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[2026-03-20 02:06:37] [Rank 0] step:14461/15000 train_loss_per_token:0.8324 train_time:8017002ms step_avg:554.39ms |
[2026-03-20 02:06:37] [Rank 0] step:14461/15000 train_loss_per_token:0.8324 train_time:8017002ms step_avg:554.39ms |
[2026-03-20 02:06:49] [Rank 0] step:14481/15000 train_loss_per_token:0.8336 train_time:8029007ms step_avg:554.45ms |
[2026-03-20 02:06:49] [Rank 0] step:14481/15000 train_loss_per_token:0.8336 train_time:8029007ms step_avg:554.45ms |
[2026-03-20 02:07:01] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 02:07:01] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 02:07:02] [Rank 0] PRINT: step:14500/15000 train_loss_per_token:0.8494 val_loss:3.3581 train_time:8041141ms step_avg:554.56ms |
[2026-03-20 02:07:02] [Rank 0] PRINT: step:14500/15000 train_loss_per_token:0.8494 val_loss:3.3581 train_time:8041141ms step_avg:554.56ms |
[2026-03-20 02:07:03] [Rank 0] step:14501/15000 train_loss_per_token:0.8308 train_time:8041742ms step_avg:554.56ms |
[2026-03-20 02:07:03] [Rank 0] step:14501/15000 train_loss_per_token:0.8308 train_time:8041742ms step_avg:554.56ms |
[2026-03-20 02:07:15] [Rank 0] step:14521/15000 train_loss_per_token:0.8388 train_time:8053728ms step_avg:554.63ms |
[2026-03-20 02:07:15] [Rank 0] step:14521/15000 train_loss_per_token:0.8388 train_time:8053728ms step_avg:554.63ms |
[2026-03-20 02:07:27] [Rank 0] step:14541/15000 train_loss_per_token:0.8567 train_time:8065713ms step_avg:554.69ms |
[2026-03-20 02:07:27] [Rank 0] step:14541/15000 train_loss_per_token:0.8567 train_time:8065713ms step_avg:554.69ms |
[2026-03-20 02:07:39] [Rank 0] step:14561/15000 train_loss_per_token:0.8377 train_time:8077711ms step_avg:554.75ms |
[2026-03-20 02:07:39] [Rank 0] step:14561/15000 train_loss_per_token:0.8377 train_time:8077711ms step_avg:554.75ms |
[2026-03-20 02:07:51] [Rank 0] step:14581/15000 train_loss_per_token:0.8178 train_time:8089655ms step_avg:554.81ms |
[2026-03-20 02:07:51] [Rank 0] step:14581/15000 train_loss_per_token:0.8178 train_time:8089655ms step_avg:554.81ms |
[2026-03-20 02:08:03] [Rank 0] step:14601/15000 train_loss_per_token:0.8321 train_time:8101623ms step_avg:554.87ms |
[2026-03-20 02:08:03] [Rank 0] step:14601/15000 train_loss_per_token:0.8321 train_time:8101623ms step_avg:554.87ms |
[2026-03-20 02:08:15] [Rank 0] step:14621/15000 train_loss_per_token:0.8264 train_time:8113538ms step_avg:554.92ms |
[2026-03-20 02:08:15] [Rank 0] step:14621/15000 train_loss_per_token:0.8264 train_time:8113538ms step_avg:554.92ms |
[2026-03-20 02:08:27] [Rank 0] step:14641/15000 train_loss_per_token:0.8336 train_time:8125483ms step_avg:554.98ms |
[2026-03-20 02:08:27] [Rank 0] step:14641/15000 train_loss_per_token:0.8336 train_time:8125483ms step_avg:554.98ms |
[2026-03-20 02:08:39] [Rank 0] step:14661/15000 train_loss_per_token:0.8287 train_time:8137486ms step_avg:555.04ms |
[2026-03-20 02:08:39] [Rank 0] step:14661/15000 train_loss_per_token:0.8287 train_time:8137486ms step_avg:555.04ms |
[2026-03-20 02:08:50] [Rank 0] step:14681/15000 train_loss_per_token:0.8301 train_time:8149433ms step_avg:555.10ms |
[2026-03-20 02:08:50] [Rank 0] step:14681/15000 train_loss_per_token:0.8301 train_time:8149433ms step_avg:555.10ms |
[2026-03-20 02:09:02] [Rank 0] step:14701/15000 train_loss_per_token:0.8410 train_time:8161381ms step_avg:555.16ms |
[2026-03-20 02:09:02] [Rank 0] step:14701/15000 train_loss_per_token:0.8410 train_time:8161381ms step_avg:555.16ms |
[2026-03-20 02:09:14] [Rank 0] step:14721/15000 train_loss_per_token:0.8221 train_time:8173294ms step_avg:555.21ms |
[2026-03-20 02:09:14] [Rank 0] step:14721/15000 train_loss_per_token:0.8221 train_time:8173294ms step_avg:555.21ms |
[2026-03-20 02:09:26] [Rank 0] step:14741/15000 train_loss_per_token:0.8743 train_time:8185282ms step_avg:555.27ms |
[2026-03-20 02:09:26] [Rank 0] step:14741/15000 train_loss_per_token:0.8743 train_time:8185282ms step_avg:555.27ms |
[2026-03-20 02:09:39] [Rank 0] step:14761/15000 train_loss_per_token:0.8553 train_time:8197527ms step_avg:555.35ms |
[2026-03-20 02:09:39] [Rank 0] step:14761/15000 train_loss_per_token:0.8553 train_time:8197527ms step_avg:555.35ms |
[2026-03-20 02:09:51] [Rank 0] step:14781/15000 train_loss_per_token:0.8302 train_time:8209502ms step_avg:555.41ms |
[2026-03-20 02:09:51] [Rank 0] step:14781/15000 train_loss_per_token:0.8302 train_time:8209502ms step_avg:555.41ms |
[2026-03-20 02:10:03] [Rank 0] step:14801/15000 train_loss_per_token:0.8324 train_time:8221547ms step_avg:555.47ms |
[2026-03-20 02:10:03] [Rank 0] step:14801/15000 train_loss_per_token:0.8324 train_time:8221547ms step_avg:555.47ms |
[2026-03-20 02:10:15] [Rank 0] step:14821/15000 train_loss_per_token:0.8357 train_time:8233523ms step_avg:555.53ms |
[2026-03-20 02:10:15] [Rank 0] step:14821/15000 train_loss_per_token:0.8357 train_time:8233523ms step_avg:555.53ms |
[2026-03-20 02:10:27] [Rank 0] step:14841/15000 train_loss_per_token:0.8502 train_time:8245556ms step_avg:555.59ms |
[2026-03-20 02:10:27] [Rank 0] step:14841/15000 train_loss_per_token:0.8502 train_time:8245556ms step_avg:555.59ms |
[2026-03-20 02:10:39] [Rank 0] step:14861/15000 train_loss_per_token:0.8334 train_time:8257627ms step_avg:555.66ms |
[2026-03-20 02:10:39] [Rank 0] step:14861/15000 train_loss_per_token:0.8334 train_time:8257627ms step_avg:555.66ms |
[2026-03-20 02:10:51] [Rank 0] step:14881/15000 train_loss_per_token:0.8445 train_time:8269655ms step_avg:555.72ms |
[2026-03-20 02:10:51] [Rank 0] step:14881/15000 train_loss_per_token:0.8445 train_time:8269655ms step_avg:555.72ms |
[2026-03-20 02:11:03] [Rank 0] step:14901/15000 train_loss_per_token:0.8499 train_time:8281708ms step_avg:555.78ms |
[2026-03-20 02:11:03] [Rank 0] step:14901/15000 train_loss_per_token:0.8499 train_time:8281708ms step_avg:555.78ms |
[2026-03-20 02:11:15] [Rank 0] step:14921/15000 train_loss_per_token:0.8321 train_time:8293731ms step_avg:555.84ms |
[2026-03-20 02:11:15] [Rank 0] step:14921/15000 train_loss_per_token:0.8321 train_time:8293731ms step_avg:555.84ms |
[2026-03-20 02:11:27] [Rank 0] step:14941/15000 train_loss_per_token:0.8381 train_time:8305747ms step_avg:555.90ms |
[2026-03-20 02:11:27] [Rank 0] step:14941/15000 train_loss_per_token:0.8381 train_time:8305747ms step_avg:555.90ms |
[2026-03-20 02:11:39] [Rank 0] step:14961/15000 train_loss_per_token:0.8393 train_time:8317744ms step_avg:555.96ms |
[2026-03-20 02:11:39] [Rank 0] step:14961/15000 train_loss_per_token:0.8393 train_time:8317744ms step_avg:555.96ms |
[2026-03-20 02:11:51] [Rank 0] step:14981/15000 train_loss_per_token:0.8187 train_time:8329706ms step_avg:556.02ms |
[2026-03-20 02:11:51] [Rank 0] step:14981/15000 train_loss_per_token:0.8187 train_time:8329706ms step_avg:556.02ms |
[2026-03-20 02:12:06] [Rank 0] PRINT: Saved checkpoint at step 14999 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 |
[2026-03-20 02:12:06] [Rank 0] PRINT: Saved checkpoint at step 14999 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 |
[2026-03-20 02:12:06] [Rank 0] step:15000/15000 train_loss_per_token:0.8450 train_time:8344514ms step_avg:556.30ms |
[2026-03-20 02:12:06] [Rank 0] step:15000/15000 train_loss_per_token:0.8450 train_time:8344514ms step_avg:556.30ms |
[2026-03-20 02:12:06] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 02:12:06] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-20 02:12:07] [Rank 0] PRINT: step:15000/15000 train_loss_per_token:0.8450 val_loss:3.3581 train_time:8344519ms step_avg:556.30ms |
[2026-03-20 02:12:07] [Rank 0] PRINT: step:15000/15000 train_loss_per_token:0.8450 val_loss:3.3581 train_time:8344519ms step_avg:556.30ms |
[2026-03-20 02:12:07] [Rank 0] PRINT: Training completed. Checkpoint deleted. |
[2026-03-20 02:12:07] [Rank 0] PRINT: Training completed. Checkpoint deleted. |
[2026-03-20 02:12:07] [Rank 0] PRINT: --- Training Finished: Fri Mar 20 02:12:07 2026 --- |
[2026-03-20 02:12:07] [Rank 0] PRINT: --- Training Finished: Fri Mar 20 02:12:07 2026 --- |
[2026-03-20 02:12:07] [Rank 0] PRINT: Peak memory allocated: 10463 MiB reserved: 15316 MiB |
[2026-03-20 02:12:07] [Rank 0] PRINT: Peak memory allocated: 10463 MiB reserved: 15316 MiB |
[2026-03-20 07:35:24] [Rank 0] PRINT: --- Script Start: Fri Mar 20 07:35:24 2026 --- |
[2026-03-20 07:35:24] [Rank 0] PRINT: --- Script Start: Fri Mar 20 07:35:24 2026 --- |
[2026-03-20 07:35:24] [Rank 0] PRINT: Parsed CLI args: Namespace(unet=False, seed=42, optimizer_mode=5, model_parameterization='qkvo', adam_lr=0.005, muon_lr=0.01, base_dir='/home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean_accu/adam_lr_search', analyze_sharpness=False, sharpness_analysis_interval=500, hvp_chunk_... |
[2026-03-20 07:35:24] [Rank 0] PRINT: Parsed CLI args: Namespace(unet=False, seed=42, optimizer_mode=5, model_parameterization='qkvo', adam_lr=0.005, muon_lr=0.01, base_dir='/home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean_accu/adam_lr_search', analyze_sharpness=False, sharpness_analysis_interval=500, hvp_chunk_... |
[2026-03-20 07:35:24] [Rank 0] PRINT: Hyperparameters: Hyperparameters() |
[2026-03-20 07:35:24] [Rank 0] PRINT: Hyperparameters: Hyperparameters() |
[2026-03-20 07:35:24] [Rank 0] PRINT: Using fixed seed: 42 |
[2026-03-20 07:35:24] [Rank 0] PRINT: Using fixed seed: 42 |
[2026-03-20 07:35:24] [Rank 0] PRINT: Run directory: /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 |
[2026-03-20 07:35:24] [Rank 0] PRINT: Run directory: /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 |
[2026-03-20 07:35:24] [Rank 0] PRINT: code_sha256=2c01a5e64ccec55852d52b5c8539f402caebedf5454fe87ff6bbc52b316b754e |
[2026-03-20 07:35:24] [Rank 0] PRINT: code_sha256=2c01a5e64ccec55852d52b5c8539f402caebedf5454fe87ff6bbc52b316b754e |
[2026-03-20 07:35:24] [Rank 0] PRINT: Constructing model... |
[2026-03-20 07:35:24] [Rank 0] PRINT: Constructing model... |
[2026-03-20 07:35:26] [Rank 0] PRINT: Broadcasting model parameters... |
[2026-03-20 07:35:26] [Rank 0] PRINT: Broadcasting model parameters... |
[2026-03-20 07:35:26] [Rank 0] PRINT: Model constructed and broadcasted. |
[2026-03-20 07:35:26] [Rank 0] PRINT: Model constructed and broadcasted. |
[2026-03-20 07:35:26] [Rank 0] PRINT: Collecting parameters for optimizers... |
[2026-03-20 07:35:26] [Rank 0] PRINT: Collecting parameters for optimizers... |
[2026-03-20 07:35:26] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 07:35:26] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 07:35:26] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 07:35:26] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 07:35:26] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 07:35:26] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 07:35:26] [Rank 0] PRINT: Configuring optimizers for EXPERIMENT_MODE = 5 |
[2026-03-20 07:35:26] [Rank 0] PRINT: Configuring optimizers for EXPERIMENT_MODE = 5 |
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