zhangfz commited on
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update
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- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/config.json +44 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_0.json +0 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_0.png +3 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_1000.json +0 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_1000.png +3 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_10000.json +0 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_10000.png +3 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_2000.json +0 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_2000.png +3 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_3000.json +0 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_3000.png +3 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_4000.json +0 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_4000.png +3 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_5000.json +0 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_5000.png +3 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_6000.json +0 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_6000.png +3 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_7000.json +0 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_7000.png +3 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_8000.json +0 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_8000.png +3 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_9000.json +0 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_9000.png +3 -0
- logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/training_log.txt +0 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/config.json +44 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_0.json +0 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_0.png +3 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_1000.json +0 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_1000.png +3 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_10000.json +0 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_10000.png +3 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_2000.json +0 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_2000.png +3 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_3000.json +0 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_3000.png +3 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_4000.json +0 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_4000.png +3 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_5000.json +0 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_5000.png +3 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_6000.json +0 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_6000.png +3 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_7000.json +0 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_7000.png +3 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_8000.json +0 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_8000.png +3 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_9000.json +0 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/hessian_spectrum/hessian_full_batch_step_9000.png +3 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/training_log.txt +0 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_43_5e6385b6-9c34-446c-9997-1348921e0c78/config.json +44 -0
- logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_43_5e6385b6-9c34-446c-9997-1348921e0c78/hessian_spectrum/hessian_full_batch_step_0.json +0 -0
logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/config.json
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{
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"cli_args": {
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"input_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
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"input_val_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
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"output_dir": "/home/aiops/zhangfz/MUON_sharpness/logs_hessian_pure",
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"batch_size": 8,
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"sequence_length": 1024,
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"total_batch_size": 524288,
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"num_iterations": 10000,
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"inference_only": 0,
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"adam_lr": 0.001,
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"warmup_iters": 700,
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"weight_decay": 0.0,
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"grad_clip": 1.0,
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"val_loss_every": 250,
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"val_max_steps": 20,
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"sample_every": 0,
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"overfit_single_batch": 0,
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"tensorcores": 1,
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"device": "",
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"compile": 1,
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"flash": 1,
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"dtype": "bfloat16",
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"zero_stage": 1,
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"optimizer": "adam",
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"muon_lr": 0.01,
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"muon_momentum": 0.95,
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"muon_weight_decay": 0.0,
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"muon_ns_steps": 5,
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"muon_nesterov": false,
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"write_tensors": 0,
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"seed": 42,
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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": 5,
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"hessian_sigma": 0.00316,
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"hessian_num_batches": 10
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},
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"run_uuid": "91dd05a7-7382-4772-856a-752ad1407451",
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"script_code_logged_at_start": true
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}
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logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_0.json
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logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_1000.json
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logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_10000.json
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logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_2000.json
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logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_3000.json
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logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_4000.json
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logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/hessian_spectrum/hessian_full_batch_step_9000.json
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logs_hessian_pure/opt_adam_alr_0.001_mlr_0.01_seed_42_91dd05a7-7382-4772-856a-752ad1407451/training_log.txt
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logs_hessian_pure/opt_muon_alr_0.001_mlr_0.01_seed_42_cf7051c6-f4bf-43d0-a87e-4d1f44e148a0/config.json
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{
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"cli_args": {
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"input_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
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