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[2026-03-19 20:36:08] [Rank 0] PRINT: --- Script Start: Thu Mar 19 20:36:08 2026 --- |
[2026-03-19 20:36:08] [Rank 0] PRINT: --- Script Start: Thu Mar 19 20:36:08 2026 --- |
[2026-03-19 20:36:08] [Rank 0] PRINT: Parsed CLI args: Namespace(unet=False, seed=42, optimizer_mode=5, model_parameterization='qkvo', adam_lr=0.001, muon_lr=0.01, base_dir='/home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean_accu/adam_lr_search', analyze_sharpness=False, sharpness_analysis_interval=500, hvp_chunk_... |
[2026-03-19 20:36:08] [Rank 0] PRINT: Parsed CLI args: Namespace(unet=False, seed=42, optimizer_mode=5, model_parameterization='qkvo', adam_lr=0.001, muon_lr=0.01, base_dir='/home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean_accu/adam_lr_search', analyze_sharpness=False, sharpness_analysis_interval=500, hvp_chunk_... |
[2026-03-19 20:36:08] [Rank 0] PRINT: Hyperparameters: Hyperparameters() |
[2026-03-19 20:36:08] [Rank 0] PRINT: Hyperparameters: Hyperparameters() |
[2026-03-19 20:36:08] [Rank 0] PRINT: Using fixed seed: 42 |
[2026-03-19 20:36:08] [Rank 0] PRINT: Using fixed seed: 42 |
[2026-03-19 20:36:08] [Rank 0] PRINT: Run directory: /home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean_accu/adam_lr_search/mode_5_param_qkvo_adam_lr_0.001_muon_lr_0.01_seed_42 |
[2026-03-19 20:36:08] [Rank 0] PRINT: Run directory: /home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean_accu/adam_lr_search/mode_5_param_qkvo_adam_lr_0.001_muon_lr_0.01_seed_42 |
[2026-03-19 20:36:08] [Rank 0] PRINT: code_sha256=2c01a5e64ccec55852d52b5c8539f402caebedf5454fe87ff6bbc52b316b754e |
[2026-03-19 20:36:08] [Rank 0] PRINT: code_sha256=2c01a5e64ccec55852d52b5c8539f402caebedf5454fe87ff6bbc52b316b754e |
[2026-03-19 20:36:08] [Rank 0] PRINT: Constructing model... |
[2026-03-19 20:36:08] [Rank 0] PRINT: Constructing model... |
[2026-03-19 20:36:10] [Rank 0] PRINT: Broadcasting model parameters... |
[2026-03-19 20:36:10] [Rank 0] PRINT: Broadcasting model parameters... |
[2026-03-19 20:36:10] [Rank 0] PRINT: Model constructed and broadcasted. |
[2026-03-19 20:36:10] [Rank 0] PRINT: Model constructed and broadcasted. |
[2026-03-19 20:36:10] [Rank 0] PRINT: Collecting parameters for optimizers... |
[2026-03-19 20:36:10] [Rank 0] PRINT: Collecting parameters for optimizers... |
[2026-03-19 20:36:10] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-19 20:36:10] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-19 20:36:10] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-19 20:36:10] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-19 20:36:10] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-19 20:36:10] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-19 20:36:10] [Rank 0] PRINT: Configuring optimizers for EXPERIMENT_MODE = 5 |
[2026-03-19 20:36:10] [Rank 0] PRINT: Configuring optimizers for EXPERIMENT_MODE = 5 |
[2026-03-19 20:36:10] [Rank 0] PRINT: Mode 5: All Adam. All Attn and MLP matrices to Adam (Adam LR: 0.001). |
[2026-03-19 20:36:10] [Rank 0] PRINT: Mode 5: All Adam. All Attn and MLP matrices to Adam (Adam LR: 0.001). |
[2026-03-19 20:36:10] [Rank 0] PRINT: Muon optimizer not created as muon_params_target_list was empty (e.g. mode where Adam handles all matrices). |
[2026-03-19 20:36:10] [Rank 0] PRINT: Muon optimizer not created as muon_params_target_list was empty (e.g. mode where Adam handles all matrices). |
[2026-03-19 20:36:10] [Rank 0] PRINT: Optimizers configured. Total optimizers: 1 |
[2026-03-19 20:36:10] [Rank 0] PRINT: Optimizers configured. Total optimizers: 1 |
[2026-03-19 20:36:10] [Rank 0] PRINT: Compiling model with TorchInductor... |
[2026-03-19 20:36:10] [Rank 0] PRINT: Compiling model with TorchInductor... |
[2026-03-19 20:36:10] [Rank 0] PRINT: Model compilation complete. |
[2026-03-19 20:36:10] [Rank 0] PRINT: Model compilation complete. |
[2026-03-19 20:36:10] [Rank 0] PRINT: No checkpoint found. Starting training from scratch. |
[2026-03-19 20:36:10] [Rank 0] PRINT: No checkpoint found. Starting training from scratch. |
[2026-03-19 20:36:10] [Rank 0] PRINT: Starting warmup... |
[2026-03-19 20:36:10] [Rank 0] PRINT: Starting warmup... |
[2026-03-19 20:38:27] [Rank 0] PRINT: Warmup complete. |
[2026-03-19 20:38:27] [Rank 0] PRINT: Warmup complete. |
[2026-03-19 20:38:27] [Rank 0] PRINT: Starting training... |
[2026-03-19 20:38:27] [Rank 0] PRINT: Starting training... |
[2026-03-19 20:38:27] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-19 20:38:27] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-19 20:38:34] [Rank 0] PRINT: step:0/15000 val_loss:10.8258 train_time:0ms step_avg:0.00ms |
[2026-03-19 20:38:34] [Rank 0] PRINT: step:0/15000 val_loss:10.8258 train_time:0ms step_avg:0.00ms |
[2026-03-19 20:38:38] [Rank 0] PRINT: Saved checkpoint at step 0 to /home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean_accu/adam_lr_search/mode_5_param_qkvo_adam_lr_0.001_muon_lr_0.01_seed_42/checkpoints/ckpt_latest.pt |
[2026-03-19 20:38:38] [Rank 0] PRINT: Saved checkpoint at step 0 to /home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean_accu/adam_lr_search/mode_5_param_qkvo_adam_lr_0.001_muon_lr_0.01_seed_42/checkpoints/ckpt_latest.pt |
[2026-03-19 20:38:47] [Rank 0] step:21/15000 train_loss_per_token:2.5383 train_time:13714ms step_avg:653.03ms |
[2026-03-19 20:38:47] [Rank 0] step:21/15000 train_loss_per_token:2.5383 train_time:13714ms step_avg:653.03ms |
[2026-03-19 20:38:57] [Rank 0] step:41/15000 train_loss_per_token:2.3959 train_time:23567ms step_avg:574.80ms |
[2026-03-19 20:38:57] [Rank 0] step:41/15000 train_loss_per_token:2.3959 train_time:23567ms step_avg:574.80ms |
[2026-03-19 20:39:07] [Rank 0] step:61/15000 train_loss_per_token:2.2658 train_time:33446ms step_avg:548.30ms |
[2026-03-19 20:39:07] [Rank 0] step:61/15000 train_loss_per_token:2.2658 train_time:33446ms step_avg:548.30ms |
[2026-03-19 20:39:17] [Rank 0] step:81/15000 train_loss_per_token:2.1870 train_time:43350ms step_avg:535.18ms |
[2026-03-19 20:39:17] [Rank 0] step:81/15000 train_loss_per_token:2.1870 train_time:43350ms step_avg:535.18ms |
[2026-03-19 20:39:27] [Rank 0] step:101/15000 train_loss_per_token:2.0890 train_time:53266ms step_avg:527.38ms |
[2026-03-19 20:39:27] [Rank 0] step:101/15000 train_loss_per_token:2.0890 train_time:53266ms step_avg:527.38ms |
[2026-03-19 20:39:37] [Rank 0] step:121/15000 train_loss_per_token:2.0175 train_time:63199ms step_avg:522.30ms |
[2026-03-19 20:39:37] [Rank 0] step:121/15000 train_loss_per_token:2.0175 train_time:63199ms step_avg:522.30ms |
[2026-03-19 20:39:47] [Rank 0] step:141/15000 train_loss_per_token:1.9620 train_time:73145ms step_avg:518.76ms |
[2026-03-19 20:39:47] [Rank 0] step:141/15000 train_loss_per_token:1.9620 train_time:73145ms step_avg:518.76ms |
[2026-03-19 20:39:57] [Rank 0] step:161/15000 train_loss_per_token:1.9357 train_time:83159ms step_avg:516.51ms |
[2026-03-19 20:39:57] [Rank 0] step:161/15000 train_loss_per_token:1.9357 train_time:83159ms step_avg:516.51ms |
[2026-03-19 20:40:07] [Rank 0] step:181/15000 train_loss_per_token:1.9023 train_time:93132ms step_avg:514.54ms |
[2026-03-19 20:40:07] [Rank 0] step:181/15000 train_loss_per_token:1.9023 train_time:93132ms step_avg:514.54ms |
[2026-03-19 20:40:17] [Rank 0] step:201/15000 train_loss_per_token:1.8801 train_time:103113ms step_avg:513.00ms |
[2026-03-19 20:40:17] [Rank 0] step:201/15000 train_loss_per_token:1.8801 train_time:103113ms step_avg:513.00ms |
[2026-03-19 20:40:27] [Rank 0] step:221/15000 train_loss_per_token:1.8558 train_time:113094ms step_avg:511.74ms |
[2026-03-19 20:40:27] [Rank 0] step:221/15000 train_loss_per_token:1.8558 train_time:113094ms step_avg:511.74ms |
[2026-03-19 20:40:37] [Rank 0] step:241/15000 train_loss_per_token:1.8229 train_time:123083ms step_avg:510.72ms |
[2026-03-19 20:40:37] [Rank 0] step:241/15000 train_loss_per_token:1.8229 train_time:123083ms step_avg:510.72ms |
[2026-03-19 20:40:47] [Rank 0] step:261/15000 train_loss_per_token:1.7825 train_time:133411ms step_avg:511.15ms |
[2026-03-19 20:40:47] [Rank 0] step:261/15000 train_loss_per_token:1.7825 train_time:133411ms step_avg:511.15ms |
[2026-03-19 20:40:57] [Rank 0] step:281/15000 train_loss_per_token:1.7691 train_time:143401ms step_avg:510.33ms |
[2026-03-19 20:40:57] [Rank 0] step:281/15000 train_loss_per_token:1.7691 train_time:143401ms step_avg:510.33ms |
[2026-03-19 20:41:07] [Rank 0] step:301/15000 train_loss_per_token:1.7698 train_time:153388ms step_avg:509.60ms |
[2026-03-19 20:41:07] [Rank 0] step:301/15000 train_loss_per_token:1.7698 train_time:153388ms step_avg:509.60ms |
[2026-03-19 20:41:17] [Rank 0] step:321/15000 train_loss_per_token:1.7210 train_time:163370ms step_avg:508.94ms |
[2026-03-19 20:41:17] [Rank 0] step:321/15000 train_loss_per_token:1.7210 train_time:163370ms step_avg:508.94ms |
[2026-03-19 20:41:27] [Rank 0] step:341/15000 train_loss_per_token:1.6911 train_time:173348ms step_avg:508.35ms |
[2026-03-19 20:41:27] [Rank 0] step:341/15000 train_loss_per_token:1.6911 train_time:173348ms step_avg:508.35ms |
[2026-03-19 20:41:37] [Rank 0] step:361/15000 train_loss_per_token:1.6672 train_time:183319ms step_avg:507.81ms |
[2026-03-19 20:41:37] [Rank 0] step:361/15000 train_loss_per_token:1.6672 train_time:183319ms step_avg:507.81ms |
[2026-03-19 20:41:47] [Rank 0] step:381/15000 train_loss_per_token:1.6569 train_time:193298ms step_avg:507.34ms |
[2026-03-19 20:41:47] [Rank 0] step:381/15000 train_loss_per_token:1.6569 train_time:193298ms step_avg:507.34ms |
[2026-03-19 20:41:57] [Rank 0] step:401/15000 train_loss_per_token:1.6486 train_time:203278ms step_avg:506.93ms |
[2026-03-19 20:41:57] [Rank 0] step:401/15000 train_loss_per_token:1.6486 train_time:203278ms step_avg:506.93ms |
[2026-03-19 20:42:07] [Rank 0] step:421/15000 train_loss_per_token:1.6408 train_time:213260ms step_avg:506.56ms |
[2026-03-19 20:42:07] [Rank 0] step:421/15000 train_loss_per_token:1.6408 train_time:213260ms step_avg:506.56ms |
[2026-03-19 20:42:17] [Rank 0] step:441/15000 train_loss_per_token:1.5946 train_time:223240ms step_avg:506.21ms |
[2026-03-19 20:42:17] [Rank 0] step:441/15000 train_loss_per_token:1.5946 train_time:223240ms step_avg:506.21ms |
[2026-03-19 20:42:27] [Rank 0] step:461/15000 train_loss_per_token:1.6070 train_time:233225ms step_avg:505.91ms |
[2026-03-19 20:42:27] [Rank 0] step:461/15000 train_loss_per_token:1.6070 train_time:233225ms step_avg:505.91ms |
[2026-03-19 20:42:37] [Rank 0] step:481/15000 train_loss_per_token:1.5982 train_time:243209ms step_avg:505.63ms |
[2026-03-19 20:42:37] [Rank 0] step:481/15000 train_loss_per_token:1.5982 train_time:243209ms step_avg:505.63ms |
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