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[2026-03-20 11:48:17] [Rank 0] step:9921/15000 train_loss_per_token:0.9094 train_time:5359046ms step_avg:540.17ms |
[2026-03-20 11:48:17] [Rank 0] step:9921/15000 train_loss_per_token:0.9094 train_time:5359046ms step_avg:540.17ms |
[2026-03-20 11:48:29] [Rank 0] step:9941/15000 train_loss_per_token:0.8776 train_time:5370468ms step_avg:540.23ms |
[2026-03-20 11:48:29] [Rank 0] step:9941/15000 train_loss_per_token:0.8776 train_time:5370468ms step_avg:540.23ms |
[2026-03-20 11:48:40] [Rank 0] step:9961/15000 train_loss_per_token:0.8614 train_time:5381888ms step_avg:540.30ms |
[2026-03-20 11:48:40] [Rank 0] step:9961/15000 train_loss_per_token:0.8614 train_time:5381888ms step_avg:540.30ms |
[2026-03-20 11:48:52] [Rank 0] step:9981/15000 train_loss_per_token:0.8852 train_time:5393323ms step_avg:540.36ms |
[2026-03-20 11:48:52] [Rank 0] step:9981/15000 train_loss_per_token:0.8852 train_time:5393323ms step_avg:540.36ms |
[2026-03-20 11:49:03] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 11:49:03] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 11:49:04] [Rank 0] PRINT: step:10000/15000 train_loss_per_token:0.8995 val_loss:3.5126 train_time:5404163ms step_avg:540.42ms |
[2026-03-20 11:49:04] [Rank 0] PRINT: step:10000/15000 train_loss_per_token:0.8995 val_loss:3.5126 train_time:5404163ms step_avg:540.42ms |
[2026-03-20 11:49:08] [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_0.002_muon_lr_0.01_seed_43/checkpoints/ckpt_latest.pt |
[2026-03-20 11:49:08] [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_0.002_muon_lr_0.01_seed_43/checkpoints/ckpt_latest.pt |
[2026-03-20 11:49:08] [Rank 0] step:10001/15000 train_loss_per_token:0.8976 train_time:5408124ms step_avg:540.76ms |
[2026-03-20 11:49:08] [Rank 0] step:10001/15000 train_loss_per_token:0.8976 train_time:5408124ms step_avg:540.76ms |
[2026-03-20 11:49:19] [Rank 0] step:10021/15000 train_loss_per_token:0.8861 train_time:5419759ms step_avg:540.84ms |
[2026-03-20 11:49:19] [Rank 0] step:10021/15000 train_loss_per_token:0.8861 train_time:5419759ms step_avg:540.84ms |
[2026-03-20 11:49:31] [Rank 0] step:10041/15000 train_loss_per_token:0.8756 train_time:5431367ms step_avg:540.92ms |
[2026-03-20 11:49:31] [Rank 0] step:10041/15000 train_loss_per_token:0.8756 train_time:5431367ms step_avg:540.92ms |
[2026-03-20 11:49:42] [Rank 0] step:10061/15000 train_loss_per_token:0.8793 train_time:5442984ms step_avg:541.00ms |
[2026-03-20 11:49:42] [Rank 0] step:10061/15000 train_loss_per_token:0.8793 train_time:5442984ms step_avg:541.00ms |
[2026-03-20 11:49:54] [Rank 0] step:10081/15000 train_loss_per_token:0.8686 train_time:5454617ms step_avg:541.08ms |
[2026-03-20 11:49:54] [Rank 0] step:10081/15000 train_loss_per_token:0.8686 train_time:5454617ms step_avg:541.08ms |
[2026-03-20 11:50:06] [Rank 0] step:10101/15000 train_loss_per_token:0.8873 train_time:5466253ms step_avg:541.16ms |
[2026-03-20 11:50:06] [Rank 0] step:10101/15000 train_loss_per_token:0.8873 train_time:5466253ms step_avg:541.16ms |
[2026-03-20 11:50:17] [Rank 0] step:10121/15000 train_loss_per_token:0.8746 train_time:5477862ms step_avg:541.24ms |
[2026-03-20 11:50:17] [Rank 0] step:10121/15000 train_loss_per_token:0.8746 train_time:5477862ms step_avg:541.24ms |
[2026-03-20 11:50:29] [Rank 0] step:10141/15000 train_loss_per_token:0.8836 train_time:5489480ms step_avg:541.32ms |
[2026-03-20 11:50:29] [Rank 0] step:10141/15000 train_loss_per_token:0.8836 train_time:5489480ms step_avg:541.32ms |
[2026-03-20 11:50:41] [Rank 0] step:10161/15000 train_loss_per_token:0.9214 train_time:5501135ms step_avg:541.40ms |
[2026-03-20 11:50:41] [Rank 0] step:10161/15000 train_loss_per_token:0.9214 train_time:5501135ms step_avg:541.40ms |
[2026-03-20 11:50:53] [Rank 0] step:10181/15000 train_loss_per_token:0.8839 train_time:5513507ms step_avg:541.55ms |
[2026-03-20 11:50:53] [Rank 0] step:10181/15000 train_loss_per_token:0.8839 train_time:5513507ms step_avg:541.55ms |
[2026-03-20 11:51:05] [Rank 0] step:10201/15000 train_loss_per_token:0.8899 train_time:5525120ms step_avg:541.63ms |
[2026-03-20 11:51:05] [Rank 0] step:10201/15000 train_loss_per_token:0.8899 train_time:5525120ms step_avg:541.63ms |
[2026-03-20 11:51:16] [Rank 0] step:10221/15000 train_loss_per_token:0.8841 train_time:5536723ms step_avg:541.70ms |
[2026-03-20 11:51:16] [Rank 0] step:10221/15000 train_loss_per_token:0.8841 train_time:5536723ms step_avg:541.70ms |
[2026-03-20 11:51:28] [Rank 0] step:10241/15000 train_loss_per_token:0.8931 train_time:5548330ms step_avg:541.78ms |
[2026-03-20 11:51:28] [Rank 0] step:10241/15000 train_loss_per_token:0.8931 train_time:5548330ms step_avg:541.78ms |
[2026-03-20 11:51:39] [Rank 0] step:10261/15000 train_loss_per_token:0.8823 train_time:5559916ms step_avg:541.85ms |
[2026-03-20 11:51:39] [Rank 0] step:10261/15000 train_loss_per_token:0.8823 train_time:5559916ms step_avg:541.85ms |
[2026-03-20 11:51:51] [Rank 0] step:10281/15000 train_loss_per_token:0.8691 train_time:5571509ms step_avg:541.92ms |
[2026-03-20 11:51:51] [Rank 0] step:10281/15000 train_loss_per_token:0.8691 train_time:5571509ms step_avg:541.92ms |
[2026-03-20 11:52:03] [Rank 0] step:10301/15000 train_loss_per_token:0.8704 train_time:5583086ms step_avg:541.99ms |
[2026-03-20 11:52:03] [Rank 0] step:10301/15000 train_loss_per_token:0.8704 train_time:5583086ms step_avg:541.99ms |
[2026-03-20 11:52:14] [Rank 0] step:10321/15000 train_loss_per_token:0.9025 train_time:5594693ms step_avg:542.07ms |
[2026-03-20 11:52:14] [Rank 0] step:10321/15000 train_loss_per_token:0.9025 train_time:5594693ms step_avg:542.07ms |
[2026-03-20 11:52:26] [Rank 0] step:10341/15000 train_loss_per_token:0.8894 train_time:5606310ms step_avg:542.14ms |
[2026-03-20 11:52:26] [Rank 0] step:10341/15000 train_loss_per_token:0.8894 train_time:5606310ms step_avg:542.14ms |
[2026-03-20 11:52:37] [Rank 0] step:10361/15000 train_loss_per_token:0.8997 train_time:5617864ms step_avg:542.21ms |
[2026-03-20 11:52:37] [Rank 0] step:10361/15000 train_loss_per_token:0.8997 train_time:5617864ms step_avg:542.21ms |
[2026-03-20 11:52:49] [Rank 0] step:10381/15000 train_loss_per_token:0.8659 train_time:5629451ms step_avg:542.28ms |
[2026-03-20 11:52:49] [Rank 0] step:10381/15000 train_loss_per_token:0.8659 train_time:5629451ms step_avg:542.28ms |
[2026-03-20 11:53:01] [Rank 0] step:10401/15000 train_loss_per_token:0.8706 train_time:5641035ms step_avg:542.36ms |
[2026-03-20 11:53:01] [Rank 0] step:10401/15000 train_loss_per_token:0.8706 train_time:5641035ms step_avg:542.36ms |
[2026-03-20 11:53:12] [Rank 0] step:10421/15000 train_loss_per_token:0.8640 train_time:5652591ms step_avg:542.42ms |
[2026-03-20 11:53:12] [Rank 0] step:10421/15000 train_loss_per_token:0.8640 train_time:5652591ms step_avg:542.42ms |
[2026-03-20 11:53:24] [Rank 0] step:10441/15000 train_loss_per_token:0.8976 train_time:5664853ms step_avg:542.56ms |
[2026-03-20 11:53:24] [Rank 0] step:10441/15000 train_loss_per_token:0.8976 train_time:5664853ms step_avg:542.56ms |
[2026-03-20 11:53:36] [Rank 0] step:10461/15000 train_loss_per_token:0.8811 train_time:5676481ms step_avg:542.63ms |
[2026-03-20 11:53:36] [Rank 0] step:10461/15000 train_loss_per_token:0.8811 train_time:5676481ms step_avg:542.63ms |
[2026-03-20 11:53:48] [Rank 0] step:10481/15000 train_loss_per_token:0.8583 train_time:5688060ms step_avg:542.70ms |
[2026-03-20 11:53:48] [Rank 0] step:10481/15000 train_loss_per_token:0.8583 train_time:5688060ms step_avg:542.70ms |
[2026-03-20 11:53:59] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 11:53:59] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 11:54:00] [Rank 0] PRINT: step:10500/15000 train_loss_per_token:0.8799 val_loss:3.5003 train_time:5699126ms step_avg:542.77ms |
[2026-03-20 11:54:00] [Rank 0] PRINT: step:10500/15000 train_loss_per_token:0.8799 val_loss:3.5003 train_time:5699126ms step_avg:542.77ms |
[2026-03-20 11:54:00] [Rank 0] step:10501/15000 train_loss_per_token:0.8755 train_time:5699704ms step_avg:542.78ms |
[2026-03-20 11:54:00] [Rank 0] step:10501/15000 train_loss_per_token:0.8755 train_time:5699704ms step_avg:542.78ms |
[2026-03-20 11:54:12] [Rank 0] step:10521/15000 train_loss_per_token:0.8702 train_time:5711299ms step_avg:542.85ms |
[2026-03-20 11:54:12] [Rank 0] step:10521/15000 train_loss_per_token:0.8702 train_time:5711299ms step_avg:542.85ms |
[2026-03-20 11:54:23] [Rank 0] step:10541/15000 train_loss_per_token:0.8686 train_time:5722926ms step_avg:542.92ms |
[2026-03-20 11:54:23] [Rank 0] step:10541/15000 train_loss_per_token:0.8686 train_time:5722926ms step_avg:542.92ms |
[2026-03-20 11:54:35] [Rank 0] step:10561/15000 train_loss_per_token:0.8852 train_time:5734541ms step_avg:542.99ms |
[2026-03-20 11:54:35] [Rank 0] step:10561/15000 train_loss_per_token:0.8852 train_time:5734541ms step_avg:542.99ms |
[2026-03-20 11:54:47] [Rank 0] step:10581/15000 train_loss_per_token:0.8584 train_time:5746161ms step_avg:543.06ms |
[2026-03-20 11:54:47] [Rank 0] step:10581/15000 train_loss_per_token:0.8584 train_time:5746161ms step_avg:543.06ms |
[2026-03-20 11:54:58] [Rank 0] step:10601/15000 train_loss_per_token:0.8576 train_time:5757772ms step_avg:543.13ms |
[2026-03-20 11:54:58] [Rank 0] step:10601/15000 train_loss_per_token:0.8576 train_time:5757772ms step_avg:543.13ms |
[2026-03-20 11:55:10] [Rank 0] step:10621/15000 train_loss_per_token:0.8427 train_time:5769357ms step_avg:543.20ms |
[2026-03-20 11:55:10] [Rank 0] step:10621/15000 train_loss_per_token:0.8427 train_time:5769357ms step_avg:543.20ms |
[2026-03-20 11:55:22] [Rank 0] step:10641/15000 train_loss_per_token:0.8679 train_time:5780958ms step_avg:543.27ms |
[2026-03-20 11:55:22] [Rank 0] step:10641/15000 train_loss_per_token:0.8679 train_time:5780958ms step_avg:543.27ms |
[2026-03-20 11:55:33] [Rank 0] step:10661/15000 train_loss_per_token:0.8769 train_time:5792553ms step_avg:543.34ms |
[2026-03-20 11:55:33] [Rank 0] step:10661/15000 train_loss_per_token:0.8769 train_time:5792553ms step_avg:543.34ms |
[2026-03-20 11:55:45] [Rank 0] step:10681/15000 train_loss_per_token:0.8667 train_time:5804404ms step_avg:543.43ms |
[2026-03-20 11:55:45] [Rank 0] step:10681/15000 train_loss_per_token:0.8667 train_time:5804404ms step_avg:543.43ms |
[2026-03-20 11:55:57] [Rank 0] step:10701/15000 train_loss_per_token:0.8608 train_time:5816037ms step_avg:543.50ms |
[2026-03-20 11:55:57] [Rank 0] step:10701/15000 train_loss_per_token:0.8608 train_time:5816037ms step_avg:543.50ms |
[2026-03-20 11:56:08] [Rank 0] step:10721/15000 train_loss_per_token:0.8776 train_time:5827618ms step_avg:543.57ms |
[2026-03-20 11:56:08] [Rank 0] step:10721/15000 train_loss_per_token:0.8776 train_time:5827618ms step_avg:543.57ms |
[2026-03-20 11:56:20] [Rank 0] step:10741/15000 train_loss_per_token:0.8718 train_time:5839230ms step_avg:543.64ms |
[2026-03-20 11:56:20] [Rank 0] step:10741/15000 train_loss_per_token:0.8718 train_time:5839230ms step_avg:543.64ms |
[2026-03-20 11:56:31] [Rank 0] step:10761/15000 train_loss_per_token:0.8857 train_time:5850873ms step_avg:543.71ms |
[2026-03-20 11:56:31] [Rank 0] step:10761/15000 train_loss_per_token:0.8857 train_time:5850873ms step_avg:543.71ms |
[2026-03-20 11:56:43] [Rank 0] step:10781/15000 train_loss_per_token:0.8760 train_time:5862480ms step_avg:543.78ms |
[2026-03-20 11:56:43] [Rank 0] step:10781/15000 train_loss_per_token:0.8760 train_time:5862480ms step_avg:543.78ms |
[2026-03-20 11:56:55] [Rank 0] step:10801/15000 train_loss_per_token:0.8593 train_time:5874107ms step_avg:543.85ms |
[2026-03-20 11:56:55] [Rank 0] step:10801/15000 train_loss_per_token:0.8593 train_time:5874107ms step_avg:543.85ms |
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