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[2026-03-20 09:16:33] [Rank 0] step:9301/15000 train_loss_per_token:0.8547 train_time:5550035ms step_avg:596.71ms |
[2026-03-20 09:16:33] [Rank 0] step:9301/15000 train_loss_per_token:0.8547 train_time:5550035ms step_avg:596.71ms |
[2026-03-20 09:16:44] [Rank 0] step:9321/15000 train_loss_per_token:0.8721 train_time:5561475ms step_avg:596.66ms |
[2026-03-20 09:16:44] [Rank 0] step:9321/15000 train_loss_per_token:0.8721 train_time:5561475ms step_avg:596.66ms |
[2026-03-20 09:16:56] [Rank 0] step:9341/15000 train_loss_per_token:0.8575 train_time:5572919ms step_avg:596.61ms |
[2026-03-20 09:16:56] [Rank 0] step:9341/15000 train_loss_per_token:0.8575 train_time:5572919ms step_avg:596.61ms |
[2026-03-20 09:17:07] [Rank 0] step:9361/15000 train_loss_per_token:0.8470 train_time:5584333ms step_avg:596.55ms |
[2026-03-20 09:17:07] [Rank 0] step:9361/15000 train_loss_per_token:0.8470 train_time:5584333ms step_avg:596.55ms |
[2026-03-20 09:17:19] [Rank 0] step:9381/15000 train_loss_per_token:0.8620 train_time:5595741ms step_avg:596.50ms |
[2026-03-20 09:17:19] [Rank 0] step:9381/15000 train_loss_per_token:0.8620 train_time:5595741ms step_avg:596.50ms |
[2026-03-20 09:17:30] [Rank 0] step:9401/15000 train_loss_per_token:0.8730 train_time:5607186ms step_avg:596.45ms |
[2026-03-20 09:17:30] [Rank 0] step:9401/15000 train_loss_per_token:0.8730 train_time:5607186ms step_avg:596.45ms |
[2026-03-20 09:17:42] [Rank 0] step:9421/15000 train_loss_per_token:0.8825 train_time:5618951ms step_avg:596.43ms |
[2026-03-20 09:17:42] [Rank 0] step:9421/15000 train_loss_per_token:0.8825 train_time:5618951ms step_avg:596.43ms |
[2026-03-20 09:17:53] [Rank 0] step:9441/15000 train_loss_per_token:0.8786 train_time:5630368ms step_avg:596.37ms |
[2026-03-20 09:17:53] [Rank 0] step:9441/15000 train_loss_per_token:0.8786 train_time:5630368ms step_avg:596.37ms |
[2026-03-20 09:18:05] [Rank 0] step:9461/15000 train_loss_per_token:0.8697 train_time:5641773ms step_avg:596.32ms |
[2026-03-20 09:18:05] [Rank 0] step:9461/15000 train_loss_per_token:0.8697 train_time:5641773ms step_avg:596.32ms |
[2026-03-20 09:18:16] [Rank 0] step:9481/15000 train_loss_per_token:0.8704 train_time:5653215ms step_avg:596.27ms |
[2026-03-20 09:18:16] [Rank 0] step:9481/15000 train_loss_per_token:0.8704 train_time:5653215ms step_avg:596.27ms |
[2026-03-20 09:18:27] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 09:18:27] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 09:18:28] [Rank 0] PRINT: step:9500/15000 train_loss_per_token:0.8803 val_loss:3.4399 train_time:5664087ms step_avg:596.22ms |
[2026-03-20 09:18:28] [Rank 0] PRINT: step:9500/15000 train_loss_per_token:0.8803 val_loss:3.4399 train_time:5664087ms step_avg:596.22ms |
[2026-03-20 09:18:29] [Rank 0] step:9501/15000 train_loss_per_token:0.8472 train_time:5664652ms step_avg:596.22ms |
[2026-03-20 09:18:29] [Rank 0] step:9501/15000 train_loss_per_token:0.8472 train_time:5664652ms step_avg:596.22ms |
[2026-03-20 09:18:40] [Rank 0] step:9521/15000 train_loss_per_token:0.8727 train_time:5676063ms step_avg:596.16ms |
[2026-03-20 09:18:40] [Rank 0] step:9521/15000 train_loss_per_token:0.8727 train_time:5676063ms step_avg:596.16ms |
[2026-03-20 09:18:51] [Rank 0] step:9541/15000 train_loss_per_token:0.8980 train_time:5687475ms step_avg:596.11ms |
[2026-03-20 09:18:51] [Rank 0] step:9541/15000 train_loss_per_token:0.8980 train_time:5687475ms step_avg:596.11ms |
[2026-03-20 09:19:03] [Rank 0] step:9561/15000 train_loss_per_token:0.8790 train_time:5698905ms step_avg:596.06ms |
[2026-03-20 09:19:03] [Rank 0] step:9561/15000 train_loss_per_token:0.8790 train_time:5698905ms step_avg:596.06ms |
[2026-03-20 09:19:14] [Rank 0] step:9581/15000 train_loss_per_token:0.8644 train_time:5710327ms step_avg:596.01ms |
[2026-03-20 09:19:14] [Rank 0] step:9581/15000 train_loss_per_token:0.8644 train_time:5710327ms step_avg:596.01ms |
[2026-03-20 09:19:26] [Rank 0] step:9601/15000 train_loss_per_token:0.8783 train_time:5721777ms step_avg:595.96ms |
[2026-03-20 09:19:26] [Rank 0] step:9601/15000 train_loss_per_token:0.8783 train_time:5721777ms step_avg:595.96ms |
[2026-03-20 09:19:37] [Rank 0] step:9621/15000 train_loss_per_token:0.8656 train_time:5733218ms step_avg:595.91ms |
[2026-03-20 09:19:37] [Rank 0] step:9621/15000 train_loss_per_token:0.8656 train_time:5733218ms step_avg:595.91ms |
[2026-03-20 09:19:49] [Rank 0] step:9641/15000 train_loss_per_token:0.8624 train_time:5744665ms step_avg:595.86ms |
[2026-03-20 09:19:49] [Rank 0] step:9641/15000 train_loss_per_token:0.8624 train_time:5744665ms step_avg:595.86ms |
[2026-03-20 09:20:00] [Rank 0] step:9661/15000 train_loss_per_token:0.8508 train_time:5756103ms step_avg:595.81ms |
[2026-03-20 09:20:00] [Rank 0] step:9661/15000 train_loss_per_token:0.8508 train_time:5756103ms step_avg:595.81ms |
[2026-03-20 09:20:12] [Rank 0] step:9681/15000 train_loss_per_token:0.8312 train_time:5767765ms step_avg:595.78ms |
[2026-03-20 09:20:12] [Rank 0] step:9681/15000 train_loss_per_token:0.8312 train_time:5767765ms step_avg:595.78ms |
[2026-03-20 09:20:23] [Rank 0] step:9701/15000 train_loss_per_token:0.8324 train_time:5779221ms step_avg:595.73ms |
[2026-03-20 09:20:23] [Rank 0] step:9701/15000 train_loss_per_token:0.8324 train_time:5779221ms step_avg:595.73ms |
[2026-03-20 09:20:35] [Rank 0] step:9721/15000 train_loss_per_token:0.8549 train_time:5790649ms step_avg:595.68ms |
[2026-03-20 09:20:35] [Rank 0] step:9721/15000 train_loss_per_token:0.8549 train_time:5790649ms step_avg:595.68ms |
[2026-03-20 09:20:46] [Rank 0] step:9741/15000 train_loss_per_token:0.8463 train_time:5802109ms step_avg:595.64ms |
[2026-03-20 09:20:46] [Rank 0] step:9741/15000 train_loss_per_token:0.8463 train_time:5802109ms step_avg:595.64ms |
[2026-03-20 09:20:57] [Rank 0] step:9761/15000 train_loss_per_token:0.8942 train_time:5813566ms step_avg:595.59ms |
[2026-03-20 09:20:57] [Rank 0] step:9761/15000 train_loss_per_token:0.8942 train_time:5813566ms step_avg:595.59ms |
[2026-03-20 09:21:09] [Rank 0] step:9781/15000 train_loss_per_token:0.8941 train_time:5825009ms step_avg:595.54ms |
[2026-03-20 09:21:09] [Rank 0] step:9781/15000 train_loss_per_token:0.8941 train_time:5825009ms step_avg:595.54ms |
[2026-03-20 09:21:20] [Rank 0] step:9801/15000 train_loss_per_token:0.8373 train_time:5836449ms step_avg:595.50ms |
[2026-03-20 09:21:20] [Rank 0] step:9801/15000 train_loss_per_token:0.8373 train_time:5836449ms step_avg:595.50ms |
[2026-03-20 09:21:32] [Rank 0] step:9821/15000 train_loss_per_token:0.8503 train_time:5847887ms step_avg:595.45ms |
[2026-03-20 09:21:32] [Rank 0] step:9821/15000 train_loss_per_token:0.8503 train_time:5847887ms step_avg:595.45ms |
[2026-03-20 09:21:43] [Rank 0] step:9841/15000 train_loss_per_token:0.8458 train_time:5859317ms step_avg:595.40ms |
[2026-03-20 09:21:43] [Rank 0] step:9841/15000 train_loss_per_token:0.8458 train_time:5859317ms step_avg:595.40ms |
[2026-03-20 09:21:55] [Rank 0] step:9861/15000 train_loss_per_token:0.8468 train_time:5870733ms step_avg:595.35ms |
[2026-03-20 09:21:55] [Rank 0] step:9861/15000 train_loss_per_token:0.8468 train_time:5870733ms step_avg:595.35ms |
[2026-03-20 09:22:06] [Rank 0] step:9881/15000 train_loss_per_token:0.8432 train_time:5882163ms step_avg:595.30ms |
[2026-03-20 09:22:06] [Rank 0] step:9881/15000 train_loss_per_token:0.8432 train_time:5882163ms step_avg:595.30ms |
[2026-03-20 09:22:17] [Rank 0] step:9901/15000 train_loss_per_token:0.8659 train_time:5893591ms step_avg:595.25ms |
[2026-03-20 09:22:17] [Rank 0] step:9901/15000 train_loss_per_token:0.8659 train_time:5893591ms step_avg:595.25ms |
[2026-03-20 09:22:30] [Rank 0] step:9921/15000 train_loss_per_token:0.8860 train_time:5905771ms step_avg:595.28ms |
[2026-03-20 09:22:30] [Rank 0] step:9921/15000 train_loss_per_token:0.8860 train_time:5905771ms step_avg:595.28ms |
[2026-03-20 09:22:41] [Rank 0] step:9941/15000 train_loss_per_token:0.8530 train_time:5917204ms step_avg:595.23ms |
[2026-03-20 09:22:41] [Rank 0] step:9941/15000 train_loss_per_token:0.8530 train_time:5917204ms step_avg:595.23ms |
[2026-03-20 09:22:53] [Rank 0] step:9961/15000 train_loss_per_token:0.8376 train_time:5928631ms step_avg:595.18ms |
[2026-03-20 09:22:53] [Rank 0] step:9961/15000 train_loss_per_token:0.8376 train_time:5928631ms step_avg:595.18ms |
[2026-03-20 09:23:04] [Rank 0] step:9981/15000 train_loss_per_token:0.8640 train_time:5940078ms step_avg:595.14ms |
[2026-03-20 09:23:04] [Rank 0] step:9981/15000 train_loss_per_token:0.8640 train_time:5940078ms step_avg:595.14ms |
[2026-03-20 09:23:15] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 09:23:15] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 09:23:16] [Rank 0] PRINT: step:10000/15000 train_loss_per_token:0.8766 val_loss:3.4211 train_time:5950930ms step_avg:595.09ms |
[2026-03-20 09:23:16] [Rank 0] PRINT: step:10000/15000 train_loss_per_token:0.8766 val_loss:3.4211 train_time:5950930ms step_avg:595.09ms |
[2026-03-20 09:23:20] [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_0.005_muon_lr_0.01_seed_43/checkpoints/ckpt_latest.pt |
[2026-03-20 09:23:20] [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_0.005_muon_lr_0.01_seed_43/checkpoints/ckpt_latest.pt |
[2026-03-20 09:23:20] [Rank 0] step:10001/15000 train_loss_per_token:0.8757 train_time:5954602ms step_avg:595.40ms |
[2026-03-20 09:23:20] [Rank 0] step:10001/15000 train_loss_per_token:0.8757 train_time:5954602ms step_avg:595.40ms |
[2026-03-20 09:23:31] [Rank 0] step:10021/15000 train_loss_per_token:0.8608 train_time:5966244ms step_avg:595.37ms |
[2026-03-20 09:23:31] [Rank 0] step:10021/15000 train_loss_per_token:0.8608 train_time:5966244ms step_avg:595.37ms |
[2026-03-20 09:23:43] [Rank 0] step:10041/15000 train_loss_per_token:0.8548 train_time:5977871ms step_avg:595.35ms |
[2026-03-20 09:23:43] [Rank 0] step:10041/15000 train_loss_per_token:0.8548 train_time:5977871ms step_avg:595.35ms |
[2026-03-20 09:23:55] [Rank 0] step:10061/15000 train_loss_per_token:0.8579 train_time:5989538ms step_avg:595.32ms |
[2026-03-20 09:23:55] [Rank 0] step:10061/15000 train_loss_per_token:0.8579 train_time:5989538ms step_avg:595.32ms |
[2026-03-20 09:24:06] [Rank 0] step:10081/15000 train_loss_per_token:0.8473 train_time:6001188ms step_avg:595.30ms |
[2026-03-20 09:24:06] [Rank 0] step:10081/15000 train_loss_per_token:0.8473 train_time:6001188ms step_avg:595.30ms |
[2026-03-20 09:24:18] [Rank 0] step:10101/15000 train_loss_per_token:0.8648 train_time:6012836ms step_avg:595.27ms |
[2026-03-20 09:24:18] [Rank 0] step:10101/15000 train_loss_per_token:0.8648 train_time:6012836ms step_avg:595.27ms |
[2026-03-20 09:24:29] [Rank 0] step:10121/15000 train_loss_per_token:0.8517 train_time:6024465ms step_avg:595.24ms |
[2026-03-20 09:24:29] [Rank 0] step:10121/15000 train_loss_per_token:0.8517 train_time:6024465ms step_avg:595.24ms |
[2026-03-20 09:24:41] [Rank 0] step:10141/15000 train_loss_per_token:0.8596 train_time:6036096ms step_avg:595.22ms |
[2026-03-20 09:24:41] [Rank 0] step:10141/15000 train_loss_per_token:0.8596 train_time:6036096ms step_avg:595.22ms |
[2026-03-20 09:24:53] [Rank 0] step:10161/15000 train_loss_per_token:0.8998 train_time:6047769ms step_avg:595.19ms |
[2026-03-20 09:24:53] [Rank 0] step:10161/15000 train_loss_per_token:0.8998 train_time:6047769ms step_avg:595.19ms |
[2026-03-20 09:25:05] [Rank 0] step:10181/15000 train_loss_per_token:0.8640 train_time:6060169ms step_avg:595.24ms |
[2026-03-20 09:25:05] [Rank 0] step:10181/15000 train_loss_per_token:0.8640 train_time:6060169ms step_avg:595.24ms |
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