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Code Detailed Comments #3

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iemhongw opened this issue Jul 13, 2018 · 1 comment

iemhongw commented Jul 13, 2018

Hi giannisnik,
Thanks for your kind sharing code!
Can you give detailed code comments to help me learn?

And could you pls help explain what is the meaning below?
Epoch: [99] Avg accuracy 0.762; Average Loss 0.451; Avg Time x Batch 0.007

Average accuracy 0.700; Average Loss 0.727
=> loading best model './checkpoint/kcnn/model_best.pth'
=> loaded best model './checkpoint/kcnn/model_best.pth' (epoch 4)
Average accuracy 0.660; Average Loss 0.593
Accuracy at iteration 10: 0.66
Average accuracy: 0.6759999999999999
std: 0.041279534881100574

penguinbear commented Aug 7, 2018

try to answer but feel free to correct me if something wrong,

Avg accuracy: the average accuracy of a data point in the current epoch

Average Loss: the average loss value of a data point in the current epoch

Avg Time x Batch: the average time used in finishing a batch

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