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[2026-03-20 02:15:54] [Rank 0] PRINT: Starting training... |
[2026-03-20 02:15:54] [Rank 0] PRINT: Starting training... |
[2026-03-20 02:15:54] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 02:15:54] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 02:16:52] [Rank 0] PRINT: step:0/15000 val_loss:10.8258 train_time:0ms step_avg:0.00ms |
[2026-03-20 02:16:52] [Rank 0] PRINT: step:0/15000 val_loss:10.8258 train_time:0ms step_avg:0.00ms |
[2026-03-20 02:16:56] [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_0.002_muon_lr_0.01_seed_42/checkpoints/ckpt_latest.pt |
[2026-03-20 02:16:56] [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_0.002_muon_lr_0.01_seed_42/checkpoints/ckpt_latest.pt |
[2026-03-20 02:17:05] [Rank 0] step:21/15000 train_loss_per_token:2.3995 train_time:13367ms step_avg:636.54ms |
[2026-03-20 02:17:05] [Rank 0] step:21/15000 train_loss_per_token:2.3995 train_time:13367ms step_avg:636.54ms |
[2026-03-20 02:17:15] [Rank 0] step:41/15000 train_loss_per_token:2.1915 train_time:23088ms step_avg:563.12ms |
[2026-03-20 02:17:15] [Rank 0] step:41/15000 train_loss_per_token:2.1915 train_time:23088ms step_avg:563.12ms |
[2026-03-20 02:17:25] [Rank 0] step:61/15000 train_loss_per_token:2.0318 train_time:32842ms step_avg:538.39ms |
[2026-03-20 02:17:25] [Rank 0] step:61/15000 train_loss_per_token:2.0318 train_time:32842ms step_avg:538.39ms |
[2026-03-20 02:17:35] [Rank 0] step:81/15000 train_loss_per_token:1.9767 train_time:42631ms step_avg:526.31ms |
[2026-03-20 02:17:35] [Rank 0] step:81/15000 train_loss_per_token:1.9767 train_time:42631ms step_avg:526.31ms |
[2026-03-20 02:17:44] [Rank 0] step:101/15000 train_loss_per_token:1.8948 train_time:52449ms step_avg:519.30ms |
[2026-03-20 02:17:44] [Rank 0] step:101/15000 train_loss_per_token:1.8948 train_time:52449ms step_avg:519.30ms |
[2026-03-20 02:17:54] [Rank 0] step:121/15000 train_loss_per_token:1.8404 train_time:62301ms step_avg:514.88ms |
[2026-03-20 02:17:54] [Rank 0] step:121/15000 train_loss_per_token:1.8404 train_time:62301ms step_avg:514.88ms |
[2026-03-20 02:18:04] [Rank 0] step:141/15000 train_loss_per_token:1.7899 train_time:72152ms step_avg:511.72ms |
[2026-03-20 02:18:04] [Rank 0] step:141/15000 train_loss_per_token:1.7899 train_time:72152ms step_avg:511.72ms |
[2026-03-20 02:18:14] [Rank 0] step:161/15000 train_loss_per_token:1.7673 train_time:82014ms step_avg:509.40ms |
[2026-03-20 02:18:14] [Rank 0] step:161/15000 train_loss_per_token:1.7673 train_time:82014ms step_avg:509.40ms |
[2026-03-20 02:18:24] [Rank 0] step:181/15000 train_loss_per_token:1.7301 train_time:91876ms step_avg:507.60ms |
[2026-03-20 02:18:24] [Rank 0] step:181/15000 train_loss_per_token:1.7301 train_time:91876ms step_avg:507.60ms |
[2026-03-20 02:18:34] [Rank 0] step:201/15000 train_loss_per_token:1.7093 train_time:101736ms step_avg:506.15ms |
[2026-03-20 02:18:34] [Rank 0] step:201/15000 train_loss_per_token:1.7093 train_time:101736ms step_avg:506.15ms |
[2026-03-20 02:18:44] [Rank 0] step:221/15000 train_loss_per_token:1.6893 train_time:111600ms step_avg:504.98ms |
[2026-03-20 02:18:44] [Rank 0] step:221/15000 train_loss_per_token:1.6893 train_time:111600ms step_avg:504.98ms |
[2026-03-20 02:18:53] [Rank 0] step:241/15000 train_loss_per_token:1.6604 train_time:121473ms step_avg:504.04ms |
[2026-03-20 02:18:53] [Rank 0] step:241/15000 train_loss_per_token:1.6604 train_time:121473ms step_avg:504.04ms |
[2026-03-20 02:19:04] [Rank 0] step:261/15000 train_loss_per_token:1.6232 train_time:131680ms step_avg:504.52ms |
[2026-03-20 02:19:04] [Rank 0] step:261/15000 train_loss_per_token:1.6232 train_time:131680ms step_avg:504.52ms |
[2026-03-20 02:19:13] [Rank 0] step:281/15000 train_loss_per_token:1.6143 train_time:141555ms step_avg:503.76ms |
[2026-03-20 02:19:13] [Rank 0] step:281/15000 train_loss_per_token:1.6143 train_time:141555ms step_avg:503.76ms |
[2026-03-20 02:19:23] [Rank 0] step:301/15000 train_loss_per_token:1.6388 train_time:151440ms step_avg:503.12ms |
[2026-03-20 02:19:23] [Rank 0] step:301/15000 train_loss_per_token:1.6388 train_time:151440ms step_avg:503.12ms |
[2026-03-20 02:19:33] [Rank 0] step:321/15000 train_loss_per_token:1.5876 train_time:161329ms step_avg:502.58ms |
[2026-03-20 02:19:33] [Rank 0] step:321/15000 train_loss_per_token:1.5876 train_time:161329ms step_avg:502.58ms |
[2026-03-20 02:19:43] [Rank 0] step:341/15000 train_loss_per_token:1.5628 train_time:171217ms step_avg:502.10ms |
[2026-03-20 02:19:43] [Rank 0] step:341/15000 train_loss_per_token:1.5628 train_time:171217ms step_avg:502.10ms |
[2026-03-20 02:19:53] [Rank 0] step:361/15000 train_loss_per_token:1.5467 train_time:181112ms step_avg:501.69ms |
[2026-03-20 02:19:53] [Rank 0] step:361/15000 train_loss_per_token:1.5467 train_time:181112ms step_avg:501.69ms |
[2026-03-20 02:20:03] [Rank 0] step:381/15000 train_loss_per_token:1.5431 train_time:191010ms step_avg:501.34ms |
[2026-03-20 02:20:03] [Rank 0] step:381/15000 train_loss_per_token:1.5431 train_time:191010ms step_avg:501.34ms |
[2026-03-20 02:20:13] [Rank 0] step:401/15000 train_loss_per_token:1.5359 train_time:200908ms step_avg:501.02ms |
[2026-03-20 02:20:13] [Rank 0] step:401/15000 train_loss_per_token:1.5359 train_time:200908ms step_avg:501.02ms |
[2026-03-20 02:20:23] [Rank 0] step:421/15000 train_loss_per_token:1.5368 train_time:210811ms step_avg:500.74ms |
[2026-03-20 02:20:23] [Rank 0] step:421/15000 train_loss_per_token:1.5368 train_time:210811ms step_avg:500.74ms |
[2026-03-20 02:20:33] [Rank 0] step:441/15000 train_loss_per_token:1.4919 train_time:220716ms step_avg:500.49ms |
[2026-03-20 02:20:33] [Rank 0] step:441/15000 train_loss_per_token:1.4919 train_time:220716ms step_avg:500.49ms |
[2026-03-20 02:20:43] [Rank 0] step:461/15000 train_loss_per_token:1.5067 train_time:230629ms step_avg:500.28ms |
[2026-03-20 02:20:43] [Rank 0] step:461/15000 train_loss_per_token:1.5067 train_time:230629ms step_avg:500.28ms |
[2026-03-20 02:20:52] [Rank 0] step:481/15000 train_loss_per_token:1.5057 train_time:240557ms step_avg:500.12ms |
[2026-03-20 02:20:52] [Rank 0] step:481/15000 train_loss_per_token:1.5057 train_time:240557ms step_avg:500.12ms |
[2026-03-20 02:21:02] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 02:21:02] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 02:21:03] [Rank 0] PRINT: step:500/15000 train_loss_per_token:1.5003 val_loss:6.0474 train_time:249989ms step_avg:499.98ms |
[2026-03-20 02:21:03] [Rank 0] PRINT: step:500/15000 train_loss_per_token:1.5003 val_loss:6.0474 train_time:249989ms step_avg:499.98ms |
[2026-03-20 02:21:03] [Rank 0] step:501/15000 train_loss_per_token:1.5027 train_time:250475ms step_avg:499.95ms |
[2026-03-20 02:21:03] [Rank 0] step:501/15000 train_loss_per_token:1.5027 train_time:250475ms step_avg:499.95ms |
[2026-03-20 02:21:14] [Rank 0] step:521/15000 train_loss_per_token:1.5368 train_time:260655ms step_avg:500.30ms |
[2026-03-20 02:21:14] [Rank 0] step:521/15000 train_loss_per_token:1.5368 train_time:260655ms step_avg:500.30ms |
[2026-03-20 02:21:24] [Rank 0] step:541/15000 train_loss_per_token:1.4708 train_time:270587ms step_avg:500.16ms |
[2026-03-20 02:21:24] [Rank 0] step:541/15000 train_loss_per_token:1.4708 train_time:270587ms step_avg:500.16ms |
[2026-03-20 02:21:33] [Rank 0] step:561/15000 train_loss_per_token:1.4601 train_time:280537ms step_avg:500.07ms |
[2026-03-20 02:21:33] [Rank 0] step:561/15000 train_loss_per_token:1.4601 train_time:280537ms step_avg:500.07ms |
[2026-03-20 02:21:43] [Rank 0] step:581/15000 train_loss_per_token:1.4557 train_time:290485ms step_avg:499.97ms |
[2026-03-20 02:21:43] [Rank 0] step:581/15000 train_loss_per_token:1.4557 train_time:290485ms step_avg:499.97ms |
[2026-03-20 02:21:53] [Rank 0] step:601/15000 train_loss_per_token:1.4692 train_time:300438ms step_avg:499.90ms |
[2026-03-20 02:21:53] [Rank 0] step:601/15000 train_loss_per_token:1.4692 train_time:300438ms step_avg:499.90ms |
[2026-03-20 02:22:03] [Rank 0] step:621/15000 train_loss_per_token:1.4444 train_time:310374ms step_avg:499.80ms |
[2026-03-20 02:22:03] [Rank 0] step:621/15000 train_loss_per_token:1.4444 train_time:310374ms step_avg:499.80ms |
[2026-03-20 02:22:13] [Rank 0] step:641/15000 train_loss_per_token:1.4253 train_time:320315ms step_avg:499.71ms |
[2026-03-20 02:22:13] [Rank 0] step:641/15000 train_loss_per_token:1.4253 train_time:320315ms step_avg:499.71ms |
[2026-03-20 02:22:23] [Rank 0] step:661/15000 train_loss_per_token:1.4191 train_time:330250ms step_avg:499.62ms |
[2026-03-20 02:22:23] [Rank 0] step:661/15000 train_loss_per_token:1.4191 train_time:330250ms step_avg:499.62ms |
[2026-03-20 02:22:33] [Rank 0] step:681/15000 train_loss_per_token:1.4052 train_time:340193ms step_avg:499.55ms |
[2026-03-20 02:22:33] [Rank 0] step:681/15000 train_loss_per_token:1.4052 train_time:340193ms step_avg:499.55ms |
[2026-03-20 02:22:43] [Rank 0] step:701/15000 train_loss_per_token:1.4079 train_time:350133ms step_avg:499.48ms |
[2026-03-20 02:22:43] [Rank 0] step:701/15000 train_loss_per_token:1.4079 train_time:350133ms step_avg:499.48ms |
[2026-03-20 02:22:53] [Rank 0] step:721/15000 train_loss_per_token:1.4110 train_time:360077ms step_avg:499.41ms |
[2026-03-20 02:22:53] [Rank 0] step:721/15000 train_loss_per_token:1.4110 train_time:360077ms step_avg:499.41ms |
[2026-03-20 02:23:03] [Rank 0] step:741/15000 train_loss_per_token:1.3778 train_time:370023ms step_avg:499.36ms |
[2026-03-20 02:23:03] [Rank 0] step:741/15000 train_loss_per_token:1.3778 train_time:370023ms step_avg:499.36ms |
[2026-03-20 02:23:13] [Rank 0] step:761/15000 train_loss_per_token:1.3756 train_time:379972ms step_avg:499.31ms |
[2026-03-20 02:23:13] [Rank 0] step:761/15000 train_loss_per_token:1.3756 train_time:379972ms step_avg:499.31ms |
[2026-03-20 02:23:23] [Rank 0] step:781/15000 train_loss_per_token:1.4078 train_time:390186ms step_avg:499.60ms |
[2026-03-20 02:23:23] [Rank 0] step:781/15000 train_loss_per_token:1.4078 train_time:390186ms step_avg:499.60ms |
[2026-03-20 02:23:33] [Rank 0] step:801/15000 train_loss_per_token:1.3860 train_time:400151ms step_avg:499.56ms |
[2026-03-20 02:23:33] [Rank 0] step:801/15000 train_loss_per_token:1.3860 train_time:400151ms step_avg:499.56ms |
[2026-03-20 02:23:43] [Rank 0] step:821/15000 train_loss_per_token:1.3686 train_time:410123ms step_avg:499.54ms |
[2026-03-20 02:23:43] [Rank 0] step:821/15000 train_loss_per_token:1.3686 train_time:410123ms step_avg:499.54ms |
[2026-03-20 02:23:53] [Rank 0] step:841/15000 train_loss_per_token:1.4337 train_time:420093ms step_avg:499.52ms |
[2026-03-20 02:23:53] [Rank 0] step:841/15000 train_loss_per_token:1.4337 train_time:420093ms step_avg:499.52ms |
[2026-03-20 02:24:03] [Rank 0] step:861/15000 train_loss_per_token:1.3550 train_time:430061ms step_avg:499.49ms |
[2026-03-20 02:24:03] [Rank 0] step:861/15000 train_loss_per_token:1.3550 train_time:430061ms step_avg:499.49ms |
[2026-03-20 02:24:13] [Rank 0] step:881/15000 train_loss_per_token:1.3700 train_time:440038ms step_avg:499.48ms |
[2026-03-20 02:24:13] [Rank 0] step:881/15000 train_loss_per_token:1.3700 train_time:440038ms step_avg:499.48ms |
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