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[2026-03-19 22:06:12] [Rank 0] step:9721/15000 train_loss_per_token:0.9117 train_time:5239068ms step_avg:538.94ms |
[2026-03-19 22:06:12] [Rank 0] step:9721/15000 train_loss_per_token:0.9117 train_time:5239068ms step_avg:538.94ms |
[2026-03-19 22:06:24] [Rank 0] step:9741/15000 train_loss_per_token:0.9126 train_time:5250476ms step_avg:539.01ms |
[2026-03-19 22:06:24] [Rank 0] step:9741/15000 train_loss_per_token:0.9126 train_time:5250476ms step_avg:539.01ms |
[2026-03-19 22:06:35] [Rank 0] step:9761/15000 train_loss_per_token:0.9457 train_time:5261861ms step_avg:539.07ms |
[2026-03-19 22:06:35] [Rank 0] step:9761/15000 train_loss_per_token:0.9457 train_time:5261861ms step_avg:539.07ms |
[2026-03-19 22:06:47] [Rank 0] step:9781/15000 train_loss_per_token:0.9148 train_time:5273267ms step_avg:539.13ms |
[2026-03-19 22:06:47] [Rank 0] step:9781/15000 train_loss_per_token:0.9148 train_time:5273267ms step_avg:539.13ms |
[2026-03-19 22:06:58] [Rank 0] step:9801/15000 train_loss_per_token:0.9016 train_time:5284666ms step_avg:539.20ms |
[2026-03-19 22:06:58] [Rank 0] step:9801/15000 train_loss_per_token:0.9016 train_time:5284666ms step_avg:539.20ms |
[2026-03-19 22:07:09] [Rank 0] step:9821/15000 train_loss_per_token:0.9081 train_time:5296059ms step_avg:539.26ms |
[2026-03-19 22:07:09] [Rank 0] step:9821/15000 train_loss_per_token:0.9081 train_time:5296059ms step_avg:539.26ms |
[2026-03-19 22:07:21] [Rank 0] step:9841/15000 train_loss_per_token:0.8784 train_time:5307451ms step_avg:539.32ms |
[2026-03-19 22:07:21] [Rank 0] step:9841/15000 train_loss_per_token:0.8784 train_time:5307451ms step_avg:539.32ms |
[2026-03-19 22:07:32] [Rank 0] step:9861/15000 train_loss_per_token:0.8963 train_time:5318839ms step_avg:539.38ms |
[2026-03-19 22:07:32] [Rank 0] step:9861/15000 train_loss_per_token:0.8963 train_time:5318839ms step_avg:539.38ms |
[2026-03-19 22:07:44] [Rank 0] step:9881/15000 train_loss_per_token:0.8934 train_time:5330225ms step_avg:539.44ms |
[2026-03-19 22:07:44] [Rank 0] step:9881/15000 train_loss_per_token:0.8934 train_time:5330225ms step_avg:539.44ms |
[2026-03-19 22:07:55] [Rank 0] step:9901/15000 train_loss_per_token:0.9100 train_time:5341641ms step_avg:539.51ms |
[2026-03-19 22:07:55] [Rank 0] step:9901/15000 train_loss_per_token:0.9100 train_time:5341641ms step_avg:539.51ms |
[2026-03-19 22:08:07] [Rank 0] step:9921/15000 train_loss_per_token:0.9074 train_time:5353309ms step_avg:539.59ms |
[2026-03-19 22:08:07] [Rank 0] step:9921/15000 train_loss_per_token:0.9074 train_time:5353309ms step_avg:539.59ms |
[2026-03-19 22:08:18] [Rank 0] step:9941/15000 train_loss_per_token:0.8860 train_time:5364725ms step_avg:539.66ms |
[2026-03-19 22:08:18] [Rank 0] step:9941/15000 train_loss_per_token:0.8860 train_time:5364725ms step_avg:539.66ms |
[2026-03-19 22:08:29] [Rank 0] step:9961/15000 train_loss_per_token:0.9241 train_time:5376128ms step_avg:539.72ms |
[2026-03-19 22:08:29] [Rank 0] step:9961/15000 train_loss_per_token:0.9241 train_time:5376128ms step_avg:539.72ms |
[2026-03-19 22:08:41] [Rank 0] step:9981/15000 train_loss_per_token:0.9038 train_time:5387538ms step_avg:539.78ms |
[2026-03-19 22:08:41] [Rank 0] step:9981/15000 train_loss_per_token:0.9038 train_time:5387538ms step_avg:539.78ms |
[2026-03-19 22:08:52] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-19 22:08:52] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-19 22:08:53] [Rank 0] PRINT: step:10000/15000 train_loss_per_token:0.9049 val_loss:3.5766 train_time:5398377ms step_avg:539.84ms |
[2026-03-19 22:08:53] [Rank 0] PRINT: step:10000/15000 train_loss_per_token:0.9049 val_loss:3.5766 train_time:5398377ms step_avg:539.84ms |
[2026-03-19 22:08:57] [Rank 0] PRINT: Saved checkpoint at step 10000 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 22:08:57] [Rank 0] PRINT: Saved checkpoint at step 10000 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 22:08:57] [Rank 0] step:10001/15000 train_loss_per_token:0.8857 train_time:5402100ms step_avg:540.16ms |
[2026-03-19 22:08:57] [Rank 0] step:10001/15000 train_loss_per_token:0.8857 train_time:5402100ms step_avg:540.16ms |
[2026-03-19 22:09:08] [Rank 0] step:10021/15000 train_loss_per_token:0.8863 train_time:5413697ms step_avg:540.24ms |
[2026-03-19 22:09:08] [Rank 0] step:10021/15000 train_loss_per_token:0.8863 train_time:5413697ms step_avg:540.24ms |
[2026-03-19 22:09:20] [Rank 0] step:10041/15000 train_loss_per_token:0.8995 train_time:5425343ms step_avg:540.32ms |
[2026-03-19 22:09:20] [Rank 0] step:10041/15000 train_loss_per_token:0.8995 train_time:5425343ms step_avg:540.32ms |
[2026-03-19 22:09:31] [Rank 0] step:10061/15000 train_loss_per_token:0.9001 train_time:5436971ms step_avg:540.40ms |
[2026-03-19 22:09:31] [Rank 0] step:10061/15000 train_loss_per_token:0.9001 train_time:5436971ms step_avg:540.40ms |
[2026-03-19 22:09:43] [Rank 0] step:10081/15000 train_loss_per_token:0.8814 train_time:5448588ms step_avg:540.48ms |
[2026-03-19 22:09:43] [Rank 0] step:10081/15000 train_loss_per_token:0.8814 train_time:5448588ms step_avg:540.48ms |
[2026-03-19 22:09:55] [Rank 0] step:10101/15000 train_loss_per_token:0.8721 train_time:5460203ms step_avg:540.56ms |
[2026-03-19 22:09:55] [Rank 0] step:10101/15000 train_loss_per_token:0.8721 train_time:5460203ms step_avg:540.56ms |
[2026-03-19 22:10:06] [Rank 0] step:10121/15000 train_loss_per_token:0.9005 train_time:5471842ms step_avg:540.64ms |
[2026-03-19 22:10:06] [Rank 0] step:10121/15000 train_loss_per_token:0.9005 train_time:5471842ms step_avg:540.64ms |
[2026-03-19 22:10:18] [Rank 0] step:10141/15000 train_loss_per_token:0.8996 train_time:5483491ms step_avg:540.72ms |
[2026-03-19 22:10:18] [Rank 0] step:10141/15000 train_loss_per_token:0.8996 train_time:5483491ms step_avg:540.72ms |
[2026-03-19 22:10:30] [Rank 0] step:10161/15000 train_loss_per_token:0.8771 train_time:5495078ms step_avg:540.80ms |
[2026-03-19 22:10:30] [Rank 0] step:10161/15000 train_loss_per_token:0.8771 train_time:5495078ms step_avg:540.80ms |
[2026-03-19 22:10:42] [Rank 0] step:10181/15000 train_loss_per_token:0.8964 train_time:5507405ms step_avg:540.95ms |
[2026-03-19 22:10:42] [Rank 0] step:10181/15000 train_loss_per_token:0.8964 train_time:5507405ms step_avg:540.95ms |
[2026-03-19 22:10:53] [Rank 0] step:10201/15000 train_loss_per_token:0.9027 train_time:5519021ms step_avg:541.03ms |
[2026-03-19 22:10:53] [Rank 0] step:10201/15000 train_loss_per_token:0.9027 train_time:5519021ms step_avg:541.03ms |
[2026-03-19 22:11:05] [Rank 0] step:10221/15000 train_loss_per_token:0.9016 train_time:5530609ms step_avg:541.10ms |
[2026-03-19 22:11:05] [Rank 0] step:10221/15000 train_loss_per_token:0.9016 train_time:5530609ms step_avg:541.10ms |
[2026-03-19 22:11:17] [Rank 0] step:10241/15000 train_loss_per_token:0.8707 train_time:5542200ms step_avg:541.18ms |
[2026-03-19 22:11:17] [Rank 0] step:10241/15000 train_loss_per_token:0.8707 train_time:5542200ms step_avg:541.18ms |
[2026-03-19 22:11:28] [Rank 0] step:10261/15000 train_loss_per_token:0.8963 train_time:5553823ms step_avg:541.26ms |
[2026-03-19 22:11:28] [Rank 0] step:10261/15000 train_loss_per_token:0.8963 train_time:5553823ms step_avg:541.26ms |
[2026-03-19 22:11:40] [Rank 0] step:10281/15000 train_loss_per_token:0.8738 train_time:5565458ms step_avg:541.33ms |
[2026-03-19 22:11:40] [Rank 0] step:10281/15000 train_loss_per_token:0.8738 train_time:5565458ms step_avg:541.33ms |
[2026-03-19 22:11:52] [Rank 0] step:10301/15000 train_loss_per_token:0.8915 train_time:5577112ms step_avg:541.41ms |
[2026-03-19 22:11:52] [Rank 0] step:10301/15000 train_loss_per_token:0.8915 train_time:5577112ms step_avg:541.41ms |
[2026-03-19 22:12:03] [Rank 0] step:10321/15000 train_loss_per_token:0.8991 train_time:5588775ms step_avg:541.50ms |
[2026-03-19 22:12:03] [Rank 0] step:10321/15000 train_loss_per_token:0.8991 train_time:5588775ms step_avg:541.50ms |
[2026-03-19 22:12:15] [Rank 0] step:10341/15000 train_loss_per_token:0.8925 train_time:5600380ms step_avg:541.57ms |
[2026-03-19 22:12:15] [Rank 0] step:10341/15000 train_loss_per_token:0.8925 train_time:5600380ms step_avg:541.57ms |
[2026-03-19 22:12:26] [Rank 0] step:10361/15000 train_loss_per_token:0.8804 train_time:5612020ms step_avg:541.65ms |
[2026-03-19 22:12:26] [Rank 0] step:10361/15000 train_loss_per_token:0.8804 train_time:5612020ms step_avg:541.65ms |
[2026-03-19 22:12:38] [Rank 0] step:10381/15000 train_loss_per_token:0.8997 train_time:5623622ms step_avg:541.72ms |
[2026-03-19 22:12:38] [Rank 0] step:10381/15000 train_loss_per_token:0.8997 train_time:5623622ms step_avg:541.72ms |
[2026-03-19 22:12:50] [Rank 0] step:10401/15000 train_loss_per_token:0.9076 train_time:5635247ms step_avg:541.80ms |
[2026-03-19 22:12:50] [Rank 0] step:10401/15000 train_loss_per_token:0.9076 train_time:5635247ms step_avg:541.80ms |
[2026-03-19 22:13:01] [Rank 0] step:10421/15000 train_loss_per_token:0.8820 train_time:5646868ms step_avg:541.87ms |
[2026-03-19 22:13:01] [Rank 0] step:10421/15000 train_loss_per_token:0.8820 train_time:5646868ms step_avg:541.87ms |
[2026-03-19 22:13:14] [Rank 0] step:10441/15000 train_loss_per_token:0.8904 train_time:5659114ms step_avg:542.01ms |
[2026-03-19 22:13:14] [Rank 0] step:10441/15000 train_loss_per_token:0.8904 train_time:5659114ms step_avg:542.01ms |
[2026-03-19 22:13:25] [Rank 0] step:10461/15000 train_loss_per_token:0.8983 train_time:5670720ms step_avg:542.08ms |
[2026-03-19 22:13:25] [Rank 0] step:10461/15000 train_loss_per_token:0.8983 train_time:5670720ms step_avg:542.08ms |
[2026-03-19 22:13:37] [Rank 0] step:10481/15000 train_loss_per_token:0.8920 train_time:5682326ms step_avg:542.15ms |
[2026-03-19 22:13:37] [Rank 0] step:10481/15000 train_loss_per_token:0.8920 train_time:5682326ms step_avg:542.15ms |
[2026-03-19 22:13:48] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-19 22:13:48] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-19 22:13:49] [Rank 0] PRINT: step:10500/15000 train_loss_per_token:0.8970 val_loss:3.5554 train_time:5693374ms step_avg:542.23ms |
[2026-03-19 22:13:49] [Rank 0] PRINT: step:10500/15000 train_loss_per_token:0.8970 val_loss:3.5554 train_time:5693374ms step_avg:542.23ms |
[2026-03-19 22:13:49] [Rank 0] step:10501/15000 train_loss_per_token:0.8999 train_time:5693948ms step_avg:542.23ms |
[2026-03-19 22:13:49] [Rank 0] step:10501/15000 train_loss_per_token:0.8999 train_time:5693948ms step_avg:542.23ms |
[2026-03-19 22:14:01] [Rank 0] step:10521/15000 train_loss_per_token:0.8992 train_time:5705567ms step_avg:542.30ms |
[2026-03-19 22:14:01] [Rank 0] step:10521/15000 train_loss_per_token:0.8992 train_time:5705567ms step_avg:542.30ms |
[2026-03-19 22:14:13] [Rank 0] step:10541/15000 train_loss_per_token:0.8904 train_time:5717196ms step_avg:542.38ms |
[2026-03-19 22:14:13] [Rank 0] step:10541/15000 train_loss_per_token:0.8904 train_time:5717196ms step_avg:542.38ms |
[2026-03-19 22:14:24] [Rank 0] step:10561/15000 train_loss_per_token:0.8840 train_time:5728765ms step_avg:542.45ms |
[2026-03-19 22:14:24] [Rank 0] step:10561/15000 train_loss_per_token:0.8840 train_time:5728765ms step_avg:542.45ms |
[2026-03-19 22:14:36] [Rank 0] step:10581/15000 train_loss_per_token:0.8835 train_time:5740325ms step_avg:542.51ms |
[2026-03-19 22:14:36] [Rank 0] step:10581/15000 train_loss_per_token:0.8835 train_time:5740325ms step_avg:542.51ms |
[2026-03-19 22:14:47] [Rank 0] step:10601/15000 train_loss_per_token:0.8905 train_time:5751919ms step_avg:542.58ms |
[2026-03-19 22:14:47] [Rank 0] step:10601/15000 train_loss_per_token:0.8905 train_time:5751919ms step_avg:542.58ms |
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