Update metrics - Run 20251012_161107

best_model.json

@@ -1,35 +1,43 @@
 {
-  "model_name": "David-partial_shared-hierarchical_tree",
-  "run_id": "20251012_152245",
-  "timestamp": "2025-10-12T15:40:39.200600",
-  "best_val_acc": 75.532,
-  "best_epoch": 8,
-  "final_train_acc": 89.719294986524,
-  "final_train_loss": 1.2751819482817055,
+  "model_name": "David-partial_shared-deep_efficiency",
+  "run_id": "20251012_161107",
+  "timestamp": "2025-10-12T16:14:46.682522",
+  "best_val_acc": 83.714,
+  "best_epoch": 0,
+  "final_train_acc": 81.03081019102116,
+  "final_train_loss": 2.090034657678665,
   "scale_accuracies": {
-    "256": 74.356,
-    "512": 75.256,
-    "768": 74.766,
-    "1024": 74.7
+    "384": 83.52,
+    "512": 83.54,
+    "768": 83.714,
+    "1024": 83.484,
+    "1280": 83.63,
+    "1536": 83.592,
+    "1792": 83.622,
+    "2048": 83.664
   },
   "architecture": {
-    "preset": "balanced",
+    "preset": "clip_vit_bigg14",
     "sharing_mode": "partial_shared",
-    "fusion_mode": "hierarchical_tree",
+    "fusion_mode": "deep_efficiency",
     "scales": [
-      256,
+      384,
       512,
       768,
-      1024
+      1024,
+      1280,
+      1536,
+      1792,
+      2048
     ],
-    "feature_dim": 512,
+    "feature_dim": 1280,
     "num_classes": 1000,
     "use_belly": true,
     "belly_expand": 2.0
   },
   "training": {
     "dataset": "AbstractPhil/imagenet-clip-features-orderly",
-    "model_variant": "clip_vit_laion_b32",
+    "model_variant": "clip_vit_laion_bigg14",
     "num_epochs": 10,
     "batch_size": 1024,
     "learning_rate": 0.001,
@@ -39,10 +47,10 @@
     "scheduler": "cosine_restarts"
   },
   "files": {
-    "weights_safetensors": "weights/David-partial_shared-hierarchical_tree/20251012_152245/best_model_acc75.53.safetensors",
-    "weights_pytorch": "weights/David-partial_shared-hierarchical_tree/20251012_152245/best_model.pth",
-    "config": "weights/David-partial_shared-hierarchical_tree/20251012_152245/david_config.json",
-    "training_config": "weights/David-partial_shared-hierarchical_tree/20251012_152245/train_config.json",
-    "tensorboard": "runs/David-partial_shared-hierarchical_tree/20251012_152245/"
+    "weights_safetensors": "weights/David-partial_shared-deep_efficiency/20251012_161107/best_model_acc83.71.safetensors",
+    "weights_pytorch": "weights/David-partial_shared-deep_efficiency/20251012_161107/best_model.pth",
+    "config": "weights/David-partial_shared-deep_efficiency/20251012_161107/david_config.json",
+    "training_config": "weights/David-partial_shared-deep_efficiency/20251012_161107/train_config.json",
+    "tensorboard": "runs/David-partial_shared-deep_efficiency/20251012_161107/"
   }
 }