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Training Details about invertible-image-rescaling HOT 5 OPEN

pkuxmq avatar pkuxmq commented on August 17, 2024
Training Details

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Comments (5)

pkuxmq avatar pkuxmq commented on August 17, 2024

Yes it will cost these time to train 500k iterations. The default config is the correct one.

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toddwyl avatar toddwyl commented on August 17, 2024

Can you reproduce the DIV2k_val psnr? I train for 3 days and I think I cannot get the 44 psnr.
image
@wenbinTse @pkuxmq

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toddwyl avatar toddwyl commented on August 17, 2024

Can you reproduce the DIV2k_val psnr? I train for 3 days and I think I cannot get the 44 psnr.
image
@wenbinTse @pkuxmq

Is that the tensorboard show the PSNR and the paper show the PSNR_Y? @pkuxmq

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pkuxmq avatar pkuxmq commented on August 17, 2024

@ManWingloeng Yes, the training code only calculates RGB PSNR, and the testing code will calculate both RGB PSNR and Y PSNR. We report Y PSNR in the paper following the setting of other works. For IRN_x2, the final RGB PSNR should be around 40.8dB.

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toddwyl avatar toddwyl commented on August 17, 2024

@ManWingloeng Yes, the training code only calculates RGB PSNR, and the testing code will calculate both RGB PSNR and Y PSNR. We report Y PSNR in the paper following the setting of other works. For IRN_x2, the final RGB PSNR should be around 40.8dB.

Thanks your reply.

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