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update

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  1. logs_hessian_1021/mode_5_param_qkvo_seed_42/config.json +4 -4
  2. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_0.json +0 -0
  3. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_0.png +3 -0
  4. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_1000.json +0 -0
  5. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_1000.png +2 -2
  6. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_10000.json +0 -0
  7. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_10000.png +3 -0
  8. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_2000.json +0 -0
  9. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_2000.png +2 -2
  10. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_3000.json +0 -0
  11. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_3000.png +3 -0
  12. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_4000.json +0 -0
  13. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_4000.png +3 -0
  14. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_5000.json +0 -0
  15. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_5000.png +3 -0
  16. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_6000.json +0 -0
  17. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_6000.png +3 -0
  18. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_7000.json +0 -0
  19. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_7000.png +3 -0
  20. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_8000.json +0 -0
  21. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_8000.png +3 -0
  22. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_9000.json +0 -0
  23. logs_hessian_1021/mode_5_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_9000.png +3 -0
  24. logs_hessian_1021/mode_5_param_qkvo_seed_42/training_log_06845458-f3d4-4aad-83f0-45d62f5beb89.txt +0 -0
logs_hessian_1021/mode_5_param_qkvo_seed_42/config.json CHANGED
@@ -8,7 +8,7 @@
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  "muon_lr": 0.05,
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  "analyze_hessian_spectrum": true,
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  "hessian_analysis_interval": 1000,
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- "hessian_lanczos_m": 50,
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  "hessian_num_v": 10,
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  "hessian_sigma": 0.00316,
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  "hessian_num_batches": 20
@@ -17,14 +17,14 @@
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  "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
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  "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
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  "val_tokens": 491520,
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- "train_seq_len": 3072,
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- "val_seq_len": 16384,
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  "num_iterations": 10000,
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  "cooldown_frac": 0.4,
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  "vocab_size": 50257,
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  "val_loss_every": 500,
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  "save_checkpoint": false
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  },
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- "run_uuid_for_log": "5ad20cf1-c1e8-42c8-b115-ee0d98d06825",
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  "script_code_logged_at_start": true
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  }
 
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  "muon_lr": 0.05,
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  "analyze_hessian_spectrum": true,
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  "hessian_analysis_interval": 1000,
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+ "hessian_lanczos_m": 30,
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  "hessian_num_v": 10,
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  "hessian_sigma": 0.00316,
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  "hessian_num_batches": 20
 
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  "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
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  "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
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  "val_tokens": 491520,
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+ "train_seq_len": 16384,
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+ "val_seq_len": 65536,
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  "num_iterations": 10000,
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  "cooldown_frac": 0.4,
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  "vocab_size": 50257,
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  "val_loss_every": 500,
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  "save_checkpoint": false
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  },
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+ "run_uuid_for_log": "06845458-f3d4-4aad-83f0-45d62f5beb89",
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  "script_code_logged_at_start": true
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  }
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