hessian

logs_hessian_1021/mode_0_param_qkvo_seed_42/config.json

@@ -0,0 +1,30 @@
+{
+    "cli_args": {
+        "unet": false,
+        "seed": 42,
+        "optimizer_mode": 0,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.008,
+        "muon_lr": 0.05,
+        "analyze_hessian_spectrum": true,
+        "hessian_analysis_interval": 1000,
+        "hessian_lanczos_m": 50,
+        "hessian_num_v": 10,
+        "hessian_sigma": 0.00316,
+        "hessian_num_batches": 20
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 500,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "fbf34382-49dc-4041-b2e8-8411ba33ec70",
+    "script_code_logged_at_start": true
+}

logs_hessian_1021/mode_5_param_qkvo_seed_42/config.json

@@ -0,0 +1,30 @@
+{
+    "cli_args": {
+        "unet": false,
+        "seed": 42,
+        "optimizer_mode": 5,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.008,
+        "muon_lr": 0.05,
+        "analyze_hessian_spectrum": true,
+        "hessian_analysis_interval": 1000,
+        "hessian_lanczos_m": 50,
+        "hessian_num_v": 10,
+        "hessian_sigma": 0.00316,
+        "hessian_num_batches": 20
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 500,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "5ad20cf1-c1e8-42c8-b115-ee0d98d06825",
+    "script_code_logged_at_start": true
+}