net.log

error_data:  files_individual/files_2_4_6_8/acc_1_8_5.txt
error_data:  files_individual/files_2_4_6_8/acc_1_8_157.txt
error_data:  files_individual/files_3_5_7_9/acc_1_3_5.txt
error_data:  files_individual/files_3_5_7_9/acc_1_9_189.txt
                                       relative_path  classID
0  [files_individual/files_2_4_6_8/acc_1_2_77.txt...        2
1  [files_individual/files_2_4_6_8/acc_1_8_52.txt...        8
2  [files_individual/files_2_4_6_8/acc_1_8_67.txt...        8
3  [files_individual/files_2_4_6_8/acc_1_2_332.tx...        2
4  [files_individual/files_2_4_6_8/acc_1_4_183.tx...        4
cuda:0
[1,     1] loss: 0.232
[1,    51] loss: 11.347
[1,   101] loss: 10.975
[1,   151] loss: 10.729
Epoch: 0, Loss: 0.45275, Accuracy: 0.22
Accuracy: 0.27, Total items: 576
[2,     1] loss: 0.226
[2,    51] loss: 11.071
[2,   101] loss: 10.997
[2,   151] loss: 10.832
Epoch: 1, Loss: 0.47029, Accuracy: 0.18
Accuracy: 0.25, Total items: 576
[3,     1] loss: 0.226
[3,    51] loss: 10.818
[3,   101] loss: 10.653
[3,   151] loss: 10.501
Epoch: 2, Loss: 0.44891, Accuracy: 0.25
Accuracy: 0.30, Total items: 576
[4,     1] loss: 0.202
[4,    51] loss: 10.444
[4,   101] loss: 10.384
[4,   151] loss: 10.218
Epoch: 3, Loss: 0.46205, Accuracy: 0.26
Accuracy: 0.24, Total items: 576
[5,     1] loss: 0.222
[5,    51] loss: 10.323
[5,   101] loss: 10.201
[5,   151] loss: 10.048
Epoch: 4, Loss: 0.44707, Accuracy: 0.29
Accuracy: 0.30, Total items: 576
[6,     1] loss: 0.181
[6,    51] loss: 10.248
[6,   101] loss: 9.780
[6,   151] loss: 9.912
Epoch: 5, Loss: 0.45553, Accuracy: 0.30
Accuracy: 0.28, Total items: 576
[7,     1] loss: 0.194
[7,    51] loss: 10.019
[7,   101] loss: 9.859
[7,   151] loss: 9.814
Epoch: 6, Loss: 0.43880, Accuracy: 0.31
Accuracy: 0.33, Total items: 576
[8,     1] loss: 0.189
[8,    51] loss: 9.872
[8,   101] loss: 9.821
[8,   151] loss: 9.753
Epoch: 7, Loss: 0.42533, Accuracy: 0.32
Accuracy: 0.30, Total items: 576
[9,     1] loss: 0.208
[9,    51] loss: 9.934
[9,   101] loss: 9.572
[9,   151] loss: 9.623
Epoch: 8, Loss: 0.42791, Accuracy: 0.33
Accuracy: 0.34, Total items: 576
[10,     1] loss: 0.207
[10,    51] loss: 9.556
[10,   101] loss: 9.504
[10,   151] loss: 9.652
Epoch: 9, Loss: 0.39804, Accuracy: 0.33
Accuracy: 0.38, Total items: 576
[11,     1] loss: 0.178
[11,    51] loss: 9.487
[11,   101] loss: 9.226
[11,   151] loss: 9.468
Epoch: 10, Loss: 0.39556, Accuracy: 0.35
Accuracy: 0.38, Total items: 576
[12,     1] loss: 0.156
[12,    51] loss: 9.201
[12,   101] loss: 9.421
[12,   151] loss: 8.733
Epoch: 11, Loss: 0.39216, Accuracy: 0.37
Accuracy: 0.37, Total items: 576
[13,     1] loss: 0.145
[13,    51] loss: 8.855
[13,   101] loss: 8.721
[13,   151] loss: 9.194
Epoch: 12, Loss: 0.39780, Accuracy: 0.36
Accuracy: 0.37, Total items: 576
[14,     1] loss: 0.273
[14,    51] loss: 8.378
[14,   101] loss: 8.850
[14,   151] loss: 8.749
Epoch: 13, Loss: 0.37771, Accuracy: 0.40
Accuracy: 0.36, Total items: 576
[15,     1] loss: 0.143
[15,    51] loss: 8.494
[15,   101] loss: 8.529
[15,   151] loss: 8.381
Epoch: 14, Loss: 0.37670, Accuracy: 0.41
Accuracy: 0.40, Total items: 576
[16,     1] loss: 0.159
[16,    51] loss: 8.437
[16,   101] loss: 8.125
[16,   151] loss: 8.428
Epoch: 15, Loss: 0.35917, Accuracy: 0.42
Accuracy: 0.40, Total items: 576
[17,     1] loss: 0.171
[17,    51] loss: 8.104
[17,   101] loss: 8.324
[17,   151] loss: 8.463
Epoch: 16, Loss: 0.37836, Accuracy: 0.40
Accuracy: 0.40, Total items: 576
[18,     1] loss: 0.138
[18,    51] loss: 8.207
[18,   101] loss: 8.086
[18,   151] loss: 8.064
Epoch: 17, Loss: 0.35946, Accuracy: 0.42
Accuracy: 0.39, Total items: 576
[19,     1] loss: 0.172
[19,    51] loss: 7.974
[19,   101] loss: 8.201
[19,   151] loss: 8.027
Epoch: 18, Loss: 0.35162, Accuracy: 0.44
Accuracy: 0.39, Total items: 576
[20,     1] loss: 0.169
[20,    51] loss: 7.738
[20,   101] loss: 7.501
[20,   151] loss: 7.846
Epoch: 19, Loss: 0.32086, Accuracy: 0.46
Accuracy: 0.36, Total items: 576
[21,     1] loss: 0.172
[21,    51] loss: 7.798
[21,   101] loss: 7.434
[21,   151] loss: 8.001
Epoch: 20, Loss: 0.34249, Accuracy: 0.44
Accuracy: 0.37, Total items: 576
[22,     1] loss: 0.215
[22,    51] loss: 7.351
[22,   101] loss: 7.496
[22,   151] loss: 7.930
Epoch: 21, Loss: 0.33089, Accuracy: 0.46
Accuracy: 0.40, Total items: 576
[23,     1] loss: 0.097
[23,    51] loss: 6.838
[23,   101] loss: 7.395
[23,   151] loss: 7.638
Epoch: 22, Loss: 0.32378, Accuracy: 0.48
Accuracy: 0.38, Total items: 576
[24,     1] loss: 0.178
[24,    51] loss: 6.839
[24,   101] loss: 7.198
[24,   151] loss: 7.311
Epoch: 23, Loss: 0.30673, Accuracy: 0.49
Accuracy: 0.40, Total items: 576
[25,     1] loss: 0.112
[25,    51] loss: 7.201
[25,   101] loss: 6.913
[25,   151] loss: 7.366
Epoch: 24, Loss: 0.31465, Accuracy: 0.51
Accuracy: 0.37, Total items: 576
[26,     1] loss: 0.149
[26,    51] loss: 6.923
[26,   101] loss: 7.037
[26,   151] loss: 6.893
Epoch: 25, Loss: 0.30264, Accuracy: 0.51
Accuracy: 0.41, Total items: 576
[27,     1] loss: 0.140
[27,    51] loss: 6.478
[27,   101] loss: 6.703
[27,   151] loss: 6.795
Epoch: 26, Loss: 0.29873, Accuracy: 0.52
Accuracy: 0.40, Total items: 576
[28,     1] loss: 0.114
[28,    51] loss: 6.276
[28,   101] loss: 6.827
[28,   151] loss: 6.498
Epoch: 27, Loss: 0.31321, Accuracy: 0.52
Accuracy: 0.41, Total items: 576
[29,     1] loss: 0.111
[29,    51] loss: 6.127
[29,   101] loss: 6.598
[29,   151] loss: 7.020
Epoch: 28, Loss: 0.28548, Accuracy: 0.54
Accuracy: 0.42, Total items: 576
[30,     1] loss: 0.107
[30,    51] loss: 5.834
[30,   101] loss: 5.939
[30,   151] loss: 6.534
Epoch: 29, Loss: 0.26942, Accuracy: 0.56
Accuracy: 0.37, Total items: 576
[31,     1] loss: 0.096
[31,    51] loss: 6.664
[31,   101] loss: 6.114
[31,   151] loss: 6.280
Epoch: 30, Loss: 0.28842, Accuracy: 0.56
Accuracy: 0.42, Total items: 576
[32,     1] loss: 0.116
[32,    51] loss: 5.224
[32,   101] loss: 5.192
[32,   151] loss: 5.373
Epoch: 31, Loss: 0.24010, Accuracy: 0.63
Accuracy: 0.41, Total items: 576
[33,     1] loss: 0.079
[33,    51] loss: 4.389
[33,   101] loss: 5.239
[33,   151] loss: 5.454
Epoch: 32, Loss: 0.24443, Accuracy: 0.62
Accuracy: 0.36, Total items: 576
[34,     1] loss: 0.075
[34,    51] loss: 4.328
[34,   101] loss: 4.964
[34,   151] loss: 5.036
Epoch: 33, Loss: 0.22544, Accuracy: 0.65
Accuracy: 0.40, Total items: 576
[35,     1] loss: 0.052
[35,    51] loss: 4.665
[35,   101] loss: 4.908
[35,   151] loss: 4.767
Epoch: 34, Loss: 0.20720, Accuracy: 0.66
Accuracy: 0.35, Total items: 576
[36,     1] loss: 0.094
[36,    51] loss: 3.614
[36,   101] loss: 3.737
[36,   151] loss: 4.001
Epoch: 35, Loss: 0.18734, Accuracy: 0.72
Accuracy: 0.36, Total items: 576
[37,     1] loss: 0.104
[37,    51] loss: 3.429
[37,   101] loss: 3.812
[37,   151] loss: 3.397
Epoch: 36, Loss: 0.18324, Accuracy: 0.74
Accuracy: 0.39, Total items: 576
[38,     1] loss: 0.047
[38,    51] loss: 2.498
[38,   101] loss: 3.424
[38,   151] loss: 3.420
Epoch: 37, Loss: 0.14725, Accuracy: 0.78
Accuracy: 0.37, Total items: 576
[39,     1] loss: 0.041
[39,    51] loss: 4.119
[39,   101] loss: 2.352
[39,   151] loss: 2.859
Epoch: 38, Loss: 0.14146, Accuracy: 0.77
Accuracy: 0.37, Total items: 576
[40,     1] loss: 0.027
[40,    51] loss: 1.989
[40,   101] loss: 2.260
[40,   151] loss: 2.183
Epoch: 39, Loss: 0.11177, Accuracy: 0.84
Accuracy: 0.37, Total items: 576
[41,     1] loss: 0.071
[41,    51] loss: 2.135
[41,   101] loss: 1.391
[41,   151] loss: 1.918
Epoch: 40, Loss: 0.11803, Accuracy: 0.86
Accuracy: 0.39, Total items: 576
[42,     1] loss: 0.022
[42,    51] loss: 1.739
[42,   101] loss: 2.284
[42,   151] loss: 1.709
Epoch: 41, Loss: 0.10205, Accuracy: 0.86
Accuracy: 0.33, Total items: 576
[43,     1] loss: 0.103
[43,    51] loss: 3.573
[43,   101] loss: 1.892
[43,   151] loss: 1.814
Epoch: 42, Loss: 0.10778, Accuracy: 0.83
Accuracy: 0.36, Total items: 576
[44,     1] loss: 0.057
[44,    51] loss: 1.266
[44,   101] loss: 1.432
[44,   151] loss: 1.382
Epoch: 43, Loss: 0.06146, Accuracy: 0.91
Accuracy: 0.37, Total items: 576
[45,     1] loss: 0.011
[45,    51] loss: 1.251
[45,   101] loss: 1.369
[45,   151] loss: 1.540
Epoch: 44, Loss: 0.06609, Accuracy: 0.91
Accuracy: 0.39, Total items: 576
[46,     1] loss: 0.011
[46,    51] loss: 0.993
[46,   101] loss: 1.050
[46,   151] loss: 1.264
Epoch: 45, Loss: 0.05150, Accuracy: 0.92
Accuracy: 0.38, Total items: 576
[47,     1] loss: 0.027
[47,    51] loss: 0.797
[47,   101] loss: 0.789
[47,   151] loss: 1.132
Epoch: 46, Loss: 0.04071, Accuracy: 0.95
Accuracy: 0.35, Total items: 576
[48,     1] loss: 0.014
[48,    51] loss: 1.892
[48,   101] loss: 1.130
[48,   151] loss: 1.175
Epoch: 47, Loss: 0.05180, Accuracy: 0.92
Accuracy: 0.39, Total items: 576
[49,     1] loss: 0.010
[49,    51] loss: 0.717
[49,   101] loss: 1.321
[49,   151] loss: 1.407
Epoch: 48, Loss: 0.04889, Accuracy: 0.93
Accuracy: 0.39, Total items: 576
[50,     1] loss: 0.004
[50,    51] loss: 1.041
[50,   101] loss: 1.135
[50,   151] loss: 0.749
Epoch: 49, Loss: 0.05282, Accuracy: 0.93
Accuracy: 0.39, Total items: 576
[51,     1] loss: 0.058
[51,    51] loss: 1.029
[51,   101] loss: 0.701
[51,   151] loss: 0.887
Epoch: 50, Loss: 0.05372, Accuracy: 0.94
Accuracy: 0.35, Total items: 576
[52,     1] loss: 0.010
[52,    51] loss: 1.929
[52,   101] loss: 1.099
[52,   151] loss: 1.024
Epoch: 51, Loss: 0.05063, Accuracy: 0.92
Accuracy: 0.40, Total items: 576
[53,     1] loss: 0.001
[53,    51] loss: 0.640
[53,   101] loss: 0.652
[53,   151] loss: 0.764
Epoch: 52, Loss: 0.02040, Accuracy: 0.96
Accuracy: 0.40, Total items: 576
[54,     1] loss: 0.003
[54,    51] loss: 0.452
[54,   101] loss: 0.407
[54,   151] loss: 0.415
Epoch: 53, Loss: 0.02466, Accuracy: 0.97
Accuracy: 0.40, Total items: 576
[55,     1] loss: 0.000
[55,    51] loss: 0.267
[55,   101] loss: 0.650
[55,   151] loss: 0.197
Epoch: 54, Loss: 0.01390, Accuracy: 0.98
Accuracy: 0.40, Total items: 576
[56,     1] loss: 0.000
[56,    51] loss: 0.234
[56,   101] loss: 0.326
[56,   151] loss: 0.601
Epoch: 55, Loss: 0.02743, Accuracy: 0.97
Accuracy: 0.34, Total items: 576
[57,     1] loss: 0.001
[57,    51] loss: 0.600
[57,   101] loss: 0.500
[57,   151] loss: 0.656
Epoch: 56, Loss: 0.06190, Accuracy: 0.96
Accuracy: 0.38, Total items: 576
[58,     1] loss: 0.002
[58,    51] loss: 1.925
[58,   101] loss: 0.775
[58,   151] loss: 0.318
Epoch: 57, Loss: 0.01501, Accuracy: 0.95
Accuracy: 0.38, Total items: 576
[59,     1] loss: 0.005
[59,    51] loss: 0.274
[59,   101] loss: 0.313
[59,   151] loss: 0.236
Epoch: 58, Loss: 0.01485, Accuracy: 0.98
Accuracy: 0.35, Total items: 576
[60,     1] loss: 0.000
[60,    51] loss: 0.381
[60,   101] loss: 0.562
[60,   151] loss: 0.658
Epoch: 59, Loss: 0.03173, Accuracy: 0.96
Accuracy: 0.38, Total items: 576
[61,     1] loss: 0.005
[61,    51] loss: 0.850
[61,   101] loss: 0.575
[61,   151] loss: 0.693
Epoch: 60, Loss: 0.01568, Accuracy: 0.96
Accuracy: 0.38, Total items: 576
[62,     1] loss: 0.007
[62,    51] loss: 0.376
[62,   101] loss: 0.517
[62,   151] loss: 0.305
Epoch: 61, Loss: 0.02317, Accuracy: 0.97
Accuracy: 0.40, Total items: 576
[63,     1] loss: 0.016
[63,    51] loss: 0.340
[63,   101] loss: 0.510
[63,   151] loss: 0.444
Epoch: 62, Loss: 0.01526, Accuracy: 0.98
Accuracy: 0.36, Total items: 576
[64,     1] loss: 0.000
[64,    51] loss: 0.161
[64,   101] loss: 0.254
[64,   151] loss: 0.244
Epoch: 63, Loss: 0.01089, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[65,     1] loss: 0.000
[65,    51] loss: 0.168
[65,   101] loss: 0.358
[65,   151] loss: 0.281
Epoch: 64, Loss: 0.01032, Accuracy: 0.98
Accuracy: 0.36, Total items: 576
[66,     1] loss: 0.000
[66,    51] loss: 0.323
[66,   101] loss: 0.230
[66,   151] loss: 0.732
Epoch: 65, Loss: 0.03871, Accuracy: 0.97
Accuracy: 0.37, Total items: 576
[67,     1] loss: 0.033
[67,    51] loss: 0.292
[67,   101] loss: 0.565
[67,   151] loss: 0.366
Epoch: 66, Loss: 0.02277, Accuracy: 0.97
Accuracy: 0.36, Total items: 576
[68,     1] loss: 0.004
[68,    51] loss: 0.198
[68,   101] loss: 0.271
[68,   151] loss: 0.393
Epoch: 67, Loss: 0.01491, Accuracy: 0.98
Accuracy: 0.41, Total items: 576
[69,     1] loss: 0.000
[69,    51] loss: 0.185
[69,   101] loss: 0.161
[69,   151] loss: 0.778
Epoch: 68, Loss: 0.02776, Accuracy: 0.98
Accuracy: 0.39, Total items: 576
[70,     1] loss: 0.005
[70,    51] loss: 0.584
[70,   101] loss: 0.481
[70,   151] loss: 0.457
Epoch: 69, Loss: 0.02256, Accuracy: 0.97
Accuracy: 0.35, Total items: 576
[71,     1] loss: 0.000
[71,    51] loss: 0.244
[71,   101] loss: 0.317
[71,   151] loss: 0.226
Epoch: 70, Loss: 0.01040, Accuracy: 0.98
Accuracy: 0.39, Total items: 576
[72,     1] loss: 0.000
[72,    51] loss: 0.735
[72,   101] loss: 0.632
[72,   151] loss: 0.573
Epoch: 71, Loss: 0.01068, Accuracy: 0.97
Accuracy: 0.37, Total items: 576
[73,     1] loss: 0.001
[73,    51] loss: 0.282
[73,   101] loss: 0.568
[73,   151] loss: 0.385
Epoch: 72, Loss: 0.01190, Accuracy: 0.98
Accuracy: 0.40, Total items: 576
[74,     1] loss: 0.000
[74,    51] loss: 0.234
[74,   101] loss: 0.208
[74,   151] loss: 0.232
Epoch: 73, Loss: 0.00805, Accuracy: 0.98
Accuracy: 0.38, Total items: 576
[75,     1] loss: 0.003
[75,    51] loss: 0.153
[75,   101] loss: 0.221
[75,   151] loss: 0.187
Epoch: 74, Loss: 0.01010, Accuracy: 0.99
Accuracy: 0.38, Total items: 576
[76,     1] loss: 0.000
[76,    51] loss: 0.237
[76,   101] loss: 0.314
[76,   151] loss: 0.243
Epoch: 75, Loss: 0.00838, Accuracy: 0.98
Accuracy: 0.39, Total items: 576
[77,     1] loss: 0.007
[77,    51] loss: 0.191
[77,   101] loss: 0.231
[77,   151] loss: 0.152
Epoch: 76, Loss: 0.00751, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[78,     1] loss: 0.000
[78,    51] loss: 0.129
[78,   101] loss: 0.205
[78,   151] loss: 0.228
Epoch: 77, Loss: 0.00954, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[79,     1] loss: 0.000
[79,    51] loss: 0.192
[79,   101] loss: 0.150
[79,   151] loss: 0.188
Epoch: 78, Loss: 0.01064, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[80,     1] loss: 0.000
[80,    51] loss: 0.145
[80,   101] loss: 0.169
[80,   151] loss: 0.228
Epoch: 79, Loss: 0.00610, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[81,     1] loss: 0.000
[81,    51] loss: 0.118
[81,   101] loss: 0.175
[81,   151] loss: 0.159
Epoch: 80, Loss: 0.01060, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[82,     1] loss: 0.015
[82,    51] loss: 0.117
[82,   101] loss: 0.168
[82,   151] loss: 0.129
Epoch: 81, Loss: 0.01354, Accuracy: 0.99
Accuracy: 0.41, Total items: 576
[83,     1] loss: 0.000
[83,    51] loss: 0.220
[83,   101] loss: 0.201
[83,   151] loss: 0.135
Epoch: 82, Loss: 0.00559, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[84,     1] loss: 0.000
[84,    51] loss: 0.368
[84,   101] loss: 0.405
[84,   151] loss: 0.190
Epoch: 83, Loss: 0.01479, Accuracy: 0.98
Accuracy: 0.41, Total items: 576
[85,     1] loss: 0.000
[85,    51] loss: 0.648
[85,   101] loss: 0.316
[85,   151] loss: 0.289
Epoch: 84, Loss: 0.00937, Accuracy: 0.98
Accuracy: 0.39, Total items: 576
[86,     1] loss: 0.000
[86,    51] loss: 0.175
[86,   101] loss: 0.223
[86,   151] loss: 0.187
Epoch: 85, Loss: 0.00733, Accuracy: 0.98
Accuracy: 0.40, Total items: 576
[87,     1] loss: 0.000
[87,    51] loss: 0.197
[87,   101] loss: 0.144
[87,   151] loss: 0.225
Epoch: 86, Loss: 0.00819, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[88,     1] loss: 0.000
[88,    51] loss: 0.168
[88,   101] loss: 0.205
[88,   151] loss: 0.219
Epoch: 87, Loss: 0.00489, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[89,     1] loss: 0.000
[89,    51] loss: 0.237
[89,   101] loss: 0.179
[89,   151] loss: 0.142
Epoch: 88, Loss: 0.00559, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[90,     1] loss: 0.000
[90,    51] loss: 0.136
[90,   101] loss: 0.133
[90,   151] loss: 0.222
Epoch: 89, Loss: 0.00755, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[91,     1] loss: 0.012
[91,    51] loss: 0.161
[91,   101] loss: 0.127
[91,   151] loss: 0.237
Epoch: 90, Loss: 0.00450, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[92,     1] loss: 0.000
[92,    51] loss: 0.104
[92,   101] loss: 0.188
[92,   151] loss: 0.164
Epoch: 91, Loss: 0.00898, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[93,     1] loss: 0.023
[93,    51] loss: 0.183
[93,   101] loss: 0.131
[93,   151] loss: 0.115
Epoch: 92, Loss: 0.00856, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[94,     1] loss: 0.000
[94,    51] loss: 0.126
[94,   101] loss: 0.265
[94,   151] loss: 0.080
Epoch: 93, Loss: 0.00738, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[95,     1] loss: 0.012
[95,    51] loss: 0.187
[95,   101] loss: 0.118
[95,   151] loss: 0.134
Epoch: 94, Loss: 0.00804, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[96,     1] loss: 0.000
[96,    51] loss: 0.202
[96,   101] loss: 0.152
[96,   151] loss: 0.152
Epoch: 95, Loss: 0.00451, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[97,     1] loss: 0.000
[97,    51] loss: 0.162
[97,   101] loss: 0.181
[97,   151] loss: 0.180
Epoch: 96, Loss: 0.00443, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[98,     1] loss: 0.016
[98,    51] loss: 0.127
[98,   101] loss: 0.122
[98,   151] loss: 0.252
Epoch: 97, Loss: 0.00357, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[99,     1] loss: 0.000
[99,    51] loss: 0.084
[99,   101] loss: 0.148
[99,   151] loss: 0.214
Epoch: 98, Loss: 0.00690, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[100,     1] loss: 0.009
[100,    51] loss: 0.223
[100,   101] loss: 0.130
[100,   151] loss: 0.141
Epoch: 99, Loss: 0.00451, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
Finished Training
Accuracy: 0.39, Total items: 576
[[48. 19.  7.  5.  6.  3.  6. 10.  1.  3.]
 [12. 44. 12.  5.  4.  1.  2.  1.  5.  7.]
 [ 6. 16. 49.  2.  5.  7.  2.  8.  5.  1.]
 [ 5.  9.  8. 11.  6.  1.  1.  2.  4.  2.]
 [ 6.  5.  7.  3.  7.  3.  1.  3.  2.  1.]
 [ 6.  8.  7.  9.  3.  5.  3.  3.  0.  1.]
 [ 4.  3.  2.  0.  1.  0. 23.  6.  1.  0.]
 [ 5.  5.  5.  1.  1.  2.  2. 11.  0.  1.]
 [ 2.  5.  5.  0.  4.  1.  3.  0. 19.  1.]
 [ 3.  5.  4.  1.  1.  1.  3.  3.  1.  7.]]
Below is ResNet
[1,     1] loss: 0.548
[1,    51] loss: 21.852
[1,   101] loss: 15.626
[1,   151] loss: 12.531
Epoch: 0, Loss: 0.49302, Accuracy: 0.25
Accuracy: 0.24, Total items: 576
[2,     1] loss: 0.256
[2,    51] loss: 12.807
[2,   101] loss: 11.376
[2,   151] loss: 10.815
Epoch: 1, Loss: 0.47083, Accuracy: 0.22
Accuracy: 0.22, Total items: 576
[3,     1] loss: 0.223
[3,    51] loss: 10.595
[3,   101] loss: 10.834
[3,   151] loss: 10.999
Epoch: 2, Loss: 0.48861, Accuracy: 0.22
Accuracy: 0.30, Total items: 576
[4,     1] loss: 0.205
[4,    51] loss: 10.910
[4,   101] loss: 10.684
[4,   151] loss: 10.645
Epoch: 3, Loss: 0.46235, Accuracy: 0.24
Accuracy: 0.29, Total items: 576
[5,     1] loss: 0.200
[5,    51] loss: 10.745
[5,   101] loss: 10.678
[5,   151] loss: 10.805
Epoch: 4, Loss: 0.45890, Accuracy: 0.24
Accuracy: 0.29, Total items: 576
[6,     1] loss: 0.233
[6,    51] loss: 10.465
[6,   101] loss: 10.492
[6,   151] loss: 10.430
Epoch: 5, Loss: 0.45422, Accuracy: 0.26
Accuracy: 0.32, Total items: 576
[7,     1] loss: 0.217
[7,    51] loss: 10.417
[7,   101] loss: 10.382
[7,   151] loss: 10.239
Epoch: 6, Loss: 0.43752, Accuracy: 0.26
Accuracy: 0.26, Total items: 576
[8,     1] loss: 0.200
[8,    51] loss: 10.507
[8,   101] loss: 10.300
[8,   151] loss: 10.030
Epoch: 7, Loss: 0.43433, Accuracy: 0.27
Accuracy: 0.30, Total items: 576
[9,     1] loss: 0.239
[9,    51] loss: 9.656
[9,   101] loss: 9.924
[9,   151] loss: 9.863
Epoch: 8, Loss: 0.42926, Accuracy: 0.32
Accuracy: 0.35, Total items: 576
[10,     1] loss: 0.202
[10,    51] loss: 9.536
[10,   101] loss: 9.345
[10,   151] loss: 9.759
Epoch: 9, Loss: 0.43729, Accuracy: 0.33
Accuracy: 0.35, Total items: 576
[11,     1] loss: 0.152
[11,    51] loss: 9.849
[11,   101] loss: 9.235
[11,   151] loss: 9.070
Epoch: 10, Loss: 0.42350, Accuracy: 0.34
Accuracy: 0.36, Total items: 576
[12,     1] loss: 0.193
[12,    51] loss: 9.180
[12,   101] loss: 9.215
[12,   151] loss: 9.033
Epoch: 11, Loss: 0.42536, Accuracy: 0.35
Accuracy: 0.34, Total items: 576
[13,     1] loss: 0.178
[13,    51] loss: 9.242
[13,   101] loss: 9.037
[13,   151] loss: 9.428
Epoch: 12, Loss: 0.39333, Accuracy: 0.37
Accuracy: 0.38, Total items: 576
[14,     1] loss: 0.142
[14,    51] loss: 8.870
[14,   101] loss: 9.048
[14,   151] loss: 8.945
Epoch: 13, Loss: 0.37250, Accuracy: 0.38
Accuracy: 0.41, Total items: 576
[15,     1] loss: 0.183
[15,    51] loss: 8.572
[15,   101] loss: 8.592
[15,   151] loss: 8.723
Epoch: 14, Loss: 0.37428, Accuracy: 0.40
Accuracy: 0.39, Total items: 576
[16,     1] loss: 0.135
[16,    51] loss: 8.181
[16,   101] loss: 8.799
[16,   151] loss: 8.852
Epoch: 15, Loss: 0.37108, Accuracy: 0.41
Accuracy: 0.35, Total items: 576
[17,     1] loss: 0.137
[17,    51] loss: 8.975
[17,   101] loss: 8.676
[17,   151] loss: 8.148
Epoch: 16, Loss: 0.36362, Accuracy: 0.41
Accuracy: 0.41, Total items: 576
[18,     1] loss: 0.146
[18,    51] loss: 8.020
[18,   101] loss: 8.370
[18,   151] loss: 8.640
Epoch: 17, Loss: 0.35703, Accuracy: 0.43
Accuracy: 0.34, Total items: 576
[19,     1] loss: 0.125
[19,    51] loss: 8.225
[19,   101] loss: 7.841
[19,   151] loss: 7.964
Epoch: 18, Loss: 0.35016, Accuracy: 0.44
Accuracy: 0.37, Total items: 576
[20,     1] loss: 0.152
[20,    51] loss: 7.609
[20,   101] loss: 7.921
[20,   151] loss: 8.013
Epoch: 19, Loss: 0.33539, Accuracy: 0.45
Accuracy: 0.38, Total items: 576
[21,     1] loss: 0.125
[21,    51] loss: 7.853
[21,   101] loss: 7.402
[21,   151] loss: 7.487
Epoch: 20, Loss: 0.32467, Accuracy: 0.47
Accuracy: 0.41, Total items: 576
[22,     1] loss: 0.124
[22,    51] loss: 7.159
[22,   101] loss: 7.395
[22,   151] loss: 7.207
Epoch: 21, Loss: 0.31955, Accuracy: 0.50
Accuracy: 0.40, Total items: 576
[23,     1] loss: 0.144
[23,    51] loss: 7.208
[23,   101] loss: 7.549
[23,   151] loss: 7.498
Epoch: 22, Loss: 0.31830, Accuracy: 0.49
Accuracy: 0.41, Total items: 576
[24,     1] loss: 0.128
[24,    51] loss: 8.354
[24,   101] loss: 7.877
[24,   151] loss: 7.396
Epoch: 23, Loss: 0.33636, Accuracy: 0.46
Accuracy: 0.41, Total items: 576
[25,     1] loss: 0.151
[25,    51] loss: 6.619
[25,   101] loss: 7.062
[25,   151] loss: 7.299
Epoch: 24, Loss: 0.32341, Accuracy: 0.49
Accuracy: 0.39, Total items: 576
[26,     1] loss: 0.155
[26,    51] loss: 6.620
[26,   101] loss: 6.297
[26,   151] loss: 7.023
Epoch: 25, Loss: 0.28075, Accuracy: 0.52
Accuracy: 0.41, Total items: 576
[27,     1] loss: 0.083
[27,    51] loss: 6.218
[27,   101] loss: 5.800
[27,   151] loss: 6.204
Epoch: 26, Loss: 0.25940, Accuracy: 0.58
Accuracy: 0.38, Total items: 576
[28,     1] loss: 0.166
[28,    51] loss: 6.942
[28,   101] loss: 6.173
[28,   151] loss: 6.212
Epoch: 27, Loss: 0.28226, Accuracy: 0.55
Accuracy: 0.45, Total items: 576
[29,     1] loss: 0.072
[29,    51] loss: 5.173
[29,   101] loss: 5.959
[29,   151] loss: 5.956
Epoch: 28, Loss: 0.24055, Accuracy: 0.60
Accuracy: 0.40, Total items: 576
[30,     1] loss: 0.070
[30,    51] loss: 5.101
[30,   101] loss: 5.054
[30,   151] loss: 5.604
Epoch: 29, Loss: 0.21836, Accuracy: 0.64
Accuracy: 0.44, Total items: 576
[31,     1] loss: 0.111
[31,    51] loss: 4.627
[31,   101] loss: 5.312
[31,   151] loss: 5.767
Epoch: 30, Loss: 0.22214, Accuracy: 0.64
Accuracy: 0.40, Total items: 576
[32,     1] loss: 0.070
[32,    51] loss: 4.263
[32,   101] loss: 3.862
[32,   151] loss: 4.583
Epoch: 31, Loss: 0.18201, Accuracy: 0.71
Accuracy: 0.45, Total items: 576
[33,     1] loss: 0.035
[33,    51] loss: 3.553
[33,   101] loss: 3.248
[33,   151] loss: 3.621
Epoch: 32, Loss: 0.18667, Accuracy: 0.75
Accuracy: 0.39, Total items: 576
[34,     1] loss: 0.055
[34,    51] loss: 2.911
[34,   101] loss: 3.200
[34,   151] loss: 3.455
Epoch: 33, Loss: 0.14776, Accuracy: 0.77
Accuracy: 0.41, Total items: 576
[35,     1] loss: 0.041
[35,    51] loss: 2.440
[35,   101] loss: 2.576
[35,   151] loss: 2.916
Epoch: 34, Loss: 0.11463, Accuracy: 0.82
Accuracy: 0.44, Total items: 576
[36,     1] loss: 0.041
[36,    51] loss: 2.720
[36,   101] loss: 2.511
[36,   151] loss: 2.379
Epoch: 35, Loss: 0.11218, Accuracy: 0.83
Accuracy: 0.38, Total items: 576
[37,     1] loss: 0.077
[37,    51] loss: 1.400
[37,   101] loss: 1.510
[37,   151] loss: 1.620
Epoch: 36, Loss: 0.08024, Accuracy: 0.89
Accuracy: 0.39, Total items: 576
[38,     1] loss: 0.118
[38,    51] loss: 2.035
[38,   101] loss: 2.127
[38,   151] loss: 1.539
Epoch: 37, Loss: 0.07565, Accuracy: 0.88
Accuracy: 0.32, Total items: 576
[39,     1] loss: 0.008
[39,    51] loss: 1.046
[39,   101] loss: 1.090
[39,   151] loss: 1.463
Epoch: 38, Loss: 0.09701, Accuracy: 0.91
Accuracy: 0.38, Total items: 576
[40,     1] loss: 0.019
[40,    51] loss: 1.065
[40,   101] loss: 0.672
[40,   151] loss: 1.106
Epoch: 39, Loss: 0.04906, Accuracy: 0.93
Accuracy: 0.38, Total items: 576
[41,     1] loss: 0.003
[41,    51] loss: 1.124
[41,   101] loss: 1.300
[41,   151] loss: 1.570
Epoch: 40, Loss: 0.05746, Accuracy: 0.91
Accuracy: 0.40, Total items: 576
[42,     1] loss: 0.014
[42,    51] loss: 1.040
[42,   101] loss: 0.691
[42,   151] loss: 0.459
Epoch: 41, Loss: 0.01973, Accuracy: 0.95
Accuracy: 0.40, Total items: 576
[43,     1] loss: 0.036
[43,    51] loss: 0.692
[43,   101] loss: 0.727
[43,   151] loss: 0.897
Epoch: 42, Loss: 0.05372, Accuracy: 0.94
Accuracy: 0.36, Total items: 576
[44,     1] loss: 0.054
[44,    51] loss: 0.871
[44,   101] loss: 0.789
[44,   151] loss: 0.642
Epoch: 43, Loss: 0.03898, Accuracy: 0.94
Accuracy: 0.41, Total items: 576
[45,     1] loss: 0.017
[45,    51] loss: 0.674
[45,   101] loss: 0.725
[45,   151] loss: 0.755
Epoch: 44, Loss: 0.04821, Accuracy: 0.95
Accuracy: 0.39, Total items: 576
[46,     1] loss: 0.010
[46,    51] loss: 0.658
[46,   101] loss: 0.575
[46,   151] loss: 0.743
Epoch: 45, Loss: 0.02574, Accuracy: 0.96
Accuracy: 0.38, Total items: 576
[47,     1] loss: 0.011
[47,    51] loss: 0.735
[47,   101] loss: 0.596
[47,   151] loss: 0.504
Epoch: 46, Loss: 0.03144, Accuracy: 0.96
Accuracy: 0.36, Total items: 576
[48,     1] loss: 0.000
[48,    51] loss: 0.406
[48,   101] loss: 0.725
[48,   151] loss: 0.716
Epoch: 47, Loss: 0.04447, Accuracy: 0.96
Accuracy: 0.33, Total items: 576
[49,     1] loss: 0.008
[49,    51] loss: 0.579
[49,   101] loss: 0.596
[49,   151] loss: 0.491
Epoch: 48, Loss: 0.04694, Accuracy: 0.96
Accuracy: 0.38, Total items: 576
[50,     1] loss: 0.017
[50,    51] loss: 0.783
[50,   101] loss: 0.718
[50,   151] loss: 0.566
Epoch: 49, Loss: 0.03283, Accuracy: 0.96
Accuracy: 0.41, Total items: 576
[51,     1] loss: 0.003
[51,    51] loss: 1.088
[51,   101] loss: 0.702
[51,   151] loss: 0.992
Epoch: 50, Loss: 0.02217, Accuracy: 0.95
Accuracy: 0.40, Total items: 576
[52,     1] loss: 0.002
[52,    51] loss: 0.468
[52,   101] loss: 0.228
[52,   151] loss: 0.617
Epoch: 51, Loss: 0.02528, Accuracy: 0.97
Accuracy: 0.36, Total items: 576
[53,     1] loss: 0.026
[53,    51] loss: 0.277
[53,   101] loss: 0.270
[53,   151] loss: 0.202
Epoch: 52, Loss: 0.02466, Accuracy: 0.98
Accuracy: 0.32, Total items: 576
[54,     1] loss: 0.000
[54,    51] loss: 0.781
[54,   101] loss: 0.404
[54,   151] loss: 0.840
Epoch: 53, Loss: 0.01628, Accuracy: 0.96
Accuracy: 0.40, Total items: 576
[55,     1] loss: 0.000
[55,    51] loss: 0.328
[55,   101] loss: 0.417
[55,   151] loss: 0.138
Epoch: 54, Loss: 0.01521, Accuracy: 0.98
Accuracy: 0.38, Total items: 576
[56,     1] loss: 0.000
[56,    51] loss: 0.340
[56,   101] loss: 0.358
[56,   151] loss: 0.384
Epoch: 55, Loss: 0.02034, Accuracy: 0.97
Accuracy: 0.37, Total items: 576
[57,     1] loss: 0.033
[57,    51] loss: 0.425
[57,   101] loss: 0.482
[57,   151] loss: 1.137
Epoch: 56, Loss: 0.02263, Accuracy: 0.96
Accuracy: 0.43, Total items: 576
[58,     1] loss: 0.111
[58,    51] loss: 0.439
[58,   101] loss: 0.167
[58,   151] loss: 0.387
Epoch: 57, Loss: 0.01872, Accuracy: 0.97
Accuracy: 0.42, Total items: 576
[59,     1] loss: 0.000
[59,    51] loss: 0.276
[59,   101] loss: 0.195
[59,   151] loss: 0.126
Epoch: 58, Loss: 0.01298, Accuracy: 0.98
Accuracy: 0.44, Total items: 576
[60,     1] loss: 0.019
[60,    51] loss: 0.271
[60,   101] loss: 0.305
[60,   151] loss: 0.329
Epoch: 59, Loss: 0.00949, Accuracy: 0.98
Accuracy: 0.40, Total items: 576
[61,     1] loss: 0.000
[61,    51] loss: 0.943
[61,   101] loss: 0.479
[61,   151] loss: 0.365
Epoch: 60, Loss: 0.01129, Accuracy: 0.96
Accuracy: 0.37, Total items: 576
[62,     1] loss: 0.000
[62,    51] loss: 0.191
[62,   101] loss: 0.181
[62,   151] loss: 0.506
Epoch: 61, Loss: 0.01070, Accuracy: 0.98
Accuracy: 0.39, Total items: 576
[63,     1] loss: 0.018
[63,    51] loss: 0.168
[63,   101] loss: 0.153
[63,   151] loss: 0.253
Epoch: 62, Loss: 0.01721, Accuracy: 0.98
Accuracy: 0.40, Total items: 576
[64,     1] loss: 0.007
[64,    51] loss: 0.563
[64,   101] loss: 0.224
[64,   151] loss: 0.188
Epoch: 63, Loss: 0.02579, Accuracy: 0.98
Accuracy: 0.40, Total items: 576
[65,     1] loss: 0.003
[65,    51] loss: 0.925
[65,   101] loss: 0.741
[65,   151] loss: 0.303
Epoch: 64, Loss: 0.01301, Accuracy: 0.97
Accuracy: 0.40, Total items: 576
[66,     1] loss: 0.006
[66,    51] loss: 0.159
[66,   101] loss: 0.271
[66,   151] loss: 0.145
Epoch: 65, Loss: 0.01786, Accuracy: 0.98
Accuracy: 0.41, Total items: 576
[67,     1] loss: 0.001
[67,    51] loss: 0.388
[67,   101] loss: 0.384
[67,   151] loss: 0.186
Epoch: 66, Loss: 0.01496, Accuracy: 0.97
Accuracy: 0.42, Total items: 576
[68,     1] loss: 0.021
[68,    51] loss: 0.264
[68,   101] loss: 0.145
[68,   151] loss: 0.253
Epoch: 67, Loss: 0.01298, Accuracy: 0.98
Accuracy: 0.39, Total items: 576
[69,     1] loss: 0.017
[69,    51] loss: 0.197
[69,   101] loss: 0.207
[69,   151] loss: 0.163
Epoch: 68, Loss: 0.00508, Accuracy: 0.99
Accuracy: 0.41, Total items: 576
[70,     1] loss: 0.015
[70,    51] loss: 0.095
[70,   101] loss: 0.123
[70,   151] loss: 0.195
Epoch: 69, Loss: 0.01191, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[71,     1] loss: 0.000
[71,    51] loss: 0.126
[71,   101] loss: 0.182
[71,   151] loss: 0.164
Epoch: 70, Loss: 0.03740, Accuracy: 0.98
Accuracy: 0.39, Total items: 576
[72,     1] loss: 0.030
[72,    51] loss: 0.225
[72,   101] loss: 0.215
[72,   151] loss: 0.701
Epoch: 71, Loss: 0.01338, Accuracy: 0.97
Accuracy: 0.38, Total items: 576
[73,     1] loss: 0.000
[73,    51] loss: 0.249
[73,   101] loss: 0.169
[73,   151] loss: 0.234
Epoch: 72, Loss: 0.00873, Accuracy: 0.98
Accuracy: 0.38, Total items: 576
[74,     1] loss: 0.024
[74,    51] loss: 0.530
[74,   101] loss: 0.255
[74,   151] loss: 0.137
Epoch: 73, Loss: 0.00999, Accuracy: 0.98
Accuracy: 0.43, Total items: 576
[75,     1] loss: 0.000
[75,    51] loss: 0.211
[75,   101] loss: 0.168
[75,   151] loss: 0.124
Epoch: 74, Loss: 0.00827, Accuracy: 0.99
Accuracy: 0.42, Total items: 576
[76,     1] loss: 0.000
[76,    51] loss: 0.128
[76,   101] loss: 0.194
[76,   151] loss: 0.194
Epoch: 75, Loss: 0.00731, Accuracy: 0.99
Accuracy: 0.42, Total items: 576
[77,     1] loss: 0.017
[77,    51] loss: 0.183
[77,   101] loss: 0.159
[77,   151] loss: 0.146
Epoch: 76, Loss: 0.00751, Accuracy: 0.99
Accuracy: 0.41, Total items: 576
[78,     1] loss: 0.000
[78,    51] loss: 0.172
[78,   101] loss: 0.224
[78,   151] loss: 0.144
Epoch: 77, Loss: 0.00665, Accuracy: 0.99
Accuracy: 0.42, Total items: 576
[79,     1] loss: 0.000
[79,    51] loss: 0.204
[79,   101] loss: 0.206
[79,   151] loss: 0.146
Epoch: 78, Loss: 0.00423, Accuracy: 0.99
Accuracy: 0.41, Total items: 576
[80,     1] loss: 0.000
[80,    51] loss: 0.167
[80,   101] loss: 0.164
[80,   151] loss: 0.170
Epoch: 79, Loss: 0.00608, Accuracy: 0.99
Accuracy: 0.41, Total items: 576
[81,     1] loss: 0.000
[81,    51] loss: 0.121
[81,   101] loss: 0.165
[81,   151] loss: 0.175
Epoch: 80, Loss: 0.00790, Accuracy: 0.99
Accuracy: 0.41, Total items: 576
[82,     1] loss: 0.000
[82,    51] loss: 0.190
[82,   101] loss: 0.162
[82,   151] loss: 0.172
Epoch: 81, Loss: 0.00616, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[83,     1] loss: 0.000
[83,    51] loss: 0.127
[83,   101] loss: 0.210
[83,   151] loss: 0.172
Epoch: 82, Loss: 0.00517, Accuracy: 0.99
Accuracy: 0.39, Total items: 576
[84,     1] loss: 0.008
[84,    51] loss: 0.174
[84,   101] loss: 0.172
[84,   151] loss: 0.140
Epoch: 83, Loss: 0.00566, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[85,     1] loss: 0.000
[85,    51] loss: 0.170
[85,   101] loss: 0.179
[85,   151] loss: 0.180
Epoch: 84, Loss: 0.00544, Accuracy: 0.99
Accuracy: 0.41, Total items: 576
[86,     1] loss: 0.000
[86,    51] loss: 0.147
[86,   101] loss: 0.277
[86,   151] loss: 0.107
Epoch: 85, Loss: 0.00410, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[87,     1] loss: 0.000
[87,    51] loss: 0.139
[87,   101] loss: 0.224
[87,   151] loss: 0.125
Epoch: 86, Loss: 0.00580, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[88,     1] loss: 0.000
[88,    51] loss: 0.136
[88,   101] loss: 0.188
[88,   151] loss: 0.173
Epoch: 87, Loss: 0.00602, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[89,     1] loss: 0.008
[89,    51] loss: 0.201
[89,   101] loss: 0.129
[89,   151] loss: 0.154
Epoch: 88, Loss: 0.00563, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[90,     1] loss: 0.021
[90,    51] loss: 0.173
[90,   101] loss: 0.160
[90,   151] loss: 0.107
Epoch: 89, Loss: 0.00635, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[91,     1] loss: 0.008
[91,    51] loss: 0.153
[91,   101] loss: 0.094
[91,   151] loss: 0.126
Epoch: 90, Loss: 0.01227, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[92,     1] loss: 0.000
[92,    51] loss: 0.091
[92,   101] loss: 0.185
[92,   151] loss: 0.197
Epoch: 91, Loss: 0.00719, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[93,     1] loss: 0.000
[93,    51] loss: 0.132
[93,   101] loss: 0.179
[93,   151] loss: 0.126
Epoch: 92, Loss: 0.00821, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[94,     1] loss: 0.000
[94,    51] loss: 0.141
[94,   101] loss: 0.182
[94,   151] loss: 0.152
Epoch: 93, Loss: 0.00636, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[95,     1] loss: 0.000
[95,    51] loss: 0.162
[95,   101] loss: 0.130
[95,   151] loss: 0.162
Epoch: 94, Loss: 0.00759, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[96,     1] loss: 0.000
[96,    51] loss: 0.151
[96,   101] loss: 0.139
[96,   151] loss: 0.133
Epoch: 95, Loss: 0.00814, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[97,     1] loss: 0.000
[97,    51] loss: 0.154
[97,   101] loss: 0.147
[97,   151] loss: 0.149
Epoch: 96, Loss: 0.00665, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[98,     1] loss: 0.000
[98,    51] loss: 0.107
[98,   101] loss: 0.129
[98,   151] loss: 0.146
Epoch: 97, Loss: 0.00973, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[99,     1] loss: 0.000
[99,    51] loss: 0.127
[99,   101] loss: 0.162
[99,   151] loss: 0.148
Epoch: 98, Loss: 0.00694, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
[100,     1] loss: 0.000
[100,    51] loss: 0.121
[100,   101] loss: 0.207
[100,   151] loss: 0.108
Epoch: 99, Loss: 0.00689, Accuracy: 0.99
Accuracy: 0.40, Total items: 576
Finished Training
Accuracy: 0.40, Total items: 576
[[45. 16.  8.  7.  3. 11.  1.  9.  5.  3.]
 [10. 43. 18.  3.  4.  3.  0.  0.  5.  7.]
 [ 4. 12. 53.  8.  4.  5.  5.  6.  2.  2.]
 [ 7.  4.  9. 16.  4.  1.  1.  5.  1.  1.]
 [ 1.  7.  8.  4.  7.  3.  5.  1.  0.  2.]
 [ 6.  5.  3.  6.  7.  6.  4.  6.  0.  2.]
 [ 2.  1.  0.  0.  3.  0. 25.  9.  0.  0.]
 [ 2.  5.  2.  1.  2.  3.  4. 14.  0.  0.]
 [ 3.  6.  3.  0.  4.  3.  2.  1. 16.  2.]
 [ 5.  6.  4.  2.  1.  0.  2.  2.  3.  4.]]