text
stringlengths
54
2.3k
[2026-03-20 03:25:25] [Rank 0] step:4521/15000 train_loss_per_token:0.9136 train_time:2334216ms step_avg:516.31ms
[2026-03-20 03:25:25] [Rank 0] step:4521/15000 train_loss_per_token:0.9136 train_time:2334216ms step_avg:516.31ms
[2026-03-20 03:25:35] [Rank 0] step:4541/15000 train_loss_per_token:0.9030 train_time:2344979ms step_avg:516.40ms
[2026-03-20 03:25:35] [Rank 0] step:4541/15000 train_loss_per_token:0.9030 train_time:2344979ms step_avg:516.40ms
[2026-03-20 03:25:46] [Rank 0] step:4561/15000 train_loss_per_token:0.9169 train_time:2355743ms step_avg:516.50ms
[2026-03-20 03:25:46] [Rank 0] step:4561/15000 train_loss_per_token:0.9169 train_time:2355743ms step_avg:516.50ms
[2026-03-20 03:25:57] [Rank 0] step:4581/15000 train_loss_per_token:0.9051 train_time:2366553ms step_avg:516.60ms
[2026-03-20 03:25:57] [Rank 0] step:4581/15000 train_loss_per_token:0.9051 train_time:2366553ms step_avg:516.60ms
[2026-03-20 03:26:08] [Rank 0] step:4601/15000 train_loss_per_token:0.8853 train_time:2377314ms step_avg:516.70ms
[2026-03-20 03:26:08] [Rank 0] step:4601/15000 train_loss_per_token:0.8853 train_time:2377314ms step_avg:516.70ms
[2026-03-20 03:26:18] [Rank 0] step:4621/15000 train_loss_per_token:0.9367 train_time:2388072ms step_avg:516.79ms
[2026-03-20 03:26:18] [Rank 0] step:4621/15000 train_loss_per_token:0.9367 train_time:2388072ms step_avg:516.79ms
[2026-03-20 03:26:29] [Rank 0] step:4641/15000 train_loss_per_token:0.9222 train_time:2398829ms step_avg:516.88ms
[2026-03-20 03:26:29] [Rank 0] step:4641/15000 train_loss_per_token:0.9222 train_time:2398829ms step_avg:516.88ms
[2026-03-20 03:26:40] [Rank 0] step:4661/15000 train_loss_per_token:0.9041 train_time:2409584ms step_avg:516.97ms
[2026-03-20 03:26:40] [Rank 0] step:4661/15000 train_loss_per_token:0.9041 train_time:2409584ms step_avg:516.97ms
[2026-03-20 03:26:51] [Rank 0] step:4681/15000 train_loss_per_token:0.9074 train_time:2420345ms step_avg:517.06ms
[2026-03-20 03:26:51] [Rank 0] step:4681/15000 train_loss_per_token:0.9074 train_time:2420345ms step_avg:517.06ms
[2026-03-20 03:27:01] [Rank 0] step:4701/15000 train_loss_per_token:0.9234 train_time:2431104ms step_avg:517.15ms
[2026-03-20 03:27:01] [Rank 0] step:4701/15000 train_loss_per_token:0.9234 train_time:2431104ms step_avg:517.15ms
[2026-03-20 03:27:12] [Rank 0] step:4721/15000 train_loss_per_token:0.9196 train_time:2441871ms step_avg:517.24ms
[2026-03-20 03:27:12] [Rank 0] step:4721/15000 train_loss_per_token:0.9196 train_time:2441871ms step_avg:517.24ms
[2026-03-20 03:27:23] [Rank 0] step:4741/15000 train_loss_per_token:0.9175 train_time:2452635ms step_avg:517.32ms
[2026-03-20 03:27:23] [Rank 0] step:4741/15000 train_loss_per_token:0.9175 train_time:2452635ms step_avg:517.32ms
[2026-03-20 03:27:34] [Rank 0] step:4761/15000 train_loss_per_token:0.9105 train_time:2463406ms step_avg:517.41ms
[2026-03-20 03:27:34] [Rank 0] step:4761/15000 train_loss_per_token:0.9105 train_time:2463406ms step_avg:517.41ms
[2026-03-20 03:27:44] [Rank 0] step:4781/15000 train_loss_per_token:0.9474 train_time:2474170ms step_avg:517.50ms
[2026-03-20 03:27:44] [Rank 0] step:4781/15000 train_loss_per_token:0.9474 train_time:2474170ms step_avg:517.50ms
[2026-03-20 03:27:55] [Rank 0] step:4801/15000 train_loss_per_token:0.9285 train_time:2484927ms step_avg:517.59ms
[2026-03-20 03:27:55] [Rank 0] step:4801/15000 train_loss_per_token:0.9285 train_time:2484927ms step_avg:517.59ms
[2026-03-20 03:28:06] [Rank 0] step:4821/15000 train_loss_per_token:0.9143 train_time:2495686ms step_avg:517.67ms
[2026-03-20 03:28:06] [Rank 0] step:4821/15000 train_loss_per_token:0.9143 train_time:2495686ms step_avg:517.67ms
[2026-03-20 03:28:17] [Rank 0] step:4841/15000 train_loss_per_token:0.9399 train_time:2506696ms step_avg:517.81ms
[2026-03-20 03:28:17] [Rank 0] step:4841/15000 train_loss_per_token:0.9399 train_time:2506696ms step_avg:517.81ms
[2026-03-20 03:28:28] [Rank 0] step:4861/15000 train_loss_per_token:0.9233 train_time:2517453ms step_avg:517.89ms
[2026-03-20 03:28:28] [Rank 0] step:4861/15000 train_loss_per_token:0.9233 train_time:2517453ms step_avg:517.89ms
[2026-03-20 03:28:39] [Rank 0] step:4881/15000 train_loss_per_token:0.9219 train_time:2528214ms step_avg:517.97ms
[2026-03-20 03:28:39] [Rank 0] step:4881/15000 train_loss_per_token:0.9219 train_time:2528214ms step_avg:517.97ms
[2026-03-20 03:28:49] [Rank 0] step:4901/15000 train_loss_per_token:0.9302 train_time:2538973ms step_avg:518.05ms
[2026-03-20 03:28:49] [Rank 0] step:4901/15000 train_loss_per_token:0.9302 train_time:2538973ms step_avg:518.05ms
[2026-03-20 03:29:00] [Rank 0] step:4921/15000 train_loss_per_token:0.9294 train_time:2549732ms step_avg:518.13ms
[2026-03-20 03:29:00] [Rank 0] step:4921/15000 train_loss_per_token:0.9294 train_time:2549732ms step_avg:518.13ms
[2026-03-20 03:29:11] [Rank 0] step:4941/15000 train_loss_per_token:0.9198 train_time:2560484ms step_avg:518.21ms
[2026-03-20 03:29:11] [Rank 0] step:4941/15000 train_loss_per_token:0.9198 train_time:2560484ms step_avg:518.21ms
[2026-03-20 03:29:22] [Rank 0] step:4961/15000 train_loss_per_token:0.9088 train_time:2571243ms step_avg:518.29ms
[2026-03-20 03:29:22] [Rank 0] step:4961/15000 train_loss_per_token:0.9088 train_time:2571243ms step_avg:518.29ms
[2026-03-20 03:29:32] [Rank 0] step:4981/15000 train_loss_per_token:0.9127 train_time:2582001ms step_avg:518.37ms
[2026-03-20 03:29:32] [Rank 0] step:4981/15000 train_loss_per_token:0.9127 train_time:2582001ms step_avg:518.37ms
[2026-03-20 03:29:43] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed.
[2026-03-20 03:29:43] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed.
[2026-03-20 03:29:44] [Rank 0] PRINT: step:5000/15000 train_loss_per_token:0.9141 val_loss:3.6348 train_time:2592223ms step_avg:518.44ms
[2026-03-20 03:29:44] [Rank 0] PRINT: step:5000/15000 train_loss_per_token:0.9141 val_loss:3.6348 train_time:2592223ms step_avg:518.44ms
[2026-03-20 03:29:47] [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_0.02_muon_lr_0.01_seed_43/checkpoints/ckpt_latest.pt
[2026-03-20 03:29:47] [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_0.02_muon_lr_0.01_seed_43/checkpoints/ckpt_latest.pt
[2026-03-20 03:29:48] [Rank 0] step:5001/15000 train_loss_per_token:0.9168 train_time:2596123ms step_avg:519.12ms
[2026-03-20 03:29:48] [Rank 0] step:5001/15000 train_loss_per_token:0.9168 train_time:2596123ms step_avg:519.12ms
[2026-03-20 03:29:58] [Rank 0] step:5021/15000 train_loss_per_token:0.9230 train_time:2606882ms step_avg:519.20ms
[2026-03-20 03:29:58] [Rank 0] step:5021/15000 train_loss_per_token:0.9230 train_time:2606882ms step_avg:519.20ms
[2026-03-20 03:30:09] [Rank 0] step:5041/15000 train_loss_per_token:0.9083 train_time:2617649ms step_avg:519.27ms
[2026-03-20 03:30:09] [Rank 0] step:5041/15000 train_loss_per_token:0.9083 train_time:2617649ms step_avg:519.27ms
[2026-03-20 03:30:20] [Rank 0] step:5061/15000 train_loss_per_token:0.8887 train_time:2628417ms step_avg:519.35ms
[2026-03-20 03:30:20] [Rank 0] step:5061/15000 train_loss_per_token:0.8887 train_time:2628417ms step_avg:519.35ms
[2026-03-20 03:30:31] [Rank 0] step:5081/15000 train_loss_per_token:0.8990 train_time:2639172ms step_avg:519.42ms
[2026-03-20 03:30:31] [Rank 0] step:5081/15000 train_loss_per_token:0.8990 train_time:2639172ms step_avg:519.42ms
[2026-03-20 03:30:42] [Rank 0] step:5101/15000 train_loss_per_token:0.9030 train_time:2650667ms step_avg:519.64ms
[2026-03-20 03:30:42] [Rank 0] step:5101/15000 train_loss_per_token:0.9030 train_time:2650667ms step_avg:519.64ms
[2026-03-20 03:30:53] [Rank 0] step:5121/15000 train_loss_per_token:0.8939 train_time:2661394ms step_avg:519.70ms
[2026-03-20 03:30:53] [Rank 0] step:5121/15000 train_loss_per_token:0.8939 train_time:2661394ms step_avg:519.70ms
[2026-03-20 03:31:03] [Rank 0] step:5141/15000 train_loss_per_token:0.9026 train_time:2672110ms step_avg:519.76ms
[2026-03-20 03:31:03] [Rank 0] step:5141/15000 train_loss_per_token:0.9026 train_time:2672110ms step_avg:519.76ms
[2026-03-20 03:31:14] [Rank 0] step:5161/15000 train_loss_per_token:0.9116 train_time:2682831ms step_avg:519.83ms
[2026-03-20 03:31:14] [Rank 0] step:5161/15000 train_loss_per_token:0.9116 train_time:2682831ms step_avg:519.83ms
[2026-03-20 03:31:25] [Rank 0] step:5181/15000 train_loss_per_token:0.8908 train_time:2693557ms step_avg:519.89ms
[2026-03-20 03:31:25] [Rank 0] step:5181/15000 train_loss_per_token:0.8908 train_time:2693557ms step_avg:519.89ms
[2026-03-20 03:31:36] [Rank 0] step:5201/15000 train_loss_per_token:0.9094 train_time:2704281ms step_avg:519.95ms
[2026-03-20 03:31:36] [Rank 0] step:5201/15000 train_loss_per_token:0.9094 train_time:2704281ms step_avg:519.95ms
[2026-03-20 03:31:46] [Rank 0] step:5221/15000 train_loss_per_token:0.9340 train_time:2715006ms step_avg:520.02ms
[2026-03-20 03:31:46] [Rank 0] step:5221/15000 train_loss_per_token:0.9340 train_time:2715006ms step_avg:520.02ms
[2026-03-20 03:31:57] [Rank 0] step:5241/15000 train_loss_per_token:0.9137 train_time:2725734ms step_avg:520.08ms
[2026-03-20 03:31:57] [Rank 0] step:5241/15000 train_loss_per_token:0.9137 train_time:2725734ms step_avg:520.08ms
[2026-03-20 03:32:08] [Rank 0] step:5261/15000 train_loss_per_token:0.9195 train_time:2736463ms step_avg:520.14ms
[2026-03-20 03:32:08] [Rank 0] step:5261/15000 train_loss_per_token:0.9195 train_time:2736463ms step_avg:520.14ms
[2026-03-20 03:32:19] [Rank 0] step:5281/15000 train_loss_per_token:0.9027 train_time:2747189ms step_avg:520.20ms
[2026-03-20 03:32:19] [Rank 0] step:5281/15000 train_loss_per_token:0.9027 train_time:2747189ms step_avg:520.20ms
[2026-03-20 03:32:29] [Rank 0] step:5301/15000 train_loss_per_token:0.8965 train_time:2757923ms step_avg:520.26ms
[2026-03-20 03:32:29] [Rank 0] step:5301/15000 train_loss_per_token:0.8965 train_time:2757923ms step_avg:520.26ms
[2026-03-20 03:32:40] [Rank 0] step:5321/15000 train_loss_per_token:0.8803 train_time:2768658ms step_avg:520.33ms
[2026-03-20 03:32:40] [Rank 0] step:5321/15000 train_loss_per_token:0.8803 train_time:2768658ms step_avg:520.33ms
[2026-03-20 03:32:51] [Rank 0] step:5341/15000 train_loss_per_token:0.9086 train_time:2779643ms step_avg:520.43ms
[2026-03-20 03:32:51] [Rank 0] step:5341/15000 train_loss_per_token:0.9086 train_time:2779643ms step_avg:520.43ms
[2026-03-20 03:33:02] [Rank 0] step:5361/15000 train_loss_per_token:0.8954 train_time:2790365ms step_avg:520.49ms
[2026-03-20 03:33:02] [Rank 0] step:5361/15000 train_loss_per_token:0.8954 train_time:2790365ms step_avg:520.49ms
[2026-03-20 03:33:12] [Rank 0] step:5381/15000 train_loss_per_token:0.8948 train_time:2801097ms step_avg:520.55ms
[2026-03-20 03:33:12] [Rank 0] step:5381/15000 train_loss_per_token:0.8948 train_time:2801097ms step_avg:520.55ms
[2026-03-20 03:33:23] [Rank 0] step:5401/15000 train_loss_per_token:0.9085 train_time:2811823ms step_avg:520.61ms
[2026-03-20 03:33:23] [Rank 0] step:5401/15000 train_loss_per_token:0.9085 train_time:2811823ms step_avg:520.61ms
[2026-03-20 03:33:34] [Rank 0] step:5421/15000 train_loss_per_token:0.8998 train_time:2822549ms step_avg:520.67ms
[2026-03-20 03:33:34] [Rank 0] step:5421/15000 train_loss_per_token:0.8998 train_time:2822549ms step_avg:520.67ms
[2026-03-20 03:33:45] [Rank 0] step:5441/15000 train_loss_per_token:0.9014 train_time:2833286ms step_avg:520.73ms
[2026-03-20 03:33:45] [Rank 0] step:5441/15000 train_loss_per_token:0.9014 train_time:2833286ms step_avg:520.73ms