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[2026-03-20 14:05:13] [Rank 0] step:9281/15000 train_loss_per_token:0.9178 train_time:4989076ms step_avg:537.56ms |
[2026-03-20 14:05:13] [Rank 0] step:9281/15000 train_loss_per_token:0.9178 train_time:4989076ms step_avg:537.56ms |
[2026-03-20 14:05:24] [Rank 0] step:9301/15000 train_loss_per_token:0.8990 train_time:5000484ms step_avg:537.63ms |
[2026-03-20 14:05:24] [Rank 0] step:9301/15000 train_loss_per_token:0.8990 train_time:5000484ms step_avg:537.63ms |
[2026-03-20 14:05:35] [Rank 0] step:9321/15000 train_loss_per_token:0.9144 train_time:5011897ms step_avg:537.70ms |
[2026-03-20 14:05:35] [Rank 0] step:9321/15000 train_loss_per_token:0.9144 train_time:5011897ms step_avg:537.70ms |
[2026-03-20 14:05:47] [Rank 0] step:9341/15000 train_loss_per_token:0.8980 train_time:5023315ms step_avg:537.77ms |
[2026-03-20 14:05:47] [Rank 0] step:9341/15000 train_loss_per_token:0.8980 train_time:5023315ms step_avg:537.77ms |
[2026-03-20 14:05:58] [Rank 0] step:9361/15000 train_loss_per_token:0.8866 train_time:5034707ms step_avg:537.84ms |
[2026-03-20 14:05:58] [Rank 0] step:9361/15000 train_loss_per_token:0.8866 train_time:5034707ms step_avg:537.84ms |
[2026-03-20 14:06:10] [Rank 0] step:9381/15000 train_loss_per_token:0.9041 train_time:5046092ms step_avg:537.91ms |
[2026-03-20 14:06:10] [Rank 0] step:9381/15000 train_loss_per_token:0.9041 train_time:5046092ms step_avg:537.91ms |
[2026-03-20 14:06:21] [Rank 0] step:9401/15000 train_loss_per_token:0.9129 train_time:5057525ms step_avg:537.98ms |
[2026-03-20 14:06:21] [Rank 0] step:9401/15000 train_loss_per_token:0.9129 train_time:5057525ms step_avg:537.98ms |
[2026-03-20 14:06:33] [Rank 0] step:9421/15000 train_loss_per_token:0.9236 train_time:5069606ms step_avg:538.12ms |
[2026-03-20 14:06:33] [Rank 0] step:9421/15000 train_loss_per_token:0.9236 train_time:5069606ms step_avg:538.12ms |
[2026-03-20 14:06:45] [Rank 0] step:9441/15000 train_loss_per_token:0.9241 train_time:5081012ms step_avg:538.19ms |
[2026-03-20 14:06:45] [Rank 0] step:9441/15000 train_loss_per_token:0.9241 train_time:5081012ms step_avg:538.19ms |
[2026-03-20 14:06:56] [Rank 0] step:9461/15000 train_loss_per_token:0.9118 train_time:5092405ms step_avg:538.25ms |
[2026-03-20 14:06:56] [Rank 0] step:9461/15000 train_loss_per_token:0.9118 train_time:5092405ms step_avg:538.25ms |
[2026-03-20 14:07:07] [Rank 0] step:9481/15000 train_loss_per_token:0.9134 train_time:5103829ms step_avg:538.32ms |
[2026-03-20 14:07:07] [Rank 0] step:9481/15000 train_loss_per_token:0.9134 train_time:5103829ms step_avg:538.32ms |
[2026-03-20 14:07:18] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 14:07:18] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 14:07:19] [Rank 0] PRINT: step:9500/15000 train_loss_per_token:0.9191 val_loss:3.6083 train_time:5114673ms step_avg:538.39ms |
[2026-03-20 14:07:19] [Rank 0] PRINT: step:9500/15000 train_loss_per_token:0.9191 val_loss:3.6083 train_time:5114673ms step_avg:538.39ms |
[2026-03-20 14:07:20] [Rank 0] step:9501/15000 train_loss_per_token:0.8901 train_time:5115243ms step_avg:538.39ms |
[2026-03-20 14:07:20] [Rank 0] step:9501/15000 train_loss_per_token:0.8901 train_time:5115243ms step_avg:538.39ms |
[2026-03-20 14:07:31] [Rank 0] step:9521/15000 train_loss_per_token:0.9180 train_time:5126647ms step_avg:538.46ms |
[2026-03-20 14:07:31] [Rank 0] step:9521/15000 train_loss_per_token:0.9180 train_time:5126647ms step_avg:538.46ms |
[2026-03-20 14:07:43] [Rank 0] step:9541/15000 train_loss_per_token:0.9368 train_time:5138041ms step_avg:538.52ms |
[2026-03-20 14:07:43] [Rank 0] step:9541/15000 train_loss_per_token:0.9368 train_time:5138041ms step_avg:538.52ms |
[2026-03-20 14:07:54] [Rank 0] step:9561/15000 train_loss_per_token:0.9217 train_time:5149456ms step_avg:538.59ms |
[2026-03-20 14:07:54] [Rank 0] step:9561/15000 train_loss_per_token:0.9217 train_time:5149456ms step_avg:538.59ms |
[2026-03-20 14:08:05] [Rank 0] step:9581/15000 train_loss_per_token:0.9029 train_time:5160866ms step_avg:538.66ms |
[2026-03-20 14:08:05] [Rank 0] step:9581/15000 train_loss_per_token:0.9029 train_time:5160866ms step_avg:538.66ms |
[2026-03-20 14:08:17] [Rank 0] step:9601/15000 train_loss_per_token:0.9195 train_time:5172298ms step_avg:538.72ms |
[2026-03-20 14:08:17] [Rank 0] step:9601/15000 train_loss_per_token:0.9195 train_time:5172298ms step_avg:538.72ms |
[2026-03-20 14:08:28] [Rank 0] step:9621/15000 train_loss_per_token:0.9062 train_time:5183715ms step_avg:538.79ms |
[2026-03-20 14:08:28] [Rank 0] step:9621/15000 train_loss_per_token:0.9062 train_time:5183715ms step_avg:538.79ms |
[2026-03-20 14:08:40] [Rank 0] step:9641/15000 train_loss_per_token:0.9039 train_time:5195135ms step_avg:538.86ms |
[2026-03-20 14:08:40] [Rank 0] step:9641/15000 train_loss_per_token:0.9039 train_time:5195135ms step_avg:538.86ms |
[2026-03-20 14:08:51] [Rank 0] step:9661/15000 train_loss_per_token:0.8942 train_time:5206548ms step_avg:538.92ms |
[2026-03-20 14:08:51] [Rank 0] step:9661/15000 train_loss_per_token:0.8942 train_time:5206548ms step_avg:538.92ms |
[2026-03-20 14:09:03] [Rank 0] step:9681/15000 train_loss_per_token:0.8736 train_time:5217980ms step_avg:538.99ms |
[2026-03-20 14:09:03] [Rank 0] step:9681/15000 train_loss_per_token:0.8736 train_time:5217980ms step_avg:538.99ms |
[2026-03-20 14:09:14] [Rank 0] step:9701/15000 train_loss_per_token:0.8741 train_time:5229418ms step_avg:539.06ms |
[2026-03-20 14:09:14] [Rank 0] step:9701/15000 train_loss_per_token:0.8741 train_time:5229418ms step_avg:539.06ms |
[2026-03-20 14:09:25] [Rank 0] step:9721/15000 train_loss_per_token:0.8985 train_time:5240818ms step_avg:539.12ms |
[2026-03-20 14:09:25] [Rank 0] step:9721/15000 train_loss_per_token:0.8985 train_time:5240818ms step_avg:539.12ms |
[2026-03-20 14:09:37] [Rank 0] step:9741/15000 train_loss_per_token:0.8857 train_time:5252256ms step_avg:539.19ms |
[2026-03-20 14:09:37] [Rank 0] step:9741/15000 train_loss_per_token:0.8857 train_time:5252256ms step_avg:539.19ms |
[2026-03-20 14:09:48] [Rank 0] step:9761/15000 train_loss_per_token:0.9363 train_time:5263691ms step_avg:539.26ms |
[2026-03-20 14:09:48] [Rank 0] step:9761/15000 train_loss_per_token:0.9363 train_time:5263691ms step_avg:539.26ms |
[2026-03-20 14:10:00] [Rank 0] step:9781/15000 train_loss_per_token:0.9330 train_time:5275115ms step_avg:539.32ms |
[2026-03-20 14:10:00] [Rank 0] step:9781/15000 train_loss_per_token:0.9330 train_time:5275115ms step_avg:539.32ms |
[2026-03-20 14:10:11] [Rank 0] step:9801/15000 train_loss_per_token:0.8782 train_time:5286535ms step_avg:539.39ms |
[2026-03-20 14:10:11] [Rank 0] step:9801/15000 train_loss_per_token:0.8782 train_time:5286535ms step_avg:539.39ms |
[2026-03-20 14:10:23] [Rank 0] step:9821/15000 train_loss_per_token:0.8922 train_time:5297951ms step_avg:539.45ms |
[2026-03-20 14:10:23] [Rank 0] step:9821/15000 train_loss_per_token:0.8922 train_time:5297951ms step_avg:539.45ms |
[2026-03-20 14:10:34] [Rank 0] step:9841/15000 train_loss_per_token:0.8900 train_time:5309355ms step_avg:539.51ms |
[2026-03-20 14:10:34] [Rank 0] step:9841/15000 train_loss_per_token:0.8900 train_time:5309355ms step_avg:539.51ms |
[2026-03-20 14:10:45] [Rank 0] step:9861/15000 train_loss_per_token:0.8860 train_time:5320751ms step_avg:539.58ms |
[2026-03-20 14:10:45] [Rank 0] step:9861/15000 train_loss_per_token:0.8860 train_time:5320751ms step_avg:539.58ms |
[2026-03-20 14:10:57] [Rank 0] step:9881/15000 train_loss_per_token:0.8831 train_time:5332159ms step_avg:539.64ms |
[2026-03-20 14:10:57] [Rank 0] step:9881/15000 train_loss_per_token:0.8831 train_time:5332159ms step_avg:539.64ms |
[2026-03-20 14:11:08] [Rank 0] step:9901/15000 train_loss_per_token:0.9044 train_time:5343568ms step_avg:539.70ms |
[2026-03-20 14:11:08] [Rank 0] step:9901/15000 train_loss_per_token:0.9044 train_time:5343568ms step_avg:539.70ms |
[2026-03-20 14:11:20] [Rank 0] step:9921/15000 train_loss_per_token:0.9285 train_time:5355201ms step_avg:539.78ms |
[2026-03-20 14:11:20] [Rank 0] step:9921/15000 train_loss_per_token:0.9285 train_time:5355201ms step_avg:539.78ms |
[2026-03-20 14:11:31] [Rank 0] step:9941/15000 train_loss_per_token:0.8946 train_time:5366617ms step_avg:539.85ms |
[2026-03-20 14:11:31] [Rank 0] step:9941/15000 train_loss_per_token:0.8946 train_time:5366617ms step_avg:539.85ms |
[2026-03-20 14:11:43] [Rank 0] step:9961/15000 train_loss_per_token:0.8803 train_time:5378030ms step_avg:539.91ms |
[2026-03-20 14:11:43] [Rank 0] step:9961/15000 train_loss_per_token:0.8803 train_time:5378030ms step_avg:539.91ms |
[2026-03-20 14:11:54] [Rank 0] step:9981/15000 train_loss_per_token:0.9025 train_time:5389459ms step_avg:539.97ms |
[2026-03-20 14:11:54] [Rank 0] step:9981/15000 train_loss_per_token:0.9025 train_time:5389459ms step_avg:539.97ms |
[2026-03-20 14:12:05] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 14:12:05] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 14:12:06] [Rank 0] PRINT: step:10000/15000 train_loss_per_token:0.9175 val_loss:3.5868 train_time:5400299ms step_avg:540.03ms |
[2026-03-20 14:12:06] [Rank 0] PRINT: step:10000/15000 train_loss_per_token:0.9175 val_loss:3.5868 train_time:5400299ms step_avg:540.03ms |
[2026-03-20 14:12:10] [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_43/checkpoints/ckpt_latest.pt |
[2026-03-20 14:12:10] [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_43/checkpoints/ckpt_latest.pt |
[2026-03-20 14:12:10] [Rank 0] step:10001/15000 train_loss_per_token:0.9150 train_time:5404629ms step_avg:540.41ms |
[2026-03-20 14:12:10] [Rank 0] step:10001/15000 train_loss_per_token:0.9150 train_time:5404629ms step_avg:540.41ms |
[2026-03-20 14:12:22] [Rank 0] step:10021/15000 train_loss_per_token:0.9010 train_time:5416237ms step_avg:540.49ms |
[2026-03-20 14:12:22] [Rank 0] step:10021/15000 train_loss_per_token:0.9010 train_time:5416237ms step_avg:540.49ms |
[2026-03-20 14:12:33] [Rank 0] step:10041/15000 train_loss_per_token:0.8918 train_time:5427832ms step_avg:540.57ms |
[2026-03-20 14:12:33] [Rank 0] step:10041/15000 train_loss_per_token:0.8918 train_time:5427832ms step_avg:540.57ms |
[2026-03-20 14:12:45] [Rank 0] step:10061/15000 train_loss_per_token:0.8976 train_time:5439437ms step_avg:540.65ms |
[2026-03-20 14:12:45] [Rank 0] step:10061/15000 train_loss_per_token:0.8976 train_time:5439437ms step_avg:540.65ms |
[2026-03-20 14:12:57] [Rank 0] step:10081/15000 train_loss_per_token:0.8871 train_time:5451052ms step_avg:540.73ms |
[2026-03-20 14:12:57] [Rank 0] step:10081/15000 train_loss_per_token:0.8871 train_time:5451052ms step_avg:540.73ms |
[2026-03-20 14:13:08] [Rank 0] step:10101/15000 train_loss_per_token:0.9057 train_time:5462667ms step_avg:540.80ms |
[2026-03-20 14:13:08] [Rank 0] step:10101/15000 train_loss_per_token:0.9057 train_time:5462667ms step_avg:540.80ms |
[2026-03-20 14:13:20] [Rank 0] step:10121/15000 train_loss_per_token:0.8910 train_time:5474274ms step_avg:540.88ms |
[2026-03-20 14:13:20] [Rank 0] step:10121/15000 train_loss_per_token:0.8910 train_time:5474274ms step_avg:540.88ms |
[2026-03-20 14:13:32] [Rank 0] step:10141/15000 train_loss_per_token:0.9000 train_time:5485899ms step_avg:540.96ms |
[2026-03-20 14:13:32] [Rank 0] step:10141/15000 train_loss_per_token:0.9000 train_time:5485899ms step_avg:540.96ms |
[2026-03-20 14:13:43] [Rank 0] step:10161/15000 train_loss_per_token:0.9392 train_time:5497563ms step_avg:541.05ms |
[2026-03-20 14:13:43] [Rank 0] step:10161/15000 train_loss_per_token:0.9392 train_time:5497563ms step_avg:541.05ms |
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