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[2026-03-19 16:30:09] [Rank 0] step:4501/15000 train_loss_per_token:0.9361 train_time:2328007ms step_avg:517.22ms |
[2026-03-19 16:30:09] [Rank 0] step:4501/15000 train_loss_per_token:0.9361 train_time:2328007ms step_avg:517.22ms |
[2026-03-19 16:30:20] [Rank 0] step:4521/15000 train_loss_per_token:0.9622 train_time:2338778ms step_avg:517.31ms |
[2026-03-19 16:30:20] [Rank 0] step:4521/15000 train_loss_per_token:0.9622 train_time:2338778ms step_avg:517.31ms |
[2026-03-19 16:30:31] [Rank 0] step:4541/15000 train_loss_per_token:0.9708 train_time:2349554ms step_avg:517.41ms |
[2026-03-19 16:30:31] [Rank 0] step:4541/15000 train_loss_per_token:0.9708 train_time:2349554ms step_avg:517.41ms |
[2026-03-19 16:30:42] [Rank 0] step:4561/15000 train_loss_per_token:0.9459 train_time:2360335ms step_avg:517.50ms |
[2026-03-19 16:30:42] [Rank 0] step:4561/15000 train_loss_per_token:0.9459 train_time:2360335ms step_avg:517.50ms |
[2026-03-19 16:30:53] [Rank 0] step:4581/15000 train_loss_per_token:0.9165 train_time:2371363ms step_avg:517.65ms |
[2026-03-19 16:30:53] [Rank 0] step:4581/15000 train_loss_per_token:0.9165 train_time:2371363ms step_avg:517.65ms |
[2026-03-19 16:31:03] [Rank 0] step:4601/15000 train_loss_per_token:0.9305 train_time:2382154ms step_avg:517.75ms |
[2026-03-19 16:31:03] [Rank 0] step:4601/15000 train_loss_per_token:0.9305 train_time:2382154ms step_avg:517.75ms |
[2026-03-19 16:31:14] [Rank 0] step:4621/15000 train_loss_per_token:0.9133 train_time:2392939ms step_avg:517.84ms |
[2026-03-19 16:31:14] [Rank 0] step:4621/15000 train_loss_per_token:0.9133 train_time:2392939ms step_avg:517.84ms |
[2026-03-19 16:31:25] [Rank 0] step:4641/15000 train_loss_per_token:0.9328 train_time:2403710ms step_avg:517.93ms |
[2026-03-19 16:31:25] [Rank 0] step:4641/15000 train_loss_per_token:0.9328 train_time:2403710ms step_avg:517.93ms |
[2026-03-19 16:31:36] [Rank 0] step:4661/15000 train_loss_per_token:0.9215 train_time:2414481ms step_avg:518.02ms |
[2026-03-19 16:31:36] [Rank 0] step:4661/15000 train_loss_per_token:0.9215 train_time:2414481ms step_avg:518.02ms |
[2026-03-19 16:31:46] [Rank 0] step:4681/15000 train_loss_per_token:0.9318 train_time:2425253ms step_avg:518.11ms |
[2026-03-19 16:31:46] [Rank 0] step:4681/15000 train_loss_per_token:0.9318 train_time:2425253ms step_avg:518.11ms |
[2026-03-19 16:31:57] [Rank 0] step:4701/15000 train_loss_per_token:0.9094 train_time:2436032ms step_avg:518.19ms |
[2026-03-19 16:31:57] [Rank 0] step:4701/15000 train_loss_per_token:0.9094 train_time:2436032ms step_avg:518.19ms |
[2026-03-19 16:32:08] [Rank 0] step:4721/15000 train_loss_per_token:0.9513 train_time:2446812ms step_avg:518.28ms |
[2026-03-19 16:32:08] [Rank 0] step:4721/15000 train_loss_per_token:0.9513 train_time:2446812ms step_avg:518.28ms |
[2026-03-19 16:32:19] [Rank 0] step:4741/15000 train_loss_per_token:0.9123 train_time:2457598ms step_avg:518.37ms |
[2026-03-19 16:32:19] [Rank 0] step:4741/15000 train_loss_per_token:0.9123 train_time:2457598ms step_avg:518.37ms |
[2026-03-19 16:32:30] [Rank 0] step:4761/15000 train_loss_per_token:0.9271 train_time:2468370ms step_avg:518.46ms |
[2026-03-19 16:32:30] [Rank 0] step:4761/15000 train_loss_per_token:0.9271 train_time:2468370ms step_avg:518.46ms |
[2026-03-19 16:32:40] [Rank 0] step:4781/15000 train_loss_per_token:0.9081 train_time:2479148ms step_avg:518.54ms |
[2026-03-19 16:32:40] [Rank 0] step:4781/15000 train_loss_per_token:0.9081 train_time:2479148ms step_avg:518.54ms |
[2026-03-19 16:32:51] [Rank 0] step:4801/15000 train_loss_per_token:0.9178 train_time:2489922ms step_avg:518.63ms |
[2026-03-19 16:32:51] [Rank 0] step:4801/15000 train_loss_per_token:0.9178 train_time:2489922ms step_avg:518.63ms |
[2026-03-19 16:33:02] [Rank 0] step:4821/15000 train_loss_per_token:0.9257 train_time:2500693ms step_avg:518.71ms |
[2026-03-19 16:33:02] [Rank 0] step:4821/15000 train_loss_per_token:0.9257 train_time:2500693ms step_avg:518.71ms |
[2026-03-19 16:33:13] [Rank 0] step:4841/15000 train_loss_per_token:0.9192 train_time:2511716ms step_avg:518.84ms |
[2026-03-19 16:33:13] [Rank 0] step:4841/15000 train_loss_per_token:0.9192 train_time:2511716ms step_avg:518.84ms |
[2026-03-19 16:33:24] [Rank 0] step:4861/15000 train_loss_per_token:0.9282 train_time:2522492ms step_avg:518.92ms |
[2026-03-19 16:33:24] [Rank 0] step:4861/15000 train_loss_per_token:0.9282 train_time:2522492ms step_avg:518.92ms |
[2026-03-19 16:33:34] [Rank 0] step:4881/15000 train_loss_per_token:0.9193 train_time:2533270ms step_avg:519.01ms |
[2026-03-19 16:33:34] [Rank 0] step:4881/15000 train_loss_per_token:0.9193 train_time:2533270ms step_avg:519.01ms |
[2026-03-19 16:33:45] [Rank 0] step:4901/15000 train_loss_per_token:0.9194 train_time:2544046ms step_avg:519.09ms |
[2026-03-19 16:33:45] [Rank 0] step:4901/15000 train_loss_per_token:0.9194 train_time:2544046ms step_avg:519.09ms |
[2026-03-19 16:33:56] [Rank 0] step:4921/15000 train_loss_per_token:0.9506 train_time:2554820ms step_avg:519.17ms |
[2026-03-19 16:33:56] [Rank 0] step:4921/15000 train_loss_per_token:0.9506 train_time:2554820ms step_avg:519.17ms |
[2026-03-19 16:34:07] [Rank 0] step:4941/15000 train_loss_per_token:0.9291 train_time:2565601ms step_avg:519.25ms |
[2026-03-19 16:34:07] [Rank 0] step:4941/15000 train_loss_per_token:0.9291 train_time:2565601ms step_avg:519.25ms |
[2026-03-19 16:34:18] [Rank 0] step:4961/15000 train_loss_per_token:0.9311 train_time:2576380ms step_avg:519.33ms |
[2026-03-19 16:34:18] [Rank 0] step:4961/15000 train_loss_per_token:0.9311 train_time:2576380ms step_avg:519.33ms |
[2026-03-19 16:34:28] [Rank 0] step:4981/15000 train_loss_per_token:0.9350 train_time:2587160ms step_avg:519.41ms |
[2026-03-19 16:34:28] [Rank 0] step:4981/15000 train_loss_per_token:0.9350 train_time:2587160ms step_avg:519.41ms |
[2026-03-19 16:34:39] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-19 16:34:39] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-19 16:34:40] [Rank 0] PRINT: step:5000/15000 train_loss_per_token:0.9009 val_loss:3.6999 train_time:2597390ms step_avg:519.48ms |
[2026-03-19 16:34:40] [Rank 0] PRINT: step:5000/15000 train_loss_per_token:0.9009 val_loss:3.6999 train_time:2597390ms step_avg:519.48ms |
[2026-03-19 16:34:43] [Rank 0] PRINT: Saved checkpoint at step 5000 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_42/checkpoints/ckpt_latest.pt |
[2026-03-19 16:34:43] [Rank 0] PRINT: Saved checkpoint at step 5000 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_42/checkpoints/ckpt_latest.pt |
[2026-03-19 16:34:43] [Rank 0] step:5001/15000 train_loss_per_token:0.9297 train_time:2601183ms step_avg:520.13ms |
[2026-03-19 16:34:43] [Rank 0] step:5001/15000 train_loss_per_token:0.9297 train_time:2601183ms step_avg:520.13ms |
[2026-03-19 16:34:54] [Rank 0] step:5021/15000 train_loss_per_token:0.9565 train_time:2611930ms step_avg:520.20ms |
[2026-03-19 16:34:54] [Rank 0] step:5021/15000 train_loss_per_token:0.9565 train_time:2611930ms step_avg:520.20ms |
[2026-03-19 16:35:05] [Rank 0] step:5041/15000 train_loss_per_token:0.9325 train_time:2622694ms step_avg:520.27ms |
[2026-03-19 16:35:05] [Rank 0] step:5041/15000 train_loss_per_token:0.9325 train_time:2622694ms step_avg:520.27ms |
[2026-03-19 16:35:16] [Rank 0] step:5061/15000 train_loss_per_token:0.9333 train_time:2633470ms step_avg:520.35ms |
[2026-03-19 16:35:16] [Rank 0] step:5061/15000 train_loss_per_token:0.9333 train_time:2633470ms step_avg:520.35ms |
[2026-03-19 16:35:26] [Rank 0] step:5081/15000 train_loss_per_token:0.9251 train_time:2644264ms step_avg:520.42ms |
[2026-03-19 16:35:26] [Rank 0] step:5081/15000 train_loss_per_token:0.9251 train_time:2644264ms step_avg:520.42ms |
[2026-03-19 16:35:38] [Rank 0] step:5101/15000 train_loss_per_token:0.9284 train_time:2655802ms step_avg:520.64ms |
[2026-03-19 16:35:38] [Rank 0] step:5101/15000 train_loss_per_token:0.9284 train_time:2655802ms step_avg:520.64ms |
[2026-03-19 16:35:49] [Rank 0] step:5121/15000 train_loss_per_token:0.9308 train_time:2666577ms step_avg:520.71ms |
[2026-03-19 16:35:49] [Rank 0] step:5121/15000 train_loss_per_token:0.9308 train_time:2666577ms step_avg:520.71ms |
[2026-03-19 16:36:00] [Rank 0] step:5141/15000 train_loss_per_token:0.9475 train_time:2677356ms step_avg:520.79ms |
[2026-03-19 16:36:00] [Rank 0] step:5141/15000 train_loss_per_token:0.9475 train_time:2677356ms step_avg:520.79ms |
[2026-03-19 16:36:10] [Rank 0] step:5161/15000 train_loss_per_token:0.9333 train_time:2688145ms step_avg:520.86ms |
[2026-03-19 16:36:10] [Rank 0] step:5161/15000 train_loss_per_token:0.9333 train_time:2688145ms step_avg:520.86ms |
[2026-03-19 16:36:21] [Rank 0] step:5181/15000 train_loss_per_token:0.9211 train_time:2698923ms step_avg:520.93ms |
[2026-03-19 16:36:21] [Rank 0] step:5181/15000 train_loss_per_token:0.9211 train_time:2698923ms step_avg:520.93ms |
[2026-03-19 16:36:32] [Rank 0] step:5201/15000 train_loss_per_token:0.9174 train_time:2709700ms step_avg:521.00ms |
[2026-03-19 16:36:32] [Rank 0] step:5201/15000 train_loss_per_token:0.9174 train_time:2709700ms step_avg:521.00ms |
[2026-03-19 16:36:43] [Rank 0] step:5221/15000 train_loss_per_token:0.9414 train_time:2720468ms step_avg:521.06ms |
[2026-03-19 16:36:43] [Rank 0] step:5221/15000 train_loss_per_token:0.9414 train_time:2720468ms step_avg:521.06ms |
[2026-03-19 16:36:53] [Rank 0] step:5241/15000 train_loss_per_token:0.9331 train_time:2731241ms step_avg:521.13ms |
[2026-03-19 16:36:53] [Rank 0] step:5241/15000 train_loss_per_token:0.9331 train_time:2731241ms step_avg:521.13ms |
[2026-03-19 16:37:04] [Rank 0] step:5261/15000 train_loss_per_token:0.9259 train_time:2742015ms step_avg:521.20ms |
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[2026-03-19 16:37:15] [Rank 0] step:5281/15000 train_loss_per_token:0.9308 train_time:2752794ms step_avg:521.26ms |
[2026-03-19 16:37:26] [Rank 0] step:5301/15000 train_loss_per_token:0.9308 train_time:2763578ms step_avg:521.33ms |
[2026-03-19 16:37:26] [Rank 0] step:5301/15000 train_loss_per_token:0.9308 train_time:2763578ms step_avg:521.33ms |
[2026-03-19 16:37:37] [Rank 0] step:5321/15000 train_loss_per_token:0.9465 train_time:2774363ms step_avg:521.40ms |
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[2026-03-19 16:38:10] [Rank 0] step:5381/15000 train_loss_per_token:0.8936 train_time:2807372ms step_avg:521.72ms |
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[2026-03-19 16:38:20] [Rank 0] step:5401/15000 train_loss_per_token:0.9183 train_time:2818158ms step_avg:521.78ms |
[2026-03-19 16:38:20] [Rank 0] step:5401/15000 train_loss_per_token:0.9183 train_time:2818158ms step_avg:521.78ms |
[2026-03-19 16:38:31] [Rank 0] step:5421/15000 train_loss_per_token:0.9052 train_time:2828933ms step_avg:521.85ms |
[2026-03-19 16:38:31] [Rank 0] step:5421/15000 train_loss_per_token:0.9052 train_time:2828933ms step_avg:521.85ms |
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