Code Detailed Comments

[iemhongw]

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]

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