Add provenance sidecar for BiLSTM_T1.11_rel_2d

checkpoints/best_BiLSTM_T1.11_rel_2d.provenance.json

@@ -0,0 +1,102 @@
+{
+  "model_name": "BiLSTM_T1.11_rel_2d",
+  "model_class": "BiLSTMModel",
+  "feature_method": "rel_2d",
+  "augment_method": "none",
+  "seed": 42,
+  "git_sha": "unknown",
+  "git_dirty": true,
+  "saved_timestamp": "2026-10-04 12:53:23 UTC",
+  "epoch": 31,
+  "total_epochs": 100,
+  "early_stopping_metric": "val_macro_f1",
+  "best_metric_value": 0.7461796074028558,
+  "val_loss": 1.7549551206037222,
+  "val_acc": 0.7595180722891566,
+  "val_macro_f1": 0.7461796074028558,
+  "train_loss": 0.0775666027426284,
+  "train_acc": 0.9737362971985384,
+  "hyperparameters": {
+    "lr": 0.001,
+    "weight_decay": 0.0001,
+    "optimizer": "AdamW",
+    "scheduler": "LambdaLR",
+    "loss_type": "ce",
+    "focal_gamma": 2.0,
+    "label_smoothing": 0.0,
+    "patience": 10,
+    "use_amp": true,
+    "amp_dtype": "torch.bfloat16"
+  },
+  "normalization_stats": {
+    "mean_shape": [
+      1,
+      26
+    ],
+    "mean_norm": 0.7991983294487,
+    "std_norm": 0.8995318412780762,
+    "is_normalized": true,
+    "seed": 42
+  },
+  "cmd_args": {
+    "command": "train",
+    "model": "BiLSTM",
+    "feature": "rel_2d",
+    "augment": "none",
+    "zero_frame": "interpolate",
+    "loss": "ce",
+    "focal_gamma": 2.0,
+    "label_smoothing": 0.0,
+    "exp_id": "T1.11",
+    "smoke_test": false,
+    "smoke_class": "barbell biceps curl",
+    "epochs": 100,
+    "batch_size": 16,
+    "lr": 0.001,
+    "weight_decay": 0.0001,
+    "patience": 10,
+    "seq_len": 32,
+    "train_stride": 16,
+    "val_test_stride": 32,
+    "use_class_weights": false,
+    "device": "cuda",
+    "metadata": "Final_dataset_metadata.csv",
+    "landmark_dir": "data/landmarks",
+    "output_dir": "outputs",
+    "checkpoint_dir": "/marimo/Gym_Classification/checkpoints",
+    "hidden_dim": null,
+    "num_layers": null,
+    "nhead": 8,
+    "dropout": null,
+    "seed": 42,
+    "num_workers": 0,
+    "early_stopping_metric": "val_macro_f1",
+    "optimizer": "adamw",
+    "scheduler": "cosine_warmup",
+    "warmup_epochs": 5,
+    "use_amp": true,
+    "amp_dtype": "bfloat16",
+    "in_memory": true,
+    "push_to_hf": true,
+    "hf_repo": "Cuong2004/gym-exercise-classification",
+    "report_file": "outputs/EXPERIMENT_RESULTS.md",
+    "video_level": true,
+    "checkpoint_name": null,
+    "force_retrain": true,
+    "no_test_eval": false,
+    "transformer_variant": "standard"
+  },
+  "dataset_info": {
+    "metadata_path": "Final_dataset_metadata.csv",
+    "landmark_dir": "data/landmarks",
+    "train_windows": 13136,
+    "val_windows": 2075,
+    "test_windows": 2743,
+    "seq_len": 32,
+    "train_stride": 16,
+    "val_test_stride": 32,
+    "zero_frame_strategy": "interpolate"
+  },
+  "checkpoint_file": "best_BiLSTM_T1.11_rel_2d.pt",
+  "checkpoint_sha256": "75bd6b5b236dc9744f64bf45d603ede537ed03f945e8dcb74b58fdb87f655cad"
+}