XY-boy / EDiffSR

[IEEE TGRS 2024] EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution
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PSNR为什么不会随着iteration次数的增多而稳步提升呢? #15

Open One1209 opened 5 months ago

One1209 commented 5 months ago

作者您好,请问为什么在训练过程中的每一次的VAL中的PSNR不会随着iteration次数的增多而稳步提升呢?我的设置是T=1000,iteration=300,000,其他设置不变,这样岂不是是无效训练吗?以下是我的记录:

24-04-20 23:01:20.089 - INFO: <epoch: 3, iter: 5,000, psnr: 21.223109 24-04-21 15:26:15.556 - INFO: <epoch: 6, iter: 10,000, psnr: 22.081482 24-04-21 16:10:49.839 - INFO: <epoch: 9, iter: 15,000, psnr: 21.642198 24-04-21 16:53:06.583 - INFO: <epoch: 13, iter: 20,000, psnr: 21.743821 24-04-21 17:35:20.151 - INFO: <epoch: 16, iter: 25,000, psnr: 21.337756 24-04-21 18:17:15.712 - INFO: <epoch: 19, iter: 30,000, psnr: 21.746184 24-04-21 18:58:35.651 - INFO: <epoch: 23, iter: 35,000, psnr: 21.698515 24-04-21 19:39:51.674 - INFO: <epoch: 26, iter: 40,000, psnr: 21.612154 24-04-21 20:21:07.336 - INFO: <epoch: 29, iter: 45,000, psnr: 21.773315 24-04-21 21:02:32.798 - INFO: <epoch: 33, iter: 50,000, psnr: 21.422151 24-04-21 21:43:53.962 - INFO: <epoch: 36, iter: 55,000, psnr: 21.701936 24-04-21 22:25:11.324 - INFO: <epoch: 39, iter: 60,000, psnr: 21.520638 24-04-21 23:06:35.578 - INFO: <epoch: 43, iter: 65,000, psnr: 21.813948 24-04-21 23:47:53.543 - INFO: <epoch: 46, iter: 70,000, psnr: 21.526779 24-04-22 00:29:11.847 - INFO: <epoch: 49, iter: 75,000, psnr: 22.326770 24-04-22 01:10:34.514 - INFO: <epoch: 53, iter: 80,000, psnr: 22.057135 24-04-22 01:51:54.914 - INFO: <epoch: 56, iter: 85,000, psnr: 22.021414 24-04-22 02:33:12.935 - INFO: <epoch: 59, iter: 90,000, psnr: 21.620254 24-04-22 03:14:37.198 - INFO: <epoch: 63, iter: 95,000, psnr: 21.261461 24-04-22 03:55:54.791 - INFO: <epoch: 66, iter: 100,000, psnr: 21.899712 24-04-22 04:37:11.700 - INFO: <epoch: 69, iter: 105,000, psnr: 22.278341 24-04-22 05:18:33.160 - INFO: <epoch: 73, iter: 110,000, psnr: 21.798428 24-04-22 05:59:49.837 - INFO: <epoch: 76, iter: 115,000, psnr: 22.316913 24-04-22 06:41:11.098 - INFO: <epoch: 79, iter: 120,000, psnr: 22.163778 24-04-22 07:22:37.113 - INFO: <epoch: 83, iter: 125,000, psnr: 22.238672 24-04-22 08:03:54.224 - INFO: <epoch: 86, iter: 130,000, psnr: 21.754118 24-04-22 08:45:11.893 - INFO: <epoch: 89, iter: 135,000, psnr: 21.270815

mateuspinto commented 2 months ago

你能上传训练数据吗?链接好像坏了