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config.json

@@ -0,0 +1,45 @@
+{
+  "type": "submodel",
+  "name": "gradfield-cnn-final",
+  "version": "3.0.0-finetuned",
+  "framework": "pytorch",
+  "arch": "CompactGradientNet",
+  "model_parameters": {
+    "depth": 4,
+    "base_filters": 32,
+    "dropout": 0.15,
+    "embedding_dim": 128
+  },
+  "input": {
+    "type": "luminance",
+    "channels": 1,
+    "size": 224,
+    "preprocessing": "BT.709 luminance conversion"
+  },
+  "output": {
+    "type": "binary_logit",
+    "labels": {
+      "0": "real",
+      "1": "fake"
+    }
+  },
+  "best_auroc": 0.8453642337807606,
+  "finetune_config": {
+    "depth": 4,
+    "base_filters": 32,
+    "embedding_dim": 128,
+    "head_lr": 0.0001,
+    "head_epochs": 5,
+    "full_lr": 3e-05,
+    "full_epochs": 20,
+    "warmup_epochs": 2,
+    "min_lr": 1e-07,
+    "weight_decay": 0.001,
+    "dropout": 0.15,
+    "batch_size": 64,
+    "patience": 5,
+    "mixup_alpha": 0.2,
+    "grad_clip": 1.0,
+    "checkpoint_name": "gradient_field_cnn_v3_finetuned.pth"
+  }
+}

gradfield_roc_data.json

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gradient_field_cnn_v2.pth

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gradient_field_cnn_v3_finetuned.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6d6bc9184dd90ab6854bea8d5ebddba6c4cb7e57ae66c40e7db81cc5a458adc3
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label_map.json

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+{"0": "real", "1": "fake"}

test_metrics.json

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+{
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+  "f1": 0.7485798443088576,
+  "auroc": 0.8299416982688756,
+  "avg_precision": 0.8506288580720951,
+  "precision": 0.814933577645442,
+  "recall": 0.6922178988326848
+}