NAFNet
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training nafnet_sidd_width_32 without BasicSR
hello, I have trained the nanfet-width32 on SIDD, the option file was the same as yours. The different parts are as follows.
- GPU: 8 x TitanXP
- I use accelerate (HuggingFace's tool) for training, and the training code is not BasicSR, it is a simple training template.
The training result is lower than yours. The training logger is as follows.
INFO 2023-08-07 13:35:45,530 >> start training
INFO 2023-08-07 16:20:50,954 >> epoch : 20, cur_lr : 0.000976
psnr : 39.428297 ssim : 0.917009
best psnr : 39.428297 @ iter 20000
INFO 2023-08-07 19:06:11,620 >> epoch : 41, cur_lr : 0.000905
psnr : 39.637939 ssim : 0.918373
best psnr : 39.637939 @ iter 40000
INFO 2023-08-07 21:51:42,688 >> epoch : 62, cur_lr : 0.000794
psnr : 39.692169 ssim : 0.918762
best psnr : 39.692169 @ iter 60000
INFO 2023-08-08 00:37:14,007 >> epoch : 83, cur_lr : 0.000655
psnr : 39.771155 ssim : 0.919600
best psnr : 39.771155 @ iter 80000
INFO 2023-08-08 03:22:47,570 >> epoch : 104, cur_lr : 0.000500
psnr : 39.805509 ssim : 0.920232
best psnr : 39.805509 @ iter 100000
INFO 2023-08-08 06:08:12,699 >> epoch : 125, cur_lr : 0.000346
psnr : 39.840628 ssim : 0.920476
best psnr : 39.840628 @ iter 120000
INFO 2023-08-08 08:54:00,717 >> epoch : 146, cur_lr : 0.000206
psnr : 39.872308 ssim : 0.920661
best psnr : 39.872308 @ iter 140000
INFO 2023-08-08 11:39:56,087 >> epoch : 167, cur_lr : 0.000096
psnr : 39.877354 ssim : 0.920850
best psnr : 39.877354 @ iter 160000
INFO 2023-08-08 14:25:17,954 >> epoch : 188, cur_lr : 0.000025
psnr : 39.884595 ssim : 0.920922
best psnr : 39.884595 @ iter 180000
INFO 2023-08-08 17:10:47,287 >> epoch : 208, cur_lr : 0.000000
psnr : 39.886205 ssim : 0.920947
best psnr : 39.886205 @ iter 200000
INFO 2023-08-08 17:10:54,934 >> end training
Sorry for the interruption, but I'd like to digress for a moment. Could you tell me the version of BasicSR?
Sorry for the interruption, but I'd like to digress for a moment. Could you tell me the version of BasicSR? the version is the same as NAFNet