Flatten submit package structure

2026-09-26 16:47:17 +08:00
parent 411f0f97e5
commit c116ce60aa
173 changed files with 1242 additions and 1243 deletions
@@ -0,0 +1,37 @@
+{
+  "selected_method": "A0",
+  "provisional_seed42_method": "A2",
+  "candidate_methods_with_three_seeds": [
+    "A2",
+    "A0",
+    "A1"
+  ],
+  "selection_rule": "lowest mean fixed four-scenario validation task loss across seeds 42, 3407, 2026",
+  "candidate_summary": [
+    {
+      "method": "A0",
+      "seed_losses": "[0.8643234267339601, 0.8756466648735842, 0.8574190991265433]",
+      "mean_validation_selection_loss": 0.8657963969113626,
+      "std_validation_selection_loss": 0.009202622948013908,
+      "seeds": 3,
+      "validation_only_selection": true
+    },
+    {
+      "method": "A1",
+      "seed_losses": "[0.8649765662439577, 0.8810990981675766, 0.8557776766163963]",
+      "mean_validation_selection_loss": 0.8672844470093102,
+      "std_validation_selection_loss": 0.012817501026466038,
+      "seeds": 3,
+      "validation_only_selection": true
+    },
+    {
+      "method": "A2",
+      "seed_losses": "[0.8634063961741689, 0.880271397449158, 0.862087192279952]",
+      "mean_validation_selection_loss": 0.8685883286344263,
+      "std_validation_selection_loss": 0.010139311979910028,
+      "seeds": 3,
+      "validation_only_selection": true
+    }
+  ],
+  "attachment4_labels_used": false
+}
@@ -0,0 +1,42 @@
+{
+  "method": "A0",
+  "seed": 2026,
+  "best_epoch": 4,
+  "best_selection_loss": 0.8574190991265433,
+  "batch_size": 64,
+  "epoch_limit": 12,
+  "patience": 3,
+  "optimizer": "AdamW",
+  "learning_rate": 0.0003,
+  "weight_decay": 0.001,
+  "gradient_clip_norm": 1.0,
+  "training_mask_rates": [
+    0.0,
+    0.1,
+    0.3,
+    0.5,
+    0.7
+  ],
+  "training_mask_patterns": [
+    "single",
+    "sync",
+    "partial",
+    "async"
+  ],
+  "training_mask_seed_base": 20261227,
+  "same_orders_and_masks_across_methods_for_same_seed": true,
+  "config": {
+    "name": "A0_main_effects",
+    "low_rank": false,
+    "cross_attention": false,
+    "anchored": true,
+    "lambda_interaction": 0.001,
+    "lambda_mask": 0.0,
+    "rank": 4,
+    "hidden": 64,
+    "gru_hidden_per_direction": 32,
+    "attention_heads": 4,
+    "attention_ffn": 128,
+    "eta_init": 0.1
+  }
+}
@@ -0,0 +1,42 @@
+{
+  "method": "A0",
+  "seed": 3407,
+  "best_epoch": 3,
+  "best_selection_loss": 0.8756466648735842,
+  "batch_size": 64,
+  "epoch_limit": 12,
+  "patience": 3,
+  "optimizer": "AdamW",
+  "learning_rate": 0.0003,
+  "weight_decay": 0.001,
+  "gradient_clip_norm": 1.0,
+  "training_mask_rates": [
+    0.0,
+    0.1,
+    0.3,
+    0.5,
+    0.7
+  ],
+  "training_mask_patterns": [
+    "single",
+    "sync",
+    "partial",
+    "async"
+  ],
+  "training_mask_seed_base": 20261227,
+  "same_orders_and_masks_across_methods_for_same_seed": true,
+  "config": {
+    "name": "A0_main_effects",
+    "low_rank": false,
+    "cross_attention": false,
+    "anchored": true,
+    "lambda_interaction": 0.001,
+    "lambda_mask": 0.0,
+    "rank": 4,
+    "hidden": 64,
+    "gru_hidden_per_direction": 32,
+    "attention_heads": 4,
+    "attention_ffn": 128,
+    "eta_init": 0.1
+  }
+}
@@ -0,0 +1,42 @@
+{
+  "method": "A0",
+  "seed": 42,
+  "best_epoch": 4,
+  "best_selection_loss": 0.8643234267339601,
+  "batch_size": 64,
+  "epoch_limit": 12,
+  "patience": 3,
+  "optimizer": "AdamW",
+  "learning_rate": 0.0003,
+  "weight_decay": 0.001,
+  "gradient_clip_norm": 1.0,
+  "training_mask_rates": [
+    0.0,
+    0.1,
+    0.3,
+    0.5,
+    0.7
+  ],
+  "training_mask_patterns": [
+    "single",
+    "sync",
+    "partial",
+    "async"
+  ],
+  "training_mask_seed_base": 20261227,
+  "same_orders_and_masks_across_methods_for_same_seed": true,
+  "config": {
+    "name": "A0_main_effects",
+    "low_rank": false,
+    "cross_attention": false,
+    "anchored": true,
+    "lambda_interaction": 0.001,
+    "lambda_mask": 0.0,
+    "rank": 4,
+    "hidden": 64,
+    "gru_hidden_per_direction": 32,
+    "attention_heads": 4,
+    "attention_ffn": 128,
+    "eta_init": 0.1
+  }
+}
@@ -0,0 +1,119 @@
+{
+  "experiment": "ATI\u2013HO Q3 staged training and structural attribution audit",
+  "created_utc": "2026-09-26T07:33:41Z",
+  "device": "cuda",
+  "torch_version": "2.14.0+cu130",
+  "cuda_available": true,
+  "cuda_version": "13.0",
+  "gpu": "NVIDIA GeForce RTX 5070 Ti",
+  "python": "3.14.7",
+  "seeds": [
+    42,
+    3407,
+    2026
+  ],
+  "epochs_max": 12,
+  "training_protocol": {
+    "batch_size": 64,
+    "early_stopping_patience": 3,
+    "optimizer": "AdamW",
+    "learning_rate": 0.0003,
+    "weight_decay": 0.001,
+    "gradient_clip_norm": 1.0,
+    "training_mask_rates": [
+      0.0,
+      0.1,
+      0.3,
+      0.5,
+      0.7
+    ],
+    "training_mask_patterns": [
+      "single",
+      "sync",
+      "partial",
+      "async"
+    ],
+    "validation_selection_scenarios": [
+      "0.0/none",
+      "0.3/single",
+      "0.3/sync",
+      "0.5/async"
+    ],
+    "held_out_attachment4_touched_during_training": false
+  },
+  "ati_output": {
+    "parameter_vector": "3 centered class logits + r_negative + r_positive",
+    "intensity": "negative/positive magnitudes are 3*sigmoid(r); neutral class is exactly zero",
+    "loss": "cross entropy + conditional magnitude SmoothL1 + 0.2*Huber(delta=0.25) + configured regularizers",
+    "baseline_checkpoint_reuse": "No: retrain B0 and B1 on the fixed ATI split/mask schedule because existing Q2 checkpoints differ in seeds, batch size, and schedule.",
+    "calibration_temperature": 1.0
+  },
+  "data": {
+    "feature_file": "${FINAL_DATA_DIR}/attachment2/unaligned_50.pkl",
+    "feature_sha256": "77eda14a06be9749a96c52ae45470c7cffcfa7219011eae391d231a0664c3762",
+    "scaler_file": "experiments/q2/unaligned_deep_two_b128/unaligned_50_robust_stats.npz",
+    "scaler_max_abs_difference_from_train_only_recompute": 0.0,
+    "representation": "Q1 adapter Relative-Progress projection; 50 slots; not physical-time alignment",
+    "adapter": "adapter.adapt_official_split; shared train-only robust scaler retained from Q2 V2",
+    "dimensions": [
+      768,
+      74,
+      35
+    ],
+    "train_samples": 3395,
+    "valid_samples": 728,
+    "train_source_video_groups": 1528,
+    "valid_source_video_groups": 239,
+    "test_samples": 727,
+    "test_source_video_groups": 381,
+    "source_video_overlap_counts": {
+      "train/valid": 0,
+      "train/test": 0,
+      "valid/test": 0
+    },
+    "adapter_audit": {
+      "train": {
+        "method": "shared_interval_overlap_on_normalized_progress",
+        "coordinate_mode": "relative",
+        "physical_time_alignment": false,
+        "samples": 3395,
+        "vision_length_conflict_samples": 618,
+        "vision_tail_ambiguous_samples": 618,
+        "nonzero_text_rows_outside_attention": 86078,
+        "observed_target_rows": {
+          "text": 169750,
+          "audio": 169750,
+          "vision": 163302
+        },
+        "mean_target_coverage": {
+          "text": 1.0,
+          "audio": 1.0,
+          "vision": 0.9540337701314328
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+        "quality_fields_available": false,
+        "word_or_frame_timestamps_available": false
+      },
+      "valid": {
+        "method": "shared_interval_overlap_on_normalized_progress",
+        "coordinate_mode": "relative",
+        "physical_time_alignment": false,
+        "samples": 728,
+        "vision_length_conflict_samples": 141,
+        "vision_tail_ambiguous_samples": 141,
+        "nonzero_text_rows_outside_attention": 17772,
+        "observed_target_rows": {
+          "text": 36400,
+          "audio": 36400,
+          "vision": 35315
+        },
+        "mean_target_coverage": {
+          "text": 1.0,
+          "audio": 1.0,
+          "vision": 0.96090314748523
+        },
+        "quality_fields_available": false,
+        "word_or_frame_timestamps_available": false
+      }
+    }
+  }
+}