Flatten submit package structure

submit/experiments/q3/ati_ho/models/A0/seed_2026/training_manifest.json

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+{
+  "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
+  }
+}

submit/experiments/q3/ati_ho/models/A0/seed_3407/training_manifest.json

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+{
+  "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
+  }
+}

submit/experiments/q3/ati_ho/models/A0/seed_42/training_manifest.json

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+{
+  "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
+  }
+}