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[2026-03-19 23:21:55] [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_0.01_muon_lr_0.01_seed_42/checkpoints/ckpt_latest.pt |
[2026-03-19 23:21:55] [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_0.01_muon_lr_0.01_seed_42/checkpoints/ckpt_latest.pt |
[2026-03-19 23:21:55] [Rank 0] step:15000/15000 train_loss_per_token:0.8348 train_time:8287859ms step_avg:552.52ms |
[2026-03-19 23:21:55] [Rank 0] step:15000/15000 train_loss_per_token:0.8348 train_time:8287859ms step_avg:552.52ms |
[2026-03-19 23:21:55] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-19 23:21:55] [Rank 0] PRINT: Warning: val_tokens (1966080) not perfectly divisible by val_batch_size (262144). Some tokens might be missed. |
[2026-03-19 23:21:56] [Rank 0] PRINT: step:15000/15000 train_loss_per_token:0.8348 val_loss:3.3116 train_time:8287866ms step_avg:552.52ms |
[2026-03-19 23:21:56] [Rank 0] PRINT: step:15000/15000 train_loss_per_token:0.8348 val_loss:3.3116 train_time:8287866ms step_avg:552.52ms |
[2026-03-19 23:21:56] [Rank 0] PRINT: Training completed. Checkpoint deleted. |
[2026-03-19 23:21:56] [Rank 0] PRINT: Training completed. Checkpoint deleted. |
[2026-03-19 23:21:57] [Rank 0] PRINT: --- Training Finished: Thu Mar 19 23:21:57 2026 --- |
[2026-03-19 23:21:57] [Rank 0] PRINT: --- Training Finished: Thu Mar 19 23:21:57 2026 --- |
[2026-03-19 23:21:57] [Rank 0] PRINT: Peak memory allocated: 10463 MiB reserved: 13016 MiB |
[2026-03-19 23:21:57] [Rank 0] PRINT: Peak memory allocated: 10463 MiB reserved: 13016 MiB |
[2026-03-20 00:04:18] [Rank 0] PRINT: --- Script Start: Fri Mar 20 00:04:18 2026 --- |
[2026-03-20 00:04:18] [Rank 0] PRINT: --- Script Start: Fri Mar 20 00:04:18 2026 --- |
[2026-03-20 00:04:18] [Rank 0] PRINT: Parsed CLI args: Namespace(unet=False, seed=42, optimizer_mode=5, model_parameterization='qkvo', adam_lr=0.01, 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_s... |
[2026-03-20 00:04:18] [Rank 0] PRINT: Parsed CLI args: Namespace(unet=False, seed=42, optimizer_mode=5, model_parameterization='qkvo', adam_lr=0.01, 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_s... |
[2026-03-20 00:04:19] [Rank 0] PRINT: Hyperparameters: Hyperparameters() |
[2026-03-20 00:04:19] [Rank 0] PRINT: Hyperparameters: Hyperparameters() |
[2026-03-20 00:04:19] [Rank 0] PRINT: Using fixed seed: 42 |
[2026-03-20 00:04:19] [Rank 0] PRINT: Using fixed seed: 42 |
[2026-03-20 00:04:19] [Rank 0] PRINT: Run directory: /home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean_accu/adam_lr_search/mode_5_param_qkvo_adam_lr_0.01_muon_lr_0.01_seed_42 |
[2026-03-20 00:04:19] [Rank 0] PRINT: Run directory: /home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean_accu/adam_lr_search/mode_5_param_qkvo_adam_lr_0.01_muon_lr_0.01_seed_42 |
[2026-03-20 00:04:19] [Rank 0] PRINT: code_sha256=2c01a5e64ccec55852d52b5c8539f402caebedf5454fe87ff6bbc52b316b754e |
[2026-03-20 00:04:19] [Rank 0] PRINT: code_sha256=2c01a5e64ccec55852d52b5c8539f402caebedf5454fe87ff6bbc52b316b754e |
[2026-03-20 00:04:19] [Rank 0] PRINT: Constructing model... |
[2026-03-20 00:04:19] [Rank 0] PRINT: Constructing model... |
[2026-03-20 00:04:21] [Rank 0] PRINT: Broadcasting model parameters... |
[2026-03-20 00:04:21] [Rank 0] PRINT: Broadcasting model parameters... |
[2026-03-20 00:04:21] [Rank 0] PRINT: Model constructed and broadcasted. |
[2026-03-20 00:04:21] [Rank 0] PRINT: Model constructed and broadcasted. |
[2026-03-20 00:04:21] [Rank 0] PRINT: Collecting parameters for optimizers... |
[2026-03-20 00:04:21] [Rank 0] PRINT: Collecting parameters for optimizers... |
[2026-03-20 00:04:21] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 00:04:21] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 00:04:21] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 00:04:21] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 00:04:21] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 00:04:21] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 00:04:21] [Rank 0] PRINT: Configuring optimizers for EXPERIMENT_MODE = 5 |
[2026-03-20 00:04:21] [Rank 0] PRINT: Configuring optimizers for EXPERIMENT_MODE = 5 |
[2026-03-20 00:04:21] [Rank 0] PRINT: Mode 5: All Adam. All Attn and MLP matrices to Adam (Adam LR: 0.01). |
[2026-03-20 00:04:21] [Rank 0] PRINT: Mode 5: All Adam. All Attn and MLP matrices to Adam (Adam LR: 0.01). |
[2026-03-20 00:04:21] [Rank 0] PRINT: Muon optimizer not created as muon_params_target_list was empty (e.g. mode where Adam handles all matrices). |
[2026-03-20 00:04:21] [Rank 0] PRINT: Muon optimizer not created as muon_params_target_list was empty (e.g. mode where Adam handles all matrices). |
[2026-03-20 00:04:21] [Rank 0] PRINT: Optimizers configured. Total optimizers: 1 |
[2026-03-20 00:04:21] [Rank 0] PRINT: Optimizers configured. Total optimizers: 1 |
[2026-03-20 00:04:21] [Rank 0] PRINT: Compiling model with TorchInductor... |
[2026-03-20 00:04:21] [Rank 0] PRINT: Compiling model with TorchInductor... |
[2026-03-20 00:04:21] [Rank 0] PRINT: Model compilation complete. |
[2026-03-20 00:04:21] [Rank 0] PRINT: Model compilation complete. |
[2026-03-20 00:04:21] [Rank 0] PRINT: Training already completed in a previous run. Cleaning up and exiting. |
[2026-03-20 00:04:21] [Rank 0] PRINT: Training already completed in a previous run. Cleaning up and exiting. |
[2026-03-20 05:06:48] [Rank 0] PRINT: --- Script Start: Fri Mar 20 05:06:48 2026 --- |
[2026-03-20 05:06:48] [Rank 0] PRINT: --- Script Start: Fri Mar 20 05:06:48 2026 --- |
[2026-03-20 05:06:48] [Rank 0] PRINT: Parsed CLI args: Namespace(unet=False, seed=43, optimizer_mode=5, model_parameterization='qkvo', adam_lr=0.01, 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_s... |
[2026-03-20 05:06:48] [Rank 0] PRINT: Parsed CLI args: Namespace(unet=False, seed=43, optimizer_mode=5, model_parameterization='qkvo', adam_lr=0.01, 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_s... |
[2026-03-20 05:06:48] [Rank 0] PRINT: Hyperparameters: Hyperparameters() |
[2026-03-20 05:06:48] [Rank 0] PRINT: Hyperparameters: Hyperparameters() |
[2026-03-20 05:06:48] [Rank 0] PRINT: Using fixed seed: 43 |
[2026-03-20 05:06:48] [Rank 0] PRINT: Using fixed seed: 43 |
[2026-03-20 05:06:48] [Rank 0] PRINT: Run directory: /home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean_accu/adam_lr_search/mode_5_param_qkvo_adam_lr_0.01_muon_lr_0.01_seed_43 |
[2026-03-20 05:06:48] [Rank 0] PRINT: Run directory: /home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean_accu/adam_lr_search/mode_5_param_qkvo_adam_lr_0.01_muon_lr_0.01_seed_43 |
[2026-03-20 05:06:48] [Rank 0] PRINT: code_sha256=2c01a5e64ccec55852d52b5c8539f402caebedf5454fe87ff6bbc52b316b754e |
[2026-03-20 05:06:48] [Rank 0] PRINT: code_sha256=2c01a5e64ccec55852d52b5c8539f402caebedf5454fe87ff6bbc52b316b754e |
[2026-03-20 05:06:48] [Rank 0] PRINT: Constructing model... |
[2026-03-20 05:06:48] [Rank 0] PRINT: Constructing model... |
[2026-03-20 05:06:50] [Rank 0] PRINT: Broadcasting model parameters... |
[2026-03-20 05:06:50] [Rank 0] PRINT: Broadcasting model parameters... |
[2026-03-20 05:06:50] [Rank 0] PRINT: Model constructed and broadcasted. |
[2026-03-20 05:06:50] [Rank 0] PRINT: Model constructed and broadcasted. |
[2026-03-20 05:06:50] [Rank 0] PRINT: Collecting parameters for optimizers... |
[2026-03-20 05:06:50] [Rank 0] PRINT: Collecting parameters for optimizers... |
[2026-03-20 05:06:50] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 05:06:50] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 05:06:50] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 05:06:50] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 05:06:50] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 05:06:50] [Rank 0] PRINT: Warning - Parameter torch.Size([50257, 768]) ended up in scalar_params but has ndim >= 2. Check grouping. |
[2026-03-20 05:06:50] [Rank 0] PRINT: Configuring optimizers for EXPERIMENT_MODE = 5 |
[2026-03-20 05:06:50] [Rank 0] PRINT: Configuring optimizers for EXPERIMENT_MODE = 5 |
[2026-03-20 05:06:50] [Rank 0] PRINT: Mode 5: All Adam. All Attn and MLP matrices to Adam (Adam LR: 0.01). |
[2026-03-20 05:06:50] [Rank 0] PRINT: Mode 5: All Adam. All Attn and MLP matrices to Adam (Adam LR: 0.01). |
[2026-03-20 05:06:50] [Rank 0] PRINT: Muon optimizer not created as muon_params_target_list was empty (e.g. mode where Adam handles all matrices). |
[2026-03-20 05:06:50] [Rank 0] PRINT: Muon optimizer not created as muon_params_target_list was empty (e.g. mode where Adam handles all matrices). |
[2026-03-20 05:06:50] [Rank 0] PRINT: Optimizers configured. Total optimizers: 1 |
[2026-03-20 05:06:50] [Rank 0] PRINT: Optimizers configured. Total optimizers: 1 |
[2026-03-20 05:06:50] [Rank 0] PRINT: Compiling model with TorchInductor... |
[2026-03-20 05:06:50] [Rank 0] PRINT: Compiling model with TorchInductor... |
[2026-03-20 05:06:50] [Rank 0] PRINT: Model compilation complete. |
[2026-03-20 05:06:50] [Rank 0] PRINT: Model compilation complete. |
[2026-03-20 05:06:50] [Rank 0] PRINT: No checkpoint found. Starting training from scratch. |
[2026-03-20 05:06:50] [Rank 0] PRINT: No checkpoint found. Starting training from scratch. |
[2026-03-20 05:06:50] [Rank 0] PRINT: Starting warmup... |
[2026-03-20 05:06:50] [Rank 0] PRINT: Starting warmup... |
[2026-03-20 05:07:44] [Rank 0] PRINT: Warmup complete. |
[2026-03-20 05:07:44] [Rank 0] PRINT: Warmup complete. |
[2026-03-20 05:07:44] [Rank 0] PRINT: Starting training... |
[2026-03-20 05:07:44] [Rank 0] PRINT: Starting training... |
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