update

logs_hessian_clean/diff_modes/mode_0_param_qkvo_seed_42/config.json

@@ -0,0 +1,32 @@
+{
+    "cli_args": {
+        "unet": false,
+        "seed": 42,
+        "optimizer_mode": 0,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.05,
+        "base_dir": "/home/aiops/zhangfz/MUON_sharpness/logs_hessian_clean/diff_modes",
+        "analyze_hessian_spectrum": true,
+        "hessian_analysis_interval": 1000,
+        "hessian_lanczos_m": 30,
+        "hessian_num_v": 5,
+        "hessian_sigma": 0.00316,
+        "hessian_num_batches": 10,
+        "analyze_sharpness": false
+    },
+    "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": 1966080,
+        "train_seq_len": 12288,
+        "val_seq_len": 65536,
+        "num_iterations": 10000,
+        "cooldown_frac": 0,
+        "vocab_size": 50257,
+        "val_loss_every": 500,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "ae7c2e90-4168-456c-8b8c-51f29760e932",
+    "script_code_logged_at_start": true
+}

logs_hessian_clean/diff_modes/mode_5_param_qkvo_seed_42/config.json

@@ -0,0 +1,32 @@
+{
+    "cli_args": {
+        "unet": false,
+        "seed": 42,
+        "optimizer_mode": 5,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.05,
+        "base_dir": "/home/aiops/zhangfz/MUON_sharpness/logs_hessian_clean/diff_modes",
+        "analyze_hessian_spectrum": true,
+        "hessian_analysis_interval": 1000,
+        "hessian_lanczos_m": 30,
+        "hessian_num_v": 5,
+        "hessian_sigma": 0.00316,
+        "hessian_num_batches": 10,
+        "analyze_sharpness": false
+    },
+    "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": 1966080,
+        "train_seq_len": 12288,
+        "val_seq_len": 65536,
+        "num_iterations": 10000,
+        "cooldown_frac": 0,
+        "vocab_size": 50257,
+        "val_loss_every": 500,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "0612e267-4c06-42f8-a5c0-a2844cee095c",
+    "script_code_logged_at_start": true
+}

logs_hessian_pure_qk_nonorm/diff_modes/opt_adam_alr_0.001_mlr_0.01_seed_42/config.json

@@ -0,0 +1,44 @@
+{
+    "cli_args": {
+        "input_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "input_val_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "output_dir": "/home/aiops/zhangfz/MUON_sharpness/logs_hessian_pure_qk_nonorm/diff_modes",
+        "model": "d12",
+        "batch_size": 8,
+        "sequence_length": 1024,
+        "total_batch_size": 524288,
+        "num_iterations": 10000,
+        "inference_only": 0,
+        "adam_lr": 0.001,
+        "warmup_iters": 700,
+        "lr_decay_frac": 0.0,
+        "weight_decay": 0.0,
+        "grad_clip": 1.0,
+        "val_loss_every": 250,
+        "val_max_steps": 20,
+        "sample_every": 0,
+        "overfit_single_batch": 0,
+        "tensorcores": 1,
+        "device": "",
+        "compile": 1,
+        "flash": 1,
+        "dtype": "bfloat16",
+        "zero_stage": 1,
+        "optimizer": "adam",
+        "muon_lr": 0.01,
+        "muon_momentum": 0.95,
+        "muon_weight_decay": 0.0,
+        "muon_ns_steps": 5,
+        "muon_nesterov": false,
+        "write_tensors": 0,
+        "seed": 42,
+        "analyze_hessian_spectrum": true,
+        "hessian_analysis_interval": 1000,
+        "hessian_lanczos_m": 30,
+        "hessian_num_v": 5,
+        "hessian_sigma": 0.00316,
+        "hessian_num_batches": 10
+    },
+    "run_uuid": "9eee69b1-e193-4a71-8592-b2162a8cd169",
+    "script_code_logged_at_start": true
+}