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[2026-03-20 04:08:27] [Rank 0] step:9141/15000 train_loss_per_token:0.8652 train_time:4907257ms step_avg:536.84ms
[2026-03-20 04:08:27] [Rank 0] step:9141/15000 train_loss_per_token:0.8652 train_time:4907257ms step_avg:536.84ms
[2026-03-20 04:08:39] [Rank 0] step:9161/15000 train_loss_per_token:0.8640 train_time:4919010ms step_avg:536.95ms
[2026-03-20 04:08:39] [Rank 0] step:9161/15000 train_loss_per_token:0.8640 train_time:4919010ms step_avg:536.95ms
[2026-03-20 04:08:50] [Rank 0] step:9181/15000 train_loss_per_token:0.8683 train_time:4930430ms step_avg:537.03ms
[2026-03-20 04:08:50] [Rank 0] step:9181/15000 train_loss_per_token:0.8683 train_time:4930430ms step_avg:537.03ms
[2026-03-20 04:09:02] [Rank 0] step:9201/15000 train_loss_per_token:0.8652 train_time:4941857ms step_avg:537.10ms
[2026-03-20 04:09:02] [Rank 0] step:9201/15000 train_loss_per_token:0.8652 train_time:4941857ms step_avg:537.10ms
[2026-03-20 04:09:13] [Rank 0] step:9221/15000 train_loss_per_token:0.8633 train_time:4953273ms step_avg:537.17ms
[2026-03-20 04:09:13] [Rank 0] step:9221/15000 train_loss_per_token:0.8633 train_time:4953273ms step_avg:537.17ms
[2026-03-20 04:09:25] [Rank 0] step:9241/15000 train_loss_per_token:0.8626 train_time:4964667ms step_avg:537.24ms
[2026-03-20 04:09:25] [Rank 0] step:9241/15000 train_loss_per_token:0.8626 train_time:4964667ms step_avg:537.24ms
[2026-03-20 04:09:36] [Rank 0] step:9261/15000 train_loss_per_token:0.8934 train_time:4976080ms step_avg:537.32ms
[2026-03-20 04:09:36] [Rank 0] step:9261/15000 train_loss_per_token:0.8934 train_time:4976080ms step_avg:537.32ms
[2026-03-20 04:09:47] [Rank 0] step:9281/15000 train_loss_per_token:0.8756 train_time:4987523ms step_avg:537.39ms
[2026-03-20 04:09:47] [Rank 0] step:9281/15000 train_loss_per_token:0.8756 train_time:4987523ms step_avg:537.39ms
[2026-03-20 04:09:59] [Rank 0] step:9301/15000 train_loss_per_token:0.8579 train_time:4998933ms step_avg:537.46ms
[2026-03-20 04:09:59] [Rank 0] step:9301/15000 train_loss_per_token:0.8579 train_time:4998933ms step_avg:537.46ms
[2026-03-20 04:10:10] [Rank 0] step:9321/15000 train_loss_per_token:0.8772 train_time:5010356ms step_avg:537.53ms
[2026-03-20 04:10:10] [Rank 0] step:9321/15000 train_loss_per_token:0.8772 train_time:5010356ms step_avg:537.53ms
[2026-03-20 04:10:22] [Rank 0] step:9341/15000 train_loss_per_token:0.8618 train_time:5021779ms step_avg:537.61ms
[2026-03-20 04:10:22] [Rank 0] step:9341/15000 train_loss_per_token:0.8618 train_time:5021779ms step_avg:537.61ms
[2026-03-20 04:10:33] [Rank 0] step:9361/15000 train_loss_per_token:0.8517 train_time:5033179ms step_avg:537.68ms
[2026-03-20 04:10:33] [Rank 0] step:9361/15000 train_loss_per_token:0.8517 train_time:5033179ms step_avg:537.68ms
[2026-03-20 04:10:44] [Rank 0] step:9381/15000 train_loss_per_token:0.8659 train_time:5044573ms step_avg:537.74ms
[2026-03-20 04:10:44] [Rank 0] step:9381/15000 train_loss_per_token:0.8659 train_time:5044573ms step_avg:537.74ms
[2026-03-20 04:10:56] [Rank 0] step:9401/15000 train_loss_per_token:0.8760 train_time:5056005ms step_avg:537.82ms
[2026-03-20 04:10:56] [Rank 0] step:9401/15000 train_loss_per_token:0.8760 train_time:5056005ms step_avg:537.82ms
[2026-03-20 04:11:08] [Rank 0] step:9421/15000 train_loss_per_token:0.8860 train_time:5068088ms step_avg:537.96ms
[2026-03-20 04:11:08] [Rank 0] step:9421/15000 train_loss_per_token:0.8860 train_time:5068088ms step_avg:537.96ms
[2026-03-20 04:11:19] [Rank 0] step:9441/15000 train_loss_per_token:0.8833 train_time:5079488ms step_avg:538.02ms
[2026-03-20 04:11:19] [Rank 0] step:9441/15000 train_loss_per_token:0.8833 train_time:5079488ms step_avg:538.02ms
[2026-03-20 04:11:31] [Rank 0] step:9461/15000 train_loss_per_token:0.8742 train_time:5090884ms step_avg:538.09ms
[2026-03-20 04:11:31] [Rank 0] step:9461/15000 train_loss_per_token:0.8742 train_time:5090884ms step_avg:538.09ms
[2026-03-20 04:11:42] [Rank 0] step:9481/15000 train_loss_per_token:0.8739 train_time:5102316ms step_avg:538.16ms
[2026-03-20 04:11:42] [Rank 0] step:9481/15000 train_loss_per_token:0.8739 train_time:5102316ms step_avg:538.16ms
[2026-03-20 04:11:53] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed.
[2026-03-20 04:11:53] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed.
[2026-03-20 04:11:54] [Rank 0] PRINT: step:9500/15000 train_loss_per_token:0.8843 val_loss:3.4493 train_time:5113166ms step_avg:538.23ms
[2026-03-20 04:11:54] [Rank 0] PRINT: step:9500/15000 train_loss_per_token:0.8843 val_loss:3.4493 train_time:5113166ms step_avg:538.23ms
[2026-03-20 04:11:55] [Rank 0] step:9501/15000 train_loss_per_token:0.8493 train_time:5113732ms step_avg:538.23ms
[2026-03-20 04:11:55] [Rank 0] step:9501/15000 train_loss_per_token:0.8493 train_time:5113732ms step_avg:538.23ms
[2026-03-20 04:12:06] [Rank 0] step:9521/15000 train_loss_per_token:0.8757 train_time:5125117ms step_avg:538.30ms
[2026-03-20 04:12:06] [Rank 0] step:9521/15000 train_loss_per_token:0.8757 train_time:5125117ms step_avg:538.30ms
[2026-03-20 04:12:17] [Rank 0] step:9541/15000 train_loss_per_token:0.9005 train_time:5136514ms step_avg:538.36ms
[2026-03-20 04:12:17] [Rank 0] step:9541/15000 train_loss_per_token:0.9005 train_time:5136514ms step_avg:538.36ms
[2026-03-20 04:12:29] [Rank 0] step:9561/15000 train_loss_per_token:0.8828 train_time:5147931ms step_avg:538.43ms
[2026-03-20 04:12:29] [Rank 0] step:9561/15000 train_loss_per_token:0.8828 train_time:5147931ms step_avg:538.43ms
[2026-03-20 04:12:40] [Rank 0] step:9581/15000 train_loss_per_token:0.8690 train_time:5159339ms step_avg:538.50ms
[2026-03-20 04:12:40] [Rank 0] step:9581/15000 train_loss_per_token:0.8690 train_time:5159339ms step_avg:538.50ms
[2026-03-20 04:12:52] [Rank 0] step:9601/15000 train_loss_per_token:0.8823 train_time:5170770ms step_avg:538.57ms
[2026-03-20 04:12:52] [Rank 0] step:9601/15000 train_loss_per_token:0.8823 train_time:5170770ms step_avg:538.57ms
[2026-03-20 04:13:03] [Rank 0] step:9621/15000 train_loss_per_token:0.8711 train_time:5182196ms step_avg:538.63ms
[2026-03-20 04:13:03] [Rank 0] step:9621/15000 train_loss_per_token:0.8711 train_time:5182196ms step_avg:538.63ms
[2026-03-20 04:13:15] [Rank 0] step:9641/15000 train_loss_per_token:0.8658 train_time:5193624ms step_avg:538.70ms
[2026-03-20 04:13:15] [Rank 0] step:9641/15000 train_loss_per_token:0.8658 train_time:5193624ms step_avg:538.70ms
[2026-03-20 04:13:26] [Rank 0] step:9661/15000 train_loss_per_token:0.8548 train_time:5205044ms step_avg:538.77ms
[2026-03-20 04:13:26] [Rank 0] step:9661/15000 train_loss_per_token:0.8548 train_time:5205044ms step_avg:538.77ms
[2026-03-20 04:13:37] [Rank 0] step:9681/15000 train_loss_per_token:0.8357 train_time:5216488ms step_avg:538.84ms
[2026-03-20 04:13:37] [Rank 0] step:9681/15000 train_loss_per_token:0.8357 train_time:5216488ms step_avg:538.84ms
[2026-03-20 04:13:49] [Rank 0] step:9701/15000 train_loss_per_token:0.8339 train_time:5227935ms step_avg:538.91ms
[2026-03-20 04:13:49] [Rank 0] step:9701/15000 train_loss_per_token:0.8339 train_time:5227935ms step_avg:538.91ms
[2026-03-20 04:14:00] [Rank 0] step:9721/15000 train_loss_per_token:0.8576 train_time:5239341ms step_avg:538.97ms
[2026-03-20 04:14:00] [Rank 0] step:9721/15000 train_loss_per_token:0.8576 train_time:5239341ms step_avg:538.97ms
[2026-03-20 04:14:12] [Rank 0] step:9741/15000 train_loss_per_token:0.8508 train_time:5250776ms step_avg:539.04ms
[2026-03-20 04:14:12] [Rank 0] step:9741/15000 train_loss_per_token:0.8508 train_time:5250776ms step_avg:539.04ms
[2026-03-20 04:14:23] [Rank 0] step:9761/15000 train_loss_per_token:0.8969 train_time:5262203ms step_avg:539.10ms
[2026-03-20 04:14:23] [Rank 0] step:9761/15000 train_loss_per_token:0.8969 train_time:5262203ms step_avg:539.10ms
[2026-03-20 04:14:35] [Rank 0] step:9781/15000 train_loss_per_token:0.8989 train_time:5273627ms step_avg:539.17ms
[2026-03-20 04:14:35] [Rank 0] step:9781/15000 train_loss_per_token:0.8989 train_time:5273627ms step_avg:539.17ms
[2026-03-20 04:14:46] [Rank 0] step:9801/15000 train_loss_per_token:0.8418 train_time:5285054ms step_avg:539.24ms
[2026-03-20 04:14:46] [Rank 0] step:9801/15000 train_loss_per_token:0.8418 train_time:5285054ms step_avg:539.24ms
[2026-03-20 04:14:57] [Rank 0] step:9821/15000 train_loss_per_token:0.8560 train_time:5296477ms step_avg:539.30ms
[2026-03-20 04:14:57] [Rank 0] step:9821/15000 train_loss_per_token:0.8560 train_time:5296477ms step_avg:539.30ms
[2026-03-20 04:15:09] [Rank 0] step:9841/15000 train_loss_per_token:0.8472 train_time:5307884ms step_avg:539.36ms
[2026-03-20 04:15:09] [Rank 0] step:9841/15000 train_loss_per_token:0.8472 train_time:5307884ms step_avg:539.36ms
[2026-03-20 04:15:20] [Rank 0] step:9861/15000 train_loss_per_token:0.8498 train_time:5319282ms step_avg:539.43ms
[2026-03-20 04:15:20] [Rank 0] step:9861/15000 train_loss_per_token:0.8498 train_time:5319282ms step_avg:539.43ms
[2026-03-20 04:15:32] [Rank 0] step:9881/15000 train_loss_per_token:0.8470 train_time:5330696ms step_avg:539.49ms
[2026-03-20 04:15:32] [Rank 0] step:9881/15000 train_loss_per_token:0.8470 train_time:5330696ms step_avg:539.49ms
[2026-03-20 04:15:43] [Rank 0] step:9901/15000 train_loss_per_token:0.8698 train_time:5342111ms step_avg:539.55ms
[2026-03-20 04:15:43] [Rank 0] step:9901/15000 train_loss_per_token:0.8698 train_time:5342111ms step_avg:539.55ms
[2026-03-20 04:15:55] [Rank 0] step:9921/15000 train_loss_per_token:0.8900 train_time:5353750ms step_avg:539.64ms
[2026-03-20 04:15:55] [Rank 0] step:9921/15000 train_loss_per_token:0.8900 train_time:5353750ms step_avg:539.64ms
[2026-03-20 04:16:06] [Rank 0] step:9941/15000 train_loss_per_token:0.8581 train_time:5365202ms step_avg:539.70ms
[2026-03-20 04:16:06] [Rank 0] step:9941/15000 train_loss_per_token:0.8581 train_time:5365202ms step_avg:539.70ms
[2026-03-20 04:16:18] [Rank 0] step:9961/15000 train_loss_per_token:0.8408 train_time:5376624ms step_avg:539.77ms
[2026-03-20 04:16:18] [Rank 0] step:9961/15000 train_loss_per_token:0.8408 train_time:5376624ms step_avg:539.77ms
[2026-03-20 04:16:29] [Rank 0] step:9981/15000 train_loss_per_token:0.8678 train_time:5388060ms step_avg:539.83ms
[2026-03-20 04:16:29] [Rank 0] step:9981/15000 train_loss_per_token:0.8678 train_time:5388060ms step_avg:539.83ms
[2026-03-20 04:16:40] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed.
[2026-03-20 04:16:40] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed.
[2026-03-20 04:16:41] [Rank 0] PRINT: step:10000/15000 train_loss_per_token:0.8838 val_loss:3.4474 train_time:5398912ms step_avg:539.89ms
[2026-03-20 04:16:41] [Rank 0] PRINT: step:10000/15000 train_loss_per_token:0.8838 val_loss:3.4474 train_time:5398912ms step_avg:539.89ms
[2026-03-20 04:16:45] [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_0.02_muon_lr_0.01_seed_43/checkpoints/ckpt_latest.pt
[2026-03-20 04:16:45] [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_0.02_muon_lr_0.01_seed_43/checkpoints/ckpt_latest.pt
[2026-03-20 04:16:45] [Rank 0] step:10001/15000 train_loss_per_token:0.8829 train_time:5403189ms step_avg:540.26ms
[2026-03-20 04:16:45] [Rank 0] step:10001/15000 train_loss_per_token:0.8829 train_time:5403189ms step_avg:540.26ms
[2026-03-20 04:16:57] [Rank 0] step:10021/15000 train_loss_per_token:0.8660 train_time:5414824ms step_avg:540.35ms
[2026-03-20 04:16:57] [Rank 0] step:10021/15000 train_loss_per_token:0.8660 train_time:5414824ms step_avg:540.35ms