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pretrained_res18.log
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pretrained_res18.log
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Preparing directory train_log
Using model resnet
Loading dataset imagenet from ../../QPyTorch/examples/IBM8/data/imagenet12/
=> using pre-trained model 'resnet18'
SWA training
---- -------- --------- -------- --------- -------- ------------- ------------ ---------
ep lr tr_loss tr_acc te_loss te_acc swa_te_loss swa_te_acc time
---- -------- --------- -------- --------- -------- ------------- ------------ ---------
1 0.0005 4.4289 19.2197 7.6122 1.5620 8330.4750
2 0.0005 2.7271 43.2638 7646.5631
3 0.0005 2.3686 50.1469 7557.6510
4 0.0129 3.3024 32.1470 7348.2997
5 0.0376 4.3020 16.0384 8.9403 0.3400 8.5762 0.4140 15173.9473
6 0.0500 4.5547 12.7347 7377.4671
7 0.0500 4.5709 12.5331 7595.1914
8 0.0500 4.5724 12.5638 7382.0933
9 0.0500 4.5799 12.4821 7629.8156