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net3.log
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net3.log
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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: 0.223
[1, 51] loss: 11.385
[1, 101] loss: 11.224
[1, 151] loss: 10.826
[1, 201] loss: 10.960
[1, 251] loss: 10.582
Epoch: 0, Loss: 2.18776, Accuracy: 0.20
Accuracy: 0.27, Total items: 576
[2, 1] loss: 0.205
[2, 51] loss: 10.807
[2, 101] loss: 10.403
[2, 151] loss: 10.087
[2, 201] loss: 10.184
[2, 251] loss: 10.216
Epoch: 1, Loss: 2.06693, Accuracy: 0.25
Accuracy: 0.29, Total items: 576
[3, 1] loss: 0.176
[3, 51] loss: 9.859
[3, 101] loss: 10.342
[3, 151] loss: 10.376
[3, 201] loss: 10.161
[3, 251] loss: 9.973
Epoch: 2, Loss: 2.02288, Accuracy: 0.27
Accuracy: 0.27, Total items: 576
[4, 1] loss: 0.175
[4, 51] loss: 10.086
[4, 101] loss: 9.821
[4, 151] loss: 9.982
[4, 201] loss: 9.560
[4, 251] loss: 9.448
Epoch: 3, Loss: 1.94080, Accuracy: 0.31
Accuracy: 0.35, Total items: 576
[5, 1] loss: 0.183
[5, 51] loss: 9.173
[5, 101] loss: 8.984
[5, 151] loss: 9.258
[5, 201] loss: 9.191
[5, 251] loss: 8.460
Epoch: 4, Loss: 1.80419, Accuracy: 0.37
Accuracy: 0.39, Total items: 576
[6, 1] loss: 0.214
[6, 51] loss: 8.753
[6, 101] loss: 8.575
[6, 151] loss: 8.554
[6, 201] loss: 8.197
[6, 251] loss: 8.453
Epoch: 5, Loss: 1.69336, Accuracy: 0.41
Accuracy: 0.40, Total items: 576
[7, 1] loss: 0.094
[7, 51] loss: 8.074
[7, 101] loss: 8.590
[7, 151] loss: 8.192
[7, 201] loss: 7.949
[7, 251] loss: 7.883
Epoch: 6, Loss: 1.60879, Accuracy: 0.44
Accuracy: 0.48, Total items: 576
[8, 1] loss: 0.092
[8, 51] loss: 7.703
[8, 101] loss: 7.643
[8, 151] loss: 8.003
[8, 201] loss: 7.467
[8, 251] loss: 8.363
Epoch: 7, Loss: 1.56514, Accuracy: 0.45
Accuracy: 0.48, Total items: 576
[9, 1] loss: 0.128
[9, 51] loss: 7.536
[9, 101] loss: 7.093
[9, 151] loss: 6.893
[9, 201] loss: 7.654
[9, 251] loss: 8.150
Epoch: 8, Loss: 1.48443, Accuracy: 0.48
Accuracy: 0.52, Total items: 576
[10, 1] loss: 0.163
[10, 51] loss: 6.909
[10, 101] loss: 7.725
[10, 151] loss: 7.348
[10, 201] loss: 6.906
[10, 251] loss: 7.358
Epoch: 9, Loss: 1.45673, Accuracy: 0.49
Accuracy: 0.45, Total items: 576
[11, 1] loss: 0.164
[11, 51] loss: 7.074
[11, 101] loss: 6.663
[11, 151] loss: 6.854
[11, 201] loss: 7.184
[11, 251] loss: 6.801
Epoch: 10, Loss: 1.37276, Accuracy: 0.52
Accuracy: 0.52, Total items: 576
[12, 1] loss: 0.122
[12, 51] loss: 6.268
[12, 101] loss: 6.481
[12, 151] loss: 6.802
[12, 201] loss: 6.688
[12, 251] loss: 6.720
Epoch: 11, Loss: 1.31711, Accuracy: 0.53
Accuracy: 0.50, Total items: 576
[13, 1] loss: 0.110
[13, 51] loss: 6.616
[13, 101] loss: 6.121
[13, 151] loss: 6.376
[13, 201] loss: 6.185
[13, 251] loss: 6.199
Epoch: 12, Loss: 1.25750, Accuracy: 0.55
Accuracy: 0.56, Total items: 576
[14, 1] loss: 0.133
[14, 51] loss: 5.837
[14, 101] loss: 5.588
[14, 151] loss: 5.845
[14, 201] loss: 6.162
[14, 251] loss: 6.026
Epoch: 13, Loss: 1.18358, Accuracy: 0.58
Accuracy: 0.57, Total items: 576
[15, 1] loss: 0.089
[15, 51] loss: 5.554
[15, 101] loss: 5.761
[15, 151] loss: 5.690
[15, 201] loss: 5.570
[15, 251] loss: 5.547
Epoch: 14, Loss: 1.13073, Accuracy: 0.60
Accuracy: 0.56, Total items: 576
[16, 1] loss: 0.075
[16, 51] loss: 5.253
[16, 101] loss: 5.028
[16, 151] loss: 5.236
[16, 201] loss: 5.481
[16, 251] loss: 5.179
Epoch: 15, Loss: 1.03293, Accuracy: 0.64
Accuracy: 0.59, Total items: 576
[17, 1] loss: 0.069
[17, 51] loss: 4.846
[17, 101] loss: 4.501
[17, 151] loss: 5.075
[17, 201] loss: 5.093
[17, 251] loss: 4.356
Epoch: 16, Loss: 0.95929, Accuracy: 0.66
Accuracy: 0.59, Total items: 576
[18, 1] loss: 0.091
[18, 51] loss: 4.095
[18, 101] loss: 4.138
[18, 151] loss: 4.404
[18, 201] loss: 4.324
[18, 251] loss: 4.098
Epoch: 17, Loss: 0.84865, Accuracy: 0.70
Accuracy: 0.59, Total items: 576
[19, 1] loss: 0.058
[19, 51] loss: 3.520
[19, 101] loss: 3.870
[19, 151] loss: 3.567
[19, 201] loss: 3.538
[19, 251] loss: 3.498
Epoch: 18, Loss: 0.71813, Accuracy: 0.76
Accuracy: 0.58, Total items: 576
[20, 1] loss: 0.058
[20, 51] loss: 3.266
[20, 101] loss: 3.478
[20, 151] loss: 3.134
[20, 201] loss: 2.967
[20, 251] loss: 3.163
Epoch: 19, Loss: 0.63750, Accuracy: 0.79
Accuracy: 0.62, Total items: 576
Finished Training
Accuracy: 0.62, Total items: 576
[[84. 5. 4. 5. 4. 3. 0. 3. 0. 0.]
[ 8. 57. 13. 0. 9. 0. 0. 1. 0. 5.]
[ 8. 10. 71. 2. 5. 2. 1. 1. 1. 0.]
[ 8. 2. 10. 13. 5. 4. 1. 2. 0. 4.]
[ 1. 4. 9. 1. 20. 0. 0. 0. 1. 2.]
[ 5. 2. 6. 4. 1. 14. 1. 12. 0. 0.]
[ 0. 0. 0. 0. 0. 0. 31. 8. 0. 1.]
[ 0. 1. 2. 0. 0. 6. 6. 18. 0. 0.]
[ 0. 3. 2. 0. 1. 0. 1. 0. 33. 0.]
[ 3. 4. 1. 1. 0. 2. 1. 0. 3. 14.]]