| { | |
| "LOSS": [ | |
| 1, | |
| 0.46096361348529824, | |
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| 0.2237047298476101, | |
| 0.20493856664809174, | |
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| "LOSS_TEST": [ | |
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| 0.3073519307549472, | |
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| "MSE": [ | |
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| "MAE": [], | |
| "LPIPS_Vgg": [ | |
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| 0.15674611099728117 | |
| ], | |
| "LPIPS_Alex": [], | |
| "PSNR": [ | |
| 9.356496514739456, | |
| 19.128204462167858, | |
| 22.230855313626616, | |
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| 26.56610896900013 | |
| ], | |
| "SSIM": [ | |
| 0.02071222777779515, | |
| 0.6159717514290586, | |
| 0.728463981602643, | |
| 0.7625925741992794, | |
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| ], | |
| "ReconstructionError": [ | |
| 0.04137341896196952, | |
| 0.005942814125869614, | |
| 0.004714386368408572, | |
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| 0.00450345522599869, | |
| 0.004908177753604177, | |
| 0.004344233413678114, | |
| 0.00469279938499915, | |
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| 0.0043405218361490016, | |
| 0.004523809069245066, | |
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| 0.0045934778089785164, | |
| 0.004672141762379719, | |
| 0.004673829844385317, | |
| 0.004668153680631895 | |
| ], | |
| "n_iter": 5, | |
| "algorithm": "Restormer_unrolled_admm_Restormer", | |
| "metric_for_best_model": null, | |
| "best_epoch": 20, | |
| "best_eval_score": 0.1592199803065244 | |
| } |