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[2026-03-20 03:39:22] [Rank 0] step:9201/15000 train_loss_per_token:0.8696 train_time:4931387ms step_avg:535.96ms |
[2026-03-20 03:39:22] [Rank 0] step:9201/15000 train_loss_per_token:0.8696 train_time:4931387ms step_avg:535.96ms |
[2026-03-20 03:39:33] [Rank 0] step:9221/15000 train_loss_per_token:0.8828 train_time:4942785ms step_avg:536.04ms |
[2026-03-20 03:39:33] [Rank 0] step:9221/15000 train_loss_per_token:0.8828 train_time:4942785ms step_avg:536.04ms |
[2026-03-20 03:39:45] [Rank 0] step:9241/15000 train_loss_per_token:0.8860 train_time:4954146ms step_avg:536.10ms |
[2026-03-20 03:39:45] [Rank 0] step:9241/15000 train_loss_per_token:0.8860 train_time:4954146ms step_avg:536.10ms |
[2026-03-20 03:39:56] [Rank 0] step:9261/15000 train_loss_per_token:0.8828 train_time:4965528ms step_avg:536.18ms |
[2026-03-20 03:39:56] [Rank 0] step:9261/15000 train_loss_per_token:0.8828 train_time:4965528ms step_avg:536.18ms |
[2026-03-20 03:40:07] [Rank 0] step:9281/15000 train_loss_per_token:0.8810 train_time:4976901ms step_avg:536.25ms |
[2026-03-20 03:40:07] [Rank 0] step:9281/15000 train_loss_per_token:0.8810 train_time:4976901ms step_avg:536.25ms |
[2026-03-20 03:40:19] [Rank 0] step:9301/15000 train_loss_per_token:0.8922 train_time:4988295ms step_avg:536.32ms |
[2026-03-20 03:40:19] [Rank 0] step:9301/15000 train_loss_per_token:0.8922 train_time:4988295ms step_avg:536.32ms |
[2026-03-20 03:40:30] [Rank 0] step:9321/15000 train_loss_per_token:0.9100 train_time:4999667ms step_avg:536.39ms |
[2026-03-20 03:40:30] [Rank 0] step:9321/15000 train_loss_per_token:0.9100 train_time:4999667ms step_avg:536.39ms |
[2026-03-20 03:40:42] [Rank 0] step:9341/15000 train_loss_per_token:0.8771 train_time:5011060ms step_avg:536.46ms |
[2026-03-20 03:40:42] [Rank 0] step:9341/15000 train_loss_per_token:0.8771 train_time:5011060ms step_avg:536.46ms |
[2026-03-20 03:40:53] [Rank 0] step:9361/15000 train_loss_per_token:0.8716 train_time:5022421ms step_avg:536.53ms |
[2026-03-20 03:40:53] [Rank 0] step:9361/15000 train_loss_per_token:0.8716 train_time:5022421ms step_avg:536.53ms |
[2026-03-20 03:41:04] [Rank 0] step:9381/15000 train_loss_per_token:0.8838 train_time:5033767ms step_avg:536.59ms |
[2026-03-20 03:41:04] [Rank 0] step:9381/15000 train_loss_per_token:0.8838 train_time:5033767ms step_avg:536.59ms |
[2026-03-20 03:41:16] [Rank 0] step:9401/15000 train_loss_per_token:0.8833 train_time:5045166ms step_avg:536.66ms |
[2026-03-20 03:41:16] [Rank 0] step:9401/15000 train_loss_per_token:0.8833 train_time:5045166ms step_avg:536.66ms |
[2026-03-20 03:41:28] [Rank 0] step:9421/15000 train_loss_per_token:0.8938 train_time:5057201ms step_avg:536.80ms |
[2026-03-20 03:41:28] [Rank 0] step:9421/15000 train_loss_per_token:0.8938 train_time:5057201ms step_avg:536.80ms |
[2026-03-20 03:41:39] [Rank 0] step:9441/15000 train_loss_per_token:0.8848 train_time:5068576ms step_avg:536.87ms |
[2026-03-20 03:41:39] [Rank 0] step:9441/15000 train_loss_per_token:0.8848 train_time:5068576ms step_avg:536.87ms |
[2026-03-20 03:41:51] [Rank 0] step:9461/15000 train_loss_per_token:0.8737 train_time:5079989ms step_avg:536.94ms |
[2026-03-20 03:41:51] [Rank 0] step:9461/15000 train_loss_per_token:0.8737 train_time:5079989ms step_avg:536.94ms |
[2026-03-20 03:42:02] [Rank 0] step:9481/15000 train_loss_per_token:0.8766 train_time:5091371ms step_avg:537.01ms |
[2026-03-20 03:42:02] [Rank 0] step:9481/15000 train_loss_per_token:0.8766 train_time:5091371ms step_avg:537.01ms |
[2026-03-20 03:42:13] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 03:42:13] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 03:42:14] [Rank 0] PRINT: step:9500/15000 train_loss_per_token:0.8795 val_loss:3.5259 train_time:5102216ms step_avg:537.08ms |
[2026-03-20 03:42:14] [Rank 0] PRINT: step:9500/15000 train_loss_per_token:0.8795 val_loss:3.5259 train_time:5102216ms step_avg:537.08ms |
[2026-03-20 03:42:14] [Rank 0] step:9501/15000 train_loss_per_token:0.8546 train_time:5102779ms step_avg:537.08ms |
[2026-03-20 03:42:14] [Rank 0] step:9501/15000 train_loss_per_token:0.8546 train_time:5102779ms step_avg:537.08ms |
[2026-03-20 03:42:26] [Rank 0] step:9521/15000 train_loss_per_token:0.8649 train_time:5114154ms step_avg:537.14ms |
[2026-03-20 03:42:26] [Rank 0] step:9521/15000 train_loss_per_token:0.8649 train_time:5114154ms step_avg:537.14ms |
[2026-03-20 03:42:37] [Rank 0] step:9541/15000 train_loss_per_token:0.8714 train_time:5125511ms step_avg:537.21ms |
[2026-03-20 03:42:37] [Rank 0] step:9541/15000 train_loss_per_token:0.8714 train_time:5125511ms step_avg:537.21ms |
[2026-03-20 03:42:49] [Rank 0] step:9561/15000 train_loss_per_token:0.8705 train_time:5136906ms step_avg:537.28ms |
[2026-03-20 03:42:49] [Rank 0] step:9561/15000 train_loss_per_token:0.8705 train_time:5136906ms step_avg:537.28ms |
[2026-03-20 03:43:00] [Rank 0] step:9581/15000 train_loss_per_token:0.8787 train_time:5148282ms step_avg:537.34ms |
[2026-03-20 03:43:00] [Rank 0] step:9581/15000 train_loss_per_token:0.8787 train_time:5148282ms step_avg:537.34ms |
[2026-03-20 03:43:11] [Rank 0] step:9601/15000 train_loss_per_token:0.8737 train_time:5159653ms step_avg:537.41ms |
[2026-03-20 03:43:11] [Rank 0] step:9601/15000 train_loss_per_token:0.8737 train_time:5159653ms step_avg:537.41ms |
[2026-03-20 03:43:23] [Rank 0] step:9621/15000 train_loss_per_token:0.8917 train_time:5171034ms step_avg:537.47ms |
[2026-03-20 03:43:23] [Rank 0] step:9621/15000 train_loss_per_token:0.8917 train_time:5171034ms step_avg:537.47ms |
[2026-03-20 03:43:34] [Rank 0] step:9641/15000 train_loss_per_token:0.8828 train_time:5182421ms step_avg:537.54ms |
[2026-03-20 03:43:34] [Rank 0] step:9641/15000 train_loss_per_token:0.8828 train_time:5182421ms step_avg:537.54ms |
[2026-03-20 03:43:45] [Rank 0] step:9661/15000 train_loss_per_token:0.8753 train_time:5193808ms step_avg:537.61ms |
[2026-03-20 03:43:45] [Rank 0] step:9661/15000 train_loss_per_token:0.8753 train_time:5193808ms step_avg:537.61ms |
[2026-03-20 03:43:57] [Rank 0] step:9681/15000 train_loss_per_token:0.8955 train_time:5205436ms step_avg:537.70ms |
[2026-03-20 03:43:57] [Rank 0] step:9681/15000 train_loss_per_token:0.8955 train_time:5205436ms step_avg:537.70ms |
[2026-03-20 03:44:08] [Rank 0] step:9701/15000 train_loss_per_token:0.8822 train_time:5216794ms step_avg:537.76ms |
[2026-03-20 03:44:08] [Rank 0] step:9701/15000 train_loss_per_token:0.8822 train_time:5216794ms step_avg:537.76ms |
[2026-03-20 03:44:20] [Rank 0] step:9721/15000 train_loss_per_token:0.8966 train_time:5228183ms step_avg:537.82ms |
[2026-03-20 03:44:20] [Rank 0] step:9721/15000 train_loss_per_token:0.8966 train_time:5228183ms step_avg:537.82ms |
[2026-03-20 03:44:31] [Rank 0] step:9741/15000 train_loss_per_token:0.8943 train_time:5239558ms step_avg:537.89ms |
[2026-03-20 03:44:31] [Rank 0] step:9741/15000 train_loss_per_token:0.8943 train_time:5239558ms step_avg:537.89ms |
[2026-03-20 03:44:43] [Rank 0] step:9761/15000 train_loss_per_token:0.9322 train_time:5250919ms step_avg:537.95ms |
[2026-03-20 03:44:43] [Rank 0] step:9761/15000 train_loss_per_token:0.9322 train_time:5250919ms step_avg:537.95ms |
[2026-03-20 03:44:54] [Rank 0] step:9781/15000 train_loss_per_token:0.8993 train_time:5262300ms step_avg:538.01ms |
[2026-03-20 03:44:54] [Rank 0] step:9781/15000 train_loss_per_token:0.8993 train_time:5262300ms step_avg:538.01ms |
[2026-03-20 03:45:05] [Rank 0] step:9801/15000 train_loss_per_token:0.8847 train_time:5273694ms step_avg:538.08ms |
[2026-03-20 03:45:05] [Rank 0] step:9801/15000 train_loss_per_token:0.8847 train_time:5273694ms step_avg:538.08ms |
[2026-03-20 03:45:17] [Rank 0] step:9821/15000 train_loss_per_token:0.8903 train_time:5285050ms step_avg:538.14ms |
[2026-03-20 03:45:17] [Rank 0] step:9821/15000 train_loss_per_token:0.8903 train_time:5285050ms step_avg:538.14ms |
[2026-03-20 03:45:28] [Rank 0] step:9841/15000 train_loss_per_token:0.8636 train_time:5296416ms step_avg:538.20ms |
[2026-03-20 03:45:28] [Rank 0] step:9841/15000 train_loss_per_token:0.8636 train_time:5296416ms step_avg:538.20ms |
[2026-03-20 03:45:39] [Rank 0] step:9861/15000 train_loss_per_token:0.8802 train_time:5307786ms step_avg:538.26ms |
[2026-03-20 03:45:39] [Rank 0] step:9861/15000 train_loss_per_token:0.8802 train_time:5307786ms step_avg:538.26ms |
[2026-03-20 03:45:51] [Rank 0] step:9881/15000 train_loss_per_token:0.8774 train_time:5319174ms step_avg:538.32ms |
[2026-03-20 03:45:51] [Rank 0] step:9881/15000 train_loss_per_token:0.8774 train_time:5319174ms step_avg:538.32ms |
[2026-03-20 03:46:02] [Rank 0] step:9901/15000 train_loss_per_token:0.8938 train_time:5330542ms step_avg:538.38ms |
[2026-03-20 03:46:02] [Rank 0] step:9901/15000 train_loss_per_token:0.8938 train_time:5330542ms step_avg:538.38ms |
[2026-03-20 03:46:14] [Rank 0] step:9921/15000 train_loss_per_token:0.8911 train_time:5341955ms step_avg:538.45ms |
[2026-03-20 03:46:14] [Rank 0] step:9921/15000 train_loss_per_token:0.8911 train_time:5341955ms step_avg:538.45ms |
[2026-03-20 03:46:25] [Rank 0] step:9941/15000 train_loss_per_token:0.8703 train_time:5353353ms step_avg:538.51ms |
[2026-03-20 03:46:25] [Rank 0] step:9941/15000 train_loss_per_token:0.8703 train_time:5353353ms step_avg:538.51ms |
[2026-03-20 03:46:36] [Rank 0] step:9961/15000 train_loss_per_token:0.9083 train_time:5364738ms step_avg:538.57ms |
[2026-03-20 03:46:36] [Rank 0] step:9961/15000 train_loss_per_token:0.9083 train_time:5364738ms step_avg:538.57ms |
[2026-03-20 03:46:48] [Rank 0] step:9981/15000 train_loss_per_token:0.8884 train_time:5376114ms step_avg:538.63ms |
[2026-03-20 03:46:48] [Rank 0] step:9981/15000 train_loss_per_token:0.8884 train_time:5376114ms step_avg:538.63ms |
[2026-03-20 03:46:59] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 03:46:59] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 03:47:00] [Rank 0] PRINT: step:10000/15000 train_loss_per_token:0.8887 val_loss:3.5120 train_time:5386944ms step_avg:538.69ms |
[2026-03-20 03:47:00] [Rank 0] PRINT: step:10000/15000 train_loss_per_token:0.8887 val_loss:3.5120 train_time:5386944ms step_avg:538.69ms |
[2026-03-20 03:47:05] [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_42/checkpoints/ckpt_latest.pt |
[2026-03-20 03:47:05] [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_42/checkpoints/ckpt_latest.pt |
[2026-03-20 03:47:05] [Rank 0] step:10001/15000 train_loss_per_token:0.8700 train_time:5392004ms step_avg:539.15ms |
[2026-03-20 03:47:05] [Rank 0] step:10001/15000 train_loss_per_token:0.8700 train_time:5392004ms step_avg:539.15ms |
[2026-03-20 03:47:16] [Rank 0] step:10021/15000 train_loss_per_token:0.8698 train_time:5403562ms step_avg:539.22ms |
[2026-03-20 03:47:16] [Rank 0] step:10021/15000 train_loss_per_token:0.8698 train_time:5403562ms step_avg:539.22ms |
[2026-03-20 03:47:28] [Rank 0] step:10041/15000 train_loss_per_token:0.8844 train_time:5415087ms step_avg:539.30ms |
[2026-03-20 03:47:28] [Rank 0] step:10041/15000 train_loss_per_token:0.8844 train_time:5415087ms step_avg:539.30ms |
[2026-03-20 03:47:39] [Rank 0] step:10061/15000 train_loss_per_token:0.8832 train_time:5426668ms step_avg:539.38ms |
[2026-03-20 03:47:39] [Rank 0] step:10061/15000 train_loss_per_token:0.8832 train_time:5426668ms step_avg:539.38ms |
[2026-03-20 03:47:51] [Rank 0] step:10081/15000 train_loss_per_token:0.8662 train_time:5438262ms step_avg:539.46ms |
[2026-03-20 03:47:51] [Rank 0] step:10081/15000 train_loss_per_token:0.8662 train_time:5438262ms step_avg:539.46ms |
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