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vickyFox / Region-wise-Inpainting

Region-wise GAN, image inpainting
MIT License
54 stars 17 forks source link

Questions about training #6

Open Haoyanlong opened 4 years ago

Haoyanlong commented 4 years ago

@vickyFox ,Thank you for your work!I have trained the model in my dataset?But the loss is very big(10e5) as follow!Could you give me some advice? image

xiong224 commented 4 years ago

The loss functions are not normalized. e.t. are not divided bt (bhw*c)

vickyFox commented 4 years ago

@Haoyanlong As @xiong224 mentioned, we didn't normalize the loss function during training. Therefore, the value of loss is large, and when it finally converges, the value will be between 1e4 and 1e5

Haoyanlong commented 4 years ago

@Haoyanlong As @xiong224 mentioned, we didn't normalize the loss function during training. Therefore, the value of loss is large, and when it finally converges, the value will be between 1e4 and 1e5

@vickyFox @xiong224 OK, I see!Thank you very much!