| [2024-01-17 12:09:15,871][__main__][INFO] - Using GPU for training. | |
| [2024-01-17 12:09:17,921][__main__][INFO] - Reconstruction a few images with ADMM... | |
| [2024-01-17 12:09:19,071][__main__][INFO] - Train test size : 24000 | |
| [2024-01-17 12:09:19,071][__main__][INFO] - Test test size : 999 | |
| [2024-01-17 12:09:19,108][__main__][INFO] - Training model with 80 parameters | |
| [2024-01-17 12:09:19,112][__main__][INFO] - Setup time : 0.040381431579589844 s | |
| [2024-01-17 12:09:19,112][__main__][INFO] - PSF shape : torch.Size([1, 135, 240, 3]) | |
| [2024-01-17 12:09:19,112][__main__][INFO] - Results saved in /home/bezzam/LenslessPiCam/outputs/2024-01-17/12-09-15 | |
| [2024-01-17 12:10:27,148][__main__][INFO] - Epoch 0 with learning rate [0.0001] | |
| [2024-01-17 12:49:53,690][__main__][INFO] - loss : 0.5692105683684333 | |
| [2024-01-17 12:50:53,642][__main__][INFO] - Epoch 1 with learning rate [0.0001] | |
| [2024-01-17 13:28:45,592][__main__][INFO] - loss : 0.5577876078188426 | |
| [2024-01-17 13:29:46,406][__main__][INFO] - Epoch 2 with learning rate [0.0001] | |
| [2024-01-17 14:10:51,855][__main__][INFO] - loss : 0.554507062862317 | |
| [2024-01-17 14:11:48,410][__main__][INFO] - Epoch 3 with learning rate [0.0001] | |
| [2024-01-17 14:53:06,907][__main__][INFO] - loss : 0.5533083619674044 | |
| [2024-01-17 14:54:07,682][__main__][INFO] - Epoch 4 with learning rate [0.0001] | |
| [2024-01-17 15:34:57,284][__main__][INFO] - loss : 0.5526076794068024 | |
| [2024-01-17 15:35:59,322][__main__][INFO] - Epoch 5 with learning rate [0.0001] | |
| [2024-01-17 16:16:53,955][__main__][INFO] - loss : 0.5518951112329941 | |
| [2024-01-17 16:17:53,518][__main__][INFO] - Epoch 6 with learning rate [0.0001] | |
| [2024-01-17 16:59:33,789][__main__][INFO] - loss : 0.5513661742607744 | |
| [2024-01-17 17:00:44,888][__main__][INFO] - Epoch 7 with learning rate [0.0001] | |
| [2024-01-17 17:42:15,550][__main__][INFO] - loss : 0.5506862144668901 | |
| [2024-01-17 17:43:21,579][__main__][INFO] - Epoch 8 with learning rate [0.0001] | |
| [2024-01-17 18:24:34,621][__main__][INFO] - loss : 0.550180427600939 | |
| [2024-01-17 18:25:35,186][__main__][INFO] - Epoch 9 with learning rate [0.0001] | |
| [2024-01-17 19:05:00,950][__main__][INFO] - loss : 0.5501662884652615 | |
| [2024-01-17 19:05:47,211][__main__][INFO] - Epoch 10 with learning rate [0.0001] | |
| [2024-01-17 19:39:29,135][__main__][INFO] - loss : 0.5469713128507123 | |
| [2024-01-17 19:40:15,768][__main__][INFO] - Epoch 11 with learning rate [0.0001] | |
| [2024-01-17 20:16:03,923][__main__][INFO] - loss : 0.5463462222516537 | |
| [2024-01-17 20:17:05,885][__main__][INFO] - Epoch 12 with learning rate [0.0001] | |
| [2024-01-17 20:56:39,766][__main__][INFO] - loss : 0.5463516508539533 | |
| [2024-01-17 20:57:46,000][__main__][INFO] - Epoch 13 with learning rate [0.0001] | |
| [2024-01-17 21:37:23,769][__main__][INFO] - loss : 0.5461167576809706 | |
| [2024-01-17 21:38:25,441][__main__][INFO] - Epoch 14 with learning rate [0.0001] | |
| [2024-01-17 22:17:56,591][__main__][INFO] - loss : 0.5459675068755943 | |
| [2024-01-17 22:19:00,398][__main__][INFO] - Epoch 15 with learning rate [0.0001] | |
| [2024-01-17 22:58:40,006][__main__][INFO] - loss : 0.5459137644469738 | |
| [2024-01-17 22:59:42,979][__main__][INFO] - Epoch 16 with learning rate [0.0001] | |
| [2024-01-17 23:39:15,400][__main__][INFO] - loss : 0.5457635655899846 | |
| [2024-01-17 23:40:23,165][__main__][INFO] - Epoch 17 with learning rate [0.0001] | |
| [2024-01-18 00:19:49,448][__main__][INFO] - loss : 0.5456980258425081 | |
| [2024-01-18 00:20:53,030][__main__][INFO] - Epoch 18 with learning rate [0.0001] | |
| [2024-01-18 01:00:21,352][__main__][INFO] - loss : 0.5455324957867468 | |
| [2024-01-18 01:01:22,982][__main__][INFO] - Epoch 19 with learning rate [0.0001] | |
| [2024-01-18 01:41:10,565][__main__][INFO] - loss : 0.5454612717032414 | |
| [2024-01-18 01:42:10,477][__main__][INFO] - Epoch 20 with learning rate [0.0001] | |
| [2024-01-18 02:21:38,857][__main__][INFO] - loss : 0.5453002057373517 | |
| [2024-01-18 02:22:39,637][__main__][INFO] - Epoch 21 with learning rate [0.0001] | |
| [2024-01-18 03:01:54,608][__main__][INFO] - loss : 0.54536593318979 | |
| [2024-01-18 03:02:56,196][__main__][INFO] - Epoch 22 with learning rate [0.0001] | |
| [2024-01-18 03:42:34,147][__main__][INFO] - loss : 0.5452290737032882 | |
| [2024-01-18 03:43:34,390][__main__][INFO] - Epoch 23 with learning rate [0.0001] | |
| [2024-01-18 04:22:58,442][__main__][INFO] - loss : 0.5451339951157577 | |
| [2024-01-18 04:23:59,557][__main__][INFO] - Epoch 24 with learning rate [0.0001] | |
| [2024-01-18 05:03:23,557][__main__][INFO] - loss : 0.545122707883517 | |
| [2024-01-18 05:04:24,639][__main__][INFO] - Train time [hour] : 16.91792075137297 h | |
| [2024-01-18 05:04:24,640][__main__][INFO] - Results saved in /home/bezzam/LenslessPiCam/outputs/2024-01-17/12-09-15 | |