錯誤

Loss graph 判讀

情緒辨識

• image_size 3x224x224

1. batch_size

• resnet18
• batch_size 2
  • 1 epoch 280 s
    • 50 epochs 約等於 4hr
    • 1 epoch 500 batch
  • loss
    • start
      • train 170
      • valid 100
• batch_size 8 faster
  • 1 epoch 190 s
    • 50 epochs 約等於 3hr
    • 1 epoch 125 batch
  • loss
    • start
      • train 120
      • valid 80