Checkpoint epoch 16

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runs/mvtec_unified_new/metrics/epoch_metrics.jsonl

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runs/mvtec_unified_new/metrics/latest_per_category.txt

@@ -1,19 +1,19 @@
-Epoch 12 per-category results
+Epoch 16 per-category results
 --------------------------------------------------------
-bottle          | I-AUROC=0.370  P-AUROC=0.731  P-AP=0.192
-cable           | I-AUROC=0.551  P-AUROC=0.490  P-AP=0.042
-capsule         | I-AUROC=0.700  P-AUROC=0.367  P-AP=0.007
-carpet          | I-AUROC=0.530  P-AUROC=0.753  P-AP=0.262
-grid            | I-AUROC=0.546  P-AUROC=0.664  P-AP=0.118
-hazelnut        | I-AUROC=0.529  P-AUROC=0.511  P-AP=0.021
-leather         | I-AUROC=0.809  P-AUROC=0.830  P-AP=0.240
-metal_nut       | I-AUROC=0.547  P-AUROC=0.588  P-AP=0.172
-pill            | I-AUROC=0.551  P-AUROC=0.679  P-AP=0.069
-screw           | I-AUROC=0.692  P-AUROC=0.468  P-AP=0.003
-tile            | I-AUROC=0.885  P-AUROC=0.805  P-AP=0.584
-toothbrush      | I-AUROC=0.606  P-AUROC=0.689  P-AP=0.095
-transistor      | I-AUROC=0.599  P-AUROC=0.571  P-AP=0.090
-wood            | I-AUROC=0.822  P-AUROC=0.688  P-AP=0.234
-zipper          | I-AUROC=0.625  P-AUROC=0.661  P-AP=0.085
+bottle          | I-AUROC=0.427  P-AUROC=0.730  P-AP=0.184
+cable           | I-AUROC=0.501  P-AUROC=0.523  P-AP=0.038
+capsule         | I-AUROC=0.536  P-AUROC=0.532  P-AP=0.013
+carpet          | I-AUROC=0.566  P-AUROC=0.810  P-AP=0.269
+grid            | I-AUROC=0.619  P-AUROC=0.722  P-AP=0.107
+hazelnut        | I-AUROC=0.559  P-AUROC=0.589  P-AP=0.025
+leather         | I-AUROC=0.707  P-AUROC=0.824  P-AP=0.124
+metal_nut       | I-AUROC=0.796  P-AUROC=0.655  P-AP=0.238
+pill            | I-AUROC=0.617  P-AUROC=0.617  P-AP=0.049
+screw           | I-AUROC=0.444  P-AUROC=0.633  P-AP=0.003
+tile            | I-AUROC=0.729  P-AUROC=0.821  P-AP=0.621
+toothbrush      | I-AUROC=0.547  P-AUROC=0.587  P-AP=0.028
+transistor      | I-AUROC=0.544  P-AUROC=0.540  P-AP=0.082
+wood            | I-AUROC=0.670  P-AUROC=0.749  P-AP=0.220
+zipper          | I-AUROC=0.599  P-AUROC=0.695  P-AP=0.066
 --------------------------------------------------------
-AVERAGE         | I-AUROC=0.624  P-AUROC=0.633  P-AP=0.148
+AVERAGE         | I-AUROC=0.591  P-AUROC=0.669  P-AP=0.138

runs/mvtec_unified_new/metrics/metrics_history.json

@@ -107,6 +107,42 @@
       "l2_jnd": 0.003970214569020131,
       "ssim_jnd": 0.12004842415698984,
       "focal": 0.3004579783638538
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+    {
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+      "ssim_jnd": 0.12387795672232275,
+      "focal": 0.3102236903833421
+    },
+    {
+      "epoch": 14,
+      "total": 0.8887682277194703,
+      "l2_img": 0.11280491865800889,
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+      "l2_jnd": 0.003948490490406258,
+      "ssim_jnd": 0.12095753066447558,
+      "focal": 0.2961406988498256
+    },
+    {
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+      "total": 0.8956118074569913,
+      "l2_img": 0.10754625404572618,
+      "ssim_img": 0.3507138470918434,
+      "l2_jnd": 0.004069818964598505,
+      "ssim_jnd": 0.12277790064311159,
+      "focal": 0.31050398353055036
+    },
+    {
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+      "total": 0.8667707624356391,
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+      "ssim_jnd": 0.11957131993046123,
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     }
   ],
   "eval": [
@@ -169,6 +205,26 @@
       "I-AUROC": 0.6240944932459843,
       "P-AUROC": 0.6330584264227161,
       "P-AP": 0.14759380277937859
+    },
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     }
   ],
   "per_category": [
@@ -1131,6 +1187,326 @@
           "P-AP": 0.0848305900893501
         }
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   ]
 }