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[2026-03-20 05:07:44] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 05:07:44] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 05:07:53] [Rank 0] PRINT: step:0/15000 val_loss:10.8258 train_time:0ms step_avg:0.00ms |
[2026-03-20 05:07:53] [Rank 0] PRINT: step:0/15000 val_loss:10.8258 train_time:0ms step_avg:0.00ms |
[2026-03-20 05:07:56] [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_0.01_muon_lr_0.01_seed_43/checkpoints/ckpt_latest.pt |
[2026-03-20 05:07:56] [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_0.01_muon_lr_0.01_seed_43/checkpoints/ckpt_latest.pt |
[2026-03-20 05:08:06] [Rank 0] step:21/15000 train_loss_per_token:1.9456 train_time:13289ms step_avg:632.81ms |
[2026-03-20 05:08:06] [Rank 0] step:21/15000 train_loss_per_token:1.9456 train_time:13289ms step_avg:632.81ms |
[2026-03-20 05:08:16] [Rank 0] step:41/15000 train_loss_per_token:1.8624 train_time:23053ms step_avg:562.28ms |
[2026-03-20 05:08:16] [Rank 0] step:41/15000 train_loss_per_token:1.8624 train_time:23053ms step_avg:562.28ms |
[2026-03-20 05:08:26] [Rank 0] step:61/15000 train_loss_per_token:1.8186 train_time:32894ms step_avg:539.24ms |
[2026-03-20 05:08:26] [Rank 0] step:61/15000 train_loss_per_token:1.8186 train_time:32894ms step_avg:539.24ms |
[2026-03-20 05:08:35] [Rank 0] step:81/15000 train_loss_per_token:1.7734 train_time:42760ms step_avg:527.90ms |
[2026-03-20 05:08:35] [Rank 0] step:81/15000 train_loss_per_token:1.7734 train_time:42760ms step_avg:527.90ms |
[2026-03-20 05:08:45] [Rank 0] step:101/15000 train_loss_per_token:1.7533 train_time:52641ms step_avg:521.20ms |
[2026-03-20 05:08:45] [Rank 0] step:101/15000 train_loss_per_token:1.7533 train_time:52641ms step_avg:521.20ms |
[2026-03-20 05:08:55] [Rank 0] step:121/15000 train_loss_per_token:1.7057 train_time:62531ms step_avg:516.78ms |
[2026-03-20 05:08:55] [Rank 0] step:121/15000 train_loss_per_token:1.7057 train_time:62531ms step_avg:516.78ms |
[2026-03-20 05:09:05] [Rank 0] step:141/15000 train_loss_per_token:1.6377 train_time:72429ms step_avg:513.68ms |
[2026-03-20 05:09:05] [Rank 0] step:141/15000 train_loss_per_token:1.6377 train_time:72429ms step_avg:513.68ms |
[2026-03-20 05:09:15] [Rank 0] step:161/15000 train_loss_per_token:1.6643 train_time:82327ms step_avg:511.35ms |
[2026-03-20 05:09:15] [Rank 0] step:161/15000 train_loss_per_token:1.6643 train_time:82327ms step_avg:511.35ms |
[2026-03-20 05:09:25] [Rank 0] step:181/15000 train_loss_per_token:1.6264 train_time:92236ms step_avg:509.59ms |
[2026-03-20 05:09:25] [Rank 0] step:181/15000 train_loss_per_token:1.6264 train_time:92236ms step_avg:509.59ms |
[2026-03-20 05:09:35] [Rank 0] step:201/15000 train_loss_per_token:1.6003 train_time:102148ms step_avg:508.20ms |
[2026-03-20 05:09:35] [Rank 0] step:201/15000 train_loss_per_token:1.6003 train_time:102148ms step_avg:508.20ms |
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[2026-03-20 05:09:45] [Rank 0] step:221/15000 train_loss_per_token:1.5772 train_time:112062ms step_avg:507.07ms |
[2026-03-20 05:09:55] [Rank 0] step:241/15000 train_loss_per_token:1.5606 train_time:121975ms step_avg:506.12ms |
[2026-03-20 05:09:55] [Rank 0] step:241/15000 train_loss_per_token:1.5606 train_time:121975ms step_avg:506.12ms |
[2026-03-20 05:10:05] [Rank 0] step:261/15000 train_loss_per_token:1.5275 train_time:132627ms step_avg:508.15ms |
[2026-03-20 05:10:05] [Rank 0] step:261/15000 train_loss_per_token:1.5275 train_time:132627ms step_avg:508.15ms |
[2026-03-20 05:10:15] [Rank 0] step:281/15000 train_loss_per_token:1.5161 train_time:142551ms step_avg:507.30ms |
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[2026-03-20 05:10:25] [Rank 0] step:301/15000 train_loss_per_token:1.4882 train_time:152478ms step_avg:506.57ms |
[2026-03-20 05:10:25] [Rank 0] step:301/15000 train_loss_per_token:1.4882 train_time:152478ms step_avg:506.57ms |
[2026-03-20 05:10:35] [Rank 0] step:321/15000 train_loss_per_token:1.4873 train_time:162405ms step_avg:505.93ms |
[2026-03-20 05:10:35] [Rank 0] step:321/15000 train_loss_per_token:1.4873 train_time:162405ms step_avg:505.93ms |
[2026-03-20 05:10:45] [Rank 0] step:341/15000 train_loss_per_token:1.4760 train_time:172335ms step_avg:505.38ms |
[2026-03-20 05:10:45] [Rank 0] step:341/15000 train_loss_per_token:1.4760 train_time:172335ms step_avg:505.38ms |
[2026-03-20 05:10:55] [Rank 0] step:361/15000 train_loss_per_token:1.4634 train_time:182254ms step_avg:504.86ms |
[2026-03-20 05:10:55] [Rank 0] step:361/15000 train_loss_per_token:1.4634 train_time:182254ms step_avg:504.86ms |
[2026-03-20 05:11:05] [Rank 0] step:381/15000 train_loss_per_token:1.4325 train_time:192170ms step_avg:504.38ms |
[2026-03-20 05:11:05] [Rank 0] step:381/15000 train_loss_per_token:1.4325 train_time:192170ms step_avg:504.38ms |
[2026-03-20 05:11:15] [Rank 0] step:401/15000 train_loss_per_token:1.4273 train_time:202094ms step_avg:503.98ms |
[2026-03-20 05:11:15] [Rank 0] step:401/15000 train_loss_per_token:1.4273 train_time:202094ms step_avg:503.98ms |
[2026-03-20 05:11:25] [Rank 0] step:421/15000 train_loss_per_token:1.4146 train_time:212027ms step_avg:503.63ms |
[2026-03-20 05:11:25] [Rank 0] step:421/15000 train_loss_per_token:1.4146 train_time:212027ms step_avg:503.63ms |
[2026-03-20 05:11:35] [Rank 0] step:441/15000 train_loss_per_token:1.4149 train_time:221953ms step_avg:503.29ms |
[2026-03-20 05:11:35] [Rank 0] step:441/15000 train_loss_per_token:1.4149 train_time:221953ms step_avg:503.29ms |
[2026-03-20 05:11:45] [Rank 0] step:461/15000 train_loss_per_token:1.3884 train_time:231892ms step_avg:503.02ms |
[2026-03-20 05:11:45] [Rank 0] step:461/15000 train_loss_per_token:1.3884 train_time:231892ms step_avg:503.02ms |
[2026-03-20 05:11:54] [Rank 0] step:481/15000 train_loss_per_token:1.3953 train_time:241849ms step_avg:502.80ms |
[2026-03-20 05:11:54] [Rank 0] step:481/15000 train_loss_per_token:1.3953 train_time:241849ms step_avg:502.80ms |
[2026-03-20 05:12:04] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 05:12:04] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 05:12:05] [Rank 0] PRINT: step:500/15000 train_loss_per_token:1.3933 val_loss:5.5520 train_time:251292ms step_avg:502.58ms |
[2026-03-20 05:12:05] [Rank 0] PRINT: step:500/15000 train_loss_per_token:1.3933 val_loss:5.5520 train_time:251292ms step_avg:502.58ms |
[2026-03-20 05:12:05] [Rank 0] step:501/15000 train_loss_per_token:1.3914 train_time:251780ms step_avg:502.56ms |
[2026-03-20 05:12:05] [Rank 0] step:501/15000 train_loss_per_token:1.3914 train_time:251780ms step_avg:502.56ms |
[2026-03-20 05:12:16] [Rank 0] step:521/15000 train_loss_per_token:1.3646 train_time:261987ms step_avg:502.85ms |
[2026-03-20 05:12:16] [Rank 0] step:521/15000 train_loss_per_token:1.3646 train_time:261987ms step_avg:502.85ms |
[2026-03-20 05:12:26] [Rank 0] step:541/15000 train_loss_per_token:1.3628 train_time:271940ms step_avg:502.66ms |
[2026-03-20 05:12:26] [Rank 0] step:541/15000 train_loss_per_token:1.3628 train_time:271940ms step_avg:502.66ms |
[2026-03-20 05:12:36] [Rank 0] step:561/15000 train_loss_per_token:1.3485 train_time:281895ms step_avg:502.49ms |
[2026-03-20 05:12:36] [Rank 0] step:561/15000 train_loss_per_token:1.3485 train_time:281895ms step_avg:502.49ms |
[2026-03-20 05:12:45] [Rank 0] step:581/15000 train_loss_per_token:1.3459 train_time:291852ms step_avg:502.33ms |
[2026-03-20 05:12:45] [Rank 0] step:581/15000 train_loss_per_token:1.3459 train_time:291852ms step_avg:502.33ms |
[2026-03-20 05:12:55] [Rank 0] step:601/15000 train_loss_per_token:1.3371 train_time:301817ms step_avg:502.19ms |
[2026-03-20 05:12:55] [Rank 0] step:601/15000 train_loss_per_token:1.3371 train_time:301817ms step_avg:502.19ms |
[2026-03-20 05:13:05] [Rank 0] step:621/15000 train_loss_per_token:1.3264 train_time:311778ms step_avg:502.06ms |
[2026-03-20 05:13:05] [Rank 0] step:621/15000 train_loss_per_token:1.3264 train_time:311778ms step_avg:502.06ms |
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[2026-03-20 05:13:15] [Rank 0] step:641/15000 train_loss_per_token:1.3409 train_time:321738ms step_avg:501.93ms |
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[2026-03-20 05:13:25] [Rank 0] step:661/15000 train_loss_per_token:1.3303 train_time:331712ms step_avg:501.83ms |
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[2026-03-20 05:13:55] [Rank 0] step:721/15000 train_loss_per_token:1.3094 train_time:361607ms step_avg:501.53ms |
[2026-03-20 05:13:55] [Rank 0] step:721/15000 train_loss_per_token:1.3094 train_time:361607ms step_avg:501.53ms |
[2026-03-20 05:14:05] [Rank 0] step:741/15000 train_loss_per_token:1.2911 train_time:371577ms step_avg:501.45ms |
[2026-03-20 05:14:05] [Rank 0] step:741/15000 train_loss_per_token:1.2911 train_time:371577ms step_avg:501.45ms |
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[2026-03-20 05:14:25] [Rank 0] step:781/15000 train_loss_per_token:1.2802 train_time:391795ms step_avg:501.66ms |
[2026-03-20 05:14:25] [Rank 0] step:781/15000 train_loss_per_token:1.2802 train_time:391795ms step_avg:501.66ms |
[2026-03-20 05:14:35] [Rank 0] step:801/15000 train_loss_per_token:1.2541 train_time:401772ms step_avg:501.59ms |
[2026-03-20 05:14:35] [Rank 0] step:801/15000 train_loss_per_token:1.2541 train_time:401772ms step_avg:501.59ms |
[2026-03-20 05:14:45] [Rank 0] step:821/15000 train_loss_per_token:1.2704 train_time:411754ms step_avg:501.53ms |
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[2026-03-20 05:15:25] [Rank 0] step:901/15000 train_loss_per_token:1.2492 train_time:451668ms step_avg:501.30ms |
[2026-03-20 05:15:25] [Rank 0] step:901/15000 train_loss_per_token:1.2492 train_time:451668ms step_avg:501.30ms |
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