: 0.4790
(TESTING) task: 33, epoch: 6/125, loss: 1.5823, acc: 0.3571
(TRAINING) task: 33, epoch: 7/125, loss: 1.5786, acc: 0.5126
(TESTING) task: 33, epoch: 7/125, loss: 1.5804, acc: 0.3571
(TRAINING) task: 33, epoch: 8/125, loss: 1.5739, acc: 0.5798
(TESTING) task: 33, epoch: 8/125, loss: 1.5789, acc: 0.3571
(TRAINING) task: 33, epoch: 9/125, loss: 1.5693, acc: 0.6050
(TESTING) task: 33, epoch: 9/125, loss: 1.5774, acc: 0.5000
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(TRAINING) task: 33, epoch: 16/125, loss: 1.5349, acc: 0.7563
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(TRAINING) task: 33, epoch: 17/125, loss: 1.5295, acc: 0.7647
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(TRAINING) task: 33, epoch: 18/125, loss: 1.5240, acc: 0.7899
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(TRAINING) task: 33, epoch: 76/125, loss: 1.2048, acc: 0.9160
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(TRAINING) task: 33, epoch: 100/125, loss: 1.1176, acc: 0.8992
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(TESTING) task: 33, epoch: 108/125, loss: 1.2675, acc: 0.7143
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(TRAINING) task: 33, epoch: 124/125, loss: 1.0605, acc: 0.8824
(TESTING) task: 33, epoch: 124/125, loss: 1.2290, acc: 0.7143
#params=56069
(TRAINING) task: 34, epoch: 0/125, loss: 1.6168, acc: 0.1839
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(TRAINING) task: 34, epoch: 1/125, loss: 1.6110, acc: 0.2184
(TESTING) task: 34, epoch: 1/125, loss: 1.6173, acc: 0.1938
(TRAINING) task: 34, epoch: 2/125, loss: 1.6053, acc: 0.2529
(TESTING) task: 34, epoch: 2/125, loss: 1.6090, acc: 0.1938
(TRAINING) task: 34, epoch: 3/125, loss: 1.5993, acc: 0.2989
(TESTING) task: 34, epoch: 3/125, loss: 1.6004, acc: 0.1938
(TRAINING) task: 34, epoch: 4/125, loss: 1.5935, acc: 0.3218
(TESTING) task: 34, epoch: 4/125, loss: 1.6115, acc: 0.1250
(TRAINING) task: 34, epoch: 5/125, loss: 1.5879, acc: 0.3506
(TESTING) task: 34, epoch: 5/125, loss: 1.5996, acc: 0.1250
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(TESTING) task: 34, epoch: 6/125, loss: 1.5994, acc: 0.3625
(TRAINING) task: 34, epoch: 7/125, loss: 1.5764, acc: 0.4828
(TESTING) task: 34, epoch: 7/125, loss: 1.6004, acc: 0.1938
(TRAINING) task: 34, epoch: 8/125, loss: 1.5707, acc: 0.5345
(TESTING) task: 34, epoch: 8/125, loss: 1.5941, acc: 0.2563
(TRAINING) task: 34, epoch: 9/125, loss: 1.5649, acc: 0.5920
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(TRAINING) task: 34, epoch: 10/125, loss: 1.5592, acc: 0.6149
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(TRAINING) task: 34, epoch: 11/125, loss: 1.5533, acc: 0.6552
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(TRAINING) task: 34, epoch: 18/125, loss: 1.5084, acc: 0.7816
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(TRAINING) task: 34, epoch: 19/125, loss: 1.5012, acc: 0.7989
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(TRAINING) task: 34, epoch: 20/125, loss: 1.4937, acc: 0.8046
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(TRAINING) task: 34, epoch: 21/125, loss: 1.4863, acc: 0.8333
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(TRAINING) task: 34, epoch: 22/125, loss: 1.4786, acc: 0.8506
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(TESTING) task: 34, epoch: 45/125, loss: 1.3799, acc: 0.5813
(TRAINING) task: 34, epoch: 46/125, loss: 1.2771, acc: 0.8276
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(TRAINING) task: 34, epoch: 51/125, loss: 1.2326, acc: 0.8276
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(TRAINING) task: 34, epoch: 53/125, loss: 1.2165, acc: 0.8218
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(TESTING) task: 34, epoch: 56/125, loss: 1.2997, acc: 0.7125
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(TRAINING) task: 34, epoch: 68/125, loss: 1.1337, acc: 0.8333
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(TRAINING) task: 34, epoch: 86/125, loss: 1.0803, acc: 0.8448
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(TRAINING) task: 34, epoch: 109/125, loss: 1.0498, acc: 0.8448
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(TRAINING) task: 34, epoch: 113/125, loss: 1.0452, acc: 0.8506
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(TRAINING) task: 34, epoch: 123/125, loss: 1.0366, acc: 0.8793
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(TRAINING) task: 34, epoch: 124/125, loss: 1.0351, acc: 0.8966
(TESTING) task: 34, epoch: 124/125, loss: 1.2333, acc: 0.7063
#params=56069
(TRAINING) task: 35, epoch: 0/125, loss: 1.6123, acc: 0.1379
(TESTING) task: 35, epoch: 0/125, loss: 1.6053, acc: 0.1250
(TRAINING) task: 35, epoch: 1/125, loss: 1.6067, acc: 0.2241
(TESTING) task: 35, epoch: 1/125, loss: 1.6030, acc: 0.2500
(TRAINING) task: 35, epoch: 2/125, loss: 1.6010, acc: 0.2931
(TESTING) task: 35, epoch: 2/125, loss: 1.6012, acc: 0.2500
(TRAINING) task: 35, epoch: 3/125, loss: 1.5954, acc: 0.3362
(TESTING) task: 35, epoch: 3/125, loss: 1.5989, acc: 0.2500
(TRAINING) task: 35, epoch: 4/125, loss: 1.5896, acc: 0.4052
(TESTING) task: 35, epoch: 4/125, loss: 1.5966, acc: 0.2500
(TRAINING) task: 35, epoch: 5/125, loss: 1.5838, acc: 0.4569
(TESTING) task: 35, epoch: 5/125, loss: 1.5940, acc: 0.2500
(TRAINING) task: 35, epoch: 6/125, loss: 1.5779, acc: 0.4914
(TESTING) task: 35, epoch: 6/125, loss: 1.5915, acc: 0.2500
(TRAINING) task: 35, epoch: 7/125, loss: 1.5721, acc: 0.5345
(TESTING) task: 35, epoch: 7/125, loss: 1.5888, acc: 0.2500
(TRAINING) task: 35, epoch: 8/125, loss: 1.5663, acc: 0.5776
(TESTING) task: 35, epoch: 8/125, loss: 1.5859, acc: 0.3125
(TRAINING) task: 35, epoch: 9/125, loss: 1.5604, acc: 0.6379
(TESTING) task: 35, epoch: 9/125, loss: 1.5823, acc: 0.3750
(TRAINING) task: 35, epoch: 10/125, loss: 1.5541, acc: 0.6810
(TESTING) task: 35, epoch: 10/125, loss: 1.5790, acc: 0.4375
(TRAINING) task: 35, epoch: 11/125, loss: 1.5480, acc: 0.7069
(TESTING) task: 35, epoch: 11/125, loss: 1.5755, acc: 0.5000
(TRAINING) task: 35, epoch: 12/125, loss: 1.5414, acc: 0.7241
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(TRAINING) task: 35, epoch: 13/125, loss: 1.5345, acc: 0.7500
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(TRAINING) task: 35, epoch: 14/125, loss: 1.5276, acc: 0.7759
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(TESTING) task: 35, epoch: 15/125, loss: 1.5583, acc: 0.5625
(TRAINING) task: 35, epoch: 16/125, loss: 1.5124, acc: 0.7931
(TESTING) task: 35, epoch: 16/125, loss: 1.5536, acc: 0.6250
(TRAINING) task: 35, epoch: 17/125, loss: 1.5047, acc: 0.8276
(TESTING) task: 35, epoch: 17/125, loss: 1.5487, acc: 0.6250
(TRAINING) task: 35, epoch: 18/125, loss: 1.4968, acc: 0.8362
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(TRAINING) task: 35, epoch: 19/125, loss: 1.4882, acc: 0.8534
(TESTING) task: 35, epoch: 19/125, loss: 1.5376, acc: 0.6250
(TRAINING) task: 35, epoch: 20/125, loss: 1.4800, acc: 0.8362
(TESTING) task: 35, epoch: 20/125, loss: 1.5318, acc: 0.6250
(TRAINING) task: 35, epoch: 21/125, loss: 1.4713, acc: 0.8534
(TESTING) task: 35, epoch: 21/125, loss: 1.5259, acc: 0.5625
(TRAINING) task: 35, epoch: 22/125, loss: 1.4624, acc: 0.8707
(TESTING) task: 35, epoch: 22/125, loss: 1.5205, acc: 0.5625
(TRAINING) task: 35, epoch: 23/125, loss: 1.4536, acc: 0.8707
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(TRAINING) task: 35, epoch: 24/125, loss: 1.4442, acc: 0.8707
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(TRAINING) task: 35, epoch: 26/125, loss: 1.4265, acc: 0.8276
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(TRAINING) task: 35, epoch: 32/125, loss: 1.3707, acc: 0.7845
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(TRAINING) task: 35, epoch: 33/125, loss: 1.3621, acc: 0.7672
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(TESTING) task: 35, epoch: 95/125, loss: 1.2708, acc: 0.6250
(TRAINING) task: 35, epoch: 96/125, loss: 1.0899, acc: 0.9224
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(TRAINING) task: 35, epoch: 97/125, loss: 1.0871, acc: 0.9224
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(TESTING) task: 35, epoch: 117/125, loss: 1.2248, acc: 0.6875
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(TRAINING) task: 35, epoch: 121/125, loss: 1.0417, acc: 0.8793
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(TRAINING) task: 35, epoch: 124/125, loss: 1.0384, acc: 0.8793
(TESTING) task: 35, epoch: 124/125, loss: 1.2348, acc: 0.6250
#params=56069
(TRAINING) task: 36, epoch: 0/125, loss: 1.6134, acc: 0.1280
(TESTING) task: 36, epoch: 0/125, loss: 1.6190, acc: 0.1042
(TRAINING) task: 36, epoch: 1/125, loss: 1.6055, acc: 0.2070
(TESTING) task: 36, epoch: 1/125, loss: 1.5949, acc: 0.2917
(TRAINING) task: 36, epoch: 2/125, loss: 1.6014, acc: 0.2997
(TESTING) task: 36, epoch: 2/125, loss: 1.6056, acc: 0.1667
(TRAINING) task: 36, epoch: 3/125, loss: 1.5934, acc: 0.3071
(TESTING) task: 36, epoch: 3/125, loss: 1.5881, acc: 0.3333
(TRAINING) task: 36, epoch: 4/125, loss: 1.5862, acc: 0.3503
(TESTING) task: 36, epoch: 4/125, loss: 1.5829, acc: 0.3750
(TRAINING) task: 36, epoch: 5/125, loss: 1.5789, acc: 0.4212
(TESTING) task: 36, epoch: 5/125, loss: 1.5860, acc: 0.4167
(TRAINING) task: 36, epoch: 6/125, loss: 1.5681, acc: 0.5200
(TESTING) task: 36, epoch: 6/125, loss: 1.5710, acc: 0.5625
(TRAINING) task: 36, epoch: 7/125, loss: 1.5642, acc: 0.5651
(TESTING) task: 36, epoch: 7/125, loss: 1.5760, acc: 0.4375
(TRAINING) task: 36, epoch: 8/125, loss: 1.5555, acc: 0.5927
(TESTING) task: 36, epoch: 8/125, loss: 1.5923, acc: 0.2917
(TRAINING) task: 36, epoch: 9/125, loss: 1.5561, acc: 0.5089
(TESTING) task: 36, epoch: 9/125, loss: 1.5793, acc: 0.3333
(TRAINING) task: 36, epoch: 10/125, loss: 1.5397, acc: 0.6202
(TESTING) task: 36, epoch: 10/125, loss: 1.5487, acc: 0.4583
(TRAINING) task: 36, epoch: 11/125, loss: 1.5332, acc: 0.6280
(TESTING) task: 36, epoch: 11/125, loss: 1.5484, acc: 0.4792
(TRAINING) task: 36, epoch: 12/125, loss: 1.5233, acc: 0.5864
(TESTING) task: 36, epoch: 12/125, loss: 1.5182, acc: 0.6250
(TRAINING) task: 36, epoch: 13/125, loss: 1.5130, acc: 0.6003
(TESTING) task: 36, epoch: 13/125, loss: 1.5750, acc: 0.3542
(TRAINING) task: 36, epoch: 14/125, loss: 1.5083, acc: 0.6300
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(TRAINING) task: 36, epoch: 15/125, loss: 1.4948, acc: 0.6081
(TESTING) task: 36, epoch: 15/125, loss: 1.5270, acc: 0.4792
(TRAINING) task: 36, epoch: 16/125, loss: 1.4805, acc: 0.6955
(TESTING) task: 36, epoch: 16/125, loss: 1.5090, acc: 0.4583
(TRAINING) task: 36, epoch: 17/125, loss: 1.4785, acc: 0.6337
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(TRAINING) task: 36, epoch: 18/125, loss: 1.4716, acc: 0.6732
(TESTING) task: 36, epoch: 18/125, loss: 1.5343, acc: 0.4792
(TRAINING) task: 36, epoch: 19/125, loss: 1.4724, acc: 0.6513
(TESTING) task: 36, epoch: 19/125, loss: 1.5406, acc: 0.3750
(TRAINING) task: 36, epoch: 20/125, loss: 1.4293, acc: 0.7229
(TESTING) task: 36, epoch: 20/125, loss: 1.4738, acc: 0.5208
(TRAINING) task: 36, epoch: 21/125, loss: 1.4317, acc: 0.7010
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(TRAINING) task: 36, epoch: 22/125, loss: 1.4428, acc: 0.6849
(TESTING) task: 36, epoch: 22/125, loss: 1.4457, acc: 0.6667
(TRAINING) task: 36, epoch: 23/125, loss: 1.4215, acc: 0.6710
(TESTING) task: 36, epoch: 23/125, loss: 1.5461, acc: 0.3750
(TRAINING) task: 36, epoch: 24/125, loss: 1.4204, acc: 0.7007
(TESTING) task: 36, epoch: 24/125, loss: 1.4629, acc: 0.5208
(TRAINING) task: 36, epoch: 25/125, loss: 1.3955, acc: 0.7682
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(TRAINING) task: 36, epoch: 26/125, loss: 1.3973, acc: 0.6947
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(TRAINING) task: 36, epoch: 28/125, loss: 1.3765, acc: 0.6986
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(TESTING) task: 36, epoch: 32/125, loss: 1.4854, acc: 0.5208
(TRAINING) task: 36, epoch: 33/125, loss: 1.3482, acc: 0.6944
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(TRAINING) task: 36, epoch: 39/125, loss: 1.2776, acc: 0.7580
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(TRAINING) task: 36, epoch: 40/125, loss: 1.2664, acc: 0.7799
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(TRAINING) task: 36, epoch: 43/125, loss: 1.2489, acc: 0.7878
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(TRAINING) task: 36, epoch: 44/125, loss: 1.2716, acc: 0.7320
(TESTING) task: 36, epoch: 44/125, loss: 1.4094, acc: 0.3958
(TRAINING) task: 36, epoch: 45/125, loss: 1.2063, acc: 0.8394
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(TRAINING) task: 36, epoch: 46/125, loss: 1.2347, acc: 0.7756
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(TRAINING) task: 36, epoch: 47/125, loss: 1.2228, acc: 0.8012
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(TRAINING) task: 36, epoch: 48/125, loss: 1.2078, acc: 0.8368
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(TRAINING) task: 36, epoch: 96/125, loss: 1.0506, acc: 0.9507
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(TRAINING) task: 36, epoch: 109/125, loss: 1.0249, acc: 0.9468
(TESTING) task: 36, epoch: 109/125, loss: 1.1746, acc: 0.8333
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(TRAINING) task: 36, epoch: 111/125, loss: 1.0227, acc: 0.9332
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(TRAINING) task: 36, epoch: 113/125, loss: 1.0492, acc: 0.9076
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(TRAINING) task: 36, epoch: 114/125, loss: 1.0724, acc: 0.8700
(TESTING) task: 36, epoch: 114/125, loss: 1.2863, acc: 0.6875
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(TRAINING) task: 36, epoch: 116/125, loss: 1.0492, acc: 0.8997
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(TESTING) task: 36, epoch: 117/125, loss: 1.2442, acc: 0.6458
(TRAINING) task: 36, epoch: 118/125, loss: 1.0291, acc: 0.8976
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(TRAINING) task: 36, epoch: 120/125, loss: 1.0150, acc: 0.9193
(TESTING) task: 36, epoch: 120/125, loss: 1.2781, acc: 0.6250
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(TESTING) task: 36, epoch: 121/125, loss: 1.2778, acc: 0.6250
(TRAINING) task: 36, epoch: 122/125, loss: 1.0260, acc: 0.9117
(TESTING) task: 36, epoch: 122/125, loss: 1.3077, acc: 0.5833
(TRAINING) task: 36, epoch: 123/125, loss: 1.0394, acc: 0.8880
(TESTING) task: 36, epoch: 123/125, loss: 1.3101, acc: 0.5625
(TRAINING) task: 36, epoch: 124/125, loss: 1.0730, acc: 0.8524
(TESTING) task: 36, epoch: 124/125, loss: 1.4317, acc: 0.4375
#params=56069
(TRAINING) task: 37, epoch: 0/125, loss: 1.6122, acc: 0.2119
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(TRAINING) task: 37, epoch: 1/125, loss: 1.6070, acc: 0.2318
(TESTING) task: 37, epoch: 1/125, loss: 1.6143, acc: 0.2604
(TRAINING) task: 37, epoch: 2/125, loss: 1.6013, acc: 0.2781
(TESTING) task: 37, epoch: 2/125, loss: 1.6288, acc: 0.1250
(TRAINING) task: 37, epoch: 3/125, loss: 1.5958, acc: 0.3444
(TESTING) task: 37, epoch: 3/125, loss: 1.6262, acc: 0.1250
(TRAINING) task: 37, epoch: 4/125, loss: 1.5903, acc: 0.4040
(TESTING) task: 37, epoch: 4/125, loss: 1.6034, acc: 0.3958
(TRAINING) task: 37, epoch: 5/125, loss: 1.5846, acc: 0.4503
(TESTING) task: 37, epoch: 5/125, loss: 1.6161, acc: 0.2604
(TRAINING) task: 37, epoch: 6/125, loss: 1.5788, acc: 0.4768
(TESTING) task: 37, epoch: 6/125, loss: 1.6190, acc: 0.2917
(TRAINING) task: 37, epoch: 7/125, loss: 1.5729, acc: 0.5166
(TESTING) task: 37, epoch: 7/125, loss: 1.6239, acc: 0.1562
(TRAINING) task: 37, epoch: 8/125, loss: 1.5668, acc: 0.5298
(TESTING) task: 37, epoch: 8/125, loss: 1.6024, acc: 0.2917
(TRAINING) task: 37, epoch: 9/125, loss: 1.5607, acc: 0.5762
(TESTING) task: 37, epoch: 9/125, loss: 1.6117, acc: 0.2917
(TRAINING) task: 37, epoch: 10/125, loss: 1.5545, acc: 0.6093
(TESTING) task: 37, epoch: 10/125, loss: 1.6121, acc: 0.1562
(TRAINING) task: 37, epoch: 11/125, loss: 1.5479, acc: 0.6490
(TESTING) task: 37, epoch: 11/125, loss: 1.5949, acc: 0.3229
(TRAINING) task: 37, epoch: 12/125, loss: 1.5412, acc: 0.6887
(TESTING) task: 37, epoch: 12/125, loss: 1.5879, acc: 0.3229
(TRAINING) task: 37, epoch: 13/125, loss: 1.5346, acc: 0.6954
(TESTING) task: 37, epoch: 13/125, loss: 1.5894, acc: 0.3542
(TRAINING) task: 37, epoch: 14/125, loss: 1.5274, acc: 0.6954
(TESTING) task: 37, epoch: 14/125, loss: 1.5946, acc: 0.3854
(TRAINING) task: 37, epoch: 15/125, loss: 1.5200, acc: 0.7086
(TESTING) task: 37, epoch: 15/125, loss: 1.5788, acc: 0.5833
(TRAINING) task: 37, epoch: 16/125, loss: 1.5128, acc: 0.7219
(TESTING) task: 37, epoch: 16/125, loss: 1.5919, acc: 0.4479
(TRAINING) task: 37, epoch: 17/125, loss: 1.5049, acc: 0.7219
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(TRAINING) task: 37, epoch: 18/125, loss: 1.4971, acc: 0.7219
(TESTING) task: 37, epoch: 18/125, loss: 1.5515, acc: 0.5833
(TRAINING) task: 37, epoch: 19/125, loss: 1.4888, acc: 0.7152
(TESTING) task: 37, epoch: 19/125, loss: 1.5421, acc: 0.5833
(TRAINING) task: 37, epoch: 20/125, loss: 1.4801, acc: 0.7020
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(TRAINING) task: 37, epoch: 21/125, loss: 1.4717, acc: 0.6954
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(TRAINING) task: 37, epoch: 22/125, loss: 1.4629, acc: 0.6821
(TESTING) task: 37, epoch: 22/125, loss: 1.5228, acc: 0.5833
(TRAINING) task: 37, epoch: 23/125, loss: 1.4537, acc: 0.6821
(TESTING) task: 37, epoch: 23/125, loss: 1.5851, acc: 0.3125
(TRAINING) task: 37, epoch: 24/125, loss: 1.4448, acc: 0.6623
(TESTING) task: 37, epoch: 24/125, loss: 1.5741, acc: 0.3125
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(TESTING) task: 37, epoch: 25/125, loss: 1.5558, acc: 0.4479
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(TRAINING) task: 37, epoch: 28/125, loss: 1.4086, acc: 0.6424
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(TRAINING) task: 37, epoch: 29/125, loss: 1.3998, acc: 0.6358
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(TRAINING) task: 37, epoch: 36/125, loss: 1.3444, acc: 0.5960
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(TRAINING) task: 37, epoch: 114/125, loss: 1.1663, acc: 0.7682
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(TRAINING) task: 37, epoch: 124/125, loss: 1.1542, acc: 0.7682
(TESTING) task: 37, epoch: 124/125, loss: 1.2926, acc: 0.6458
#params=56069
(TRAINING) task: 38, epoch: 0/125, loss: 1.6040, acc: 0.2670
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(TRAINING) task: 38, epoch: 1/125, loss: 1.5992, acc: 0.3213
(TESTING) task: 38, epoch: 1/125, loss: 1.6016, acc: 0.1989
(TRAINING) task: 38, epoch: 2/125, loss: 1.5943, acc: 0.3484
(TESTING) task: 38, epoch: 2/125, loss: 1.5994, acc: 0.2472
(TRAINING) task: 38, epoch: 3/125, loss: 1.5895, acc: 0.3801
(TESTING) task: 38, epoch: 3/125, loss: 1.5971, acc: 0.2756
(TRAINING) task: 38, epoch: 4/125, loss: 1.5848, acc: 0.4253
(TESTING) task: 38, epoch: 4/125, loss: 1.5934, acc: 0.3068
(TRAINING) task: 38, epoch: 5/125, loss: 1.5800, acc: 0.4706
(TESTING) task: 38, epoch: 5/125, loss: 1.5944, acc: 0.2926
(TRAINING) task: 38, epoch: 6/125, loss: 1.5753, acc: 0.5068
(TESTING) task: 38, epoch: 6/125, loss: 1.5939, acc: 0.2642
(TRAINING) task: 38, epoch: 7/125, loss: 1.5707, acc: 0.5430
(TESTING) task: 38, epoch: 7/125, loss: 1.5908, acc: 0.3239
(TRAINING) task: 38, epoch: 8/125, loss: 1.5661, acc: 0.5701
(TESTING) task: 38, epoch: 8/125, loss: 1.5866, acc: 0.3835
(TRAINING) task: 38, epoch: 9/125, loss: 1.5615, acc: 0.5792
(TESTING) task: 38, epoch: 9/125, loss: 1.5859, acc: 0.3693
(TRAINING) task: 38, epoch: 10/125, loss: 1.5568, acc: 0.6018
(TESTING) task: 38, epoch: 10/125, loss: 1.5814, acc: 0.3693
(TRAINING) task: 38, epoch: 11/125, loss: 1.5520, acc: 0.6109
(TESTING) task: 38, epoch: 11/125, loss: 1.5802, acc: 0.4318
(TRAINING) task: 38, epoch: 12/125, loss: 1.5471, acc: 0.6335
(TESTING) task: 38, epoch: 12/125, loss: 1.5793, acc: 0.4460
(TRAINING) task: 38, epoch: 13/125, loss: 1.5422, acc: 0.6516
(TESTING) task: 38, epoch: 13/125, loss: 1.5760, acc: 0.4176
(TRAINING) task: 38, epoch: 14/125, loss: 1.5370, acc: 0.6652
(TESTING) task: 38, epoch: 14/125, loss: 1.5706, acc: 0.4602
(TRAINING) task: 38, epoch: 15/125, loss: 1.5318, acc: 0.6787
(TESTING) task: 38, epoch: 15/125, loss: 1.5744, acc: 0.4034
(TRAINING) task: 38, epoch: 16/125, loss: 1.5262, acc: 0.6697
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(TRAINING) task: 38, epoch: 17/125, loss: 1.5203, acc: 0.6742
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(TRAINING) task: 38, epoch: 20/125, loss: 1.5023, acc: 0.6878
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(TRAINING) task: 38, epoch: 21/125, loss: 1.4963, acc: 0.6923
(TESTING) task: 38, epoch: 21/125, loss: 1.5480, acc: 0.4773
(TRAINING) task: 38, epoch: 22/125, loss: 1.4900, acc: 0.6923
(TESTING) task: 38, epoch: 22/125, loss: 1.5402, acc: 0.4915
(TRAINING) task: 38, epoch: 23/125, loss: 1.4834, acc: 0.7149
(TESTING) task: 38, epoch: 23/125, loss: 1.5379, acc: 0.4773
(TRAINING) task: 38, epoch: 24/125, loss: 1.4778, acc: 0.7240
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(TRAINING) task: 38, epoch: 29/125, loss: 1.4463, acc: 0.7285
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(TRAINING) task: 38, epoch: 101/125, loss: 1.1666, acc: 0.8326
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(TRAINING) task: 38, epoch: 105/125, loss: 1.1602, acc: 0.8371
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(TRAINING) task: 38, epoch: 111/125, loss: 1.1478, acc: 0.8326
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(TESTING) task: 38, epoch: 113/125, loss: 1.2699, acc: 0.6307
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(TRAINING) task: 38, epoch: 117/125, loss: 1.1313, acc: 0.8507
(TESTING) task: 38, epoch: 117/125, loss: 1.2628, acc: 0.6903
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(TESTING) task: 38, epoch: 119/125, loss: 1.2457, acc: 0.6903
(TRAINING) task: 38, epoch: 120/125, loss: 1.1221, acc: 0.8597
(TESTING) task: 38, epoch: 120/125, loss: 1.2443, acc: 0.7045
(TRAINING) task: 38, epoch: 121/125, loss: 1.1184, acc: 0.8688
(TESTING) task: 38, epoch: 121/125, loss: 1.2362, acc: 0.7358
(TRAINING) task: 38, epoch: 122/125, loss: 1.1155, acc: 0.8778
(TESTING) task: 38, epoch: 122/125, loss: 1.2519, acc: 0.7074
(TRAINING) task: 38, epoch: 123/125, loss: 1.1119, acc: 0.8824
(TESTING) task: 38, epoch: 123/125, loss: 1.2563, acc: 0.6790
(TRAINING) task: 38, epoch: 124/125, loss: 1.1086, acc: 0.8869
(TESTING) task: 38, epoch: 124/125, loss: 1.2287, acc: 0.7216
#params=56069
(TRAINING) task: 39, epoch: 0/125, loss: 1.6149, acc: 0.1504
(TESTING) task: 39, epoch: 0/125, loss: 1.5996, acc: 0.3750
(TRAINING) task: 39, epoch: 1/125, loss: 1.6101, acc: 0.1947
(TESTING) task: 39, epoch: 1/125, loss: 1.5990, acc: 0.3646
(TRAINING) task: 39, epoch: 2/125, loss: 1.6050, acc: 0.2301
(TESTING) task: 39, epoch: 2/125, loss: 1.5973, acc: 0.3542
(TRAINING) task: 39, epoch: 3/125, loss: 1.6002, acc: 0.3186
(TESTING) task: 39, epoch: 3/125, loss: 1.5945, acc: 0.3646
(TRAINING) task: 39, epoch: 4/125, loss: 1.5955, acc: 0.3451
(TESTING) task: 39, epoch: 4/125, loss: 1.5940, acc: 0.4062
(TRAINING) task: 39, epoch: 5/125, loss: 1.5907, acc: 0.3938
(TESTING) task: 39, epoch: 5/125, loss: 1.5935, acc: 0.4062
(TRAINING) task: 39, epoch: 6/125, loss: 1.5861, acc: 0.4513
(TESTING) task: 39, epoch: 6/125, loss: 1.5896, acc: 0.4688
(TRAINING) task: 39, epoch: 7/125, loss: 1.5814, acc: 0.4956
(TESTING) task: 39, epoch: 7/125, loss: 1.5893, acc: 0.5104
(TRAINING) task: 39, epoch: 8/125, loss: 1.5766, acc: 0.5442
(TESTING) task: 39, epoch: 8/125, loss: 1.5856, acc: 0.5417
(TRAINING) task: 39, epoch: 9/125, loss: 1.5720, acc: 0.5575
(TESTING) task: 39, epoch: 9/125, loss: 1.5825, acc: 0.5104
(TRAINING) task: 39, epoch: 10/125, loss: 1.5673, acc: 0.6062
(TESTING) task: 39, epoch: 10/125, loss: 1.5823, acc: 0.4792
(TRAINING) task: 39, epoch: 11/125, loss: 1.5626, acc: 0.6239
(TESTING) task: 39, epoch: 11/125, loss: 1.5783, acc: 0.5104
(TRAINING) task: 39, epoch: 12/125, loss: 1.5578, acc: 0.6770
(TESTING) task: 39, epoch: 12/125, loss: 1.5749, acc: 0.5104
(TRAINING) task: 39, epoch: 13/125, loss: 1.5530, acc: 0.6991
(TESTING) task: 39, epoch: 13/125, loss: 1.5770, acc: 0.4688
(TRAINING) task: 39, epoch: 14/125, loss: 1.5480, acc: 0.7124
(TESTING) task: 39, epoch: 14/125, loss: 1.5721, acc: 0.4896
(TRAINING) task: 39, epoch: 15/125, loss: 1.5429, acc: 0.7301
(TESTING) task: 39, epoch: 15/125, loss: 1.5679, acc: 0.5000
(TRAINING) task: 39, epoch: 16/125, loss: 1.5378, acc: 0.7611
(TESTING) task: 39, epoch: 16/125, loss: 1.5663, acc: 0.5104
(TRAINING) task: 39, epoch: 17/125, loss: 1.5324, acc: 0.7788
(TESTING) task: 39, epoch: 17/125, loss: 1.5625, acc: 0.5625
(TRAINING) task: 39, epoch: 18/125, loss: 1.5271, acc: 0.7788
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(TRAINING) task: 39, epoch: 19/125, loss: 1.5217, acc: 0.7832
(TESTING) task: 39, epoch: 19/125, loss: 1.5598, acc: 0.5833
(TRAINING) task: 39, epoch: 20/125, loss: 1.5161, acc: 0.7876
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(TRAINING) task: 39, epoch: 21/125, loss: 1.5106, acc: 0.7965
(TESTING) task: 39, epoch: 21/125, loss: 1.5537, acc: 0.5938
(TRAINING) task: 39, epoch: 22/125, loss: 1.5052, acc: 0.8053
(TESTING) task: 39, epoch: 22/125, loss: 1.5491, acc: 0.5729
(TRAINING) task: 39, epoch: 23/125, loss: 1.4992, acc: 0.8053
(TESTING) task: 39, epoch: 23/125, loss: 1.5433, acc: 0.6146
(TRAINING) task: 39, epoch: 24/125, loss: 1.4936, acc: 0.8274
(TESTING) task: 39, epoch: 24/125, loss: 1.5414, acc: 0.6146
(TRAINING) task: 39, epoch: 25/125, loss: 1.4878, acc: 0.8363
(TESTING) task: 39, epoch: 25/125, loss: 1.5353, acc: 0.6250
(TRAINING) task: 39, epoch: 26/125, loss: 1.4817, acc: 0.8407
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(TRAINING) task: 39, epoch: 27/125, loss: 1.4758, acc: 0.8451
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(TRAINING) task: 39, epoch: 28/125, loss: 1.4698, acc: 0.8496
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(TRAINING) task: 39, epoch: 30/125, loss: 1.4578, acc: 0.8496
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(TRAINING) task: 39, epoch: 33/125, loss: 1.4398, acc: 0.8496
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(TRAINING) task: 39, epoch: 47/125, loss: 1.3523, acc: 0.8407
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(TESTING) task: 39, epoch: 49/125, loss: 1.4385, acc: 0.6250
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(TRAINING) task: 39, epoch: 63/125, loss: 1.2598, acc: 0.8230
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(TRAINING) task: 39, epoch: 85/125, loss: 1.1641, acc: 0.8363
(TESTING) task: 39, epoch: 85/125, loss: 1.2425, acc: 0.7917
(TRAINING) task: 39, epoch: 86/125, loss: 1.1619, acc: 0.8407
(TESTING) task: 39, epoch: 86/125, loss: 1.2513, acc: 0.7708
(TRAINING) task: 39, epoch: 87/125, loss: 1.1588, acc: 0.8407
(TESTING) task: 39, epoch: 87/125, loss: 1.2308, acc: 0.8021
(TRAINING) task: 39, epoch: 88/125, loss: 1.1567, acc: 0.8407
(TESTING) task: 39, epoch: 88/125, loss: 1.2301, acc: 0.7917
(TRAINING) task: 39, epoch: 89/125, loss: 1.1533, acc: 0.8407
(TESTING) task: 39, epoch: 89/125, loss: 1.2279, acc: 0.7812
(TRAINING) task: 39, epoch: 90/125, loss: 1.1495, acc: 0.8451
(TESTING) task: 39, epoch: 90/125, loss: 1.2238, acc: 0.7812
(TRAINING) task: 39, epoch: 91/125, loss: 1.1473, acc: 0.8407
(TESTING) task: 39, epoch: 91/125, loss: 1.2224, acc: 0.7917
(TRAINING) task: 39, epoch: 92/125, loss: 1.1430, acc: 0.8407
(TESTING) task: 39, epoch: 92/125, loss: 1.2300, acc: 0.7708
(TRAINING) task: 39, epoch: 93/125, loss: 1.1387, acc: 0.8407
(TESTING) task: 39, epoch: 93/125, loss: 1.2246, acc: 0.7708
(TRAINING) task: 39, epoch: 94/125, loss: 1.1345, acc: 0.8451
(TESTING) task: 39, epoch: 94/125, loss: 1.1995, acc: 0.8021
(TRAINING) task: 39, epoch: 95/125, loss: 1.1306, acc: 0.8451
(TESTING) task: 39, epoch: 95/125, loss: 1.2242, acc: 0.7708
(TRAINING) task: 39, epoch: 96/125, loss: 1.1261, acc: 0.8496
(TESTING) task: 39, epoch: 96/125, loss: 1.2004, acc: 0.7917
(TRAINING) task: 39, epoch: 97/125, loss: 1.1223, acc: 0.8540
(TESTING) task: 39, epoch: 97/125, loss: 1.2045, acc: 0.7812
(TRAINING) task: 39, epoch: 98/125, loss: 1.1183, acc: 0.8584
(TESTING) task: 39, epoch: 98/125, loss: 1.2038, acc: 0.7812
(TRAINING) task: 39, epoch: 99/125, loss: 1.1145, acc: 0.8628
(TESTING) task: 39, epoch: 99/125, loss: 1.2046, acc: 0.7708
(TRAINING) task: 39, epoch: 100/125, loss: 1.1109, acc: 0.8717
(TESTING) task: 39, epoch: 100/125, loss: 1.1959, acc: 0.7812
(TRAINING) task: 39, epoch: 101/125, loss: 1.1075, acc: 0.8717
(TESTING) task: 39, epoch: 101/125, loss: 1.1996, acc: 0.7708
(TRAINING) task: 39, epoch: 102/125, loss: 1.1043, acc: 0.8717
(TESTING) task: 39, epoch: 102/125, loss: 1.1748, acc: 0.8125
(TRAINING) task: 39, epoch: 103/125, loss: 1.1013, acc: 0.8717
(TESTING) task: 39, epoch: 103/125, loss: 1.1921, acc: 0.7812
(TRAINING) task: 39, epoch: 104/125, loss: 1.0981, acc: 0.8805
(TESTING) task: 39, epoch: 104/125, loss: 1.1743, acc: 0.7917
(TRAINING) task: 39, epoch: 105/125, loss: 1.0954, acc: 0.8805
(TESTING) task: 39, epoch: 105/125, loss: 1.1879, acc: 0.7604
(TRAINING) task: 39, epoch: 106/125, loss: 1.0931, acc: 0.8805
(TESTING) task: 39, epoch: 106/125, loss: 1.1823, acc: 0.7708
(TRAINING) task: 39, epoch: 107/125, loss: 1.0904, acc: 0.8850
(TESTING) task: 39, epoch: 107/125, loss: 1.1653, acc: 0.8021
(TRAINING) task: 39, epoch: 108/125, loss: 1.0886, acc: 0.8850
(TESTING) task: 39, epoch: 108/125, loss: 1.1671, acc: 0.7812
(TRAINING) task: 39, epoch: 109/125, loss: 1.0867, acc: 0.8850
(TESTING) task: 39, epoch: 109/125, loss: 1.1741, acc: 0.7812
(TRAINING) task: 39, epoch: 110/125, loss: 1.0846, acc: 0.8850
(TESTING) task: 39, epoch: 110/125, loss: 1.1536, acc: 0.8021
(TRAINING) task: 39, epoch: 111/125, loss: 1.0834, acc: 0.8805
(TESTING) task: 39, epoch: 111/125, loss: 1.1554, acc: 0.7917
(TRAINING) task: 39, epoch: 112/125, loss: 1.0817, acc: 0.8805
(TESTING) task: 39, epoch: 112/125, loss: 1.1635, acc: 0.7812
(TRAINING) task: 39, epoch: 113/125, loss: 1.0804, acc: 0.8805
(TESTING) task: 39, epoch: 113/125, loss: 1.1632, acc: 0.7812
(TRAINING) task: 39, epoch: 114/125, loss: 1.0793, acc: 0.8805
(TESTING) task: 39, epoch: 114/125, loss: 1.1697, acc: 0.7708
(TRAINING) task: 39, epoch: 115/125, loss: 1.0780, acc: 0.8850
(TESTING) task: 39, epoch: 115/125, loss: 1.1402, acc: 0.8125
(TRAINING) task: 39, epoch: 116/125, loss: 1.0772, acc: 0.8850
(TESTING) task: 39, epoch: 116/125, loss: 1.1450, acc: 0.7917
(TRAINING) task: 39, epoch: 117/125, loss: 1.0761, acc: 0.8894
(TESTING) task: 39, epoch: 117/125, loss: 1.1393, acc: 0.8333
(TRAINING) task: 39, epoch: 118/125, loss: 1.0749, acc: 0.8894
(TESTING) task: 39, epoch: 118/125, loss: 1.1478, acc: 0.8229
(TRAINING) task: 39, epoch: 119/125, loss: 1.0742, acc: 0.8894
(TESTING) task: 39, epoch: 119/125, loss: 1.1464, acc: 0.8333
(TRAINING) task: 39, epoch: 120/125, loss: 1.0729, acc: 0.8894
(TESTING) task: 39, epoch: 120/125, loss: 1.1457, acc: 0.8229
(TRAINING) task: 39, epoch: 121/125, loss: 1.0721, acc: 0.8894
(TESTING) task: 39, epoch: 121/125, loss: 1.1586, acc: 0.8125
(TRAINING) task: 39, epoch: 122/125, loss: 1.0714, acc: 0.8894
(TESTING) task: 39, epoch: 122/125, loss: 1.1499, acc: 0.8125
(TRAINING) task: 39, epoch: 123/125, loss: 1.0704, acc: 0.8894
(TESTING) task: 39, epoch: 123/125, loss: 1.1418, acc: 0.8229
(TRAINING) task: 39, epoch: 124/125, loss: 1.0698, acc: 0.8894
(TESTING) task: 39, epoch: 124/125, loss: 1.1466, acc: 0.8229
