use resnet50 to train a cifar10 classifier

This commit is contained in:
2023-12-30 00:03:36 +08:00
parent 7a891969e0
commit a27d0a24d9
27 changed files with 393 additions and 19 deletions

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step train_acc
0 0.6712241768836975
1 0.6976224184036255
2 0.7157850861549377
3 0.7277812957763672
4 0.7347080707550049
1 step train_acc
2 0 0.6712241768836975
3 1 0.6976224184036255
4 2 0.7157850861549377
5 3 0.7277812957763672
6 4 0.7347080707550049

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step train_loss
0 3.0726168155670166
1 2.7409346103668213
2 2.5224294662475586
3 2.364570140838623
4 2.2422571182250977
1 step train_loss
2 0 3.0726168155670166
3 1 2.7409346103668213
4 2 2.5224294662475586
5 3 2.364570140838623
6 4 2.2422571182250977

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step valid_acc
0 0.6918894052505493
1 0.7131190896034241
2 0.7261338233947754
3 0.7339118123054504
4 0.7381500005722046
1 step valid_acc
2 0 0.6918894052505493
3 1 0.7131190896034241
4 2 0.7261338233947754
5 3 0.7339118123054504
6 4 0.7381500005722046

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step valid_loss
0 2.890321969985962
1 2.669679880142212
2 2.5183584690093994
3 2.4061686992645264
4 2.3184266090393066
1 step valid_loss
2 0 2.890321969985962
3 1 2.669679880142212
4 2 2.5183584690093994
5 3 2.4061686992645264
6 4 2.3184266090393066