diff --git a/LTA_openwebtext_dualt/logs/lta_lm1b_nosep_step1000_pos0_probe.log b/LTA_openwebtext_dualt/logs/lta_lm1b_nosep_step1000_pos0_probe.log new file mode 100644 index 0000000000000000000000000000000000000000..694d31389ffb3238951651d9aae420ac70bc9c64 --- /dev/null +++ b/LTA_openwebtext_dualt/logs/lta_lm1b_nosep_step1000_pos0_probe.log @@ -0,0 +1,39 @@ +2026-05-25_15:24:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:25:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:25:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:26:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:26:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:27:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:27:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:28:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:28:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:29:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:29:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:30:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:30:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:31:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:31:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:32:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:32:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:33:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:33:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:34:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:34:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:35:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:35:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:36:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:36:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:37:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:37:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:38:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:38:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:39:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:39:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:40:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:40:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:41:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:41:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:42:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:42:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:43:20 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt +2026-05-25_15:43:50 waiting runs/lta_lm1b_dirichlet_len1024_Cv_to_2v_nosep_gbs512_b32_4gpu_20k_save1k_gumbelwatch_20260525/step_0001000.pt diff --git a/LTA_openwebtext_dualt/logs/lta_owt_bert_absrope_time4_dirichlet_len1024_C1_to_1024_mask1_sameT_gbs512_b32_8gpu_1m_save10k_20260526.log b/LTA_openwebtext_dualt/logs/lta_owt_bert_absrope_time4_dirichlet_len1024_C1_to_1024_mask1_sameT_gbs512_b32_8gpu_1m_save10k_20260526.log new file mode 100644 index 0000000000000000000000000000000000000000..15fd2c2e24df3c77ce468e0a2ae101d1acb23c68 --- /dev/null +++ b/LTA_openwebtext_dualt/logs/lta_owt_bert_absrope_time4_dirichlet_len1024_C1_to_1024_mask1_sameT_gbs512_b32_8gpu_1m_save10k_20260526.log @@ -0,0 +1,4894 @@ + +***************************************** +Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. +***************************************** +[W526 03:37:57.093690921 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 + +***************************************** +Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. +***************************************** +[W526 03:37:57.871431599 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 03:37:57.876945316 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 03:37:58.567078719 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 03:37:59.994693209 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +[W526 03:38:03.911990987 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 03:38:03.868276273 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +[W526 03:38:03.946418885 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +[W526 03:38:03.897767320 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 03:38:03.953053958 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 03:38:03.902842570 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +[W526 03:38:04.032443213 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +W0526 03:38:04.049000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10415 closing signal SIGTERM +W0526 03:38:04.049000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10416 closing signal SIGTERM +W0526 03:38:04.050000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10417 closing signal SIGTERM +W0526 03:38:04.050000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10418 closing signal SIGTERM +W0526 03:38:04.050000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10419 closing signal SIGTERM +W0526 03:38:04.051000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10420 closing signal SIGTERM +W0526 03:38:04.051000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10421 closing signal SIGTERM +W0526 03:38:04.051000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10422 closing signal SIGTERM +W0526 03:38:04.052000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10423 closing signal SIGTERM +W0526 03:38:04.052000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10424 closing signal SIGTERM +W0526 03:38:04.052000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10426 closing signal SIGTERM +W0526 03:38:04.053000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10427 closing signal SIGTERM +W0526 03:38:04.053000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10429 closing signal SIGTERM +W0526 03:38:04.053000 10328 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10430 closing signal SIGTERM +[W526 03:38:04.044061780 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +[W526 03:38:04.153800778 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 03:38:04.156843421 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +[W526 03:38:04.169766088 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +[W526 03:38:04.220213124 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 03:38:04.224253930 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +W0526 03:38:04.251000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10414 closing signal SIGTERM +W0526 03:38:04.252000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10415 closing signal SIGTERM +[W526 03:38:04.229379677 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +W0526 03:38:04.252000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10416 closing signal SIGTERM +W0526 03:38:04.253000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10417 closing signal SIGTERM +W0526 03:38:04.253000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10418 closing signal SIGTERM +W0526 03:38:04.253000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10419 closing signal SIGTERM +W0526 03:38:04.254000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10420 closing signal SIGTERM +W0526 03:38:04.254000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10421 closing signal SIGTERM +W0526 03:38:04.254000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10422 closing signal SIGTERM +W0526 03:38:04.255000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10423 closing signal SIGTERM +W0526 03:38:04.255000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10424 closing signal SIGTERM +W0526 03:38:04.256000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10425 closing signal SIGTERM +W0526 03:38:04.256000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10427 closing signal SIGTERM +W0526 03:38:04.256000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10429 closing signal SIGTERM +[W526 03:38:04.238155025 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 03:38:04.242090269 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +E0526 03:38:04.441000 10328 torch/distributed/elastic/multiprocessing/api.py:870] failed (exitcode: 1) local_rank: 10 (pid: 10425) of binary: /usr/bin/python +Traceback (most recent call last): + File "", line 198, in _run_module_as_main + File "", line 88, in _run_code + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/run.py", line 922, in + main() + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 355, in wrapper + return f(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/run.py", line 918, in main + run(args) + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/run.py", line 909, in run + elastic_launch( + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/launcher/api.py", line 139, in __call__ + return launch_agent(self._config, self._entrypoint, list(args)) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/launcher/api.py", line 270, in launch_agent + raise ChildFailedError( +torch.distributed.elastic.multiprocessing.errors.ChildFailedError: +============================================================ +train.py FAILED +------------------------------------------------------------ +Failures: +[1]: + time : 2026-05-26_03:38:04 + host : t-20260526112638-pws49-worker-1.t-20260526112638-pws49-worker.mlplatform-customtask.svc.cluster.local + rank : 29 (local_rank: 13) + exitcode : 1 (pid: 10428) + error_file: + traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html +------------------------------------------------------------ +Root Cause (first observed failure): +[0]: + time : 2026-05-26_03:38:04 + host : t-20260526112638-pws49-worker-1.t-20260526112638-pws49-worker.mlplatform-customtask.svc.cluster.local + rank : 26 (local_rank: 10) + exitcode : 1 (pid: 10425) + error_file: + traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html +============================================================ +E0526 03:38:04.648000 10326 torch/distributed/elastic/multiprocessing/api.py:870] failed (exitcode: 1) local_rank: 12 (pid: 10426) of binary: /usr/bin/python +Traceback (most recent call last): + File "", line 198, in _run_module_as_main + File "", line 88, in _run_code + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/run.py", line 922, in + main() + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 355, in wrapper + return f(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/run.py", line 918, in main + run(args) + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/run.py", line 909, in run + elastic_launch( + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/launcher/api.py", line 139, in __call__ + return launch_agent(self._config, self._entrypoint, list(args)) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/launcher/api.py", line 270, in launch_agent + raise ChildFailedError( +torch.distributed.elastic.multiprocessing.errors.ChildFailedError: +============================================================ +train.py FAILED +------------------------------------------------------------ +Failures: +[1]: + time : 2026-05-26_03:38:04 + host : t-20260526112638-pws49-worker-0.t-20260526112638-pws49-worker.mlplatform-customtask.svc.cluster.local + rank : 14 (local_rank: 14) + exitcode : 1 (pid: 10428) + error_file: + traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html +------------------------------------------------------------ +Root Cause (first observed failure): +[0]: + time : 2026-05-26_03:38:04 + host : t-20260526112638-pws49-worker-0.t-20260526112638-pws49-worker.mlplatform-customtask.svc.cluster.local + rank : 12 (local_rank: 12) + exitcode : 1 (pid: 10426) + error_file: + traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html +============================================================ + +***************************************** +Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. +***************************************** +[W526 03:40:16.451679757 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 03:40:16.468319815 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 + +***************************************** +Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. +***************************************** +[W526 03:40:17.346698433 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 03:40:17.581974113 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +W0526 03:40:22.339000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10414 closing signal SIGTERM +W0526 03:40:22.339000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10415 closing signal SIGTERM +W0526 03:40:22.340000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10416 closing signal SIGTERM +W0526 03:40:22.340000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10417 closing signal SIGTERM +W0526 03:40:22.340000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10418 closing signal SIGTERM +W0526 03:40:22.341000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10419 closing signal SIGTERM +W0526 03:40:22.341000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10420 closing signal SIGTERM +W0526 03:40:22.341000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10421 closing signal SIGTERM +W0526 03:40:22.342000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10422 closing signal SIGTERM +W0526 03:40:22.342000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10423 closing signal SIGTERM +W0526 03:40:22.342000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10424 closing signal SIGTERM +W0526 03:40:22.343000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10426 closing signal SIGTERM +W0526 03:40:22.343000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10428 closing signal SIGTERM +W0526 03:40:22.343000 10326 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10429 closing signal SIGTERM +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +E0526 03:40:22.672000 10326 torch/distributed/elastic/multiprocessing/api.py:870] failed (exitcode: 1) local_rank: 11 (pid: 10425) of binary: /usr/bin/python +Traceback (most recent call last): + File "", line 198, in _run_module_as_main + File "", line 88, in _run_code + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/run.py", line 922, in + main() + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 355, in wrapper + return f(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/run.py", line 918, in main + run(args) + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/run.py", line 909, in run + elastic_launch( + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/launcher/api.py", line 139, in __call__ + return launch_agent(self._config, self._entrypoint, list(args)) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/launcher/api.py", line 270, in launch_agent + raise ChildFailedError( +torch.distributed.elastic.multiprocessing.errors.ChildFailedError: +============================================================ +train.py FAILED +------------------------------------------------------------ +Failures: +[1]: + time : 2026-05-26_03:40:22 + host : t-20260526113925-d5mjr-worker-0.t-20260526113925-d5mjr-worker.mlplatform-customtask.svc.cluster.local + rank : 13 (local_rank: 13) + exitcode : 1 (pid: 10427) + error_file: + traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html +------------------------------------------------------------ +Root Cause (first observed failure): +[0]: + time : 2026-05-26_03:40:22 + host : t-20260526113925-d5mjr-worker-0.t-20260526113925-d5mjr-worker.mlplatform-customtask.svc.cluster.local + rank : 11 (local_rank: 11) + exitcode : 1 (pid: 10425) + error_file: + traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html +============================================================ +Traceback (most recent call last): + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 3143, in + main() + File "/e2e-data/evad-tech-vla/wanghan58/workspace/LTA_openwebtext_dualt/train.py", line 2203, in main + torch.cuda.set_device(local_rank) + File "/usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py", line 477, in set_device + torch._C._cuda_setDevice(device) +RuntimeError: CUDA error: invalid device ordinal +CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. +For debugging consider passing CUDA_LAUNCH_BLOCKING=1 +Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. + +W0526 03:40:22.936000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10417 closing signal SIGTERM +W0526 03:40:22.937000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10418 closing signal SIGTERM +W0526 03:40:22.937000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10419 closing signal SIGTERM +W0526 03:40:22.938000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10420 closing signal SIGTERM +W0526 03:40:22.938000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10421 closing signal SIGTERM +W0526 03:40:22.938000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10422 closing signal SIGTERM +W0526 03:40:22.939000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10423 closing signal SIGTERM +W0526 03:40:22.939000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10424 closing signal SIGTERM +W0526 03:40:22.940000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10425 closing signal SIGTERM +W0526 03:40:22.940000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10426 closing signal SIGTERM +W0526 03:40:22.940000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10427 closing signal SIGTERM +W0526 03:40:22.941000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10428 closing signal SIGTERM +W0526 03:40:22.941000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10429 closing signal SIGTERM +W0526 03:40:22.941000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10430 closing signal SIGTERM +W0526 03:40:22.942000 10330 torch/distributed/elastic/multiprocessing/api.py:898] Sending process 10431 closing signal SIGTERM +E0526 03:40:23.235000 10330 torch/distributed/elastic/multiprocessing/api.py:870] failed (exitcode: 1) local_rank: 15 (pid: 10432) of binary: /usr/bin/python +Traceback (most recent call last): + File "", line 198, in _run_module_as_main + File "", line 88, in _run_code + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/run.py", line 922, in + main() + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 355, in wrapper + return f(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/run.py", line 918, in main + run(args) + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/run.py", line 909, in run + elastic_launch( + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/launcher/api.py", line 139, in __call__ + return launch_agent(self._config, self._entrypoint, list(args)) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/dist-packages/torch/distributed/launcher/api.py", line 270, in launch_agent + raise ChildFailedError( +torch.distributed.elastic.multiprocessing.errors.ChildFailedError: +============================================================ +train.py FAILED +------------------------------------------------------------ +Failures: + +------------------------------------------------------------ +Root Cause (first observed failure): +[0]: + time : 2026-05-26_03:40:22 + host : t-20260526113925-d5mjr-worker-1.t-20260526113925-d5mjr-worker.mlplatform-customtask.svc.cluster.local + rank : 31 (local_rank: 15) + exitcode : 1 (pid: 10432) + error_file: + traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html +============================================================ + +***************************************** +Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. +***************************************** +[W526 04:17:42.380324095 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:42.756368134 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 + +***************************************** +Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. +***************************************** +[W526 04:17:43.271142260 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:43.278755849 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:43.817145542 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:44.534426940 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.403295325 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.361258683 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.363797483 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.420287105 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.391366453 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.395549846 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.400297952 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.404409929 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.504259498 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.507239651 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.508876442 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.563589088 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.516579755 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.572492020 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.572766612 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.572833772 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.572943082 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.573999024 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.517259885 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.518082281 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.519504635 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.519679074 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.520059760 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.523521731 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.528417926 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.531870509 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.536300470 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.540022745 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.543772002 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.546938610 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.550367113 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W526 04:17:48.554194792 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +t-20260526114253-dp4lq-worker-0:10418:10418 [0] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth1 +t-20260526114253-dp4lq-worker-0:10418:10418 [0] NCCL INFO Bootstrap: Using eth1:10.82.112.103<0> +t-20260526114253-dp4lq-worker-0:10418:10418 [0] NCCL INFO cudaDriverVersion 12080 +t-20260526114253-dp4lq-worker-0:10418:10418 [0] NCCL INFO NCCL version 2.25.1+cuda12.8 +t-20260526114253-dp4lq-worker-0:10418:10418 [0] NCCL INFO Comm config Blocking set to 1 +t-20260526114253-dp4lq-worker-0:10423:10423 [5] NCCL INFO cudaDriverVersion 12080 +t-20260526114253-dp4lq-worker-0:10423:10423 [5] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth1 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NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260526114253-dp4lq-worker-1:10421:10497 [0] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260526114253-dp4lq-worker-1:10421:10497 [0] NCCL INFO Setting affinity for GPU 0 to 03ffffff,ffffffff,ffffffff +t-20260526114253-dp4lq-worker-1:10425:10499 [4] NCCL INFO Setting affinity for GPU 4 to 0fffff,ffffffff,ffffffff,fc000000,00000000,00000000 +t-20260526114253-dp4lq-worker-1:10428:10498 [7] NCCL INFO Setting affinity for GPU 7 to 0fffff,ffffffff,ffffffff,fc000000,00000000,00000000 +t-20260526114253-dp4lq-worker-1:10428:10498 [7] NCCL INFO NVLS multicast support is available on dev 7 +t-20260526114253-dp4lq-worker-1:10425:10499 [4] NCCL INFO NVLS multicast support is available on dev 4 +t-20260526114253-dp4lq-worker-1:10421:10497 [0] NCCL INFO NVLS multicast support is available on dev 0 +t-20260526114253-dp4lq-worker-1:10427:10494 [6] NCCL INFO Setting affinity for GPU 6 to 0fffff,ffffffff,ffffffff,fc000000,00000000,00000000 +t-20260526114253-dp4lq-worker-1:10423:10493 [2] NCCL INFO Setting affinity for GPU 2 to 03ffffff,ffffffff,ffffffff +t-20260526114253-dp4lq-worker-1:10423:10493 [2] NCCL INFO NVLS multicast support is available on dev 2 +t-20260526114253-dp4lq-worker-1:10427:10494 [6] NCCL INFO NVLS multicast support is available on dev 6 +t-20260526114253-dp4lq-worker-1:10424:10495 [3] NCCL INFO Setting affinity for GPU 3 to 03ffffff,ffffffff,ffffffff +t-20260526114253-dp4lq-worker-1:10424:10495 [3] NCCL INFO NVLS multicast support is available on dev 3 +t-20260526114253-dp4lq-worker-1:10426:10500 [5] NCCL INFO Setting affinity for GPU 5 to 0fffff,ffffffff,ffffffff,fc000000,00000000,00000000 +t-20260526114253-dp4lq-worker-1:10422:10496 [1] NCCL INFO Setting affinity for GPU 1 to 03ffffff,ffffffff,ffffffff +t-20260526114253-dp4lq-worker-1:10422:10496 [1] NCCL INFO NVLS multicast support is available on dev 1 +t-20260526114253-dp4lq-worker-1:10426:10500 [5] NCCL INFO NVLS multicast support is available on dev 5 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO Setting affinity for GPU 3 to 03ffffff,ffffffff,ffffffff +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO Setting affinity for GPU 4 to 0fffff,ffffffff,ffffffff,fc000000,00000000,00000000 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO NVLS multicast support is available on dev 3 +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO NVLS multicast support is available on dev 4 +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO Setting affinity for GPU 1 to 03ffffff,ffffffff,ffffffff +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO Setting affinity for GPU 2 to 03ffffff,ffffffff,ffffffff +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO NVLS multicast support is available on dev 1 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Setting affinity for GPU 0 to 03ffffff,ffffffff,ffffffff +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO NVLS multicast support is available on dev 2 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO Setting affinity for GPU 7 to 0fffff,ffffffff,ffffffff,fc000000,00000000,00000000 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO NVLS multicast support is available on dev 7 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO Setting affinity for GPU 6 to 0fffff,ffffffff,ffffffff,fc000000,00000000,00000000 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO NVLS multicast support is available on dev 6 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO NVLS multicast support is available on dev 0 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO Setting affinity for GPU 5 to 0fffff,ffffffff,ffffffff,fc000000,00000000,00000000 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO NVLS multicast support is available on dev 5 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO comm 0xa0abf80 rank 7 nRanks 16 nNodes 2 localRanks 8 localRank 7 MNNVL 0 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO comm 0xb610dd0 rank 6 nRanks 16 nNodes 2 localRanks 8 localRank 6 MNNVL 0 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO NVLS Head 0: 0 8 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO NVLS Head 1: 1 9 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO NVLS Head 2: 2 10 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO NVLS Head 3: 3 11 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO NVLS Head 4: 4 12 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO NVLS Head 5: 5 13 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO NVLS Head 6: 6 14 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO NVLS Head 0: 0 8 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO NVLS Head 7: 7 15 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO NVLS Head 1: 1 9 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO comm 0xb8f3740 rank 5 nRanks 16 nNodes 2 localRanks 8 localRank 5 MNNVL 0 +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO comm 0xaab7000 rank 2 nRanks 16 nNodes 2 localRanks 8 localRank 2 MNNVL 0 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO NVLS Head 2: 2 10 +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO comm 0xb3c0240 rank 4 nRanks 16 nNodes 2 localRanks 8 localRank 4 MNNVL 0 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO NVLS Head 3: 3 11 +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO comm 0xaf4b780 rank 1 nRanks 16 nNodes 2 localRanks 8 localRank 1 MNNVL 0 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO NVLS Head 4: 4 12 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO comm 0x9f7a400 rank 0 nRanks 16 nNodes 2 localRanks 8 localRank 0 MNNVL 0 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO NVLS Head 5: 5 13 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO comm 0x9bd4350 rank 3 nRanks 16 nNodes 2 localRanks 8 localRank 3 MNNVL 0 +t-20260526114253-dp4lq-worker-1:10428:10498 [7] NCCL INFO comm 0xab2f540 rank 15 nRanks 16 nNodes 2 localRanks 8 localRank 7 MNNVL 0 +t-20260526114253-dp4lq-worker-1:10427:10494 [6] NCCL INFO comm 0xa86b1c0 rank 14 nRanks 16 nNodes 2 localRanks 8 localRank 6 MNNVL 0 +t-20260526114253-dp4lq-worker-1:10423:10493 [2] NCCL INFO comm 0xa0f0bd0 rank 10 nRanks 16 nNodes 2 localRanks 8 localRank 2 MNNVL 0 +t-20260526114253-dp4lq-worker-1:10422:10496 [1] NCCL INFO comm 0xa0a3780 rank 9 nRanks 16 nNodes 2 localRanks 8 localRank 1 MNNVL 0 +t-20260526114253-dp4lq-worker-1:10426:10500 [5] NCCL INFO comm 0xa3d0d20 rank 13 nRanks 16 nNodes 2 localRanks 8 localRank 5 MNNVL 0 +t-20260526114253-dp4lq-worker-1:10425:10499 [4] NCCL INFO comm 0xb4b5900 rank 12 nRanks 16 nNodes 2 localRanks 8 localRank 4 MNNVL 0 +t-20260526114253-dp4lq-worker-1:10424:10495 [3] NCCL INFO comm 0xa804150 rank 11 nRanks 16 nNodes 2 localRanks 8 localRank 3 MNNVL 0 +t-20260526114253-dp4lq-worker-1:10428:10498 [7] NCCL INFO Trees [0] -1/-1/-1->15->14 [1] 8/-1/-1->15->14 [2] 8/-1/-1->15->14 [3] 8/-1/-1->15->14 [4] 8/-1/-1->15->14 [5] 8/-1/-1->15->14 [6] 8/-1/-1->15->14 [7] 8/-1/-1->15->7 [8] -1/-1/-1->15->14 [9] 8/-1/-1->15->14 [10] 8/-1/-1->15->14 [11] 8/-1/-1->15->14 [12] 8/-1/-1->15->14 [13] 8/-1/-1->15->14 [14] 8/-1/-1->15->14 [15] 8/7/-1->15->-1 +t-20260526114253-dp4lq-worker-1:10428:10498 [7] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-1:10427:10494 [6] NCCL INFO Trees [0] 15/-1/-1->14->13 [1] 15/-1/-1->14->13 [2] 15/-1/-1->14->13 [3] 15/-1/-1->14->13 [4] 15/-1/-1->14->13 [5] 15/-1/-1->14->13 [6] 15/-1/-1->14->6 [7] -1/-1/-1->14->13 [8] 15/-1/-1->14->13 [9] 15/-1/-1->14->13 [10] 15/-1/-1->14->13 [11] 15/-1/-1->14->13 [12] 15/-1/-1->14->13 [13] 15/-1/-1->14->13 [14] 15/6/-1->14->-1 [15] -1/-1/-1->14->13 +t-20260526114253-dp4lq-worker-1:10423:10493 [2] NCCL INFO Trees [0] 11/-1/-1->10->9 [1] 11/-1/-1->10->9 [2] 11/-1/-1->10->2 [3] -1/-1/-1->10->9 [4] 11/-1/-1->10->9 [5] 11/-1/-1->10->9 [6] 11/-1/-1->10->9 [7] 11/-1/-1->10->9 [8] 11/-1/-1->10->9 [9] 11/-1/-1->10->9 [10] 11/2/-1->10->-1 [11] -1/-1/-1->10->9 [12] 11/-1/-1->10->9 [13] 11/-1/-1->10->9 [14] 11/-1/-1->10->9 [15] 11/-1/-1->10->9 +t-20260526114253-dp4lq-worker-1:10427:10494 [6] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-1:10422:10496 [1] NCCL INFO Trees [0] 10/-1/-1->9->8 [1] 10/-1/-1->9->1 [2] -1/-1/-1->9->8 [3] 10/-1/-1->9->8 [4] 10/-1/-1->9->8 [5] 10/-1/-1->9->8 [6] 10/-1/-1->9->8 [7] 10/-1/-1->9->8 [8] 10/-1/-1->9->8 [9] 10/1/-1->9->-1 [10] -1/-1/-1->9->8 [11] 10/-1/-1->9->8 [12] 10/-1/-1->9->8 [13] 10/-1/-1->9->8 [14] 10/-1/-1->9->8 [15] 10/-1/-1->9->8 +t-20260526114253-dp4lq-worker-1:10423:10493 [2] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-1:10425:10499 [4] NCCL INFO Trees [0] 13/-1/-1->12->11 [1] 13/-1/-1->12->11 [2] 13/-1/-1->12->11 [3] 13/-1/-1->12->11 [4] 13/-1/-1->12->4 [5] -1/-1/-1->12->11 [6] 13/-1/-1->12->11 [7] 13/-1/-1->12->11 [8] 13/-1/-1->12->11 [9] 13/-1/-1->12->11 [10] 13/-1/-1->12->11 [11] 13/-1/-1->12->11 [12] 13/4/-1->12->-1 [13] -1/-1/-1->12->11 [14] 13/-1/-1->12->11 [15] 13/-1/-1->12->11 +t-20260526114253-dp4lq-worker-1:10424:10495 [3] NCCL INFO Trees [0] 12/-1/-1->11->10 [1] 12/-1/-1->11->10 [2] 12/-1/-1->11->10 [3] 12/-1/-1->11->3 [4] -1/-1/-1->11->10 [5] 12/-1/-1->11->10 [6] 12/-1/-1->11->10 [7] 12/-1/-1->11->10 [8] 12/-1/-1->11->10 [9] 12/-1/-1->11->10 [10] 12/-1/-1->11->10 [11] 12/3/-1->11->-1 [12] -1/-1/-1->11->10 [13] 12/-1/-1->11->10 [14] 12/-1/-1->11->10 [15] 12/-1/-1->11->10 +t-20260526114253-dp4lq-worker-1:10421:10497 [0] NCCL INFO comm 0xa387780 rank 8 nRanks 16 nNodes 2 localRanks 8 localRank 0 MNNVL 0 +t-20260526114253-dp4lq-worker-1:10422:10496 [1] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-1:10425:10499 [4] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-1:10424:10495 [3] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-1:10426:10500 [5] NCCL INFO Trees [0] 14/-1/-1->13->12 [1] 14/-1/-1->13->12 [2] 14/-1/-1->13->12 [3] 14/-1/-1->13->12 [4] 14/-1/-1->13->12 [5] 14/-1/-1->13->5 [6] -1/-1/-1->13->12 [7] 14/-1/-1->13->12 [8] 14/-1/-1->13->12 [9] 14/-1/-1->13->12 [10] 14/-1/-1->13->12 [11] 14/-1/-1->13->12 [12] 14/-1/-1->13->12 [13] 14/5/-1->13->-1 [14] -1/-1/-1->13->12 [15] 14/-1/-1->13->12 +t-20260526114253-dp4lq-worker-1:10426:10500 [5] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-1:10421:10497 [0] NCCL INFO Trees [0] 9/-1/-1->8->0 [1] -1/-1/-1->8->15 [2] 9/-1/-1->8->15 [3] 9/-1/-1->8->15 [4] 9/-1/-1->8->15 [5] 9/-1/-1->8->15 [6] 9/-1/-1->8->15 [7] 9/-1/-1->8->15 [8] 9/0/-1->8->-1 [9] -1/-1/-1->8->15 [10] 9/-1/-1->8->15 [11] 9/-1/-1->8->15 [12] 9/-1/-1->8->15 [13] 9/-1/-1->8->15 [14] 9/-1/-1->8->15 [15] 9/-1/-1->8->15 +t-20260526114253-dp4lq-worker-1:10421:10497 [0] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-1:10428:10596 [7] NCCL INFO [Proxy Service] Device 7 CPU core 108 +t-20260526114253-dp4lq-worker-1:10427:10598 [6] NCCL INFO [Proxy Service] Device 6 CPU core 92 +t-20260526114253-dp4lq-worker-1:10422:10597 [1] NCCL INFO [Proxy Service] Device 1 CPU core 47 +t-20260526114253-dp4lq-worker-1:10428:10602 [7] NCCL INFO [Proxy Service UDS] Device 7 CPU core 110 +t-20260526114253-dp4lq-worker-1:10422:10603 [1] NCCL INFO [Proxy Service UDS] Device 1 CPU core 48 +t-20260526114253-dp4lq-worker-1:10424:10600 [3] NCCL INFO [Proxy Service] Device 3 CPU core 2 +t-20260526114253-dp4lq-worker-1:10423:10601 [2] NCCL INFO [Proxy Service] Device 2 CPU core 18 +t-20260526114253-dp4lq-worker-1:10425:10599 [4] NCCL INFO [Proxy Service] Device 4 CPU core 176 +t-20260526114253-dp4lq-worker-1:10427:10605 [6] NCCL INFO [Proxy Service UDS] Device 6 CPU core 96 +t-20260526114253-dp4lq-worker-1:10425:10606 [4] NCCL INFO [Proxy Service UDS] Device 4 CPU core 94 +t-20260526114253-dp4lq-worker-1:10426:10609 [5] NCCL INFO [Proxy Service] Device 5 CPU core 92 +t-20260526114253-dp4lq-worker-1:10424:10608 [3] NCCL INFO [Proxy Service UDS] Device 3 CPU core 4 +t-20260526114253-dp4lq-worker-1:10423:10607 [2] NCCL INFO [Proxy Service UDS] Device 2 CPU core 21 +t-20260526114253-dp4lq-worker-1:10421:10604 [0] NCCL INFO [Proxy Service] Device 0 CPU core 83 +t-20260526114253-dp4lq-worker-1:10421:10610 [0] NCCL INFO [Proxy Service UDS] Device 0 CPU core 84 +t-20260526114253-dp4lq-worker-1:10426:10611 [5] NCCL INFO [Proxy Service UDS] Device 5 CPU core 100 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO NVLS Head 6: 6 14 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO NVLS Head 0: 0 8 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO Trees [0] -1/-1/-1->7->6 [1] 0/-1/-1->7->6 [2] 0/-1/-1->7->6 [3] 0/-1/-1->7->6 [4] 0/-1/-1->7->6 [5] 0/-1/-1->7->6 [6] 0/-1/-1->7->6 [7] 0/15/-1->7->-1 [8] -1/-1/-1->7->6 [9] 0/-1/-1->7->6 [10] 0/-1/-1->7->6 [11] 0/-1/-1->7->6 [12] 0/-1/-1->7->6 [13] 0/-1/-1->7->6 [14] 0/-1/-1->7->6 [15] 0/-1/-1->7->15 +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO NVLS Head 0: 0 8 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO NVLS Head 7: 7 15 +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO NVLS Head 0: 0 8 +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO NVLS Head 1: 1 9 +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO NVLS Head 0: 0 8 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO NVLS Head 1: 1 9 +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO NVLS Head 1: 1 9 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO NVLS Head 0: 0 8 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO NVLS Head 2: 2 10 +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO NVLS Head 1: 1 9 +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO NVLS Head 2: 2 10 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO NVLS Head 0: 0 8 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO NVLS Head 2: 2 10 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO NVLS Head 1: 1 9 +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO NVLS Head 2: 2 10 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO NVLS Head 1: 1 9 +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO NVLS Head 3: 3 11 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO Trees [0] 7/-1/-1->6->5 [1] 7/-1/-1->6->5 [2] 7/-1/-1->6->5 [3] 7/-1/-1->6->5 [4] 7/-1/-1->6->5 [5] 7/-1/-1->6->5 [6] 7/14/-1->6->-1 [7] -1/-1/-1->6->5 [8] 7/-1/-1->6->5 [9] 7/-1/-1->6->5 [10] 7/-1/-1->6->5 [11] 7/-1/-1->6->5 [12] 7/-1/-1->6->5 [13] 7/-1/-1->6->5 [14] 7/-1/-1->6->14 [15] -1/-1/-1->6->5 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO NVLS Head 3: 3 11 +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO NVLS Head 3: 3 11 +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO NVLS Head 3: 3 11 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO NVLS Head 2: 2 10 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO NVLS Head 4: 4 12 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO NVLS Head 2: 2 10 +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO NVLS Head 4: 4 12 +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO NVLS Head 4: 4 12 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO NVLS Head 5: 5 13 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO NVLS Head 3: 3 11 +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO NVLS Head 4: 4 12 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO NVLS Head 5: 5 13 +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO NVLS Head 5: 5 13 +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO NVLS Head 5: 5 13 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO NVLS Head 6: 6 14 +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO NVLS Head 6: 6 14 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO NVLS Head 3: 3 11 +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO NVLS Head 6: 6 14 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO NVLS Head 4: 4 12 +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO NVLS Head 6: 6 14 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO NVLS Head 4: 4 12 +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO NVLS Head 7: 7 15 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO NVLS Head 7: 7 15 +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO NVLS Head 7: 7 15 +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO NVLS Head 7: 7 15 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO NVLS Head 5: 5 13 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO NVLS Head 5: 5 13 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO NVLS Head 6: 6 14 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO NVLS Head 6: 6 14 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO NVLS Head 7: 7 15 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO NVLS Head 7: 7 15 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 00/16 : 0 7 6 5 4 3 2 1 9 10 11 12 13 14 15 8 +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO Trees [0] 3/-1/-1->2->1 [1] 3/-1/-1->2->1 [2] 3/10/-1->2->-1 [3] -1/-1/-1->2->1 [4] 3/-1/-1->2->1 [5] 3/-1/-1->2->1 [6] 3/-1/-1->2->1 [7] 3/-1/-1->2->1 [8] 3/-1/-1->2->1 [9] 3/-1/-1->2->1 [10] 3/-1/-1->2->10 [11] -1/-1/-1->2->1 [12] 3/-1/-1->2->1 [13] 3/-1/-1->2->1 [14] 3/-1/-1->2->1 [15] 3/-1/-1->2->1 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO Trees [0] 6/-1/-1->5->4 [1] 6/-1/-1->5->4 [2] 6/-1/-1->5->4 [3] 6/-1/-1->5->4 [4] 6/-1/-1->5->4 [5] 6/13/-1->5->-1 [6] -1/-1/-1->5->4 [7] 6/-1/-1->5->4 [8] 6/-1/-1->5->4 [9] 6/-1/-1->5->4 [10] 6/-1/-1->5->4 [11] 6/-1/-1->5->4 [12] 6/-1/-1->5->4 [13] 6/-1/-1->5->13 [14] -1/-1/-1->5->4 [15] 6/-1/-1->5->4 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 01/16 : 0 8 15 14 13 12 11 10 9 1 2 3 4 5 6 7 +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO Trees [0] 2/-1/-1->1->0 [1] 2/9/-1->1->-1 [2] -1/-1/-1->1->0 [3] 2/-1/-1->1->0 [4] 2/-1/-1->1->0 [5] 2/-1/-1->1->0 [6] 2/-1/-1->1->0 [7] 2/-1/-1->1->0 [8] 2/-1/-1->1->0 [9] 2/-1/-1->1->9 [10] -1/-1/-1->1->0 [11] 2/-1/-1->1->0 [12] 2/-1/-1->1->0 [13] 2/-1/-1->1->0 [14] 2/-1/-1->1->0 [15] 2/-1/-1->1->0 +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO Trees [0] 5/-1/-1->4->3 [1] 5/-1/-1->4->3 [2] 5/-1/-1->4->3 [3] 5/-1/-1->4->3 [4] 5/12/-1->4->-1 [5] -1/-1/-1->4->3 [6] 5/-1/-1->4->3 [7] 5/-1/-1->4->3 [8] 5/-1/-1->4->3 [9] 5/-1/-1->4->3 [10] 5/-1/-1->4->3 [11] 5/-1/-1->4->3 [12] 5/-1/-1->4->12 [13] -1/-1/-1->4->3 [14] 5/-1/-1->4->3 [15] 5/-1/-1->4->3 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 02/16 : 0 7 6 5 4 3 11 12 13 14 15 8 9 10 2 1 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO Trees [0] 4/-1/-1->3->2 [1] 4/-1/-1->3->2 [2] 4/-1/-1->3->2 [3] 4/11/-1->3->-1 [4] -1/-1/-1->3->2 [5] 4/-1/-1->3->2 [6] 4/-1/-1->3->2 [7] 4/-1/-1->3->2 [8] 4/-1/-1->3->2 [9] 4/-1/-1->3->2 [10] 4/-1/-1->3->2 [11] 4/-1/-1->3->11 [12] -1/-1/-1->3->2 [13] 4/-1/-1->3->2 [14] 4/-1/-1->3->2 [15] 4/-1/-1->3->2 +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 03/16 : 0 1 2 10 9 8 15 14 13 12 11 3 4 5 6 7 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 04/16 : 0 7 6 5 13 14 15 8 9 10 11 12 4 3 2 1 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 05/16 : 0 1 2 3 4 12 11 10 9 8 15 14 13 5 6 7 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 06/16 : 0 7 15 8 9 10 11 12 13 14 6 5 4 3 2 1 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 07/16 : 0 1 2 3 4 5 6 14 13 12 11 10 9 8 15 7 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 08/16 : 0 7 6 5 4 3 2 1 9 10 11 12 13 14 15 8 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 09/16 : 0 8 15 14 13 12 11 10 9 1 2 3 4 5 6 7 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 10/16 : 0 7 6 5 4 3 11 12 13 14 15 8 9 10 2 1 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 11/16 : 0 1 2 10 9 8 15 14 13 12 11 3 4 5 6 7 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 12/16 : 0 7 6 5 13 14 15 8 9 10 11 12 4 3 2 1 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 13/16 : 0 1 2 3 4 12 11 10 9 8 15 14 13 5 6 7 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 14/16 : 0 7 15 8 9 10 11 12 13 14 6 5 4 3 2 1 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Channel 15/16 : 0 1 2 3 4 5 6 14 13 12 11 10 9 8 15 7 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Trees [0] 1/8/-1->0->-1 [1] -1/-1/-1->0->7 [2] 1/-1/-1->0->7 [3] 1/-1/-1->0->7 [4] 1/-1/-1->0->7 [5] 1/-1/-1->0->7 [6] 1/-1/-1->0->7 [7] 1/-1/-1->0->7 [8] 1/-1/-1->0->8 [9] -1/-1/-1->0->7 [10] 1/-1/-1->0->7 [11] 1/-1/-1->0->7 [12] 1/-1/-1->0->7 [13] 1/-1/-1->0->7 [14] 1/-1/-1->0->7 [15] 1/-1/-1->0->7 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO P2P Chunksize set to 131072 +t-20260526114253-dp4lq-worker-0:10424:10573 [6] NCCL INFO [Proxy Service] Device 6 CPU core 126 +t-20260526114253-dp4lq-worker-0:10425:10572 [7] NCCL INFO [Proxy Service] Device 7 CPU core 122 +t-20260526114253-dp4lq-worker-0:10425:10575 [7] NCCL INFO [Proxy Service UDS] Device 7 CPU core 128 +t-20260526114253-dp4lq-worker-0:10423:10574 [5] NCCL INFO [Proxy Service] Device 5 CPU core 166 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Check P2P Type intraNodeP2pSupport 1 directMode 0 +t-20260526114253-dp4lq-worker-0:10423:10578 [5] NCCL INFO [Proxy Service UDS] Device 5 CPU core 168 +t-20260526114253-dp4lq-worker-0:10424:10576 [6] NCCL INFO [Proxy Service UDS] Device 6 CPU core 128 +t-20260526114253-dp4lq-worker-0:10419:10580 [1] NCCL INFO [Proxy Service] Device 1 CPU core 56 +t-20260526114253-dp4lq-worker-0:10420:10577 [2] NCCL INFO [Proxy Service] Device 2 CPU core 74 +t-20260526114253-dp4lq-worker-0:10422:10579 [4] NCCL INFO [Proxy Service] Device 4 CPU core 93 +t-20260526114253-dp4lq-worker-0:10420:10581 [2] NCCL INFO [Proxy Service UDS] Device 2 CPU core 76 +t-20260526114253-dp4lq-worker-0:10422:10582 [4] NCCL INFO [Proxy Service UDS] Device 4 CPU core 95 +t-20260526114253-dp4lq-worker-0:10419:10583 [1] NCCL INFO [Proxy Service UDS] Device 1 CPU core 59 +t-20260526114253-dp4lq-worker-0:10418:10585 [0] NCCL INFO [Proxy Service] Device 0 CPU core 3 +t-20260526114253-dp4lq-worker-0:10421:10584 [3] NCCL INFO [Proxy Service] Device 3 CPU core 2 +t-20260526114253-dp4lq-worker-0:10421:10586 [3] NCCL INFO [Proxy Service UDS] Device 3 CPU core 4 +t-20260526114253-dp4lq-worker-0:10418:10587 [0] NCCL INFO [Proxy Service UDS] Device 0 CPU core 6 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO CC Off, workFifoBytes 1048576 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO ncclCommInitRankConfig comm 0xa0abf80 rank 7 nranks 16 cudaDev 7 nvmlDev 7 busId 75020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO ncclCommInitRankConfig comm 0xb8f3740 rank 5 nranks 16 cudaDev 5 nvmlDev 5 busId 71020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO ncclCommInitRankConfig comm 0x9f7a400 rank 0 nranks 16 cudaDev 0 nvmlDev 0 busId 65040 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO ncclCommInitRankConfig comm 0xb3c0240 rank 4 nranks 16 cudaDev 4 nvmlDev 4 busId 6f020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO ncclCommInitRankConfig comm 0x9bd4350 rank 3 nranks 16 cudaDev 3 nvmlDev 3 busId 6b020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-0:10425:10495 [7] NCCL INFO Init timings - ncclCommInitRankConfig: rank 7 nranks 16 total 2.25 (kernels 0.19, alloc 1.26, bootstrap 0.00, allgathers 0.01, topo 0.54, graphs 0.01, connections 0.22, rest 0.01) +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO ncclCommInitRankConfig comm 0xb610dd0 rank 6 nranks 16 cudaDev 6 nvmlDev 6 busId 73020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-0:10418:10490 [0] NCCL INFO Init timings - ncclCommInitRankConfig: rank 0 nranks 16 total 2.26 (kernels 0.19, alloc 1.26, bootstrap 0.02, allgathers 0.00, topo 0.54, graphs 0.02, connections 0.22, rest 0.02) +t-20260526114253-dp4lq-worker-0:10423:10491 [5] NCCL INFO Init timings - ncclCommInitRankConfig: rank 5 nranks 16 total 2.25 (kernels 0.19, alloc 1.25, bootstrap 0.02, allgathers 0.01, topo 0.54, graphs 0.01, connections 0.22, rest 0.01) +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO ncclCommInitRankConfig comm 0xaf4b780 rank 1 nranks 16 cudaDev 1 nvmlDev 1 busId 67020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO ncclCommInitRankConfig comm 0xaab7000 rank 2 nranks 16 cudaDev 2 nvmlDev 2 busId 69020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-0:10422:10493 [4] NCCL INFO Init timings - ncclCommInitRankConfig: rank 4 nranks 16 total 2.25 (kernels 0.19, alloc 1.25, bootstrap 0.02, allgathers 0.01, topo 0.54, graphs 0.01, connections 0.23, rest 0.00) +t-20260526114253-dp4lq-worker-0:10421:10496 [3] NCCL INFO Init timings - ncclCommInitRankConfig: rank 3 nranks 16 total 2.25 (kernels 0.19, alloc 1.26, bootstrap 0.00, allgathers 0.00, topo 0.54, graphs 0.02, connections 0.22, rest 0.01) +t-20260526114253-dp4lq-worker-0:10424:10497 [6] NCCL INFO Init timings - ncclCommInitRankConfig: rank 6 nranks 16 total 2.24 (kernels 0.19, alloc 1.26, bootstrap 0.00, allgathers 0.01, topo 0.54, graphs 0.01, connections 0.22, rest 0.01) +t-20260526114253-dp4lq-worker-0:10419:10494 [1] NCCL INFO Init timings - ncclCommInitRankConfig: rank 1 nranks 16 total 2.25 (kernels 0.21, alloc 1.24, bootstrap 0.00, allgathers 0.01, topo 0.54, graphs 0.01, connections 0.22, rest 0.01) +t-20260526114253-dp4lq-worker-0:10420:10492 [2] NCCL INFO Init timings - ncclCommInitRankConfig: rank 2 nranks 16 total 2.25 (kernels 0.19, alloc 1.26, bootstrap 0.00, allgathers 0.01, topo 0.54, graphs 0.01, connections 0.22, rest 0.01) +t-20260526114253-dp4lq-worker-0:10423:10597 [5] NCCL INFO Channel 01/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10423:10597 [5] NCCL INFO Channel 03/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10423:10597 [5] NCCL INFO Channel 05/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10424:10598 [6] NCCL INFO Channel 01/0 : 6[6] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10424:10598 [6] NCCL INFO Channel 03/0 : 6[6] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 03/0 : 0[0] -> 1[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10424:10598 [6] NCCL INFO Channel 05/0 : 6[6] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10424:10598 [6] NCCL INFO Channel 09/0 : 6[6] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 05/0 : 0[0] -> 1[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10424:10598 [6] NCCL INFO Channel 11/0 : 6[6] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 07/0 : 0[0] -> 1[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10424:10598 [6] NCCL INFO Channel 13/0 : 6[6] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10423:10597 [5] NCCL INFO Channel 07/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10423:10597 [5] NCCL INFO Channel 09/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10423:10597 [5] NCCL INFO Channel 11/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 11/0 : 0[0] -> 1[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 13/0 : 0[0] -> 1[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10421:10600 [3] NCCL INFO Channel 01/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 15/0 : 0[0] -> 1[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10421:10600 [3] NCCL INFO Channel 03/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10421:10600 [3] NCCL INFO Channel 05/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10421:10600 [3] NCCL INFO Channel 07/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 01/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10421:10600 [3] NCCL INFO Channel 09/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 03/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10421:10600 [3] NCCL INFO Channel 11/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10421:10600 [3] NCCL INFO Channel 13/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10423:10597 [5] NCCL INFO Channel 13/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10421:10600 [3] NCCL INFO Channel 15/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 05/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10423:10597 [5] NCCL INFO Channel 15/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 07/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 09/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 11/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 01/0 : 4[4] -> 5[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 13/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 03/0 : 4[4] -> 5[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 07/0 : 4[4] -> 5[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 15/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 09/0 : 4[4] -> 5[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 00/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 11/0 : 4[4] -> 5[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 15/0 : 4[4] -> 5[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 02/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 04/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 06/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 08/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 10/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 12/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 14/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10420:10604 [2] NCCL INFO Channel 01/0 : 2[2] -> 3[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10424:10598 [6] NCCL INFO Channel 06/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10604 [2] NCCL INFO Channel 05/0 : 2[2] -> 3[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10420:10604 [2] NCCL INFO Channel 07/0 : 2[2] -> 3[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10420:10604 [2] NCCL INFO Channel 09/0 : 2[2] -> 3[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10424:10605 [6] NCCL INFO [Proxy Progress] Device 6 CPU core 126 +t-20260526114253-dp4lq-worker-0:10420:10604 [2] NCCL INFO Channel 13/0 : 2[2] -> 3[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10420:10604 [2] NCCL INFO Channel 15/0 : 2[2] -> 3[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 04/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10597 [5] NCCL INFO Channel 05/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10607 [5] NCCL INFO [Proxy Progress] Device 5 CPU core 166 +t-20260526114253-dp4lq-worker-0:10422:10606 [4] NCCL INFO [Proxy Progress] Device 4 CPU core 94 +t-20260526114253-dp4lq-worker-0:10425:10602 [7] NCCL INFO Channel 07/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10608 [7] NCCL INFO [Proxy Progress] Device 7 CPU core 124 +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 00/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 08/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 01/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10609 [0] NCCL INFO [Proxy Progress] Device 0 CPU core 5 +t-20260526114253-dp4lq-worker-0:10418:10601 [0] NCCL INFO Channel 09/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 01/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10610 [1] NCCL INFO [Proxy Progress] Device 1 CPU core 56 +t-20260526114253-dp4lq-worker-0:10420:10604 [2] NCCL INFO Channel 02/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10600 [3] NCCL INFO Channel 03/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10611 [2] NCCL INFO [Proxy Progress] Device 2 CPU core 76 +t-20260526114253-dp4lq-worker-0:10421:10612 [3] NCCL INFO [Proxy Progress] Device 3 CPU core 70 +t-20260526114253-dp4lq-worker-1:10421:10497 [0] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-1:10421:10497 [0] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-1:10428:10498 [7] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-1:10428:10498 [7] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-1:10426:10500 [5] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-1:10426:10500 [5] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-1:10423:10493 [2] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-1:10423:10493 [2] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-1:10425:10499 [4] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-1:10425:10499 [4] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-1:10424:10495 [3] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-1:10424:10495 [3] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-1:10422:10496 [1] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-1:10422:10496 [1] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-1:10427:10494 [6] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260526114253-dp4lq-worker-1:10427:10494 [6] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260526114253-dp4lq-worker-1:10425:10499 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-1:10428:10498 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-1:10421:10497 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-1:10427:10494 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-1:10426:10500 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-1:10425:10499 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-1:10422:10496 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-1:10428:10498 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-1:10427:10494 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-1:10426:10500 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-1:10423:10493 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-1:10426:10500 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-1:10421:10497 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-1:10425:10499 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-1:10424:10495 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260526114253-dp4lq-worker-1:10422:10496 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-1:10428:10498 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-1:10424:10495 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-1:10427:10494 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-1:10423:10493 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260526114253-dp4lq-worker-1:10421:10497 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-1:10424:10495 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-1:10428:10498 [7] NCCL INFO ncclCommInitRankConfig comm 0xab2f540 rank 15 nranks 16 cudaDev 7 nvmlDev 7 busId 75020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-1:10423:10493 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-1:10426:10500 [5] NCCL INFO ncclCommInitRankConfig comm 0xa3d0d20 rank 13 nranks 16 cudaDev 5 nvmlDev 5 busId 71020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-1:10425:10499 [4] NCCL INFO ncclCommInitRankConfig comm 0xb4b5900 rank 12 nranks 16 cudaDev 4 nvmlDev 4 busId 6f020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-1:10422:10496 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260526114253-dp4lq-worker-1:10427:10494 [6] NCCL INFO ncclCommInitRankConfig comm 0xa86b1c0 rank 14 nranks 16 cudaDev 6 nvmlDev 6 busId 73020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-1:10428:10498 [7] NCCL INFO Init timings - ncclCommInitRankConfig: rank 15 nranks 16 total 2.33 (kernels 0.19, alloc 1.08, bootstrap 0.18, allgathers 0.03, topo 0.52, graphs 0.01, connections 0.32, rest 0.00) +t-20260526114253-dp4lq-worker-1:10423:10493 [2] NCCL INFO ncclCommInitRankConfig comm 0xa0f0bd0 rank 10 nranks 16 cudaDev 2 nvmlDev 2 busId 69020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-1:10421:10497 [0] NCCL INFO ncclCommInitRankConfig comm 0xa387780 rank 8 nranks 16 cudaDev 0 nvmlDev 0 busId 65040 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-1:10424:10495 [3] NCCL INFO ncclCommInitRankConfig comm 0xa804150 rank 11 nranks 16 cudaDev 3 nvmlDev 3 busId 6b020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-1:10422:10496 [1] NCCL INFO ncclCommInitRankConfig comm 0xa0a3780 rank 9 nranks 16 cudaDev 1 nvmlDev 1 busId 67020 commId 0xcfb4861302367153 - Init COMPLETE +t-20260526114253-dp4lq-worker-1:10426:10500 [5] NCCL INFO Init timings - ncclCommInitRankConfig: rank 13 nranks 16 total 2.33 (kernels 0.19, alloc 1.08, bootstrap 0.17, allgathers 0.02, topo 0.52, graphs 0.02, connections 0.32, rest 0.00) +t-20260526114253-dp4lq-worker-1:10425:10499 [4] NCCL INFO Init timings - ncclCommInitRankConfig: rank 12 nranks 16 total 2.33 (kernels 0.19, alloc 1.08, bootstrap 0.18, allgathers 0.03, topo 0.52, graphs 0.01, connections 0.32, rest 0.00) +t-20260526114253-dp4lq-worker-1:10427:10494 [6] NCCL INFO Init timings - ncclCommInitRankConfig: rank 14 nranks 16 total 2.34 (kernels 0.19, alloc 1.09, bootstrap 0.17, allgathers 0.03, topo 0.52, graphs 0.01, connections 0.32, rest 0.00) +t-20260526114253-dp4lq-worker-1:10421:10497 [0] NCCL INFO Init timings - ncclCommInitRankConfig: rank 8 nranks 16 total 2.33 (kernels 0.19, alloc 1.09, bootstrap 0.17, allgathers 0.03, topo 0.52, graphs 0.01, connections 0.32, rest 0.00) +t-20260526114253-dp4lq-worker-1:10423:10493 [2] NCCL INFO Init timings - ncclCommInitRankConfig: rank 10 nranks 16 total 2.34 (kernels 0.20, alloc 1.08, bootstrap 0.17, allgathers 0.03, topo 0.52, graphs 0.01, connections 0.32, rest 0.00) +t-20260526114253-dp4lq-worker-1:10424:10495 [3] NCCL INFO Init timings - ncclCommInitRankConfig: rank 11 nranks 16 total 2.34 (kernels 0.20, alloc 1.08, bootstrap 0.17, allgathers 0.03, topo 0.52, graphs 0.01, connections 0.32, rest 0.00) +t-20260526114253-dp4lq-worker-1:10422:10496 [1] NCCL INFO Init timings - ncclCommInitRankConfig: rank 9 nranks 16 total 2.33 (kernels 0.19, alloc 1.08, bootstrap 0.17, allgathers 0.03, topo 0.52, graphs 0.01, connections 0.32, rest 0.00) +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 00/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 00/0 : 14[6] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 02/0 : 14[6] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 00/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 04/0 : 14[6] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 02/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 08/0 : 14[6] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 04/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 10/0 : 14[6] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 06/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 12/0 : 14[6] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 08/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 00/0 : 10[2] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 10/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 04/0 : 10[2] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 12/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 06/0 : 10[2] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 02/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 14/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 08/0 : 10[2] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 02/0 : 8[0] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 04/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10422:10618 [1] NCCL INFO Channel 00/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 12/0 : 10[2] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 06/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 04/0 : 8[0] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10422:10618 [1] NCCL INFO Channel 02/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 14/0 : 10[2] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 08/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 06/0 : 8[0] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10422:10618 [1] NCCL INFO Channel 04/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 00/0 : 12[4] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 10/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 10/0 : 8[0] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10422:10618 [1] NCCL INFO Channel 06/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 02/0 : 12[4] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 12/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 12/0 : 8[0] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10422:10618 [1] NCCL INFO Channel 08/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 06/0 : 12[4] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 14/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 14/0 : 8[0] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10422:10618 [1] NCCL INFO Channel 10/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 08/0 : 12[4] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10422:10618 [1] NCCL INFO Channel 12/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 10/0 : 12[4] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10422:10618 [1] NCCL INFO Channel 14/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 14/0 : 12[4] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 01/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 03/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 05/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 07/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 09/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 11/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 13/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 15/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 07/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10620 [6] NCCL INFO [Proxy Progress] Device 6 CPU core 97 +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 05/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10621 [4] NCCL INFO [Proxy Progress] Device 4 CPU core 92 +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 03/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10618 [1] NCCL INFO Channel 00/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10622 [2] NCCL INFO [Proxy Progress] Device 2 CPU core 22 +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 02/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10623 [1] NCCL INFO [Proxy Progress] Device 1 CPU core 48 +t-20260526114253-dp4lq-worker-1:10424:10624 [3] NCCL INFO [Proxy Progress] Device 3 CPU core 4 +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 06/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10625 [7] NCCL INFO [Proxy Progress] Device 7 CPU core 112 +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 01/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 09/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 00/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10619 [0] NCCL INFO Channel 08/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10626 [0] NCCL INFO [Proxy Progress] Device 0 CPU core 84 +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 04/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 12/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10627 [5] NCCL INFO [Proxy Progress] Device 5 CPU core 92 +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 05/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 13/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 13/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 11/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10618 [1] NCCL INFO Channel 08/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 02/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 04/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10618 [1] NCCL INFO Channel 01/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 10/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 12/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10618 [1] NCCL INFO Channel 09/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10602 [7] NCCL INFO Channel 15/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10602 [7] NCCL INFO Channel 06/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10602 [7] NCCL INFO Channel 14/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 12/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10598 [6] NCCL INFO Channel 14/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 09/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10600 [3] NCCL INFO Channel 11/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10597 [5] NCCL INFO Channel 13/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10598 [6] NCCL INFO Channel 07/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 05/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 00/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10597 [5] NCCL INFO Channel 04/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10600 [3] NCCL INFO Channel 02/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10598 [6] NCCL INFO Channel 15/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 08/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 13/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10597 [5] NCCL INFO Channel 12/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10600 [3] NCCL INFO Channel 10/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10604 [2] NCCL INFO Channel 10/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10604 [2] NCCL INFO Channel 03/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10604 [2] NCCL INFO Channel 11/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 14/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10602 [7] NCCL INFO Channel 01/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 07/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 15/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 00/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 02/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 10/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 03/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 04/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 11/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 06/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 01/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 15/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 06/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 14/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 08/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 03/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 01/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 10/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 05/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 03/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 12/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 07/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 05/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 14/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 09/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 07/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 01/0 : 15[7] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 11/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 09/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 03/0 : 15[7] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 13/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 11/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 05/0 : 15[7] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 01/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 01/0 : 13[5] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10425:10613 [4] NCCL INFO Channel 15/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 13/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 01/0 : 11[3] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 09/0 : 15[7] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 03/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 03/0 : 13[5] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10423:10616 [2] NCCL INFO Channel 15/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 05/0 : 11[3] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 11/0 : 15[7] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 05/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 07/0 : 13[5] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 07/0 : 11[3] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10428:10612 [7] NCCL INFO Channel 13/0 : 15[7] -> 14[6] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 07/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 09/0 : 13[5] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 09/0 : 11[3] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 09/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 11/0 : 13[5] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 13/0 : 11[3] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 11/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10426:10615 [5] NCCL INFO Channel 15/0 : 13[5] -> 12[4] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10424:10617 [3] NCCL INFO Channel 15/0 : 11[3] -> 10[2] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 13/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-1:10427:10614 [6] NCCL INFO Channel 15/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10425:10602 [7] NCCL INFO Channel 03/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10425:10602 [7] NCCL INFO Channel 05/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10425:10602 [7] NCCL INFO Channel 07/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 00/0 : 4[4] -> 3[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10425:10602 [7] NCCL INFO Channel 09/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 02/0 : 4[4] -> 3[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10420:10604 [2] NCCL INFO Channel 00/0 : 2[2] -> 1[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10425:10602 [7] NCCL INFO Channel 11/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 04/0 : 4[4] -> 3[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 02/0 : 1[1] -> 0[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10420:10604 [2] NCCL INFO Channel 02/0 : 2[2] -> 1[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10425:10602 [7] NCCL INFO Channel 13/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 06/0 : 4[4] -> 3[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 04/0 : 1[1] -> 0[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10420:10604 [2] NCCL INFO Channel 04/0 : 2[2] -> 1[1] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10425:10602 [7] NCCL INFO Channel 15/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10422:10599 [4] NCCL INFO Channel 08/0 : 4[4] -> 3[3] via P2P/CUMEM +t-20260526114253-dp4lq-worker-0:10419:10603 [1] NCCL INFO Channel 06/0 : 1[1] -> 0[0] via 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1.0, + "rollout_train_max_gamma": 1.0, + "rollout_train_rule": "flowmap", + "rollout_train_corrupt_only": true, + "rollout_train_samplewise": false, + "rollout_train_compute_always": false, + "rollout_train_keep_grad": false, + "rollout_train_sync_t": false, + "rollout_train_state_mix_mode": "final", + "rollout_train_state_mix_alpha": 0.5, + "bridge_noise_init": "logistic_normal", + "noise_sigma": -1.0, + "allow_tf32": true, + "activation_checkpointing": false, + "activation_checkpoint_interval": 1, + "activation_checkpoint_scope": "block", + "ddp_static_graph": false, + "ddp_gradient_as_bucket_view": true, + "blocking_data_transfer": false, + "dataloader_prefetch_factor": 2, + "full_train_stats": false, + "tokenized_hf": false, + "tokenized_pad_token": "pad", + "elf_conditional_hf": false, + "record_pad_truncate": false, + "record_add_eos": false, + "record_add_special_tokens": false, + "record_pad_token": "pad", + "record_shuffle_buffer": 10000, + "wrap": true, + "wrap_mode": "stream", + "wrap_record_buffer_size": 200, + "owt_cached_chunks": false, + "owt_chunk_cache_dir": "", + "owt_chunk_cache_rebuild": false, + "owt_chunk_cache_write_batch": 4096, + "owt_exact_repeat_per_chunk": 0, + "online_chunk_shuffle": false, + "online_chunk_shuffle_buffer": 10000, + "openwebtext_split": "train_minus_100k", + "detokenizer": "auto", + "resolved_detokenizer": null, + "num_workers": 0, + "latest_every": 1000, + "resume_path": "" +} +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO NVLS comm 0x9f7a400 headRank 0 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO NVLS comm 0xa0abf80 headRank 7 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO NVLS comm 0xb610dd0 headRank 6 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO NVLS comm 0xb8f3740 headRank 5 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO NVLS comm 0xb3c0240 headRank 4 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO NVLS comm 0x9bd4350 headRank 3 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO NVLS comm 0xaab7000 headRank 2 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO NVLS comm 0xaf4b780 headRank 1 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 00/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 01/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 00/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 00/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 00/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 00/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 00/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 00/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 01/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 01/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 01/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 01/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 01/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 01/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 02/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 02/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 03/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 02/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 02/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 02/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 02/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 02/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 03/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 03/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 04/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 04/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 03/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 03/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 03/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 03/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 04/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 04/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 05/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 05/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 04/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 04/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 05/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 04/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 05/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 05/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 06/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 06/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 05/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 05/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 06/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 06/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 06/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 06/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 07/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 07/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 06/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 07/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 07/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 07/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 07/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 07/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 08/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 08/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 08/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 08/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 08/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 08/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 09/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 09/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 08/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 09/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 09/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 09/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 09/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 09/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 10/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 10/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 10/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 11/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 10/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 10/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 10/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 10/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 11/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 12/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 11/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 12/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 11/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 11/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 11/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 11/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 12/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 13/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 13/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 12/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 12/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 12/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 13/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 12/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 13/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 14/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 13/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 14/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 14/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 13/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 13/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 14/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 14/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 15/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 15/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 15/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 14/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 15/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 15/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 15/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 14/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 00/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 00/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 00/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 00/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 00/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 00/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 00/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 01/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 15/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 01/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 01/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 01/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 01/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 01/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 02/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 03/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 02/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 02/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 02/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 01/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 02/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 02/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 03/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 04/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 03/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 04/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 03/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 03/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 02/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 03/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 05/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 04/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 04/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 05/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 04/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 05/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 03/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 04/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 06/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 05/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 06/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 05/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 05/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 06/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 04/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 06/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 07/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 07/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 07/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 07/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 06/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 06/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 07/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 05/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 08/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 08/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 08/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 08/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 08/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 07/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 08/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 06/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 09/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 09/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 09/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 09/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 09/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 08/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 09/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 07/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 11/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 10/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 10/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 10/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 10/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 10/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 10/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 09/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 12/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 11/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 11/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 12/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 11/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 11/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 11/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 13/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 13/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 12/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 13/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 10/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 12/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 12/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 12/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 14/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 14/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 13/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 14/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 13/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 11/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 13/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 14/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Channel 15/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Channel 15/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Channel 15/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Channel 15/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Channel 14/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 12/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 14/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Channel 15/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Channel 15/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 13/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 14/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Channel 15/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO NVLS comm 0xa3d0d20 headRank 5 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO NVLS comm 0xab2f540 headRank 7 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO NVLS comm 0xa0a3780 headRank 1 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO NVLS comm 0xb4b5900 headRank 4 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO NVLS comm 0xa86b1c0 headRank 6 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO NVLS comm 0xa387780 headRank 0 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO NVLS comm 0xa804150 headRank 3 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO NVLS comm 0xa0f0bd0 headRank 2 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 00/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 01/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 00/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 00/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 00/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 00/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 00/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 00/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 01/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 02/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 01/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 01/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 01/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 02/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 02/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 01/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 01/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 03/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 02/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 02/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 02/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 03/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 03/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 03/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 02/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 04/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 03/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 03/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 04/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 04/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 04/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 04/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 05/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 03/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 05/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 04/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 05/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 05/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 05/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 05/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 06/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 06/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 04/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 05/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 07/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 06/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 06/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 06/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 07/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 07/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 06/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 06/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 08/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 07/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 07/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 07/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 08/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 09/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 08/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 09/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 07/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 08/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 08/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 08/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 09/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 09/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 10/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 09/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 10/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 08/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 10/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 09/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 10/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 10/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 11/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 10/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 11/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 11/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 11/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 09/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 11/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 11/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 12/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 12/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 12/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 12/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 12/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 13/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 10/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 13/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 12/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 13/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 13/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 13/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 13/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 14/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 11/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 13/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 15/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 14/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 14/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 14/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 14/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 15/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 00/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 12/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 14/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 15/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 15/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 15/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 15/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 01/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 00/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 14/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 00/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 00/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 00/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 00/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 01/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 02/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 01/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 01/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 01/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 02/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 01/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 03/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 15/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 02/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 02/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 02/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 03/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 02/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 03/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 04/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 00/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 03/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 03/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 03/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 04/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 05/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 04/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 01/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 04/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 04/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 04/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 04/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 05/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 06/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 05/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 06/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 02/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 05/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 05/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 05/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 06/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 08/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 06/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 07/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 03/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 06/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 06/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 07/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 07/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 09/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 07/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 08/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 05/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 07/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 08/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 07/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 08/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 10/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 08/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 09/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 06/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 09/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 09/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 08/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 09/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 09/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 11/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 10/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 07/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 10/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 10/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 10/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 10/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 11/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 12/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 11/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 08/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 11/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 11/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 11/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 12/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 12/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 13/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 12/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 09/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 12/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 12/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 13/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 12/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Channel 14/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 13/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 14/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 10/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 13/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 13/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 14/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 13/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Channel 15/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 14/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 11/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Channel 15/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Channel 15/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 14/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 14/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Channel 15/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 13/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Channel 15/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Channel 15/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 14/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Channel 15/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260526114253-dp4lq-worker-1:10423:10716 [2] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-0:10420:10712 [2] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-1:10424:10715 [3] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-1:10421:10714 [0] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-1:10422:10711 [1] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-0:10421:10711 [3] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-0:10418:10650 [0] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-0:10419:10713 [1] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-0:10422:10702 [4] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-1:10425:10712 [4] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-1:10426:10709 [5] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-1:10428:10710 [7] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-0:10423:10693 [5] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-0:10425:10675 [7] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-0:10424:10684 [6] NCCL INFO Connected NVLS tree +t-20260526114253-dp4lq-worker-1:10427:10713 [6] NCCL INFO Connected NVLS tree +step=100 micro_steps=100 elapsed=35.3s lr=1.212000e-05 loss=10.1125 loss_recon=10.1125 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.0068 corrupt_frac=1.0000 acc_corrupt=0.0068 loss_corrupt=10.1125 wrong_frac=0.5013 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.0055 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.0068 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.0073 corrupt_frac_t_0p4_0p6=0.1985 acc_corrupt_t_0p6_0p8=0.0071 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.0073 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=0.9210 out_g_norm=2.2424 loss_all=9.6945 init_gold_top10=0.6679 init_gold_top100=0.6697 +step=200 micro_steps=200 elapsed=33.2s lr=2.412000e-05 loss=9.0556 loss_recon=9.0556 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.0235 corrupt_frac=1.0000 acc_corrupt=0.0235 loss_corrupt=9.0556 wrong_frac=0.4964 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.0240 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.0229 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.0231 corrupt_frac_t_0p4_0p6=0.1982 acc_corrupt_t_0p6_0p8=0.0232 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.0240 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=5.8171 out_g_norm=2.4322 loss_all=8.4039 init_gold_top10=0.4814 init_gold_top100=0.4876 +step=300 micro_steps=300 elapsed=33.1s lr=3.612000e-05 loss=7.8705 loss_recon=7.8705 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.0400 corrupt_frac=1.0000 acc_corrupt=0.0400 loss_corrupt=7.8705 wrong_frac=0.5042 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.0394 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.0399 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.0402 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.0397 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.0406 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=12.6786 out_g_norm=2.1312 loss_all=7.4495 init_gold_top10=0.4918 init_gold_top100=0.4986 +step=400 micro_steps=400 elapsed=33.1s lr=4.812000e-05 loss=7.3065 loss_recon=7.3065 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.0433 corrupt_frac=1.0000 acc_corrupt=0.0433 loss_corrupt=7.3065 wrong_frac=0.4997 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.0435 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.0433 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.0435 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.0430 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.0431 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=18.6545 out_g_norm=0.5027 loss_all=7.2559 init_gold_top10=0.4979 init_gold_top100=0.5031 +step=500 micro_steps=500 elapsed=33.3s lr=6.012000e-05 loss=7.1842 loss_recon=7.1842 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.0433 corrupt_frac=1.0000 acc_corrupt=0.0433 loss_corrupt=7.1842 wrong_frac=0.4933 init_acc_corrupt=0.4725 acc_corrupt_t_0p0_0p2=0.0433 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.0439 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.0430 corrupt_frac_t_0p4_0p6=0.2141 acc_corrupt_t_0p6_0p8=0.0441 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.0422 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=22.1695 out_g_norm=0.3719 loss_all=7.0393 init_gold_top10=0.4689 init_gold_top100=0.4761 +step=600 micro_steps=600 elapsed=33.2s lr=7.212000e-05 loss=6.8843 loss_recon=6.8843 loss_meanflow=0.0000 mean_model_t=0.5076 mean_corrupt_t=0.5076 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.0449 corrupt_frac=1.0000 acc_corrupt=0.0449 loss_corrupt=6.8843 wrong_frac=0.4925 init_acc_corrupt=0.4746 acc_corrupt_t_0p0_0p2=0.0438 corrupt_frac_t_0p0_0p2=0.1843 acc_corrupt_t_0p2_0p4=0.0446 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.0455 corrupt_frac_t_0p4_0p6=0.2106 acc_corrupt_t_0p6_0p8=0.0454 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.0450 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=26.2630 out_g_norm=0.3226 loss_all=6.6966 init_gold_top10=0.5205 init_gold_top100=0.5257 +step=700 micro_steps=700 elapsed=33.1s lr=8.412000e-05 loss=6.4987 loss_recon=6.4987 loss_meanflow=0.0000 mean_model_t=0.5172 mean_corrupt_t=0.5172 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.0623 corrupt_frac=1.0000 acc_corrupt=0.0623 loss_corrupt=6.4987 wrong_frac=0.4826 init_acc_corrupt=0.4857 acc_corrupt_t_0p0_0p2=0.0448 corrupt_frac_t_0p0_0p2=0.1859 acc_corrupt_t_0p2_0p4=0.0538 corrupt_frac_t_0p2_0p4=0.1859 acc_corrupt_t_0p4_0p6=0.0633 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.0706 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.0757 corrupt_frac_t_0p8_1p0=0.2159 out_w_norm=30.9123 out_g_norm=0.3304 loss_all=6.2469 init_gold_top10=0.5065 init_gold_top100=0.5133 +step=800 micro_steps=800 elapsed=33.1s lr=9.612000e-05 loss=6.0522 loss_recon=6.0522 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.1494 corrupt_frac=1.0000 acc_corrupt=0.1494 loss_corrupt=6.0522 wrong_frac=0.4983 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.0509 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.0918 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.1495 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.1981 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.2539 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=35.7644 out_g_norm=0.3182 loss_all=5.6704 init_gold_top10=0.5342 init_gold_top100=0.5393 +step=900 micro_steps=900 elapsed=33.2s lr=1.081200e-04 loss=5.5565 loss_recon=5.5565 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.2543 corrupt_frac=1.0000 acc_corrupt=0.2543 loss_corrupt=5.5565 wrong_frac=0.4973 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.0544 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.1362 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.2558 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.3628 corrupt_frac_t_0p6_0p8=0.2162 acc_corrupt_t_0p8_1p0=0.4558 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=40.7242 out_g_norm=0.2649 loss_all=5.3848 init_gold_top10=0.4883 init_gold_top100=0.4936 +step=1000 micro_steps=1000 elapsed=33.2s lr=1.201200e-04 loss=5.1599 loss_recon=5.1599 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.3238 corrupt_frac=1.0000 acc_corrupt=0.3238 loss_corrupt=5.1599 wrong_frac=0.4995 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.0602 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.1704 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.3268 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.4645 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.5991 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=45.7937 out_g_norm=0.1769 loss_all=5.2621 init_gold_top10=0.4340 init_gold_top100=0.4434 +step=1100 micro_steps=1100 elapsed=34.6s lr=1.321200e-04 loss=4.8331 loss_recon=4.8331 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.3792 corrupt_frac=1.0000 acc_corrupt=0.3792 loss_corrupt=4.8331 wrong_frac=0.4966 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.0635 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.1937 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.3834 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.5492 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.6977 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=51.1307 out_g_norm=0.1297 loss_all=4.9118 init_gold_top10=0.4887 init_gold_top100=0.4961 +step=1200 micro_steps=1200 elapsed=33.1s lr=1.441200e-04 loss=4.6150 loss_recon=4.6150 loss_meanflow=0.0000 mean_model_t=0.4920 mean_corrupt_t=0.4920 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.4096 corrupt_frac=1.0000 acc_corrupt=0.4096 loss_corrupt=4.6150 wrong_frac=0.5078 init_acc_corrupt=0.4564 acc_corrupt_t_0p0_0p2=0.0656 corrupt_frac_t_0p0_0p2=0.2140 acc_corrupt_t_0p2_0p4=0.2124 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.4205 corrupt_frac_t_0p4_0p6=0.1866 acc_corrupt_t_0p6_0p8=0.6069 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.7720 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=56.9583 out_g_norm=0.1117 loss_all=4.4640 init_gold_top10=0.4940 init_gold_top100=0.4994 +step=1300 micro_steps=1300 elapsed=33.2s lr=1.561200e-04 loss=4.3384 loss_recon=4.3384 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.4462 corrupt_frac=1.0000 acc_corrupt=0.4462 loss_corrupt=4.3384 wrong_frac=0.4953 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.0673 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.2310 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.4560 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.6423 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.8127 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=63.2243 out_g_norm=0.1113 loss_all=4.5518 init_gold_top10=0.4574 init_gold_top100=0.4640 +step=1400 micro_steps=1400 elapsed=33.4s lr=1.681200e-04 loss=4.2087 loss_recon=4.2087 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.4603 corrupt_frac=1.0000 acc_corrupt=0.4603 loss_corrupt=4.2087 wrong_frac=0.4996 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.0689 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.2443 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.4711 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.6670 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.8464 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=69.7379 out_g_norm=0.0969 loss_all=3.7421 init_gold_top10=0.5397 init_gold_top100=0.5458 +step=1500 micro_steps=1500 elapsed=33.4s lr=1.801200e-04 loss=4.0541 loss_recon=4.0541 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.4729 corrupt_frac=1.0000 acc_corrupt=0.4729 loss_corrupt=4.0541 wrong_frac=0.5021 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.0715 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.2561 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.4921 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.6921 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.8667 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=76.1878 out_g_norm=0.0938 loss_all=4.5175 init_gold_top10=0.4225 init_gold_top100=0.4307 +step=1600 micro_steps=1600 elapsed=33.5s lr=1.921200e-04 loss=3.9775 loss_recon=3.9775 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.4780 corrupt_frac=1.0000 acc_corrupt=0.4780 loss_corrupt=3.9775 wrong_frac=0.5058 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.0730 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.2637 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.5024 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.7011 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.8774 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=82.2103 out_g_norm=0.0952 loss_all=3.7235 init_gold_top10=0.5187 init_gold_top100=0.5274 +step=1700 micro_steps=1700 elapsed=33.4s lr=2.041200e-04 loss=3.8345 loss_recon=3.8345 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.4931 corrupt_frac=1.0000 acc_corrupt=0.4931 loss_corrupt=3.8345 wrong_frac=0.4980 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.0709 corrupt_frac_t_0p0_0p2=0.1935 acc_corrupt_t_0p2_0p4=0.2644 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.5117 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.7113 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.8868 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=87.7840 out_g_norm=0.0810 loss_all=4.4127 init_gold_top10=0.4083 init_gold_top100=0.4153 +step=1800 micro_steps=1800 elapsed=33.3s lr=2.161200e-04 loss=3.6718 loss_recon=3.6718 loss_meanflow=0.0000 mean_model_t=0.5113 mean_corrupt_t=0.5113 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5097 corrupt_frac=1.0000 acc_corrupt=0.5097 loss_corrupt=3.6718 wrong_frac=0.4888 init_acc_corrupt=0.4789 acc_corrupt_t_0p0_0p2=0.0710 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.2826 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.5276 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.7201 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.8940 corrupt_frac_t_0p8_1p0=0.2197 out_w_norm=92.9412 out_g_norm=0.0761 loss_all=3.6365 init_gold_top10=0.5081 init_gold_top100=0.5156 +step=1900 micro_steps=1900 elapsed=33.2s lr=2.281200e-04 loss=3.7673 loss_recon=3.7673 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.4952 corrupt_frac=1.0000 acc_corrupt=0.4952 loss_corrupt=3.7673 wrong_frac=0.5055 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.0739 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.2760 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.5235 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.7224 corrupt_frac_t_0p6_0p8=0.2039 acc_corrupt_t_0p8_1p0=0.8964 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=97.6817 out_g_norm=0.0923 loss_all=4.1993 init_gold_top10=0.4315 init_gold_top100=0.4377 +step=2000 micro_steps=2000 elapsed=33.3s lr=2.401200e-04 loss=3.6651 loss_recon=3.6651 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5056 corrupt_frac=1.0000 acc_corrupt=0.5056 loss_corrupt=3.6651 wrong_frac=0.4992 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.0746 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.2863 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.5341 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.7261 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9008 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=102.1900 out_g_norm=0.0763 loss_all=3.5684 init_gold_top10=0.5252 init_gold_top100=0.5296 +step=2100 micro_steps=2100 elapsed=34.6s lr=2.521200e-04 loss=3.7025 loss_recon=3.7025 loss_meanflow=0.0000 mean_model_t=0.4905 mean_corrupt_t=0.4905 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.4982 corrupt_frac=1.0000 acc_corrupt=0.4982 loss_corrupt=3.7025 wrong_frac=0.5096 init_acc_corrupt=0.4552 acc_corrupt_t_0p0_0p2=0.0760 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.2861 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.5411 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.7359 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9075 corrupt_frac_t_0p8_1p0=0.1850 out_w_norm=106.5079 out_g_norm=0.0773 loss_all=3.4851 init_gold_top10=0.4962 init_gold_top100=0.5008 +step=2200 micro_steps=2200 elapsed=33.3s lr=2.641200e-04 loss=3.6397 loss_recon=3.6397 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5054 corrupt_frac=1.0000 acc_corrupt=0.5054 loss_corrupt=3.6397 wrong_frac=0.5035 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.0755 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.2834 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.5400 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.7389 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9057 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=110.6255 out_g_norm=0.0745 loss_all=3.7995 init_gold_top10=0.4840 init_gold_top100=0.4916 +step=2300 micro_steps=2300 elapsed=33.3s lr=2.761200e-04 loss=3.5056 loss_recon=3.5056 loss_meanflow=0.0000 mean_model_t=0.5072 mean_corrupt_t=0.5072 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5203 corrupt_frac=1.0000 acc_corrupt=0.5203 loss_corrupt=3.5056 wrong_frac=0.4929 init_acc_corrupt=0.4733 acc_corrupt_t_0p0_0p2=0.0755 corrupt_frac_t_0p0_0p2=0.1850 acc_corrupt_t_0p2_0p4=0.2910 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.5479 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.7404 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9132 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=114.6034 out_g_norm=0.0725 loss_all=3.3388 init_gold_top10=0.5186 init_gold_top100=0.5234 +step=2400 micro_steps=2400 elapsed=33.4s lr=2.881200e-04 loss=3.5804 loss_recon=3.5804 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5098 corrupt_frac=1.0000 acc_corrupt=0.5098 loss_corrupt=3.5804 wrong_frac=0.5032 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.0768 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.2923 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.5444 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.7396 corrupt_frac_t_0p6_0p8=0.1809 acc_corrupt_t_0p8_1p0=0.9120 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=118.4560 out_g_norm=0.0778 loss_all=3.4146 init_gold_top10=0.5216 init_gold_top100=0.5262 +step=2500 micro_steps=2500 elapsed=33.2s lr=3.000000e-04 loss=3.5376 loss_recon=3.5376 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5153 corrupt_frac=1.0000 acc_corrupt=0.5153 loss_corrupt=3.5376 wrong_frac=0.5014 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.0793 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.2968 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.5505 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.7466 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9104 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=122.1712 out_g_norm=0.0736 loss_all=2.9142 init_gold_top10=0.5764 init_gold_top100=0.5822 +step=2600 micro_steps=2600 elapsed=33.3s lr=3.000000e-04 loss=3.4856 loss_recon=3.4856 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5222 corrupt_frac=1.0000 acc_corrupt=0.5222 loss_corrupt=3.4856 wrong_frac=0.4972 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.0786 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3022 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.5564 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.7525 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9195 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=125.7544 out_g_norm=0.0776 loss_all=3.5104 init_gold_top10=0.5118 init_gold_top100=0.5177 +step=2700 micro_steps=2700 elapsed=33.4s lr=3.000000e-04 loss=3.4315 loss_recon=3.4315 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5259 corrupt_frac=1.0000 acc_corrupt=0.5259 loss_corrupt=3.4315 wrong_frac=0.4977 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.0785 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.2971 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.5609 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.7581 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9204 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=129.1286 out_g_norm=0.0758 loss_all=3.2671 init_gold_top10=0.5198 init_gold_top100=0.5239 +step=2800 micro_steps=2800 elapsed=33.6s lr=3.000000e-04 loss=3.4365 loss_recon=3.4365 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5254 corrupt_frac=1.0000 acc_corrupt=0.5254 loss_corrupt=3.4365 wrong_frac=0.4993 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.0808 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3032 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.5634 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.7581 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9207 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=132.2708 out_g_norm=0.0750 loss_all=3.1583 init_gold_top10=0.5435 init_gold_top100=0.5500 +step=2900 micro_steps=2900 elapsed=33.5s lr=3.000000e-04 loss=3.5283 loss_recon=3.5283 loss_meanflow=0.0000 mean_model_t=0.4882 mean_corrupt_t=0.4882 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5126 corrupt_frac=1.0000 acc_corrupt=0.5126 loss_corrupt=3.5283 wrong_frac=0.5122 init_acc_corrupt=0.4523 acc_corrupt_t_0p0_0p2=0.0772 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3002 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.5632 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.7516 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9217 corrupt_frac_t_0p8_1p0=0.1837 out_w_norm=135.1927 out_g_norm=0.0711 loss_all=3.0172 init_gold_top10=0.5292 init_gold_top100=0.5349 +step=3000 micro_steps=3000 elapsed=33.4s lr=3.000000e-04 loss=3.3317 loss_recon=3.3317 loss_meanflow=0.0000 mean_model_t=0.5069 mean_corrupt_t=0.5069 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5369 corrupt_frac=1.0000 acc_corrupt=0.5369 loss_corrupt=3.3317 wrong_frac=0.4930 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.0826 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3068 corrupt_frac_t_0p2_0p4=0.1775 acc_corrupt_t_0p4_0p6=0.5687 corrupt_frac_t_0p4_0p6=0.2156 acc_corrupt_t_0p6_0p8=0.7668 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9253 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=137.9630 out_g_norm=0.0702 loss_all=4.0359 init_gold_top10=0.4105 init_gold_top100=0.4175 +step=3100 micro_steps=3100 elapsed=35.0s lr=3.000000e-04 loss=3.4170 loss_recon=3.4170 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5274 corrupt_frac=1.0000 acc_corrupt=0.5274 loss_corrupt=3.4170 wrong_frac=0.5023 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.0788 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3129 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.5670 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.7603 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9249 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=140.5664 out_g_norm=0.0736 loss_all=2.5635 init_gold_top10=0.5986 init_gold_top100=0.6012 +step=3200 micro_steps=3200 elapsed=33.5s lr=3.000000e-04 loss=3.3351 loss_recon=3.3351 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5351 corrupt_frac=1.0000 acc_corrupt=0.5351 loss_corrupt=3.3351 wrong_frac=0.4980 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.0843 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3117 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.5769 corrupt_frac_t_0p4_0p6=0.2200 acc_corrupt_t_0p6_0p8=0.7687 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9254 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=143.0377 out_g_norm=0.0662 loss_all=3.3348 init_gold_top10=0.5030 init_gold_top100=0.5085 +step=3300 micro_steps=3300 elapsed=33.3s lr=3.000000e-04 loss=3.3734 loss_recon=3.3734 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5313 corrupt_frac=1.0000 acc_corrupt=0.5313 loss_corrupt=3.3734 wrong_frac=0.5005 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.0800 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3066 corrupt_frac_t_0p2_0p4=0.2090 acc_corrupt_t_0p4_0p6=0.5799 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.7675 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9273 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=145.3989 out_g_norm=0.0668 loss_all=3.1242 init_gold_top10=0.5179 init_gold_top100=0.5226 +step=3400 micro_steps=3400 elapsed=33.1s lr=3.000000e-04 loss=3.4163 loss_recon=3.4163 loss_meanflow=0.0000 mean_model_t=0.4912 mean_corrupt_t=0.4912 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5243 corrupt_frac=1.0000 acc_corrupt=0.5243 loss_corrupt=3.4163 wrong_frac=0.5088 init_acc_corrupt=0.4551 acc_corrupt_t_0p0_0p2=0.0800 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3091 corrupt_frac_t_0p2_0p4=0.2118 acc_corrupt_t_0p4_0p6=0.5794 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.7726 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9258 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=147.6275 out_g_norm=0.0664 loss_all=2.4478 init_gold_top10=0.5974 init_gold_top100=0.6008 +step=3500 micro_steps=3500 elapsed=33.3s lr=3.000000e-04 loss=3.2962 loss_recon=3.2962 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5385 corrupt_frac=1.0000 acc_corrupt=0.5385 loss_corrupt=3.2962 wrong_frac=0.4978 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.0807 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3231 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.5759 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.7734 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9281 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=149.7538 out_g_norm=0.0655 loss_all=2.8093 init_gold_top10=0.5428 init_gold_top100=0.5455 +step=3600 micro_steps=3600 elapsed=33.2s lr=3.000000e-04 loss=3.3821 loss_recon=3.3821 loss_meanflow=0.0000 mean_model_t=0.4914 mean_corrupt_t=0.4914 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5276 corrupt_frac=1.0000 acc_corrupt=0.5276 loss_corrupt=3.3821 wrong_frac=0.5090 init_acc_corrupt=0.4557 acc_corrupt_t_0p0_0p2=0.0836 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3166 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.5783 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.7739 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9301 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=151.7946 out_g_norm=0.0649 loss_all=3.1158 init_gold_top10=0.5191 init_gold_top100=0.5252 +step=3700 micro_steps=3700 elapsed=33.2s lr=3.000000e-04 loss=3.2842 loss_recon=3.2842 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5396 corrupt_frac=1.0000 acc_corrupt=0.5396 loss_corrupt=3.2842 wrong_frac=0.5000 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.0825 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3149 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.5848 corrupt_frac_t_0p4_0p6=0.2172 acc_corrupt_t_0p6_0p8=0.7788 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9338 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=153.7399 out_g_norm=0.0685 loss_all=3.2895 init_gold_top10=0.4895 init_gold_top100=0.4946 +step=3800 micro_steps=3800 elapsed=33.2s lr=3.000000e-04 loss=3.3108 loss_recon=3.3108 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5356 corrupt_frac=1.0000 acc_corrupt=0.5356 loss_corrupt=3.3108 wrong_frac=0.5039 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.0856 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3182 corrupt_frac_t_0p2_0p4=0.2063 acc_corrupt_t_0p4_0p6=0.5868 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.7784 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9328 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=155.6286 out_g_norm=0.0631 loss_all=3.4768 init_gold_top10=0.4737 init_gold_top100=0.4781 +step=3900 micro_steps=3900 elapsed=33.4s lr=3.000000e-04 loss=3.2811 loss_recon=3.2811 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5398 corrupt_frac=1.0000 acc_corrupt=0.5398 loss_corrupt=3.2811 wrong_frac=0.4997 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.0823 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3112 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.5853 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.7788 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9321 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=157.4453 out_g_norm=0.0750 loss_all=2.9523 init_gold_top10=0.5258 init_gold_top100=0.5296 +step=4000 micro_steps=4000 elapsed=33.2s lr=3.000000e-04 loss=3.1791 loss_recon=3.1791 loss_meanflow=0.0000 mean_model_t=0.5092 mean_corrupt_t=0.5092 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5517 corrupt_frac=1.0000 acc_corrupt=0.5517 loss_corrupt=3.1791 wrong_frac=0.4909 init_acc_corrupt=0.4758 acc_corrupt_t_0p0_0p2=0.0830 corrupt_frac_t_0p0_0p2=0.1812 acc_corrupt_t_0p2_0p4=0.3189 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.5914 corrupt_frac_t_0p4_0p6=0.2141 acc_corrupt_t_0p6_0p8=0.7798 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9320 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=159.1943 out_g_norm=0.0675 loss_all=2.7458 init_gold_top10=0.5518 init_gold_top100=0.5581 +step=4100 micro_steps=4100 elapsed=34.6s lr=3.000000e-04 loss=3.2938 loss_recon=3.2938 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5377 corrupt_frac=1.0000 acc_corrupt=0.5377 loss_corrupt=3.2938 wrong_frac=0.5019 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.0837 corrupt_frac_t_0p0_0p2=0.2116 acc_corrupt_t_0p2_0p4=0.3194 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.5874 corrupt_frac_t_0p4_0p6=0.1841 acc_corrupt_t_0p6_0p8=0.7800 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9317 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=160.8845 out_g_norm=0.0623 loss_all=3.0631 init_gold_top10=0.5242 init_gold_top100=0.5301 +step=4200 micro_steps=4200 elapsed=33.3s lr=3.000000e-04 loss=3.2381 loss_recon=3.2381 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5433 corrupt_frac=1.0000 acc_corrupt=0.5433 loss_corrupt=3.2381 wrong_frac=0.4999 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.0836 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3189 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.5863 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.7786 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9359 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=162.5211 out_g_norm=0.0628 loss_all=3.4794 init_gold_top10=0.4578 init_gold_top100=0.4625 +step=4300 micro_steps=4300 elapsed=33.2s lr=3.000000e-04 loss=3.1835 loss_recon=3.1835 loss_meanflow=0.0000 mean_model_t=0.5074 mean_corrupt_t=0.5074 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5509 corrupt_frac=1.0000 acc_corrupt=0.5509 loss_corrupt=3.1835 wrong_frac=0.4921 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.0849 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.3154 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.5912 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.7829 corrupt_frac_t_0p6_0p8=0.1976 acc_corrupt_t_0p8_1p0=0.9328 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=164.1150 out_g_norm=0.0617 loss_all=2.9327 init_gold_top10=0.5247 init_gold_top100=0.5305 +step=4400 micro_steps=4400 elapsed=33.3s lr=3.000000e-04 loss=3.2663 loss_recon=3.2663 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5399 corrupt_frac=1.0000 acc_corrupt=0.5399 loss_corrupt=3.2663 wrong_frac=0.5040 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.0824 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3253 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.5950 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.7875 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9359 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=165.6432 out_g_norm=0.0632 loss_all=3.7394 init_gold_top10=0.4279 init_gold_top100=0.4347 +step=4500 micro_steps=4500 elapsed=33.2s lr=3.000000e-04 loss=3.2343 loss_recon=3.2343 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5440 corrupt_frac=1.0000 acc_corrupt=0.5440 loss_corrupt=3.2343 wrong_frac=0.4984 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.0831 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3251 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.5934 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.7840 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9343 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=167.1470 out_g_norm=0.0629 loss_all=3.6803 init_gold_top10=0.4359 init_gold_top100=0.4404 +step=4600 micro_steps=4600 elapsed=33.3s lr=3.000000e-04 loss=3.1272 loss_recon=3.1272 loss_meanflow=0.0000 mean_model_t=0.5112 mean_corrupt_t=0.5112 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5570 corrupt_frac=1.0000 acc_corrupt=0.5570 loss_corrupt=3.1272 wrong_frac=0.4890 init_acc_corrupt=0.4778 acc_corrupt_t_0p0_0p2=0.0852 corrupt_frac_t_0p0_0p2=0.1806 acc_corrupt_t_0p2_0p4=0.3235 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.5960 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.7847 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9353 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=168.6026 out_g_norm=0.0632 loss_all=2.8595 init_gold_top10=0.5352 init_gold_top100=0.5368 +step=4700 micro_steps=4700 elapsed=33.3s lr=3.000000e-04 loss=3.1773 loss_recon=3.1773 loss_meanflow=0.0000 mean_model_t=0.5055 mean_corrupt_t=0.5055 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5498 corrupt_frac=1.0000 acc_corrupt=0.5498 loss_corrupt=3.1773 wrong_frac=0.4946 init_acc_corrupt=0.4710 acc_corrupt_t_0p0_0p2=0.0870 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3230 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.5899 corrupt_frac_t_0p4_0p6=0.2064 acc_corrupt_t_0p6_0p8=0.7865 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9328 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=170.0120 out_g_norm=0.0631 loss_all=3.1697 init_gold_top10=0.5012 init_gold_top100=0.5075 +step=4800 micro_steps=4800 elapsed=33.3s lr=3.000000e-04 loss=3.2621 loss_recon=3.2621 loss_meanflow=0.0000 mean_model_t=0.4931 mean_corrupt_t=0.4931 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5393 corrupt_frac=1.0000 acc_corrupt=0.5393 loss_corrupt=3.2621 wrong_frac=0.5065 init_acc_corrupt=0.4579 acc_corrupt_t_0p0_0p2=0.0827 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3217 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.5984 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.7866 corrupt_frac_t_0p6_0p8=0.2061 acc_corrupt_t_0p8_1p0=0.9350 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=171.3815 out_g_norm=0.0613 loss_all=3.3370 init_gold_top10=0.4706 init_gold_top100=0.4760 +step=4900 micro_steps=4900 elapsed=33.2s lr=3.000000e-04 loss=3.2098 loss_recon=3.2098 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5455 corrupt_frac=1.0000 acc_corrupt=0.5455 loss_corrupt=3.2098 wrong_frac=0.5013 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.0868 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3319 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.5956 corrupt_frac_t_0p4_0p6=0.2055 acc_corrupt_t_0p6_0p8=0.7896 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9385 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=172.7092 out_g_norm=0.0619 loss_all=3.4078 init_gold_top10=0.4553 init_gold_top100=0.4606 +step=5000 micro_steps=5000 elapsed=33.3s lr=3.000000e-04 loss=3.1636 loss_recon=3.1636 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5500 corrupt_frac=1.0000 acc_corrupt=0.5500 loss_corrupt=3.1636 wrong_frac=0.5006 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.0871 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3329 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6007 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.7931 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9339 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=174.0179 out_g_norm=0.0601 loss_all=3.7310 init_gold_top10=0.4548 init_gold_top100=0.4637 +step=5100 micro_steps=5100 elapsed=34.7s lr=3.000000e-04 loss=3.0891 loss_recon=3.0891 loss_meanflow=0.0000 mean_model_t=0.5090 mean_corrupt_t=0.5090 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5608 corrupt_frac=1.0000 acc_corrupt=0.5608 loss_corrupt=3.0891 wrong_frac=0.4909 init_acc_corrupt=0.4756 acc_corrupt_t_0p0_0p2=0.0872 corrupt_frac_t_0p0_0p2=0.1793 acc_corrupt_t_0p2_0p4=0.3361 corrupt_frac_t_0p2_0p4=0.2169 acc_corrupt_t_0p4_0p6=0.6037 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.7918 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9338 corrupt_frac_t_0p8_1p0=0.2134 out_w_norm=175.2894 out_g_norm=0.0592 loss_all=2.6605 init_gold_top10=0.5526 init_gold_top100=0.5562 +step=5200 micro_steps=5200 elapsed=33.2s lr=3.000000e-04 loss=3.2128 loss_recon=3.2128 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5446 corrupt_frac=1.0000 acc_corrupt=0.5446 loss_corrupt=3.2128 wrong_frac=0.5027 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.0820 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3268 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.5950 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.7887 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9366 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=176.5242 out_g_norm=0.0582 loss_all=2.2108 init_gold_top10=0.6197 init_gold_top100=0.6227 +step=5300 micro_steps=5300 elapsed=33.5s lr=3.000000e-04 loss=3.3098 loss_recon=3.3098 loss_meanflow=0.0000 mean_model_t=0.4858 mean_corrupt_t=0.4858 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5325 corrupt_frac=1.0000 acc_corrupt=0.5325 loss_corrupt=3.3098 wrong_frac=0.5143 init_acc_corrupt=0.4501 acc_corrupt_t_0p0_0p2=0.0836 corrupt_frac_t_0p0_0p2=0.2200 acc_corrupt_t_0p2_0p4=0.3320 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.5971 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p8_1p0=0.9403 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=177.7359 out_g_norm=0.0618 acc_corrupt_t_0p6_0p8=0.7867 corrupt_frac_t_0p6_0p8=0.1922 loss_all=3.5231 init_gold_top10=0.4327 init_gold_top100=0.4391 +step=5400 micro_steps=5400 elapsed=33.4s lr=3.000000e-04 loss=3.1729 loss_recon=3.1729 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5489 corrupt_frac=1.0000 acc_corrupt=0.5489 loss_corrupt=3.1729 wrong_frac=0.5002 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.0860 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3358 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6057 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.7912 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9376 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=178.9048 out_g_norm=0.0642 loss_all=3.6362 init_gold_top10=0.4366 init_gold_top100=0.4438 +step=5500 micro_steps=5500 elapsed=33.5s lr=3.000000e-04 loss=3.1504 loss_recon=3.1504 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5530 corrupt_frac=1.0000 acc_corrupt=0.5530 loss_corrupt=3.1504 wrong_frac=0.4956 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.0856 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3239 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6014 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.7871 corrupt_frac_t_0p6_0p8=0.2153 acc_corrupt_t_0p8_1p0=0.9372 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=180.0766 out_g_norm=0.0606 loss_all=2.7889 init_gold_top10=0.5394 init_gold_top100=0.5451 +step=5600 micro_steps=5600 elapsed=33.3s lr=3.000000e-04 loss=3.1628 loss_recon=3.1628 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5507 corrupt_frac=1.0000 acc_corrupt=0.5507 loss_corrupt=3.1628 wrong_frac=0.5000 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.0901 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3340 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.5980 corrupt_frac_t_0p4_0p6=0.2116 acc_corrupt_t_0p6_0p8=0.7915 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9373 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=181.2239 out_g_norm=0.0590 loss_all=3.4274 init_gold_top10=0.4652 init_gold_top100=0.4717 +step=5700 micro_steps=5700 elapsed=33.4s lr=3.000000e-04 loss=3.2144 loss_recon=3.2144 loss_meanflow=0.0000 mean_model_t=0.4927 mean_corrupt_t=0.4927 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5431 corrupt_frac=1.0000 acc_corrupt=0.5431 loss_corrupt=3.2144 wrong_frac=0.5074 init_acc_corrupt=0.4578 acc_corrupt_t_0p0_0p2=0.0861 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3355 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.5964 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.7916 corrupt_frac_t_0p6_0p8=0.1853 acc_corrupt_t_0p8_1p0=0.9375 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=182.3312 out_g_norm=0.0594 loss_all=4.0168 init_gold_top10=0.4004 init_gold_top100=0.4081 +step=5800 micro_steps=5800 elapsed=33.2s lr=3.000000e-04 loss=3.1309 loss_recon=3.1309 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5542 corrupt_frac=1.0000 acc_corrupt=0.5542 loss_corrupt=3.1309 wrong_frac=0.4970 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.0846 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3266 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6069 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.7932 corrupt_frac_t_0p6_0p8=0.1992 acc_corrupt_t_0p8_1p0=0.9376 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=183.4197 out_g_norm=0.0594 loss_all=3.1784 init_gold_top10=0.4925 init_gold_top100=0.4997 +step=5900 micro_steps=5900 elapsed=33.3s lr=3.000000e-04 loss=3.2159 loss_recon=3.2159 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5444 corrupt_frac=1.0000 acc_corrupt=0.5444 loss_corrupt=3.2159 wrong_frac=0.5058 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.0831 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3284 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6036 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.7952 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9366 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=184.4935 out_g_norm=0.0574 loss_all=3.4882 init_gold_top10=0.4597 init_gold_top100=0.4658 +step=6000 micro_steps=6000 elapsed=33.3s lr=3.000000e-04 loss=3.1224 loss_recon=3.1224 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5552 corrupt_frac=1.0000 acc_corrupt=0.5552 loss_corrupt=3.1224 wrong_frac=0.4968 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.0876 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3359 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6062 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.7954 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9385 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=185.5405 out_g_norm=0.0593 loss_all=2.9668 init_gold_top10=0.5251 init_gold_top100=0.5319 +step=6100 micro_steps=6100 elapsed=34.8s lr=3.000000e-04 loss=3.1314 loss_recon=3.1314 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5544 corrupt_frac=1.0000 acc_corrupt=0.5544 loss_corrupt=3.1314 wrong_frac=0.4976 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.0882 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3358 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6062 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.7954 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9398 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=186.5644 out_g_norm=0.0577 loss_all=3.4553 init_gold_top10=0.4717 init_gold_top100=0.4795 +step=6200 micro_steps=6200 elapsed=33.3s lr=3.000000e-04 loss=3.1666 loss_recon=3.1666 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5502 corrupt_frac=1.0000 acc_corrupt=0.5502 loss_corrupt=3.1666 wrong_frac=0.5007 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.0881 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3353 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6077 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.7916 corrupt_frac_t_0p6_0p8=0.1891 acc_corrupt_t_0p8_1p0=0.9412 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=187.5679 out_g_norm=0.0585 loss_all=3.4371 init_gold_top10=0.4668 init_gold_top100=0.4736 +step=6300 micro_steps=6300 elapsed=33.3s lr=3.000000e-04 loss=3.1719 loss_recon=3.1719 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5502 corrupt_frac=1.0000 acc_corrupt=0.5502 loss_corrupt=3.1719 wrong_frac=0.5010 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.0841 corrupt_frac_t_0p0_0p2=0.1979 acc_corrupt_t_0p2_0p4=0.3389 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6047 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.7907 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9385 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=188.5604 out_g_norm=0.0593 loss_all=3.0340 init_gold_top10=0.4920 init_gold_top100=0.4963 +step=6400 micro_steps=6400 elapsed=33.3s lr=3.000000e-04 loss=3.1720 loss_recon=3.1720 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5503 corrupt_frac=1.0000 acc_corrupt=0.5503 loss_corrupt=3.1720 wrong_frac=0.5024 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.0900 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3409 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6138 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.7955 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9405 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=189.5092 out_g_norm=0.0603 loss_all=3.2820 init_gold_top10=0.4796 init_gold_top100=0.4855 +step=6500 micro_steps=6500 elapsed=33.3s lr=3.000000e-04 loss=3.2186 loss_recon=3.2186 loss_meanflow=0.0000 mean_model_t=0.4885 mean_corrupt_t=0.4885 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5407 corrupt_frac=1.0000 acc_corrupt=0.5407 loss_corrupt=3.2186 wrong_frac=0.5114 init_acc_corrupt=0.4516 acc_corrupt_t_0p0_0p2=0.0908 corrupt_frac_t_0p0_0p2=0.2116 acc_corrupt_t_0p2_0p4=0.3344 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6056 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.7960 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9373 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=190.4644 out_g_norm=0.0558 loss_all=3.8647 init_gold_top10=0.3959 init_gold_top100=0.4029 +step=6600 micro_steps=6600 elapsed=33.3s lr=3.000000e-04 loss=3.1752 loss_recon=3.1752 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5477 corrupt_frac=1.0000 acc_corrupt=0.5477 loss_corrupt=3.1752 wrong_frac=0.5062 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.0873 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3363 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6115 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.7966 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9409 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=191.3835 out_g_norm=0.0570 loss_all=3.6286 init_gold_top10=0.4690 init_gold_top100=0.4766 +step=6700 micro_steps=6700 elapsed=33.2s lr=3.000000e-04 loss=3.1003 loss_recon=3.1003 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5560 corrupt_frac=1.0000 acc_corrupt=0.5560 loss_corrupt=3.1003 wrong_frac=0.4981 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.0871 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3352 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6084 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.7984 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9358 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=192.3061 out_g_norm=0.0618 loss_all=3.1861 init_gold_top10=0.4734 init_gold_top100=0.4786 +step=6800 micro_steps=6800 elapsed=33.1s lr=3.000000e-04 loss=3.1370 loss_recon=3.1370 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5540 corrupt_frac=1.0000 acc_corrupt=0.5540 loss_corrupt=3.1370 wrong_frac=0.4990 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.0846 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3347 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6106 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.7974 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9392 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=193.2222 out_g_norm=0.0560 loss_all=2.5614 init_gold_top10=0.5792 init_gold_top100=0.5844 +step=6900 micro_steps=6900 elapsed=33.2s lr=3.000000e-04 loss=3.0957 loss_recon=3.0957 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5592 corrupt_frac=1.0000 acc_corrupt=0.5592 loss_corrupt=3.0957 wrong_frac=0.4937 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.0894 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3376 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6053 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.7959 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9407 corrupt_frac_t_0p8_1p0=0.2188 out_w_norm=194.1165 out_g_norm=0.0588 loss_all=2.7794 init_gold_top10=0.5380 init_gold_top100=0.5431 +step=7000 micro_steps=7000 elapsed=33.2s lr=3.000000e-04 loss=3.1297 loss_recon=3.1297 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5532 corrupt_frac=1.0000 acc_corrupt=0.5532 loss_corrupt=3.1297 wrong_frac=0.5033 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.0921 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3409 corrupt_frac_t_0p2_0p4=0.2052 acc_corrupt_t_0p4_0p6=0.6064 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.7976 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9403 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=195.0045 out_g_norm=0.0561 loss_all=3.6844 init_gold_top10=0.4298 init_gold_top100=0.4392 +step=7100 micro_steps=7100 elapsed=34.6s lr=3.000000e-04 loss=3.0606 loss_recon=3.0606 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5617 corrupt_frac=1.0000 acc_corrupt=0.5617 loss_corrupt=3.0606 wrong_frac=0.4964 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.0904 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3375 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6170 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.7996 corrupt_frac_t_0p6_0p8=0.2122 acc_corrupt_t_0p8_1p0=0.9414 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=195.8824 out_g_norm=0.0562 loss_all=3.6662 init_gold_top10=0.4494 init_gold_top100=0.4569 +step=7200 micro_steps=7200 elapsed=33.1s lr=3.000000e-04 loss=3.1267 loss_recon=3.1267 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5538 corrupt_frac=1.0000 acc_corrupt=0.5538 loss_corrupt=3.1267 wrong_frac=0.5016 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.0863 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3386 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6147 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8012 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9404 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=196.7371 out_g_norm=0.0564 loss_all=2.9818 init_gold_top10=0.5175 init_gold_top100=0.5226 +step=7300 micro_steps=7300 elapsed=33.2s lr=3.000000e-04 loss=3.1389 loss_recon=3.1389 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5537 corrupt_frac=1.0000 acc_corrupt=0.5537 loss_corrupt=3.1389 wrong_frac=0.5009 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.0872 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3338 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6098 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.7983 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9392 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=197.5667 out_g_norm=0.0540 loss_all=3.4327 init_gold_top10=0.4443 init_gold_top100=0.4487 +step=7400 micro_steps=7400 elapsed=33.2s lr=3.000000e-04 loss=3.0750 loss_recon=3.0750 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5613 corrupt_frac=1.0000 acc_corrupt=0.5613 loss_corrupt=3.0750 wrong_frac=0.4950 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.0883 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3369 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6112 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.7989 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9428 corrupt_frac_t_0p8_1p0=0.2061 out_w_norm=198.3868 out_g_norm=0.0531 loss_all=3.4698 init_gold_top10=0.4563 init_gold_top100=0.4630 +step=7500 micro_steps=7500 elapsed=33.2s lr=3.000000e-04 loss=3.1202 loss_recon=3.1202 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5540 corrupt_frac=1.0000 acc_corrupt=0.5540 loss_corrupt=3.1202 wrong_frac=0.5036 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.0854 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3416 corrupt_frac_t_0p2_0p4=0.2131 acc_corrupt_t_0p4_0p6=0.6107 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.7992 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9422 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=199.1989 out_g_norm=0.0558 loss_all=3.5869 init_gold_top10=0.4372 init_gold_top100=0.4421 +step=7600 micro_steps=7600 elapsed=33.2s lr=3.000000e-04 loss=3.1599 loss_recon=3.1599 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5492 corrupt_frac=1.0000 acc_corrupt=0.5492 loss_corrupt=3.1599 wrong_frac=0.5063 init_acc_corrupt=0.4585 acc_corrupt_t_0p0_0p2=0.0866 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3370 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6106 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.7982 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9400 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=199.9910 out_g_norm=0.0568 loss_all=3.0800 init_gold_top10=0.4979 init_gold_top100=0.5019 +step=7700 micro_steps=7700 elapsed=33.2s lr=3.000000e-04 loss=3.0865 loss_recon=3.0865 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5568 corrupt_frac=1.0000 acc_corrupt=0.5568 loss_corrupt=3.0865 wrong_frac=0.5011 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.0873 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3462 corrupt_frac_t_0p2_0p4=0.2122 acc_corrupt_t_0p4_0p6=0.6164 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8002 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9442 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=200.7813 out_g_norm=0.0549 loss_all=3.4120 init_gold_top10=0.4590 init_gold_top100=0.4644 +step=7800 micro_steps=7800 elapsed=33.2s lr=3.000000e-04 loss=3.0782 loss_recon=3.0782 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5593 corrupt_frac=1.0000 acc_corrupt=0.5593 loss_corrupt=3.0782 wrong_frac=0.4975 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.0909 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3368 corrupt_frac_t_0p2_0p4=0.2008 acc_corrupt_t_0p4_0p6=0.6137 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.7950 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9422 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=201.5687 out_g_norm=0.0535 loss_all=2.7555 init_gold_top10=0.5440 init_gold_top100=0.5508 +step=7900 micro_steps=7900 elapsed=33.2s lr=3.000000e-04 loss=3.0661 loss_recon=3.0661 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5603 corrupt_frac=1.0000 acc_corrupt=0.5603 loss_corrupt=3.0661 wrong_frac=0.4978 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.0901 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3419 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6097 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8021 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9395 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=202.3332 out_g_norm=0.0561 loss_all=3.0492 init_gold_top10=0.4792 init_gold_top100=0.4850 +step=8000 micro_steps=8000 elapsed=33.1s lr=3.000000e-04 loss=3.1140 loss_recon=3.1140 loss_meanflow=0.0000 mean_model_t=0.4923 mean_corrupt_t=0.4923 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5531 corrupt_frac=1.0000 acc_corrupt=0.5531 loss_corrupt=3.1140 wrong_frac=0.5079 init_acc_corrupt=0.4568 acc_corrupt_t_0p0_0p2=0.0936 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3421 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6151 corrupt_frac_t_0p4_0p6=0.2166 acc_corrupt_t_0p6_0p8=0.8048 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9444 corrupt_frac_t_0p8_1p0=0.1812 out_w_norm=203.0917 out_g_norm=0.0558 loss_all=2.8530 init_gold_top10=0.5133 init_gold_top100=0.5168 +step=8100 micro_steps=8100 elapsed=34.5s lr=3.000000e-04 loss=3.0738 loss_recon=3.0738 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5591 corrupt_frac=1.0000 acc_corrupt=0.5591 loss_corrupt=3.0738 wrong_frac=0.5000 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.0907 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3405 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6190 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8030 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9445 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=203.8357 out_g_norm=0.0539 loss_all=3.3972 init_gold_top10=0.4329 init_gold_top100=0.4375 +step=8200 micro_steps=8200 elapsed=33.3s lr=3.000000e-04 loss=3.0480 loss_recon=3.0480 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5624 corrupt_frac=1.0000 acc_corrupt=0.5624 loss_corrupt=3.0480 wrong_frac=0.4960 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.0903 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3379 corrupt_frac_t_0p2_0p4=0.2141 acc_corrupt_t_0p4_0p6=0.6203 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8057 corrupt_frac_t_0p6_0p8=0.1989 acc_corrupt_t_0p8_1p0=0.9424 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=204.5692 out_g_norm=0.0537 loss_all=2.9003 init_gold_top10=0.5186 init_gold_top100=0.5239 +step=8300 micro_steps=8300 elapsed=33.1s lr=3.000000e-04 loss=3.1432 loss_recon=3.1432 loss_meanflow=0.0000 mean_model_t=0.4929 mean_corrupt_t=0.4929 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5505 corrupt_frac=1.0000 acc_corrupt=0.5505 loss_corrupt=3.1432 wrong_frac=0.5072 init_acc_corrupt=0.4563 acc_corrupt_t_0p0_0p2=0.0895 corrupt_frac_t_0p0_0p2=0.2125 acc_corrupt_t_0p2_0p4=0.3360 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6199 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8050 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9416 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=205.2939 out_g_norm=0.0524 loss_all=2.7679 init_gold_top10=0.5155 init_gold_top100=0.5197 +step=8400 micro_steps=8400 elapsed=33.2s lr=3.000000e-04 loss=3.0700 loss_recon=3.0700 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5588 corrupt_frac=1.0000 acc_corrupt=0.5588 loss_corrupt=3.0700 wrong_frac=0.5017 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.0912 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3455 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6168 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8037 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9422 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=206.0120 out_g_norm=0.0525 loss_all=3.3273 init_gold_top10=0.4709 init_gold_top100=0.4788 +step=8500 micro_steps=8500 elapsed=33.4s lr=3.000000e-04 loss=3.0355 loss_recon=3.0355 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5637 corrupt_frac=1.0000 acc_corrupt=0.5637 loss_corrupt=3.0355 wrong_frac=0.4974 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.0918 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3432 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6206 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8018 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9419 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=206.7213 out_g_norm=0.0581 loss_all=2.5579 init_gold_top10=0.5628 init_gold_top100=0.5678 +step=8600 micro_steps=8600 elapsed=33.3s lr=3.000000e-04 loss=3.0886 loss_recon=3.0886 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5591 corrupt_frac=1.0000 acc_corrupt=0.5591 loss_corrupt=3.0886 wrong_frac=0.5000 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.0938 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3401 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6183 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8049 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9417 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=207.4280 out_g_norm=0.0585 loss_all=3.0956 init_gold_top10=0.4864 init_gold_top100=0.4901 +step=8700 micro_steps=8700 elapsed=33.4s lr=3.000000e-04 loss=2.9648 loss_recon=2.9648 loss_meanflow=0.0000 mean_model_t=0.5127 mean_corrupt_t=0.5127 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5738 corrupt_frac=1.0000 acc_corrupt=0.5738 loss_corrupt=2.9648 wrong_frac=0.4874 init_acc_corrupt=0.4808 acc_corrupt_t_0p0_0p2=0.0901 corrupt_frac_t_0p0_0p2=0.1973 acc_corrupt_t_0p2_0p4=0.3432 corrupt_frac_t_0p2_0p4=0.1821 acc_corrupt_t_0p4_0p6=0.6193 corrupt_frac_t_0p4_0p6=0.2042 acc_corrupt_t_0p6_0p8=0.8056 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9432 corrupt_frac_t_0p8_1p0=0.2128 out_w_norm=208.1213 out_g_norm=0.0544 loss_all=3.3287 init_gold_top10=0.4577 init_gold_top100=0.4629 +step=8800 micro_steps=8800 elapsed=33.4s lr=3.000000e-04 loss=3.1119 loss_recon=3.1119 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5546 corrupt_frac=1.0000 acc_corrupt=0.5546 loss_corrupt=3.1119 wrong_frac=0.5061 init_acc_corrupt=0.4582 acc_corrupt_t_0p0_0p2=0.0929 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3403 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6204 corrupt_frac_t_0p4_0p6=0.2118 acc_corrupt_t_0p6_0p8=0.8044 corrupt_frac_t_0p6_0p8=0.2014 acc_corrupt_t_0p8_1p0=0.9419 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=208.8175 out_g_norm=0.0515 loss_all=2.1765 init_gold_top10=0.6018 init_gold_top100=0.6053 +step=8900 micro_steps=8900 elapsed=33.6s lr=3.000000e-04 loss=3.0108 loss_recon=3.0108 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5671 corrupt_frac=1.0000 acc_corrupt=0.5671 loss_corrupt=3.0108 wrong_frac=0.4945 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.0937 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3496 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6205 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8087 corrupt_frac_t_0p6_0p8=0.2030 acc_corrupt_t_0p8_1p0=0.9429 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=209.5054 out_g_norm=0.0522 loss_all=3.7412 init_gold_top10=0.4025 init_gold_top100=0.4103 +step=9000 micro_steps=9000 elapsed=33.4s lr=3.000000e-04 loss=3.0059 loss_recon=3.0059 loss_meanflow=0.0000 mean_model_t=0.5064 mean_corrupt_t=0.5064 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5672 corrupt_frac=1.0000 acc_corrupt=0.5672 loss_corrupt=3.0059 wrong_frac=0.4939 init_acc_corrupt=0.4725 acc_corrupt_t_0p0_0p2=0.0923 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3460 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6166 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8059 corrupt_frac_t_0p6_0p8=0.2119 acc_corrupt_t_0p8_1p0=0.9462 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=210.1803 out_g_norm=0.0519 loss_all=3.7597 init_gold_top10=0.4008 init_gold_top100=0.4093 +step=9100 micro_steps=9100 elapsed=34.9s lr=3.000000e-04 loss=3.0723 loss_recon=3.0723 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5575 corrupt_frac=1.0000 acc_corrupt=0.5575 loss_corrupt=3.0723 wrong_frac=0.5029 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.0928 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3444 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6198 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8098 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9471 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=210.8513 out_g_norm=0.0499 loss_all=2.4306 init_gold_top10=0.5810 init_gold_top100=0.5854 +step=9200 micro_steps=9200 elapsed=33.6s lr=3.000000e-04 loss=3.0195 loss_recon=3.0195 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5644 corrupt_frac=1.0000 acc_corrupt=0.5644 loss_corrupt=3.0195 wrong_frac=0.4992 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.0888 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3473 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6197 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8035 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9446 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=211.5119 out_g_norm=0.0529 loss_all=2.9658 init_gold_top10=0.5034 init_gold_top100=0.5080 +step=9300 micro_steps=9300 elapsed=33.4s lr=3.000000e-04 loss=3.0691 loss_recon=3.0691 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5591 corrupt_frac=1.0000 acc_corrupt=0.5591 loss_corrupt=3.0691 wrong_frac=0.5040 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.0906 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.3528 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6236 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8047 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9444 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=212.1729 out_g_norm=0.0522 loss_all=3.1067 init_gold_top10=0.4876 init_gold_top100=0.4939 +step=9400 micro_steps=9400 elapsed=33.4s lr=3.000000e-04 loss=3.0343 loss_recon=3.0343 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5630 corrupt_frac=1.0000 acc_corrupt=0.5630 loss_corrupt=3.0343 wrong_frac=0.4997 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.0926 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3522 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6154 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8081 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9464 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=212.8301 out_g_norm=0.0520 loss_all=2.0914 init_gold_top10=0.6090 init_gold_top100=0.6139 +step=9500 micro_steps=9500 elapsed=33.4s lr=3.000000e-04 loss=3.0307 loss_recon=3.0307 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5638 corrupt_frac=1.0000 acc_corrupt=0.5638 loss_corrupt=3.0307 wrong_frac=0.4970 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.0873 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3394 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6189 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8030 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9435 corrupt_frac_t_0p8_1p0=0.2125 out_w_norm=213.4819 out_g_norm=0.0518 loss_all=3.5109 init_gold_top10=0.4594 init_gold_top100=0.4678 +step=9600 micro_steps=9600 elapsed=33.7s lr=3.000000e-04 loss=3.0677 loss_recon=3.0677 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5585 corrupt_frac=1.0000 acc_corrupt=0.5585 loss_corrupt=3.0677 wrong_frac=0.5043 init_acc_corrupt=0.4606 acc_corrupt_t_0p0_0p2=0.0891 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3501 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6262 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8114 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9449 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=214.1291 out_g_norm=0.0497 loss_all=2.3719 init_gold_top10=0.5548 init_gold_top100=0.5586 +step=9700 micro_steps=9700 elapsed=33.6s lr=3.000000e-04 loss=3.0190 loss_recon=3.0190 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5649 corrupt_frac=1.0000 acc_corrupt=0.5649 loss_corrupt=3.0190 wrong_frac=0.4977 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.0901 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3503 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6231 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8051 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9440 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=214.7718 out_g_norm=0.0502 loss_all=3.3861 init_gold_top10=0.4577 init_gold_top100=0.4647 +step=9800 micro_steps=9800 elapsed=33.6s lr=3.000000e-04 loss=3.0289 loss_recon=3.0289 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5636 corrupt_frac=1.0000 acc_corrupt=0.5636 loss_corrupt=3.0289 wrong_frac=0.4975 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.0938 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3398 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6218 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8076 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9455 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=215.3992 out_g_norm=0.0622 loss_all=3.4749 init_gold_top10=0.4429 init_gold_top100=0.4500 +step=9900 micro_steps=9900 elapsed=33.1s lr=3.000000e-04 loss=3.0521 loss_recon=3.0521 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5606 corrupt_frac=1.0000 acc_corrupt=0.5606 loss_corrupt=3.0521 wrong_frac=0.5013 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.0908 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3460 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6213 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8056 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9464 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=216.0228 out_g_norm=0.0501 loss_all=3.0685 init_gold_top10=0.4940 init_gold_top100=0.5016 +step=10000 micro_steps=10000 elapsed=33.2s lr=3.000000e-04 loss=3.0212 loss_recon=3.0212 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5652 corrupt_frac=1.0000 acc_corrupt=0.5652 loss_corrupt=3.0212 wrong_frac=0.4969 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.0885 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3426 corrupt_frac_t_0p2_0p4=0.1834 acc_corrupt_t_0p4_0p6=0.6212 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8052 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9452 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=216.6377 out_g_norm=0.0491 loss_all=2.8001 init_gold_top10=0.5221 init_gold_top100=0.5287 +step=10100 micro_steps=10100 elapsed=51.6s lr=3.000000e-04 loss=3.0072 loss_recon=3.0072 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5664 corrupt_frac=1.0000 acc_corrupt=0.5664 loss_corrupt=3.0072 wrong_frac=0.4957 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.0911 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3516 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6224 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8090 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9464 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=217.2569 out_g_norm=0.0526 loss_all=3.4226 init_gold_top10=0.4535 init_gold_top100=0.4610 +step=10200 micro_steps=10200 elapsed=53.3s lr=3.000000e-04 loss=3.0119 loss_recon=3.0119 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5658 corrupt_frac=1.0000 acc_corrupt=0.5658 loss_corrupt=3.0119 wrong_frac=0.4977 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.0901 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3517 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6218 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8038 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9432 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=217.8749 out_g_norm=0.0517 loss_all=2.9119 init_gold_top10=0.5017 init_gold_top100=0.5063 +step=10300 micro_steps=10300 elapsed=53.2s lr=3.000000e-04 loss=3.0307 loss_recon=3.0307 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5645 corrupt_frac=1.0000 acc_corrupt=0.5645 loss_corrupt=3.0307 wrong_frac=0.5013 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.0924 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3531 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6209 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8083 corrupt_frac_t_0p6_0p8=0.2191 acc_corrupt_t_0p8_1p0=0.9446 corrupt_frac_t_0p8_1p0=0.1923 out_w_norm=218.4876 out_g_norm=0.0500 loss_all=2.9451 init_gold_top10=0.5121 init_gold_top100=0.5201 +step=10400 micro_steps=10400 elapsed=53.1s lr=3.000000e-04 loss=3.0233 loss_recon=3.0233 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5643 corrupt_frac=1.0000 acc_corrupt=0.5643 loss_corrupt=3.0233 wrong_frac=0.5008 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.0918 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.3550 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6240 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8090 corrupt_frac_t_0p6_0p8=0.2102 acc_corrupt_t_0p8_1p0=0.9456 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=219.0962 out_g_norm=0.0501 loss_all=2.9968 init_gold_top10=0.4911 init_gold_top100=0.4958 +step=10500 micro_steps=10500 elapsed=52.8s lr=3.000000e-04 loss=3.0555 loss_recon=3.0555 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5597 corrupt_frac=1.0000 acc_corrupt=0.5597 loss_corrupt=3.0555 wrong_frac=0.5028 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.0901 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3500 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6221 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8097 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9454 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=219.7060 out_g_norm=0.0512 loss_all=2.9723 init_gold_top10=0.4744 init_gold_top100=0.4815 +step=10600 micro_steps=10600 elapsed=53.6s lr=3.000000e-04 loss=2.9591 loss_recon=2.9591 loss_meanflow=0.0000 mean_model_t=0.5084 mean_corrupt_t=0.5084 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5732 corrupt_frac=1.0000 acc_corrupt=0.5732 loss_corrupt=2.9591 wrong_frac=0.4915 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.0935 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3460 corrupt_frac_t_0p2_0p4=0.2055 acc_corrupt_t_0p4_0p6=0.6229 corrupt_frac_t_0p4_0p6=0.1862 acc_corrupt_t_0p6_0p8=0.8115 corrupt_frac_t_0p6_0p8=0.2184 acc_corrupt_t_0p8_1p0=0.9450 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=220.3055 out_g_norm=0.0515 loss_all=3.0556 init_gold_top10=0.4839 init_gold_top100=0.4917 +step=10700 micro_steps=10700 elapsed=53.6s lr=3.000000e-04 loss=3.0463 loss_recon=3.0463 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5613 corrupt_frac=1.0000 acc_corrupt=0.5613 loss_corrupt=3.0463 wrong_frac=0.5004 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.0902 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3436 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6227 corrupt_frac_t_0p4_0p6=0.2039 acc_corrupt_t_0p6_0p8=0.8083 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9494 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=220.9117 out_g_norm=0.0503 loss_all=3.4385 init_gold_top10=0.4610 init_gold_top100=0.4675 +step=10800 micro_steps=10800 elapsed=46.2s lr=3.000000e-04 loss=3.0829 loss_recon=3.0829 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5570 corrupt_frac=1.0000 acc_corrupt=0.5570 loss_corrupt=3.0829 wrong_frac=0.5060 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.0901 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3478 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6218 corrupt_frac_t_0p4_0p6=0.2094 acc_corrupt_t_0p6_0p8=0.8055 corrupt_frac_t_0p6_0p8=0.1819 acc_corrupt_t_0p8_1p0=0.9435 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=221.5025 out_g_norm=0.0497 loss_all=3.0950 init_gold_top10=0.4794 init_gold_top100=0.4862 +step=10900 micro_steps=10900 elapsed=33.7s lr=3.000000e-04 loss=3.0695 loss_recon=3.0695 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5587 corrupt_frac=1.0000 acc_corrupt=0.5587 loss_corrupt=3.0695 wrong_frac=0.5068 init_acc_corrupt=0.4589 acc_corrupt_t_0p0_0p2=0.0909 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3527 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6253 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8111 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9445 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=222.0948 out_g_norm=0.0489 loss_all=3.4468 init_gold_top10=0.4561 init_gold_top100=0.4641 +step=11000 micro_steps=11000 elapsed=33.5s lr=3.000000e-04 loss=3.0326 loss_recon=3.0326 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5631 corrupt_frac=1.0000 acc_corrupt=0.5631 loss_corrupt=3.0326 wrong_frac=0.5036 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.0932 corrupt_frac_t_0p0_0p2=0.2061 acc_corrupt_t_0p2_0p4=0.3542 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6301 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8123 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9446 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=222.6730 out_g_norm=0.0487 loss_all=2.4814 init_gold_top10=0.5662 init_gold_top100=0.5697 +step=11100 micro_steps=11100 elapsed=35.1s lr=3.000000e-04 loss=3.0755 loss_recon=3.0755 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5561 corrupt_frac=1.0000 acc_corrupt=0.5561 loss_corrupt=3.0755 wrong_frac=0.5058 init_acc_corrupt=0.4574 acc_corrupt_t_0p0_0p2=0.0952 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3508 corrupt_frac_t_0p2_0p4=0.2137 acc_corrupt_t_0p4_0p6=0.6233 corrupt_frac_t_0p4_0p6=0.1878 acc_corrupt_t_0p6_0p8=0.8130 corrupt_frac_t_0p6_0p8=0.1878 acc_corrupt_t_0p8_1p0=0.9456 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=223.2568 out_g_norm=0.0515 loss_all=2.1034 init_gold_top10=0.5586 init_gold_top100=0.5630 +step=11200 micro_steps=11200 elapsed=33.4s lr=3.000000e-04 loss=2.9984 loss_recon=2.9984 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5662 corrupt_frac=1.0000 acc_corrupt=0.5662 loss_corrupt=2.9984 wrong_frac=0.4986 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.0914 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3498 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6275 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8072 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9476 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=223.8401 out_g_norm=0.0477 loss_all=3.1844 init_gold_top10=0.4577 init_gold_top100=0.4625 +step=11300 micro_steps=11300 elapsed=33.2s lr=3.000000e-04 loss=2.9662 loss_recon=2.9662 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5697 corrupt_frac=1.0000 acc_corrupt=0.5697 loss_corrupt=2.9662 wrong_frac=0.4970 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.0953 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3545 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6260 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8100 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9451 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=224.4156 out_g_norm=0.0506 loss_all=3.1084 init_gold_top10=0.4883 init_gold_top100=0.4947 +step=11400 micro_steps=11400 elapsed=33.3s lr=3.000000e-04 loss=3.0590 loss_recon=3.0590 loss_meanflow=0.0000 mean_model_t=0.4930 mean_corrupt_t=0.4930 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5585 corrupt_frac=1.0000 acc_corrupt=0.5585 loss_corrupt=3.0590 wrong_frac=0.5072 init_acc_corrupt=0.4571 acc_corrupt_t_0p0_0p2=0.0954 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3507 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6230 corrupt_frac_t_0p4_0p6=0.1859 acc_corrupt_t_0p6_0p8=0.8094 corrupt_frac_t_0p6_0p8=0.2209 acc_corrupt_t_0p8_1p0=0.9451 corrupt_frac_t_0p8_1p0=0.1819 out_w_norm=224.9773 out_g_norm=0.0477 loss_all=2.7597 init_gold_top10=0.4894 init_gold_top100=0.4946 +step=11500 micro_steps=11500 elapsed=33.1s lr=3.000000e-04 loss=3.0479 loss_recon=3.0479 loss_meanflow=0.0000 mean_model_t=0.4929 mean_corrupt_t=0.4929 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5586 corrupt_frac=1.0000 acc_corrupt=0.5586 loss_corrupt=3.0479 wrong_frac=0.5071 init_acc_corrupt=0.4563 acc_corrupt_t_0p0_0p2=0.0952 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3490 corrupt_frac_t_0p2_0p4=0.2172 acc_corrupt_t_0p4_0p6=0.6278 corrupt_frac_t_0p4_0p6=0.1992 acc_corrupt_t_0p6_0p8=0.8084 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9450 corrupt_frac_t_0p8_1p0=0.1844 out_w_norm=225.5480 out_g_norm=0.0492 loss_all=2.3425 init_gold_top10=0.5602 init_gold_top100=0.5629 +step=11600 micro_steps=11600 elapsed=33.3s lr=3.000000e-04 loss=3.0218 loss_recon=3.0218 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5653 corrupt_frac=1.0000 acc_corrupt=0.5653 loss_corrupt=3.0218 wrong_frac=0.5003 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.0900 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3518 corrupt_frac_t_0p2_0p4=0.1970 acc_corrupt_t_0p4_0p6=0.6279 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8157 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9458 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=226.1154 out_g_norm=0.0490 loss_all=3.2557 init_gold_top10=0.4732 init_gold_top100=0.4799 +step=11700 micro_steps=11700 elapsed=33.3s lr=3.000000e-04 loss=3.0830 loss_recon=3.0830 loss_meanflow=0.0000 mean_model_t=0.4937 mean_corrupt_t=0.4937 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5575 corrupt_frac=1.0000 acc_corrupt=0.5575 loss_corrupt=3.0830 wrong_frac=0.5068 init_acc_corrupt=0.4574 acc_corrupt_t_0p0_0p2=0.0937 corrupt_frac_t_0p0_0p2=0.2134 acc_corrupt_t_0p2_0p4=0.3561 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6240 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8102 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9466 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=226.6805 out_g_norm=0.0492 loss_all=3.3655 init_gold_top10=0.4563 init_gold_top100=0.4628 +step=11800 micro_steps=11800 elapsed=33.3s lr=3.000000e-04 loss=3.0158 loss_recon=3.0158 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5649 corrupt_frac=1.0000 acc_corrupt=0.5649 loss_corrupt=3.0158 wrong_frac=0.5010 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.0960 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3515 corrupt_frac_t_0p2_0p4=0.1999 acc_corrupt_t_0p4_0p6=0.6319 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8095 corrupt_frac_t_0p6_0p8=0.1926 acc_corrupt_t_0p8_1p0=0.9453 corrupt_frac_t_0p8_1p0=0.2105 out_w_norm=227.2321 out_g_norm=0.0494 loss_all=3.1786 init_gold_top10=0.4562 init_gold_top100=0.4625 +step=11900 micro_steps=11900 elapsed=33.3s lr=3.000000e-04 loss=2.9486 loss_recon=2.9486 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5727 corrupt_frac=1.0000 acc_corrupt=0.5727 loss_corrupt=2.9486 wrong_frac=0.4946 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.0915 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3592 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6280 corrupt_frac_t_0p4_0p6=0.2058 acc_corrupt_t_0p6_0p8=0.8101 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9476 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=227.7846 out_g_norm=0.0472 loss_all=2.7966 init_gold_top10=0.5147 init_gold_top100=0.5188 +step=12000 micro_steps=12000 elapsed=33.4s lr=3.000000e-04 loss=3.0647 loss_recon=3.0647 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5597 corrupt_frac=1.0000 acc_corrupt=0.5597 loss_corrupt=3.0647 wrong_frac=0.5034 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.0922 corrupt_frac_t_0p0_0p2=0.2131 acc_corrupt_t_0p2_0p4=0.3532 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6281 corrupt_frac_t_0p4_0p6=0.1853 acc_corrupt_t_0p6_0p8=0.8100 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9446 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=228.3396 out_g_norm=0.0501 loss_all=3.0870 init_gold_top10=0.4716 init_gold_top100=0.4774 +step=12100 micro_steps=12100 elapsed=34.8s lr=3.000000e-04 loss=3.0422 loss_recon=3.0422 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5606 corrupt_frac=1.0000 acc_corrupt=0.5606 loss_corrupt=3.0422 wrong_frac=0.5046 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.0947 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3458 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6264 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8142 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9453 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=228.8827 out_g_norm=0.0491 loss_all=2.4352 init_gold_top10=0.5468 init_gold_top100=0.5510 +step=12200 micro_steps=12200 elapsed=33.2s lr=3.000000e-04 loss=2.9509 loss_recon=2.9509 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5724 corrupt_frac=1.0000 acc_corrupt=0.5724 loss_corrupt=2.9509 wrong_frac=0.4949 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3597 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6390 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8122 corrupt_frac_t_0p6_0p8=0.1998 acc_corrupt_t_0p8_1p0=0.9472 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=229.4117 out_g_norm=0.0488 loss_all=3.1648 init_gold_top10=0.4847 init_gold_top100=0.4918 +step=12300 micro_steps=12300 elapsed=33.2s lr=3.000000e-04 loss=2.9507 loss_recon=2.9507 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5721 corrupt_frac=1.0000 acc_corrupt=0.5721 loss_corrupt=2.9507 wrong_frac=0.4950 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.0953 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3523 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6234 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8114 corrupt_frac_t_0p6_0p8=0.2023 acc_corrupt_t_0p8_1p0=0.9470 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=229.9704 out_g_norm=0.0462 loss_all=2.4274 init_gold_top10=0.5483 init_gold_top100=0.5525 +step=12400 micro_steps=12400 elapsed=33.4s lr=3.000000e-04 loss=2.9468 loss_recon=2.9468 loss_meanflow=0.0000 mean_model_t=0.5072 mean_corrupt_t=0.5072 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5737 corrupt_frac=1.0000 acc_corrupt=0.5737 loss_corrupt=2.9468 wrong_frac=0.4930 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.0928 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3519 corrupt_frac_t_0p2_0p4=0.1856 acc_corrupt_t_0p4_0p6=0.6279 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8130 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9455 corrupt_frac_t_0p8_1p0=0.2147 out_w_norm=230.5122 out_g_norm=0.0455 loss_all=3.4929 init_gold_top10=0.4551 init_gold_top100=0.4649 +step=12500 micro_steps=12500 elapsed=33.2s lr=3.000000e-04 loss=2.9077 loss_recon=2.9077 loss_meanflow=0.0000 mean_model_t=0.5108 mean_corrupt_t=0.5108 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5783 corrupt_frac=1.0000 acc_corrupt=0.5783 loss_corrupt=2.9077 wrong_frac=0.4890 init_acc_corrupt=0.4785 acc_corrupt_t_0p0_0p2=0.0898 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3554 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6274 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8135 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9458 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=231.0478 out_g_norm=0.0473 loss_all=3.5770 init_gold_top10=0.4355 init_gold_top100=0.4430 +step=12600 micro_steps=12600 elapsed=33.3s lr=3.000000e-04 loss=3.0225 loss_recon=3.0225 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5636 corrupt_frac=1.0000 acc_corrupt=0.5636 loss_corrupt=3.0225 wrong_frac=0.5015 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.0910 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3485 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6246 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8131 corrupt_frac_t_0p6_0p8=0.2055 acc_corrupt_t_0p8_1p0=0.9454 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=231.5883 out_g_norm=0.0472 loss_all=2.9788 init_gold_top10=0.4973 init_gold_top100=0.5043 +step=12700 micro_steps=12700 elapsed=33.1s lr=3.000000e-04 loss=2.9777 loss_recon=2.9777 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5684 corrupt_frac=1.0000 acc_corrupt=0.5684 loss_corrupt=2.9777 wrong_frac=0.5012 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.0931 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3590 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6337 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8168 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9462 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=232.1212 out_g_norm=0.0468 loss_all=3.5097 init_gold_top10=0.4211 init_gold_top100=0.4287 +step=12800 micro_steps=12800 elapsed=33.2s lr=3.000000e-04 loss=3.0059 loss_recon=3.0059 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5652 corrupt_frac=1.0000 acc_corrupt=0.5652 loss_corrupt=3.0059 wrong_frac=0.5009 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.0962 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3505 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6265 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8121 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9469 corrupt_frac_t_0p8_1p0=0.2039 out_w_norm=232.6501 out_g_norm=0.0477 loss_all=3.0672 init_gold_top10=0.5161 init_gold_top100=0.5232 +step=12900 micro_steps=12900 elapsed=33.2s lr=3.000000e-04 loss=2.9553 loss_recon=2.9553 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5711 corrupt_frac=1.0000 acc_corrupt=0.5711 loss_corrupt=2.9553 wrong_frac=0.4975 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.0935 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3535 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6244 corrupt_frac_t_0p4_0p6=0.2137 acc_corrupt_t_0p6_0p8=0.8128 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9447 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=233.1814 out_g_norm=0.0451 loss_all=3.1404 init_gold_top10=0.4549 init_gold_top100=0.4597 +step=13000 micro_steps=13000 elapsed=33.2s lr=3.000000e-04 loss=2.9213 loss_recon=2.9213 loss_meanflow=0.0000 mean_model_t=0.5078 mean_corrupt_t=0.5078 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5766 corrupt_frac=1.0000 acc_corrupt=0.5766 loss_corrupt=2.9213 wrong_frac=0.4921 init_acc_corrupt=0.4743 acc_corrupt_t_0p0_0p2=0.0944 corrupt_frac_t_0p0_0p2=0.1881 acc_corrupt_t_0p2_0p4=0.3543 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6319 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8120 corrupt_frac_t_0p6_0p8=0.2188 acc_corrupt_t_0p8_1p0=0.9465 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=233.7033 out_g_norm=0.0468 loss_all=2.9055 init_gold_top10=0.4839 init_gold_top100=0.4887 +step=13100 micro_steps=13100 elapsed=34.6s lr=3.000000e-04 loss=2.9202 loss_recon=2.9202 loss_meanflow=0.0000 mean_model_t=0.5062 mean_corrupt_t=0.5062 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5756 corrupt_frac=1.0000 acc_corrupt=0.5756 loss_corrupt=2.9202 wrong_frac=0.4939 init_acc_corrupt=0.4729 acc_corrupt_t_0p0_0p2=0.0907 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3564 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6323 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8137 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9468 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=234.2097 out_g_norm=0.0451 loss_all=3.1451 init_gold_top10=0.4601 init_gold_top100=0.4664 +step=13200 micro_steps=13200 elapsed=33.1s lr=3.000000e-04 loss=2.9935 loss_recon=2.9935 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5668 corrupt_frac=1.0000 acc_corrupt=0.5668 loss_corrupt=2.9935 wrong_frac=0.4998 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.0954 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3535 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6262 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8141 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9462 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=234.7282 out_g_norm=0.0457 loss_all=2.1781 init_gold_top10=0.6033 init_gold_top100=0.6056 +step=13300 micro_steps=13300 elapsed=33.2s lr=3.000000e-04 loss=3.0708 loss_recon=3.0708 loss_meanflow=0.0000 mean_model_t=0.4923 mean_corrupt_t=0.4923 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5577 corrupt_frac=1.0000 acc_corrupt=0.5577 loss_corrupt=3.0708 wrong_frac=0.5081 init_acc_corrupt=0.4571 acc_corrupt_t_0p0_0p2=0.0909 corrupt_frac_t_0p0_0p2=0.2102 acc_corrupt_t_0p2_0p4=0.3533 corrupt_frac_t_0p2_0p4=0.2049 acc_corrupt_t_0p4_0p6=0.6275 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8117 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9463 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=235.2477 out_g_norm=0.0443 loss_all=2.7733 init_gold_top10=0.5110 init_gold_top100=0.5167 +step=13400 micro_steps=13400 elapsed=33.2s lr=3.000000e-04 loss=2.9842 loss_recon=2.9842 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5667 corrupt_frac=1.0000 acc_corrupt=0.5667 loss_corrupt=2.9842 wrong_frac=0.4998 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.0956 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3536 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6326 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8157 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9480 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=235.7520 out_g_norm=0.0461 loss_all=3.1086 init_gold_top10=0.4727 init_gold_top100=0.4802 +step=13500 micro_steps=13500 elapsed=33.1s lr=3.000000e-04 loss=2.9996 loss_recon=2.9996 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5663 corrupt_frac=1.0000 acc_corrupt=0.5663 loss_corrupt=2.9996 wrong_frac=0.5015 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.0912 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3564 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6337 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8159 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9474 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=236.2656 out_g_norm=0.0457 loss_all=2.6485 init_gold_top10=0.5414 init_gold_top100=0.5456 +step=13600 micro_steps=13600 elapsed=33.2s lr=3.000000e-04 loss=2.9819 loss_recon=2.9819 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5688 corrupt_frac=1.0000 acc_corrupt=0.5688 loss_corrupt=2.9819 wrong_frac=0.5024 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3625 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6330 corrupt_frac_t_0p4_0p6=0.1872 acc_corrupt_t_0p6_0p8=0.8163 corrupt_frac_t_0p6_0p8=0.2131 acc_corrupt_t_0p8_1p0=0.9486 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=236.7648 out_g_norm=0.0463 loss_all=3.2459 init_gold_top10=0.4666 init_gold_top100=0.4727 +step=13700 micro_steps=13700 elapsed=33.3s lr=3.000000e-04 loss=3.0043 loss_recon=3.0043 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5642 corrupt_frac=1.0000 acc_corrupt=0.5642 loss_corrupt=3.0043 wrong_frac=0.5028 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.0913 corrupt_frac_t_0p0_0p2=0.2134 acc_corrupt_t_0p2_0p4=0.3567 corrupt_frac_t_0p2_0p4=0.1859 acc_corrupt_t_0p4_0p6=0.6282 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8122 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9472 corrupt_frac_t_0p8_1p0=0.2074 out_w_norm=237.2653 out_g_norm=0.0463 loss_all=3.2237 init_gold_top10=0.4762 init_gold_top100=0.4820 +step=13800 micro_steps=13800 elapsed=33.2s lr=3.000000e-04 loss=2.9252 loss_recon=2.9252 loss_meanflow=0.0000 mean_model_t=0.5075 mean_corrupt_t=0.5075 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5759 corrupt_frac=1.0000 acc_corrupt=0.5759 loss_corrupt=2.9252 wrong_frac=0.4924 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.0978 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3542 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6301 corrupt_frac_t_0p4_0p6=0.1891 acc_corrupt_t_0p6_0p8=0.8120 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9448 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=237.7652 out_g_norm=0.0475 loss_all=2.7739 init_gold_top10=0.5296 init_gold_top100=0.5341 +step=13900 micro_steps=13900 elapsed=33.4s lr=3.000000e-04 loss=2.9802 loss_recon=2.9802 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5653 corrupt_frac=1.0000 acc_corrupt=0.5653 loss_corrupt=2.9802 wrong_frac=0.5059 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.0931 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3609 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6324 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8152 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9479 corrupt_frac_t_0p8_1p0=0.1884 out_w_norm=238.2675 out_g_norm=0.0469 loss_all=2.8783 init_gold_top10=0.5136 init_gold_top100=0.5198 +step=14000 micro_steps=14000 elapsed=33.2s lr=3.000000e-04 loss=2.9790 loss_recon=2.9790 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5685 corrupt_frac=1.0000 acc_corrupt=0.5685 loss_corrupt=2.9790 wrong_frac=0.4987 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.0920 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3499 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6323 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8154 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9484 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=238.7652 out_g_norm=0.0470 loss_all=3.3197 init_gold_top10=0.4836 init_gold_top100=0.4902 +step=14100 micro_steps=14100 elapsed=34.9s lr=3.000000e-04 loss=2.9543 loss_recon=2.9543 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5704 corrupt_frac=1.0000 acc_corrupt=0.5704 loss_corrupt=2.9543 wrong_frac=0.4992 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.0926 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3607 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6356 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8103 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9473 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=239.2591 out_g_norm=0.0458 loss_all=2.7882 init_gold_top10=0.5082 init_gold_top100=0.5129 +step=14200 micro_steps=14200 elapsed=33.4s lr=3.000000e-04 loss=2.9716 loss_recon=2.9716 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5682 corrupt_frac=1.0000 acc_corrupt=0.5682 loss_corrupt=2.9716 wrong_frac=0.4988 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.0939 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3504 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6306 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8157 corrupt_frac_t_0p6_0p8=0.2014 acc_corrupt_t_0p8_1p0=0.9483 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=239.7494 out_g_norm=0.0443 loss_all=2.9840 init_gold_top10=0.5226 init_gold_top100=0.5292 +step=14300 micro_steps=14300 elapsed=33.3s lr=3.000000e-04 loss=2.9087 loss_recon=2.9087 loss_meanflow=0.0000 mean_model_t=0.5063 mean_corrupt_t=0.5063 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5767 corrupt_frac=1.0000 acc_corrupt=0.5767 loss_corrupt=2.9087 wrong_frac=0.4935 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.0977 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3563 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6382 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8169 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9481 corrupt_frac_t_0p8_1p0=0.2141 out_w_norm=240.2394 out_g_norm=0.0450 loss_all=2.6388 init_gold_top10=0.5507 init_gold_top100=0.5576 +step=14400 micro_steps=14400 elapsed=33.4s lr=3.000000e-04 loss=2.9424 loss_recon=2.9424 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5725 corrupt_frac=1.0000 acc_corrupt=0.5725 loss_corrupt=2.9424 wrong_frac=0.4975 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.0948 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3562 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6327 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8135 corrupt_frac_t_0p6_0p8=0.2122 acc_corrupt_t_0p8_1p0=0.9477 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=240.7303 out_g_norm=0.0460 loss_all=3.6305 init_gold_top10=0.4262 init_gold_top100=0.4334 +step=14500 micro_steps=14500 elapsed=33.3s lr=3.000000e-04 loss=2.9428 loss_recon=2.9428 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5716 corrupt_frac=1.0000 acc_corrupt=0.5716 loss_corrupt=2.9428 wrong_frac=0.4983 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.0938 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3610 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6278 corrupt_frac_t_0p4_0p6=0.2228 acc_corrupt_t_0p6_0p8=0.8138 corrupt_frac_t_0p6_0p8=0.1819 acc_corrupt_t_0p8_1p0=0.9470 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=241.2131 out_g_norm=0.0437 loss_all=2.7155 init_gold_top10=0.5251 init_gold_top100=0.5300 +step=14600 micro_steps=14600 elapsed=33.2s lr=3.000000e-04 loss=2.9718 loss_recon=2.9718 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5695 corrupt_frac=1.0000 acc_corrupt=0.5695 loss_corrupt=2.9718 wrong_frac=0.4984 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.0924 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3571 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6304 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8186 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9479 corrupt_frac_t_0p8_1p0=0.2109 out_w_norm=241.6983 out_g_norm=0.0463 loss_all=2.4557 init_gold_top10=0.5642 init_gold_top100=0.5697 +step=14700 micro_steps=14700 elapsed=33.1s lr=3.000000e-04 loss=2.9633 loss_recon=2.9633 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5706 corrupt_frac=1.0000 acc_corrupt=0.5706 loss_corrupt=2.9633 wrong_frac=0.5009 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.0959 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3566 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6351 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8167 corrupt_frac_t_0p6_0p8=0.2131 acc_corrupt_t_0p8_1p0=0.9482 corrupt_frac_t_0p8_1p0=0.1897 out_w_norm=242.1713 out_g_norm=0.0451 loss_all=2.1573 init_gold_top10=0.6120 init_gold_top100=0.6149 +step=14800 micro_steps=14800 elapsed=33.2s lr=3.000000e-04 loss=3.0318 loss_recon=3.0318 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5627 corrupt_frac=1.0000 acc_corrupt=0.5627 loss_corrupt=3.0318 wrong_frac=0.5043 init_acc_corrupt=0.4606 acc_corrupt_t_0p0_0p2=0.0928 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.3575 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6282 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8131 corrupt_frac_t_0p6_0p8=0.1891 acc_corrupt_t_0p8_1p0=0.9496 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=242.6617 out_g_norm=0.0437 loss_all=3.1876 init_gold_top10=0.4697 init_gold_top100=0.4770 +step=14900 micro_steps=14900 elapsed=33.3s lr=3.000000e-04 loss=2.9463 loss_recon=2.9463 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5744 corrupt_frac=1.0000 acc_corrupt=0.5744 loss_corrupt=2.9463 wrong_frac=0.4967 init_acc_corrupt=0.4711 acc_corrupt_t_0p0_0p2=0.0934 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3666 corrupt_frac_t_0p2_0p4=0.1872 acc_corrupt_t_0p4_0p6=0.6312 corrupt_frac_t_0p4_0p6=0.2116 acc_corrupt_t_0p6_0p8=0.8155 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9478 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=243.1327 out_g_norm=0.0434 loss_all=2.6207 init_gold_top10=0.5331 init_gold_top100=0.5382 +step=15000 micro_steps=15000 elapsed=33.1s lr=3.000000e-04 loss=3.0272 loss_recon=3.0272 loss_meanflow=0.0000 mean_model_t=0.4920 mean_corrupt_t=0.4920 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5609 corrupt_frac=1.0000 acc_corrupt=0.5609 loss_corrupt=3.0272 wrong_frac=0.5084 init_acc_corrupt=0.4564 acc_corrupt_t_0p0_0p2=0.0923 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3586 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6359 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8182 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9471 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=243.6141 out_g_norm=0.0468 loss_all=3.0440 init_gold_top10=0.4587 init_gold_top100=0.4662 +step=15100 micro_steps=15100 elapsed=34.5s lr=3.000000e-04 loss=2.9233 loss_recon=2.9233 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5750 corrupt_frac=1.0000 acc_corrupt=0.5750 loss_corrupt=2.9233 wrong_frac=0.4958 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.0922 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3568 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6331 corrupt_frac_t_0p4_0p6=0.2112 acc_corrupt_t_0p6_0p8=0.8135 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9462 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=244.0892 out_g_norm=0.0485 loss_all=3.5647 init_gold_top10=0.4184 init_gold_top100=0.4264 +step=15200 micro_steps=15200 elapsed=33.2s lr=3.000000e-04 loss=2.9928 loss_recon=2.9928 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5663 corrupt_frac=1.0000 acc_corrupt=0.5663 loss_corrupt=2.9928 wrong_frac=0.5035 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.0973 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3561 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6317 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8119 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9453 corrupt_frac_t_0p8_1p0=0.1985 out_w_norm=244.5682 out_g_norm=0.0432 loss_all=3.1188 init_gold_top10=0.4652 init_gold_top100=0.4695 +step=15300 micro_steps=15300 elapsed=33.3s lr=3.000000e-04 loss=2.9717 loss_recon=2.9717 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5702 corrupt_frac=1.0000 acc_corrupt=0.5702 loss_corrupt=2.9717 wrong_frac=0.5016 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.0947 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3582 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6385 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8193 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9504 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=245.0413 out_g_norm=0.0451 loss_all=3.5356 init_gold_top10=0.4256 init_gold_top100=0.4328 +step=15400 micro_steps=15400 elapsed=33.4s lr=3.000000e-04 loss=2.9269 loss_recon=2.9269 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5751 corrupt_frac=1.0000 acc_corrupt=0.5751 loss_corrupt=2.9269 wrong_frac=0.4959 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.0962 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3609 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6351 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8174 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9472 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=245.5132 out_g_norm=0.0431 loss_all=2.0532 init_gold_top10=0.6130 init_gold_top100=0.6162 +step=15500 micro_steps=15500 elapsed=33.3s lr=3.000000e-04 loss=3.0348 loss_recon=3.0348 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5609 corrupt_frac=1.0000 acc_corrupt=0.5609 loss_corrupt=3.0348 wrong_frac=0.5059 init_acc_corrupt=0.4585 acc_corrupt_t_0p0_0p2=0.0933 corrupt_frac_t_0p0_0p2=0.2141 acc_corrupt_t_0p2_0p4=0.3597 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6308 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8161 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9486 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=245.9907 out_g_norm=0.0440 loss_all=3.1544 init_gold_top10=0.4564 init_gold_top100=0.4635 +step=15600 micro_steps=15600 elapsed=33.4s lr=3.000000e-04 loss=2.9928 loss_recon=2.9928 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5661 corrupt_frac=1.0000 acc_corrupt=0.5661 loss_corrupt=2.9928 wrong_frac=0.5033 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.0933 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3570 corrupt_frac_t_0p2_0p4=0.2090 acc_corrupt_t_0p4_0p6=0.6271 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8170 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9464 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=246.4621 out_g_norm=0.0423 loss_all=2.7176 init_gold_top10=0.5450 init_gold_top100=0.5509 +step=15700 micro_steps=15700 elapsed=33.3s lr=3.000000e-04 loss=2.8932 loss_recon=2.8932 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5781 corrupt_frac=1.0000 acc_corrupt=0.5781 loss_corrupt=2.8932 wrong_frac=0.4929 init_acc_corrupt=0.4731 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1967 acc_corrupt_t_0p2_0p4=0.3612 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6340 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8167 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9484 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=246.9242 out_g_norm=0.0431 loss_all=1.9551 init_gold_top10=0.5997 init_gold_top100=0.6035 +step=15800 micro_steps=15800 elapsed=33.3s lr=3.000000e-04 loss=2.9552 loss_recon=2.9552 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5717 corrupt_frac=1.0000 acc_corrupt=0.5717 loss_corrupt=2.9552 wrong_frac=0.4996 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.0940 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3570 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6372 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8190 corrupt_frac_t_0p6_0p8=0.2159 acc_corrupt_t_0p8_1p0=0.9468 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=247.3928 out_g_norm=0.0472 loss_all=3.4328 init_gold_top10=0.4268 init_gold_top100=0.4357 +step=15900 micro_steps=15900 elapsed=33.4s lr=3.000000e-04 loss=2.9204 loss_recon=2.9204 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5762 corrupt_frac=1.0000 acc_corrupt=0.5762 loss_corrupt=2.9204 wrong_frac=0.4942 init_acc_corrupt=0.4721 acc_corrupt_t_0p0_0p2=0.0914 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3546 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6355 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8185 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9463 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=247.8670 out_g_norm=0.0439 loss_all=2.6287 init_gold_top10=0.5378 init_gold_top100=0.5410 +step=16000 micro_steps=16000 elapsed=33.5s lr=3.000000e-04 loss=2.9400 loss_recon=2.9400 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5728 corrupt_frac=1.0000 acc_corrupt=0.5728 loss_corrupt=2.9400 wrong_frac=0.4991 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.0949 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3618 corrupt_frac_t_0p2_0p4=0.1998 acc_corrupt_t_0p4_0p6=0.6310 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8189 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9489 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=248.3290 out_g_norm=0.0424 loss_all=2.4671 init_gold_top10=0.5483 init_gold_top100=0.5524 +step=16100 micro_steps=16100 elapsed=34.8s lr=3.000000e-04 loss=2.9258 loss_recon=2.9258 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5742 corrupt_frac=1.0000 acc_corrupt=0.5742 loss_corrupt=2.9258 wrong_frac=0.4987 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.0987 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3596 corrupt_frac_t_0p2_0p4=0.2045 acc_corrupt_t_0p4_0p6=0.6365 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8162 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9449 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=248.7928 out_g_norm=0.0429 loss_all=2.5376 init_gold_top10=0.5379 init_gold_top100=0.5416 +step=16200 micro_steps=16200 elapsed=33.3s lr=3.000000e-04 loss=2.9779 loss_recon=2.9779 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5676 corrupt_frac=1.0000 acc_corrupt=0.5676 loss_corrupt=2.9779 wrong_frac=0.5033 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.0968 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3607 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6346 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8192 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9480 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=249.2638 out_g_norm=0.0438 loss_all=2.8372 init_gold_top10=0.4976 init_gold_top100=0.5026 +step=16300 micro_steps=16300 elapsed=33.3s lr=3.000000e-04 loss=2.9988 loss_recon=2.9988 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5664 corrupt_frac=1.0000 acc_corrupt=0.5664 loss_corrupt=2.9988 wrong_frac=0.5005 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.0922 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3584 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6298 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8131 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9461 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=249.7303 out_g_norm=0.0647 loss_all=2.7866 init_gold_top10=0.4891 init_gold_top100=0.4927 +step=16400 micro_steps=16400 elapsed=33.6s lr=3.000000e-04 loss=3.0347 loss_recon=3.0347 loss_meanflow=0.0000 mean_model_t=0.4922 mean_corrupt_t=0.4922 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5609 corrupt_frac=1.0000 acc_corrupt=0.5609 loss_corrupt=3.0347 wrong_frac=0.5076 init_acc_corrupt=0.4570 acc_corrupt_t_0p0_0p2=0.0918 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3588 corrupt_frac_t_0p2_0p4=0.2093 acc_corrupt_t_0p4_0p6=0.6337 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8150 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9488 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=250.1906 out_g_norm=0.0431 loss_all=3.6011 init_gold_top10=0.4136 init_gold_top100=0.4195 +step=16500 micro_steps=16500 elapsed=40.3s lr=3.000000e-04 loss=2.9549 loss_recon=2.9549 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5711 corrupt_frac=1.0000 acc_corrupt=0.5711 loss_corrupt=2.9549 wrong_frac=0.4999 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.0929 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3572 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6345 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8164 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9491 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=250.6507 out_g_norm=0.0417 loss_all=3.0745 init_gold_top10=0.4941 init_gold_top100=0.5009 +step=16600 micro_steps=16600 elapsed=35.2s lr=3.000000e-04 loss=2.9851 loss_recon=2.9851 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5669 corrupt_frac=1.0000 acc_corrupt=0.5669 loss_corrupt=2.9851 wrong_frac=0.5052 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.0951 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3641 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6375 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8174 corrupt_frac_t_0p6_0p8=0.1865 acc_corrupt_t_0p8_1p0=0.9481 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=251.1097 out_g_norm=0.0416 loss_all=3.3101 init_gold_top10=0.4539 init_gold_top100=0.4592 +step=16700 micro_steps=16700 elapsed=33.4s lr=3.000000e-04 loss=2.9357 loss_recon=2.9357 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5718 corrupt_frac=1.0000 acc_corrupt=0.5718 loss_corrupt=2.9357 wrong_frac=0.5002 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.0925 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3619 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6331 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8179 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9469 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=251.5821 out_g_norm=0.0426 loss_all=2.9618 init_gold_top10=0.5220 init_gold_top100=0.5268 +step=16800 micro_steps=16800 elapsed=33.5s lr=3.000000e-04 loss=2.9748 loss_recon=2.9748 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5677 corrupt_frac=1.0000 acc_corrupt=0.5677 loss_corrupt=2.9748 wrong_frac=0.5026 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3541 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6321 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8159 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9464 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=252.0346 out_g_norm=0.0413 loss_all=2.6155 init_gold_top10=0.5283 init_gold_top100=0.5330 +step=16900 micro_steps=16900 elapsed=33.4s lr=3.000000e-04 loss=3.0188 loss_recon=3.0188 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5629 corrupt_frac=1.0000 acc_corrupt=0.5629 loss_corrupt=3.0188 wrong_frac=0.5060 init_acc_corrupt=0.4573 acc_corrupt_t_0p0_0p2=0.0972 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3561 corrupt_frac_t_0p2_0p4=0.2125 acc_corrupt_t_0p4_0p6=0.6347 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8183 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9501 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=252.4767 out_g_norm=0.0432 loss_all=2.8060 init_gold_top10=0.5291 init_gold_top100=0.5337 +step=17000 micro_steps=17000 elapsed=33.4s lr=3.000000e-04 loss=2.9840 loss_recon=2.9840 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5681 corrupt_frac=1.0000 acc_corrupt=0.5681 loss_corrupt=2.9840 wrong_frac=0.5022 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.0927 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3562 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6337 corrupt_frac_t_0p4_0p6=0.2030 acc_corrupt_t_0p6_0p8=0.8170 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9482 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=252.9263 out_g_norm=0.0429 loss_all=3.1423 init_gold_top10=0.4658 init_gold_top100=0.4724 +step=17100 micro_steps=17100 elapsed=35.0s lr=3.000000e-04 loss=2.8345 loss_recon=2.8345 loss_meanflow=0.0000 mean_model_t=0.5144 mean_corrupt_t=0.5144 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8345 wrong_frac=0.4855 init_acc_corrupt=0.4815 acc_corrupt_t_0p0_0p2=0.0991 corrupt_frac_t_0p0_0p2=0.1875 acc_corrupt_t_0p2_0p4=0.3641 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6390 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8150 corrupt_frac_t_0p6_0p8=0.2150 acc_corrupt_t_0p8_1p0=0.9492 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=253.3759 out_g_norm=0.0417 loss_all=3.0732 init_gold_top10=0.4782 init_gold_top100=0.4854 +step=17200 micro_steps=17200 elapsed=33.5s lr=3.000000e-04 loss=2.9740 loss_recon=2.9740 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5672 corrupt_frac=1.0000 acc_corrupt=0.5672 loss_corrupt=2.9740 wrong_frac=0.5056 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.0913 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3645 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6359 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8182 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9473 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=253.8113 out_g_norm=0.0417 loss_all=2.4783 init_gold_top10=0.5685 init_gold_top100=0.5735 +step=17300 micro_steps=17300 elapsed=33.5s lr=3.000000e-04 loss=2.9798 loss_recon=2.9798 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5689 corrupt_frac=1.0000 acc_corrupt=0.5689 loss_corrupt=2.9798 wrong_frac=0.4998 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.0966 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3542 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6332 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8203 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9462 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=254.2554 out_g_norm=0.0408 loss_all=3.4862 init_gold_top10=0.4362 init_gold_top100=0.4428 +step=17400 micro_steps=17400 elapsed=33.5s lr=3.000000e-04 loss=2.9329 loss_recon=2.9329 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5738 corrupt_frac=1.0000 acc_corrupt=0.5738 loss_corrupt=2.9329 wrong_frac=0.4965 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.0955 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3657 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6339 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8165 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9478 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=254.7022 out_g_norm=0.0435 loss_all=3.3193 init_gold_top10=0.4537 init_gold_top100=0.4594 +step=17500 micro_steps=17500 elapsed=33.6s lr=3.000000e-04 loss=2.9417 loss_recon=2.9417 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5723 corrupt_frac=1.0000 acc_corrupt=0.5723 loss_corrupt=2.9417 wrong_frac=0.4995 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.0963 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3615 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6356 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8161 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9487 corrupt_frac_t_0p8_1p0=0.2074 out_w_norm=255.1445 out_g_norm=0.0420 loss_all=2.3443 init_gold_top10=0.5630 init_gold_top100=0.5658 +step=17600 micro_steps=17600 elapsed=33.5s lr=3.000000e-04 loss=2.9652 loss_recon=2.9652 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5691 corrupt_frac=1.0000 acc_corrupt=0.5691 loss_corrupt=2.9652 wrong_frac=0.5028 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.0957 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3630 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6325 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8161 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9480 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=255.5793 out_g_norm=0.0415 loss_all=3.0438 init_gold_top10=0.4763 init_gold_top100=0.4825 +step=17700 micro_steps=17700 elapsed=33.5s lr=3.000000e-04 loss=2.9823 loss_recon=2.9823 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5662 corrupt_frac=1.0000 acc_corrupt=0.5662 loss_corrupt=2.9823 wrong_frac=0.5054 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.0969 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3597 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6348 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8165 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9472 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=256.0133 out_g_norm=0.0407 loss_all=2.8641 init_gold_top10=0.5080 init_gold_top100=0.5112 +step=17800 micro_steps=17800 elapsed=33.4s lr=3.000000e-04 loss=2.9143 loss_recon=2.9143 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5756 corrupt_frac=1.0000 acc_corrupt=0.5756 loss_corrupt=2.9143 wrong_frac=0.4981 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.0978 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3625 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6370 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8199 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9470 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=256.4477 out_g_norm=0.0416 loss_all=2.1000 init_gold_top10=0.5963 init_gold_top100=0.5993 +step=17900 micro_steps=17900 elapsed=33.5s lr=3.000000e-04 loss=2.9213 loss_recon=2.9213 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5766 corrupt_frac=1.0000 acc_corrupt=0.5766 loss_corrupt=2.9213 wrong_frac=0.4980 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3673 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6434 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8197 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=256.8951 out_g_norm=0.0429 loss_all=3.2240 init_gold_top10=0.4713 init_gold_top100=0.4786 +step=18000 micro_steps=18000 elapsed=33.5s lr=3.000000e-04 loss=2.9105 loss_recon=2.9105 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5770 corrupt_frac=1.0000 acc_corrupt=0.5770 loss_corrupt=2.9105 wrong_frac=0.4939 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3528 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6362 corrupt_frac_t_0p4_0p6=0.1970 acc_corrupt_t_0p6_0p8=0.8187 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9497 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=257.3265 out_g_norm=0.0414 loss_all=3.0346 init_gold_top10=0.4822 init_gold_top100=0.4885 +step=18100 micro_steps=18100 elapsed=34.9s lr=3.000000e-04 loss=2.9434 loss_recon=2.9434 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5720 corrupt_frac=1.0000 acc_corrupt=0.5720 loss_corrupt=2.9434 wrong_frac=0.5004 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.0955 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3528 corrupt_frac_t_0p2_0p4=0.2184 acc_corrupt_t_0p4_0p6=0.6402 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8184 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9511 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=257.7607 out_g_norm=0.0446 loss_all=3.1498 init_gold_top10=0.4811 init_gold_top100=0.4881 +step=18200 micro_steps=18200 elapsed=33.5s lr=3.000000e-04 loss=3.0114 loss_recon=3.0114 loss_meanflow=0.0000 mean_model_t=0.4924 mean_corrupt_t=0.4924 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5629 corrupt_frac=1.0000 acc_corrupt=0.5629 loss_corrupt=3.0114 wrong_frac=0.5077 init_acc_corrupt=0.4570 acc_corrupt_t_0p0_0p2=0.0971 corrupt_frac_t_0p0_0p2=0.2122 acc_corrupt_t_0p2_0p4=0.3618 corrupt_frac_t_0p2_0p4=0.1995 acc_corrupt_t_0p4_0p6=0.6352 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8185 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9476 corrupt_frac_t_0p8_1p0=0.1897 out_w_norm=258.1950 out_g_norm=0.0411 loss_all=3.2863 init_gold_top10=0.4689 init_gold_top100=0.4747 +step=18300 micro_steps=18300 elapsed=33.5s lr=3.000000e-04 loss=2.9903 loss_recon=2.9903 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5666 corrupt_frac=1.0000 acc_corrupt=0.5666 loss_corrupt=2.9903 wrong_frac=0.5035 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.0910 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3626 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6329 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8181 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9472 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=258.6244 out_g_norm=0.0413 loss_all=3.7154 init_gold_top10=0.4114 init_gold_top100=0.4201 +step=18400 micro_steps=18400 elapsed=33.4s lr=3.000000e-04 loss=2.8945 loss_recon=2.8945 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5772 corrupt_frac=1.0000 acc_corrupt=0.5772 loss_corrupt=2.8945 wrong_frac=0.4965 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.0966 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3629 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6398 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8181 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9471 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=259.0540 out_g_norm=0.0410 loss_all=2.8612 init_gold_top10=0.4993 init_gold_top100=0.5048 +step=18500 micro_steps=18500 elapsed=33.4s lr=3.000000e-04 loss=2.9281 loss_recon=2.9281 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5738 corrupt_frac=1.0000 acc_corrupt=0.5738 loss_corrupt=2.9281 wrong_frac=0.4988 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.0935 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3640 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6349 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8187 corrupt_frac_t_0p6_0p8=0.2200 acc_corrupt_t_0p8_1p0=0.9489 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=259.4900 out_g_norm=0.0391 loss_all=2.0757 init_gold_top10=0.5851 init_gold_top100=0.5875 +step=18600 micro_steps=18600 elapsed=33.5s lr=3.000000e-04 loss=2.8939 loss_recon=2.8939 loss_meanflow=0.0000 mean_model_t=0.5078 mean_corrupt_t=0.5078 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5784 corrupt_frac=1.0000 acc_corrupt=0.5784 loss_corrupt=2.8939 wrong_frac=0.4924 init_acc_corrupt=0.4731 acc_corrupt_t_0p0_0p2=0.0934 corrupt_frac_t_0p0_0p2=0.1862 acc_corrupt_t_0p2_0p4=0.3621 corrupt_frac_t_0p2_0p4=0.2134 acc_corrupt_t_0p4_0p6=0.6379 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8217 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9509 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=259.9104 out_g_norm=0.0402 loss_all=3.2335 init_gold_top10=0.4731 init_gold_top100=0.4808 +step=18700 micro_steps=18700 elapsed=33.5s lr=3.000000e-04 loss=2.9421 loss_recon=2.9421 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5714 corrupt_frac=1.0000 acc_corrupt=0.5714 loss_corrupt=2.9421 wrong_frac=0.5019 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.0928 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3654 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6382 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8178 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9496 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=260.3325 out_g_norm=0.0391 loss_all=2.7593 init_gold_top10=0.5461 init_gold_top100=0.5535 +step=18800 micro_steps=18800 elapsed=33.4s lr=3.000000e-04 loss=2.8934 loss_recon=2.8934 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5786 corrupt_frac=1.0000 acc_corrupt=0.5786 loss_corrupt=2.8934 wrong_frac=0.4937 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.0944 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3622 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6413 corrupt_frac_t_0p4_0p6=0.1856 acc_corrupt_t_0p6_0p8=0.8202 corrupt_frac_t_0p6_0p8=0.2100 acc_corrupt_t_0p8_1p0=0.9475 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=260.7597 out_g_norm=0.0404 loss_all=3.5479 init_gold_top10=0.4213 init_gold_top100=0.4289 +step=18900 micro_steps=18900 elapsed=33.4s lr=3.000000e-04 loss=2.9878 loss_recon=2.9878 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5652 corrupt_frac=1.0000 acc_corrupt=0.5652 loss_corrupt=2.9878 wrong_frac=0.5053 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.0932 corrupt_frac_t_0p0_0p2=0.2119 acc_corrupt_t_0p2_0p4=0.3607 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.6431 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8185 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=261.1887 out_g_norm=0.0401 loss_all=3.0532 init_gold_top10=0.4825 init_gold_top100=0.4885 +step=19000 micro_steps=19000 elapsed=33.3s lr=3.000000e-04 loss=2.9175 loss_recon=2.9175 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5757 corrupt_frac=1.0000 acc_corrupt=0.5757 loss_corrupt=2.9175 wrong_frac=0.4983 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.0943 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3686 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6343 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8176 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9488 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=261.6259 out_g_norm=0.0402 loss_all=3.3470 init_gold_top10=0.4332 init_gold_top100=0.4386 +step=19100 micro_steps=19100 elapsed=34.5s lr=3.000000e-04 loss=2.9238 loss_recon=2.9238 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5750 corrupt_frac=1.0000 acc_corrupt=0.5750 loss_corrupt=2.9238 wrong_frac=0.4980 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.0971 corrupt_frac_t_0p0_0p2=0.1989 acc_corrupt_t_0p2_0p4=0.3607 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6370 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8245 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9491 corrupt_frac_t_0p8_1p0=0.1967 out_w_norm=262.0395 out_g_norm=0.0432 loss_all=2.6406 init_gold_top10=0.5256 init_gold_top100=0.5304 +step=19200 micro_steps=19200 elapsed=33.2s lr=3.000000e-04 loss=2.8974 loss_recon=2.8974 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5780 corrupt_frac=1.0000 acc_corrupt=0.5780 loss_corrupt=2.8974 wrong_frac=0.4971 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3739 corrupt_frac_t_0p2_0p4=0.2159 acc_corrupt_t_0p4_0p6=0.6384 corrupt_frac_t_0p4_0p6=0.1844 acc_corrupt_t_0p6_0p8=0.8202 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=262.4727 out_g_norm=0.0432 loss_all=3.2075 init_gold_top10=0.4756 init_gold_top100=0.4826 +step=19300 micro_steps=19300 elapsed=33.1s lr=3.000000e-04 loss=2.8410 loss_recon=2.8410 loss_meanflow=0.0000 mean_model_t=0.5098 mean_corrupt_t=0.5098 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5852 corrupt_frac=1.0000 acc_corrupt=0.5852 loss_corrupt=2.8410 wrong_frac=0.4902 init_acc_corrupt=0.4770 acc_corrupt_t_0p0_0p2=0.0958 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3730 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6415 corrupt_frac_t_0p4_0p6=0.2094 acc_corrupt_t_0p6_0p8=0.8222 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9508 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=262.8954 out_g_norm=0.0401 loss_all=2.9354 init_gold_top10=0.5127 init_gold_top100=0.5178 +step=19400 micro_steps=19400 elapsed=33.2s lr=3.000000e-04 loss=2.9270 loss_recon=2.9270 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5751 corrupt_frac=1.0000 acc_corrupt=0.5751 loss_corrupt=2.9270 wrong_frac=0.4982 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.0960 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3653 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6395 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8190 corrupt_frac_t_0p6_0p8=0.1884 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=263.3090 out_g_norm=0.0403 loss_all=2.5745 init_gold_top10=0.5291 init_gold_top100=0.5345 +step=19500 micro_steps=19500 elapsed=33.1s lr=3.000000e-04 loss=2.8999 loss_recon=2.8999 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5770 corrupt_frac=1.0000 acc_corrupt=0.5770 loss_corrupt=2.8999 wrong_frac=0.4974 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.0968 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3593 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6393 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8221 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9507 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=263.7270 out_g_norm=0.0403 loss_all=3.5304 init_gold_top10=0.4385 init_gold_top100=0.4462 +step=19600 micro_steps=19600 elapsed=33.2s lr=3.000000e-04 loss=3.0070 loss_recon=3.0070 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5654 corrupt_frac=1.0000 acc_corrupt=0.5654 loss_corrupt=3.0070 wrong_frac=0.5041 init_acc_corrupt=0.4602 acc_corrupt_t_0p0_0p2=0.0966 corrupt_frac_t_0p0_0p2=0.2119 acc_corrupt_t_0p2_0p4=0.3582 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6318 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8215 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=264.1462 out_g_norm=0.0415 loss_all=2.9463 init_gold_top10=0.5082 init_gold_top100=0.5155 +step=19700 micro_steps=19700 elapsed=33.2s lr=3.000000e-04 loss=3.0307 loss_recon=3.0307 loss_meanflow=0.0000 mean_model_t=0.4917 mean_corrupt_t=0.4917 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5621 corrupt_frac=1.0000 acc_corrupt=0.5621 loss_corrupt=3.0307 wrong_frac=0.5085 init_acc_corrupt=0.4567 acc_corrupt_t_0p0_0p2=0.0906 corrupt_frac_t_0p0_0p2=0.2147 acc_corrupt_t_0p2_0p4=0.3606 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6341 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8219 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=264.5708 out_g_norm=0.0385 loss_all=3.1633 init_gold_top10=0.4814 init_gold_top100=0.4888 +step=19800 micro_steps=19800 elapsed=33.2s lr=3.000000e-04 loss=2.9793 loss_recon=2.9793 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5681 corrupt_frac=1.0000 acc_corrupt=0.5681 loss_corrupt=2.9793 wrong_frac=0.5037 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.0923 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3604 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6390 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8209 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9485 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=264.9840 out_g_norm=0.0388 loss_all=3.0466 init_gold_top10=0.4592 init_gold_top100=0.4637 +step=19900 micro_steps=19900 elapsed=33.1s lr=3.000000e-04 loss=2.9476 loss_recon=2.9476 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5728 corrupt_frac=1.0000 acc_corrupt=0.5728 loss_corrupt=2.9476 wrong_frac=0.4995 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.0950 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3595 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6434 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8176 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9500 corrupt_frac_t_0p8_1p0=0.2130 out_w_norm=265.3910 out_g_norm=0.0383 loss_all=3.7061 init_gold_top10=0.4350 init_gold_top100=0.4415 +step=20000 micro_steps=20000 elapsed=33.3s lr=3.000000e-04 loss=2.9636 loss_recon=2.9636 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5695 corrupt_frac=1.0000 acc_corrupt=0.5695 loss_corrupt=2.9636 wrong_frac=0.5021 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.0934 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.3561 corrupt_frac_t_0p2_0p4=0.1856 acc_corrupt_t_0p4_0p6=0.6313 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8210 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9495 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=265.7959 out_g_norm=0.0396 loss_all=2.6500 init_gold_top10=0.5309 init_gold_top100=0.5370 +step=20100 micro_steps=20100 elapsed=43.5s lr=3.000000e-04 loss=2.9296 loss_recon=2.9296 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5743 corrupt_frac=1.0000 acc_corrupt=0.5743 loss_corrupt=2.9296 wrong_frac=0.4968 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.0965 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3607 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6360 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8227 corrupt_frac_t_0p6_0p8=0.1856 acc_corrupt_t_0p8_1p0=0.9490 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=266.2127 out_g_norm=0.0391 loss_all=3.2268 init_gold_top10=0.4798 init_gold_top100=0.4885 +step=20200 micro_steps=20200 elapsed=53.1s lr=3.000000e-04 loss=2.8950 loss_recon=2.8950 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5786 corrupt_frac=1.0000 acc_corrupt=0.5786 loss_corrupt=2.8950 wrong_frac=0.4957 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.0966 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3725 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6392 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8203 corrupt_frac_t_0p6_0p8=0.2061 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=266.6270 out_g_norm=0.0376 loss_all=2.3874 init_gold_top10=0.5705 init_gold_top100=0.5747 +step=20300 micro_steps=20300 elapsed=53.1s lr=3.000000e-04 loss=2.9229 loss_recon=2.9229 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5742 corrupt_frac=1.0000 acc_corrupt=0.5742 loss_corrupt=2.9229 wrong_frac=0.5016 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.0970 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3701 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6423 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8211 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9509 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=267.0354 out_g_norm=0.0413 loss_all=2.9577 init_gold_top10=0.5098 init_gold_top100=0.5161 +step=20400 micro_steps=20400 elapsed=53.0s lr=3.000000e-04 loss=2.9292 loss_recon=2.9292 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5741 corrupt_frac=1.0000 acc_corrupt=0.5741 loss_corrupt=2.9292 wrong_frac=0.5005 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.0934 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3650 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6405 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8219 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9500 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=267.4435 out_g_norm=0.0389 loss_all=2.6008 init_gold_top10=0.5453 init_gold_top100=0.5504 +step=20500 micro_steps=20500 elapsed=52.8s lr=3.000000e-04 loss=2.8677 loss_recon=2.8677 loss_meanflow=0.0000 mean_model_t=0.5077 mean_corrupt_t=0.5077 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5823 corrupt_frac=1.0000 acc_corrupt=0.5823 loss_corrupt=2.8677 wrong_frac=0.4923 init_acc_corrupt=0.4740 acc_corrupt_t_0p0_0p2=0.0968 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3622 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6394 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8240 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9510 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=267.8493 out_g_norm=0.0384 loss_all=1.9829 init_gold_top10=0.6148 init_gold_top100=0.6171 +step=20600 micro_steps=20600 elapsed=52.9s lr=3.000000e-04 loss=2.9975 loss_recon=2.9975 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5652 corrupt_frac=1.0000 acc_corrupt=0.5652 loss_corrupt=2.9975 wrong_frac=0.5061 init_acc_corrupt=0.4589 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.2200 acc_corrupt_t_0p2_0p4=0.3701 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6356 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8181 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9488 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=268.2591 out_g_norm=0.0379 loss_all=3.1452 init_gold_top10=0.4572 init_gold_top100=0.4623 +step=20700 micro_steps=20700 elapsed=53.7s lr=3.000000e-04 loss=2.8495 loss_recon=2.8495 loss_meanflow=0.0000 mean_model_t=0.5088 mean_corrupt_t=0.5088 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5832 corrupt_frac=1.0000 acc_corrupt=0.5832 loss_corrupt=2.8495 wrong_frac=0.4913 init_acc_corrupt=0.4752 acc_corrupt_t_0p0_0p2=0.0961 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3593 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6402 corrupt_frac_t_0p4_0p6=0.2128 acc_corrupt_t_0p6_0p8=0.8214 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9503 corrupt_frac_t_0p8_1p0=0.2097 out_w_norm=268.6678 out_g_norm=0.0391 loss_all=1.9674 init_gold_top10=0.6102 init_gold_top100=0.6132 +step=20800 micro_steps=20800 elapsed=53.6s lr=3.000000e-04 loss=2.9232 loss_recon=2.9232 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5736 corrupt_frac=1.0000 acc_corrupt=0.5736 loss_corrupt=2.9232 wrong_frac=0.4997 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3574 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6395 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8184 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9495 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=269.0769 out_g_norm=0.0389 loss_all=2.5537 init_gold_top10=0.5403 init_gold_top100=0.5444 +step=20900 micro_steps=20900 elapsed=33.1s lr=3.000000e-04 loss=2.9468 loss_recon=2.9468 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5723 corrupt_frac=1.0000 acc_corrupt=0.5723 loss_corrupt=2.9468 wrong_frac=0.5025 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.0955 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3683 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6359 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8209 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9483 corrupt_frac_t_0p8_1p0=0.2017 out_w_norm=269.4857 out_g_norm=0.0398 loss_all=3.6957 init_gold_top10=0.4142 init_gold_top100=0.4220 +step=21000 micro_steps=21000 elapsed=33.2s lr=3.000000e-04 loss=2.8862 loss_recon=2.8862 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5781 corrupt_frac=1.0000 acc_corrupt=0.5781 loss_corrupt=2.8862 wrong_frac=0.4948 init_acc_corrupt=0.4709 acc_corrupt_t_0p0_0p2=0.0974 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3647 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6363 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8184 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9503 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=269.9034 out_g_norm=0.0385 loss_all=3.3121 init_gold_top10=0.4499 init_gold_top100=0.4552 +step=21100 micro_steps=21100 elapsed=34.5s lr=3.000000e-04 loss=2.9676 loss_recon=2.9676 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5678 corrupt_frac=1.0000 acc_corrupt=0.5678 loss_corrupt=2.9676 wrong_frac=0.5053 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3656 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6366 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.8201 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9494 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=270.3094 out_g_norm=0.0397 loss_all=2.7863 init_gold_top10=0.4982 init_gold_top100=0.5036 +step=21200 micro_steps=21200 elapsed=33.2s lr=3.000000e-04 loss=2.9229 loss_recon=2.9229 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5746 corrupt_frac=1.0000 acc_corrupt=0.5746 loss_corrupt=2.9229 wrong_frac=0.4979 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.0931 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3602 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6367 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8191 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9499 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=270.7158 out_g_norm=0.0385 loss_all=2.4252 init_gold_top10=0.5355 init_gold_top100=0.5391 +step=21300 micro_steps=21300 elapsed=33.1s lr=3.000000e-04 loss=2.9097 loss_recon=2.9097 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5761 corrupt_frac=1.0000 acc_corrupt=0.5761 loss_corrupt=2.9097 wrong_frac=0.4999 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3651 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6421 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8217 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9501 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=271.1109 out_g_norm=0.0382 loss_all=2.3291 init_gold_top10=0.5811 init_gold_top100=0.5852 +step=21400 micro_steps=21400 elapsed=33.2s lr=3.000000e-04 loss=2.8740 loss_recon=2.8740 loss_meanflow=0.0000 mean_model_t=0.5071 mean_corrupt_t=0.5071 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5812 corrupt_frac=1.0000 acc_corrupt=0.5812 loss_corrupt=2.8740 wrong_frac=0.4929 init_acc_corrupt=0.4731 acc_corrupt_t_0p0_0p2=0.0979 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3669 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6379 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8220 corrupt_frac_t_0p6_0p8=0.1862 acc_corrupt_t_0p8_1p0=0.9500 corrupt_frac_t_0p8_1p0=0.2203 out_w_norm=271.5100 out_g_norm=0.0376 loss_all=3.6258 init_gold_top10=0.4461 init_gold_top100=0.4548 +step=21500 micro_steps=21500 elapsed=33.1s lr=3.000000e-04 loss=2.8997 loss_recon=2.8997 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5770 corrupt_frac=1.0000 acc_corrupt=0.5770 loss_corrupt=2.8997 wrong_frac=0.5002 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3694 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6449 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8237 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9507 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=271.9029 out_g_norm=0.0369 loss_all=3.3874 init_gold_top10=0.4710 init_gold_top100=0.4788 +step=21600 micro_steps=21600 elapsed=33.3s lr=3.000000e-04 loss=3.0581 loss_recon=3.0581 loss_meanflow=0.0000 mean_model_t=0.4867 mean_corrupt_t=0.4867 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5571 corrupt_frac=1.0000 acc_corrupt=0.5571 loss_corrupt=3.0581 wrong_frac=0.5137 init_acc_corrupt=0.4495 acc_corrupt_t_0p0_0p2=0.0975 corrupt_frac_t_0p0_0p2=0.2222 acc_corrupt_t_0p2_0p4=0.3628 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6414 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8206 corrupt_frac_t_0p6_0p8=0.1828 acc_corrupt_t_0p8_1p0=0.9485 corrupt_frac_t_0p8_1p0=0.1982 out_w_norm=272.2907 out_g_norm=0.0375 loss_all=2.9162 init_gold_top10=0.4809 init_gold_top100=0.4869 +step=21700 micro_steps=21700 elapsed=33.3s lr=3.000000e-04 loss=2.9486 loss_recon=2.9486 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5706 corrupt_frac=1.0000 acc_corrupt=0.5706 loss_corrupt=2.9486 wrong_frac=0.5044 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3682 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6375 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8230 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9507 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=272.6828 out_g_norm=0.0407 loss_all=2.2218 init_gold_top10=0.5926 init_gold_top100=0.5974 +step=21800 micro_steps=21800 elapsed=33.5s lr=3.000000e-04 loss=2.9763 loss_recon=2.9763 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5677 corrupt_frac=1.0000 acc_corrupt=0.5677 loss_corrupt=2.9763 wrong_frac=0.5038 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.0965 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3645 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6357 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8222 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9502 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=273.0737 out_g_norm=0.0405 loss_all=2.9021 init_gold_top10=0.5194 init_gold_top100=0.5243 +step=21900 micro_steps=21900 elapsed=33.4s lr=3.000000e-04 loss=2.9111 loss_recon=2.9111 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5751 corrupt_frac=1.0000 acc_corrupt=0.5751 loss_corrupt=2.9111 wrong_frac=0.4991 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.0953 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3664 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6428 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8197 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=273.4796 out_g_norm=0.0376 loss_all=3.0751 init_gold_top10=0.4752 init_gold_top100=0.4822 +step=22000 micro_steps=22000 elapsed=33.4s lr=3.000000e-04 loss=2.9603 loss_recon=2.9603 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5705 corrupt_frac=1.0000 acc_corrupt=0.5705 loss_corrupt=2.9603 wrong_frac=0.5023 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.0961 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3563 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6369 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8199 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9526 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=273.8798 out_g_norm=0.0374 loss_all=3.0169 init_gold_top10=0.4918 init_gold_top100=0.4974 +step=22100 micro_steps=22100 elapsed=34.8s lr=3.000000e-04 loss=2.9757 loss_recon=2.9757 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5686 corrupt_frac=1.0000 acc_corrupt=0.5686 loss_corrupt=2.9757 wrong_frac=0.5036 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.0948 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3589 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6419 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8181 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9497 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=274.2742 out_g_norm=0.0382 loss_all=3.7538 init_gold_top10=0.4162 init_gold_top100=0.4268 +step=22200 micro_steps=22200 elapsed=33.5s lr=3.000000e-04 loss=2.9058 loss_recon=2.9058 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5760 corrupt_frac=1.0000 acc_corrupt=0.5760 loss_corrupt=2.9058 wrong_frac=0.4980 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.0965 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3595 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6405 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8194 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9494 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=274.6738 out_g_norm=0.0385 loss_all=3.4601 init_gold_top10=0.4466 init_gold_top100=0.4551 +step=22300 micro_steps=22300 elapsed=33.2s lr=3.000000e-04 loss=2.8630 loss_recon=2.8630 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5810 corrupt_frac=1.0000 acc_corrupt=0.5810 loss_corrupt=2.8630 wrong_frac=0.4973 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.0991 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3712 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6389 corrupt_frac_t_0p4_0p6=0.2131 acc_corrupt_t_0p6_0p8=0.8206 corrupt_frac_t_0p6_0p8=0.2100 acc_corrupt_t_0p8_1p0=0.9496 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=275.0784 out_g_norm=0.0374 loss_all=2.0274 init_gold_top10=0.6004 init_gold_top100=0.6045 +step=22400 micro_steps=22400 elapsed=33.3s lr=3.000000e-04 loss=2.8503 loss_recon=2.8503 loss_meanflow=0.0000 mean_model_t=0.5089 mean_corrupt_t=0.5089 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5837 corrupt_frac=1.0000 acc_corrupt=0.5837 loss_corrupt=2.8503 wrong_frac=0.4910 init_acc_corrupt=0.4756 acc_corrupt_t_0p0_0p2=0.0952 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3632 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6446 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8179 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=275.4762 out_g_norm=0.0363 loss_all=2.6903 init_gold_top10=0.5321 init_gold_top100=0.5396 +step=22500 micro_steps=22500 elapsed=33.5s lr=3.000000e-04 loss=2.9797 loss_recon=2.9797 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5665 corrupt_frac=1.0000 acc_corrupt=0.5665 loss_corrupt=2.9797 wrong_frac=0.5061 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.0969 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.3647 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6355 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8220 corrupt_frac_t_0p6_0p8=0.1891 acc_corrupt_t_0p8_1p0=0.9510 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=275.8866 out_g_norm=0.0370 loss_all=3.8107 init_gold_top10=0.3834 init_gold_top100=0.3884 +step=22600 micro_steps=22600 elapsed=33.3s lr=3.000000e-04 loss=2.9323 loss_recon=2.9323 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5738 corrupt_frac=1.0000 acc_corrupt=0.5738 loss_corrupt=2.9323 wrong_frac=0.5003 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.0939 corrupt_frac_t_0p0_0p2=0.2036 acc_corrupt_t_0p2_0p4=0.3638 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6447 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8193 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9502 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=276.2809 out_g_norm=0.0370 loss_all=4.3821 init_gold_top10=0.3376 init_gold_top100=0.3480 +step=22700 micro_steps=22700 elapsed=33.2s lr=3.000000e-04 loss=2.8977 loss_recon=2.8977 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5771 corrupt_frac=1.0000 acc_corrupt=0.5771 loss_corrupt=2.8977 wrong_frac=0.4999 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.0955 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3675 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6434 corrupt_frac_t_0p4_0p6=0.2137 acc_corrupt_t_0p6_0p8=0.8220 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9507 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=276.6755 out_g_norm=0.0365 loss_all=2.3083 init_gold_top10=0.5501 init_gold_top100=0.5539 +step=22800 micro_steps=22800 elapsed=33.2s lr=3.000000e-04 loss=2.9147 loss_recon=2.9147 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5750 corrupt_frac=1.0000 acc_corrupt=0.5750 loss_corrupt=2.9147 wrong_frac=0.5010 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.0960 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3637 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6427 corrupt_frac_t_0p4_0p6=0.2112 acc_corrupt_t_0p6_0p8=0.8211 corrupt_frac_t_0p6_0p8=0.2033 acc_corrupt_t_0p8_1p0=0.9496 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=277.0726 out_g_norm=0.0360 loss_all=3.6516 init_gold_top10=0.4040 init_gold_top100=0.4117 +step=22900 micro_steps=22900 elapsed=33.1s lr=3.000000e-04 loss=2.8997 loss_recon=2.8997 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5785 corrupt_frac=1.0000 acc_corrupt=0.5785 loss_corrupt=2.8997 wrong_frac=0.4964 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.0978 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3687 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6427 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8223 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9480 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=277.4377 out_g_norm=0.0374 loss_all=3.2432 init_gold_top10=0.4819 init_gold_top100=0.4886 +step=23000 micro_steps=23000 elapsed=33.1s lr=3.000000e-04 loss=2.8975 loss_recon=2.8975 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5775 corrupt_frac=1.0000 acc_corrupt=0.5775 loss_corrupt=2.8975 wrong_frac=0.4963 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.0991 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3558 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6433 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8222 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9490 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=277.8370 out_g_norm=0.0379 loss_all=2.5590 init_gold_top10=0.5348 init_gold_top100=0.5376 +step=23100 micro_steps=23100 elapsed=34.6s lr=3.000000e-04 loss=2.9020 loss_recon=2.9020 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5767 corrupt_frac=1.0000 acc_corrupt=0.5767 loss_corrupt=2.9020 wrong_frac=0.4983 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.0935 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3624 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6391 corrupt_frac_t_0p4_0p6=0.2068 acc_corrupt_t_0p6_0p8=0.8225 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=278.2228 out_g_norm=0.0362 loss_all=3.8010 init_gold_top10=0.3985 init_gold_top100=0.4063 +step=23200 micro_steps=23200 elapsed=33.4s lr=3.000000e-04 loss=2.9545 loss_recon=2.9545 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5695 corrupt_frac=1.0000 acc_corrupt=0.5695 loss_corrupt=2.9545 wrong_frac=0.5052 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.0943 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3648 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6400 corrupt_frac_t_0p4_0p6=0.2045 acc_corrupt_t_0p6_0p8=0.8223 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=278.6065 out_g_norm=0.0366 loss_all=3.0388 init_gold_top10=0.4785 init_gold_top100=0.4846 +step=23300 micro_steps=23300 elapsed=33.2s lr=3.000000e-04 loss=2.8796 loss_recon=2.8796 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5803 corrupt_frac=1.0000 acc_corrupt=0.5803 loss_corrupt=2.8796 wrong_frac=0.4949 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.0959 corrupt_frac_t_0p0_0p2=0.1847 acc_corrupt_t_0p2_0p4=0.3548 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6403 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8220 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9502 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=279.0074 out_g_norm=0.0378 loss_all=2.2823 init_gold_top10=0.5622 init_gold_top100=0.5657 +step=23400 micro_steps=23400 elapsed=33.2s lr=3.000000e-04 loss=2.9249 loss_recon=2.9249 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5745 corrupt_frac=1.0000 acc_corrupt=0.5745 loss_corrupt=2.9249 wrong_frac=0.4986 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.0946 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3669 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6400 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8216 corrupt_frac_t_0p6_0p8=0.1775 acc_corrupt_t_0p8_1p0=0.9508 corrupt_frac_t_0p8_1p0=0.2150 out_w_norm=279.4082 out_g_norm=0.0373 loss_all=2.5000 init_gold_top10=0.5523 init_gold_top100=0.5572 +step=23500 micro_steps=23500 elapsed=33.3s lr=3.000000e-04 loss=3.0242 loss_recon=3.0242 loss_meanflow=0.0000 mean_model_t=0.4874 mean_corrupt_t=0.4874 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5613 corrupt_frac=1.0000 acc_corrupt=0.5613 loss_corrupt=3.0242 wrong_frac=0.5128 init_acc_corrupt=0.4513 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.2228 acc_corrupt_t_0p2_0p4=0.3691 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6373 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8229 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=279.7882 out_g_norm=0.0362 loss_all=2.7323 init_gold_top10=0.5114 init_gold_top100=0.5164 +step=23600 micro_steps=23600 elapsed=33.2s lr=3.000000e-04 loss=2.8838 loss_recon=2.8838 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5785 corrupt_frac=1.0000 acc_corrupt=0.5785 loss_corrupt=2.8838 wrong_frac=0.4976 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.0971 corrupt_frac_t_0p0_0p2=0.2030 acc_corrupt_t_0p2_0p4=0.3695 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6411 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8278 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=280.1663 out_g_norm=0.0361 loss_all=2.6268 init_gold_top10=0.5121 init_gold_top100=0.5175 +step=23700 micro_steps=23700 elapsed=33.3s lr=3.000000e-04 loss=2.9409 loss_recon=2.9409 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5732 corrupt_frac=1.0000 acc_corrupt=0.5732 loss_corrupt=2.9409 wrong_frac=0.5030 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.0982 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3703 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6470 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8241 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9510 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=280.5471 out_g_norm=0.0372 loss_all=2.4688 init_gold_top10=0.5496 init_gold_top100=0.5544 +step=23800 micro_steps=23800 elapsed=33.4s lr=3.000000e-04 loss=3.0272 loss_recon=3.0272 loss_meanflow=0.0000 mean_model_t=0.4904 mean_corrupt_t=0.4904 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5622 corrupt_frac=1.0000 acc_corrupt=0.5622 loss_corrupt=3.0272 wrong_frac=0.5094 init_acc_corrupt=0.4549 acc_corrupt_t_0p0_0p2=0.0925 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.3583 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6397 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8188 corrupt_frac_t_0p6_0p8=0.1816 acc_corrupt_t_0p8_1p0=0.9497 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=280.9256 out_g_norm=0.0352 loss_all=2.5784 init_gold_top10=0.5530 init_gold_top100=0.5604 +step=23900 micro_steps=23900 elapsed=33.4s lr=3.000000e-04 loss=2.9176 loss_recon=2.9176 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5761 corrupt_frac=1.0000 acc_corrupt=0.5761 loss_corrupt=2.9176 wrong_frac=0.4976 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.0989 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3627 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6439 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8253 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9507 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=281.3087 out_g_norm=0.0352 loss_all=2.9563 init_gold_top10=0.4998 init_gold_top100=0.5054 +step=24000 micro_steps=24000 elapsed=33.2s lr=3.000000e-04 loss=2.8253 loss_recon=2.8253 loss_meanflow=0.0000 mean_model_t=0.5094 mean_corrupt_t=0.5094 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.8253 wrong_frac=0.4905 init_acc_corrupt=0.4785 acc_corrupt_t_0p0_0p2=0.0913 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3631 corrupt_frac_t_0p2_0p4=0.1783 acc_corrupt_t_0p4_0p6=0.6439 corrupt_frac_t_0p4_0p6=0.2200 acc_corrupt_t_0p6_0p8=0.8242 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9498 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=281.6874 out_g_norm=0.0365 loss_all=2.5849 init_gold_top10=0.5261 init_gold_top100=0.5309 +step=24100 micro_steps=24100 elapsed=34.7s lr=3.000000e-04 loss=2.9074 loss_recon=2.9074 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5763 corrupt_frac=1.0000 acc_corrupt=0.5763 loss_corrupt=2.9074 wrong_frac=0.4986 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3678 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6440 corrupt_frac_t_0p4_0p6=0.1872 acc_corrupt_t_0p6_0p8=0.8214 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9500 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=282.0678 out_g_norm=0.0350 loss_all=2.9318 init_gold_top10=0.4934 init_gold_top100=0.4993 +step=24200 micro_steps=24200 elapsed=33.3s lr=3.000000e-04 loss=2.8808 loss_recon=2.8808 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5795 corrupt_frac=1.0000 acc_corrupt=0.5795 loss_corrupt=2.8808 wrong_frac=0.4970 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3671 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6408 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8242 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9504 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=282.4480 out_g_norm=0.0353 loss_all=2.4322 init_gold_top10=0.5479 init_gold_top100=0.5516 +step=24300 micro_steps=24300 elapsed=33.3s lr=3.000000e-04 loss=2.9339 loss_recon=2.9339 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5732 corrupt_frac=1.0000 acc_corrupt=0.5732 loss_corrupt=2.9339 wrong_frac=0.5014 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.0937 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3584 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6436 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8246 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9513 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=282.8321 out_g_norm=0.0352 loss_all=2.7862 init_gold_top10=0.5272 init_gold_top100=0.5327 +step=24400 micro_steps=24400 elapsed=33.4s lr=3.000000e-04 loss=2.9860 loss_recon=2.9860 loss_meanflow=0.0000 mean_model_t=0.4924 mean_corrupt_t=0.4924 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5667 corrupt_frac=1.0000 acc_corrupt=0.5667 loss_corrupt=2.9860 wrong_frac=0.5078 init_acc_corrupt=0.4566 acc_corrupt_t_0p0_0p2=0.0934 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3630 corrupt_frac_t_0p2_0p4=0.2147 acc_corrupt_t_0p4_0p6=0.6438 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8257 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9488 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=283.2054 out_g_norm=0.0357 loss_all=3.1637 init_gold_top10=0.4615 init_gold_top100=0.4672 +step=24500 micro_steps=24500 elapsed=33.3s lr=3.000000e-04 loss=2.8856 loss_recon=2.8856 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5780 corrupt_frac=1.0000 acc_corrupt=0.5780 loss_corrupt=2.8856 wrong_frac=0.4993 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.0992 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3641 corrupt_frac_t_0p2_0p4=0.2134 acc_corrupt_t_0p4_0p6=0.6462 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8221 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9497 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=283.5733 out_g_norm=0.0367 loss_all=2.8499 init_gold_top10=0.4668 init_gold_top100=0.4709 +step=24600 micro_steps=24600 elapsed=33.2s lr=3.000000e-04 loss=2.9737 loss_recon=2.9737 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5684 corrupt_frac=1.0000 acc_corrupt=0.5684 loss_corrupt=2.9737 wrong_frac=0.5066 init_acc_corrupt=0.4571 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3628 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6431 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8243 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=283.9464 out_g_norm=0.0366 loss_all=2.3408 init_gold_top10=0.5581 init_gold_top100=0.5635 +step=24700 micro_steps=24700 elapsed=33.3s lr=3.000000e-04 loss=2.8291 loss_recon=2.8291 loss_meanflow=0.0000 mean_model_t=0.5092 mean_corrupt_t=0.5092 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5860 corrupt_frac=1.0000 acc_corrupt=0.5860 loss_corrupt=2.8291 wrong_frac=0.4908 init_acc_corrupt=0.4760 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3675 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6407 corrupt_frac_t_0p4_0p6=0.2184 acc_corrupt_t_0p6_0p8=0.8250 corrupt_frac_t_0p6_0p8=0.1891 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2119 out_w_norm=284.3196 out_g_norm=0.0341 loss_all=2.3273 init_gold_top10=0.5435 init_gold_top100=0.5470 +step=24800 micro_steps=24800 elapsed=33.3s lr=3.000000e-04 loss=2.9970 loss_recon=2.9970 loss_meanflow=0.0000 mean_model_t=0.4892 mean_corrupt_t=0.4892 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5647 corrupt_frac=1.0000 acc_corrupt=0.5647 loss_corrupt=2.9970 wrong_frac=0.5107 init_acc_corrupt=0.4536 acc_corrupt_t_0p0_0p2=0.0938 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.3661 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6422 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8243 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=284.6883 out_g_norm=0.0366 loss_all=2.6589 init_gold_top10=0.5123 init_gold_top100=0.5169 +step=24900 micro_steps=24900 elapsed=33.3s lr=3.000000e-04 loss=2.8745 loss_recon=2.8745 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5806 corrupt_frac=1.0000 acc_corrupt=0.5806 loss_corrupt=2.8745 wrong_frac=0.4953 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3613 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6464 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8264 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=285.0526 out_g_norm=0.0357 loss_all=2.6277 init_gold_top10=0.5491 init_gold_top100=0.5557 +step=25000 micro_steps=25000 elapsed=33.3s lr=3.000000e-04 loss=2.9573 loss_recon=2.9573 loss_meanflow=0.0000 mean_model_t=0.4931 mean_corrupt_t=0.4931 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5699 corrupt_frac=1.0000 acc_corrupt=0.5699 loss_corrupt=2.9573 wrong_frac=0.5072 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.0968 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3630 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6398 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8253 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9493 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=285.4244 out_g_norm=0.0356 loss_all=2.4764 init_gold_top10=0.5563 init_gold_top100=0.5616 +step=25100 micro_steps=25100 elapsed=34.6s lr=3.000000e-04 loss=2.9065 loss_recon=2.9065 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5765 corrupt_frac=1.0000 acc_corrupt=0.5765 loss_corrupt=2.9065 wrong_frac=0.5010 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3676 corrupt_frac_t_0p2_0p4=0.2068 acc_corrupt_t_0p4_0p6=0.6468 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8256 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=285.7963 out_g_norm=0.0357 loss_all=2.9028 init_gold_top10=0.4895 init_gold_top100=0.4940 +step=25200 micro_steps=25200 elapsed=33.2s lr=3.000000e-04 loss=2.9502 loss_recon=2.9502 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5720 corrupt_frac=1.0000 acc_corrupt=0.5720 loss_corrupt=2.9502 wrong_frac=0.5028 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3597 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6383 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8242 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=286.1730 out_g_norm=0.0358 loss_all=2.7520 init_gold_top10=0.5245 init_gold_top100=0.5306 +step=25300 micro_steps=25300 elapsed=33.7s lr=3.000000e-04 loss=2.9274 loss_recon=2.9274 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5731 corrupt_frac=1.0000 acc_corrupt=0.5731 loss_corrupt=2.9274 wrong_frac=0.5047 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.0976 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3659 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6429 corrupt_frac_t_0p4_0p6=0.2141 acc_corrupt_t_0p6_0p8=0.8235 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=286.5583 out_g_norm=0.0346 loss_all=2.7523 init_gold_top10=0.4797 init_gold_top100=0.4861 +step=25400 micro_steps=25400 elapsed=33.2s lr=3.000000e-04 loss=2.9872 loss_recon=2.9872 loss_meanflow=0.0000 mean_model_t=0.4907 mean_corrupt_t=0.4907 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5661 corrupt_frac=1.0000 acc_corrupt=0.5661 loss_corrupt=2.9872 wrong_frac=0.5094 init_acc_corrupt=0.4548 acc_corrupt_t_0p0_0p2=0.0940 corrupt_frac_t_0p0_0p2=0.2128 acc_corrupt_t_0p2_0p4=0.3602 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6455 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8253 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=286.9264 out_g_norm=0.0348 loss_all=3.0620 init_gold_top10=0.4921 init_gold_top100=0.4978 +step=25500 micro_steps=25500 elapsed=33.2s lr=3.000000e-04 loss=2.9555 loss_recon=2.9555 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5699 corrupt_frac=1.0000 acc_corrupt=0.5699 loss_corrupt=2.9555 wrong_frac=0.5041 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.2137 acc_corrupt_t_0p2_0p4=0.3613 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6454 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8258 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9509 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=287.2940 out_g_norm=0.0359 loss_all=3.1958 init_gold_top10=0.4820 init_gold_top100=0.4911 +step=25600 micro_steps=25600 elapsed=33.1s lr=3.000000e-04 loss=2.9591 loss_recon=2.9591 loss_meanflow=0.0000 mean_model_t=0.4931 mean_corrupt_t=0.4931 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5683 corrupt_frac=1.0000 acc_corrupt=0.5683 loss_corrupt=2.9591 wrong_frac=0.5070 init_acc_corrupt=0.4583 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.2216 acc_corrupt_t_0p2_0p4=0.3705 corrupt_frac_t_0p2_0p4=0.1853 acc_corrupt_t_0p4_0p6=0.6418 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8242 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9481 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=287.6677 out_g_norm=0.0350 loss_all=3.3644 init_gold_top10=0.4275 init_gold_top100=0.4335 +step=25700 micro_steps=25700 elapsed=33.3s lr=3.000000e-04 loss=2.9296 loss_recon=2.9296 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5727 corrupt_frac=1.0000 acc_corrupt=0.5727 loss_corrupt=2.9296 wrong_frac=0.5030 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.0987 corrupt_frac_t_0p0_0p2=0.2061 acc_corrupt_t_0p2_0p4=0.3673 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6469 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8251 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9503 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=288.0342 out_g_norm=0.0342 loss_all=3.0015 init_gold_top10=0.4557 init_gold_top100=0.4612 +step=25800 micro_steps=25800 elapsed=33.6s lr=3.000000e-04 loss=2.7980 loss_recon=2.7980 loss_meanflow=0.0000 mean_model_t=0.5120 mean_corrupt_t=0.5120 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7980 wrong_frac=0.4880 init_acc_corrupt=0.4785 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1850 acc_corrupt_t_0p2_0p4=0.3626 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6415 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8235 corrupt_frac_t_0p6_0p8=0.2122 acc_corrupt_t_0p8_1p0=0.9497 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=288.3976 out_g_norm=0.0341 loss_all=2.3322 init_gold_top10=0.5792 init_gold_top100=0.5833 +step=25900 micro_steps=25900 elapsed=33.7s lr=3.000000e-04 loss=2.8959 loss_recon=2.8959 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5776 corrupt_frac=1.0000 acc_corrupt=0.5776 loss_corrupt=2.8959 wrong_frac=0.5017 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.0980 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3727 corrupt_frac_t_0p2_0p4=0.2052 acc_corrupt_t_0p4_0p6=0.6438 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8275 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=288.7670 out_g_norm=0.0353 loss_all=3.0130 init_gold_top10=0.4635 init_gold_top100=0.4691 +step=26000 micro_steps=26000 elapsed=33.5s lr=3.000000e-04 loss=2.9180 loss_recon=2.9180 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5741 corrupt_frac=1.0000 acc_corrupt=0.5741 loss_corrupt=2.9180 wrong_frac=0.5021 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3675 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6461 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8252 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=289.1377 out_g_norm=0.0346 loss_all=3.2040 init_gold_top10=0.4638 init_gold_top100=0.4711 +step=26100 micro_steps=26100 elapsed=34.9s lr=3.000000e-04 loss=2.8411 loss_recon=2.8411 loss_meanflow=0.0000 mean_model_t=0.5066 mean_corrupt_t=0.5066 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5847 corrupt_frac=1.0000 acc_corrupt=0.5847 loss_corrupt=2.8411 wrong_frac=0.4933 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.0964 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3711 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6432 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8242 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9503 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=289.5056 out_g_norm=0.0341 loss_all=2.2378 init_gold_top10=0.5639 init_gold_top100=0.5673 +step=26200 micro_steps=26200 elapsed=33.1s lr=3.000000e-04 loss=2.9445 loss_recon=2.9445 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5716 corrupt_frac=1.0000 acc_corrupt=0.5716 loss_corrupt=2.9445 wrong_frac=0.5031 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.0971 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.3652 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6410 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8229 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=289.8688 out_g_norm=0.0371 loss_all=3.3048 init_gold_top10=0.4425 init_gold_top100=0.4494 +step=26300 micro_steps=26300 elapsed=33.1s lr=3.000000e-04 loss=2.8254 loss_recon=2.8254 loss_meanflow=0.0000 mean_model_t=0.5069 mean_corrupt_t=0.5069 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8254 wrong_frac=0.4930 init_acc_corrupt=0.4734 acc_corrupt_t_0p0_0p2=0.0978 corrupt_frac_t_0p0_0p2=0.1866 acc_corrupt_t_0p2_0p4=0.3704 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6411 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8236 corrupt_frac_t_0p6_0p8=0.2137 acc_corrupt_t_0p8_1p0=0.9511 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=290.2278 out_g_norm=0.0359 loss_all=2.6332 init_gold_top10=0.5104 init_gold_top100=0.5145 +step=26400 micro_steps=26400 elapsed=33.2s lr=3.000000e-04 loss=2.9674 loss_recon=2.9674 loss_meanflow=0.0000 mean_model_t=0.4910 mean_corrupt_t=0.4910 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5675 corrupt_frac=1.0000 acc_corrupt=0.5675 loss_corrupt=2.9674 wrong_frac=0.5086 init_acc_corrupt=0.4558 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3656 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6483 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8240 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=290.5906 out_g_norm=0.0338 loss_all=3.2804 init_gold_top10=0.4731 init_gold_top100=0.4806 +step=26500 micro_steps=26500 elapsed=33.1s lr=3.000000e-04 loss=2.9166 loss_recon=2.9166 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5744 corrupt_frac=1.0000 acc_corrupt=0.5744 loss_corrupt=2.9166 wrong_frac=0.5010 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.0942 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3673 corrupt_frac_t_0p2_0p4=0.2134 acc_corrupt_t_0p4_0p6=0.6415 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8271 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=290.9586 out_g_norm=0.0353 loss_all=3.0207 init_gold_top10=0.5025 init_gold_top100=0.5085 +step=26600 micro_steps=26600 elapsed=33.1s lr=3.000000e-04 loss=2.9018 loss_recon=2.9018 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5740 corrupt_frac=1.0000 acc_corrupt=0.5740 loss_corrupt=2.9018 wrong_frac=0.5020 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.0971 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3589 corrupt_frac_t_0p2_0p4=0.2103 acc_corrupt_t_0p4_0p6=0.6420 corrupt_frac_t_0p4_0p6=0.2125 acc_corrupt_t_0p6_0p8=0.8214 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=291.3205 out_g_norm=0.0346 loss_all=2.3629 init_gold_top10=0.5419 init_gold_top100=0.5450 +step=26700 micro_steps=26700 elapsed=33.1s lr=3.000000e-04 loss=2.8678 loss_recon=2.8678 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5808 corrupt_frac=1.0000 acc_corrupt=0.5808 loss_corrupt=2.8678 wrong_frac=0.4966 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.0987 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3688 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6422 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8271 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9488 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=291.6952 out_g_norm=0.0337 loss_all=1.9036 init_gold_top10=0.6396 init_gold_top100=0.6437 +step=26800 micro_steps=26800 elapsed=33.1s lr=3.000000e-04 loss=2.9548 loss_recon=2.9548 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5701 corrupt_frac=1.0000 acc_corrupt=0.5701 loss_corrupt=2.9548 wrong_frac=0.5065 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.0959 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3718 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6484 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8262 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9526 corrupt_frac_t_0p8_1p0=0.1929 out_w_norm=292.0618 out_g_norm=0.0347 loss_all=2.6777 init_gold_top10=0.5031 init_gold_top100=0.5062 +step=26900 micro_steps=26900 elapsed=33.3s lr=3.000000e-04 loss=2.8581 loss_recon=2.8581 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5835 corrupt_frac=1.0000 acc_corrupt=0.5835 loss_corrupt=2.8581 wrong_frac=0.4919 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.0972 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3590 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6419 corrupt_frac_t_0p4_0p6=0.2004 acc_corrupt_t_0p6_0p8=0.8247 corrupt_frac_t_0p6_0p8=0.1862 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.2222 out_w_norm=292.4271 out_g_norm=0.0350 loss_all=2.4079 init_gold_top10=0.5740 init_gold_top100=0.5774 +step=27000 micro_steps=27000 elapsed=33.4s lr=3.000000e-04 loss=2.8540 loss_recon=2.8540 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5825 corrupt_frac=1.0000 acc_corrupt=0.5825 loss_corrupt=2.8540 wrong_frac=0.4976 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.1875 acc_corrupt_t_0p2_0p4=0.3738 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6439 corrupt_frac_t_0p4_0p6=0.2094 acc_corrupt_t_0p6_0p8=0.8285 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=292.8022 out_g_norm=0.0341 loss_all=2.0945 init_gold_top10=0.5956 init_gold_top100=0.5995 +step=27100 micro_steps=27100 elapsed=34.5s lr=3.000000e-04 loss=2.9238 loss_recon=2.9238 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5736 corrupt_frac=1.0000 acc_corrupt=0.5736 loss_corrupt=2.9238 wrong_frac=0.5044 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.0934 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3622 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6484 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8264 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=293.1736 out_g_norm=0.0346 loss_all=2.9455 init_gold_top10=0.4668 init_gold_top100=0.4728 +step=27200 micro_steps=27200 elapsed=33.1s lr=3.000000e-04 loss=2.8563 loss_recon=2.8563 loss_meanflow=0.0000 mean_model_t=0.5065 mean_corrupt_t=0.5065 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5835 corrupt_frac=1.0000 acc_corrupt=0.5835 loss_corrupt=2.8563 wrong_frac=0.4936 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.0969 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3719 corrupt_frac_t_0p2_0p4=0.1847 acc_corrupt_t_0p4_0p6=0.6468 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8273 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=293.5373 out_g_norm=0.0347 loss_all=3.4853 init_gold_top10=0.4238 init_gold_top100=0.4314 +step=27300 micro_steps=27300 elapsed=33.1s lr=3.000000e-04 loss=2.8877 loss_recon=2.8877 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5790 corrupt_frac=1.0000 acc_corrupt=0.5790 loss_corrupt=2.8877 wrong_frac=0.4962 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.2049 acc_corrupt_t_0p2_0p4=0.3648 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6396 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8276 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9508 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=293.9003 out_g_norm=0.0332 loss_all=3.1605 init_gold_top10=0.4694 init_gold_top100=0.4773 +step=27400 micro_steps=27400 elapsed=33.3s lr=3.000000e-04 loss=2.9103 loss_recon=2.9103 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5757 corrupt_frac=1.0000 acc_corrupt=0.5757 loss_corrupt=2.9103 wrong_frac=0.5025 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.0979 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3754 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6456 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8262 corrupt_frac_t_0p6_0p8=0.1979 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=294.2681 out_g_norm=0.0343 loss_all=2.3428 init_gold_top10=0.5639 init_gold_top100=0.5671 +step=27500 micro_steps=27500 elapsed=33.2s lr=3.000000e-04 loss=2.8350 loss_recon=2.8350 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8350 wrong_frac=0.4953 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3671 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6477 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8275 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=294.6326 out_g_norm=0.0334 loss_all=2.8116 init_gold_top10=0.4999 init_gold_top100=0.5054 +step=27600 micro_steps=27600 elapsed=33.2s lr=3.000000e-04 loss=2.9285 loss_recon=2.9285 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5716 corrupt_frac=1.0000 acc_corrupt=0.5716 loss_corrupt=2.9285 wrong_frac=0.5057 init_acc_corrupt=0.4585 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3663 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6445 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8248 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9488 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=295.0010 out_g_norm=0.0338 loss_all=2.8705 init_gold_top10=0.4857 init_gold_top100=0.4925 +step=27700 micro_steps=27700 elapsed=33.3s lr=3.000000e-04 loss=2.8634 loss_recon=2.8634 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5799 corrupt_frac=1.0000 acc_corrupt=0.5799 loss_corrupt=2.8634 wrong_frac=0.4977 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.0984 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3722 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6428 corrupt_frac_t_0p4_0p6=0.2128 acc_corrupt_t_0p6_0p8=0.8268 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=295.3663 out_g_norm=0.0338 loss_all=3.7761 init_gold_top10=0.3915 init_gold_top100=0.4000 +step=27800 micro_steps=27800 elapsed=33.1s lr=3.000000e-04 loss=2.8685 loss_recon=2.8685 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5802 corrupt_frac=1.0000 acc_corrupt=0.5802 loss_corrupt=2.8685 wrong_frac=0.4984 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3727 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6420 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8278 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=295.7242 out_g_norm=0.0356 loss_all=2.2398 init_gold_top10=0.5810 init_gold_top100=0.5847 +step=27900 micro_steps=27900 elapsed=33.1s lr=3.000000e-04 loss=2.9144 loss_recon=2.9144 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5756 corrupt_frac=1.0000 acc_corrupt=0.5756 loss_corrupt=2.9144 wrong_frac=0.5010 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.0942 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3613 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6417 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8241 corrupt_frac_t_0p6_0p8=0.2119 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=296.0849 out_g_norm=0.0332 loss_all=3.7064 init_gold_top10=0.3943 init_gold_top100=0.4038 +step=28000 micro_steps=28000 elapsed=33.1s lr=3.000000e-04 loss=2.9382 loss_recon=2.9382 loss_meanflow=0.0000 mean_model_t=0.4928 mean_corrupt_t=0.4928 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5703 corrupt_frac=1.0000 acc_corrupt=0.5703 loss_corrupt=2.9382 wrong_frac=0.5072 init_acc_corrupt=0.4569 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3687 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6468 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8251 corrupt_frac_t_0p6_0p8=0.1862 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.2001 out_w_norm=296.4423 out_g_norm=0.0336 loss_all=3.1264 init_gold_top10=0.4640 init_gold_top100=0.4711 +step=28100 micro_steps=28100 elapsed=34.6s lr=3.000000e-04 loss=2.9305 loss_recon=2.9305 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5737 corrupt_frac=1.0000 acc_corrupt=0.5737 loss_corrupt=2.9305 wrong_frac=0.5029 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.0962 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.3662 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6498 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8258 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=296.8077 out_g_norm=0.0341 loss_all=2.4767 init_gold_top10=0.5439 init_gold_top100=0.5479 +step=28200 micro_steps=28200 elapsed=33.1s lr=3.000000e-04 loss=2.9985 loss_recon=2.9985 loss_meanflow=0.0000 mean_model_t=0.4878 mean_corrupt_t=0.4878 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5653 corrupt_frac=1.0000 acc_corrupt=0.5653 loss_corrupt=2.9985 wrong_frac=0.5120 init_acc_corrupt=0.4524 acc_corrupt_t_0p0_0p2=0.0956 corrupt_frac_t_0p0_0p2=0.2172 acc_corrupt_t_0p2_0p4=0.3699 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6473 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8270 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=297.1623 out_g_norm=0.0347 loss_all=2.2946 init_gold_top10=0.5644 init_gold_top100=0.5690 +step=28300 micro_steps=28300 elapsed=33.1s lr=3.000000e-04 loss=2.8154 loss_recon=2.8154 loss_meanflow=0.0000 mean_model_t=0.5102 mean_corrupt_t=0.5102 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.8154 wrong_frac=0.4900 init_acc_corrupt=0.4762 acc_corrupt_t_0p0_0p2=0.0968 corrupt_frac_t_0p0_0p2=0.1948 acc_corrupt_t_0p2_0p4=0.3662 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6456 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8286 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.2144 out_w_norm=297.5253 out_g_norm=0.0331 loss_all=2.9060 init_gold_top10=0.5090 init_gold_top100=0.5123 +step=28400 micro_steps=28400 elapsed=33.2s lr=3.000000e-04 loss=2.9687 loss_recon=2.9687 loss_meanflow=0.0000 mean_model_t=0.4905 mean_corrupt_t=0.4905 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5677 corrupt_frac=1.0000 acc_corrupt=0.5677 loss_corrupt=2.9687 wrong_frac=0.5097 init_acc_corrupt=0.4545 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.2102 acc_corrupt_t_0p2_0p4=0.3692 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6428 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8270 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=297.8775 out_g_norm=0.0351 loss_all=2.4052 init_gold_top10=0.5373 init_gold_top100=0.5423 +step=28500 micro_steps=28500 elapsed=33.2s lr=3.000000e-04 loss=2.8926 loss_recon=2.8926 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5786 corrupt_frac=1.0000 acc_corrupt=0.5786 loss_corrupt=2.8926 wrong_frac=0.4974 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3667 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6456 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8259 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9499 corrupt_frac_t_0p8_1p0=0.2122 out_w_norm=298.2403 out_g_norm=0.0329 loss_all=2.9774 init_gold_top10=0.5021 init_gold_top100=0.5078 +step=28600 micro_steps=28600 elapsed=33.2s lr=3.000000e-04 loss=2.8176 loss_recon=2.8176 loss_meanflow=0.0000 mean_model_t=0.5073 mean_corrupt_t=0.5073 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8176 wrong_frac=0.4928 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.0979 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3623 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6510 corrupt_frac_t_0p4_0p6=0.2061 acc_corrupt_t_0p6_0p8=0.8260 corrupt_frac_t_0p6_0p8=0.2112 acc_corrupt_t_0p8_1p0=0.9501 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=298.5939 out_g_norm=0.0332 loss_all=2.8184 init_gold_top10=0.5122 init_gold_top100=0.5190 +step=28700 micro_steps=28700 elapsed=33.1s lr=3.000000e-04 loss=2.8107 loss_recon=2.8107 loss_meanflow=0.0000 mean_model_t=0.5062 mean_corrupt_t=0.5062 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5877 corrupt_frac=1.0000 acc_corrupt=0.5877 loss_corrupt=2.8107 wrong_frac=0.4936 init_acc_corrupt=0.4732 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3735 corrupt_frac_t_0p2_0p4=0.1932 acc_corrupt_t_0p4_0p6=0.6468 corrupt_frac_t_0p4_0p6=0.2106 acc_corrupt_t_0p6_0p8=0.8277 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=298.9741 out_g_norm=0.0336 loss_all=3.4306 init_gold_top10=0.4233 init_gold_top100=0.4294 +step=28800 micro_steps=28800 elapsed=33.2s lr=3.000000e-04 loss=2.8614 loss_recon=2.8614 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5811 corrupt_frac=1.0000 acc_corrupt=0.5811 loss_corrupt=2.8614 wrong_frac=0.4974 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.0965 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3679 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6391 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8240 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=299.3439 out_g_norm=0.0327 loss_all=3.2782 init_gold_top10=0.4480 init_gold_top100=0.4528 +step=28900 micro_steps=28900 elapsed=33.2s lr=3.000000e-04 loss=2.8430 loss_recon=2.8430 loss_meanflow=0.0000 mean_model_t=0.5065 mean_corrupt_t=0.5065 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5846 corrupt_frac=1.0000 acc_corrupt=0.5846 loss_corrupt=2.8430 wrong_frac=0.4935 init_acc_corrupt=0.4729 acc_corrupt_t_0p0_0p2=0.0966 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3733 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6449 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8276 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=299.7055 out_g_norm=0.0328 loss_all=2.5527 init_gold_top10=0.5204 init_gold_top100=0.5249 +step=29000 micro_steps=29000 elapsed=33.2s lr=3.000000e-04 loss=2.8419 loss_recon=2.8419 loss_meanflow=0.0000 mean_model_t=0.5059 mean_corrupt_t=0.5059 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5839 corrupt_frac=1.0000 acc_corrupt=0.5839 loss_corrupt=2.8419 wrong_frac=0.4940 init_acc_corrupt=0.4728 acc_corrupt_t_0p0_0p2=0.0974 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3665 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6449 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8257 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9502 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=300.0432 out_g_norm=0.0333 loss_all=1.9840 init_gold_top10=0.6000 init_gold_top100=0.6028 +step=29100 micro_steps=29100 elapsed=34.6s lr=3.000000e-04 loss=2.9414 loss_recon=2.9414 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5704 corrupt_frac=1.0000 acc_corrupt=0.5704 loss_corrupt=2.9414 wrong_frac=0.5047 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.0971 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.3649 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6380 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8244 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9491 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=300.4058 out_g_norm=0.0326 loss_all=3.8633 init_gold_top10=0.3720 init_gold_top100=0.3798 +step=29200 micro_steps=29200 elapsed=33.2s lr=3.000000e-04 loss=2.8387 loss_recon=2.8387 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8387 wrong_frac=0.4989 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3801 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6439 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8292 corrupt_frac_t_0p6_0p8=0.2112 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.1888 out_w_norm=300.7594 out_g_norm=0.0322 loss_all=2.9229 init_gold_top10=0.4649 init_gold_top100=0.4701 +step=29300 micro_steps=29300 elapsed=33.2s lr=3.000000e-04 loss=2.8567 loss_recon=2.8567 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5808 corrupt_frac=1.0000 acc_corrupt=0.5808 loss_corrupt=2.8567 wrong_frac=0.4984 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.0998 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3772 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6434 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8245 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=301.1137 out_g_norm=0.0325 loss_all=2.9591 init_gold_top10=0.4781 init_gold_top100=0.4836 +step=29400 micro_steps=29400 elapsed=33.2s lr=3.000000e-04 loss=2.9011 loss_recon=2.9011 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5771 corrupt_frac=1.0000 acc_corrupt=0.5771 loss_corrupt=2.9011 wrong_frac=0.5012 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.0979 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3715 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6433 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8295 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9513 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=301.4694 out_g_norm=0.0325 loss_all=2.6335 init_gold_top10=0.5180 init_gold_top100=0.5226 +step=29500 micro_steps=29500 elapsed=33.3s lr=3.000000e-04 loss=2.8966 loss_recon=2.8966 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5767 corrupt_frac=1.0000 acc_corrupt=0.5767 loss_corrupt=2.8966 wrong_frac=0.5014 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3648 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6443 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8280 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9499 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=301.8231 out_g_norm=0.0330 loss_all=2.6879 init_gold_top10=0.4981 init_gold_top100=0.5032 +step=29600 micro_steps=29600 elapsed=33.2s lr=3.000000e-04 loss=2.8078 loss_recon=2.8078 loss_meanflow=0.0000 mean_model_t=0.5090 mean_corrupt_t=0.5090 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.8078 wrong_frac=0.4910 init_acc_corrupt=0.4766 acc_corrupt_t_0p0_0p2=0.0960 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3726 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6450 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8284 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=302.1657 out_g_norm=0.0315 loss_all=2.8510 init_gold_top10=0.5001 init_gold_top100=0.5044 +step=29700 micro_steps=29700 elapsed=33.2s lr=3.000000e-04 loss=2.8445 loss_recon=2.8445 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5833 corrupt_frac=1.0000 acc_corrupt=0.5833 loss_corrupt=2.8445 wrong_frac=0.4952 init_acc_corrupt=0.4709 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3667 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6428 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8255 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=302.5211 out_g_norm=0.0327 loss_all=2.7580 init_gold_top10=0.5220 init_gold_top100=0.5289 +step=29800 micro_steps=29800 elapsed=33.2s lr=3.000000e-04 loss=2.9693 loss_recon=2.9693 loss_meanflow=0.0000 mean_model_t=0.4929 mean_corrupt_t=0.4929 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5685 corrupt_frac=1.0000 acc_corrupt=0.5685 loss_corrupt=2.9693 wrong_frac=0.5073 init_acc_corrupt=0.4572 acc_corrupt_t_0p0_0p2=0.0960 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3632 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6409 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8247 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=302.8756 out_g_norm=0.0329 loss_all=3.5097 init_gold_top10=0.4003 init_gold_top100=0.4101 +step=29900 micro_steps=29900 elapsed=33.2s lr=3.000000e-04 loss=2.9133 loss_recon=2.9133 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5745 corrupt_frac=1.0000 acc_corrupt=0.5745 loss_corrupt=2.9133 wrong_frac=0.5025 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.0989 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3621 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6438 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8288 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=303.2184 out_g_norm=0.0321 loss_all=3.3340 init_gold_top10=0.4167 init_gold_top100=0.4218 +step=30000 micro_steps=30000 elapsed=33.0s lr=3.000000e-04 loss=2.9051 loss_recon=2.9051 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5747 corrupt_frac=1.0000 acc_corrupt=0.5747 loss_corrupt=2.9051 wrong_frac=0.5034 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.0987 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3742 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6446 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8238 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=303.5596 out_g_norm=0.0319 loss_all=3.0258 init_gold_top10=0.4551 init_gold_top100=0.4614 +step=30100 micro_steps=30100 elapsed=43.7s lr=3.000000e-04 loss=2.7663 loss_recon=2.7663 loss_meanflow=0.0000 mean_model_t=0.5129 mean_corrupt_t=0.5129 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5952 corrupt_frac=1.0000 acc_corrupt=0.5952 loss_corrupt=2.7663 wrong_frac=0.4868 init_acc_corrupt=0.4790 acc_corrupt_t_0p0_0p2=0.1113 corrupt_frac_t_0p0_0p2=0.2008 acc_corrupt_t_0p2_0p4=0.3758 corrupt_frac_t_0p2_0p4=0.1881 acc_corrupt_t_0p4_0p6=0.6571 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8285 corrupt_frac_t_0p6_0p8=0.2159 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2109 out_w_norm=303.9127 out_g_norm=0.0339 loss_all=2.4262 init_gold_top10=0.5587 init_gold_top100=0.5648 +step=30200 micro_steps=30200 elapsed=53.2s lr=3.000000e-04 loss=2.9440 loss_recon=2.9440 loss_meanflow=0.0000 mean_model_t=0.4889 mean_corrupt_t=0.4889 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5680 corrupt_frac=1.0000 acc_corrupt=0.5680 loss_corrupt=2.9440 wrong_frac=0.5118 init_acc_corrupt=0.4526 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3693 corrupt_frac_t_0p2_0p4=0.2071 acc_corrupt_t_0p4_0p6=0.6451 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8275 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9514 corrupt_frac_t_0p8_1p0=0.1825 out_w_norm=304.2570 out_g_norm=0.0328 loss_all=3.3630 init_gold_top10=0.4142 init_gold_top100=0.4200 +step=30300 micro_steps=30300 elapsed=53.3s lr=3.000000e-04 loss=2.8994 loss_recon=2.8994 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5757 corrupt_frac=1.0000 acc_corrupt=0.5757 loss_corrupt=2.8994 wrong_frac=0.5024 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.0974 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3707 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6433 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8254 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9494 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=304.5974 out_g_norm=0.0318 loss_all=2.5438 init_gold_top10=0.5150 init_gold_top100=0.5199 +step=30400 micro_steps=30400 elapsed=53.3s lr=3.000000e-04 loss=2.8678 loss_recon=2.8678 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5780 corrupt_frac=1.0000 acc_corrupt=0.5780 loss_corrupt=2.8678 wrong_frac=0.5023 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.0956 corrupt_frac_t_0p0_0p2=0.1970 acc_corrupt_t_0p2_0p4=0.3723 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6473 corrupt_frac_t_0p4_0p6=0.2147 acc_corrupt_t_0p6_0p8=0.8258 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=304.9492 out_g_norm=0.0323 loss_all=2.5341 init_gold_top10=0.5221 init_gold_top100=0.5275 +step=30500 micro_steps=30500 elapsed=53.4s lr=3.000000e-04 loss=2.8535 loss_recon=2.8535 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5812 corrupt_frac=1.0000 acc_corrupt=0.5812 loss_corrupt=2.8535 wrong_frac=0.4975 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3716 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6484 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8265 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9510 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=305.2988 out_g_norm=0.0336 loss_all=1.8338 init_gold_top10=0.6262 init_gold_top100=0.6303 +step=30600 micro_steps=30600 elapsed=53.3s lr=3.000000e-04 loss=2.9117 loss_recon=2.9117 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5737 corrupt_frac=1.0000 acc_corrupt=0.5737 loss_corrupt=2.9117 wrong_frac=0.5037 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.0944 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3651 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6525 corrupt_frac_t_0p4_0p6=0.2004 acc_corrupt_t_0p6_0p8=0.8265 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=305.6380 out_g_norm=0.0319 loss_all=3.1211 init_gold_top10=0.4543 init_gold_top100=0.4611 +step=30700 micro_steps=30700 elapsed=53.3s lr=3.000000e-04 loss=2.8758 loss_recon=2.8758 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5776 corrupt_frac=1.0000 acc_corrupt=0.5776 loss_corrupt=2.8758 wrong_frac=0.5016 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3770 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6466 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8300 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=305.9813 out_g_norm=0.0322 loss_all=3.2890 init_gold_top10=0.4231 init_gold_top100=0.4296 +step=30800 micro_steps=30800 elapsed=53.2s lr=3.000000e-04 loss=2.8475 loss_recon=2.8475 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8475 wrong_frac=0.4975 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.0958 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3701 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6480 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8297 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=306.3316 out_g_norm=0.0310 loss_all=1.6339 init_gold_top10=0.5441 init_gold_top100=0.5490 +step=30900 micro_steps=30900 elapsed=33.5s lr=3.000000e-04 loss=2.8916 loss_recon=2.8916 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5775 corrupt_frac=1.0000 acc_corrupt=0.5775 loss_corrupt=2.8916 wrong_frac=0.5017 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.0968 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3639 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6457 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8269 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=306.6768 out_g_norm=0.0331 loss_all=2.5163 init_gold_top10=0.5504 init_gold_top100=0.5555 +step=31000 micro_steps=31000 elapsed=33.4s lr=3.000000e-04 loss=2.9116 loss_recon=2.9116 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5751 corrupt_frac=1.0000 acc_corrupt=0.5751 loss_corrupt=2.9116 wrong_frac=0.5016 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.0963 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3666 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6414 corrupt_frac_t_0p4_0p6=0.1891 acc_corrupt_t_0p6_0p8=0.8270 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=307.0213 out_g_norm=0.0335 loss_all=3.1220 init_gold_top10=0.4697 init_gold_top100=0.4756 +step=31100 micro_steps=31100 elapsed=34.5s lr=3.000000e-04 loss=2.8547 loss_recon=2.8547 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5820 corrupt_frac=1.0000 acc_corrupt=0.5820 loss_corrupt=2.8547 wrong_frac=0.4954 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.0964 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3671 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6479 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8259 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2077 out_w_norm=307.3699 out_g_norm=0.0354 loss_all=2.8779 init_gold_top10=0.5037 init_gold_top100=0.5104 +step=31200 micro_steps=31200 elapsed=33.1s lr=3.000000e-04 loss=2.8188 loss_recon=2.8188 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.8188 wrong_frac=0.4947 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.0991 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3761 corrupt_frac_t_0p2_0p4=0.1850 acc_corrupt_t_0p4_0p6=0.6467 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8280 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=307.7276 out_g_norm=0.0317 loss_all=2.6700 init_gold_top10=0.5208 init_gold_top100=0.5250 +step=31300 micro_steps=31300 elapsed=33.2s lr=3.000000e-04 loss=2.8438 loss_recon=2.8438 loss_meanflow=0.0000 mean_model_t=0.5069 mean_corrupt_t=0.5069 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5850 corrupt_frac=1.0000 acc_corrupt=0.5850 loss_corrupt=2.8438 wrong_frac=0.4929 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.0970 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3674 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6480 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8275 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=308.0723 out_g_norm=0.0319 loss_all=2.7464 init_gold_top10=0.5098 init_gold_top100=0.5147 +step=31400 micro_steps=31400 elapsed=33.2s lr=3.000000e-04 loss=2.8474 loss_recon=2.8474 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5843 corrupt_frac=1.0000 acc_corrupt=0.5843 loss_corrupt=2.8474 wrong_frac=0.4960 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3755 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6525 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8303 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9495 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=308.4132 out_g_norm=0.0316 loss_all=3.5173 init_gold_top10=0.4314 init_gold_top100=0.4394 +step=31500 micro_steps=31500 elapsed=33.1s lr=3.000000e-04 loss=2.8144 loss_recon=2.8144 loss_meanflow=0.0000 mean_model_t=0.5058 mean_corrupt_t=0.5058 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.8144 wrong_frac=0.4939 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1872 acc_corrupt_t_0p2_0p4=0.3730 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6439 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8273 corrupt_frac_t_0p6_0p8=0.2045 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=308.7621 out_g_norm=0.0320 loss_all=2.0232 init_gold_top10=0.6004 init_gold_top100=0.6034 +step=31600 micro_steps=31600 elapsed=33.2s lr=3.000000e-04 loss=2.9223 loss_recon=2.9223 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5753 corrupt_frac=1.0000 acc_corrupt=0.5753 loss_corrupt=2.9223 wrong_frac=0.5012 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3666 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6470 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8276 corrupt_frac_t_0p6_0p8=0.2137 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=309.0929 out_g_norm=0.0324 loss_all=2.9692 init_gold_top10=0.4980 init_gold_top100=0.5041 +step=31700 micro_steps=31700 elapsed=33.2s lr=3.000000e-04 loss=2.8506 loss_recon=2.8506 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5827 corrupt_frac=1.0000 acc_corrupt=0.5827 loss_corrupt=2.8506 wrong_frac=0.4975 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.0919 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3780 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6543 corrupt_frac_t_0p4_0p6=0.1976 acc_corrupt_t_0p6_0p8=0.8287 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=309.4286 out_g_norm=0.0303 loss_all=2.2612 init_gold_top10=0.5365 init_gold_top100=0.5403 +step=31800 micro_steps=31800 elapsed=33.2s lr=3.000000e-04 loss=2.8805 loss_recon=2.8805 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5790 corrupt_frac=1.0000 acc_corrupt=0.5790 loss_corrupt=2.8805 wrong_frac=0.4993 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3635 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6478 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8282 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=309.7740 out_g_norm=0.0309 loss_all=2.3085 init_gold_top10=0.5772 init_gold_top100=0.5826 +step=31900 micro_steps=31900 elapsed=33.2s lr=3.000000e-04 loss=2.9227 loss_recon=2.9227 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5732 corrupt_frac=1.0000 acc_corrupt=0.5732 loss_corrupt=2.9227 wrong_frac=0.5060 init_acc_corrupt=0.4582 acc_corrupt_t_0p0_0p2=0.0987 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3708 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6527 corrupt_frac_t_0p4_0p6=0.1878 acc_corrupt_t_0p6_0p8=0.8255 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=310.1174 out_g_norm=0.0314 loss_all=2.3566 init_gold_top10=0.5690 init_gold_top100=0.5730 +step=32000 micro_steps=32000 elapsed=33.2s lr=3.000000e-04 loss=2.7879 loss_recon=2.7879 loss_meanflow=0.0000 mean_model_t=0.5087 mean_corrupt_t=0.5087 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5903 corrupt_frac=1.0000 acc_corrupt=0.5903 loss_corrupt=2.7879 wrong_frac=0.4912 init_acc_corrupt=0.4750 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1834 acc_corrupt_t_0p2_0p4=0.3721 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6479 corrupt_frac_t_0p4_0p6=0.2137 acc_corrupt_t_0p6_0p8=0.8277 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9503 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=310.4583 out_g_norm=0.0317 loss_all=3.8308 init_gold_top10=0.3736 init_gold_top100=0.3799 +step=32100 micro_steps=32100 elapsed=34.6s lr=3.000000e-04 loss=2.8432 loss_recon=2.8432 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8432 wrong_frac=0.4954 init_acc_corrupt=0.4715 acc_corrupt_t_0p0_0p2=0.0956 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3677 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6403 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8278 corrupt_frac_t_0p6_0p8=0.2122 acc_corrupt_t_0p8_1p0=0.9514 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=310.7964 out_g_norm=0.0312 loss_all=3.4852 init_gold_top10=0.4442 init_gold_top100=0.4523 +step=32200 micro_steps=32200 elapsed=33.1s lr=3.000000e-04 loss=2.8573 loss_recon=2.8573 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5809 corrupt_frac=1.0000 acc_corrupt=0.5809 loss_corrupt=2.8573 wrong_frac=0.4982 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3661 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6482 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8252 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1989 out_w_norm=311.1360 out_g_norm=0.0312 loss_all=2.6944 init_gold_top10=0.5168 init_gold_top100=0.5237 +step=32300 micro_steps=32300 elapsed=33.1s lr=3.000000e-04 loss=2.8968 loss_recon=2.8968 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5763 corrupt_frac=1.0000 acc_corrupt=0.5763 loss_corrupt=2.8968 wrong_frac=0.5037 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3719 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6485 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8283 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=311.4827 out_g_norm=0.0345 loss_all=3.0857 init_gold_top10=0.4615 init_gold_top100=0.4694 +step=32400 micro_steps=32400 elapsed=33.1s lr=3.000000e-04 loss=2.8132 loss_recon=2.8132 loss_meanflow=0.0000 mean_model_t=0.5069 mean_corrupt_t=0.5069 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5870 corrupt_frac=1.0000 acc_corrupt=0.5870 loss_corrupt=2.8132 wrong_frac=0.4931 init_acc_corrupt=0.4741 acc_corrupt_t_0p0_0p2=0.0970 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3741 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6452 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8232 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.2093 out_w_norm=311.8329 out_g_norm=0.0325 loss_all=3.4970 init_gold_top10=0.4230 init_gold_top100=0.4306 +step=32500 micro_steps=32500 elapsed=33.1s lr=3.000000e-04 loss=2.8909 loss_recon=2.8909 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5784 corrupt_frac=1.0000 acc_corrupt=0.5784 loss_corrupt=2.8909 wrong_frac=0.4997 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3663 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6514 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8270 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=312.1804 out_g_norm=0.0309 loss_all=2.6388 init_gold_top10=0.4984 init_gold_top100=0.5016 +step=32600 micro_steps=32600 elapsed=33.1s lr=3.000000e-04 loss=2.8702 loss_recon=2.8702 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5807 corrupt_frac=1.0000 acc_corrupt=0.5807 loss_corrupt=2.8702 wrong_frac=0.4961 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.0992 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3621 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6463 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8268 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=312.5237 out_g_norm=0.0320 loss_all=3.7739 init_gold_top10=0.4136 init_gold_top100=0.4232 +step=32700 micro_steps=32700 elapsed=33.1s lr=3.000000e-04 loss=2.8423 loss_recon=2.8423 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8423 wrong_frac=0.4985 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.0989 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3782 corrupt_frac_t_0p2_0p4=0.1929 acc_corrupt_t_0p4_0p6=0.6502 corrupt_frac_t_0p4_0p6=0.2153 acc_corrupt_t_0p6_0p8=0.8306 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=312.8557 out_g_norm=0.0363 loss_all=2.8914 init_gold_top10=0.5099 init_gold_top100=0.5162 +step=32800 micro_steps=32800 elapsed=33.2s lr=3.000000e-04 loss=2.8323 loss_recon=2.8323 loss_meanflow=0.0000 mean_model_t=0.5058 mean_corrupt_t=0.5058 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5854 corrupt_frac=1.0000 acc_corrupt=0.5854 loss_corrupt=2.8323 wrong_frac=0.4936 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.0958 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3690 corrupt_frac_t_0p2_0p4=0.1825 acc_corrupt_t_0p4_0p6=0.6406 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8278 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=313.1941 out_g_norm=0.0318 loss_all=2.6375 init_gold_top10=0.5216 init_gold_top100=0.5254 +step=32900 micro_steps=32900 elapsed=36.9s lr=3.000000e-04 loss=2.9462 loss_recon=2.9462 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5695 corrupt_frac=1.0000 acc_corrupt=0.5695 loss_corrupt=2.9462 wrong_frac=0.5070 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.0941 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3628 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6408 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8240 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=313.5288 out_g_norm=0.0312 loss_all=2.8324 init_gold_top10=0.5103 init_gold_top100=0.5154 +step=33000 micro_steps=33000 elapsed=35.2s lr=3.000000e-04 loss=2.8389 loss_recon=2.8389 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5826 corrupt_frac=1.0000 acc_corrupt=0.5826 loss_corrupt=2.8389 wrong_frac=0.4986 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.0967 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3719 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6433 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8248 corrupt_frac_t_0p6_0p8=0.2203 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=313.8673 out_g_norm=0.0308 loss_all=3.0186 init_gold_top10=0.4660 init_gold_top100=0.4708 +step=33100 micro_steps=33100 elapsed=35.6s lr=3.000000e-04 loss=2.8079 loss_recon=2.8079 loss_meanflow=0.0000 mean_model_t=0.5080 mean_corrupt_t=0.5080 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.8079 wrong_frac=0.4924 init_acc_corrupt=0.4743 acc_corrupt_t_0p0_0p2=0.0987 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3658 corrupt_frac_t_0p2_0p4=0.1893 acc_corrupt_t_0p4_0p6=0.6480 corrupt_frac_t_0p4_0p6=0.2147 acc_corrupt_t_0p6_0p8=0.8279 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=314.2078 out_g_norm=0.0311 loss_all=2.8302 init_gold_top10=0.5043 init_gold_top100=0.5100 +step=33200 micro_steps=33200 elapsed=33.4s lr=3.000000e-04 loss=2.9288 loss_recon=2.9288 loss_meanflow=0.0000 mean_model_t=0.4923 mean_corrupt_t=0.4923 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5718 corrupt_frac=1.0000 acc_corrupt=0.5718 loss_corrupt=2.9288 wrong_frac=0.5079 init_acc_corrupt=0.4565 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3645 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6514 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8303 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=314.5545 out_g_norm=0.0305 loss_all=3.2198 init_gold_top10=0.4546 init_gold_top100=0.4613 +step=33300 micro_steps=33300 elapsed=33.3s lr=3.000000e-04 loss=2.8924 loss_recon=2.8924 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5759 corrupt_frac=1.0000 acc_corrupt=0.5759 loss_corrupt=2.8924 wrong_frac=0.5030 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3635 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6458 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=314.8941 out_g_norm=0.0317 acc_corrupt_t_0p6_0p8=0.8300 corrupt_frac_t_0p6_0p8=0.2041 loss_all=2.6651 init_gold_top10=0.5042 init_gold_top100=0.5081 +step=33400 micro_steps=33400 elapsed=33.3s lr=3.000000e-04 loss=2.9144 loss_recon=2.9144 loss_meanflow=0.0000 mean_model_t=0.4941 mean_corrupt_t=0.4941 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5737 corrupt_frac=1.0000 acc_corrupt=0.5737 loss_corrupt=2.9144 wrong_frac=0.5060 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.0961 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3647 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6489 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8285 corrupt_frac_t_0p6_0p8=0.2042 acc_corrupt_t_0p8_1p0=0.9514 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=315.2277 out_g_norm=0.0316 loss_all=2.2865 init_gold_top10=0.5706 init_gold_top100=0.5759 +step=33500 micro_steps=33500 elapsed=33.3s lr=3.000000e-04 loss=2.8967 loss_recon=2.8967 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5777 corrupt_frac=1.0000 acc_corrupt=0.5777 loss_corrupt=2.8967 wrong_frac=0.4998 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.0975 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3713 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6471 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8261 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9508 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=315.5748 out_g_norm=0.0315 loss_all=2.6765 init_gold_top10=0.5247 init_gold_top100=0.5304 +step=33600 micro_steps=33600 elapsed=33.4s lr=3.000000e-04 loss=2.8157 loss_recon=2.8157 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8157 wrong_frac=0.4934 init_acc_corrupt=0.4734 acc_corrupt_t_0p0_0p2=0.0979 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3734 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6470 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8302 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.2017 out_w_norm=315.9072 out_g_norm=0.0308 loss_all=2.7448 init_gold_top10=0.5116 init_gold_top100=0.5168 +step=33700 micro_steps=33700 elapsed=33.2s lr=3.000000e-04 loss=2.8977 loss_recon=2.8977 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5776 corrupt_frac=1.0000 acc_corrupt=0.5776 loss_corrupt=2.8977 wrong_frac=0.5001 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.0949 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3691 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6483 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8258 corrupt_frac_t_0p6_0p8=0.1982 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=316.2392 out_g_norm=0.0316 loss_all=2.4569 init_gold_top10=0.5582 init_gold_top100=0.5625 +step=33800 micro_steps=33800 elapsed=33.2s lr=3.000000e-04 loss=2.8548 loss_recon=2.8548 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5825 corrupt_frac=1.0000 acc_corrupt=0.5825 loss_corrupt=2.8548 wrong_frac=0.4964 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.0969 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3681 corrupt_frac_t_0p2_0p4=0.1878 acc_corrupt_t_0p4_0p6=0.6467 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8272 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.2055 out_w_norm=316.5737 out_g_norm=0.0307 loss_all=3.3835 init_gold_top10=0.4359 init_gold_top100=0.4458 +step=33900 micro_steps=33900 elapsed=33.4s lr=3.000000e-04 loss=2.8550 loss_recon=2.8550 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5818 corrupt_frac=1.0000 acc_corrupt=0.5818 loss_corrupt=2.8550 wrong_frac=0.4970 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.0962 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3753 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6468 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8244 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=316.9058 out_g_norm=0.0387 loss_all=2.6393 init_gold_top10=0.5015 init_gold_top100=0.5063 +step=34000 micro_steps=34000 elapsed=33.4s lr=3.000000e-04 loss=2.9165 loss_recon=2.9165 loss_meanflow=0.0000 mean_model_t=0.4926 mean_corrupt_t=0.4926 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5732 corrupt_frac=1.0000 acc_corrupt=0.5732 loss_corrupt=2.9165 wrong_frac=0.5072 init_acc_corrupt=0.4583 acc_corrupt_t_0p0_0p2=0.0936 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3732 corrupt_frac_t_0p2_0p4=0.2128 acc_corrupt_t_0p4_0p6=0.6567 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8296 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=317.2386 out_g_norm=0.0302 loss_all=2.7661 init_gold_top10=0.4963 init_gold_top100=0.5016 +step=34100 micro_steps=34100 elapsed=34.8s lr=3.000000e-04 loss=2.8452 loss_recon=2.8452 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8452 wrong_frac=0.4952 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3672 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6468 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8291 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=317.5703 out_g_norm=0.0309 loss_all=2.8829 init_gold_top10=0.4922 init_gold_top100=0.4993 +step=34200 micro_steps=34200 elapsed=33.3s lr=3.000000e-04 loss=2.8936 loss_recon=2.8936 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5780 corrupt_frac=1.0000 acc_corrupt=0.5780 loss_corrupt=2.8936 wrong_frac=0.4992 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.0963 corrupt_frac_t_0p0_0p2=0.2131 acc_corrupt_t_0p2_0p4=0.3690 corrupt_frac_t_0p2_0p4=0.1878 acc_corrupt_t_0p4_0p6=0.6518 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8294 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=317.9081 out_g_norm=0.0304 loss_all=2.4643 init_gold_top10=0.5580 init_gold_top100=0.5630 +step=34300 micro_steps=34300 elapsed=33.4s lr=3.000000e-04 loss=2.8742 loss_recon=2.8742 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5786 corrupt_frac=1.0000 acc_corrupt=0.5786 loss_corrupt=2.8742 wrong_frac=0.5034 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3678 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6517 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8254 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9525 corrupt_frac_t_0p8_1p0=0.1869 out_w_norm=318.2383 out_g_norm=0.0301 loss_all=3.4723 init_gold_top10=0.4006 init_gold_top100=0.4075 +step=34400 micro_steps=34400 elapsed=33.2s lr=3.000000e-04 loss=2.9317 loss_recon=2.9317 loss_meanflow=0.0000 mean_model_t=0.4906 mean_corrupt_t=0.4906 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5725 corrupt_frac=1.0000 acc_corrupt=0.5725 loss_corrupt=2.9317 wrong_frac=0.5095 init_acc_corrupt=0.4557 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3773 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6482 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8269 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=318.5636 out_g_norm=0.0310 loss_all=2.6945 init_gold_top10=0.5316 init_gold_top100=0.5376 +step=34500 micro_steps=34500 elapsed=33.4s lr=3.000000e-04 loss=2.8719 loss_recon=2.8719 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5783 corrupt_frac=1.0000 acc_corrupt=0.5783 loss_corrupt=2.8719 wrong_frac=0.5020 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3690 corrupt_frac_t_0p2_0p4=0.2175 acc_corrupt_t_0p4_0p6=0.6471 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8318 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=318.9047 out_g_norm=0.0309 loss_all=3.3301 init_gold_top10=0.4325 init_gold_top100=0.4400 +step=34600 micro_steps=34600 elapsed=33.3s lr=3.000000e-04 loss=2.8460 loss_recon=2.8460 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5825 corrupt_frac=1.0000 acc_corrupt=0.5825 loss_corrupt=2.8460 wrong_frac=0.4988 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3766 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6530 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8317 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=319.2376 out_g_norm=0.0309 loss_all=3.1497 init_gold_top10=0.4703 init_gold_top100=0.4748 +step=34700 micro_steps=34700 elapsed=33.5s lr=3.000000e-04 loss=2.8990 loss_recon=2.8990 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5747 corrupt_frac=1.0000 acc_corrupt=0.5747 loss_corrupt=2.8990 wrong_frac=0.5046 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3643 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6506 corrupt_frac_t_0p4_0p6=0.2150 acc_corrupt_t_0p6_0p8=0.8304 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=319.5749 out_g_norm=0.0309 loss_all=3.5737 init_gold_top10=0.4252 init_gold_top100=0.4327 +step=34800 micro_steps=34800 elapsed=33.4s lr=3.000000e-04 loss=2.9880 loss_recon=2.9880 loss_meanflow=0.0000 mean_model_t=0.4866 mean_corrupt_t=0.4866 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5640 corrupt_frac=1.0000 acc_corrupt=0.5640 loss_corrupt=2.9880 wrong_frac=0.5136 init_acc_corrupt=0.4494 acc_corrupt_t_0p0_0p2=0.0976 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3674 corrupt_frac_t_0p2_0p4=0.2172 acc_corrupt_t_0p4_0p6=0.6421 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8273 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9511 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=319.9149 out_g_norm=0.0302 loss_all=2.6627 init_gold_top10=0.5121 init_gold_top100=0.5175 +step=34900 micro_steps=34900 elapsed=33.5s lr=3.000000e-04 loss=2.8996 loss_recon=2.8996 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5750 corrupt_frac=1.0000 acc_corrupt=0.5750 loss_corrupt=2.8996 wrong_frac=0.5021 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.0976 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3621 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6456 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8280 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=320.2673 out_g_norm=0.0308 loss_all=3.8573 init_gold_top10=0.3985 init_gold_top100=0.4082 +step=35000 micro_steps=35000 elapsed=33.2s lr=3.000000e-04 loss=2.7729 loss_recon=2.7729 loss_meanflow=0.0000 mean_model_t=0.5120 mean_corrupt_t=0.5120 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5924 corrupt_frac=1.0000 acc_corrupt=0.5924 loss_corrupt=2.7729 wrong_frac=0.4882 init_acc_corrupt=0.4775 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.1800 acc_corrupt_t_0p2_0p4=0.3656 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6496 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8276 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2125 out_w_norm=320.6039 out_g_norm=0.0305 loss_all=3.3100 init_gold_top10=0.4580 init_gold_top100=0.4650 +step=35100 micro_steps=35100 elapsed=34.7s lr=3.000000e-04 loss=2.8494 loss_recon=2.8494 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5825 corrupt_frac=1.0000 acc_corrupt=0.5825 loss_corrupt=2.8494 wrong_frac=0.4962 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.0975 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3721 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6472 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8288 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=320.9369 out_g_norm=0.0300 loss_all=2.3671 init_gold_top10=0.5634 init_gold_top100=0.5677 +step=35200 micro_steps=35200 elapsed=33.1s lr=3.000000e-04 loss=2.9016 loss_recon=2.9016 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5750 corrupt_frac=1.0000 acc_corrupt=0.5750 loss_corrupt=2.9016 wrong_frac=0.5051 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.0992 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3766 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6477 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8279 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=321.2597 out_g_norm=0.0301 loss_all=3.0887 init_gold_top10=0.4858 init_gold_top100=0.4931 +step=35300 micro_steps=35300 elapsed=33.3s lr=3.000000e-04 loss=2.8274 loss_recon=2.8274 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5847 corrupt_frac=1.0000 acc_corrupt=0.5847 loss_corrupt=2.8274 wrong_frac=0.4957 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.0923 corrupt_frac_t_0p0_0p2=0.1853 acc_corrupt_t_0p2_0p4=0.3706 corrupt_frac_t_0p2_0p4=0.2099 acc_corrupt_t_0p4_0p6=0.6477 corrupt_frac_t_0p4_0p6=0.2112 acc_corrupt_t_0p6_0p8=0.8268 corrupt_frac_t_0p6_0p8=0.1960 acc_corrupt_t_0p8_1p0=0.9510 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=321.5949 out_g_norm=0.0301 loss_all=3.3127 init_gold_top10=0.4290 init_gold_top100=0.4355 +step=35400 micro_steps=35400 elapsed=33.4s lr=3.000000e-04 loss=2.9058 loss_recon=2.9058 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5744 corrupt_frac=1.0000 acc_corrupt=0.5744 loss_corrupt=2.9058 wrong_frac=0.5040 init_acc_corrupt=0.4602 acc_corrupt_t_0p0_0p2=0.0977 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3691 corrupt_frac_t_0p2_0p4=0.2156 acc_corrupt_t_0p4_0p6=0.6518 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8304 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=321.9253 out_g_norm=0.0315 loss_all=2.9318 init_gold_top10=0.4815 init_gold_top100=0.4882 +step=35500 micro_steps=35500 elapsed=33.4s lr=3.000000e-04 loss=2.9079 loss_recon=2.9079 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5747 corrupt_frac=1.0000 acc_corrupt=0.5747 loss_corrupt=2.9079 wrong_frac=0.5058 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.0984 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3721 corrupt_frac_t_0p2_0p4=0.2071 acc_corrupt_t_0p4_0p6=0.6514 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8276 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9492 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=322.2653 out_g_norm=0.0306 loss_all=2.4777 init_gold_top10=0.5412 init_gold_top100=0.5467 +step=35600 micro_steps=35600 elapsed=33.3s lr=3.000000e-04 loss=2.9338 loss_recon=2.9338 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5732 corrupt_frac=1.0000 acc_corrupt=0.5732 loss_corrupt=2.9338 wrong_frac=0.5067 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.0969 corrupt_frac_t_0p0_0p2=0.2125 acc_corrupt_t_0p2_0p4=0.3727 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6529 corrupt_frac_t_0p4_0p6=0.2061 acc_corrupt_t_0p6_0p8=0.8290 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9514 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=322.5872 out_g_norm=0.0303 loss_all=3.6993 init_gold_top10=0.3979 init_gold_top100=0.4060 +step=35700 micro_steps=35700 elapsed=33.5s lr=3.000000e-04 loss=2.8780 loss_recon=2.8780 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5777 corrupt_frac=1.0000 acc_corrupt=0.5777 loss_corrupt=2.8780 wrong_frac=0.5060 init_acc_corrupt=0.4585 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3763 corrupt_frac_t_0p2_0p4=0.2209 acc_corrupt_t_0p4_0p6=0.6519 corrupt_frac_t_0p4_0p6=0.2055 acc_corrupt_t_0p6_0p8=0.8324 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1866 out_w_norm=322.9160 out_g_norm=0.0288 loss_all=2.8719 init_gold_top10=0.5093 init_gold_top100=0.5143 +step=35800 micro_steps=35800 elapsed=33.4s lr=3.000000e-04 loss=2.9782 loss_recon=2.9782 loss_meanflow=0.0000 mean_model_t=0.4843 mean_corrupt_t=0.4843 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5653 corrupt_frac=1.0000 acc_corrupt=0.5653 loss_corrupt=2.9782 wrong_frac=0.5158 init_acc_corrupt=0.4477 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.2156 acc_corrupt_t_0p2_0p4=0.3735 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6518 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8298 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.1834 out_w_norm=323.2336 out_g_norm=0.0305 loss_all=2.1202 init_gold_top10=0.5750 init_gold_top100=0.5785 +step=35900 micro_steps=35900 elapsed=33.3s lr=3.000000e-04 loss=2.8485 loss_recon=2.8485 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5831 corrupt_frac=1.0000 acc_corrupt=0.5831 loss_corrupt=2.8485 wrong_frac=0.4966 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3723 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6476 corrupt_frac_t_0p4_0p6=0.1853 acc_corrupt_t_0p6_0p8=0.8293 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2116 out_w_norm=323.5534 out_g_norm=0.0292 loss_all=2.7797 init_gold_top10=0.4977 init_gold_top100=0.5031 +step=36000 micro_steps=36000 elapsed=33.4s lr=3.000000e-04 loss=2.9085 loss_recon=2.9085 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5749 corrupt_frac=1.0000 acc_corrupt=0.5749 loss_corrupt=2.9085 wrong_frac=0.5044 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.0955 corrupt_frac_t_0p0_0p2=0.2074 acc_corrupt_t_0p2_0p4=0.3733 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6523 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8296 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=323.8854 out_g_norm=0.0309 loss_all=3.3856 init_gold_top10=0.4493 init_gold_top100=0.4566 +step=36100 micro_steps=36100 elapsed=34.8s lr=3.000000e-04 loss=2.8339 loss_recon=2.8339 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5843 corrupt_frac=1.0000 acc_corrupt=0.5843 loss_corrupt=2.8339 wrong_frac=0.4961 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3667 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6514 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8286 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=324.2228 out_g_norm=0.0299 loss_all=3.2159 init_gold_top10=0.4437 init_gold_top100=0.4493 +step=36200 micro_steps=36200 elapsed=33.6s lr=3.000000e-04 loss=2.9086 loss_recon=2.9086 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5761 corrupt_frac=1.0000 acc_corrupt=0.5761 loss_corrupt=2.9086 wrong_frac=0.5023 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.0958 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3684 corrupt_frac_t_0p2_0p4=0.1982 acc_corrupt_t_0p4_0p6=0.6485 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8297 corrupt_frac_t_0p6_0p8=0.1816 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=324.5492 out_g_norm=0.0290 loss_all=2.8692 init_gold_top10=0.5106 init_gold_top100=0.5166 +step=36300 micro_steps=36300 elapsed=33.4s lr=3.000000e-04 loss=2.8976 loss_recon=2.8976 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5761 corrupt_frac=1.0000 acc_corrupt=0.5761 loss_corrupt=2.8976 wrong_frac=0.5043 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.0963 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3722 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6453 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8276 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9513 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=324.8719 out_g_norm=0.0301 loss_all=3.2570 init_gold_top10=0.4691 init_gold_top100=0.4736 +step=36400 micro_steps=36400 elapsed=33.4s lr=3.000000e-04 loss=2.8150 loss_recon=2.8150 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.8150 wrong_frac=0.4947 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3698 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6465 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8290 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=325.1926 out_g_norm=0.0294 loss_all=3.1862 init_gold_top10=0.4593 init_gold_top100=0.4661 +step=36500 micro_steps=36500 elapsed=33.3s lr=3.000000e-04 loss=2.8780 loss_recon=2.8780 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5790 corrupt_frac=1.0000 acc_corrupt=0.5790 loss_corrupt=2.8780 wrong_frac=0.5000 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.0975 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3635 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6500 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8259 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9504 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=325.5198 out_g_norm=0.0306 loss_all=2.6628 init_gold_top10=0.5402 init_gold_top100=0.5455 +step=36600 micro_steps=36600 elapsed=33.4s lr=3.000000e-04 loss=2.8988 loss_recon=2.8988 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5759 corrupt_frac=1.0000 acc_corrupt=0.5759 loss_corrupt=2.8988 wrong_frac=0.5035 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3718 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6499 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8247 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=325.8446 out_g_norm=0.0289 loss_all=3.3684 init_gold_top10=0.4319 init_gold_top100=0.4393 +step=36700 micro_steps=36700 elapsed=33.3s lr=3.000000e-04 loss=2.8625 loss_recon=2.8625 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5819 corrupt_frac=1.0000 acc_corrupt=0.5819 loss_corrupt=2.8625 wrong_frac=0.4997 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3737 corrupt_frac_t_0p2_0p4=0.1844 acc_corrupt_t_0p4_0p6=0.6494 corrupt_frac_t_0p4_0p6=0.2116 acc_corrupt_t_0p6_0p8=0.8316 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=326.1736 out_g_norm=0.0305 loss_all=3.2853 init_gold_top10=0.4561 init_gold_top100=0.4635 +step=36800 micro_steps=36800 elapsed=33.4s lr=3.000000e-04 loss=2.8687 loss_recon=2.8687 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5807 corrupt_frac=1.0000 acc_corrupt=0.5807 loss_corrupt=2.8687 wrong_frac=0.5016 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3774 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6538 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8343 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=326.4916 out_g_norm=0.0302 loss_all=2.3926 init_gold_top10=0.5496 init_gold_top100=0.5550 +step=36900 micro_steps=36900 elapsed=33.3s lr=3.000000e-04 loss=2.8294 loss_recon=2.8294 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5848 corrupt_frac=1.0000 acc_corrupt=0.5848 loss_corrupt=2.8294 wrong_frac=0.4956 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.0989 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3687 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6516 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8267 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=326.8210 out_g_norm=0.0296 loss_all=3.2624 init_gold_top10=0.4248 init_gold_top100=0.4292 +step=37000 micro_steps=37000 elapsed=33.2s lr=3.000000e-04 loss=2.8714 loss_recon=2.8714 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5802 corrupt_frac=1.0000 acc_corrupt=0.5802 loss_corrupt=2.8714 wrong_frac=0.5006 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3711 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6542 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8302 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=327.1439 out_g_norm=0.0296 loss_all=2.6889 init_gold_top10=0.5419 init_gold_top100=0.5483 +step=37100 micro_steps=37100 elapsed=34.6s lr=3.000000e-04 loss=2.8687 loss_recon=2.8687 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5805 corrupt_frac=1.0000 acc_corrupt=0.5805 loss_corrupt=2.8687 wrong_frac=0.4983 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3664 corrupt_frac_t_0p2_0p4=0.1957 acc_corrupt_t_0p4_0p6=0.6504 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8259 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=327.4715 out_g_norm=0.0291 loss_all=3.1695 init_gold_top10=0.4230 init_gold_top100=0.4283 +step=37200 micro_steps=37200 elapsed=33.3s lr=3.000000e-04 loss=2.7659 loss_recon=2.7659 loss_meanflow=0.0000 mean_model_t=0.5092 mean_corrupt_t=0.5092 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5923 corrupt_frac=1.0000 acc_corrupt=0.5923 loss_corrupt=2.7659 wrong_frac=0.4911 init_acc_corrupt=0.4745 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.1831 acc_corrupt_t_0p2_0p4=0.3701 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6515 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8283 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=327.7943 out_g_norm=0.0292 loss_all=2.7564 init_gold_top10=0.5023 init_gold_top100=0.5079 +step=37300 micro_steps=37300 elapsed=33.5s lr=3.000000e-04 loss=2.8004 loss_recon=2.8004 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.8004 wrong_frac=0.4945 init_acc_corrupt=0.4723 acc_corrupt_t_0p0_0p2=0.0963 corrupt_frac_t_0p0_0p2=0.1819 acc_corrupt_t_0p2_0p4=0.3697 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6441 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8276 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=328.1152 out_g_norm=0.0295 loss_all=2.6524 init_gold_top10=0.5347 init_gold_top100=0.5391 +step=37400 micro_steps=37400 elapsed=33.5s lr=3.000000e-04 loss=2.9136 loss_recon=2.9136 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5758 corrupt_frac=1.0000 acc_corrupt=0.5758 loss_corrupt=2.9136 wrong_frac=0.5043 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.2147 acc_corrupt_t_0p2_0p4=0.3682 corrupt_frac_t_0p2_0p4=0.1847 acc_corrupt_t_0p4_0p6=0.6460 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8297 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=328.4586 out_g_norm=0.0287 loss_all=3.4882 init_gold_top10=0.4155 init_gold_top100=0.4234 +step=37500 micro_steps=37500 elapsed=33.5s lr=3.000000e-04 loss=2.9002 loss_recon=2.9002 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5752 corrupt_frac=1.0000 acc_corrupt=0.5752 loss_corrupt=2.9002 wrong_frac=0.5034 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3702 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6445 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8302 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=328.7864 out_g_norm=0.0284 loss_all=2.6944 init_gold_top10=0.5051 init_gold_top100=0.5100 +step=37600 micro_steps=37600 elapsed=33.3s lr=3.000000e-04 loss=2.9172 loss_recon=2.9172 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5735 corrupt_frac=1.0000 acc_corrupt=0.5735 loss_corrupt=2.9172 wrong_frac=0.5057 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.0973 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.3690 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6446 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8307 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=329.1108 out_g_norm=0.0300 loss_all=2.4839 init_gold_top10=0.5512 init_gold_top100=0.5551 +step=37700 micro_steps=37700 elapsed=33.2s lr=3.000000e-04 loss=2.9322 loss_recon=2.9322 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5723 corrupt_frac=1.0000 acc_corrupt=0.5723 loss_corrupt=2.9322 wrong_frac=0.5030 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.0960 corrupt_frac_t_0p0_0p2=0.2119 acc_corrupt_t_0p2_0p4=0.3714 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6445 corrupt_frac_t_0p4_0p6=0.1809 acc_corrupt_t_0p6_0p8=0.8288 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9514 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=329.4313 out_g_norm=0.0295 loss_all=3.6226 init_gold_top10=0.3837 init_gold_top100=0.3910 +step=37800 micro_steps=37800 elapsed=33.4s lr=3.000000e-04 loss=2.8985 loss_recon=2.8985 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5762 corrupt_frac=1.0000 acc_corrupt=0.5762 loss_corrupt=2.8985 wrong_frac=0.5053 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3723 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6501 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8317 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9509 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=329.7482 out_g_norm=0.0294 loss_all=2.8364 init_gold_top10=0.4838 init_gold_top100=0.4897 +step=37900 micro_steps=37900 elapsed=33.4s lr=3.000000e-04 loss=2.8279 loss_recon=2.8279 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5865 corrupt_frac=1.0000 acc_corrupt=0.5865 loss_corrupt=2.8279 wrong_frac=0.4955 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.0955 corrupt_frac_t_0p0_0p2=0.2017 acc_corrupt_t_0p2_0p4=0.3677 corrupt_frac_t_0p2_0p4=0.1834 acc_corrupt_t_0p4_0p6=0.6520 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8290 corrupt_frac_t_0p6_0p8=0.2150 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=330.0636 out_g_norm=0.0284 loss_all=2.4730 init_gold_top10=0.5357 init_gold_top100=0.5414 +step=38000 micro_steps=38000 elapsed=33.2s lr=3.000000e-04 loss=2.8744 loss_recon=2.8744 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5786 corrupt_frac=1.0000 acc_corrupt=0.5786 loss_corrupt=2.8744 wrong_frac=0.5039 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3781 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6509 corrupt_frac_t_0p4_0p6=0.2094 acc_corrupt_t_0p6_0p8=0.8311 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=330.3772 out_g_norm=0.0286 loss_all=2.9160 init_gold_top10=0.4695 init_gold_top100=0.4753 +step=38100 micro_steps=38100 elapsed=34.6s lr=3.000000e-04 loss=2.8335 loss_recon=2.8335 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5842 corrupt_frac=1.0000 acc_corrupt=0.5842 loss_corrupt=2.8335 wrong_frac=0.4959 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.0992 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3725 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6475 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8301 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=330.6884 out_g_norm=0.0289 loss_all=3.1010 init_gold_top10=0.4666 init_gold_top100=0.4726 +step=38200 micro_steps=38200 elapsed=33.4s lr=3.000000e-04 loss=2.8577 loss_recon=2.8577 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5815 corrupt_frac=1.0000 acc_corrupt=0.5815 loss_corrupt=2.8577 wrong_frac=0.5012 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3759 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6501 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8289 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=330.9932 out_g_norm=0.0302 loss_all=2.3993 init_gold_top10=0.5278 init_gold_top100=0.5330 +step=38300 micro_steps=38300 elapsed=33.4s lr=3.000000e-04 loss=2.8049 loss_recon=2.8049 loss_meanflow=0.0000 mean_model_t=0.5095 mean_corrupt_t=0.5095 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5884 corrupt_frac=1.0000 acc_corrupt=0.5884 loss_corrupt=2.8049 wrong_frac=0.4905 init_acc_corrupt=0.4756 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3711 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6482 corrupt_frac_t_0p4_0p6=0.1878 acc_corrupt_t_0p6_0p8=0.8299 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=331.3066 out_g_norm=0.0291 loss_all=3.2025 init_gold_top10=0.4835 init_gold_top100=0.4911 +step=38400 micro_steps=38400 elapsed=33.4s lr=3.000000e-04 loss=2.8893 loss_recon=2.8893 loss_meanflow=0.0000 mean_model_t=0.4950 mean_corrupt_t=0.4950 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5755 corrupt_frac=1.0000 acc_corrupt=0.5755 loss_corrupt=2.8893 wrong_frac=0.5051 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3760 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6492 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8273 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=331.6235 out_g_norm=0.0285 loss_all=3.2173 init_gold_top10=0.4477 init_gold_top100=0.4550 +step=38500 micro_steps=38500 elapsed=33.4s lr=3.000000e-04 loss=2.8727 loss_recon=2.8727 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5801 corrupt_frac=1.0000 acc_corrupt=0.5801 loss_corrupt=2.8727 wrong_frac=0.4990 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3745 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6519 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8244 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=331.9429 out_g_norm=0.0286 loss_all=3.3034 init_gold_top10=0.4576 init_gold_top100=0.4628 +step=38600 micro_steps=38600 elapsed=33.5s lr=3.000000e-04 loss=2.8874 loss_recon=2.8874 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5781 corrupt_frac=1.0000 acc_corrupt=0.5781 loss_corrupt=2.8874 wrong_frac=0.5023 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.0980 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3672 corrupt_frac_t_0p2_0p4=0.1957 acc_corrupt_t_0p4_0p6=0.6454 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8310 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=332.2531 out_g_norm=0.0291 loss_all=2.9225 init_gold_top10=0.4883 init_gold_top100=0.4946 +step=38700 micro_steps=38700 elapsed=33.4s lr=3.000000e-04 loss=2.8425 loss_recon=2.8425 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5832 corrupt_frac=1.0000 acc_corrupt=0.5832 loss_corrupt=2.8425 wrong_frac=0.4975 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.0950 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3731 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6495 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8270 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=332.5752 out_g_norm=0.0288 loss_all=2.8934 init_gold_top10=0.4806 init_gold_top100=0.4879 +step=38800 micro_steps=38800 elapsed=33.4s lr=3.000000e-04 loss=2.8669 loss_recon=2.8669 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5805 corrupt_frac=1.0000 acc_corrupt=0.5805 loss_corrupt=2.8669 wrong_frac=0.5004 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3675 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6486 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8299 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=332.8957 out_g_norm=0.0277 loss_all=3.7110 init_gold_top10=0.3807 init_gold_top100=0.3903 +step=38900 micro_steps=38900 elapsed=33.4s lr=3.000000e-04 loss=2.7816 loss_recon=2.7816 loss_meanflow=0.0000 mean_model_t=0.5089 mean_corrupt_t=0.5089 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7816 wrong_frac=0.4913 init_acc_corrupt=0.4765 acc_corrupt_t_0p0_0p2=0.0968 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3753 corrupt_frac_t_0p2_0p4=0.1881 acc_corrupt_t_0p4_0p6=0.6485 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8316 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=333.2218 out_g_norm=0.0286 loss_all=2.7358 init_gold_top10=0.4995 init_gold_top100=0.5052 +step=39000 micro_steps=39000 elapsed=33.4s lr=3.000000e-04 loss=2.8293 loss_recon=2.8293 loss_meanflow=0.0000 mean_model_t=0.5066 mean_corrupt_t=0.5066 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8293 wrong_frac=0.4933 init_acc_corrupt=0.4731 acc_corrupt_t_0p0_0p2=0.0951 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3657 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6533 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8270 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2122 out_w_norm=333.5390 out_g_norm=0.0280 loss_all=2.1298 init_gold_top10=0.5967 init_gold_top100=0.5997 +step=39100 micro_steps=39100 elapsed=34.9s lr=3.000000e-04 loss=2.8087 loss_recon=2.8087 loss_meanflow=0.0000 mean_model_t=0.5079 mean_corrupt_t=0.5079 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.8087 wrong_frac=0.4923 init_acc_corrupt=0.4742 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3734 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6493 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8309 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=333.8572 out_g_norm=0.0287 loss_all=2.9476 init_gold_top10=0.4882 init_gold_top100=0.4954 +step=39200 micro_steps=39200 elapsed=33.4s lr=3.000000e-04 loss=2.9263 loss_recon=2.9263 loss_meanflow=0.0000 mean_model_t=0.4928 mean_corrupt_t=0.4928 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5728 corrupt_frac=1.0000 acc_corrupt=0.5728 loss_corrupt=2.9263 wrong_frac=0.5071 init_acc_corrupt=0.4572 acc_corrupt_t_0p0_0p2=0.0991 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3697 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6498 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8300 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=334.1832 out_g_norm=0.0294 loss_all=2.4391 init_gold_top10=0.5403 init_gold_top100=0.5441 +step=39300 micro_steps=39300 elapsed=33.5s lr=3.000000e-04 loss=2.9200 loss_recon=2.9200 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5739 corrupt_frac=1.0000 acc_corrupt=0.5739 loss_corrupt=2.9200 wrong_frac=0.5056 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.2156 acc_corrupt_t_0p2_0p4=0.3720 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6492 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8274 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=334.5167 out_g_norm=0.0284 loss_all=3.4015 init_gold_top10=0.4220 init_gold_top100=0.4295 +step=39400 micro_steps=39400 elapsed=33.5s lr=3.000000e-04 loss=2.8764 loss_recon=2.8764 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5811 corrupt_frac=1.0000 acc_corrupt=0.5811 loss_corrupt=2.8764 wrong_frac=0.4998 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3740 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6508 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8258 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=334.8167 out_g_norm=0.0302 loss_all=2.8312 init_gold_top10=0.5181 init_gold_top100=0.5244 +step=39500 micro_steps=39500 elapsed=33.3s lr=3.000000e-04 loss=2.7903 loss_recon=2.7903 loss_meanflow=0.0000 mean_model_t=0.5083 mean_corrupt_t=0.5083 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7903 wrong_frac=0.4918 init_acc_corrupt=0.4751 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3660 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6545 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8284 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2023 out_w_norm=335.1287 out_g_norm=0.0281 loss_all=3.1149 init_gold_top10=0.4624 init_gold_top100=0.4685 +step=39600 micro_steps=39600 elapsed=33.4s lr=3.000000e-04 loss=2.7582 loss_recon=2.7582 loss_meanflow=0.0000 mean_model_t=0.5127 mean_corrupt_t=0.5127 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5939 corrupt_frac=1.0000 acc_corrupt=0.5939 loss_corrupt=2.7582 wrong_frac=0.4872 init_acc_corrupt=0.4798 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.1844 acc_corrupt_t_0p2_0p4=0.3777 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6531 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8281 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9526 corrupt_frac_t_0p8_1p0=0.2166 out_w_norm=335.4419 out_g_norm=0.0275 loss_all=3.4645 init_gold_top10=0.4118 init_gold_top100=0.4191 +step=39700 micro_steps=39700 elapsed=33.2s lr=3.000000e-04 loss=2.8492 loss_recon=2.8492 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5812 corrupt_frac=1.0000 acc_corrupt=0.5812 loss_corrupt=2.8492 wrong_frac=0.5017 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.0980 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3747 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6477 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8311 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9510 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=335.7557 out_g_norm=0.0303 loss_all=2.5383 init_gold_top10=0.5584 init_gold_top100=0.5637 +step=39800 micro_steps=39800 elapsed=33.1s lr=3.000000e-04 loss=2.9497 loss_recon=2.9497 loss_meanflow=0.0000 mean_model_t=0.4889 mean_corrupt_t=0.4889 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5687 corrupt_frac=1.0000 acc_corrupt=0.5687 loss_corrupt=2.9497 wrong_frac=0.5108 init_acc_corrupt=0.4529 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3648 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6491 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8302 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.1809 out_w_norm=336.0725 out_g_norm=0.0284 loss_all=3.0913 init_gold_top10=0.4590 init_gold_top100=0.4649 +step=39900 micro_steps=39900 elapsed=33.2s lr=3.000000e-04 loss=2.8647 loss_recon=2.8647 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5810 corrupt_frac=1.0000 acc_corrupt=0.5810 loss_corrupt=2.8647 wrong_frac=0.4989 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.0991 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3716 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6458 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8290 corrupt_frac_t_0p6_0p8=0.2073 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=336.3830 out_g_norm=0.0280 loss_all=3.4551 init_gold_top10=0.4297 init_gold_top100=0.4361 +step=40000 micro_steps=40000 elapsed=33.3s lr=3.000000e-04 loss=2.7674 loss_recon=2.7674 loss_meanflow=0.0000 mean_model_t=0.5117 mean_corrupt_t=0.5117 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5934 corrupt_frac=1.0000 acc_corrupt=0.5934 loss_corrupt=2.7674 wrong_frac=0.4880 init_acc_corrupt=0.4783 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3747 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6504 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8327 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2144 out_w_norm=336.6931 out_g_norm=0.0278 loss_all=2.7080 init_gold_top10=0.4969 init_gold_top100=0.5027 +step=40100 micro_steps=40100 elapsed=51.0s lr=3.000000e-04 loss=2.8346 loss_recon=2.8346 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5835 corrupt_frac=1.0000 acc_corrupt=0.5835 loss_corrupt=2.8346 wrong_frac=0.4983 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3773 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6461 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8301 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=337.0089 out_g_norm=0.0290 loss_all=2.2062 init_gold_top10=0.5392 init_gold_top100=0.5427 +step=40200 micro_steps=40200 elapsed=53.1s lr=3.000000e-04 loss=2.8372 loss_recon=2.8372 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5845 corrupt_frac=1.0000 acc_corrupt=0.5845 loss_corrupt=2.8372 wrong_frac=0.4985 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3771 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6529 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8309 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=337.3282 out_g_norm=0.0279 loss_all=3.1414 init_gold_top10=0.4489 init_gold_top100=0.4540 +step=40300 micro_steps=40300 elapsed=53.2s lr=3.000000e-04 loss=2.8189 loss_recon=2.8189 loss_meanflow=0.0000 mean_model_t=0.5066 mean_corrupt_t=0.5066 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8189 wrong_frac=0.4936 init_acc_corrupt=0.4721 acc_corrupt_t_0p0_0p2=0.0968 corrupt_frac_t_0p0_0p2=0.1837 acc_corrupt_t_0p2_0p4=0.3656 corrupt_frac_t_0p2_0p4=0.2105 acc_corrupt_t_0p4_0p6=0.6472 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8296 corrupt_frac_t_0p6_0p8=0.2036 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=337.6349 out_g_norm=0.0274 loss_all=2.5840 init_gold_top10=0.5235 init_gold_top100=0.5268 +step=40400 micro_steps=40400 elapsed=53.0s lr=3.000000e-04 loss=2.8498 loss_recon=2.8498 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5844 corrupt_frac=1.0000 acc_corrupt=0.5844 loss_corrupt=2.8498 wrong_frac=0.4949 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.0953 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3697 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6524 corrupt_frac_t_0p4_0p6=0.1859 acc_corrupt_t_0p6_0p8=0.8288 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=337.9473 out_g_norm=0.0280 loss_all=2.9435 init_gold_top10=0.4950 init_gold_top100=0.5006 +step=40500 micro_steps=40500 elapsed=53.2s lr=3.000000e-04 loss=2.9007 loss_recon=2.9007 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5764 corrupt_frac=1.0000 acc_corrupt=0.5764 loss_corrupt=2.9007 wrong_frac=0.5036 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.0971 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3741 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6478 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8251 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=338.2554 out_g_norm=0.0285 loss_all=3.1139 init_gold_top10=0.4565 init_gold_top100=0.4618 +step=40600 micro_steps=40600 elapsed=53.0s lr=3.000000e-04 loss=2.9143 loss_recon=2.9143 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5747 corrupt_frac=1.0000 acc_corrupt=0.5747 loss_corrupt=2.9143 wrong_frac=0.5060 init_acc_corrupt=0.4579 acc_corrupt_t_0p0_0p2=0.0960 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3669 corrupt_frac_t_0p2_0p4=0.2150 acc_corrupt_t_0p4_0p6=0.6500 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8317 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1932 out_w_norm=338.5616 out_g_norm=0.0275 loss_all=2.7205 init_gold_top10=0.5074 init_gold_top100=0.5132 +step=40700 micro_steps=40700 elapsed=53.3s lr=3.000000e-04 loss=2.9308 loss_recon=2.9308 loss_meanflow=0.0000 mean_model_t=0.4914 mean_corrupt_t=0.4914 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5724 corrupt_frac=1.0000 acc_corrupt=0.5724 loss_corrupt=2.9308 wrong_frac=0.5087 init_acc_corrupt=0.4558 acc_corrupt_t_0p0_0p2=0.0987 corrupt_frac_t_0p0_0p2=0.2141 acc_corrupt_t_0p2_0p4=0.3773 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6531 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.1878 out_w_norm=338.8746 out_g_norm=0.0282 loss_all=3.2324 init_gold_top10=0.4549 init_gold_top100=0.4588 +step=40800 micro_steps=40800 elapsed=47.1s lr=3.000000e-04 loss=2.8592 loss_recon=2.8592 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5808 corrupt_frac=1.0000 acc_corrupt=0.5808 loss_corrupt=2.8592 wrong_frac=0.5001 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3685 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6467 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8310 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=339.1792 out_g_norm=0.0276 loss_all=3.4154 init_gold_top10=0.4389 init_gold_top100=0.4453 +step=40900 micro_steps=40900 elapsed=33.4s lr=3.000000e-04 loss=2.7477 loss_recon=2.7477 loss_meanflow=0.0000 mean_model_t=0.5141 mean_corrupt_t=0.5141 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5958 corrupt_frac=1.0000 acc_corrupt=0.5958 loss_corrupt=2.7477 wrong_frac=0.4860 init_acc_corrupt=0.4817 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3738 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6486 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8301 corrupt_frac_t_0p6_0p8=0.2147 acc_corrupt_t_0p8_1p0=0.9508 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=339.4859 out_g_norm=0.0273 loss_all=2.7222 init_gold_top10=0.5110 init_gold_top100=0.5189 +step=41000 micro_steps=41000 elapsed=33.5s lr=3.000000e-04 loss=2.8943 loss_recon=2.8943 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5764 corrupt_frac=1.0000 acc_corrupt=0.5764 loss_corrupt=2.8943 wrong_frac=0.5040 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.3760 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6516 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8308 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=339.7953 out_g_norm=0.0276 loss_all=2.5224 init_gold_top10=0.5495 init_gold_top100=0.5533 +step=41100 micro_steps=41100 elapsed=34.8s lr=3.000000e-04 loss=2.8431 loss_recon=2.8431 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5832 corrupt_frac=1.0000 acc_corrupt=0.5832 loss_corrupt=2.8431 wrong_frac=0.4989 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3719 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6485 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8275 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=340.0979 out_g_norm=0.0276 loss_all=2.4306 init_gold_top10=0.5552 init_gold_top100=0.5603 +step=41200 micro_steps=41200 elapsed=33.4s lr=3.000000e-04 loss=2.8221 loss_recon=2.8221 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8221 wrong_frac=0.4962 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.0975 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3662 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6538 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8313 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=340.4051 out_g_norm=0.0275 loss_all=2.4057 init_gold_top10=0.5334 init_gold_top100=0.5363 +step=41300 micro_steps=41300 elapsed=33.4s lr=3.000000e-04 loss=2.9461 loss_recon=2.9461 loss_meanflow=0.0000 mean_model_t=0.4893 mean_corrupt_t=0.4893 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5691 corrupt_frac=1.0000 acc_corrupt=0.5691 loss_corrupt=2.9461 wrong_frac=0.5105 init_acc_corrupt=0.4541 acc_corrupt_t_0p0_0p2=0.0963 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3692 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6512 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8274 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.1816 out_w_norm=340.7106 out_g_norm=0.0274 loss_all=3.3353 init_gold_top10=0.4374 init_gold_top100=0.4431 +step=41400 micro_steps=41400 elapsed=33.5s lr=3.000000e-04 loss=2.7796 loss_recon=2.7796 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7796 wrong_frac=0.4935 init_acc_corrupt=0.4726 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6583 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8339 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=341.0203 out_g_norm=0.0283 loss_all=2.5063 init_gold_top10=0.5491 init_gold_top100=0.5541 +step=41500 micro_steps=41500 elapsed=33.4s lr=3.000000e-04 loss=2.8039 loss_recon=2.8039 loss_meanflow=0.0000 mean_model_t=0.5065 mean_corrupt_t=0.5065 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.8039 wrong_frac=0.4934 init_acc_corrupt=0.4729 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3762 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6568 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8281 corrupt_frac_t_0p6_0p8=0.2159 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=341.3293 out_g_norm=0.0275 loss_all=2.7303 init_gold_top10=0.5083 init_gold_top100=0.5146 +step=41600 micro_steps=41600 elapsed=33.4s lr=3.000000e-04 loss=2.8135 loss_recon=2.8135 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5872 corrupt_frac=1.0000 acc_corrupt=0.5872 loss_corrupt=2.8135 wrong_frac=0.4948 init_acc_corrupt=0.4715 acc_corrupt_t_0p0_0p2=0.0992 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3780 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6569 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8300 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=341.6344 out_g_norm=0.0277 loss_all=3.8502 init_gold_top10=0.3907 init_gold_top100=0.4012 +step=41700 micro_steps=41700 elapsed=33.3s lr=3.000000e-04 loss=2.9429 loss_recon=2.9429 loss_meanflow=0.0000 mean_model_t=0.4898 mean_corrupt_t=0.4898 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5710 corrupt_frac=1.0000 acc_corrupt=0.5710 loss_corrupt=2.9429 wrong_frac=0.5103 init_acc_corrupt=0.4534 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2055 acc_corrupt_t_0p2_0p4=0.3740 corrupt_frac_t_0p2_0p4=0.2147 acc_corrupt_t_0p4_0p6=0.6452 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8305 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.1888 out_w_norm=341.9439 out_g_norm=0.0274 loss_all=3.3060 init_gold_top10=0.4605 init_gold_top100=0.4683 +step=41800 micro_steps=41800 elapsed=33.5s lr=3.000000e-04 loss=2.8593 loss_recon=2.8593 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5820 corrupt_frac=1.0000 acc_corrupt=0.5820 loss_corrupt=2.8593 wrong_frac=0.4986 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3760 corrupt_frac_t_0p2_0p4=0.2052 acc_corrupt_t_0p4_0p6=0.6567 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8355 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=342.2481 out_g_norm=0.0269 loss_all=2.9974 init_gold_top10=0.4561 init_gold_top100=0.4623 +step=41900 micro_steps=41900 elapsed=33.4s lr=3.000000e-04 loss=2.9194 loss_recon=2.9194 loss_meanflow=0.0000 mean_model_t=0.4921 mean_corrupt_t=0.4921 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5727 corrupt_frac=1.0000 acc_corrupt=0.5727 loss_corrupt=2.9194 wrong_frac=0.5082 init_acc_corrupt=0.4566 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.3720 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6507 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8289 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=342.5508 out_g_norm=0.0276 loss_all=2.6282 init_gold_top10=0.4995 init_gold_top100=0.5055 +step=42000 micro_steps=42000 elapsed=33.5s lr=3.000000e-04 loss=2.8367 loss_recon=2.8367 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5845 corrupt_frac=1.0000 acc_corrupt=0.5845 loss_corrupt=2.8367 wrong_frac=0.4982 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.0969 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3685 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6506 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8319 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=342.8536 out_g_norm=0.0274 loss_all=2.6519 init_gold_top10=0.5210 init_gold_top100=0.5244 +step=42100 micro_steps=42100 elapsed=34.8s lr=3.000000e-04 loss=2.8279 loss_recon=2.8279 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5846 corrupt_frac=1.0000 acc_corrupt=0.5846 loss_corrupt=2.8279 wrong_frac=0.4977 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3768 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6556 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8305 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=343.1585 out_g_norm=0.0274 loss_all=2.7760 init_gold_top10=0.4768 init_gold_top100=0.4802 +step=42200 micro_steps=42200 elapsed=33.2s lr=3.000000e-04 loss=2.8450 loss_recon=2.8450 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5835 corrupt_frac=1.0000 acc_corrupt=0.5835 loss_corrupt=2.8450 wrong_frac=0.4956 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3638 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6496 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8316 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=343.4597 out_g_norm=0.0273 loss_all=3.2265 init_gold_top10=0.4510 init_gold_top100=0.4577 +step=42300 micro_steps=42300 elapsed=33.2s lr=3.000000e-04 loss=2.8592 loss_recon=2.8592 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5796 corrupt_frac=1.0000 acc_corrupt=0.5796 loss_corrupt=2.8592 wrong_frac=0.5044 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3744 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6533 corrupt_frac_t_0p4_0p6=0.2131 acc_corrupt_t_0p6_0p8=0.8299 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=343.7612 out_g_norm=0.0271 loss_all=3.3423 init_gold_top10=0.4011 init_gold_top100=0.4070 +step=42400 micro_steps=42400 elapsed=33.2s lr=3.000000e-04 loss=2.8156 loss_recon=2.8156 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.8156 wrong_frac=0.4954 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3692 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6539 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8290 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=344.0756 out_g_norm=0.0275 loss_all=2.7143 init_gold_top10=0.5101 init_gold_top100=0.5174 +step=42500 micro_steps=42500 elapsed=33.4s lr=3.000000e-04 loss=2.8032 loss_recon=2.8032 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.8032 wrong_frac=0.4955 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3761 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6569 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8337 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=344.3875 out_g_norm=0.0278 loss_all=3.0192 init_gold_top10=0.4702 init_gold_top100=0.4756 +step=42600 micro_steps=42600 elapsed=33.3s lr=3.000000e-04 loss=2.7717 loss_recon=2.7717 loss_meanflow=0.0000 mean_model_t=0.5097 mean_corrupt_t=0.5097 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5919 corrupt_frac=1.0000 acc_corrupt=0.5919 loss_corrupt=2.7717 wrong_frac=0.4901 init_acc_corrupt=0.4763 acc_corrupt_t_0p0_0p2=0.0987 corrupt_frac_t_0p0_0p2=0.1869 acc_corrupt_t_0p2_0p4=0.3725 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6514 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8309 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2116 out_w_norm=344.6952 out_g_norm=0.0281 loss_all=2.5092 init_gold_top10=0.5265 init_gold_top100=0.5312 +step=42700 micro_steps=42700 elapsed=33.1s lr=3.000000e-04 loss=2.8918 loss_recon=2.8918 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5766 corrupt_frac=1.0000 acc_corrupt=0.5766 loss_corrupt=2.8918 wrong_frac=0.5054 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3666 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6525 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8347 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=345.0024 out_g_norm=0.0274 loss_all=2.8082 init_gold_top10=0.5026 init_gold_top100=0.5073 +step=42800 micro_steps=42800 elapsed=33.2s lr=3.000000e-04 loss=2.8207 loss_recon=2.8207 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8207 wrong_frac=0.4950 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3768 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6540 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8311 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=345.3007 out_g_norm=0.0267 loss_all=2.4469 init_gold_top10=0.5060 init_gold_top100=0.5113 +step=42900 micro_steps=42900 elapsed=33.1s lr=3.000000e-04 loss=2.8197 loss_recon=2.8197 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8197 wrong_frac=0.4966 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3817 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6493 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8298 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=345.6034 out_g_norm=0.0271 loss_all=2.5293 init_gold_top10=0.5058 init_gold_top100=0.5102 +step=43000 micro_steps=43000 elapsed=33.2s lr=3.000000e-04 loss=2.9522 loss_recon=2.9522 loss_meanflow=0.0000 mean_model_t=0.4886 mean_corrupt_t=0.4886 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5684 corrupt_frac=1.0000 acc_corrupt=0.5684 loss_corrupt=2.9522 wrong_frac=0.5113 init_acc_corrupt=0.4512 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.2102 acc_corrupt_t_0p2_0p4=0.3682 corrupt_frac_t_0p2_0p4=0.2147 acc_corrupt_t_0p4_0p6=0.6546 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8306 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=345.9104 out_g_norm=0.0275 loss_all=3.2428 init_gold_top10=0.4512 init_gold_top100=0.4603 +step=43100 micro_steps=43100 elapsed=34.6s lr=3.000000e-04 loss=2.8591 loss_recon=2.8591 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5810 corrupt_frac=1.0000 acc_corrupt=0.5810 loss_corrupt=2.8591 wrong_frac=0.4982 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3713 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6452 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8321 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=346.2155 out_g_norm=0.0279 loss_all=2.5978 init_gold_top10=0.4988 init_gold_top100=0.5028 +step=43200 micro_steps=43200 elapsed=33.1s lr=3.000000e-04 loss=2.8574 loss_recon=2.8574 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5817 corrupt_frac=1.0000 acc_corrupt=0.5817 loss_corrupt=2.8574 wrong_frac=0.4980 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3780 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6480 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8316 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=346.5196 out_g_norm=0.0271 loss_all=2.5548 init_gold_top10=0.5369 init_gold_top100=0.5401 +step=43300 micro_steps=43300 elapsed=33.1s lr=3.000000e-04 loss=2.7892 loss_recon=2.7892 loss_meanflow=0.0000 mean_model_t=0.5079 mean_corrupt_t=0.5079 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5901 corrupt_frac=1.0000 acc_corrupt=0.5901 loss_corrupt=2.7892 wrong_frac=0.4923 init_acc_corrupt=0.4754 acc_corrupt_t_0p0_0p2=0.0961 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3802 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6541 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8333 corrupt_frac_t_0p6_0p8=0.1998 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2090 out_w_norm=346.8240 out_g_norm=0.0279 loss_all=2.5128 init_gold_top10=0.5306 init_gold_top100=0.5354 +step=43400 micro_steps=43400 elapsed=33.3s lr=3.000000e-04 loss=2.8776 loss_recon=2.8776 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5795 corrupt_frac=1.0000 acc_corrupt=0.5795 loss_corrupt=2.8776 wrong_frac=0.5023 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3750 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6461 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=347.1325 out_g_norm=0.0280 loss_all=2.8240 init_gold_top10=0.5125 init_gold_top100=0.5179 +step=43500 micro_steps=43500 elapsed=33.2s lr=3.000000e-04 loss=2.8764 loss_recon=2.8764 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5799 corrupt_frac=1.0000 acc_corrupt=0.5799 loss_corrupt=2.8764 wrong_frac=0.5020 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3771 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6598 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8313 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=347.4386 out_g_norm=0.0274 loss_all=3.2683 init_gold_top10=0.4298 init_gold_top100=0.4387 +step=43600 micro_steps=43600 elapsed=33.1s lr=3.000000e-04 loss=2.8365 loss_recon=2.8365 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5846 corrupt_frac=1.0000 acc_corrupt=0.5846 loss_corrupt=2.8365 wrong_frac=0.4983 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3776 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6573 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=347.7432 out_g_norm=0.0275 loss_all=2.8114 init_gold_top10=0.5091 init_gold_top100=0.5153 +step=43700 micro_steps=43700 elapsed=33.1s lr=3.000000e-04 loss=2.8643 loss_recon=2.8643 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5824 corrupt_frac=1.0000 acc_corrupt=0.5824 loss_corrupt=2.8643 wrong_frac=0.4984 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3729 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6539 corrupt_frac_t_0p4_0p6=0.1897 acc_corrupt_t_0p6_0p8=0.8321 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.2099 out_w_norm=348.0569 out_g_norm=0.0260 loss_all=2.8844 init_gold_top10=0.4935 init_gold_top100=0.5008 +step=43800 micro_steps=43800 elapsed=33.2s lr=3.000000e-04 loss=2.8397 loss_recon=2.8397 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5834 corrupt_frac=1.0000 acc_corrupt=0.5834 loss_corrupt=2.8397 wrong_frac=0.4985 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.0965 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3743 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6538 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8318 corrupt_frac_t_0p6_0p8=0.1992 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=348.3491 out_g_norm=0.0267 loss_all=2.9291 init_gold_top10=0.4657 init_gold_top100=0.4721 +step=43900 micro_steps=43900 elapsed=33.1s lr=3.000000e-04 loss=2.8163 loss_recon=2.8163 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5863 corrupt_frac=1.0000 acc_corrupt=0.5863 loss_corrupt=2.8163 wrong_frac=0.4982 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3728 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6536 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8332 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1961 out_w_norm=348.6506 out_g_norm=0.0271 loss_all=2.5774 init_gold_top10=0.5302 init_gold_top100=0.5359 +step=44000 micro_steps=44000 elapsed=33.2s lr=3.000000e-04 loss=2.8157 loss_recon=2.8157 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8157 wrong_frac=0.4971 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6560 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8302 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=348.9523 out_g_norm=0.0275 loss_all=3.2033 init_gold_top10=0.4489 init_gold_top100=0.4553 +step=44100 micro_steps=44100 elapsed=34.8s lr=3.000000e-04 loss=2.7551 loss_recon=2.7551 loss_meanflow=0.0000 mean_model_t=0.5099 mean_corrupt_t=0.5099 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5938 corrupt_frac=1.0000 acc_corrupt=0.5938 loss_corrupt=2.7551 wrong_frac=0.4901 init_acc_corrupt=0.4770 acc_corrupt_t_0p0_0p2=0.0969 corrupt_frac_t_0p0_0p2=0.1844 acc_corrupt_t_0p2_0p4=0.3750 corrupt_frac_t_0p2_0p4=0.1995 acc_corrupt_t_0p4_0p6=0.6528 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8297 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=349.2628 out_g_norm=0.0265 loss_all=2.9117 init_gold_top10=0.4841 init_gold_top100=0.4880 +step=44200 micro_steps=44200 elapsed=33.3s lr=3.000000e-04 loss=2.9032 loss_recon=2.9032 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5737 corrupt_frac=1.0000 acc_corrupt=0.5737 loss_corrupt=2.9032 wrong_frac=0.5081 init_acc_corrupt=0.4575 acc_corrupt_t_0p0_0p2=0.0954 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3783 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6455 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8267 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=349.5731 out_g_norm=0.0273 loss_all=2.2612 init_gold_top10=0.5579 init_gold_top100=0.5606 +step=44300 micro_steps=44300 elapsed=33.2s lr=3.000000e-04 loss=2.8138 loss_recon=2.8138 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5856 corrupt_frac=1.0000 acc_corrupt=0.5856 loss_corrupt=2.8138 wrong_frac=0.4987 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3664 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6522 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8285 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9513 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=349.8714 out_g_norm=0.0266 loss_all=3.0705 init_gold_top10=0.4734 init_gold_top100=0.4813 +step=44400 micro_steps=44400 elapsed=33.3s lr=3.000000e-04 loss=2.8276 loss_recon=2.8276 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5854 corrupt_frac=1.0000 acc_corrupt=0.5854 loss_corrupt=2.8276 wrong_frac=0.4946 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3743 corrupt_frac_t_0p2_0p4=0.2125 acc_corrupt_t_0p4_0p6=0.6529 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8305 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2128 out_w_norm=350.1657 out_g_norm=0.0268 loss_all=3.0917 init_gold_top10=0.4904 init_gold_top100=0.4973 +step=44500 micro_steps=44500 elapsed=33.3s lr=3.000000e-04 loss=2.8911 loss_recon=2.8911 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5762 corrupt_frac=1.0000 acc_corrupt=0.5762 loss_corrupt=2.8911 wrong_frac=0.5064 init_acc_corrupt=0.4575 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2131 acc_corrupt_t_0p2_0p4=0.3764 corrupt_frac_t_0p2_0p4=0.1992 acc_corrupt_t_0p4_0p6=0.6578 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8285 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=350.4668 out_g_norm=0.0269 loss_all=2.5572 init_gold_top10=0.5198 init_gold_top100=0.5234 +step=44600 micro_steps=44600 elapsed=33.4s lr=3.000000e-04 loss=2.8562 loss_recon=2.8562 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5827 corrupt_frac=1.0000 acc_corrupt=0.5827 loss_corrupt=2.8562 wrong_frac=0.4989 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3691 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6457 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8340 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=350.7697 out_g_norm=0.0272 loss_all=2.3657 init_gold_top10=0.5626 init_gold_top100=0.5670 +step=44700 micro_steps=44700 elapsed=33.4s lr=3.000000e-04 loss=2.7697 loss_recon=2.7697 loss_meanflow=0.0000 mean_model_t=0.5084 mean_corrupt_t=0.5084 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5931 corrupt_frac=1.0000 acc_corrupt=0.5931 loss_corrupt=2.7697 wrong_frac=0.4912 init_acc_corrupt=0.4754 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1850 acc_corrupt_t_0p2_0p4=0.3699 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6534 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8323 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=351.0714 out_g_norm=0.0265 loss_all=3.1791 init_gold_top10=0.4704 init_gold_top100=0.4785 +step=44800 micro_steps=44800 elapsed=33.3s lr=3.000000e-04 loss=2.8102 loss_recon=2.8102 loss_meanflow=0.0000 mean_model_t=0.5058 mean_corrupt_t=0.5058 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5883 corrupt_frac=1.0000 acc_corrupt=0.5883 loss_corrupt=2.8102 wrong_frac=0.4943 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.2020 acc_corrupt_t_0p2_0p4=0.3742 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6571 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=351.3791 out_g_norm=0.0285 loss_all=3.4844 init_gold_top10=0.4371 init_gold_top100=0.4453 +step=44900 micro_steps=44900 elapsed=33.3s lr=3.000000e-04 loss=2.8309 loss_recon=2.8309 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5843 corrupt_frac=1.0000 acc_corrupt=0.5843 loss_corrupt=2.8309 wrong_frac=0.4977 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3688 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6530 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8349 corrupt_frac_t_0p6_0p8=0.2122 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=351.6772 out_g_norm=0.0265 loss_all=2.9529 init_gold_top10=0.4995 init_gold_top100=0.5045 +step=45000 micro_steps=45000 elapsed=33.2s lr=3.000000e-04 loss=2.8885 loss_recon=2.8885 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5783 corrupt_frac=1.0000 acc_corrupt=0.5783 loss_corrupt=2.8885 wrong_frac=0.5021 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3712 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6539 corrupt_frac_t_0p4_0p6=0.1862 acc_corrupt_t_0p6_0p8=0.8298 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=351.9859 out_g_norm=0.0265 loss_all=2.0400 init_gold_top10=0.6053 init_gold_top100=0.6083 +step=45100 micro_steps=45100 elapsed=34.6s lr=3.000000e-04 loss=2.7850 loss_recon=2.7850 loss_meanflow=0.0000 mean_model_t=0.5062 mean_corrupt_t=0.5062 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5893 corrupt_frac=1.0000 acc_corrupt=0.5893 loss_corrupt=2.7850 wrong_frac=0.4939 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1847 acc_corrupt_t_0p2_0p4=0.3731 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6541 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8323 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=352.2858 out_g_norm=0.0271 loss_all=2.9920 init_gold_top10=0.4791 init_gold_top100=0.4831 +step=45200 micro_steps=45200 elapsed=33.3s lr=3.000000e-04 loss=2.8312 loss_recon=2.8312 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5843 corrupt_frac=1.0000 acc_corrupt=0.5843 loss_corrupt=2.8312 wrong_frac=0.4999 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3665 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6575 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8304 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=352.5884 out_g_norm=0.0265 loss_all=2.7088 init_gold_top10=0.5126 init_gold_top100=0.5181 +step=45300 micro_steps=45300 elapsed=33.2s lr=3.000000e-04 loss=2.7725 loss_recon=2.7725 loss_meanflow=0.0000 mean_model_t=0.5086 mean_corrupt_t=0.5086 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5923 corrupt_frac=1.0000 acc_corrupt=0.5923 loss_corrupt=2.7725 wrong_frac=0.4913 init_acc_corrupt=0.4752 acc_corrupt_t_0p0_0p2=0.0991 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3783 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6531 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=352.8855 out_g_norm=0.0261 loss_all=3.5242 init_gold_top10=0.4080 init_gold_top100=0.4150 +step=45400 micro_steps=45400 elapsed=33.4s lr=3.000000e-04 loss=2.8279 loss_recon=2.8279 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5850 corrupt_frac=1.0000 acc_corrupt=0.5850 loss_corrupt=2.8279 wrong_frac=0.4979 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.0982 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3713 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6516 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8312 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1992 out_w_norm=353.1902 out_g_norm=0.0268 loss_all=2.4136 init_gold_top10=0.5276 init_gold_top100=0.5319 +step=45500 micro_steps=45500 elapsed=33.3s lr=3.000000e-04 loss=2.8799 loss_recon=2.8799 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5772 corrupt_frac=1.0000 acc_corrupt=0.5772 loss_corrupt=2.8799 wrong_frac=0.5053 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.0978 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3777 corrupt_frac_t_0p2_0p4=0.2125 acc_corrupt_t_0p4_0p6=0.6538 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8317 corrupt_frac_t_0p6_0p8=0.1818 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=353.4940 out_g_norm=0.0265 loss_all=2.7525 init_gold_top10=0.4847 init_gold_top100=0.4883 +step=45600 micro_steps=45600 elapsed=33.5s lr=3.000000e-04 loss=2.8974 loss_recon=2.8974 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5762 corrupt_frac=1.0000 acc_corrupt=0.5762 loss_corrupt=2.8974 wrong_frac=0.5040 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.0958 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3673 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6480 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8306 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=353.7938 out_g_norm=0.0256 loss_all=3.0841 init_gold_top10=0.4491 init_gold_top100=0.4570 +step=45700 micro_steps=45700 elapsed=33.3s lr=3.000000e-04 loss=2.8766 loss_recon=2.8766 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5772 corrupt_frac=1.0000 acc_corrupt=0.5772 loss_corrupt=2.8766 wrong_frac=0.5067 init_acc_corrupt=0.4582 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2058 acc_corrupt_t_0p2_0p4=0.3737 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6555 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8311 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=354.0938 out_g_norm=0.0260 loss_all=2.4739 init_gold_top10=0.5297 init_gold_top100=0.5325 +step=45800 micro_steps=45800 elapsed=33.4s lr=3.000000e-04 loss=2.8055 loss_recon=2.8055 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.8055 wrong_frac=0.4971 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3722 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6537 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8309 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=354.3902 out_g_norm=0.0257 loss_all=2.8983 init_gold_top10=0.5118 init_gold_top100=0.5175 +step=45900 micro_steps=45900 elapsed=33.5s lr=3.000000e-04 loss=2.8097 loss_recon=2.8097 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.8097 wrong_frac=0.4948 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3664 corrupt_frac_t_0p2_0p4=0.1878 acc_corrupt_t_0p4_0p6=0.6510 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8349 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=354.6786 out_g_norm=0.0261 loss_all=3.3525 init_gold_top10=0.4339 init_gold_top100=0.4406 +step=46000 micro_steps=46000 elapsed=33.4s lr=3.000000e-04 loss=2.8516 loss_recon=2.8516 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5823 corrupt_frac=1.0000 acc_corrupt=0.5823 loss_corrupt=2.8516 wrong_frac=0.4982 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3727 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.6481 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=354.9760 out_g_norm=0.0260 loss_all=2.5473 init_gold_top10=0.5263 init_gold_top100=0.5319 +step=46100 micro_steps=46100 elapsed=34.7s lr=3.000000e-04 loss=2.8494 loss_recon=2.8494 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5826 corrupt_frac=1.0000 acc_corrupt=0.5826 loss_corrupt=2.8494 wrong_frac=0.4998 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.0957 corrupt_frac_t_0p0_0p2=0.2036 acc_corrupt_t_0p2_0p4=0.3762 corrupt_frac_t_0p2_0p4=0.2027 acc_corrupt_t_0p4_0p6=0.6587 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8336 corrupt_frac_t_0p6_0p8=0.1932 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=355.2699 out_g_norm=0.0261 loss_all=2.5225 init_gold_top10=0.5338 init_gold_top100=0.5393 +step=46200 micro_steps=46200 elapsed=33.3s lr=3.000000e-04 loss=2.8290 loss_recon=2.8290 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5857 corrupt_frac=1.0000 acc_corrupt=0.5857 loss_corrupt=2.8290 wrong_frac=0.4955 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3728 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6513 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8314 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.2109 out_w_norm=355.5676 out_g_norm=0.0260 loss_all=2.7840 init_gold_top10=0.4782 init_gold_top100=0.4841 +step=46300 micro_steps=46300 elapsed=33.3s lr=3.000000e-04 loss=2.8321 loss_recon=2.8321 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5844 corrupt_frac=1.0000 acc_corrupt=0.5844 loss_corrupt=2.8321 wrong_frac=0.4976 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.0969 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3756 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6505 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8295 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=355.8573 out_g_norm=0.0255 loss_all=2.9340 init_gold_top10=0.4698 init_gold_top100=0.4758 +step=46400 micro_steps=46400 elapsed=33.3s lr=3.000000e-04 loss=2.7992 loss_recon=2.7992 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.7992 wrong_frac=0.4948 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3770 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6524 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8336 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=356.1424 out_g_norm=0.0257 loss_all=2.4599 init_gold_top10=0.5205 init_gold_top100=0.5256 +step=46500 micro_steps=46500 elapsed=33.3s lr=3.000000e-04 loss=2.7486 loss_recon=2.7486 loss_meanflow=0.0000 mean_model_t=0.5124 mean_corrupt_t=0.5124 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7486 wrong_frac=0.4876 init_acc_corrupt=0.4798 acc_corrupt_t_0p0_0p2=0.0980 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3762 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6554 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8287 corrupt_frac_t_0p6_0p8=0.1888 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2228 out_w_norm=356.4375 out_g_norm=0.0261 loss_all=2.6510 init_gold_top10=0.5269 init_gold_top100=0.5325 +step=46600 micro_steps=46600 elapsed=33.3s lr=3.000000e-04 loss=2.7880 loss_recon=2.7880 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7880 wrong_frac=0.4977 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.1113 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6608 corrupt_frac_t_0p4_0p6=0.1977 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=356.7430 out_g_norm=0.0277 loss_all=2.8407 init_gold_top10=0.4720 init_gold_top100=0.4773 +step=46700 micro_steps=46700 elapsed=33.3s lr=3.000000e-04 loss=2.7661 loss_recon=2.7661 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5914 corrupt_frac=1.0000 acc_corrupt=0.5914 loss_corrupt=2.7661 wrong_frac=0.4942 init_acc_corrupt=0.4728 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.1862 acc_corrupt_t_0p2_0p4=0.3795 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6536 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8324 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.2042 out_w_norm=357.0443 out_g_norm=0.0257 loss_all=2.9980 init_gold_top10=0.4693 init_gold_top100=0.4756 +step=46800 micro_steps=46800 elapsed=33.3s lr=3.000000e-04 loss=2.8597 loss_recon=2.8597 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5807 corrupt_frac=1.0000 acc_corrupt=0.5807 loss_corrupt=2.8597 wrong_frac=0.5011 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3771 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6492 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8316 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=357.3400 out_g_norm=0.0256 loss_all=3.6591 init_gold_top10=0.3869 init_gold_top100=0.3968 +step=46900 micro_steps=46900 elapsed=33.5s lr=3.000000e-04 loss=2.8236 loss_recon=2.8236 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5857 corrupt_frac=1.0000 acc_corrupt=0.5857 loss_corrupt=2.8236 wrong_frac=0.4962 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3737 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6558 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=357.6387 out_g_norm=0.0262 loss_all=3.0004 init_gold_top10=0.4710 init_gold_top100=0.4771 +step=47000 micro_steps=47000 elapsed=33.3s lr=3.000000e-04 loss=2.7904 loss_recon=2.7904 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.7904 wrong_frac=0.4949 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6564 corrupt_frac_t_0p4_0p6=0.1847 acc_corrupt_t_0p6_0p8=0.8335 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.2134 out_w_norm=357.9292 out_g_norm=0.0251 loss_all=2.4857 init_gold_top10=0.5548 init_gold_top100=0.5616 +step=47100 micro_steps=47100 elapsed=34.6s lr=3.000000e-04 loss=2.7402 loss_recon=2.7402 loss_meanflow=0.0000 mean_model_t=0.5107 mean_corrupt_t=0.5107 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5952 corrupt_frac=1.0000 acc_corrupt=0.5952 loss_corrupt=2.7402 wrong_frac=0.4894 init_acc_corrupt=0.4777 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3788 corrupt_frac_t_0p2_0p4=0.1878 acc_corrupt_t_0p4_0p6=0.6498 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8307 corrupt_frac_t_0p6_0p8=0.2125 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=358.2143 out_g_norm=0.0258 loss_all=2.0879 init_gold_top10=0.5891 init_gold_top100=0.5920 +step=47200 micro_steps=47200 elapsed=33.2s lr=3.000000e-04 loss=2.7536 loss_recon=2.7536 loss_meanflow=0.0000 mean_model_t=0.5096 mean_corrupt_t=0.5096 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5939 corrupt_frac=1.0000 acc_corrupt=0.5939 loss_corrupt=2.7536 wrong_frac=0.4903 init_acc_corrupt=0.4765 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3769 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6543 corrupt_frac_t_0p4_0p6=0.2061 acc_corrupt_t_0p6_0p8=0.8358 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=358.5186 out_g_norm=0.0261 loss_all=3.2996 init_gold_top10=0.4198 init_gold_top100=0.4274 +step=47300 micro_steps=47300 elapsed=33.2s lr=3.000000e-04 loss=2.8377 loss_recon=2.8377 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5818 corrupt_frac=1.0000 acc_corrupt=0.5818 loss_corrupt=2.8377 wrong_frac=0.4998 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3700 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6512 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8323 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=358.8136 out_g_norm=0.0268 loss_all=3.0387 init_gold_top10=0.4774 init_gold_top100=0.4835 +step=47400 micro_steps=47400 elapsed=33.2s lr=3.000000e-04 loss=2.8287 loss_recon=2.8287 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5841 corrupt_frac=1.0000 acc_corrupt=0.5841 loss_corrupt=2.8287 wrong_frac=0.5005 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6569 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8316 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=359.1077 out_g_norm=0.0262 loss_all=3.1275 init_gold_top10=0.4616 init_gold_top100=0.4681 +step=47500 micro_steps=47500 elapsed=33.3s lr=3.000000e-04 loss=2.8296 loss_recon=2.8296 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5850 corrupt_frac=1.0000 acc_corrupt=0.5850 loss_corrupt=2.8296 wrong_frac=0.4969 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3719 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6560 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8334 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.2033 out_w_norm=359.4083 out_g_norm=0.0263 loss_all=3.1861 init_gold_top10=0.4882 init_gold_top100=0.4945 +step=47600 micro_steps=47600 elapsed=33.2s lr=3.000000e-04 loss=2.8028 loss_recon=2.8028 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5870 corrupt_frac=1.0000 acc_corrupt=0.5870 loss_corrupt=2.8028 wrong_frac=0.4976 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.0996 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3810 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6543 corrupt_frac_t_0p4_0p6=0.1957 acc_corrupt_t_0p6_0p8=0.8327 corrupt_frac_t_0p6_0p8=0.2194 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=359.7047 out_g_norm=0.0253 loss_all=2.4718 init_gold_top10=0.5576 init_gold_top100=0.5623 +step=47700 micro_steps=47700 elapsed=33.3s lr=3.000000e-04 loss=2.8755 loss_recon=2.8755 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5785 corrupt_frac=1.0000 acc_corrupt=0.5785 loss_corrupt=2.8755 wrong_frac=0.5032 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.0974 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3732 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6519 corrupt_frac_t_0p4_0p6=0.1891 acc_corrupt_t_0p6_0p8=0.8329 corrupt_frac_t_0p6_0p8=0.2090 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=359.9982 out_g_norm=0.0256 loss_all=2.5906 init_gold_top10=0.5145 init_gold_top100=0.5195 +step=47800 micro_steps=47800 elapsed=33.3s lr=3.000000e-04 loss=2.8656 loss_recon=2.8656 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5806 corrupt_frac=1.0000 acc_corrupt=0.5806 loss_corrupt=2.8656 wrong_frac=0.5021 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6537 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8307 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=360.2965 out_g_norm=0.0252 loss_all=2.9751 init_gold_top10=0.4936 init_gold_top100=0.4984 +step=47900 micro_steps=47900 elapsed=33.2s lr=3.000000e-04 loss=2.8550 loss_recon=2.8550 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5835 corrupt_frac=1.0000 acc_corrupt=0.5835 loss_corrupt=2.8550 wrong_frac=0.4985 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3769 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6556 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8357 corrupt_frac_t_0p6_0p8=0.1907 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2137 out_w_norm=360.5883 out_g_norm=0.0257 loss_all=3.1650 init_gold_top10=0.4542 init_gold_top100=0.4622 +step=48000 micro_steps=48000 elapsed=33.2s lr=3.000000e-04 loss=2.8721 loss_recon=2.8721 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5790 corrupt_frac=1.0000 acc_corrupt=0.5790 loss_corrupt=2.8721 wrong_frac=0.5017 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.0984 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3750 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6476 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8293 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=360.8794 out_g_norm=0.0254 loss_all=2.5855 init_gold_top10=0.5486 init_gold_top100=0.5541 +step=48100 micro_steps=48100 elapsed=34.8s lr=3.000000e-04 loss=2.8389 loss_recon=2.8389 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8389 wrong_frac=0.5012 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3747 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6550 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=361.1685 out_g_norm=0.0256 loss_all=2.6635 init_gold_top10=0.5248 init_gold_top100=0.5313 +step=48200 micro_steps=48200 elapsed=33.2s lr=3.000000e-04 loss=2.8787 loss_recon=2.8787 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5778 corrupt_frac=1.0000 acc_corrupt=0.5778 loss_corrupt=2.8787 wrong_frac=0.5043 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.0950 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3708 corrupt_frac_t_0p2_0p4=0.2119 acc_corrupt_t_0p4_0p6=0.6515 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8332 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=361.4534 out_g_norm=0.0253 loss_all=2.3243 init_gold_top10=0.5166 init_gold_top100=0.5208 +step=48300 micro_steps=48300 elapsed=33.3s lr=3.000000e-04 loss=2.8202 loss_recon=2.8202 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.8202 wrong_frac=0.4960 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3756 corrupt_frac_t_0p2_0p4=0.2128 acc_corrupt_t_0p4_0p6=0.6558 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8323 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=361.7503 out_g_norm=0.0257 loss_all=2.8603 init_gold_top10=0.4840 init_gold_top100=0.4889 +step=48400 micro_steps=48400 elapsed=33.2s lr=3.000000e-04 loss=2.8105 loss_recon=2.8105 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.8105 wrong_frac=0.5003 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3760 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6586 corrupt_frac_t_0p4_0p6=0.2209 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=362.0422 out_g_norm=0.0259 loss_all=3.8577 init_gold_top10=0.3709 init_gold_top100=0.3805 +step=48500 micro_steps=48500 elapsed=33.3s lr=3.000000e-04 loss=2.8040 loss_recon=2.8040 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5889 corrupt_frac=1.0000 acc_corrupt=0.5889 loss_corrupt=2.8040 wrong_frac=0.4967 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3791 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6583 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.2064 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=362.3372 out_g_norm=0.0256 loss_all=2.6149 init_gold_top10=0.5323 init_gold_top100=0.5380 +step=48600 micro_steps=48600 elapsed=33.1s lr=3.000000e-04 loss=2.8741 loss_recon=2.8741 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5779 corrupt_frac=1.0000 acc_corrupt=0.5779 loss_corrupt=2.8741 wrong_frac=0.5046 init_acc_corrupt=0.4602 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2045 acc_corrupt_t_0p2_0p4=0.3705 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6558 corrupt_frac_t_0p4_0p6=0.2068 acc_corrupt_t_0p6_0p8=0.8285 corrupt_frac_t_0p6_0p8=0.2039 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=362.6302 out_g_norm=0.0256 loss_all=3.1590 init_gold_top10=0.4630 init_gold_top100=0.4688 +step=48700 micro_steps=48700 elapsed=33.2s lr=3.000000e-04 loss=2.8456 loss_recon=2.8456 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5831 corrupt_frac=1.0000 acc_corrupt=0.5831 loss_corrupt=2.8456 wrong_frac=0.4988 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3728 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6531 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8317 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=362.9281 out_g_norm=0.0254 loss_all=2.9706 init_gold_top10=0.4907 init_gold_top100=0.4959 +step=48800 micro_steps=48800 elapsed=33.2s lr=3.000000e-04 loss=2.7682 loss_recon=2.7682 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5913 corrupt_frac=1.0000 acc_corrupt=0.5913 loss_corrupt=2.7682 wrong_frac=0.4974 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6594 corrupt_frac_t_0p4_0p6=0.2162 acc_corrupt_t_0p6_0p8=0.8324 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=363.2246 out_g_norm=0.0278 loss_all=2.1363 init_gold_top10=0.5725 init_gold_top100=0.5760 +step=48900 micro_steps=48900 elapsed=33.2s lr=3.000000e-04 loss=2.9155 loss_recon=2.9155 loss_meanflow=0.0000 mean_model_t=0.4888 mean_corrupt_t=0.4888 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5707 corrupt_frac=1.0000 acc_corrupt=0.5707 loss_corrupt=2.9155 wrong_frac=0.5111 init_acc_corrupt=0.4523 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3721 corrupt_frac_t_0p2_0p4=0.2141 acc_corrupt_t_0p4_0p6=0.6556 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8293 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1844 out_w_norm=363.5259 out_g_norm=0.0261 loss_all=2.7126 init_gold_top10=0.4932 init_gold_top100=0.4988 +step=49000 micro_steps=49000 elapsed=33.2s lr=3.000000e-04 loss=2.8806 loss_recon=2.8806 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5783 corrupt_frac=1.0000 acc_corrupt=0.5783 loss_corrupt=2.8806 wrong_frac=0.5032 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3753 corrupt_frac_t_0p2_0p4=0.2080 acc_corrupt_t_0p4_0p6=0.6504 corrupt_frac_t_0p4_0p6=0.1951 acc_corrupt_t_0p6_0p8=0.8339 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=363.8173 out_g_norm=0.0259 loss_all=2.1999 init_gold_top10=0.5604 init_gold_top100=0.5630 +step=49100 micro_steps=49100 elapsed=34.6s lr=3.000000e-04 loss=2.8302 loss_recon=2.8302 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5839 corrupt_frac=1.0000 acc_corrupt=0.5839 loss_corrupt=2.8302 wrong_frac=0.4993 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3762 corrupt_frac_t_0p2_0p4=0.2144 acc_corrupt_t_0p4_0p6=0.6513 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=364.1084 out_g_norm=0.0260 loss_all=2.1648 init_gold_top10=0.5594 init_gold_top100=0.5646 +step=49200 micro_steps=49200 elapsed=33.5s lr=3.000000e-04 loss=2.8815 loss_recon=2.8815 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5782 corrupt_frac=1.0000 acc_corrupt=0.5782 loss_corrupt=2.8815 wrong_frac=0.5042 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.2137 acc_corrupt_t_0p2_0p4=0.3721 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6572 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=364.3986 out_g_norm=0.0258 loss_all=3.3908 init_gold_top10=0.4522 init_gold_top100=0.4604 +step=49300 micro_steps=49300 elapsed=34.6s lr=3.000000e-04 loss=2.8935 loss_recon=2.8935 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5772 corrupt_frac=1.0000 acc_corrupt=0.5772 loss_corrupt=2.8935 wrong_frac=0.5041 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.0974 corrupt_frac_t_0p0_0p2=0.2141 acc_corrupt_t_0p2_0p4=0.3781 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.6530 corrupt_frac_t_0p4_0p6=0.1841 acc_corrupt_t_0p6_0p8=0.8286 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=364.6791 out_g_norm=0.0251 loss_all=2.5743 init_gold_top10=0.5098 init_gold_top100=0.5161 +step=49400 micro_steps=49400 elapsed=37.3s lr=3.000000e-04 loss=2.8461 loss_recon=2.8461 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5818 corrupt_frac=1.0000 acc_corrupt=0.5818 loss_corrupt=2.8461 wrong_frac=0.5010 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.1850 acc_corrupt_t_0p2_0p4=0.3638 corrupt_frac_t_0p2_0p4=0.2153 acc_corrupt_t_0p4_0p6=0.6505 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8315 corrupt_frac_t_0p6_0p8=0.1954 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=364.9704 out_g_norm=0.0255 loss_all=2.8161 init_gold_top10=0.4777 init_gold_top100=0.4816 +step=49500 micro_steps=49500 elapsed=33.9s lr=3.000000e-04 loss=2.7955 loss_recon=2.7955 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7955 wrong_frac=0.4944 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3802 corrupt_frac_t_0p2_0p4=0.1952 acc_corrupt_t_0p4_0p6=0.6576 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8337 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=365.2620 out_g_norm=0.0248 loss_all=2.4683 init_gold_top10=0.5500 init_gold_top100=0.5535 +step=49600 micro_steps=49600 elapsed=35.0s lr=3.000000e-04 loss=2.8300 loss_recon=2.8300 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5865 corrupt_frac=1.0000 acc_corrupt=0.5865 loss_corrupt=2.8300 wrong_frac=0.4962 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3760 corrupt_frac_t_0p2_0p4=0.1918 acc_corrupt_t_0p4_0p6=0.6524 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8318 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=365.5513 out_g_norm=0.0254 loss_all=2.7131 init_gold_top10=0.5113 init_gold_top100=0.5145 +step=49700 micro_steps=49700 elapsed=33.3s lr=3.000000e-04 loss=2.8292 loss_recon=2.8292 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8292 wrong_frac=0.5012 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3756 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6559 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.2141 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1866 out_w_norm=365.8408 out_g_norm=0.0250 loss_all=2.9171 init_gold_top10=0.4928 init_gold_top100=0.4989 +step=49800 micro_steps=49800 elapsed=33.3s lr=3.000000e-04 loss=2.8549 loss_recon=2.8549 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5804 corrupt_frac=1.0000 acc_corrupt=0.5804 loss_corrupt=2.8549 wrong_frac=0.5021 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.0976 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3732 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6546 corrupt_frac_t_0p4_0p6=0.1862 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=366.1378 out_g_norm=0.0248 loss_all=2.9633 init_gold_top10=0.4739 init_gold_top100=0.4814 +step=49900 micro_steps=49900 elapsed=33.1s lr=3.000000e-04 loss=2.8014 loss_recon=2.8014 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5882 corrupt_frac=1.0000 acc_corrupt=0.5882 loss_corrupt=2.8014 wrong_frac=0.4952 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.0984 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3732 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6511 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.2150 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=366.4247 out_g_norm=0.0254 loss_all=2.4883 init_gold_top10=0.5327 init_gold_top100=0.5364 +step=50000 micro_steps=50000 elapsed=33.2s lr=3.000000e-04 loss=2.9423 loss_recon=2.9423 loss_meanflow=0.0000 mean_model_t=0.4899 mean_corrupt_t=0.4899 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5706 corrupt_frac=1.0000 acc_corrupt=0.5706 loss_corrupt=2.9423 wrong_frac=0.5099 init_acc_corrupt=0.4549 acc_corrupt_t_0p0_0p2=0.0966 corrupt_frac_t_0p0_0p2=0.2137 acc_corrupt_t_0p2_0p4=0.3712 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6507 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8299 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=366.7181 out_g_norm=0.0250 loss_all=2.9199 init_gold_top10=0.4856 init_gold_top100=0.4919 +step=50100 micro_steps=50100 elapsed=41.3s lr=3.000000e-04 loss=2.8384 loss_recon=2.8384 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5825 corrupt_frac=1.0000 acc_corrupt=0.5825 loss_corrupt=2.8384 wrong_frac=0.5013 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.0984 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3740 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6541 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8323 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9525 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=367.0075 out_g_norm=0.0250 loss_all=3.2496 init_gold_top10=0.4490 init_gold_top100=0.4570 +step=50200 micro_steps=50200 elapsed=53.1s lr=3.000000e-04 loss=2.7986 loss_recon=2.7986 loss_meanflow=0.0000 mean_model_t=0.5073 mean_corrupt_t=0.5073 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5896 corrupt_frac=1.0000 acc_corrupt=0.5896 loss_corrupt=2.7986 wrong_frac=0.4929 init_acc_corrupt=0.4741 acc_corrupt_t_0p0_0p2=0.0961 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3637 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6506 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8336 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2134 out_w_norm=367.2907 out_g_norm=0.0257 loss_all=2.8691 init_gold_top10=0.4912 init_gold_top100=0.4975 +step=50300 micro_steps=50300 elapsed=53.3s lr=3.000000e-04 loss=2.8871 loss_recon=2.8871 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5760 corrupt_frac=1.0000 acc_corrupt=0.5760 loss_corrupt=2.8871 wrong_frac=0.5059 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3770 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6553 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8329 corrupt_frac_t_0p6_0p8=0.1862 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=367.5805 out_g_norm=0.0264 loss_all=3.0185 init_gold_top10=0.4770 init_gold_top100=0.4836 +step=50400 micro_steps=50400 elapsed=53.1s lr=3.000000e-04 loss=2.8761 loss_recon=2.8761 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5791 corrupt_frac=1.0000 acc_corrupt=0.5791 loss_corrupt=2.8761 wrong_frac=0.5018 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.0982 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3687 corrupt_frac_t_0p2_0p4=0.2103 acc_corrupt_t_0p4_0p6=0.6546 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8300 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=367.8706 out_g_norm=0.0252 loss_all=3.2746 init_gold_top10=0.4494 init_gold_top100=0.4565 +step=50500 micro_steps=50500 elapsed=53.1s lr=3.000000e-04 loss=2.8066 loss_recon=2.8066 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.8066 wrong_frac=0.4972 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3754 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6543 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8339 corrupt_frac_t_0p6_0p8=0.2122 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=368.1629 out_g_norm=0.0248 loss_all=1.9803 init_gold_top10=0.5755 init_gold_top100=0.5782 +step=50600 micro_steps=50600 elapsed=53.3s lr=3.000000e-04 loss=2.7439 loss_recon=2.7439 loss_meanflow=0.0000 mean_model_t=0.5096 mean_corrupt_t=0.5096 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7439 wrong_frac=0.4905 init_acc_corrupt=0.4765 acc_corrupt_t_0p0_0p2=0.0979 corrupt_frac_t_0p0_0p2=0.1850 acc_corrupt_t_0p2_0p4=0.3774 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6533 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8342 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=368.4473 out_g_norm=0.0252 loss_all=3.1242 init_gold_top10=0.4817 init_gold_top100=0.4898 +step=50700 micro_steps=50700 elapsed=53.2s lr=3.000000e-04 loss=2.8053 loss_recon=2.8053 loss_meanflow=0.0000 mean_model_t=0.5055 mean_corrupt_t=0.5055 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.8053 wrong_frac=0.4944 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3789 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6563 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8317 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=368.7274 out_g_norm=0.0240 loss_all=3.5242 init_gold_top10=0.4406 init_gold_top100=0.4476 +step=50800 micro_steps=50800 elapsed=54.3s lr=3.000000e-04 loss=2.9168 loss_recon=2.9168 loss_meanflow=0.0000 mean_model_t=0.4885 mean_corrupt_t=0.4885 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5721 corrupt_frac=1.0000 acc_corrupt=0.5721 loss_corrupt=2.9168 wrong_frac=0.5117 init_acc_corrupt=0.4524 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2096 acc_corrupt_t_0p2_0p4=0.3778 corrupt_frac_t_0p2_0p4=0.2122 acc_corrupt_t_0p4_0p6=0.6550 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8358 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.1853 out_w_norm=369.0160 out_g_norm=0.0252 loss_all=2.1507 init_gold_top10=0.5972 init_gold_top100=0.6010 +step=50900 micro_steps=50900 elapsed=36.4s lr=3.000000e-04 loss=2.7320 loss_recon=2.7320 loss_meanflow=0.0000 mean_model_t=0.5118 mean_corrupt_t=0.5118 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5985 corrupt_frac=1.0000 acc_corrupt=0.5985 loss_corrupt=2.7320 wrong_frac=0.4880 init_acc_corrupt=0.4791 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.1856 acc_corrupt_t_0p2_0p4=0.3838 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.6596 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8316 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=369.3021 out_g_norm=0.0247 loss_all=2.3088 init_gold_top10=0.5623 init_gold_top100=0.5656 +step=51000 micro_steps=51000 elapsed=33.2s lr=3.000000e-04 loss=2.8471 loss_recon=2.8471 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5822 corrupt_frac=1.0000 acc_corrupt=0.5822 loss_corrupt=2.8471 wrong_frac=0.5021 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.0954 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6554 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8337 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=369.5928 out_g_norm=0.0249 loss_all=2.5454 init_gold_top10=0.5259 init_gold_top100=0.5300 +step=51100 micro_steps=51100 elapsed=34.7s lr=3.000000e-04 loss=2.8266 loss_recon=2.8266 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5852 corrupt_frac=1.0000 acc_corrupt=0.5852 loss_corrupt=2.8266 wrong_frac=0.4968 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.0959 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3694 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6535 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8309 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2116 out_w_norm=369.8740 out_g_norm=0.0243 loss_all=2.7792 init_gold_top10=0.5103 init_gold_top100=0.5142 +step=51200 micro_steps=51200 elapsed=33.2s lr=3.000000e-04 loss=2.8084 loss_recon=2.8084 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5877 corrupt_frac=1.0000 acc_corrupt=0.5877 loss_corrupt=2.8084 wrong_frac=0.4963 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3771 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6509 corrupt_frac_t_0p4_0p6=0.2014 acc_corrupt_t_0p6_0p8=0.8317 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=370.1539 out_g_norm=0.0256 loss_all=2.5686 init_gold_top10=0.5422 init_gold_top100=0.5478 +step=51300 micro_steps=51300 elapsed=33.2s lr=3.000000e-04 loss=2.8830 loss_recon=2.8830 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5774 corrupt_frac=1.0000 acc_corrupt=0.5774 loss_corrupt=2.8830 wrong_frac=0.5057 init_acc_corrupt=0.4587 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3707 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6479 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8313 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=370.4358 out_g_norm=0.0252 loss_all=3.5027 init_gold_top10=0.4154 init_gold_top100=0.4257 +step=51400 micro_steps=51400 elapsed=33.4s lr=3.000000e-04 loss=2.8601 loss_recon=2.8601 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5802 corrupt_frac=1.0000 acc_corrupt=0.5802 loss_corrupt=2.8601 wrong_frac=0.5022 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3830 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6463 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8302 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=370.7193 out_g_norm=0.0249 loss_all=3.2482 init_gold_top10=0.4468 init_gold_top100=0.4532 +step=51500 micro_steps=51500 elapsed=33.4s lr=3.000000e-04 loss=2.7962 loss_recon=2.7962 loss_meanflow=0.0000 mean_model_t=0.5064 mean_corrupt_t=0.5064 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.7962 wrong_frac=0.4940 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.0958 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3709 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6558 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8330 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.2159 out_w_norm=370.9995 out_g_norm=0.0249 loss_all=2.4173 init_gold_top10=0.5277 init_gold_top100=0.5306 +step=51600 micro_steps=51600 elapsed=33.3s lr=3.000000e-04 loss=2.8083 loss_recon=2.8083 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5869 corrupt_frac=1.0000 acc_corrupt=0.5869 loss_corrupt=2.8083 wrong_frac=0.4976 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.0974 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3794 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6569 corrupt_frac_t_0p4_0p6=0.2166 acc_corrupt_t_0p6_0p8=0.8290 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=371.2886 out_g_norm=0.0242 loss_all=3.9656 init_gold_top10=0.3637 init_gold_top100=0.3726 +step=51700 micro_steps=51700 elapsed=33.2s lr=3.000000e-04 loss=2.8361 loss_recon=2.8361 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5829 corrupt_frac=1.0000 acc_corrupt=0.5829 loss_corrupt=2.8361 wrong_frac=0.5014 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.0989 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3704 corrupt_frac_t_0p2_0p4=0.1850 acc_corrupt_t_0p4_0p6=0.6559 corrupt_frac_t_0p4_0p6=0.2128 acc_corrupt_t_0p6_0p8=0.8349 corrupt_frac_t_0p6_0p8=0.2141 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1850 out_w_norm=371.5755 out_g_norm=0.0243 loss_all=3.1775 init_gold_top10=0.4359 init_gold_top100=0.4437 +step=51800 micro_steps=51800 elapsed=33.4s lr=3.000000e-04 loss=2.8195 loss_recon=2.8195 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5863 corrupt_frac=1.0000 acc_corrupt=0.5863 loss_corrupt=2.8195 wrong_frac=0.4968 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.0978 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3801 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6506 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8345 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=371.8498 out_g_norm=0.0261 loss_all=2.1913 init_gold_top10=0.5520 init_gold_top100=0.5558 +step=51900 micro_steps=51900 elapsed=33.2s lr=3.000000e-04 loss=2.7772 loss_recon=2.7772 loss_meanflow=0.0000 mean_model_t=0.5062 mean_corrupt_t=0.5062 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7772 wrong_frac=0.4935 init_acc_corrupt=0.4711 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1866 acc_corrupt_t_0p2_0p4=0.3759 corrupt_frac_t_0p2_0p4=0.2128 acc_corrupt_t_0p4_0p6=0.6531 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8358 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=372.1422 out_g_norm=0.0249 loss_all=3.1221 init_gold_top10=0.4724 init_gold_top100=0.4800 +step=52000 micro_steps=52000 elapsed=33.1s lr=3.000000e-04 loss=2.8481 loss_recon=2.8481 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5815 corrupt_frac=1.0000 acc_corrupt=0.5815 loss_corrupt=2.8481 wrong_frac=0.5032 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.0959 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3757 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6513 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8324 corrupt_frac_t_0p6_0p8=0.2080 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=372.4327 out_g_norm=0.0250 loss_all=3.5359 init_gold_top10=0.4254 init_gold_top100=0.4322 +step=52100 micro_steps=52100 elapsed=34.6s lr=3.000000e-04 loss=2.8488 loss_recon=2.8488 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5828 corrupt_frac=1.0000 acc_corrupt=0.5828 loss_corrupt=2.8488 wrong_frac=0.5004 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.3758 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6525 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8323 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=372.7223 out_g_norm=0.0249 loss_all=2.5811 init_gold_top10=0.5129 init_gold_top100=0.5168 +step=52200 micro_steps=52200 elapsed=33.2s lr=3.000000e-04 loss=2.7813 loss_recon=2.7813 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5915 corrupt_frac=1.0000 acc_corrupt=0.5915 loss_corrupt=2.7813 wrong_frac=0.4958 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1948 acc_corrupt_t_0p2_0p4=0.3842 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6578 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8374 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=373.0070 out_g_norm=0.0247 loss_all=2.9495 init_gold_top10=0.4834 init_gold_top100=0.4893 +step=52300 micro_steps=52300 elapsed=33.2s lr=3.000000e-04 loss=2.7889 loss_recon=2.7889 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5894 corrupt_frac=1.0000 acc_corrupt=0.5894 loss_corrupt=2.7889 wrong_frac=0.4953 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3777 corrupt_frac_t_0p2_0p4=0.1881 acc_corrupt_t_0p4_0p6=0.6572 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8354 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=373.2814 out_g_norm=0.0248 loss_all=2.9973 init_gold_top10=0.4906 init_gold_top100=0.4957 +step=52400 micro_steps=52400 elapsed=33.4s lr=3.000000e-04 loss=2.7836 loss_recon=2.7836 loss_meanflow=0.0000 mean_model_t=0.5055 mean_corrupt_t=0.5055 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5914 corrupt_frac=1.0000 acc_corrupt=0.5914 loss_corrupt=2.7836 wrong_frac=0.4944 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3840 corrupt_frac_t_0p2_0p4=0.1778 acc_corrupt_t_0p4_0p6=0.6629 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=373.5566 out_g_norm=0.0245 loss_all=2.6815 init_gold_top10=0.5087 init_gold_top100=0.5132 +step=52500 micro_steps=52500 elapsed=33.4s lr=3.000000e-04 loss=2.8027 loss_recon=2.8027 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5881 corrupt_frac=1.0000 acc_corrupt=0.5881 loss_corrupt=2.8027 wrong_frac=0.4953 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3753 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6553 corrupt_frac_t_0p4_0p6=0.1974 acc_corrupt_t_0p6_0p8=0.8319 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2134 out_w_norm=373.8333 out_g_norm=0.0247 loss_all=2.6711 init_gold_top10=0.5074 init_gold_top100=0.5118 +step=52600 micro_steps=52600 elapsed=33.4s lr=3.000000e-04 loss=2.8722 loss_recon=2.8722 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5795 corrupt_frac=1.0000 acc_corrupt=0.5795 loss_corrupt=2.8722 wrong_frac=0.5016 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3739 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6518 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=374.1191 out_g_norm=0.0247 loss_all=3.0464 init_gold_top10=0.4705 init_gold_top100=0.4773 +step=52700 micro_steps=52700 elapsed=33.3s lr=3.000000e-04 loss=2.8266 loss_recon=2.8266 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5852 corrupt_frac=1.0000 acc_corrupt=0.5852 loss_corrupt=2.8266 wrong_frac=0.4980 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3750 corrupt_frac_t_0p2_0p4=0.2011 acc_corrupt_t_0p4_0p6=0.6559 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8316 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=374.4001 out_g_norm=0.0238 loss_all=2.6498 init_gold_top10=0.5132 init_gold_top100=0.5177 +step=52800 micro_steps=52800 elapsed=33.2s lr=3.000000e-04 loss=2.7898 loss_recon=2.7898 loss_meanflow=0.0000 mean_model_t=0.5084 mean_corrupt_t=0.5084 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5904 corrupt_frac=1.0000 acc_corrupt=0.5904 loss_corrupt=2.7898 wrong_frac=0.4915 init_acc_corrupt=0.4749 acc_corrupt_t_0p0_0p2=0.0992 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3701 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6507 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8318 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2203 out_w_norm=374.6825 out_g_norm=0.0238 loss_all=1.8662 init_gold_top10=0.5903 init_gold_top100=0.5937 +step=52900 micro_steps=52900 elapsed=33.1s lr=3.000000e-04 loss=2.8272 loss_recon=2.8272 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5847 corrupt_frac=1.0000 acc_corrupt=0.5847 loss_corrupt=2.8272 wrong_frac=0.5007 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.0996 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3720 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6551 corrupt_frac_t_0p4_0p6=0.2119 acc_corrupt_t_0p6_0p8=0.8334 corrupt_frac_t_0p6_0p8=0.2033 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=374.9669 out_g_norm=0.0253 loss_all=2.4118 init_gold_top10=0.5467 init_gold_top100=0.5513 +step=53000 micro_steps=53000 elapsed=33.1s lr=3.000000e-04 loss=2.8253 loss_recon=2.8253 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5856 corrupt_frac=1.0000 acc_corrupt=0.5856 loss_corrupt=2.8253 wrong_frac=0.4959 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3770 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6521 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2122 out_w_norm=375.2533 out_g_norm=0.0240 loss_all=3.2808 init_gold_top10=0.4168 init_gold_top100=0.4240 +step=53100 micro_steps=53100 elapsed=34.6s lr=3.000000e-04 loss=2.7956 loss_recon=2.7956 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5886 corrupt_frac=1.0000 acc_corrupt=0.5886 loss_corrupt=2.7956 wrong_frac=0.4959 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3772 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6515 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=375.5404 out_g_norm=0.0250 loss_all=2.4678 init_gold_top10=0.5350 init_gold_top100=0.5404 +step=53200 micro_steps=53200 elapsed=33.2s lr=3.000000e-04 loss=2.8277 loss_recon=2.8277 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5861 corrupt_frac=1.0000 acc_corrupt=0.5861 loss_corrupt=2.8277 wrong_frac=0.4979 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3763 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6579 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8297 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=375.8274 out_g_norm=0.0243 loss_all=2.6086 init_gold_top10=0.5450 init_gold_top100=0.5502 +step=53300 micro_steps=53300 elapsed=33.1s lr=3.000000e-04 loss=2.8785 loss_recon=2.8785 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5775 corrupt_frac=1.0000 acc_corrupt=0.5775 loss_corrupt=2.8785 wrong_frac=0.5067 init_acc_corrupt=0.4571 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3729 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6551 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=376.1053 out_g_norm=0.0248 loss_all=3.8084 init_gold_top10=0.3842 init_gold_top100=0.3933 +step=53400 micro_steps=53400 elapsed=33.1s lr=3.000000e-04 loss=2.7976 loss_recon=2.7976 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5889 corrupt_frac=1.0000 acc_corrupt=0.5889 loss_corrupt=2.7976 wrong_frac=0.4967 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3744 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6545 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8328 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=376.3765 out_g_norm=0.0243 loss_all=2.6180 init_gold_top10=0.5288 init_gold_top100=0.5357 +step=53500 micro_steps=53500 elapsed=33.3s lr=3.000000e-04 loss=2.8289 loss_recon=2.8289 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5846 corrupt_frac=1.0000 acc_corrupt=0.5846 loss_corrupt=2.8289 wrong_frac=0.4994 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3676 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6557 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8329 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=376.6602 out_g_norm=0.0240 loss_all=3.5206 init_gold_top10=0.4274 init_gold_top100=0.4348 +step=53600 micro_steps=53600 elapsed=33.1s lr=3.000000e-04 loss=2.7887 loss_recon=2.7887 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.7887 wrong_frac=0.4957 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3810 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6597 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=376.9449 out_g_norm=0.0244 loss_all=2.3356 init_gold_top10=0.5559 init_gold_top100=0.5619 +step=53700 micro_steps=53700 elapsed=33.1s lr=3.000000e-04 loss=2.8819 loss_recon=2.8819 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5785 corrupt_frac=1.0000 acc_corrupt=0.5785 loss_corrupt=2.8819 wrong_frac=0.5053 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.0973 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3773 corrupt_frac_t_0p2_0p4=0.2116 acc_corrupt_t_0p4_0p6=0.6564 corrupt_frac_t_0p4_0p6=0.1869 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9525 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=377.2276 out_g_norm=0.0242 loss_all=2.8210 init_gold_top10=0.4850 init_gold_top100=0.4931 +step=53800 micro_steps=53800 elapsed=33.4s lr=3.000000e-04 loss=2.8685 loss_recon=2.8685 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5791 corrupt_frac=1.0000 acc_corrupt=0.5791 loss_corrupt=2.8685 wrong_frac=0.5032 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.0979 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3752 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6532 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8333 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=377.5019 out_g_norm=0.0244 loss_all=2.7392 init_gold_top10=0.5067 init_gold_top100=0.5129 +step=53900 micro_steps=53900 elapsed=33.2s lr=3.000000e-04 loss=2.8541 loss_recon=2.8541 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5814 corrupt_frac=1.0000 acc_corrupt=0.5814 loss_corrupt=2.8541 wrong_frac=0.5001 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2058 acc_corrupt_t_0p2_0p4=0.3756 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6504 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8316 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=377.7848 out_g_norm=0.0243 loss_all=3.1335 init_gold_top10=0.4552 init_gold_top100=0.4601 +step=54000 micro_steps=54000 elapsed=33.1s lr=3.000000e-04 loss=2.8601 loss_recon=2.8601 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5800 corrupt_frac=1.0000 acc_corrupt=0.5800 loss_corrupt=2.8601 wrong_frac=0.5050 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3742 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6571 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1878 out_w_norm=378.0624 out_g_norm=0.0240 loss_all=2.9093 init_gold_top10=0.4709 init_gold_top100=0.4748 +step=54100 micro_steps=54100 elapsed=34.6s lr=3.000000e-04 loss=2.8935 loss_recon=2.8935 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5755 corrupt_frac=1.0000 acc_corrupt=0.5755 loss_corrupt=2.8935 wrong_frac=0.5064 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2147 acc_corrupt_t_0p2_0p4=0.3776 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6526 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8337 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=378.3415 out_g_norm=0.0246 loss_all=2.6855 init_gold_top10=0.4835 init_gold_top100=0.4891 +step=54200 micro_steps=54200 elapsed=33.2s lr=3.000000e-04 loss=2.8651 loss_recon=2.8651 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5797 corrupt_frac=1.0000 acc_corrupt=0.5797 loss_corrupt=2.8651 wrong_frac=0.5049 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.0972 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3789 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6552 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1825 out_w_norm=378.6252 out_g_norm=0.0242 loss_all=3.2631 init_gold_top10=0.4506 init_gold_top100=0.4584 +step=54300 micro_steps=54300 elapsed=33.3s lr=3.000000e-04 loss=2.8388 loss_recon=2.8388 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5831 corrupt_frac=1.0000 acc_corrupt=0.5831 loss_corrupt=2.8388 wrong_frac=0.4990 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3737 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6547 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8334 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=378.9057 out_g_norm=0.0242 loss_all=2.5602 init_gold_top10=0.5375 init_gold_top100=0.5423 +step=54400 micro_steps=54400 elapsed=33.2s lr=3.000000e-04 loss=2.8183 loss_recon=2.8183 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5859 corrupt_frac=1.0000 acc_corrupt=0.5859 loss_corrupt=2.8183 wrong_frac=0.5002 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3846 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6540 corrupt_frac_t_0p4_0p6=0.2106 acc_corrupt_t_0p6_0p8=0.8324 corrupt_frac_t_0p6_0p8=0.1954 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=379.1758 out_g_norm=0.0235 loss_all=3.3385 init_gold_top10=0.4230 init_gold_top100=0.4298 +step=54500 micro_steps=54500 elapsed=33.3s lr=3.000000e-04 loss=2.7882 loss_recon=2.7882 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7882 wrong_frac=0.4960 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3709 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6572 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=379.4492 out_g_norm=0.0238 loss_all=1.8178 init_gold_top10=0.6183 init_gold_top100=0.6210 +step=54600 micro_steps=54600 elapsed=33.3s lr=3.000000e-04 loss=2.8122 loss_recon=2.8122 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5856 corrupt_frac=1.0000 acc_corrupt=0.5856 loss_corrupt=2.8122 wrong_frac=0.4986 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.0975 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3696 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6536 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8326 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=379.7274 out_g_norm=0.0255 loss_all=3.2136 init_gold_top10=0.4472 init_gold_top100=0.4517 +step=54700 micro_steps=54700 elapsed=33.3s lr=3.000000e-04 loss=2.7809 loss_recon=2.7809 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7809 wrong_frac=0.4987 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6594 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8319 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.1970 out_w_norm=380.0123 out_g_norm=0.0240 loss_all=2.8601 init_gold_top10=0.4865 init_gold_top100=0.4921 +step=54800 micro_steps=54800 elapsed=33.4s lr=3.000000e-04 loss=2.8087 loss_recon=2.8087 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5878 corrupt_frac=1.0000 acc_corrupt=0.5878 loss_corrupt=2.8087 wrong_frac=0.4955 init_acc_corrupt=0.4709 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3783 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6581 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8346 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=380.2936 out_g_norm=0.0235 loss_all=2.5903 init_gold_top10=0.5291 init_gold_top100=0.5334 +step=54900 micro_steps=54900 elapsed=33.4s lr=3.000000e-04 loss=2.8050 loss_recon=2.8050 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.8050 wrong_frac=0.4974 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3753 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6453 corrupt_frac_t_0p4_0p6=0.2083 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=380.5744 out_g_norm=0.0237 loss_all=2.0917 init_gold_top10=0.4889 init_gold_top100=0.4936 +step=55000 micro_steps=55000 elapsed=33.3s lr=3.000000e-04 loss=2.8163 loss_recon=2.8163 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5862 corrupt_frac=1.0000 acc_corrupt=0.5862 loss_corrupt=2.8163 wrong_frac=0.4967 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3729 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6549 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=380.8600 out_g_norm=0.0239 loss_all=2.4175 init_gold_top10=0.5354 init_gold_top100=0.5394 +step=55100 micro_steps=55100 elapsed=34.6s lr=3.000000e-04 loss=2.8190 loss_recon=2.8190 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.8190 wrong_frac=0.4964 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3802 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6529 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8323 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=381.1352 out_g_norm=0.0240 loss_all=3.2834 init_gold_top10=0.4377 init_gold_top100=0.4452 +step=55200 micro_steps=55200 elapsed=33.3s lr=3.000000e-04 loss=2.8334 loss_recon=2.8334 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5828 corrupt_frac=1.0000 acc_corrupt=0.5828 loss_corrupt=2.8334 wrong_frac=0.5017 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3786 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6524 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8325 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=381.4197 out_g_norm=0.0242 loss_all=2.2084 init_gold_top10=0.5733 init_gold_top100=0.5778 +step=55300 micro_steps=55300 elapsed=33.4s lr=3.000000e-04 loss=2.8277 loss_recon=2.8277 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5850 corrupt_frac=1.0000 acc_corrupt=0.5850 loss_corrupt=2.8277 wrong_frac=0.5002 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.0980 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6569 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=381.6991 out_g_norm=0.0241 loss_all=2.3102 init_gold_top10=0.5253 init_gold_top100=0.5292 +step=55400 micro_steps=55400 elapsed=33.4s lr=3.000000e-04 loss=2.8322 loss_recon=2.8322 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5845 corrupt_frac=1.0000 acc_corrupt=0.5845 loss_corrupt=2.8322 wrong_frac=0.5002 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3812 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6599 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8377 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=381.9746 out_g_norm=0.0233 loss_all=2.8034 init_gold_top10=0.5158 init_gold_top100=0.5214 +step=55500 micro_steps=55500 elapsed=33.3s lr=3.000000e-04 loss=2.8311 loss_recon=2.8311 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5843 corrupt_frac=1.0000 acc_corrupt=0.5843 loss_corrupt=2.8311 wrong_frac=0.4993 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.0968 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3812 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6566 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8336 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=382.2399 out_g_norm=0.0238 loss_all=3.0653 init_gold_top10=0.4509 init_gold_top100=0.4570 +step=55600 micro_steps=55600 elapsed=33.3s lr=3.000000e-04 loss=2.8007 loss_recon=2.8007 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.8007 wrong_frac=0.4976 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.1957 acc_corrupt_t_0p2_0p4=0.3759 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6581 corrupt_frac_t_0p4_0p6=0.2153 acc_corrupt_t_0p6_0p8=0.8335 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=382.5174 out_g_norm=0.0245 loss_all=2.2062 init_gold_top10=0.5589 init_gold_top100=0.5629 +step=55700 micro_steps=55700 elapsed=33.3s lr=3.000000e-04 loss=2.8522 loss_recon=2.8522 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5807 corrupt_frac=1.0000 acc_corrupt=0.5807 loss_corrupt=2.8522 wrong_frac=0.5044 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3794 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6563 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8332 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.1850 out_w_norm=382.7974 out_g_norm=0.0234 loss_all=2.4754 init_gold_top10=0.5157 init_gold_top100=0.5209 +step=55800 micro_steps=55800 elapsed=33.3s lr=3.000000e-04 loss=2.8589 loss_recon=2.8589 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5813 corrupt_frac=1.0000 acc_corrupt=0.5813 loss_corrupt=2.8589 wrong_frac=0.5023 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.3744 corrupt_frac_t_0p2_0p4=0.1929 acc_corrupt_t_0p4_0p6=0.6553 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.2052 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=383.0715 out_g_norm=0.0237 loss_all=3.3585 init_gold_top10=0.4489 init_gold_top100=0.4575 +step=55900 micro_steps=55900 elapsed=33.3s lr=3.000000e-04 loss=2.8713 loss_recon=2.8713 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5805 corrupt_frac=1.0000 acc_corrupt=0.5805 loss_corrupt=2.8713 wrong_frac=0.5027 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3789 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6544 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8344 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=383.3505 out_g_norm=0.0244 loss_all=3.3280 init_gold_top10=0.4520 init_gold_top100=0.4627 +step=56000 micro_steps=56000 elapsed=33.3s lr=3.000000e-04 loss=2.8870 loss_recon=2.8870 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5782 corrupt_frac=1.0000 acc_corrupt=0.5782 loss_corrupt=2.8870 wrong_frac=0.5049 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.0979 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3728 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6538 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8334 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=383.6385 out_g_norm=0.0233 loss_all=3.2340 init_gold_top10=0.4391 init_gold_top100=0.4463 +step=56100 micro_steps=56100 elapsed=34.8s lr=3.000000e-04 loss=2.8167 loss_recon=2.8167 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5860 corrupt_frac=1.0000 acc_corrupt=0.5860 loss_corrupt=2.8167 wrong_frac=0.4962 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3723 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6532 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8302 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=383.9187 out_g_norm=0.0235 loss_all=2.7059 init_gold_top10=0.4923 init_gold_top100=0.4963 +step=56200 micro_steps=56200 elapsed=33.5s lr=3.000000e-04 loss=2.7760 loss_recon=2.7760 loss_meanflow=0.0000 mean_model_t=0.5065 mean_corrupt_t=0.5065 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5921 corrupt_frac=1.0000 acc_corrupt=0.5921 loss_corrupt=2.7760 wrong_frac=0.4933 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3839 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6554 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=384.1868 out_g_norm=0.0248 loss_all=1.8025 init_gold_top10=0.6039 init_gold_top100=0.6068 +step=56300 micro_steps=56300 elapsed=33.5s lr=3.000000e-04 loss=2.8392 loss_recon=2.8392 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8392 wrong_frac=0.4999 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.0970 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3745 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6547 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8342 corrupt_frac_t_0p6_0p8=0.2039 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=384.4665 out_g_norm=0.0242 loss_all=3.1404 init_gold_top10=0.4627 init_gold_top100=0.4702 +step=56400 micro_steps=56400 elapsed=33.4s lr=3.000000e-04 loss=2.8224 loss_recon=2.8224 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5860 corrupt_frac=1.0000 acc_corrupt=0.5860 loss_corrupt=2.8224 wrong_frac=0.4963 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3719 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6576 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8305 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=384.7380 out_g_norm=0.0233 loss_all=3.5631 init_gold_top10=0.4099 init_gold_top100=0.4174 +step=56500 micro_steps=56500 elapsed=33.4s lr=3.000000e-04 loss=2.7940 loss_recon=2.7940 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7940 wrong_frac=0.4980 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3762 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6566 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=384.9992 out_g_norm=0.0233 loss_all=2.5507 init_gold_top10=0.5500 init_gold_top100=0.5532 +step=56600 micro_steps=56600 elapsed=33.4s lr=3.000000e-04 loss=2.8661 loss_recon=2.8661 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5803 corrupt_frac=1.0000 acc_corrupt=0.5803 loss_corrupt=2.8661 wrong_frac=0.5034 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3731 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6568 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=385.2763 out_g_norm=0.0240 loss_all=2.4948 init_gold_top10=0.5111 init_gold_top100=0.5166 +step=56700 micro_steps=56700 elapsed=33.5s lr=3.000000e-04 loss=2.8348 loss_recon=2.8348 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5834 corrupt_frac=1.0000 acc_corrupt=0.5834 loss_corrupt=2.8348 wrong_frac=0.5041 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3883 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6567 corrupt_frac_t_0p4_0p6=0.2116 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=385.5514 out_g_norm=0.0233 loss_all=2.1874 init_gold_top10=0.5374 init_gold_top100=0.5410 +step=56800 micro_steps=56800 elapsed=33.5s lr=3.000000e-04 loss=2.8247 loss_recon=2.8247 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5845 corrupt_frac=1.0000 acc_corrupt=0.5845 loss_corrupt=2.8247 wrong_frac=0.5005 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3767 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6547 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8308 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=385.8265 out_g_norm=0.0233 loss_all=2.5591 init_gold_top10=0.5175 init_gold_top100=0.5232 +step=56900 micro_steps=56900 elapsed=33.4s lr=3.000000e-04 loss=2.8647 loss_recon=2.8647 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5811 corrupt_frac=1.0000 acc_corrupt=0.5811 loss_corrupt=2.8647 wrong_frac=0.5016 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.0979 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3755 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6537 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8324 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=386.1001 out_g_norm=0.0231 loss_all=2.4930 init_gold_top10=0.5269 init_gold_top100=0.5310 +step=57000 micro_steps=57000 elapsed=33.6s lr=3.000000e-04 loss=2.9134 loss_recon=2.9134 loss_meanflow=0.0000 mean_model_t=0.4911 mean_corrupt_t=0.4911 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5735 corrupt_frac=1.0000 acc_corrupt=0.5735 loss_corrupt=2.9134 wrong_frac=0.5088 init_acc_corrupt=0.4552 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3762 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6531 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8291 corrupt_frac_t_0p6_0p8=0.1859 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=386.3729 out_g_norm=0.0235 loss_all=2.4895 init_gold_top10=0.5560 init_gold_top100=0.5623 +step=57100 micro_steps=57100 elapsed=34.9s lr=3.000000e-04 loss=2.8709 loss_recon=2.8709 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5799 corrupt_frac=1.0000 acc_corrupt=0.5799 loss_corrupt=2.8709 wrong_frac=0.5024 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3749 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6572 corrupt_frac_t_0p4_0p6=0.1891 acc_corrupt_t_0p6_0p8=0.8367 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=386.6470 out_g_norm=0.0236 loss_all=2.5267 init_gold_top10=0.5557 init_gold_top100=0.5597 +step=57200 micro_steps=57200 elapsed=33.4s lr=3.000000e-04 loss=2.8866 loss_recon=2.8866 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5775 corrupt_frac=1.0000 acc_corrupt=0.5775 loss_corrupt=2.8866 wrong_frac=0.5059 init_acc_corrupt=0.4587 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.2144 acc_corrupt_t_0p2_0p4=0.3818 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6595 corrupt_frac_t_0p4_0p6=0.1897 acc_corrupt_t_0p6_0p8=0.8347 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=386.9232 out_g_norm=0.0232 loss_all=2.9864 init_gold_top10=0.4801 init_gold_top100=0.4873 +step=57300 micro_steps=57300 elapsed=33.2s lr=3.000000e-04 loss=2.8352 loss_recon=2.8352 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5839 corrupt_frac=1.0000 acc_corrupt=0.5839 loss_corrupt=2.8352 wrong_frac=0.4982 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3686 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6550 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8346 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=387.1898 out_g_norm=0.0235 loss_all=3.1587 init_gold_top10=0.4755 init_gold_top100=0.4827 +step=57400 micro_steps=57400 elapsed=33.3s lr=3.000000e-04 loss=2.8072 loss_recon=2.8072 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5877 corrupt_frac=1.0000 acc_corrupt=0.5877 loss_corrupt=2.8072 wrong_frac=0.4958 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3757 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6553 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8332 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=387.4588 out_g_norm=0.0237 loss_all=2.5463 init_gold_top10=0.5413 init_gold_top100=0.5441 +step=57500 micro_steps=57500 elapsed=33.2s lr=3.000000e-04 loss=2.7751 loss_recon=2.7751 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.7751 wrong_frac=0.4966 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6551 corrupt_frac_t_0p4_0p6=0.2074 acc_corrupt_t_0p6_0p8=0.8339 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=387.7318 out_g_norm=0.0234 loss_all=3.0542 init_gold_top10=0.4289 init_gold_top100=0.4348 +step=57600 micro_steps=57600 elapsed=33.3s lr=3.000000e-04 loss=2.8422 loss_recon=2.8422 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5828 corrupt_frac=1.0000 acc_corrupt=0.5828 loss_corrupt=2.8422 wrong_frac=0.5035 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3815 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6547 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8349 corrupt_frac_t_0p6_0p8=0.2125 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1888 out_w_norm=387.9953 out_g_norm=0.0236 loss_all=2.7094 init_gold_top10=0.5098 init_gold_top100=0.5161 +step=57700 micro_steps=57700 elapsed=33.4s lr=3.000000e-04 loss=2.8247 loss_recon=2.8247 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5850 corrupt_frac=1.0000 acc_corrupt=0.5850 loss_corrupt=2.8247 wrong_frac=0.5000 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.0975 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3779 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6582 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8344 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=388.2613 out_g_norm=0.0230 loss_all=2.2733 init_gold_top10=0.5549 init_gold_top100=0.5591 +step=57800 micro_steps=57800 elapsed=33.4s lr=3.000000e-04 loss=2.8781 loss_recon=2.8781 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5781 corrupt_frac=1.0000 acc_corrupt=0.5781 loss_corrupt=2.8781 wrong_frac=0.5042 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3733 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6545 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8293 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=388.5336 out_g_norm=0.0239 loss_all=2.4301 init_gold_top10=0.5645 init_gold_top100=0.5703 +step=57900 micro_steps=57900 elapsed=33.4s lr=3.000000e-04 loss=2.8078 loss_recon=2.8078 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.8078 wrong_frac=0.4996 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3690 corrupt_frac_t_0p2_0p4=0.2125 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.1982 out_w_norm=388.8081 out_g_norm=0.0234 loss_all=2.9744 init_gold_top10=0.4471 init_gold_top100=0.4524 +step=58000 micro_steps=58000 elapsed=33.4s lr=3.000000e-04 loss=2.9055 loss_recon=2.9055 loss_meanflow=0.0000 mean_model_t=0.4902 mean_corrupt_t=0.4902 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5749 corrupt_frac=1.0000 acc_corrupt=0.5749 loss_corrupt=2.9055 wrong_frac=0.5097 init_acc_corrupt=0.4543 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3779 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6574 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8335 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=389.0805 out_g_norm=0.0233 loss_all=2.9029 init_gold_top10=0.4706 init_gold_top100=0.4755 +step=58100 micro_steps=58100 elapsed=34.8s lr=3.000000e-04 loss=2.8701 loss_recon=2.8701 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5801 corrupt_frac=1.0000 acc_corrupt=0.5801 loss_corrupt=2.8701 wrong_frac=0.5017 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.2122 acc_corrupt_t_0p2_0p4=0.3697 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6560 corrupt_frac_t_0p4_0p6=0.1970 acc_corrupt_t_0p6_0p8=0.8299 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=389.3473 out_g_norm=0.0231 loss_all=3.3512 init_gold_top10=0.4595 init_gold_top100=0.4680 +step=58200 micro_steps=58200 elapsed=33.4s lr=3.000000e-04 loss=2.7537 loss_recon=2.7537 loss_meanflow=0.0000 mean_model_t=0.5100 mean_corrupt_t=0.5100 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5962 corrupt_frac=1.0000 acc_corrupt=0.5962 loss_corrupt=2.7537 wrong_frac=0.4900 init_acc_corrupt=0.4778 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.1775 acc_corrupt_t_0p4_0p6=0.6551 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8326 corrupt_frac_t_0p6_0p8=0.2209 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=389.6166 out_g_norm=0.0231 loss_all=2.0040 init_gold_top10=0.6010 init_gold_top100=0.6042 +step=58300 micro_steps=58300 elapsed=33.3s lr=3.000000e-04 loss=2.7110 loss_recon=2.7110 loss_meanflow=0.0000 mean_model_t=0.5148 mean_corrupt_t=0.5148 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6008 corrupt_frac=1.0000 acc_corrupt=0.6008 loss_corrupt=2.7110 wrong_frac=0.4850 init_acc_corrupt=0.4814 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.1806 acc_corrupt_t_0p2_0p4=0.3700 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6575 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2122 out_w_norm=389.8908 out_g_norm=0.0228 loss_all=2.3373 init_gold_top10=0.5511 init_gold_top100=0.5535 +step=58400 micro_steps=58400 elapsed=33.2s lr=3.000000e-04 loss=2.8427 loss_recon=2.8427 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8427 wrong_frac=0.5015 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3864 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6579 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.1844 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=390.1591 out_g_norm=0.0234 loss_all=2.7299 init_gold_top10=0.5119 init_gold_top100=0.5173 +step=58500 micro_steps=58500 elapsed=33.2s lr=3.000000e-04 loss=2.7880 loss_recon=2.7880 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7880 wrong_frac=0.4959 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6570 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8346 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=390.4245 out_g_norm=0.0230 loss_all=2.4033 init_gold_top10=0.5683 init_gold_top100=0.5743 +step=58600 micro_steps=58600 elapsed=33.1s lr=3.000000e-04 loss=2.8994 loss_recon=2.8994 loss_meanflow=0.0000 mean_model_t=0.4877 mean_corrupt_t=0.4877 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5730 corrupt_frac=1.0000 acc_corrupt=0.5730 loss_corrupt=2.8994 wrong_frac=0.5119 init_acc_corrupt=0.4524 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3809 corrupt_frac_t_0p2_0p4=0.2188 acc_corrupt_t_0p4_0p6=0.6568 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8328 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1822 out_w_norm=390.7034 out_g_norm=0.0226 loss_all=3.2340 init_gold_top10=0.4419 init_gold_top100=0.4511 +step=58700 micro_steps=58700 elapsed=33.1s lr=3.000000e-04 loss=2.8323 loss_recon=2.8323 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8323 wrong_frac=0.5013 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3767 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6527 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.1998 out_w_norm=390.9728 out_g_norm=0.0230 loss_all=2.9996 init_gold_top10=0.4725 init_gold_top100=0.4782 +step=58800 micro_steps=58800 elapsed=33.1s lr=3.000000e-04 loss=2.8805 loss_recon=2.8805 loss_meanflow=0.0000 mean_model_t=0.4916 mean_corrupt_t=0.4916 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5780 corrupt_frac=1.0000 acc_corrupt=0.5780 loss_corrupt=2.8805 wrong_frac=0.5085 init_acc_corrupt=0.4570 acc_corrupt_t_0p0_0p2=0.0991 corrupt_frac_t_0p0_0p2=0.2122 acc_corrupt_t_0p2_0p4=0.3884 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6596 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.1884 out_w_norm=391.2375 out_g_norm=0.0233 loss_all=3.0793 init_gold_top10=0.4819 init_gold_top100=0.4893 +step=58900 micro_steps=58900 elapsed=33.2s lr=3.000000e-04 loss=2.8536 loss_recon=2.8536 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5819 corrupt_frac=1.0000 acc_corrupt=0.5819 loss_corrupt=2.8536 wrong_frac=0.5026 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.0968 corrupt_frac_t_0p0_0p2=0.1973 acc_corrupt_t_0p2_0p4=0.3749 corrupt_frac_t_0p2_0p4=0.2115 acc_corrupt_t_0p4_0p6=0.6539 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8365 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=391.5086 out_g_norm=0.0228 loss_all=3.0195 init_gold_top10=0.4749 init_gold_top100=0.4815 +step=59000 micro_steps=59000 elapsed=33.1s lr=3.000000e-04 loss=2.7693 loss_recon=2.7693 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5923 corrupt_frac=1.0000 acc_corrupt=0.5923 loss_corrupt=2.7693 wrong_frac=0.4951 init_acc_corrupt=0.4711 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6611 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=391.7780 out_g_norm=0.0232 loss_all=2.3637 init_gold_top10=0.5531 init_gold_top100=0.5564 +step=59100 micro_steps=59100 elapsed=34.6s lr=3.000000e-04 loss=2.8237 loss_recon=2.8237 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5843 corrupt_frac=1.0000 acc_corrupt=0.5843 loss_corrupt=2.8237 wrong_frac=0.4986 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.2014 acc_corrupt_t_0p2_0p4=0.3767 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6484 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8370 corrupt_frac_t_0p6_0p8=0.1907 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2131 out_w_norm=392.0440 out_g_norm=0.0227 loss_all=2.4235 init_gold_top10=0.5588 init_gold_top100=0.5652 +step=59200 micro_steps=59200 elapsed=33.3s lr=3.000000e-04 loss=2.8032 loss_recon=2.8032 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.8032 wrong_frac=0.4972 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3775 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6560 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8340 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=392.3134 out_g_norm=0.0231 loss_all=3.1114 init_gold_top10=0.4462 init_gold_top100=0.4520 +step=59300 micro_steps=59300 elapsed=33.4s lr=3.000000e-04 loss=2.9216 loss_recon=2.9216 loss_meanflow=0.0000 mean_model_t=0.4895 mean_corrupt_t=0.4895 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5713 corrupt_frac=1.0000 acc_corrupt=0.5713 loss_corrupt=2.9216 wrong_frac=0.5108 init_acc_corrupt=0.4524 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2147 acc_corrupt_t_0p2_0p4=0.3777 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6530 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8331 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=392.5750 out_g_norm=0.0231 loss_all=2.5190 init_gold_top10=0.5605 init_gold_top100=0.5658 +step=59400 micro_steps=59400 elapsed=33.3s lr=3.000000e-04 loss=2.8560 loss_recon=2.8560 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5798 corrupt_frac=1.0000 acc_corrupt=0.5798 loss_corrupt=2.8560 wrong_frac=0.5048 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3788 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6541 corrupt_frac_t_0p4_0p6=0.2125 acc_corrupt_t_0p6_0p8=0.8367 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=392.8383 out_g_norm=0.0229 loss_all=3.3730 init_gold_top10=0.4257 init_gold_top100=0.4351 +step=59500 micro_steps=59500 elapsed=33.3s lr=3.000000e-04 loss=2.7973 loss_recon=2.7973 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5888 corrupt_frac=1.0000 acc_corrupt=0.5888 loss_corrupt=2.7973 wrong_frac=0.4961 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3726 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6609 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8325 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=393.1086 out_g_norm=0.0225 loss_all=2.2706 init_gold_top10=0.5351 init_gold_top100=0.5393 +step=59600 micro_steps=59600 elapsed=33.2s lr=3.000000e-04 loss=2.7864 loss_recon=2.7864 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5896 corrupt_frac=1.0000 acc_corrupt=0.5896 loss_corrupt=2.7864 wrong_frac=0.4953 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6591 corrupt_frac_t_0p4_0p6=0.1967 acc_corrupt_t_0p6_0p8=0.8316 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=393.3775 out_g_norm=0.0232 loss_all=3.0940 init_gold_top10=0.4871 init_gold_top100=0.4959 +step=59700 micro_steps=59700 elapsed=33.1s lr=3.000000e-04 loss=2.8145 loss_recon=2.8145 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5853 corrupt_frac=1.0000 acc_corrupt=0.5853 loss_corrupt=2.8145 wrong_frac=0.4993 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3783 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6569 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8327 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=393.6521 out_g_norm=0.0228 loss_all=2.0800 init_gold_top10=0.5940 init_gold_top100=0.5979 +step=59800 micro_steps=59800 elapsed=33.4s lr=3.000000e-04 loss=2.8452 loss_recon=2.8452 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5827 corrupt_frac=1.0000 acc_corrupt=0.5827 loss_corrupt=2.8452 wrong_frac=0.4999 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3780 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6530 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8345 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=393.9196 out_g_norm=0.0228 loss_all=3.3487 init_gold_top10=0.4286 init_gold_top100=0.4343 +step=59900 micro_steps=59900 elapsed=33.5s lr=3.000000e-04 loss=2.8293 loss_recon=2.8293 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8293 wrong_frac=0.5006 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3760 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6559 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8305 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=394.1958 out_g_norm=0.0230 loss_all=2.6963 init_gold_top10=0.5077 init_gold_top100=0.5141 +step=60000 micro_steps=60000 elapsed=33.4s lr=3.000000e-04 loss=2.8115 loss_recon=2.8115 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.8115 wrong_frac=0.4985 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3787 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6572 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8331 corrupt_frac_t_0p6_0p8=0.2209 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=394.4694 out_g_norm=0.0229 loss_all=2.3871 init_gold_top10=0.5471 init_gold_top100=0.5517 +step=60100 micro_steps=60100 elapsed=46.1s lr=3.000000e-04 loss=2.8397 loss_recon=2.8397 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5821 corrupt_frac=1.0000 acc_corrupt=0.5821 loss_corrupt=2.8397 wrong_frac=0.5040 init_acc_corrupt=0.4605 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6578 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=394.7352 out_g_norm=0.0225 loss_all=3.1511 init_gold_top10=0.4677 init_gold_top100=0.4736 +step=60200 micro_steps=60200 elapsed=53.2s lr=3.000000e-04 loss=2.8515 loss_recon=2.8515 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5819 corrupt_frac=1.0000 acc_corrupt=0.5819 loss_corrupt=2.8515 wrong_frac=0.5030 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3793 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6578 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8346 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=395.0036 out_g_norm=0.0226 loss_all=2.2585 init_gold_top10=0.5497 init_gold_top100=0.5539 +step=60300 micro_steps=60300 elapsed=53.2s lr=3.000000e-04 loss=2.8304 loss_recon=2.8304 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5828 corrupt_frac=1.0000 acc_corrupt=0.5828 loss_corrupt=2.8304 wrong_frac=0.5030 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6531 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8336 corrupt_frac_t_0p6_0p8=0.2153 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1862 out_w_norm=395.2732 out_g_norm=0.0225 loss_all=2.4087 init_gold_top10=0.5359 init_gold_top100=0.5406 +step=60400 micro_steps=60400 elapsed=53.0s lr=3.000000e-04 loss=2.8162 loss_recon=2.8162 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8162 wrong_frac=0.5000 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3783 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6546 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8290 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=395.5455 out_g_norm=0.0228 loss_all=3.2697 init_gold_top10=0.4523 init_gold_top100=0.4603 +step=60500 micro_steps=60500 elapsed=53.3s lr=3.000000e-04 loss=2.8170 loss_recon=2.8170 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.8170 wrong_frac=0.4986 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2083 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6657 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=395.8136 out_g_norm=0.0228 loss_all=3.1949 init_gold_top10=0.4506 init_gold_top100=0.4570 +step=60600 micro_steps=60600 elapsed=53.3s lr=3.000000e-04 loss=2.8071 loss_recon=2.8071 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.8071 wrong_frac=0.4972 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3747 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6579 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=396.0757 out_g_norm=0.0227 loss_all=2.7309 init_gold_top10=0.5052 init_gold_top100=0.5099 +step=60700 micro_steps=60700 elapsed=52.9s lr=3.000000e-04 loss=2.8538 loss_recon=2.8538 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5806 corrupt_frac=1.0000 acc_corrupt=0.5806 loss_corrupt=2.8538 wrong_frac=0.5023 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3704 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6498 corrupt_frac_t_0p4_0p6=0.2008 acc_corrupt_t_0p6_0p8=0.8346 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=396.3526 out_g_norm=0.0229 loss_all=1.9707 init_gold_top10=0.5949 init_gold_top100=0.5980 +step=60800 micro_steps=60800 elapsed=55.1s lr=3.000000e-04 loss=2.8867 loss_recon=2.8867 loss_meanflow=0.0000 mean_model_t=0.4923 mean_corrupt_t=0.4923 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5758 corrupt_frac=1.0000 acc_corrupt=0.5758 loss_corrupt=2.8867 wrong_frac=0.5077 init_acc_corrupt=0.4559 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3746 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6572 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.1825 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2036 out_w_norm=396.6210 out_g_norm=0.0220 loss_all=3.0349 init_gold_top10=0.4706 init_gold_top100=0.4780 +step=60900 micro_steps=60900 elapsed=33.5s lr=3.000000e-04 loss=2.8464 loss_recon=2.8464 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5812 corrupt_frac=1.0000 acc_corrupt=0.5812 loss_corrupt=2.8464 wrong_frac=0.5035 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3771 corrupt_frac_t_0p2_0p4=0.2209 acc_corrupt_t_0p4_0p6=0.6557 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=396.8815 out_g_norm=0.0229 loss_all=1.7401 init_gold_top10=0.6217 init_gold_top100=0.6246 +step=61000 micro_steps=61000 elapsed=33.2s lr=3.000000e-04 loss=2.8078 loss_recon=2.8078 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5862 corrupt_frac=1.0000 acc_corrupt=0.5862 loss_corrupt=2.8078 wrong_frac=0.5032 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3844 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6606 corrupt_frac_t_0p4_0p6=0.2106 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.1844 out_w_norm=397.1510 out_g_norm=0.0230 loss_all=3.1194 init_gold_top10=0.4721 init_gold_top100=0.4798 +step=61100 micro_steps=61100 elapsed=34.6s lr=3.000000e-04 loss=2.8206 loss_recon=2.8206 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5857 corrupt_frac=1.0000 acc_corrupt=0.5857 loss_corrupt=2.8206 wrong_frac=0.4996 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3769 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6590 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=397.4185 out_g_norm=0.0232 loss_all=3.4391 init_gold_top10=0.4347 init_gold_top100=0.4450 +step=61200 micro_steps=61200 elapsed=33.2s lr=3.000000e-04 loss=2.8533 loss_recon=2.8533 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5820 corrupt_frac=1.0000 acc_corrupt=0.5820 loss_corrupt=2.8533 wrong_frac=0.5022 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.0982 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3746 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6520 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.1844 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=397.6880 out_g_norm=0.0228 loss_all=2.6925 init_gold_top10=0.4876 init_gold_top100=0.4911 +step=61300 micro_steps=61300 elapsed=33.2s lr=3.000000e-04 loss=2.8251 loss_recon=2.8251 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5848 corrupt_frac=1.0000 acc_corrupt=0.5848 loss_corrupt=2.8251 wrong_frac=0.5010 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3807 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6550 corrupt_frac_t_0p4_0p6=0.1891 acc_corrupt_t_0p6_0p8=0.8335 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=397.9625 out_g_norm=0.0228 loss_all=2.5157 init_gold_top10=0.5145 init_gold_top100=0.5182 +step=61400 micro_steps=61400 elapsed=33.2s lr=3.000000e-04 loss=2.8801 loss_recon=2.8801 loss_meanflow=0.0000 mean_model_t=0.4950 mean_corrupt_t=0.4950 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5782 corrupt_frac=1.0000 acc_corrupt=0.5782 loss_corrupt=2.8801 wrong_frac=0.5050 init_acc_corrupt=0.4582 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.3774 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6589 corrupt_frac_t_0p4_0p6=0.1853 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=398.2340 out_g_norm=0.0226 loss_all=2.8694 init_gold_top10=0.4689 init_gold_top100=0.4758 +step=61500 micro_steps=61500 elapsed=33.2s lr=3.000000e-04 loss=2.7976 loss_recon=2.7976 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7976 wrong_frac=0.4967 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3812 corrupt_frac_t_0p2_0p4=0.2027 acc_corrupt_t_0p4_0p6=0.6558 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=398.4998 out_g_norm=0.0227 loss_all=2.5518 init_gold_top10=0.5440 init_gold_top100=0.5493 +step=61600 micro_steps=61600 elapsed=33.3s lr=3.000000e-04 loss=2.8338 loss_recon=2.8338 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5843 corrupt_frac=1.0000 acc_corrupt=0.5843 loss_corrupt=2.8338 wrong_frac=0.4990 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3768 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6546 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8370 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=398.7675 out_g_norm=0.0222 loss_all=2.7461 init_gold_top10=0.5062 init_gold_top100=0.5113 +step=61700 micro_steps=61700 elapsed=33.3s lr=3.000000e-04 loss=2.8517 loss_recon=2.8517 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5814 corrupt_frac=1.0000 acc_corrupt=0.5814 loss_corrupt=2.8517 wrong_frac=0.5037 init_acc_corrupt=0.4605 acc_corrupt_t_0p0_0p2=0.1075 corrupt_frac_t_0p0_0p2=0.2119 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6536 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8374 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9525 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=399.0380 out_g_norm=0.0224 loss_all=2.4533 init_gold_top10=0.5397 init_gold_top100=0.5453 +step=61800 micro_steps=61800 elapsed=33.1s lr=3.000000e-04 loss=2.8464 loss_recon=2.8464 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5819 corrupt_frac=1.0000 acc_corrupt=0.5819 loss_corrupt=2.8464 wrong_frac=0.5036 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3784 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6559 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=399.3052 out_g_norm=0.0222 loss_all=2.7064 init_gold_top10=0.5206 init_gold_top100=0.5259 +step=61900 micro_steps=61900 elapsed=33.2s lr=3.000000e-04 loss=2.8150 loss_recon=2.8150 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8150 wrong_frac=0.4990 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.1078 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3756 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6546 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=399.5736 out_g_norm=0.0225 loss_all=1.8930 init_gold_top10=0.5982 init_gold_top100=0.6006 +step=62000 micro_steps=62000 elapsed=33.3s lr=3.000000e-04 loss=2.8678 loss_recon=2.8678 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5802 corrupt_frac=1.0000 acc_corrupt=0.5802 loss_corrupt=2.8678 wrong_frac=0.5022 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3708 corrupt_frac_t_0p2_0p4=0.2011 acc_corrupt_t_0p4_0p6=0.6536 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8373 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=399.8506 out_g_norm=0.0226 loss_all=2.8513 init_gold_top10=0.4870 init_gold_top100=0.4924 +step=62100 micro_steps=62100 elapsed=34.9s lr=3.000000e-04 loss=2.8041 loss_recon=2.8041 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.8041 wrong_frac=0.4963 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3790 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6549 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8377 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.1992 out_w_norm=400.1148 out_g_norm=0.0222 loss_all=2.7259 init_gold_top10=0.5012 init_gold_top100=0.5064 +step=62200 micro_steps=62200 elapsed=33.4s lr=3.000000e-04 loss=2.8421 loss_recon=2.8421 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8421 wrong_frac=0.5005 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3721 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6548 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=400.3731 out_g_norm=0.0228 loss_all=2.7468 init_gold_top10=0.5034 init_gold_top100=0.5105 +step=62300 micro_steps=62300 elapsed=33.2s lr=3.000000e-04 loss=2.7492 loss_recon=2.7492 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5933 corrupt_frac=1.0000 acc_corrupt=0.5933 loss_corrupt=2.7492 wrong_frac=0.4972 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3895 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.2122 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=400.6288 out_g_norm=0.0223 loss_all=3.1318 init_gold_top10=0.4609 init_gold_top100=0.4659 +step=62400 micro_steps=62400 elapsed=33.3s lr=3.000000e-04 loss=2.7942 loss_recon=2.7942 loss_meanflow=0.0000 mean_model_t=0.5069 mean_corrupt_t=0.5069 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7942 wrong_frac=0.4930 init_acc_corrupt=0.4729 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2055 acc_corrupt_t_0p2_0p4=0.3791 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6562 corrupt_frac_t_0p4_0p6=0.1812 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2137 out_w_norm=400.8930 out_g_norm=0.0225 loss_all=2.4987 init_gold_top10=0.5400 init_gold_top100=0.5445 +step=62500 micro_steps=62500 elapsed=33.5s lr=3.000000e-04 loss=2.7972 loss_recon=2.7972 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7972 wrong_frac=0.4971 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.1926 acc_corrupt_t_0p2_0p4=0.3707 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6506 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=401.1587 out_g_norm=0.0225 loss_all=2.6778 init_gold_top10=0.5410 init_gold_top100=0.5457 +step=62600 micro_steps=62600 elapsed=33.4s lr=3.000000e-04 loss=2.8281 loss_recon=2.8281 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8281 wrong_frac=0.5013 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.0987 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.1875 acc_corrupt_t_0p4_0p6=0.6573 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=401.4205 out_g_norm=0.0221 loss_all=2.3271 init_gold_top10=0.5535 init_gold_top100=0.5591 +step=62700 micro_steps=62700 elapsed=33.2s lr=3.000000e-04 loss=2.8212 loss_recon=2.8212 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5852 corrupt_frac=1.0000 acc_corrupt=0.5852 loss_corrupt=2.8212 wrong_frac=0.5006 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.0972 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6525 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8335 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=401.6854 out_g_norm=0.0221 loss_all=2.8657 init_gold_top10=0.4898 init_gold_top100=0.4970 +step=62800 micro_steps=62800 elapsed=33.2s lr=3.000000e-04 loss=2.8130 loss_recon=2.8130 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.8130 wrong_frac=0.4974 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.0968 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3758 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6530 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8358 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=401.9472 out_g_norm=0.0221 loss_all=3.0013 init_gold_top10=0.4508 init_gold_top100=0.4539 +step=62900 micro_steps=62900 elapsed=33.4s lr=3.000000e-04 loss=2.7739 loss_recon=2.7739 loss_meanflow=0.0000 mean_model_t=0.5072 mean_corrupt_t=0.5072 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5916 corrupt_frac=1.0000 acc_corrupt=0.5916 loss_corrupt=2.7739 wrong_frac=0.4929 init_acc_corrupt=0.4733 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3772 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6539 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8335 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=402.2133 out_g_norm=0.0222 loss_all=2.5241 init_gold_top10=0.5011 init_gold_top100=0.5068 +step=63000 micro_steps=63000 elapsed=33.3s lr=3.000000e-04 loss=2.7905 loss_recon=2.7905 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5888 corrupt_frac=1.0000 acc_corrupt=0.5888 loss_corrupt=2.7905 wrong_frac=0.4969 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3776 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6574 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=402.4778 out_g_norm=0.0230 loss_all=2.9081 init_gold_top10=0.5053 init_gold_top100=0.5127 +step=63100 micro_steps=63100 elapsed=34.6s lr=3.000000e-04 loss=2.7351 loss_recon=2.7351 loss_meanflow=0.0000 mean_model_t=0.5092 mean_corrupt_t=0.5092 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5986 corrupt_frac=1.0000 acc_corrupt=0.5986 loss_corrupt=2.7351 wrong_frac=0.4910 init_acc_corrupt=0.4758 acc_corrupt_t_0p0_0p2=0.1109 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3798 corrupt_frac_t_0p2_0p4=0.1756 acc_corrupt_t_0p4_0p6=0.6630 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8392 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2128 out_w_norm=402.7455 out_g_norm=0.0226 loss_all=2.0452 init_gold_top10=0.5916 init_gold_top100=0.5948 +step=63200 micro_steps=63200 elapsed=33.4s lr=3.000000e-04 loss=2.7635 loss_recon=2.7635 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5915 corrupt_frac=1.0000 acc_corrupt=0.5915 loss_corrupt=2.7635 wrong_frac=0.4938 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3752 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6574 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8300 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=403.0058 out_g_norm=0.0225 loss_all=2.6785 init_gold_top10=0.5211 init_gold_top100=0.5258 +step=63300 micro_steps=63300 elapsed=33.4s lr=3.000000e-04 loss=2.8307 loss_recon=2.8307 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5826 corrupt_frac=1.0000 acc_corrupt=0.5826 loss_corrupt=2.8307 wrong_frac=0.5027 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.0960 corrupt_frac_t_0p0_0p2=0.2017 acc_corrupt_t_0p2_0p4=0.3722 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6558 corrupt_frac_t_0p4_0p6=0.2039 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.2119 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=403.2618 out_g_norm=0.0222 loss_all=2.5811 init_gold_top10=0.5350 init_gold_top100=0.5383 +step=63400 micro_steps=63400 elapsed=33.6s lr=3.000000e-04 loss=2.8677 loss_recon=2.8677 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5791 corrupt_frac=1.0000 acc_corrupt=0.5791 loss_corrupt=2.8677 wrong_frac=0.5057 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3796 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6555 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=403.5193 out_g_norm=0.0228 loss_all=2.9341 init_gold_top10=0.4893 init_gold_top100=0.4964 +step=63500 micro_steps=63500 elapsed=33.2s lr=3.000000e-04 loss=2.7780 loss_recon=2.7780 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7780 wrong_frac=0.4973 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6588 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8333 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2119 out_w_norm=403.7767 out_g_norm=0.0219 loss_all=2.2132 init_gold_top10=0.5681 init_gold_top100=0.5709 +step=63600 micro_steps=63600 elapsed=33.2s lr=3.000000e-04 loss=2.8542 loss_recon=2.8542 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5799 corrupt_frac=1.0000 acc_corrupt=0.5799 loss_corrupt=2.8542 wrong_frac=0.5054 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3723 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6597 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8365 corrupt_frac_t_0p6_0p8=0.1841 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=404.0396 out_g_norm=0.0223 loss_all=3.0015 init_gold_top10=0.4699 init_gold_top100=0.4762 +step=63700 micro_steps=63700 elapsed=33.4s lr=3.000000e-04 loss=2.8180 loss_recon=2.8180 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5848 corrupt_frac=1.0000 acc_corrupt=0.5848 loss_corrupt=2.8180 wrong_frac=0.5009 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3763 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6574 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=404.3021 out_g_norm=0.0222 loss_all=3.0622 init_gold_top10=0.4611 init_gold_top100=0.4678 +step=63800 micro_steps=63800 elapsed=33.4s lr=3.000000e-04 loss=2.8798 loss_recon=2.8798 loss_meanflow=0.0000 mean_model_t=0.4927 mean_corrupt_t=0.4927 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5764 corrupt_frac=1.0000 acc_corrupt=0.5764 loss_corrupt=2.8798 wrong_frac=0.5071 init_acc_corrupt=0.4573 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.2131 acc_corrupt_t_0p2_0p4=0.3757 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6609 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=404.5607 out_g_norm=0.0233 loss_all=2.4538 init_gold_top10=0.5490 init_gold_top100=0.5533 +step=63900 micro_steps=63900 elapsed=33.3s lr=3.000000e-04 loss=2.7995 loss_recon=2.7995 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7995 wrong_frac=0.4965 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3791 corrupt_frac_t_0p2_0p4=0.1837 acc_corrupt_t_0p4_0p6=0.6598 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8351 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=404.8192 out_g_norm=0.0229 loss_all=2.6334 init_gold_top10=0.5088 init_gold_top100=0.5136 +step=64000 micro_steps=64000 elapsed=33.3s lr=3.000000e-04 loss=2.8388 loss_recon=2.8388 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5831 corrupt_frac=1.0000 acc_corrupt=0.5831 loss_corrupt=2.8388 wrong_frac=0.4996 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3741 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6580 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8343 corrupt_frac_t_0p6_0p8=0.1819 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=405.0833 out_g_norm=0.0221 loss_all=2.8263 init_gold_top10=0.4911 init_gold_top100=0.4960 +step=64100 micro_steps=64100 elapsed=34.8s lr=3.000000e-04 loss=2.7862 loss_recon=2.7862 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5883 corrupt_frac=1.0000 acc_corrupt=0.5883 loss_corrupt=2.7862 wrong_frac=0.4978 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3805 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6568 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8314 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=405.3514 out_g_norm=0.0222 loss_all=2.7284 init_gold_top10=0.4866 init_gold_top100=0.4934 +step=64200 micro_steps=64200 elapsed=33.3s lr=3.000000e-04 loss=2.7976 loss_recon=2.7976 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5878 corrupt_frac=1.0000 acc_corrupt=0.5878 loss_corrupt=2.7976 wrong_frac=0.4985 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6567 corrupt_frac_t_0p4_0p6=0.2083 acc_corrupt_t_0p6_0p8=0.8373 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=405.6168 out_g_norm=0.0221 loss_all=2.8613 init_gold_top10=0.4873 init_gold_top100=0.4933 +step=64300 micro_steps=64300 elapsed=33.2s lr=3.000000e-04 loss=2.7753 loss_recon=2.7753 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7753 wrong_frac=0.4948 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3810 corrupt_frac_t_0p2_0p4=0.2099 acc_corrupt_t_0p4_0p6=0.6573 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8365 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=405.8824 out_g_norm=0.0225 loss_all=2.6422 init_gold_top10=0.5362 init_gold_top100=0.5439 +step=64400 micro_steps=64400 elapsed=33.2s lr=3.000000e-04 loss=2.8006 loss_recon=2.8006 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.8006 wrong_frac=0.4973 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3795 corrupt_frac_t_0p2_0p4=0.1866 acc_corrupt_t_0p4_0p6=0.6580 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8347 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=406.1520 out_g_norm=0.0219 loss_all=2.5767 init_gold_top10=0.5368 init_gold_top100=0.5427 +step=64500 micro_steps=64500 elapsed=33.3s lr=3.000000e-04 loss=2.9005 loss_recon=2.9005 loss_meanflow=0.0000 mean_model_t=0.4927 mean_corrupt_t=0.4927 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5765 corrupt_frac=1.0000 acc_corrupt=0.5765 loss_corrupt=2.9005 wrong_frac=0.5073 init_acc_corrupt=0.4578 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.2144 acc_corrupt_t_0p2_0p4=0.3713 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6589 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8358 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=406.4126 out_g_norm=0.0222 loss_all=2.2005 init_gold_top10=0.5561 init_gold_top100=0.5613 +step=64600 micro_steps=64600 elapsed=33.3s lr=3.000000e-04 loss=2.7991 loss_recon=2.7991 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5883 corrupt_frac=1.0000 acc_corrupt=0.5883 loss_corrupt=2.7991 wrong_frac=0.4975 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3784 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=406.6662 out_g_norm=0.0225 loss_all=3.4462 init_gold_top10=0.4410 init_gold_top100=0.4498 +step=64700 micro_steps=64700 elapsed=33.4s lr=3.000000e-04 loss=2.9063 loss_recon=2.9063 loss_meanflow=0.0000 mean_model_t=0.4912 mean_corrupt_t=0.4912 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5741 corrupt_frac=1.0000 acc_corrupt=0.5741 loss_corrupt=2.9063 wrong_frac=0.5087 init_acc_corrupt=0.4554 acc_corrupt_t_0p0_0p2=0.0979 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3755 corrupt_frac_t_0p2_0p4=0.2064 acc_corrupt_t_0p4_0p6=0.6542 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8329 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.1875 out_w_norm=406.9169 out_g_norm=0.0224 loss_all=2.4543 init_gold_top10=0.5112 init_gold_top100=0.5168 +step=64800 micro_steps=64800 elapsed=33.6s lr=3.000000e-04 loss=2.7777 loss_recon=2.7777 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7777 wrong_frac=0.4950 init_acc_corrupt=0.4709 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.1850 acc_corrupt_t_0p2_0p4=0.3814 corrupt_frac_t_0p2_0p4=0.2122 acc_corrupt_t_0p4_0p6=0.6533 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=407.1781 out_g_norm=0.0222 loss_all=2.6227 init_gold_top10=0.5079 init_gold_top100=0.5124 +step=64900 micro_steps=64900 elapsed=33.5s lr=3.000000e-04 loss=2.7651 loss_recon=2.7651 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5940 corrupt_frac=1.0000 acc_corrupt=0.5940 loss_corrupt=2.7651 wrong_frac=0.4945 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3871 corrupt_frac_t_0p2_0p4=0.2014 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=407.4347 out_g_norm=0.0224 loss_all=1.8614 init_gold_top10=0.5557 init_gold_top100=0.5593 +step=65000 micro_steps=65000 elapsed=33.5s lr=3.000000e-04 loss=2.8339 loss_recon=2.8339 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8339 wrong_frac=0.5028 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.2122 acc_corrupt_t_0p4_0p6=0.6607 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=407.6883 out_g_norm=0.0217 loss_all=2.4814 init_gold_top10=0.5297 init_gold_top100=0.5337 +step=65100 micro_steps=65100 elapsed=34.9s lr=3.000000e-04 loss=2.7393 loss_recon=2.7393 loss_meanflow=0.0000 mean_model_t=0.5122 mean_corrupt_t=0.5122 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5957 corrupt_frac=1.0000 acc_corrupt=0.5957 loss_corrupt=2.7393 wrong_frac=0.4876 init_acc_corrupt=0.4793 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3762 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6543 corrupt_frac_t_0p4_0p6=0.2141 acc_corrupt_t_0p6_0p8=0.8370 corrupt_frac_t_0p6_0p8=0.1862 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2181 out_w_norm=407.9446 out_g_norm=0.0217 loss_all=2.7658 init_gold_top10=0.5172 init_gold_top100=0.5238 +step=65200 micro_steps=65200 elapsed=33.4s lr=3.000000e-04 loss=2.7194 loss_recon=2.7194 loss_meanflow=0.0000 mean_model_t=0.5121 mean_corrupt_t=0.5121 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5988 corrupt_frac=1.0000 acc_corrupt=0.5988 loss_corrupt=2.7194 wrong_frac=0.4879 init_acc_corrupt=0.4789 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3813 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6605 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2131 out_w_norm=408.2039 out_g_norm=0.0222 loss_all=3.2445 init_gold_top10=0.4712 init_gold_top100=0.4780 +step=65300 micro_steps=65300 elapsed=33.5s lr=3.000000e-04 loss=2.7809 loss_recon=2.7809 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5915 corrupt_frac=1.0000 acc_corrupt=0.5915 loss_corrupt=2.7809 wrong_frac=0.4941 init_acc_corrupt=0.4718 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.3728 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6612 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8337 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2156 out_w_norm=408.4710 out_g_norm=0.0229 loss_all=1.5435 init_gold_top10=0.5749 init_gold_top100=0.5786 +step=65400 micro_steps=65400 elapsed=33.3s lr=3.000000e-04 loss=2.8219 loss_recon=2.8219 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5842 corrupt_frac=1.0000 acc_corrupt=0.5842 loss_corrupt=2.8219 wrong_frac=0.5010 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3781 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6594 corrupt_frac_t_0p4_0p6=0.1878 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=408.7269 out_g_norm=0.0219 loss_all=2.5675 init_gold_top10=0.5388 init_gold_top100=0.5435 +step=65500 micro_steps=65500 elapsed=33.4s lr=3.000000e-04 loss=2.8333 loss_recon=2.8333 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5832 corrupt_frac=1.0000 acc_corrupt=0.5832 loss_corrupt=2.8333 wrong_frac=0.5007 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6560 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=408.9761 out_g_norm=0.0220 loss_all=2.6189 init_gold_top10=0.4936 init_gold_top100=0.4976 +step=65600 micro_steps=65600 elapsed=33.5s lr=3.000000e-04 loss=2.8769 loss_recon=2.8769 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5786 corrupt_frac=1.0000 acc_corrupt=0.5786 loss_corrupt=2.8769 wrong_frac=0.5061 init_acc_corrupt=0.4585 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2116 acc_corrupt_t_0p2_0p4=0.3756 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6598 corrupt_frac_t_0p4_0p6=0.2162 acc_corrupt_t_0p6_0p8=0.8330 corrupt_frac_t_0p6_0p8=0.1806 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=409.2340 out_g_norm=0.0226 loss_all=2.9469 init_gold_top10=0.4757 init_gold_top100=0.4811 +step=65700 micro_steps=65700 elapsed=34.5s lr=3.000000e-04 loss=2.8454 loss_recon=2.8454 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5829 corrupt_frac=1.0000 acc_corrupt=0.5829 loss_corrupt=2.8454 wrong_frac=0.5033 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3748 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6633 corrupt_frac_t_0p4_0p6=0.2166 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.1878 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=409.4912 out_g_norm=0.0221 loss_all=3.2848 init_gold_top10=0.4879 init_gold_top100=0.4938 +step=65800 micro_steps=65800 elapsed=35.8s lr=3.000000e-04 loss=2.7954 loss_recon=2.7954 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5881 corrupt_frac=1.0000 acc_corrupt=0.5881 loss_corrupt=2.7954 wrong_frac=0.4983 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3838 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6631 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=409.7546 out_g_norm=0.0217 loss_all=2.4228 init_gold_top10=0.5705 init_gold_top100=0.5767 +step=65900 micro_steps=65900 elapsed=35.0s lr=3.000000e-04 loss=2.7456 loss_recon=2.7456 loss_meanflow=0.0000 mean_model_t=0.5099 mean_corrupt_t=0.5099 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5954 corrupt_frac=1.0000 acc_corrupt=0.5954 loss_corrupt=2.7456 wrong_frac=0.4904 init_acc_corrupt=0.4767 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3795 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6577 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.2131 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=410.0178 out_g_norm=0.0220 loss_all=3.0095 init_gold_top10=0.4750 init_gold_top100=0.4806 +step=66000 micro_steps=66000 elapsed=33.6s lr=3.000000e-04 loss=2.8341 loss_recon=2.8341 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5819 corrupt_frac=1.0000 acc_corrupt=0.5819 loss_corrupt=2.8341 wrong_frac=0.5033 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.0996 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3777 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6559 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8330 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=410.2833 out_g_norm=0.0216 loss_all=2.8088 init_gold_top10=0.4890 init_gold_top100=0.4943 +step=66100 micro_steps=66100 elapsed=35.4s lr=3.000000e-04 loss=2.9108 loss_recon=2.9108 loss_meanflow=0.0000 mean_model_t=0.4898 mean_corrupt_t=0.4898 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5746 corrupt_frac=1.0000 acc_corrupt=0.5746 loss_corrupt=2.9108 wrong_frac=0.5099 init_acc_corrupt=0.4550 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2163 acc_corrupt_t_0p2_0p4=0.3812 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6530 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1868 out_w_norm=410.5349 out_g_norm=0.0218 loss_all=2.7582 init_gold_top10=0.5164 init_gold_top100=0.5239 +step=66200 micro_steps=66200 elapsed=34.0s lr=3.000000e-04 loss=2.8262 loss_recon=2.8262 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8262 wrong_frac=0.5040 init_acc_corrupt=0.4606 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3855 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6635 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1951 out_w_norm=410.7913 out_g_norm=0.0222 loss_all=2.3034 init_gold_top10=0.5600 init_gold_top100=0.5656 +step=66300 micro_steps=66300 elapsed=33.5s lr=3.000000e-04 loss=2.8276 loss_recon=2.8276 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8276 wrong_frac=0.5039 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.0984 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3732 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6612 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8343 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=411.0536 out_g_norm=0.0217 loss_all=2.6796 init_gold_top10=0.5115 init_gold_top100=0.5186 +step=66400 micro_steps=66400 elapsed=33.5s lr=3.000000e-04 loss=2.8070 loss_recon=2.8070 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8070 wrong_frac=0.4963 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6545 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=411.3057 out_g_norm=0.0213 loss_all=2.9101 init_gold_top10=0.4640 init_gold_top100=0.4688 +step=66500 micro_steps=66500 elapsed=33.2s lr=3.000000e-04 loss=2.8715 loss_recon=2.8715 loss_meanflow=0.0000 mean_model_t=0.4921 mean_corrupt_t=0.4921 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5773 corrupt_frac=1.0000 acc_corrupt=0.5773 loss_corrupt=2.8715 wrong_frac=0.5076 init_acc_corrupt=0.4577 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.2134 acc_corrupt_t_0p4_0p6=0.6555 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8330 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1862 out_w_norm=411.5658 out_g_norm=0.0214 loss_all=2.3907 init_gold_top10=0.5466 init_gold_top100=0.5499 +step=66600 micro_steps=66600 elapsed=33.1s lr=3.000000e-04 loss=2.8050 loss_recon=2.8050 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5878 corrupt_frac=1.0000 acc_corrupt=0.5878 loss_corrupt=2.8050 wrong_frac=0.4992 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3771 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6605 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8339 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=411.8205 out_g_norm=0.0216 loss_all=2.9003 init_gold_top10=0.4818 init_gold_top100=0.4867 +step=66700 micro_steps=66700 elapsed=33.1s lr=3.000000e-04 loss=2.7729 loss_recon=2.7729 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5918 corrupt_frac=1.0000 acc_corrupt=0.5918 loss_corrupt=2.7729 wrong_frac=0.4941 init_acc_corrupt=0.4723 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6577 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.2206 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=412.0785 out_g_norm=0.0226 loss_all=2.2756 init_gold_top10=0.5160 init_gold_top100=0.5220 +step=66800 micro_steps=66800 elapsed=33.4s lr=3.000000e-04 loss=2.7254 loss_recon=2.7254 loss_meanflow=0.0000 mean_model_t=0.5114 mean_corrupt_t=0.5114 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5976 corrupt_frac=1.0000 acc_corrupt=0.5976 loss_corrupt=2.7254 wrong_frac=0.4891 init_acc_corrupt=0.4781 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1869 acc_corrupt_t_0p2_0p4=0.3802 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6586 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=412.3332 out_g_norm=0.0217 loss_all=3.2596 init_gold_top10=0.4171 init_gold_top100=0.4226 +step=66900 micro_steps=66900 elapsed=33.6s lr=3.000000e-04 loss=2.8808 loss_recon=2.8808 loss_meanflow=0.0000 mean_model_t=0.4926 mean_corrupt_t=0.4926 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5776 corrupt_frac=1.0000 acc_corrupt=0.5776 loss_corrupt=2.8808 wrong_frac=0.5075 init_acc_corrupt=0.4575 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3787 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6578 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1800 out_w_norm=412.5886 out_g_norm=0.0214 loss_all=2.2715 init_gold_top10=0.5529 init_gold_top100=0.5574 +step=67000 micro_steps=67000 elapsed=33.2s lr=3.000000e-04 loss=2.7910 loss_recon=2.7910 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5886 corrupt_frac=1.0000 acc_corrupt=0.5886 loss_corrupt=2.7910 wrong_frac=0.4973 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.3787 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6594 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=412.8494 out_g_norm=0.0218 loss_all=1.9697 init_gold_top10=0.5731 init_gold_top100=0.5757 +step=67100 micro_steps=67100 elapsed=34.5s lr=3.000000e-04 loss=2.7402 loss_recon=2.7402 loss_meanflow=0.0000 mean_model_t=0.5084 mean_corrupt_t=0.5084 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7402 wrong_frac=0.4916 init_acc_corrupt=0.4745 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1935 acc_corrupt_t_0p2_0p4=0.3794 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6547 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8329 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2097 out_w_norm=413.1061 out_g_norm=0.0214 loss_all=2.0159 init_gold_top10=0.5833 init_gold_top100=0.5871 +step=67200 micro_steps=67200 elapsed=33.2s lr=3.000000e-04 loss=2.8136 loss_recon=2.8136 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5854 corrupt_frac=1.0000 acc_corrupt=0.5854 loss_corrupt=2.8136 wrong_frac=0.5005 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.1957 acc_corrupt_t_0p2_0p4=0.3761 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6531 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8326 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=413.3595 out_g_norm=0.0215 loss_all=2.5605 init_gold_top10=0.5190 init_gold_top100=0.5227 +step=67300 micro_steps=67300 elapsed=33.1s lr=3.000000e-04 loss=2.7879 loss_recon=2.7879 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.7879 wrong_frac=0.5000 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3870 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6571 corrupt_frac_t_0p4_0p6=0.2074 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=413.6189 out_g_norm=0.0213 loss_all=2.4922 init_gold_top10=0.5418 init_gold_top100=0.5466 +step=67400 micro_steps=67400 elapsed=33.1s lr=3.000000e-04 loss=2.8020 loss_recon=2.8020 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.8020 wrong_frac=0.4991 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1096 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3757 corrupt_frac_t_0p2_0p4=0.1875 acc_corrupt_t_0p4_0p6=0.6616 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.2147 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=413.8671 out_g_norm=0.0226 loss_all=2.5981 init_gold_top10=0.5377 init_gold_top100=0.5437 +step=67500 micro_steps=67500 elapsed=33.3s lr=3.000000e-04 loss=2.7850 loss_recon=2.7850 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5904 corrupt_frac=1.0000 acc_corrupt=0.5904 loss_corrupt=2.7850 wrong_frac=0.4970 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6576 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=414.1305 out_g_norm=0.0218 loss_all=2.8886 init_gold_top10=0.4758 init_gold_top100=0.4822 +step=67600 micro_steps=67600 elapsed=33.1s lr=3.000000e-04 loss=2.8728 loss_recon=2.8728 loss_meanflow=0.0000 mean_model_t=0.4921 mean_corrupt_t=0.4921 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5773 corrupt_frac=1.0000 acc_corrupt=0.5773 loss_corrupt=2.8728 wrong_frac=0.5077 init_acc_corrupt=0.4556 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3717 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6571 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8351 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9503 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=414.3932 out_g_norm=0.0212 loss_all=3.0304 init_gold_top10=0.4336 init_gold_top100=0.4386 +step=67700 micro_steps=67700 elapsed=33.1s lr=3.000000e-04 loss=2.8111 loss_recon=2.8111 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8111 wrong_frac=0.5003 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3817 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6626 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=414.6516 out_g_norm=0.0221 loss_all=2.5334 init_gold_top10=0.5297 init_gold_top100=0.5335 +step=67800 micro_steps=67800 elapsed=33.2s lr=3.000000e-04 loss=2.8094 loss_recon=2.8094 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.8094 wrong_frac=0.4967 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3737 corrupt_frac_t_0p2_0p4=0.1872 acc_corrupt_t_0p4_0p6=0.6596 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8331 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=414.9195 out_g_norm=0.0217 loss_all=3.2564 init_gold_top10=0.4362 init_gold_top100=0.4437 +step=67900 micro_steps=67900 elapsed=33.2s lr=3.000000e-04 loss=2.7980 loss_recon=2.7980 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.7980 wrong_frac=0.4984 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6529 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=415.1750 out_g_norm=0.0212 loss_all=2.9783 init_gold_top10=0.4871 init_gold_top100=0.4940 +step=68000 micro_steps=68000 elapsed=33.1s lr=3.000000e-04 loss=2.8006 loss_recon=2.8006 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8006 wrong_frac=0.4988 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6567 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=415.4286 out_g_norm=0.0215 loss_all=2.5126 init_gold_top10=0.5158 init_gold_top100=0.5200 +step=68100 micro_steps=68100 elapsed=34.5s lr=3.000000e-04 loss=2.8179 loss_recon=2.8179 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5857 corrupt_frac=1.0000 acc_corrupt=0.5857 loss_corrupt=2.8179 wrong_frac=0.4980 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3745 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6550 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=415.6793 out_g_norm=0.0213 loss_all=2.9501 init_gold_top10=0.4775 init_gold_top100=0.4842 +step=68200 micro_steps=68200 elapsed=33.1s lr=3.000000e-04 loss=2.7513 loss_recon=2.7513 loss_meanflow=0.0000 mean_model_t=0.5081 mean_corrupt_t=0.5081 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5938 corrupt_frac=1.0000 acc_corrupt=0.5938 loss_corrupt=2.7513 wrong_frac=0.4918 init_acc_corrupt=0.4752 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3825 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=415.9323 out_g_norm=0.0212 loss_all=3.1054 init_gold_top10=0.4607 init_gold_top100=0.4666 +step=68300 micro_steps=68300 elapsed=33.2s lr=3.000000e-04 loss=2.7499 loss_recon=2.7499 loss_meanflow=0.0000 mean_model_t=0.5070 mean_corrupt_t=0.5070 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5947 corrupt_frac=1.0000 acc_corrupt=0.5947 loss_corrupt=2.7499 wrong_frac=0.4924 init_acc_corrupt=0.4739 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.2014 acc_corrupt_t_0p4_0p6=0.6604 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.1985 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2134 out_w_norm=416.1844 out_g_norm=0.0217 loss_all=2.3360 init_gold_top10=0.5555 init_gold_top100=0.5608 +step=68400 micro_steps=68400 elapsed=33.2s lr=3.000000e-04 loss=2.7481 loss_recon=2.7481 loss_meanflow=0.0000 mean_model_t=0.5088 mean_corrupt_t=0.5088 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5937 corrupt_frac=1.0000 acc_corrupt=0.5937 loss_corrupt=2.7481 wrong_frac=0.4918 init_acc_corrupt=0.4745 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3776 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6524 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8341 corrupt_frac_t_0p6_0p8=0.2213 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=416.4522 out_g_norm=0.0217 loss_all=2.9898 init_gold_top10=0.4909 init_gold_top100=0.4983 +step=68500 micro_steps=68500 elapsed=33.3s lr=3.000000e-04 loss=2.8783 loss_recon=2.8783 loss_meanflow=0.0000 mean_model_t=0.4922 mean_corrupt_t=0.4922 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5773 corrupt_frac=1.0000 acc_corrupt=0.5773 loss_corrupt=2.8783 wrong_frac=0.5077 init_acc_corrupt=0.4582 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.2134 acc_corrupt_t_0p2_0p4=0.3845 corrupt_frac_t_0p2_0p4=0.1957 acc_corrupt_t_0p4_0p6=0.6568 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=416.7064 out_g_norm=0.0213 loss_all=2.8792 init_gold_top10=0.4709 init_gold_top100=0.4762 +step=68600 micro_steps=68600 elapsed=33.2s lr=3.000000e-04 loss=2.7483 loss_recon=2.7483 loss_meanflow=0.0000 mean_model_t=0.5082 mean_corrupt_t=0.5082 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5957 corrupt_frac=1.0000 acc_corrupt=0.5957 loss_corrupt=2.7483 wrong_frac=0.4918 init_acc_corrupt=0.4756 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.1888 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8331 corrupt_frac_t_0p6_0p8=0.2122 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=416.9544 out_g_norm=0.0213 loss_all=2.3787 init_gold_top10=0.5096 init_gold_top100=0.5122 +step=68700 micro_steps=68700 elapsed=33.2s lr=3.000000e-04 loss=2.8062 loss_recon=2.8062 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.8062 wrong_frac=0.4996 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.0970 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6604 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=417.2035 out_g_norm=0.0211 loss_all=2.5060 init_gold_top10=0.5424 init_gold_top100=0.5484 +step=68800 micro_steps=68800 elapsed=33.0s lr=3.000000e-04 loss=2.8302 loss_recon=2.8302 loss_meanflow=0.0000 mean_model_t=0.4927 mean_corrupt_t=0.4927 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5831 corrupt_frac=1.0000 acc_corrupt=0.5831 loss_corrupt=2.8302 wrong_frac=0.5073 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.0958 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3855 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=417.4588 out_g_norm=0.0219 loss_all=3.1005 init_gold_top10=0.4541 init_gold_top100=0.4602 +step=68900 micro_steps=68900 elapsed=33.2s lr=3.000000e-04 loss=2.8112 loss_recon=2.8112 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.8112 wrong_frac=0.4993 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.0967 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6553 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8345 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=417.7103 out_g_norm=0.0213 loss_all=2.7671 init_gold_top10=0.4855 init_gold_top100=0.4925 +step=69000 micro_steps=69000 elapsed=33.1s lr=3.000000e-04 loss=2.8606 loss_recon=2.8606 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5805 corrupt_frac=1.0000 acc_corrupt=0.5805 loss_corrupt=2.8606 wrong_frac=0.5060 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.2141 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.2055 acc_corrupt_t_0p6_0p8=0.8383 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=417.9707 out_g_norm=0.0212 loss_all=2.5448 init_gold_top10=0.5366 init_gold_top100=0.5416 +step=69100 micro_steps=69100 elapsed=34.6s lr=3.000000e-04 loss=2.8938 loss_recon=2.8938 loss_meanflow=0.0000 mean_model_t=0.4907 mean_corrupt_t=0.4907 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5753 corrupt_frac=1.0000 acc_corrupt=0.5753 loss_corrupt=2.8938 wrong_frac=0.5094 init_acc_corrupt=0.4542 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2121 acc_corrupt_t_0p2_0p4=0.3743 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6575 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=418.2284 out_g_norm=0.0216 loss_all=2.7498 init_gold_top10=0.4894 init_gold_top100=0.4951 +step=69200 micro_steps=69200 elapsed=33.1s lr=3.000000e-04 loss=2.8642 loss_recon=2.8642 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5810 corrupt_frac=1.0000 acc_corrupt=0.5810 loss_corrupt=2.8642 wrong_frac=0.5026 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3736 corrupt_frac_t_0p2_0p4=0.2131 acc_corrupt_t_0p4_0p6=0.6594 corrupt_frac_t_0p4_0p6=0.1847 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=418.4831 out_g_norm=0.0212 loss_all=2.3807 init_gold_top10=0.5488 init_gold_top100=0.5525 +step=69300 micro_steps=69300 elapsed=33.4s lr=3.000000e-04 loss=2.8512 loss_recon=2.8512 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5815 corrupt_frac=1.0000 acc_corrupt=0.5815 loss_corrupt=2.8512 wrong_frac=0.5031 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3744 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6570 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8365 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=418.7351 out_g_norm=0.0214 loss_all=1.7905 init_gold_top10=0.6000 init_gold_top100=0.6019 +step=69400 micro_steps=69400 elapsed=33.5s lr=3.000000e-04 loss=2.8368 loss_recon=2.8368 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5829 corrupt_frac=1.0000 acc_corrupt=0.5829 loss_corrupt=2.8368 wrong_frac=0.5035 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.0972 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3771 corrupt_frac_t_0p2_0p4=0.2128 acc_corrupt_t_0p4_0p6=0.6565 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=418.9890 out_g_norm=0.0213 loss_all=2.7349 init_gold_top10=0.4960 init_gold_top100=0.5008 +step=69500 micro_steps=69500 elapsed=33.3s lr=3.000000e-04 loss=2.7781 loss_recon=2.7781 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7781 wrong_frac=0.4958 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6575 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2119 out_w_norm=419.2406 out_g_norm=0.0209 loss_all=2.2952 init_gold_top10=0.5338 init_gold_top100=0.5359 +step=69600 micro_steps=69600 elapsed=33.5s lr=3.000000e-04 loss=2.8560 loss_recon=2.8560 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5806 corrupt_frac=1.0000 acc_corrupt=0.5806 loss_corrupt=2.8560 wrong_frac=0.5040 init_acc_corrupt=0.4605 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3805 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6559 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=419.4997 out_g_norm=0.0222 loss_all=2.5405 init_gold_top10=0.5280 init_gold_top100=0.5315 +step=69700 micro_steps=69700 elapsed=33.4s lr=3.000000e-04 loss=2.8604 loss_recon=2.8604 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5801 corrupt_frac=1.0000 acc_corrupt=0.5801 loss_corrupt=2.8604 wrong_frac=0.5043 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3815 corrupt_frac_t_0p2_0p4=0.2045 acc_corrupt_t_0p4_0p6=0.6581 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8349 corrupt_frac_t_0p6_0p8=0.1929 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=419.7469 out_g_norm=0.0212 loss_all=1.9162 init_gold_top10=0.6165 init_gold_top100=0.6201 +step=69800 micro_steps=69800 elapsed=33.4s lr=3.000000e-04 loss=2.8691 loss_recon=2.8691 loss_meanflow=0.0000 mean_model_t=0.4935 mean_corrupt_t=0.4935 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5793 corrupt_frac=1.0000 acc_corrupt=0.5793 loss_corrupt=2.8691 wrong_frac=0.5066 init_acc_corrupt=0.4571 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3739 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6591 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=419.9958 out_g_norm=0.0212 loss_all=2.8316 init_gold_top10=0.4910 init_gold_top100=0.4953 +step=69900 micro_steps=69900 elapsed=33.4s lr=3.000000e-04 loss=2.7537 loss_recon=2.7537 loss_meanflow=0.0000 mean_model_t=0.5070 mean_corrupt_t=0.5070 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7537 wrong_frac=0.4930 init_acc_corrupt=0.4731 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3758 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6630 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8336 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=420.2442 out_g_norm=0.0209 loss_all=2.4362 init_gold_top10=0.5374 init_gold_top100=0.5407 +step=70000 micro_steps=70000 elapsed=33.5s lr=3.000000e-04 loss=2.7983 loss_recon=2.7983 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.7983 wrong_frac=0.4982 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6612 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8347 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=420.4946 out_g_norm=0.0210 loss_all=3.6141 init_gold_top10=0.4224 init_gold_top100=0.4313 +step=70100 micro_steps=70100 elapsed=47.9s lr=3.000000e-04 loss=2.7385 loss_recon=2.7385 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7385 wrong_frac=0.4956 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.2023 acc_corrupt_t_0p4_0p6=0.6635 corrupt_frac_t_0p4_0p6=0.2209 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=420.7530 out_g_norm=0.0213 loss_all=2.4048 init_gold_top10=0.5077 init_gold_top100=0.5127 +step=70200 micro_steps=70200 elapsed=53.3s lr=3.000000e-04 loss=2.8300 loss_recon=2.8300 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5834 corrupt_frac=1.0000 acc_corrupt=0.5834 loss_corrupt=2.8300 wrong_frac=0.5036 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3801 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6522 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=421.0120 out_g_norm=0.0214 loss_all=2.6492 init_gold_top10=0.5111 init_gold_top100=0.5173 +step=70300 micro_steps=70300 elapsed=53.4s lr=3.000000e-04 loss=2.7937 loss_recon=2.7937 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7937 wrong_frac=0.4976 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3798 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6600 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=421.2669 out_g_norm=0.0208 loss_all=2.9252 init_gold_top10=0.4806 init_gold_top100=0.4864 +step=70400 micro_steps=70400 elapsed=53.2s lr=3.000000e-04 loss=2.8066 loss_recon=2.8066 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5870 corrupt_frac=1.0000 acc_corrupt=0.5870 loss_corrupt=2.8066 wrong_frac=0.4976 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3684 corrupt_frac_t_0p2_0p4=0.1976 acc_corrupt_t_0p4_0p6=0.6543 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8330 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=421.5210 out_g_norm=0.0209 loss_all=3.1054 init_gold_top10=0.4640 init_gold_top100=0.4693 +step=70500 micro_steps=70500 elapsed=53.1s lr=3.000000e-04 loss=2.8225 loss_recon=2.8225 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5850 corrupt_frac=1.0000 acc_corrupt=0.5850 loss_corrupt=2.8225 wrong_frac=0.5016 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.0966 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3723 corrupt_frac_t_0p2_0p4=0.2137 acc_corrupt_t_0p4_0p6=0.6584 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=421.7677 out_g_norm=0.0207 loss_all=2.8197 init_gold_top10=0.5005 init_gold_top100=0.5071 +step=70600 micro_steps=70600 elapsed=53.1s lr=3.000000e-04 loss=2.7835 loss_recon=2.7835 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7835 wrong_frac=0.4967 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3759 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6545 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8363 corrupt_frac_t_0p6_0p8=0.2147 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=422.0147 out_g_norm=0.0215 loss_all=3.1928 init_gold_top10=0.4406 init_gold_top100=0.4478 +step=70700 micro_steps=70700 elapsed=53.2s lr=3.000000e-04 loss=2.7693 loss_recon=2.7693 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7693 wrong_frac=0.4944 init_acc_corrupt=0.4711 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3765 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6606 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8359 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=422.2618 out_g_norm=0.0210 loss_all=2.4002 init_gold_top10=0.5652 init_gold_top100=0.5697 +step=70800 micro_steps=70800 elapsed=53.7s lr=3.000000e-04 loss=2.8299 loss_recon=2.8299 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8299 wrong_frac=0.5021 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.0989 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3783 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6614 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=422.5105 out_g_norm=0.0210 loss_all=2.5526 init_gold_top10=0.4491 init_gold_top100=0.4541 +step=70900 micro_steps=70900 elapsed=33.8s lr=3.000000e-04 loss=2.8508 loss_recon=2.8508 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5818 corrupt_frac=1.0000 acc_corrupt=0.5818 loss_corrupt=2.8508 wrong_frac=0.5039 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3724 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6600 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=422.7437 out_g_norm=0.0209 loss_all=2.8331 init_gold_top10=0.4851 init_gold_top100=0.4924 +step=71000 micro_steps=71000 elapsed=33.3s lr=3.000000e-04 loss=2.7880 loss_recon=2.7880 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7880 wrong_frac=0.4963 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.1989 acc_corrupt_t_0p4_0p6=0.6603 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8343 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=422.9852 out_g_norm=0.0214 loss_all=3.0294 init_gold_top10=0.4845 init_gold_top100=0.4933 +step=71100 micro_steps=71100 elapsed=34.7s lr=3.000000e-04 loss=2.7353 loss_recon=2.7353 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7353 wrong_frac=0.4934 init_acc_corrupt=0.4727 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6614 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8351 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=423.2450 out_g_norm=0.0218 loss_all=3.1589 init_gold_top10=0.4625 init_gold_top100=0.4696 +step=71200 micro_steps=71200 elapsed=33.2s lr=3.000000e-04 loss=2.8077 loss_recon=2.8077 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5865 corrupt_frac=1.0000 acc_corrupt=0.5865 loss_corrupt=2.8077 wrong_frac=0.5019 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1123 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3813 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6589 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8363 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=423.4966 out_g_norm=0.0212 loss_all=3.0137 init_gold_top10=0.4640 init_gold_top100=0.4704 +step=71300 micro_steps=71300 elapsed=33.3s lr=3.000000e-04 loss=2.8020 loss_recon=2.8020 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5877 corrupt_frac=1.0000 acc_corrupt=0.5877 loss_corrupt=2.8020 wrong_frac=0.4973 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3797 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6607 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8345 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=423.7418 out_g_norm=0.0205 loss_all=2.1509 init_gold_top10=0.5729 init_gold_top100=0.5770 +step=71400 micro_steps=71400 elapsed=33.4s lr=3.000000e-04 loss=2.7986 loss_recon=2.7986 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.7986 wrong_frac=0.4980 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3742 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6531 corrupt_frac_t_0p4_0p6=0.2128 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=424.0002 out_g_norm=0.0223 loss_all=2.3441 init_gold_top10=0.5345 init_gold_top100=0.5376 +step=71500 micro_steps=71500 elapsed=33.3s lr=3.000000e-04 loss=2.8480 loss_recon=2.8480 loss_meanflow=0.0000 mean_model_t=0.4932 mean_corrupt_t=0.4932 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5798 corrupt_frac=1.0000 acc_corrupt=0.5798 loss_corrupt=2.8480 wrong_frac=0.5072 init_acc_corrupt=0.4582 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3777 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6554 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8349 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=424.2527 out_g_norm=0.0208 loss_all=2.3272 init_gold_top10=0.5628 init_gold_top100=0.5674 +step=71600 micro_steps=71600 elapsed=33.4s lr=3.000000e-04 loss=2.8233 loss_recon=2.8233 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5857 corrupt_frac=1.0000 acc_corrupt=0.5857 loss_corrupt=2.8233 wrong_frac=0.5005 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3795 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6570 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8357 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=424.5067 out_g_norm=0.0206 loss_all=2.4756 init_gold_top10=0.5157 init_gold_top100=0.5209 +step=71700 micro_steps=71700 elapsed=33.2s lr=3.000000e-04 loss=2.8374 loss_recon=2.8374 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5831 corrupt_frac=1.0000 acc_corrupt=0.5831 loss_corrupt=2.8374 wrong_frac=0.5017 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3759 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6558 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=424.7480 out_g_norm=0.0207 loss_all=2.7139 init_gold_top10=0.5070 init_gold_top100=0.5112 +step=71800 micro_steps=71800 elapsed=33.3s lr=3.000000e-04 loss=2.7592 loss_recon=2.7592 loss_meanflow=0.0000 mean_model_t=0.5076 mean_corrupt_t=0.5076 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7592 wrong_frac=0.4925 init_acc_corrupt=0.4759 acc_corrupt_t_0p0_0p2=0.0956 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3840 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6602 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=424.9969 out_g_norm=0.0207 loss_all=2.3750 init_gold_top10=0.5560 init_gold_top100=0.5598 +step=71900 micro_steps=71900 elapsed=33.2s lr=3.000000e-04 loss=2.8860 loss_recon=2.8860 loss_meanflow=0.0000 mean_model_t=0.4890 mean_corrupt_t=0.4890 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5763 corrupt_frac=1.0000 acc_corrupt=0.5763 loss_corrupt=2.8860 wrong_frac=0.5113 init_acc_corrupt=0.4532 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.2122 acc_corrupt_t_0p4_0p6=0.6585 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=425.2465 out_g_norm=0.0213 loss_all=2.4930 init_gold_top10=0.5244 init_gold_top100=0.5278 +step=72000 micro_steps=72000 elapsed=33.2s lr=3.000000e-04 loss=2.8203 loss_recon=2.8203 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5855 corrupt_frac=1.0000 acc_corrupt=0.5855 loss_corrupt=2.8203 wrong_frac=0.4978 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3774 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6574 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.1834 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2166 out_w_norm=425.4943 out_g_norm=0.0210 loss_all=2.7698 init_gold_top10=0.5081 init_gold_top100=0.5138 +step=72100 micro_steps=72100 elapsed=34.7s lr=3.000000e-04 loss=2.7877 loss_recon=2.7877 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5895 corrupt_frac=1.0000 acc_corrupt=0.5895 loss_corrupt=2.7877 wrong_frac=0.4961 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3805 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6584 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=425.7409 out_g_norm=0.0208 loss_all=2.7365 init_gold_top10=0.5097 init_gold_top100=0.5161 +step=72200 micro_steps=72200 elapsed=33.5s lr=3.000000e-04 loss=2.8639 loss_recon=2.8639 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5801 corrupt_frac=1.0000 acc_corrupt=0.5801 loss_corrupt=2.8639 wrong_frac=0.5038 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3726 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6568 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8386 corrupt_frac_t_0p6_0p8=0.1862 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=425.9868 out_g_norm=0.0208 loss_all=2.5451 init_gold_top10=0.5287 init_gold_top100=0.5330 +step=72300 micro_steps=72300 elapsed=33.4s lr=3.000000e-04 loss=2.8471 loss_recon=2.8471 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5820 corrupt_frac=1.0000 acc_corrupt=0.5820 loss_corrupt=2.8471 wrong_frac=0.5048 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8368 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=426.2336 out_g_norm=0.0211 loss_all=2.6965 init_gold_top10=0.5015 init_gold_top100=0.5079 +step=72400 micro_steps=72400 elapsed=33.4s lr=3.000000e-04 loss=2.8519 loss_recon=2.8519 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5820 corrupt_frac=1.0000 acc_corrupt=0.5820 loss_corrupt=2.8519 wrong_frac=0.5029 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.0953 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3773 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6564 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=426.4745 out_g_norm=0.0208 loss_all=2.8557 init_gold_top10=0.4768 init_gold_top100=0.4818 +step=72500 micro_steps=72500 elapsed=33.4s lr=3.000000e-04 loss=2.7935 loss_recon=2.7935 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5904 corrupt_frac=1.0000 acc_corrupt=0.5904 loss_corrupt=2.7935 wrong_frac=0.4976 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=426.7072 out_g_norm=0.0204 loss_all=3.2385 init_gold_top10=0.4276 init_gold_top100=0.4348 +step=72600 micro_steps=72600 elapsed=33.4s lr=3.000000e-04 loss=2.7509 loss_recon=2.7509 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5933 corrupt_frac=1.0000 acc_corrupt=0.5933 loss_corrupt=2.7509 wrong_frac=0.4934 init_acc_corrupt=0.4728 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1910 acc_corrupt_t_0p2_0p4=0.3730 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6621 corrupt_frac_t_0p4_0p6=0.2036 acc_corrupt_t_0p6_0p8=0.8333 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=426.9464 out_g_norm=0.0215 loss_all=2.7446 init_gold_top10=0.5097 init_gold_top100=0.5155 +step=72700 micro_steps=72700 elapsed=33.4s lr=3.000000e-04 loss=2.8034 loss_recon=2.8034 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.8034 wrong_frac=0.4987 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3736 corrupt_frac_t_0p2_0p4=0.1872 acc_corrupt_t_0p4_0p6=0.6594 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8359 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=427.1937 out_g_norm=0.0224 loss_all=2.3130 init_gold_top10=0.5465 init_gold_top100=0.5497 +step=72800 micro_steps=72800 elapsed=33.4s lr=3.000000e-04 loss=2.7573 loss_recon=2.7573 loss_meanflow=0.0000 mean_model_t=0.5071 mean_corrupt_t=0.5071 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5927 corrupt_frac=1.0000 acc_corrupt=0.5927 loss_corrupt=2.7573 wrong_frac=0.4931 init_acc_corrupt=0.4731 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3820 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6582 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8355 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2105 out_w_norm=427.4423 out_g_norm=0.0215 loss_all=2.4057 init_gold_top10=0.5169 init_gold_top100=0.5220 +step=72900 micro_steps=72900 elapsed=33.2s lr=3.000000e-04 loss=2.8357 loss_recon=2.8357 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5837 corrupt_frac=1.0000 acc_corrupt=0.5837 loss_corrupt=2.8357 wrong_frac=0.5023 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3737 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6577 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.2052 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=427.6995 out_g_norm=0.0208 loss_all=2.7179 init_gold_top10=0.5055 init_gold_top100=0.5093 +step=73000 micro_steps=73000 elapsed=33.3s lr=3.000000e-04 loss=2.8937 loss_recon=2.8937 loss_meanflow=0.0000 mean_model_t=0.4911 mean_corrupt_t=0.4911 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5764 corrupt_frac=1.0000 acc_corrupt=0.5764 loss_corrupt=2.8937 wrong_frac=0.5087 init_acc_corrupt=0.4562 acc_corrupt_t_0p0_0p2=0.0982 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.3797 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6608 corrupt_frac_t_0p4_0p6=0.2017 acc_corrupt_t_0p6_0p8=0.8343 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=427.9378 out_g_norm=0.0207 loss_all=3.7323 init_gold_top10=0.3890 init_gold_top100=0.3971 +step=73100 micro_steps=73100 elapsed=34.6s lr=3.000000e-04 loss=2.8352 loss_recon=2.8352 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5828 corrupt_frac=1.0000 acc_corrupt=0.5828 loss_corrupt=2.8352 wrong_frac=0.5038 init_acc_corrupt=0.4606 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3754 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6560 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.1878 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=428.1862 out_g_norm=0.0207 loss_all=2.8049 init_gold_top10=0.4796 init_gold_top100=0.4856 +step=73200 micro_steps=73200 elapsed=33.2s lr=3.000000e-04 loss=2.8135 loss_recon=2.8135 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5859 corrupt_frac=1.0000 acc_corrupt=0.5859 loss_corrupt=2.8135 wrong_frac=0.5021 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2061 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6587 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=428.4315 out_g_norm=0.0206 loss_all=2.7709 init_gold_top10=0.5152 init_gold_top100=0.5216 +step=73300 micro_steps=73300 elapsed=33.3s lr=3.000000e-04 loss=2.8070 loss_recon=2.8070 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.8070 wrong_frac=0.4998 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3813 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6574 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8323 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=428.6760 out_g_norm=0.0205 loss_all=2.2925 init_gold_top10=0.5493 init_gold_top100=0.5534 +step=73400 micro_steps=73400 elapsed=33.2s lr=3.000000e-04 loss=2.8213 loss_recon=2.8213 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8213 wrong_frac=0.4976 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.0974 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3731 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6560 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=428.9199 out_g_norm=0.0207 loss_all=2.3952 init_gold_top10=0.5704 init_gold_top100=0.5741 +step=73500 micro_steps=73500 elapsed=33.4s lr=3.000000e-04 loss=2.7778 loss_recon=2.7778 loss_meanflow=0.0000 mean_model_t=0.5058 mean_corrupt_t=0.5058 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7778 wrong_frac=0.4946 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3802 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6550 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8310 corrupt_frac_t_0p6_0p8=0.2119 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=429.1629 out_g_norm=0.0203 loss_all=2.7000 init_gold_top10=0.5367 init_gold_top100=0.5432 +step=73600 micro_steps=73600 elapsed=33.3s lr=3.000000e-04 loss=2.7649 loss_recon=2.7649 loss_meanflow=0.0000 mean_model_t=0.5084 mean_corrupt_t=0.5084 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5939 corrupt_frac=1.0000 acc_corrupt=0.5939 loss_corrupt=2.7649 wrong_frac=0.4922 init_acc_corrupt=0.4739 acc_corrupt_t_0p0_0p2=0.0998 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3786 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8350 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2122 out_w_norm=429.4113 out_g_norm=0.0202 loss_all=3.4216 init_gold_top10=0.4377 init_gold_top100=0.4460 +step=73700 micro_steps=73700 elapsed=33.3s lr=3.000000e-04 loss=2.9053 loss_recon=2.9053 loss_meanflow=0.0000 mean_model_t=0.4927 mean_corrupt_t=0.4927 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5756 corrupt_frac=1.0000 acc_corrupt=0.5756 loss_corrupt=2.9053 wrong_frac=0.5074 init_acc_corrupt=0.4559 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2150 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6553 corrupt_frac_t_0p4_0p6=0.1775 acc_corrupt_t_0p6_0p8=0.8353 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=429.6578 out_g_norm=0.0203 loss_all=3.2463 init_gold_top10=0.4647 init_gold_top100=0.4731 +step=73800 micro_steps=73800 elapsed=33.3s lr=3.000000e-04 loss=2.8149 loss_recon=2.8149 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5846 corrupt_frac=1.0000 acc_corrupt=0.5846 loss_corrupt=2.8149 wrong_frac=0.5010 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1957 acc_corrupt_t_0p2_0p4=0.3736 corrupt_frac_t_0p2_0p4=0.2103 acc_corrupt_t_0p4_0p6=0.6558 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=429.9056 out_g_norm=0.0204 loss_all=2.7111 init_gold_top10=0.4995 init_gold_top100=0.5038 +step=73900 micro_steps=73900 elapsed=33.3s lr=3.000000e-04 loss=2.7998 loss_recon=2.7998 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.7998 wrong_frac=0.4995 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6547 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8343 corrupt_frac_t_0p6_0p8=0.1982 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=430.1543 out_g_norm=0.0211 loss_all=2.4516 init_gold_top10=0.5339 init_gold_top100=0.5386 +step=74000 micro_steps=74000 elapsed=33.3s lr=3.000000e-04 loss=2.8027 loss_recon=2.8027 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5881 corrupt_frac=1.0000 acc_corrupt=0.5881 loss_corrupt=2.8027 wrong_frac=0.4977 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6597 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8357 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=430.4015 out_g_norm=0.0209 loss_all=2.6923 init_gold_top10=0.5115 init_gold_top100=0.5172 +step=74100 micro_steps=74100 elapsed=34.6s lr=3.000000e-04 loss=2.7651 loss_recon=2.7651 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5927 corrupt_frac=1.0000 acc_corrupt=0.5927 loss_corrupt=2.7651 wrong_frac=0.4948 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3768 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6621 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2153 out_w_norm=430.6454 out_g_norm=0.0206 loss_all=2.3405 init_gold_top10=0.5313 init_gold_top100=0.5353 +step=74200 micro_steps=74200 elapsed=33.3s lr=3.000000e-04 loss=2.7468 loss_recon=2.7468 loss_meanflow=0.0000 mean_model_t=0.5095 mean_corrupt_t=0.5095 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5953 corrupt_frac=1.0000 acc_corrupt=0.5953 loss_corrupt=2.7468 wrong_frac=0.4903 init_acc_corrupt=0.4763 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3774 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2125 out_w_norm=430.8848 out_g_norm=0.0202 loss_all=2.2392 init_gold_top10=0.5736 init_gold_top100=0.5774 +step=74300 micro_steps=74300 elapsed=33.3s lr=3.000000e-04 loss=2.7791 loss_recon=2.7791 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5907 corrupt_frac=1.0000 acc_corrupt=0.5907 loss_corrupt=2.7791 wrong_frac=0.4968 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.0971 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3757 corrupt_frac_t_0p2_0p4=0.2083 acc_corrupt_t_0p4_0p6=0.6613 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8331 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=431.1236 out_g_norm=0.0205 loss_all=3.3169 init_gold_top10=0.4556 init_gold_top100=0.4668 +step=74400 micro_steps=74400 elapsed=33.1s lr=3.000000e-04 loss=2.8014 loss_recon=2.8014 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.8014 wrong_frac=0.4988 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2042 acc_corrupt_t_0p2_0p4=0.3846 corrupt_frac_t_0p2_0p4=0.2020 acc_corrupt_t_0p4_0p6=0.6613 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=431.3722 out_g_norm=0.0202 loss_all=2.9310 init_gold_top10=0.4719 init_gold_top100=0.4762 +step=74500 micro_steps=74500 elapsed=33.1s lr=3.000000e-04 loss=2.8923 loss_recon=2.8923 loss_meanflow=0.0000 mean_model_t=0.4887 mean_corrupt_t=0.4887 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5758 corrupt_frac=1.0000 acc_corrupt=0.5758 loss_corrupt=2.8923 wrong_frac=0.5112 init_acc_corrupt=0.4531 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2119 acc_corrupt_t_0p2_0p4=0.3743 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6587 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8367 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1850 out_w_norm=431.6187 out_g_norm=0.0206 loss_all=3.1108 init_gold_top10=0.4510 init_gold_top100=0.4579 +step=74600 micro_steps=74600 elapsed=33.2s lr=3.000000e-04 loss=2.9053 loss_recon=2.9053 loss_meanflow=0.0000 mean_model_t=0.4906 mean_corrupt_t=0.4906 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5736 corrupt_frac=1.0000 acc_corrupt=0.5736 loss_corrupt=2.9053 wrong_frac=0.5094 init_acc_corrupt=0.4545 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.2137 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6548 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.1794 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=431.8630 out_g_norm=0.0203 loss_all=2.7502 init_gold_top10=0.5086 init_gold_top100=0.5139 +step=74700 micro_steps=74700 elapsed=33.1s lr=3.000000e-04 loss=2.8620 loss_recon=2.8620 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5817 corrupt_frac=1.0000 acc_corrupt=0.5817 loss_corrupt=2.8620 wrong_frac=0.5043 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.2125 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6623 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=432.1121 out_g_norm=0.0203 loss_all=2.7725 init_gold_top10=0.4958 init_gold_top100=0.5001 +step=74800 micro_steps=74800 elapsed=33.1s lr=3.000000e-04 loss=2.8343 loss_recon=2.8343 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8343 wrong_frac=0.5022 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3790 corrupt_frac_t_0p2_0p4=0.2156 acc_corrupt_t_0p4_0p6=0.6608 corrupt_frac_t_0p4_0p6=0.1850 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=432.3585 out_g_norm=0.0205 loss_all=2.7925 init_gold_top10=0.5032 init_gold_top100=0.5082 +step=74900 micro_steps=74900 elapsed=33.2s lr=3.000000e-04 loss=2.8893 loss_recon=2.8893 loss_meanflow=0.0000 mean_model_t=0.4897 mean_corrupt_t=0.4897 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5763 corrupt_frac=1.0000 acc_corrupt=0.5763 loss_corrupt=2.8893 wrong_frac=0.5102 init_acc_corrupt=0.4538 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3787 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6530 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8357 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=432.5959 out_g_norm=0.0205 loss_all=2.6633 init_gold_top10=0.4867 init_gold_top100=0.4914 +step=75000 micro_steps=75000 elapsed=33.7s lr=3.000000e-04 loss=2.8167 loss_recon=2.8167 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5853 corrupt_frac=1.0000 acc_corrupt=0.5853 loss_corrupt=2.8167 wrong_frac=0.5022 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3817 corrupt_frac_t_0p2_0p4=0.2074 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.1869 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=432.8393 out_g_norm=0.0205 loss_all=2.2935 init_gold_top10=0.5664 init_gold_top100=0.5704 +step=75100 micro_steps=75100 elapsed=34.9s lr=3.000000e-04 loss=2.8288 loss_recon=2.8288 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5842 corrupt_frac=1.0000 acc_corrupt=0.5842 loss_corrupt=2.8288 wrong_frac=0.5029 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6611 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8353 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1888 out_w_norm=433.0826 out_g_norm=0.0202 loss_all=2.0124 init_gold_top10=0.5998 init_gold_top100=0.6020 +step=75200 micro_steps=75200 elapsed=33.4s lr=3.000000e-04 loss=2.7742 loss_recon=2.7742 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7742 wrong_frac=0.4968 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3874 corrupt_frac_t_0p2_0p4=0.1853 acc_corrupt_t_0p4_0p6=0.6607 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=433.3267 out_g_norm=0.0200 loss_all=3.2027 init_gold_top10=0.4620 init_gold_top100=0.4675 +step=75300 micro_steps=75300 elapsed=33.3s lr=3.000000e-04 loss=2.7568 loss_recon=2.7568 loss_meanflow=0.0000 mean_model_t=0.5096 mean_corrupt_t=0.5096 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5946 corrupt_frac=1.0000 acc_corrupt=0.5946 loss_corrupt=2.7568 wrong_frac=0.4907 init_acc_corrupt=0.4752 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3748 corrupt_frac_t_0p2_0p4=0.1859 acc_corrupt_t_0p4_0p6=0.6622 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2172 out_w_norm=433.5710 out_g_norm=0.0205 loss_all=2.5587 init_gold_top10=0.5346 init_gold_top100=0.5399 +step=75400 micro_steps=75400 elapsed=33.2s lr=3.000000e-04 loss=2.8145 loss_recon=2.8145 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8145 wrong_frac=0.5003 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6585 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=433.8160 out_g_norm=0.0203 loss_all=3.2446 init_gold_top10=0.4355 init_gold_top100=0.4428 +step=75500 micro_steps=75500 elapsed=33.1s lr=3.000000e-04 loss=2.7379 loss_recon=2.7379 loss_meanflow=0.0000 mean_model_t=0.5084 mean_corrupt_t=0.5084 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7379 wrong_frac=0.4915 init_acc_corrupt=0.4742 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1859 acc_corrupt_t_0p2_0p4=0.3755 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6595 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8357 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2125 out_w_norm=434.0628 out_g_norm=0.0210 loss_all=1.6872 init_gold_top10=0.6459 init_gold_top100=0.6486 +step=75600 micro_steps=75600 elapsed=33.1s lr=3.000000e-04 loss=2.7376 loss_recon=2.7376 loss_meanflow=0.0000 mean_model_t=0.5063 mean_corrupt_t=0.5063 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7376 wrong_frac=0.4938 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1819 acc_corrupt_t_0p2_0p4=0.3757 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6597 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8340 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=434.3011 out_g_norm=0.0209 loss_all=2.5987 init_gold_top10=0.5150 init_gold_top100=0.5196 +step=75700 micro_steps=75700 elapsed=33.1s lr=3.000000e-04 loss=2.8218 loss_recon=2.8218 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5853 corrupt_frac=1.0000 acc_corrupt=0.5853 loss_corrupt=2.8218 wrong_frac=0.5031 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=434.5390 out_g_norm=0.0208 loss_all=3.0607 init_gold_top10=0.4763 init_gold_top100=0.4835 +step=75800 micro_steps=75800 elapsed=33.2s lr=3.000000e-04 loss=2.8154 loss_recon=2.8154 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5853 corrupt_frac=1.0000 acc_corrupt=0.5853 loss_corrupt=2.8154 wrong_frac=0.5005 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6605 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8354 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=434.7817 out_g_norm=0.0199 loss_all=2.5277 init_gold_top10=0.5363 init_gold_top100=0.5425 +step=75900 micro_steps=75900 elapsed=33.1s lr=3.000000e-04 loss=2.8486 loss_recon=2.8486 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5817 corrupt_frac=1.0000 acc_corrupt=0.5817 loss_corrupt=2.8486 wrong_frac=0.5032 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3814 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6585 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=435.0194 out_g_norm=0.0200 loss_all=2.2959 init_gold_top10=0.5479 init_gold_top100=0.5519 +step=76000 micro_steps=76000 elapsed=33.2s lr=3.000000e-04 loss=2.7681 loss_recon=2.7681 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7681 wrong_frac=0.4952 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3719 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6575 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8392 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=435.2622 out_g_norm=0.0205 loss_all=2.5973 init_gold_top10=0.5057 init_gold_top100=0.5100 +step=76100 micro_steps=76100 elapsed=34.8s lr=3.000000e-04 loss=2.9143 loss_recon=2.9143 loss_meanflow=0.0000 mean_model_t=0.4900 mean_corrupt_t=0.4900 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5733 corrupt_frac=1.0000 acc_corrupt=0.5733 loss_corrupt=2.9143 wrong_frac=0.5101 init_acc_corrupt=0.4534 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2144 acc_corrupt_t_0p2_0p4=0.3758 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6596 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8332 corrupt_frac_t_0p6_0p8=0.1891 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=435.5048 out_g_norm=0.0203 loss_all=3.8070 init_gold_top10=0.3658 init_gold_top100=0.3755 +step=76200 micro_steps=76200 elapsed=33.2s lr=3.000000e-04 loss=2.8474 loss_recon=2.8474 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5818 corrupt_frac=1.0000 acc_corrupt=0.5818 loss_corrupt=2.8474 wrong_frac=0.5037 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3820 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6549 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8327 corrupt_frac_t_0p6_0p8=0.2030 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=435.7504 out_g_norm=0.0199 loss_all=3.2184 init_gold_top10=0.4524 init_gold_top100=0.4594 +step=76300 micro_steps=76300 elapsed=33.3s lr=3.000000e-04 loss=2.8571 loss_recon=2.8571 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5811 corrupt_frac=1.0000 acc_corrupt=0.5811 loss_corrupt=2.8571 wrong_frac=0.5033 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3750 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6557 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=435.9952 out_g_norm=0.0201 loss_all=2.7703 init_gold_top10=0.4931 init_gold_top100=0.4983 +step=76400 micro_steps=76400 elapsed=33.3s lr=3.000000e-04 loss=2.7587 loss_recon=2.7587 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5934 corrupt_frac=1.0000 acc_corrupt=0.5934 loss_corrupt=2.7587 wrong_frac=0.4960 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6605 corrupt_frac_t_0p4_0p6=0.2178 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=436.2348 out_g_norm=0.0201 loss_all=2.8882 init_gold_top10=0.4737 init_gold_top100=0.4810 +step=76500 micro_steps=76500 elapsed=33.3s lr=3.000000e-04 loss=2.7370 loss_recon=2.7370 loss_meanflow=0.0000 mean_model_t=0.5089 mean_corrupt_t=0.5089 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5967 corrupt_frac=1.0000 acc_corrupt=0.5967 loss_corrupt=2.7370 wrong_frac=0.4913 init_acc_corrupt=0.4748 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3857 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6616 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8346 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2169 out_w_norm=436.4811 out_g_norm=0.0204 loss_all=2.7908 init_gold_top10=0.4885 init_gold_top100=0.4932 +step=76600 micro_steps=76600 elapsed=33.4s lr=3.000000e-04 loss=2.8284 loss_recon=2.8284 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5826 corrupt_frac=1.0000 acc_corrupt=0.5826 loss_corrupt=2.8284 wrong_frac=0.5061 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3762 corrupt_frac_t_0p2_0p4=0.2122 acc_corrupt_t_0p4_0p6=0.6617 corrupt_frac_t_0p4_0p6=0.2112 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.1872 out_w_norm=436.7325 out_g_norm=0.0200 loss_all=2.8508 init_gold_top10=0.4778 init_gold_top100=0.4826 +step=76700 micro_steps=76700 elapsed=33.3s lr=3.000000e-04 loss=2.8663 loss_recon=2.8663 loss_meanflow=0.0000 mean_model_t=0.4912 mean_corrupt_t=0.4912 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5797 corrupt_frac=1.0000 acc_corrupt=0.5797 loss_corrupt=2.8663 wrong_frac=0.5087 init_acc_corrupt=0.4560 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3789 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6623 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=436.9764 out_g_norm=0.0200 loss_all=2.4050 init_gold_top10=0.5709 init_gold_top100=0.5747 +step=76800 micro_steps=76800 elapsed=33.3s lr=3.000000e-04 loss=2.8036 loss_recon=2.8036 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.8036 wrong_frac=0.4991 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.0978 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3860 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=437.2264 out_g_norm=0.0200 loss_all=2.4780 init_gold_top10=0.5450 init_gold_top100=0.5487 +step=76900 micro_steps=76900 elapsed=33.3s lr=3.000000e-04 loss=2.8098 loss_recon=2.8098 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5869 corrupt_frac=1.0000 acc_corrupt=0.5869 loss_corrupt=2.8098 wrong_frac=0.4986 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3719 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6551 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=437.4735 out_g_norm=0.0202 loss_all=3.3969 init_gold_top10=0.4319 init_gold_top100=0.4384 +step=77000 micro_steps=77000 elapsed=33.3s lr=3.000000e-04 loss=2.7484 loss_recon=2.7484 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5962 corrupt_frac=1.0000 acc_corrupt=0.5962 loss_corrupt=2.7484 wrong_frac=0.4916 init_acc_corrupt=0.4748 acc_corrupt_t_0p0_0p2=0.0992 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3801 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6615 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2150 out_w_norm=437.7204 out_g_norm=0.0198 loss_all=3.5342 init_gold_top10=0.4130 init_gold_top100=0.4219 +step=77100 micro_steps=77100 elapsed=34.6s lr=3.000000e-04 loss=2.7869 loss_recon=2.7869 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7869 wrong_frac=0.5013 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3824 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6665 corrupt_frac_t_0p4_0p6=0.2131 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=437.9599 out_g_norm=0.0200 loss_all=2.5328 init_gold_top10=0.5430 init_gold_top100=0.5477 +step=77200 micro_steps=77200 elapsed=33.1s lr=3.000000e-04 loss=2.7603 loss_recon=2.7603 loss_meanflow=0.0000 mean_model_t=0.5066 mean_corrupt_t=0.5066 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5927 corrupt_frac=1.0000 acc_corrupt=0.5927 loss_corrupt=2.7603 wrong_frac=0.4933 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3726 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6604 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8345 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2097 out_w_norm=438.2058 out_g_norm=0.0200 loss_all=3.6389 init_gold_top10=0.4090 init_gold_top100=0.4184 +step=77300 micro_steps=77300 elapsed=33.2s lr=3.000000e-04 loss=2.7812 loss_recon=2.7812 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7812 wrong_frac=0.4969 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.0996 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3782 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6576 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8343 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=438.4453 out_g_norm=0.0202 loss_all=2.3287 init_gold_top10=0.5503 init_gold_top100=0.5525 +step=77400 micro_steps=77400 elapsed=33.3s lr=3.000000e-04 loss=2.7574 loss_recon=2.7574 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5923 corrupt_frac=1.0000 acc_corrupt=0.5923 loss_corrupt=2.7574 wrong_frac=0.4970 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1068 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3817 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6559 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.2131 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=438.6836 out_g_norm=0.0203 loss_all=3.0813 init_gold_top10=0.4594 init_gold_top100=0.4667 +step=77500 micro_steps=77500 elapsed=33.1s lr=3.000000e-04 loss=2.8037 loss_recon=2.8037 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.8037 wrong_frac=0.5023 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3768 corrupt_frac_t_0p2_0p4=0.2178 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8368 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=438.9262 out_g_norm=0.0206 loss_all=2.9421 init_gold_top10=0.4739 init_gold_top100=0.4811 +step=77600 micro_steps=77600 elapsed=33.1s lr=3.000000e-04 loss=2.8287 loss_recon=2.8287 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5838 corrupt_frac=1.0000 acc_corrupt=0.5838 loss_corrupt=2.8287 wrong_frac=0.5023 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3741 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8345 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=439.1730 out_g_norm=0.0211 loss_all=2.7955 init_gold_top10=0.4775 init_gold_top100=0.4822 +step=77700 micro_steps=77700 elapsed=33.2s lr=3.000000e-04 loss=2.7872 loss_recon=2.7872 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7872 wrong_frac=0.4954 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3764 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6597 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=439.4165 out_g_norm=0.0200 loss_all=3.0312 init_gold_top10=0.4585 init_gold_top100=0.4663 +step=77800 micro_steps=77800 elapsed=33.2s lr=3.000000e-04 loss=2.8468 loss_recon=2.8468 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5816 corrupt_frac=1.0000 acc_corrupt=0.5816 loss_corrupt=2.8468 wrong_frac=0.5055 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3872 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8377 corrupt_frac_t_0p6_0p8=0.2030 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=439.6571 out_g_norm=0.0201 loss_all=2.8247 init_gold_top10=0.5186 init_gold_top100=0.5251 +step=77900 micro_steps=77900 elapsed=33.1s lr=3.000000e-04 loss=2.7535 loss_recon=2.7535 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5934 corrupt_frac=1.0000 acc_corrupt=0.5934 loss_corrupt=2.7535 wrong_frac=0.4958 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3938 corrupt_frac_t_0p2_0p4=0.2023 acc_corrupt_t_0p4_0p6=0.6604 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=439.8934 out_g_norm=0.0203 loss_all=2.7001 init_gold_top10=0.5006 init_gold_top100=0.5058 +step=78000 micro_steps=78000 elapsed=33.2s lr=3.000000e-04 loss=2.8030 loss_recon=2.8030 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.8030 wrong_frac=0.5001 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3830 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=440.1297 out_g_norm=0.0196 loss_all=3.0338 init_gold_top10=0.4857 init_gold_top100=0.4926 +step=78100 micro_steps=78100 elapsed=34.7s lr=3.000000e-04 loss=2.8324 loss_recon=2.8324 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5840 corrupt_frac=1.0000 acc_corrupt=0.5840 loss_corrupt=2.8324 wrong_frac=0.5010 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3733 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6588 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8354 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=440.3707 out_g_norm=0.0200 loss_all=2.3240 init_gold_top10=0.5730 init_gold_top100=0.5763 +step=78200 micro_steps=78200 elapsed=33.2s lr=3.000000e-04 loss=2.8316 loss_recon=2.8316 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5820 corrupt_frac=1.0000 acc_corrupt=0.5820 loss_corrupt=2.8316 wrong_frac=0.5047 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3791 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6629 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2014 out_w_norm=440.6113 out_g_norm=0.0197 loss_all=2.7229 init_gold_top10=0.4902 init_gold_top100=0.4955 +step=78300 micro_steps=78300 elapsed=33.2s lr=3.000000e-04 loss=2.8094 loss_recon=2.8094 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5856 corrupt_frac=1.0000 acc_corrupt=0.5856 loss_corrupt=2.8094 wrong_frac=0.5033 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6602 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=440.8552 out_g_norm=0.0205 loss_all=2.5297 init_gold_top10=0.5059 init_gold_top100=0.5099 +step=78400 micro_steps=78400 elapsed=33.3s lr=3.000000e-04 loss=2.8160 loss_recon=2.8160 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8160 wrong_frac=0.5011 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.1074 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6638 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=441.1078 out_g_norm=0.0201 loss_all=3.0653 init_gold_top10=0.4792 init_gold_top100=0.4877 +step=78500 micro_steps=78500 elapsed=33.5s lr=3.000000e-04 loss=2.7781 loss_recon=2.7781 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7781 wrong_frac=0.4979 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3801 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6603 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=441.3516 out_g_norm=0.0199 loss_all=3.1345 init_gold_top10=0.4650 init_gold_top100=0.4704 +step=78600 micro_steps=78600 elapsed=33.3s lr=3.000000e-04 loss=2.8314 loss_recon=2.8314 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5827 corrupt_frac=1.0000 acc_corrupt=0.5827 loss_corrupt=2.8314 wrong_frac=0.5039 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3805 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6537 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=441.5996 out_g_norm=0.0198 loss_all=2.7927 init_gold_top10=0.5077 init_gold_top100=0.5128 +step=78700 micro_steps=78700 elapsed=33.5s lr=3.000000e-04 loss=2.8084 loss_recon=2.8084 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8084 wrong_frac=0.4997 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3797 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p6_0p8=0.8354 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=441.8444 out_g_norm=0.0197 acc_corrupt_t_0p4_0p6=0.6580 corrupt_frac_t_0p4_0p6=0.2004 loss_all=3.5176 init_gold_top10=0.4118 init_gold_top100=0.4185 +step=78800 micro_steps=78800 elapsed=33.3s lr=3.000000e-04 loss=2.7146 loss_recon=2.7146 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5975 corrupt_frac=1.0000 acc_corrupt=0.5975 loss_corrupt=2.7146 wrong_frac=0.4946 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3933 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=442.0747 out_g_norm=0.0201 loss_all=2.8928 init_gold_top10=0.4729 init_gold_top100=0.4804 +step=78900 micro_steps=78900 elapsed=33.4s lr=3.000000e-04 loss=2.7845 loss_recon=2.7845 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7845 wrong_frac=0.4967 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3765 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.2052 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=442.3124 out_g_norm=0.0199 loss_all=2.8629 init_gold_top10=0.5076 init_gold_top100=0.5123 +step=79000 micro_steps=79000 elapsed=33.2s lr=3.000000e-04 loss=2.8275 loss_recon=2.8275 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5837 corrupt_frac=1.0000 acc_corrupt=0.5837 loss_corrupt=2.8275 wrong_frac=0.5018 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6555 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=442.5559 out_g_norm=0.0200 loss_all=2.1787 init_gold_top10=0.5570 init_gold_top100=0.5611 +step=79100 micro_steps=79100 elapsed=34.5s lr=3.000000e-04 loss=2.8420 loss_recon=2.8420 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5817 corrupt_frac=1.0000 acc_corrupt=0.5817 loss_corrupt=2.8420 wrong_frac=0.5058 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.0974 corrupt_frac_t_0p0_0p2=0.1989 acc_corrupt_t_0p2_0p4=0.3787 corrupt_frac_t_0p2_0p4=0.2105 acc_corrupt_t_0p4_0p6=0.6582 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8359 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1884 out_w_norm=442.7947 out_g_norm=0.0197 loss_all=2.5323 init_gold_top10=0.5335 init_gold_top100=0.5376 +step=79200 micro_steps=79200 elapsed=33.2s lr=3.000000e-04 loss=2.7369 loss_recon=2.7369 loss_meanflow=0.0000 mean_model_t=0.5064 mean_corrupt_t=0.5064 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7369 wrong_frac=0.4934 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.0978 corrupt_frac_t_0p0_0p2=0.1872 acc_corrupt_t_0p2_0p4=0.3779 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6631 corrupt_frac_t_0p4_0p6=0.2166 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=443.0274 out_g_norm=0.0196 loss_all=2.9475 init_gold_top10=0.4482 init_gold_top100=0.4550 +step=79300 micro_steps=79300 elapsed=33.1s lr=3.000000e-04 loss=2.8722 loss_recon=2.8722 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5787 corrupt_frac=1.0000 acc_corrupt=0.5787 loss_corrupt=2.8722 wrong_frac=0.5066 init_acc_corrupt=0.4583 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.3807 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6626 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8365 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=443.2641 out_g_norm=0.0198 loss_all=3.6894 init_gold_top10=0.4128 init_gold_top100=0.4209 +step=79400 micro_steps=79400 elapsed=33.2s lr=3.000000e-04 loss=2.8492 loss_recon=2.8492 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5809 corrupt_frac=1.0000 acc_corrupt=0.5809 loss_corrupt=2.8492 wrong_frac=0.5063 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.1992 acc_corrupt_t_0p2_0p4=0.3772 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6597 corrupt_frac_t_0p4_0p6=0.2147 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=443.4923 out_g_norm=0.0196 loss_all=3.1485 init_gold_top10=0.4464 init_gold_top100=0.4534 +step=79500 micro_steps=79500 elapsed=33.1s lr=3.000000e-04 loss=2.8267 loss_recon=2.8267 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5840 corrupt_frac=1.0000 acc_corrupt=0.5840 loss_corrupt=2.8267 wrong_frac=0.5024 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.0987 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3798 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6594 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=443.7306 out_g_norm=0.0198 loss_all=2.5498 init_gold_top10=0.5061 init_gold_top100=0.5103 +step=79600 micro_steps=79600 elapsed=33.1s lr=3.000000e-04 loss=2.8076 loss_recon=2.8076 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5869 corrupt_frac=1.0000 acc_corrupt=0.5869 loss_corrupt=2.8076 wrong_frac=0.5025 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6607 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=443.9719 out_g_norm=0.0195 loss_all=3.4337 init_gold_top10=0.4334 init_gold_top100=0.4398 +step=79700 micro_steps=79700 elapsed=33.1s lr=3.000000e-04 loss=2.7171 loss_recon=2.7171 loss_meanflow=0.0000 mean_model_t=0.5077 mean_corrupt_t=0.5077 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5990 corrupt_frac=1.0000 acc_corrupt=0.5990 loss_corrupt=2.7171 wrong_frac=0.4924 init_acc_corrupt=0.4734 acc_corrupt_t_0p0_0p2=0.1090 corrupt_frac_t_0p0_0p2=0.1850 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6658 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=444.2006 out_g_norm=0.0196 loss_all=2.5782 init_gold_top10=0.5069 init_gold_top100=0.5128 +step=79800 micro_steps=79800 elapsed=33.2s lr=3.000000e-04 loss=2.9096 loss_recon=2.9096 loss_meanflow=0.0000 mean_model_t=0.4855 mean_corrupt_t=0.4855 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5713 corrupt_frac=1.0000 acc_corrupt=0.5713 loss_corrupt=2.9096 wrong_frac=0.5149 init_acc_corrupt=0.4476 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.3705 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6609 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8354 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1822 out_w_norm=444.4410 out_g_norm=0.0199 loss_all=2.6881 init_gold_top10=0.5235 init_gold_top100=0.5296 +step=79900 micro_steps=79900 elapsed=33.1s lr=3.000000e-04 loss=2.7630 loss_recon=2.7630 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5926 corrupt_frac=1.0000 acc_corrupt=0.5926 loss_corrupt=2.7630 wrong_frac=0.4952 init_acc_corrupt=0.4715 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3768 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6530 corrupt_frac_t_0p4_0p6=0.2094 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=444.6864 out_g_norm=0.0206 loss_all=2.7598 init_gold_top10=0.5047 init_gold_top100=0.5101 +step=80000 micro_steps=80000 elapsed=33.0s lr=3.000000e-04 loss=2.8330 loss_recon=2.8330 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5824 corrupt_frac=1.0000 acc_corrupt=0.5824 loss_corrupt=2.8330 wrong_frac=0.5050 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2175 acc_corrupt_t_0p2_0p4=0.3877 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.1862 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=444.9296 out_g_norm=0.0195 loss_all=2.3272 init_gold_top10=0.5442 init_gold_top100=0.5486 +step=80100 micro_steps=80100 elapsed=50.3s lr=3.000000e-04 loss=2.7605 loss_recon=2.7605 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5914 corrupt_frac=1.0000 acc_corrupt=0.5914 loss_corrupt=2.7605 wrong_frac=0.4972 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.0996 corrupt_frac_t_0p0_0p2=0.1884 acc_corrupt_t_0p2_0p4=0.3803 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.6606 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.2172 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=445.1788 out_g_norm=0.0201 loss_all=2.1728 init_gold_top10=0.5572 init_gold_top100=0.5612 +step=80200 micro_steps=80200 elapsed=53.0s lr=3.000000e-04 loss=2.8346 loss_recon=2.8346 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5815 corrupt_frac=1.0000 acc_corrupt=0.5815 loss_corrupt=2.8346 wrong_frac=0.5051 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.2137 acc_corrupt_t_0p4_0p6=0.6590 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=445.4198 out_g_norm=0.0200 loss_all=3.4770 init_gold_top10=0.4277 init_gold_top100=0.4350 +step=80300 micro_steps=80300 elapsed=53.1s lr=3.000000e-04 loss=2.8688 loss_recon=2.8688 loss_meanflow=0.0000 mean_model_t=0.4927 mean_corrupt_t=0.4927 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5782 corrupt_frac=1.0000 acc_corrupt=0.5782 loss_corrupt=2.8688 wrong_frac=0.5071 init_acc_corrupt=0.4573 acc_corrupt_t_0p0_0p2=0.0971 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.2131 acc_corrupt_t_0p4_0p6=0.6628 corrupt_frac_t_0p4_0p6=0.1825 acc_corrupt_t_0p6_0p8=0.8373 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=445.6566 out_g_norm=0.0197 loss_all=3.6526 init_gold_top10=0.3894 init_gold_top100=0.3979 +step=80400 micro_steps=80400 elapsed=53.2s lr=3.000000e-04 loss=2.7131 loss_recon=2.7131 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5976 corrupt_frac=1.0000 acc_corrupt=0.5976 loss_corrupt=2.7131 wrong_frac=0.4920 init_acc_corrupt=0.4744 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.1869 acc_corrupt_t_0p2_0p4=0.3814 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2115 out_w_norm=445.8936 out_g_norm=0.0200 loss_all=3.4408 init_gold_top10=0.4261 init_gold_top100=0.4347 +step=80500 micro_steps=80500 elapsed=53.4s lr=3.000000e-04 loss=2.8431 loss_recon=2.8431 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5819 corrupt_frac=1.0000 acc_corrupt=0.5819 loss_corrupt=2.8431 wrong_frac=0.5048 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3850 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6599 corrupt_frac_t_0p4_0p6=0.2033 acc_corrupt_t_0p6_0p8=0.8336 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=446.1348 out_g_norm=0.0201 loss_all=2.3968 init_gold_top10=0.5322 init_gold_top100=0.5359 +step=80600 micro_steps=80600 elapsed=53.3s lr=3.000000e-04 loss=2.7918 loss_recon=2.7918 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5882 corrupt_frac=1.0000 acc_corrupt=0.5882 loss_corrupt=2.7918 wrong_frac=0.4998 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.1856 acc_corrupt_t_0p4_0p6=0.6622 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=446.3806 out_g_norm=0.0196 loss_all=3.6303 init_gold_top10=0.3981 init_gold_top100=0.4076 +step=80700 micro_steps=80700 elapsed=53.3s lr=3.000000e-04 loss=2.7409 loss_recon=2.7409 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7409 wrong_frac=0.4916 init_acc_corrupt=0.4746 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3764 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6622 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8357 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=446.6236 out_g_norm=0.0193 loss_all=2.2554 init_gold_top10=0.5669 init_gold_top100=0.5708 +step=80800 micro_steps=80800 elapsed=51.7s lr=3.000000e-04 loss=2.8140 loss_recon=2.8140 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.8140 wrong_frac=0.5014 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3801 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6608 corrupt_frac_t_0p4_0p6=0.1960 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=446.8601 out_g_norm=0.0197 loss_all=3.5189 init_gold_top10=0.3941 init_gold_top100=0.4012 +step=80900 micro_steps=80900 elapsed=33.4s lr=3.000000e-04 loss=2.8068 loss_recon=2.8068 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.8068 wrong_frac=0.4967 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3775 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6535 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.1989 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2144 out_w_norm=447.0905 out_g_norm=0.0197 loss_all=2.2004 init_gold_top10=0.5816 init_gold_top100=0.5863 +step=81000 micro_steps=81000 elapsed=33.5s lr=3.000000e-04 loss=2.8436 loss_recon=2.8436 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5839 corrupt_frac=1.0000 acc_corrupt=0.5839 loss_corrupt=2.8436 wrong_frac=0.5021 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3740 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=447.3245 out_g_norm=0.0192 loss_all=3.1016 init_gold_top10=0.4373 init_gold_top100=0.4450 +step=81100 micro_steps=81100 elapsed=34.5s lr=3.000000e-04 loss=2.8518 loss_recon=2.8518 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5813 corrupt_frac=1.0000 acc_corrupt=0.5813 loss_corrupt=2.8518 wrong_frac=0.5061 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3823 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8386 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1869 out_w_norm=447.5636 out_g_norm=0.0195 loss_all=2.7275 init_gold_top10=0.4735 init_gold_top100=0.4768 +step=81200 micro_steps=81200 elapsed=33.2s lr=3.000000e-04 loss=2.8766 loss_recon=2.8766 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5791 corrupt_frac=1.0000 acc_corrupt=0.5791 loss_corrupt=2.8766 wrong_frac=0.5056 init_acc_corrupt=0.4587 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2125 acc_corrupt_t_0p2_0p4=0.3746 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2049 out_w_norm=447.7762 out_g_norm=0.0193 loss_all=2.2906 init_gold_top10=0.5445 init_gold_top100=0.5478 +step=81300 micro_steps=81300 elapsed=33.3s lr=3.000000e-04 loss=2.8580 loss_recon=2.8580 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5805 corrupt_frac=1.0000 acc_corrupt=0.5805 loss_corrupt=2.8580 wrong_frac=0.5055 init_acc_corrupt=0.4595 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6550 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=448.0116 out_g_norm=0.0195 loss_all=2.6502 init_gold_top10=0.5371 init_gold_top100=0.5434 +step=81400 micro_steps=81400 elapsed=33.2s lr=3.000000e-04 loss=2.8471 loss_recon=2.8471 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5828 corrupt_frac=1.0000 acc_corrupt=0.5828 loss_corrupt=2.8471 wrong_frac=0.5046 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1081 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3782 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=448.2481 out_g_norm=0.0198 loss_all=2.7547 init_gold_top10=0.5008 init_gold_top100=0.5061 +step=81500 micro_steps=81500 elapsed=33.4s lr=3.000000e-04 loss=2.7157 loss_recon=2.7157 loss_meanflow=0.0000 mean_model_t=0.5072 mean_corrupt_t=0.5072 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5982 corrupt_frac=1.0000 acc_corrupt=0.5982 loss_corrupt=2.7157 wrong_frac=0.4929 init_acc_corrupt=0.4745 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.1837 acc_corrupt_t_0p2_0p4=0.3846 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6601 corrupt_frac_t_0p4_0p6=0.2106 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=448.4804 out_g_norm=0.0191 loss_all=2.2835 init_gold_top10=0.5526 init_gold_top100=0.5562 +step=81600 micro_steps=81600 elapsed=33.4s lr=3.000000e-04 loss=2.7184 loss_recon=2.7184 loss_meanflow=0.0000 mean_model_t=0.5115 mean_corrupt_t=0.5115 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5988 corrupt_frac=1.0000 acc_corrupt=0.5988 loss_corrupt=2.7184 wrong_frac=0.4883 init_acc_corrupt=0.4791 acc_corrupt_t_0p0_0p2=0.0996 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3843 corrupt_frac_t_0p2_0p4=0.1878 acc_corrupt_t_0p4_0p6=0.6576 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2125 out_w_norm=448.7175 out_g_norm=0.0194 loss_all=2.7073 init_gold_top10=0.5056 init_gold_top100=0.5121 +step=81700 micro_steps=81700 elapsed=33.3s lr=3.000000e-04 loss=2.7683 loss_recon=2.7683 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7683 wrong_frac=0.4964 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6596 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8336 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=448.9546 out_g_norm=0.0207 loss_all=2.4415 init_gold_top10=0.5385 init_gold_top100=0.5433 +step=81800 micro_steps=81800 elapsed=33.2s lr=3.000000e-04 loss=2.7723 loss_recon=2.7723 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5903 corrupt_frac=1.0000 acc_corrupt=0.5903 loss_corrupt=2.7723 wrong_frac=0.4959 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1071 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3797 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6565 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8340 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=449.1988 out_g_norm=0.0196 loss_all=2.6652 init_gold_top10=0.4607 init_gold_top100=0.4655 +step=81900 micro_steps=81900 elapsed=33.2s lr=3.000000e-04 loss=2.7965 loss_recon=2.7965 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.7965 wrong_frac=0.5018 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3927 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6609 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8363 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=449.4356 out_g_norm=0.0198 loss_all=2.4107 init_gold_top10=0.5093 init_gold_top100=0.5139 +step=82000 micro_steps=82000 elapsed=33.3s lr=3.000000e-04 loss=2.8839 loss_recon=2.8839 loss_meanflow=0.0000 mean_model_t=0.4914 mean_corrupt_t=0.4914 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5770 corrupt_frac=1.0000 acc_corrupt=0.5770 loss_corrupt=2.8839 wrong_frac=0.5087 init_acc_corrupt=0.4559 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3763 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6598 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=449.6729 out_g_norm=0.0205 loss_all=2.8943 init_gold_top10=0.4800 init_gold_top100=0.4857 +step=82100 micro_steps=82100 elapsed=35.1s lr=3.000000e-04 loss=2.8441 loss_recon=2.8441 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5820 corrupt_frac=1.0000 acc_corrupt=0.5820 loss_corrupt=2.8441 wrong_frac=0.5044 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.0989 corrupt_frac_t_0p0_0p2=0.2131 acc_corrupt_t_0p2_0p4=0.3864 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6594 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2020 out_w_norm=449.9088 out_g_norm=0.0197 loss_all=3.5029 init_gold_top10=0.4171 init_gold_top100=0.4260 +step=82200 micro_steps=82200 elapsed=34.7s lr=3.000000e-04 loss=2.7597 loss_recon=2.7597 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7597 wrong_frac=0.4952 init_acc_corrupt=0.4710 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3825 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6602 corrupt_frac_t_0p4_0p6=0.2119 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=450.1355 out_g_norm=0.0200 loss_all=3.6912 init_gold_top10=0.4198 init_gold_top100=0.4299 +step=82300 micro_steps=82300 elapsed=35.5s lr=3.000000e-04 loss=2.7953 loss_recon=2.7953 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.7953 wrong_frac=0.5015 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.0991 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6592 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=450.3773 out_g_norm=0.0195 loss_all=3.2017 init_gold_top10=0.4257 init_gold_top100=0.4328 +step=82400 micro_steps=82400 elapsed=34.8s lr=3.000000e-04 loss=2.8697 loss_recon=2.8697 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5800 corrupt_frac=1.0000 acc_corrupt=0.5800 loss_corrupt=2.8697 wrong_frac=0.5060 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.0972 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3776 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6597 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=450.6116 out_g_norm=0.0192 loss_all=2.4306 init_gold_top10=0.5262 init_gold_top100=0.5329 +step=82500 micro_steps=82500 elapsed=33.4s lr=3.000000e-04 loss=2.7888 loss_recon=2.7888 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5896 corrupt_frac=1.0000 acc_corrupt=0.5896 loss_corrupt=2.7888 wrong_frac=0.4947 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3763 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6615 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8370 corrupt_frac_t_0p6_0p8=0.1866 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2150 out_w_norm=450.8451 out_g_norm=0.0196 loss_all=2.8263 init_gold_top10=0.4868 init_gold_top100=0.4935 +step=82600 micro_steps=82600 elapsed=34.2s lr=3.000000e-04 loss=2.8076 loss_recon=2.8076 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.8076 wrong_frac=0.5022 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3850 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.2128 acc_corrupt_t_0p6_0p8=0.8373 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=451.0748 out_g_norm=0.0193 loss_all=2.5977 init_gold_top10=0.5119 init_gold_top100=0.5165 +step=82700 micro_steps=82700 elapsed=34.1s lr=3.000000e-04 loss=2.7746 loss_recon=2.7746 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5903 corrupt_frac=1.0000 acc_corrupt=0.5903 loss_corrupt=2.7746 wrong_frac=0.4982 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3833 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6604 corrupt_frac_t_0p4_0p6=0.2082 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=451.3081 out_g_norm=0.0195 loss_all=2.6373 init_gold_top10=0.5278 init_gold_top100=0.5338 +step=82800 micro_steps=82800 elapsed=33.4s lr=3.000000e-04 loss=2.7969 loss_recon=2.7969 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5862 corrupt_frac=1.0000 acc_corrupt=0.5862 loss_corrupt=2.7969 wrong_frac=0.5025 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=451.5411 out_g_norm=0.0192 loss_all=2.7265 init_gold_top10=0.5095 init_gold_top100=0.5161 +step=82900 micro_steps=82900 elapsed=33.4s lr=3.000000e-04 loss=2.8489 loss_recon=2.8489 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5806 corrupt_frac=1.0000 acc_corrupt=0.5806 loss_corrupt=2.8489 wrong_frac=0.5056 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.2042 acc_corrupt_t_0p2_0p4=0.3761 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6564 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.1844 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=451.7786 out_g_norm=0.0192 loss_all=2.9478 init_gold_top10=0.4633 init_gold_top100=0.4670 +step=83000 micro_steps=83000 elapsed=33.3s lr=3.000000e-04 loss=2.8120 loss_recon=2.8120 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5856 corrupt_frac=1.0000 acc_corrupt=0.5856 loss_corrupt=2.8120 wrong_frac=0.5012 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3750 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6590 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8358 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=452.0101 out_g_norm=0.0199 loss_all=2.9763 init_gold_top10=0.4624 init_gold_top100=0.4687 +step=83100 micro_steps=83100 elapsed=34.6s lr=3.000000e-04 loss=2.7774 loss_recon=2.7774 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7774 wrong_frac=0.4956 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3731 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6554 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2033 out_w_norm=452.2454 out_g_norm=0.0197 loss_all=3.0737 init_gold_top10=0.4661 init_gold_top100=0.4736 +step=83200 micro_steps=83200 elapsed=33.2s lr=3.000000e-04 loss=2.7858 loss_recon=2.7858 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7858 wrong_frac=0.4977 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3813 corrupt_frac_t_0p2_0p4=0.1837 acc_corrupt_t_0p4_0p6=0.6542 corrupt_frac_t_0p4_0p6=0.2144 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.2023 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=452.4787 out_g_norm=0.0204 loss_all=2.5087 init_gold_top10=0.4987 init_gold_top100=0.5046 +step=83300 micro_steps=83300 elapsed=33.2s lr=3.000000e-04 loss=2.7524 loss_recon=2.7524 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5929 corrupt_frac=1.0000 acc_corrupt=0.5929 loss_corrupt=2.7524 wrong_frac=0.4973 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6592 corrupt_frac_t_0p4_0p6=0.2159 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=452.7215 out_g_norm=0.0197 loss_all=2.5639 init_gold_top10=0.5344 init_gold_top100=0.5389 +step=83400 micro_steps=83400 elapsed=33.3s lr=3.000000e-04 loss=2.7845 loss_recon=2.7845 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7845 wrong_frac=0.4979 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.1992 acc_corrupt_t_0p2_0p4=0.3793 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6603 corrupt_frac_t_0p4_0p6=0.2137 acc_corrupt_t_0p6_0p8=0.8351 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=452.9514 out_g_norm=0.0193 loss_all=2.9339 init_gold_top10=0.4871 init_gold_top100=0.4926 +step=83500 micro_steps=83500 elapsed=33.3s lr=3.000000e-04 loss=2.8316 loss_recon=2.8316 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8316 wrong_frac=0.5016 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3726 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6558 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=453.1892 out_g_norm=0.0194 loss_all=2.8621 init_gold_top10=0.4792 init_gold_top100=0.4852 +step=83600 micro_steps=83600 elapsed=33.3s lr=3.000000e-04 loss=2.7178 loss_recon=2.7178 loss_meanflow=0.0000 mean_model_t=0.5079 mean_corrupt_t=0.5079 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5975 corrupt_frac=1.0000 acc_corrupt=0.5975 loss_corrupt=2.7178 wrong_frac=0.4922 init_acc_corrupt=0.4747 acc_corrupt_t_0p0_0p2=0.0984 corrupt_frac_t_0p0_0p2=0.1828 acc_corrupt_t_0p2_0p4=0.3823 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6664 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.2119 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=453.4271 out_g_norm=0.0189 loss_all=2.8490 init_gold_top10=0.4961 init_gold_top100=0.5013 +step=83700 micro_steps=83700 elapsed=33.3s lr=3.000000e-04 loss=2.7984 loss_recon=2.7984 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5878 corrupt_frac=1.0000 acc_corrupt=0.5878 loss_corrupt=2.7984 wrong_frac=0.4987 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3791 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6551 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8377 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=453.6568 out_g_norm=0.0191 loss_all=3.1396 init_gold_top10=0.4456 init_gold_top100=0.4524 +step=83800 micro_steps=83800 elapsed=33.1s lr=3.000000e-04 loss=2.8712 loss_recon=2.8712 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5793 corrupt_frac=1.0000 acc_corrupt=0.5793 loss_corrupt=2.8712 wrong_frac=0.5053 init_acc_corrupt=0.4589 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.2197 acc_corrupt_t_0p2_0p4=0.3769 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=453.8937 out_g_norm=0.0191 loss_all=3.3503 init_gold_top10=0.4301 init_gold_top100=0.4367 +step=83900 micro_steps=83900 elapsed=33.2s lr=3.000000e-04 loss=2.7626 loss_recon=2.7626 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7626 wrong_frac=0.4960 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3832 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6634 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8359 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2049 out_w_norm=454.1264 out_g_norm=0.0192 loss_all=2.6383 init_gold_top10=0.5177 init_gold_top100=0.5217 +step=84000 micro_steps=84000 elapsed=33.2s lr=3.000000e-04 loss=2.7877 loss_recon=2.7877 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7877 wrong_frac=0.5004 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.1092 corrupt_frac_t_0p0_0p2=0.2017 acc_corrupt_t_0p2_0p4=0.3864 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6590 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=454.3585 out_g_norm=0.0193 loss_all=3.0527 init_gold_top10=0.4594 init_gold_top100=0.4659 +step=84100 micro_steps=84100 elapsed=34.7s lr=3.000000e-04 loss=2.7981 loss_recon=2.7981 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.7981 wrong_frac=0.5008 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3756 corrupt_frac_t_0p2_0p4=0.1878 acc_corrupt_t_0p4_0p6=0.6563 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8367 corrupt_frac_t_0p6_0p8=0.2121 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=454.5922 out_g_norm=0.0191 loss_all=2.8584 init_gold_top10=0.4724 init_gold_top100=0.4777 +step=84200 micro_steps=84200 elapsed=33.2s lr=3.000000e-04 loss=2.8335 loss_recon=2.8335 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8335 wrong_frac=0.5018 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.0980 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3801 corrupt_frac_t_0p2_0p4=0.1992 acc_corrupt_t_0p4_0p6=0.6630 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.1989 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=454.8330 out_g_norm=0.0198 loss_all=2.3977 init_gold_top10=0.5271 init_gold_top100=0.5327 +step=84300 micro_steps=84300 elapsed=33.2s lr=3.000000e-04 loss=2.7859 loss_recon=2.7859 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7859 wrong_frac=0.4972 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3913 corrupt_frac_t_0p2_0p4=0.1888 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8341 corrupt_frac_t_0p6_0p8=0.2141 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=455.0777 out_g_norm=0.0192 loss_all=2.3917 init_gold_top10=0.5538 init_gold_top100=0.5579 +step=84400 micro_steps=84400 elapsed=33.1s lr=3.000000e-04 loss=2.8024 loss_recon=2.8024 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5880 corrupt_frac=1.0000 acc_corrupt=0.5880 loss_corrupt=2.8024 wrong_frac=0.4979 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.0977 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3742 corrupt_frac_t_0p2_0p4=0.1878 acc_corrupt_t_0p4_0p6=0.6597 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8363 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=455.3104 out_g_norm=0.0194 loss_all=2.3390 init_gold_top10=0.5251 init_gold_top100=0.5288 +step=84500 micro_steps=84500 elapsed=33.2s lr=3.000000e-04 loss=2.7392 loss_recon=2.7392 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5937 corrupt_frac=1.0000 acc_corrupt=0.5937 loss_corrupt=2.7392 wrong_frac=0.4953 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.1869 acc_corrupt_t_0p2_0p4=0.3830 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6614 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=455.5479 out_g_norm=0.0191 loss_all=2.7416 init_gold_top10=0.4927 init_gold_top100=0.4979 +step=84600 micro_steps=84600 elapsed=33.2s lr=3.000000e-04 loss=2.8013 loss_recon=2.8013 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5878 corrupt_frac=1.0000 acc_corrupt=0.5878 loss_corrupt=2.8013 wrong_frac=0.4973 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3808 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6610 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=455.7846 out_g_norm=0.0194 loss_all=3.0854 init_gold_top10=0.4649 init_gold_top100=0.4721 +step=84700 micro_steps=84700 elapsed=33.2s lr=3.000000e-04 loss=2.8073 loss_recon=2.8073 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.8073 wrong_frac=0.5009 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3844 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6610 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=456.0172 out_g_norm=0.0191 loss_all=2.6436 init_gold_top10=0.4864 init_gold_top100=0.4926 +step=84800 micro_steps=84800 elapsed=33.1s lr=3.000000e-04 loss=2.7905 loss_recon=2.7905 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5896 corrupt_frac=1.0000 acc_corrupt=0.5896 loss_corrupt=2.7905 wrong_frac=0.4976 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3763 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6612 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=456.2504 out_g_norm=0.0189 loss_all=2.4197 init_gold_top10=0.5554 init_gold_top100=0.5608 +step=84900 micro_steps=84900 elapsed=33.2s lr=3.000000e-04 loss=2.8224 loss_recon=2.8224 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5846 corrupt_frac=1.0000 acc_corrupt=0.5846 loss_corrupt=2.8224 wrong_frac=0.5019 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6584 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8368 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=456.4906 out_g_norm=0.0194 loss_all=2.9418 init_gold_top10=0.4826 init_gold_top100=0.4894 +step=85000 micro_steps=85000 elapsed=33.2s lr=3.000000e-04 loss=2.7567 loss_recon=2.7567 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5924 corrupt_frac=1.0000 acc_corrupt=0.5924 loss_corrupt=2.7567 wrong_frac=0.4939 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3715 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6600 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=456.7284 out_g_norm=0.0191 loss_all=3.2108 init_gold_top10=0.4181 init_gold_top100=0.4227 +step=85100 micro_steps=85100 elapsed=34.9s lr=3.000000e-04 loss=2.8430 loss_recon=2.8430 loss_meanflow=0.0000 mean_model_t=0.4925 mean_corrupt_t=0.4925 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5815 corrupt_frac=1.0000 acc_corrupt=0.5815 loss_corrupt=2.8430 wrong_frac=0.5075 init_acc_corrupt=0.4570 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6584 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2071 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1825 out_w_norm=456.9530 out_g_norm=0.0190 loss_all=2.6609 init_gold_top10=0.5199 init_gold_top100=0.5264 +step=85200 micro_steps=85200 elapsed=33.3s lr=3.000000e-04 loss=2.7947 loss_recon=2.7947 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5896 corrupt_frac=1.0000 acc_corrupt=0.5896 loss_corrupt=2.7947 wrong_frac=0.4959 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3771 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6588 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.1888 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2153 out_w_norm=457.1797 out_g_norm=0.0187 loss_all=3.2903 init_gold_top10=0.4358 init_gold_top100=0.4425 +step=85300 micro_steps=85300 elapsed=33.3s lr=3.000000e-04 loss=2.7163 loss_recon=2.7163 loss_meanflow=0.0000 mean_model_t=0.5087 mean_corrupt_t=0.5087 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5987 corrupt_frac=1.0000 acc_corrupt=0.5987 loss_corrupt=2.7163 wrong_frac=0.4918 init_acc_corrupt=0.4753 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3905 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2141 out_w_norm=457.4121 out_g_norm=0.0191 loss_all=2.3865 init_gold_top10=0.5159 init_gold_top100=0.5219 +step=85400 micro_steps=85400 elapsed=33.1s lr=3.000000e-04 loss=2.7893 loss_recon=2.7893 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7893 wrong_frac=0.5013 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3954 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.1834 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=457.6481 out_g_norm=0.0187 loss_all=3.0619 init_gold_top10=0.4740 init_gold_top100=0.4816 +step=85500 micro_steps=85500 elapsed=33.2s lr=3.000000e-04 loss=2.8094 loss_recon=2.8094 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5861 corrupt_frac=1.0000 acc_corrupt=0.5861 loss_corrupt=2.8094 wrong_frac=0.5026 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=457.8717 out_g_norm=0.0192 loss_all=2.6331 init_gold_top10=0.5055 init_gold_top100=0.5103 +step=85600 micro_steps=85600 elapsed=33.3s lr=3.000000e-04 loss=2.7873 loss_recon=2.7873 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5884 corrupt_frac=1.0000 acc_corrupt=0.5884 loss_corrupt=2.7873 wrong_frac=0.5004 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2045 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6617 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=458.1017 out_g_norm=0.0192 loss_all=3.3425 init_gold_top10=0.4524 init_gold_top100=0.4588 +step=85700 micro_steps=85700 elapsed=33.2s lr=3.000000e-04 loss=2.8681 loss_recon=2.8681 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5800 corrupt_frac=1.0000 acc_corrupt=0.5800 loss_corrupt=2.8681 wrong_frac=0.5050 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3783 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6612 corrupt_frac_t_0p4_0p6=0.2074 acc_corrupt_t_0p6_0p8=0.8335 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=458.3352 out_g_norm=0.0193 loss_all=2.7930 init_gold_top10=0.5081 init_gold_top100=0.5127 +step=85800 micro_steps=85800 elapsed=33.2s lr=3.000000e-04 loss=2.9113 loss_recon=2.9113 loss_meanflow=0.0000 mean_model_t=0.4884 mean_corrupt_t=0.4884 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5742 corrupt_frac=1.0000 acc_corrupt=0.5742 loss_corrupt=2.9113 wrong_frac=0.5115 init_acc_corrupt=0.4525 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2159 acc_corrupt_t_0p2_0p4=0.3843 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6581 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.1866 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=458.5665 out_g_norm=0.0192 loss_all=3.0003 init_gold_top10=0.4555 init_gold_top100=0.4613 +step=85900 micro_steps=85900 elapsed=33.2s lr=3.000000e-04 loss=2.8856 loss_recon=2.8856 loss_meanflow=0.0000 mean_model_t=0.4914 mean_corrupt_t=0.4914 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5762 corrupt_frac=1.0000 acc_corrupt=0.5762 loss_corrupt=2.8856 wrong_frac=0.5089 init_acc_corrupt=0.4549 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3728 corrupt_frac_t_0p2_0p4=0.2153 acc_corrupt_t_0p4_0p6=0.6560 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8353 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=458.8028 out_g_norm=0.0189 loss_all=3.1542 init_gold_top10=0.4518 init_gold_top100=0.4583 +step=86000 micro_steps=86000 elapsed=33.1s lr=3.000000e-04 loss=2.8664 loss_recon=2.8664 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5810 corrupt_frac=1.0000 acc_corrupt=0.5810 loss_corrupt=2.8664 wrong_frac=0.5059 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.2131 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6668 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=459.0359 out_g_norm=0.0198 loss_all=2.7702 init_gold_top10=0.5289 init_gold_top100=0.5338 +step=86100 micro_steps=86100 elapsed=34.6s lr=3.000000e-04 loss=2.7188 loss_recon=2.7188 loss_meanflow=0.0000 mean_model_t=0.5089 mean_corrupt_t=0.5089 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5977 corrupt_frac=1.0000 acc_corrupt=0.5977 loss_corrupt=2.7188 wrong_frac=0.4911 init_acc_corrupt=0.4755 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.1866 acc_corrupt_t_0p2_0p4=0.3806 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6581 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8367 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=459.2646 out_g_norm=0.0190 loss_all=2.2464 init_gold_top10=0.5694 init_gold_top100=0.5738 +step=86200 micro_steps=86200 elapsed=33.0s lr=3.000000e-04 loss=2.7797 loss_recon=2.7797 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5907 corrupt_frac=1.0000 acc_corrupt=0.5907 loss_corrupt=2.7797 wrong_frac=0.4958 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3791 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6584 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=459.4967 out_g_norm=0.0193 loss_all=2.6695 init_gold_top10=0.5079 init_gold_top100=0.5137 +step=86300 micro_steps=86300 elapsed=33.1s lr=3.000000e-04 loss=2.8195 loss_recon=2.8195 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5859 corrupt_frac=1.0000 acc_corrupt=0.5859 loss_corrupt=2.8195 wrong_frac=0.5017 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3814 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6597 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.1979 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=459.7247 out_g_norm=0.0189 loss_all=3.2770 init_gold_top10=0.4474 init_gold_top100=0.4561 +step=86400 micro_steps=86400 elapsed=33.1s lr=3.000000e-04 loss=2.7489 loss_recon=2.7489 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7489 wrong_frac=0.4943 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3807 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6632 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8400 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=459.9586 out_g_norm=0.0190 loss_all=2.0953 init_gold_top10=0.5774 init_gold_top100=0.5807 +step=86500 micro_steps=86500 elapsed=33.2s lr=3.000000e-04 loss=2.7854 loss_recon=2.7854 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7854 wrong_frac=0.4955 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3809 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2122 out_w_norm=460.1945 out_g_norm=0.0192 loss_all=3.6335 init_gold_top10=0.3974 init_gold_top100=0.4068 +step=86600 micro_steps=86600 elapsed=33.3s lr=3.000000e-04 loss=2.7740 loss_recon=2.7740 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7740 wrong_frac=0.4983 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2001 acc_corrupt_t_0p2_0p4=0.3877 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6606 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=460.4283 out_g_norm=0.0191 loss_all=1.8891 init_gold_top10=0.5966 init_gold_top100=0.5992 +step=86700 micro_steps=86700 elapsed=33.2s lr=3.000000e-04 loss=2.8092 loss_recon=2.8092 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5869 corrupt_frac=1.0000 acc_corrupt=0.5869 loss_corrupt=2.8092 wrong_frac=0.5011 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3820 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6605 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=460.6618 out_g_norm=0.0188 loss_all=2.4242 init_gold_top10=0.5359 init_gold_top100=0.5402 +step=86800 micro_steps=86800 elapsed=33.3s lr=3.000000e-04 loss=2.8022 loss_recon=2.8022 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.8022 wrong_frac=0.5000 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6630 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8355 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=460.8976 out_g_norm=0.0187 loss_all=2.1969 init_gold_top10=0.6101 init_gold_top100=0.6170 +step=86900 micro_steps=86900 elapsed=33.1s lr=3.000000e-04 loss=2.8194 loss_recon=2.8194 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5844 corrupt_frac=1.0000 acc_corrupt=0.5844 loss_corrupt=2.8194 wrong_frac=0.5024 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3838 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6595 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=461.1244 out_g_norm=0.0186 loss_all=3.5835 init_gold_top10=0.3918 init_gold_top100=0.3980 +step=87000 micro_steps=87000 elapsed=33.1s lr=3.000000e-04 loss=2.9230 loss_recon=2.9230 loss_meanflow=0.0000 mean_model_t=0.4846 mean_corrupt_t=0.4846 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5720 corrupt_frac=1.0000 acc_corrupt=0.5720 loss_corrupt=2.9230 wrong_frac=0.5157 init_acc_corrupt=0.4479 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2159 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6635 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1762 out_w_norm=461.3572 out_g_norm=0.0188 loss_all=2.8593 init_gold_top10=0.4849 init_gold_top100=0.4886 +step=87100 micro_steps=87100 elapsed=34.6s lr=3.000000e-04 loss=2.7471 loss_recon=2.7471 loss_meanflow=0.0000 mean_model_t=0.5065 mean_corrupt_t=0.5065 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5936 corrupt_frac=1.0000 acc_corrupt=0.5936 loss_corrupt=2.7471 wrong_frac=0.4933 init_acc_corrupt=0.4727 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3781 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6573 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=461.5877 out_g_norm=0.0195 loss_all=2.7191 init_gold_top10=0.4938 init_gold_top100=0.4995 +step=87200 micro_steps=87200 elapsed=33.3s lr=3.000000e-04 loss=2.7951 loss_recon=2.7951 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5880 corrupt_frac=1.0000 acc_corrupt=0.5880 loss_corrupt=2.7951 wrong_frac=0.5002 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3811 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6583 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=461.8219 out_g_norm=0.0189 loss_all=2.8272 init_gold_top10=0.4919 init_gold_top100=0.4977 +step=87300 micro_steps=87300 elapsed=33.4s lr=3.000000e-04 loss=2.8608 loss_recon=2.8608 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5788 corrupt_frac=1.0000 acc_corrupt=0.5788 loss_corrupt=2.8608 wrong_frac=0.5063 init_acc_corrupt=0.4585 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3764 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6555 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=462.0527 out_g_norm=0.0187 loss_all=3.3584 init_gold_top10=0.4265 init_gold_top100=0.4348 +step=87400 micro_steps=87400 elapsed=33.4s lr=3.000000e-04 loss=2.8145 loss_recon=2.8145 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8145 wrong_frac=0.5044 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3717 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.2119 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=462.2711 out_g_norm=0.0195 loss_all=3.7938 init_gold_top10=0.3923 init_gold_top100=0.3994 +step=87500 micro_steps=87500 elapsed=33.5s lr=3.000000e-04 loss=2.8323 loss_recon=2.8323 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5856 corrupt_frac=1.0000 acc_corrupt=0.5856 loss_corrupt=2.8323 wrong_frac=0.5012 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2141 acc_corrupt_t_0p2_0p4=0.3845 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=462.4933 out_g_norm=0.0190 loss_all=2.7445 init_gold_top10=0.5065 init_gold_top100=0.5130 +step=87600 micro_steps=87600 elapsed=33.4s lr=3.000000e-04 loss=2.7764 loss_recon=2.7764 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7764 wrong_frac=0.4990 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3895 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.1884 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=462.7256 out_g_norm=0.0188 loss_all=3.6550 init_gold_top10=0.4247 init_gold_top100=0.4369 +step=87700 micro_steps=87700 elapsed=33.4s lr=3.000000e-04 loss=2.7880 loss_recon=2.7880 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5882 corrupt_frac=1.0000 acc_corrupt=0.5882 loss_corrupt=2.7880 wrong_frac=0.5016 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.1089 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3798 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6599 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8386 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=462.9499 out_g_norm=0.0188 loss_all=3.0523 init_gold_top10=0.4608 init_gold_top100=0.4683 +step=87800 micro_steps=87800 elapsed=33.4s lr=3.000000e-04 loss=2.8129 loss_recon=2.8129 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.8129 wrong_frac=0.4996 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.0976 corrupt_frac_t_0p0_0p2=0.2055 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6631 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=463.1699 out_g_norm=0.0190 loss_all=2.5430 init_gold_top10=0.5167 init_gold_top100=0.5207 +step=87900 micro_steps=87900 elapsed=33.6s lr=3.000000e-04 loss=2.7731 loss_recon=2.7731 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7731 wrong_frac=0.4969 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3839 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6588 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=463.3982 out_g_norm=0.0195 loss_all=3.2675 init_gold_top10=0.4399 init_gold_top100=0.4477 +step=88000 micro_steps=88000 elapsed=33.4s lr=3.000000e-04 loss=2.7571 loss_recon=2.7571 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5913 corrupt_frac=1.0000 acc_corrupt=0.5913 loss_corrupt=2.7571 wrong_frac=0.4972 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1884 acc_corrupt_t_0p2_0p4=0.3788 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6607 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8349 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=463.6207 out_g_norm=0.0186 loss_all=2.0952 init_gold_top10=0.5781 init_gold_top100=0.5811 +step=88100 micro_steps=88100 elapsed=34.9s lr=3.000000e-04 loss=2.7344 loss_recon=2.7344 loss_meanflow=0.0000 mean_model_t=0.5086 mean_corrupt_t=0.5086 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5965 corrupt_frac=1.0000 acc_corrupt=0.5965 loss_corrupt=2.7344 wrong_frac=0.4915 init_acc_corrupt=0.4755 acc_corrupt_t_0p0_0p2=0.0961 corrupt_frac_t_0p0_0p2=0.1866 acc_corrupt_t_0p2_0p4=0.3777 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6566 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8355 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2097 out_w_norm=463.8455 out_g_norm=0.0185 loss_all=2.9590 init_gold_top10=0.4833 init_gold_top100=0.4883 +step=88200 micro_steps=88200 elapsed=33.5s lr=3.000000e-04 loss=2.8257 loss_recon=2.8257 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5862 corrupt_frac=1.0000 acc_corrupt=0.5862 loss_corrupt=2.8257 wrong_frac=0.4990 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3777 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6574 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=464.0740 out_g_norm=0.0188 loss_all=2.4149 init_gold_top10=0.5342 init_gold_top100=0.5388 +step=88300 micro_steps=88300 elapsed=33.5s lr=3.000000e-04 loss=2.8696 loss_recon=2.8696 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5789 corrupt_frac=1.0000 acc_corrupt=0.5789 loss_corrupt=2.8696 wrong_frac=0.5051 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.2134 acc_corrupt_t_0p2_0p4=0.3757 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6590 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.1992 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=464.3077 out_g_norm=0.0185 loss_all=2.8469 init_gold_top10=0.5037 init_gold_top100=0.5103 +step=88400 micro_steps=88400 elapsed=33.3s lr=3.000000e-04 loss=2.7891 loss_recon=2.7891 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7891 wrong_frac=0.5016 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2128 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=464.5324 out_g_norm=0.0191 loss_all=3.2070 init_gold_top10=0.4385 init_gold_top100=0.4452 +step=88500 micro_steps=88500 elapsed=33.4s lr=3.000000e-04 loss=2.7906 loss_recon=2.7906 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5883 corrupt_frac=1.0000 acc_corrupt=0.5883 loss_corrupt=2.7906 wrong_frac=0.4983 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3750 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6572 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=464.7626 out_g_norm=0.0190 loss_all=2.7708 init_gold_top10=0.5299 init_gold_top100=0.5342 +step=88600 micro_steps=88600 elapsed=33.5s lr=3.000000e-04 loss=2.8963 loss_recon=2.8963 loss_meanflow=0.0000 mean_model_t=0.4915 mean_corrupt_t=0.4915 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5755 corrupt_frac=1.0000 acc_corrupt=0.5755 loss_corrupt=2.8963 wrong_frac=0.5087 init_acc_corrupt=0.4553 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2184 acc_corrupt_t_0p2_0p4=0.3785 corrupt_frac_t_0p2_0p4=0.1989 acc_corrupt_t_0p4_0p6=0.6572 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.1967 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=464.9926 out_g_norm=0.0191 loss_all=2.7813 init_gold_top10=0.5145 init_gold_top100=0.5197 +step=88700 micro_steps=88700 elapsed=33.3s lr=3.000000e-04 loss=2.7721 loss_recon=2.7721 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5912 corrupt_frac=1.0000 acc_corrupt=0.5912 loss_corrupt=2.7721 wrong_frac=0.4977 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.0982 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6612 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8349 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=465.2304 out_g_norm=0.0189 loss_all=3.0901 init_gold_top10=0.4398 init_gold_top100=0.4484 +step=88800 micro_steps=88800 elapsed=33.4s lr=3.000000e-04 loss=2.8116 loss_recon=2.8116 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.8116 wrong_frac=0.4993 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.0992 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3820 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2121 out_w_norm=465.4497 out_g_norm=0.0183 loss_all=2.6771 init_gold_top10=0.5206 init_gold_top100=0.5252 +step=88900 micro_steps=88900 elapsed=33.3s lr=3.000000e-04 loss=2.8072 loss_recon=2.8072 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.8072 wrong_frac=0.5022 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.0984 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3877 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2017 out_w_norm=465.6721 out_g_norm=0.0185 loss_all=3.0431 init_gold_top10=0.4564 init_gold_top100=0.4644 +step=89000 micro_steps=89000 elapsed=33.4s lr=3.000000e-04 loss=2.8391 loss_recon=2.8391 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5850 corrupt_frac=1.0000 acc_corrupt=0.5850 loss_corrupt=2.8391 wrong_frac=0.5037 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1068 corrupt_frac_t_0p0_0p2=0.2122 acc_corrupt_t_0p2_0p4=0.3833 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=465.8987 out_g_norm=0.0192 loss_all=3.3228 init_gold_top10=0.4447 init_gold_top100=0.4531 +step=89100 micro_steps=89100 elapsed=34.7s lr=3.000000e-04 loss=2.7617 loss_recon=2.7617 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5924 corrupt_frac=1.0000 acc_corrupt=0.5924 loss_corrupt=2.7617 wrong_frac=0.4963 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3770 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6580 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=466.1311 out_g_norm=0.0185 loss_all=2.4744 init_gold_top10=0.5332 init_gold_top100=0.5371 +step=89200 micro_steps=89200 elapsed=33.3s lr=3.000000e-04 loss=2.8478 loss_recon=2.8478 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5818 corrupt_frac=1.0000 acc_corrupt=0.5818 loss_corrupt=2.8478 wrong_frac=0.5057 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3803 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1888 out_w_norm=466.3658 out_g_norm=0.0186 loss_all=2.8137 init_gold_top10=0.4808 init_gold_top100=0.4858 +step=89300 micro_steps=89300 elapsed=33.3s lr=3.000000e-04 loss=2.7324 loss_recon=2.7324 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5957 corrupt_frac=1.0000 acc_corrupt=0.5957 loss_corrupt=2.7324 wrong_frac=0.4933 init_acc_corrupt=0.4740 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3755 corrupt_frac_t_0p2_0p4=0.1936 acc_corrupt_t_0p4_0p6=0.6585 corrupt_frac_t_0p4_0p6=0.2125 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=466.5852 out_g_norm=0.0188 loss_all=2.1421 init_gold_top10=0.5823 init_gold_top100=0.5870 +step=89400 micro_steps=89400 elapsed=33.2s lr=3.000000e-04 loss=2.7451 loss_recon=2.7451 loss_meanflow=0.0000 mean_model_t=0.5071 mean_corrupt_t=0.5071 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5950 corrupt_frac=1.0000 acc_corrupt=0.5950 loss_corrupt=2.7451 wrong_frac=0.4927 init_acc_corrupt=0.4741 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3794 corrupt_frac_t_0p2_0p4=0.1878 acc_corrupt_t_0p4_0p6=0.6555 corrupt_frac_t_0p4_0p6=0.2121 acc_corrupt_t_0p6_0p8=0.8400 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=466.8178 out_g_norm=0.0188 loss_all=2.2270 init_gold_top10=0.5588 init_gold_top100=0.5627 +step=89500 micro_steps=89500 elapsed=33.3s lr=3.000000e-04 loss=2.7865 loss_recon=2.7865 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5907 corrupt_frac=1.0000 acc_corrupt=0.5907 loss_corrupt=2.7865 wrong_frac=0.4981 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.0980 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6626 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8377 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=467.0445 out_g_norm=0.0191 loss_all=1.7514 init_gold_top10=0.6119 init_gold_top100=0.6140 +step=89600 micro_steps=89600 elapsed=33.2s lr=3.000000e-04 loss=2.8612 loss_recon=2.8612 loss_meanflow=0.0000 mean_model_t=0.4931 mean_corrupt_t=0.4931 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5805 corrupt_frac=1.0000 acc_corrupt=0.5805 loss_corrupt=2.8612 wrong_frac=0.5067 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.0991 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3814 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6629 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=467.2687 out_g_norm=0.0185 loss_all=3.3778 init_gold_top10=0.4423 init_gold_top100=0.4484 +step=89700 micro_steps=89700 elapsed=33.3s lr=3.000000e-04 loss=2.8454 loss_recon=2.8454 loss_meanflow=0.0000 mean_model_t=0.4907 mean_corrupt_t=0.4907 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5802 corrupt_frac=1.0000 acc_corrupt=0.5802 loss_corrupt=2.8454 wrong_frac=0.5089 init_acc_corrupt=0.4560 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3899 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6632 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=467.4955 out_g_norm=0.0184 loss_all=3.8034 init_gold_top10=0.3742 init_gold_top100=0.3824 +step=89800 micro_steps=89800 elapsed=33.4s lr=3.000000e-04 loss=2.8655 loss_recon=2.8655 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5809 corrupt_frac=1.0000 acc_corrupt=0.5809 loss_corrupt=2.8655 wrong_frac=0.5064 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.2141 acc_corrupt_t_0p2_0p4=0.3802 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=467.7140 out_g_norm=0.0185 loss_all=1.8643 init_gold_top10=0.5890 init_gold_top100=0.5918 +step=89900 micro_steps=89900 elapsed=33.5s lr=3.000000e-04 loss=2.7960 loss_recon=2.7960 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.7960 wrong_frac=0.4973 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3722 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6577 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=467.9409 out_g_norm=0.0183 loss_all=2.8934 init_gold_top10=0.4861 init_gold_top100=0.4921 +step=90000 micro_steps=90000 elapsed=33.5s lr=3.000000e-04 loss=2.8420 loss_recon=2.8420 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5834 corrupt_frac=1.0000 acc_corrupt=0.5834 loss_corrupt=2.8420 wrong_frac=0.5029 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3783 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.1862 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=468.1671 out_g_norm=0.0186 loss_all=2.5417 init_gold_top10=0.5005 init_gold_top100=0.5036 +step=90100 micro_steps=90100 elapsed=51.2s lr=3.000000e-04 loss=2.7632 loss_recon=2.7632 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5937 corrupt_frac=1.0000 acc_corrupt=0.5937 loss_corrupt=2.7632 wrong_frac=0.4948 init_acc_corrupt=0.4717 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3797 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=468.3914 out_g_norm=0.0185 loss_all=2.6104 init_gold_top10=0.5213 init_gold_top100=0.5270 +step=90200 micro_steps=90200 elapsed=53.1s lr=3.000000e-04 loss=2.7856 loss_recon=2.7856 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5903 corrupt_frac=1.0000 acc_corrupt=0.5903 loss_corrupt=2.7856 wrong_frac=0.4972 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6596 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=468.6164 out_g_norm=0.0184 loss_all=2.6633 init_gold_top10=0.5272 init_gold_top100=0.5326 +step=90300 micro_steps=90300 elapsed=53.3s lr=3.000000e-04 loss=2.9213 loss_recon=2.9213 loss_meanflow=0.0000 mean_model_t=0.4871 mean_corrupt_t=0.4871 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5727 corrupt_frac=1.0000 acc_corrupt=0.5727 loss_corrupt=2.9213 wrong_frac=0.5130 init_acc_corrupt=0.4519 acc_corrupt_t_0p0_0p2=0.0966 corrupt_frac_t_0p0_0p2=0.2241 acc_corrupt_t_0p2_0p4=0.3832 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8367 corrupt_frac_t_0p6_0p8=0.1831 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=468.8410 out_g_norm=0.0187 loss_all=2.8696 init_gold_top10=0.5004 init_gold_top100=0.5055 +step=90400 micro_steps=90400 elapsed=53.3s lr=3.000000e-04 loss=2.7657 loss_recon=2.7657 loss_meanflow=0.0000 mean_model_t=0.5058 mean_corrupt_t=0.5058 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5922 corrupt_frac=1.0000 acc_corrupt=0.5922 loss_corrupt=2.7657 wrong_frac=0.4948 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3825 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6596 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2097 out_w_norm=469.0607 out_g_norm=0.0189 loss_all=3.6515 init_gold_top10=0.3768 init_gold_top100=0.3868 +step=90500 micro_steps=90500 elapsed=53.3s lr=3.000000e-04 loss=2.7855 loss_recon=2.7855 loss_meanflow=0.0000 mean_model_t=0.5062 mean_corrupt_t=0.5062 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7855 wrong_frac=0.4938 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6583 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2125 out_w_norm=469.2852 out_g_norm=0.0187 loss_all=2.0892 init_gold_top10=0.5706 init_gold_top100=0.5743 +step=90600 micro_steps=90600 elapsed=53.3s lr=3.000000e-04 loss=2.7974 loss_recon=2.7974 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5869 corrupt_frac=1.0000 acc_corrupt=0.5869 loss_corrupt=2.7974 wrong_frac=0.5034 init_acc_corrupt=0.4624 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6593 corrupt_frac_t_0p4_0p6=0.2131 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=469.5033 out_g_norm=0.0186 loss_all=2.9561 init_gold_top10=0.4776 init_gold_top100=0.4839 +step=90700 micro_steps=90700 elapsed=53.4s lr=3.000000e-04 loss=2.7889 loss_recon=2.7889 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5880 corrupt_frac=1.0000 acc_corrupt=0.5880 loss_corrupt=2.7889 wrong_frac=0.5017 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.1881 acc_corrupt_t_0p2_0p4=0.3827 corrupt_frac_t_0p2_0p4=0.2191 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=469.7167 out_g_norm=0.0193 loss_all=2.5536 init_gold_top10=0.5009 init_gold_top100=0.5054 +step=90800 micro_steps=90800 elapsed=50.7s lr=3.000000e-04 loss=2.8654 loss_recon=2.8654 loss_meanflow=0.0000 mean_model_t=0.4918 mean_corrupt_t=0.4918 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5780 corrupt_frac=1.0000 acc_corrupt=0.5780 loss_corrupt=2.8654 wrong_frac=0.5087 init_acc_corrupt=0.4557 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.2119 acc_corrupt_t_0p2_0p4=0.3787 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6578 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8351 corrupt_frac_t_0p6_0p8=0.1985 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=469.9397 out_g_norm=0.0186 loss_all=2.5213 init_gold_top10=0.5353 init_gold_top100=0.5387 +step=90900 micro_steps=90900 elapsed=33.4s lr=3.000000e-04 loss=2.7512 loss_recon=2.7512 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7512 wrong_frac=0.4954 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.1935 acc_corrupt_t_0p2_0p4=0.3814 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6617 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.2100 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1985 out_w_norm=470.1712 out_g_norm=0.0184 loss_all=2.9362 init_gold_top10=0.4821 init_gold_top100=0.4899 +step=91000 micro_steps=91000 elapsed=33.4s lr=3.000000e-04 loss=2.7806 loss_recon=2.7806 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7806 wrong_frac=0.4982 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3813 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6552 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2023 out_w_norm=470.3942 out_g_norm=0.0182 loss_all=2.5245 init_gold_top10=0.4923 init_gold_top100=0.4973 +step=91100 micro_steps=91100 elapsed=34.7s lr=3.000000e-04 loss=2.8243 loss_recon=2.8243 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8243 wrong_frac=0.5018 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3786 corrupt_frac_t_0p2_0p4=0.2049 acc_corrupt_t_0p4_0p6=0.6654 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8370 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=470.6141 out_g_norm=0.0185 loss_all=2.5642 init_gold_top10=0.4991 init_gold_top100=0.5032 +step=91200 micro_steps=91200 elapsed=33.1s lr=3.000000e-04 loss=2.8746 loss_recon=2.8746 loss_meanflow=0.0000 mean_model_t=0.4907 mean_corrupt_t=0.4907 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5777 corrupt_frac=1.0000 acc_corrupt=0.5777 loss_corrupt=2.8746 wrong_frac=0.5091 init_acc_corrupt=0.4541 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3794 corrupt_frac_t_0p2_0p4=0.2116 acc_corrupt_t_0p4_0p6=0.6633 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.1856 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=470.8511 out_g_norm=0.0187 loss_all=3.3373 init_gold_top10=0.4327 init_gold_top100=0.4407 +step=91300 micro_steps=91300 elapsed=33.1s lr=3.000000e-04 loss=2.8446 loss_recon=2.8446 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5833 corrupt_frac=1.0000 acc_corrupt=0.5833 loss_corrupt=2.8446 wrong_frac=0.5025 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3773 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=471.0723 out_g_norm=0.0181 loss_all=2.7913 init_gold_top10=0.4840 init_gold_top100=0.4905 +step=91400 micro_steps=91400 elapsed=33.2s lr=3.000000e-04 loss=2.8508 loss_recon=2.8508 loss_meanflow=0.0000 mean_model_t=0.4905 mean_corrupt_t=0.4905 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5803 corrupt_frac=1.0000 acc_corrupt=0.5803 loss_corrupt=2.8508 wrong_frac=0.5092 init_acc_corrupt=0.4551 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.2169 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1781 out_w_norm=471.2947 out_g_norm=0.0182 loss_all=3.0365 init_gold_top10=0.4451 init_gold_top100=0.4521 +step=91500 micro_steps=91500 elapsed=33.1s lr=3.000000e-04 loss=2.8257 loss_recon=2.8257 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5846 corrupt_frac=1.0000 acc_corrupt=0.5846 loss_corrupt=2.8257 wrong_frac=0.5042 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.2147 acc_corrupt_t_0p2_0p4=0.3893 corrupt_frac_t_0p2_0p4=0.1850 acc_corrupt_t_0p4_0p6=0.6638 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8359 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=471.5167 out_g_norm=0.0184 loss_all=2.9436 init_gold_top10=0.4614 init_gold_top100=0.4666 +step=91600 micro_steps=91600 elapsed=33.1s lr=3.000000e-04 loss=2.7667 loss_recon=2.7667 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7667 wrong_frac=0.4999 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.0976 corrupt_frac_t_0p0_0p2=0.1825 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6589 corrupt_frac_t_0p4_0p6=0.2147 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=471.7458 out_g_norm=0.0184 loss_all=2.0678 init_gold_top10=0.5988 init_gold_top100=0.6036 +step=91700 micro_steps=91700 elapsed=33.1s lr=3.000000e-04 loss=2.7820 loss_recon=2.7820 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7820 wrong_frac=0.4976 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3764 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6569 corrupt_frac_t_0p4_0p6=0.1872 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=471.9664 out_g_norm=0.0184 loss_all=2.0374 init_gold_top10=0.5688 init_gold_top100=0.5724 +step=91800 micro_steps=91800 elapsed=33.5s lr=3.000000e-04 loss=2.7401 loss_recon=2.7401 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7401 wrong_frac=0.4954 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3883 corrupt_frac_t_0p2_0p4=0.1982 acc_corrupt_t_0p4_0p6=0.6624 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8368 corrupt_frac_t_0p6_0p8=0.2036 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=472.1823 out_g_norm=0.0184 loss_all=2.6802 init_gold_top10=0.5151 init_gold_top100=0.5204 +step=91900 micro_steps=91900 elapsed=33.5s lr=3.000000e-04 loss=2.7743 loss_recon=2.7743 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5914 corrupt_frac=1.0000 acc_corrupt=0.5914 loss_corrupt=2.7743 wrong_frac=0.4956 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3747 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=472.4109 out_g_norm=0.0187 loss_all=2.8417 init_gold_top10=0.4885 init_gold_top100=0.4933 +step=92000 micro_steps=92000 elapsed=33.3s lr=3.000000e-04 loss=2.7860 loss_recon=2.7860 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5893 corrupt_frac=1.0000 acc_corrupt=0.5893 loss_corrupt=2.7860 wrong_frac=0.4998 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3852 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=472.6349 out_g_norm=0.0183 loss_all=1.8821 init_gold_top10=0.5951 init_gold_top100=0.5975 +step=92100 micro_steps=92100 elapsed=34.7s lr=3.000000e-04 loss=2.8146 loss_recon=2.8146 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5850 corrupt_frac=1.0000 acc_corrupt=0.5850 loss_corrupt=2.8146 wrong_frac=0.5026 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3717 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.2042 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=472.8549 out_g_norm=0.0187 loss_all=2.6402 init_gold_top10=0.5031 init_gold_top100=0.5072 +step=92200 micro_steps=92200 elapsed=33.4s lr=3.000000e-04 loss=2.7847 loss_recon=2.7847 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5893 corrupt_frac=1.0000 acc_corrupt=0.5893 loss_corrupt=2.7847 wrong_frac=0.5005 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=473.0791 out_g_norm=0.0182 loss_all=2.5272 init_gold_top10=0.5023 init_gold_top100=0.5067 +step=92300 micro_steps=92300 elapsed=33.3s lr=3.000000e-04 loss=2.7912 loss_recon=2.7912 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7912 wrong_frac=0.4975 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2042 acc_corrupt_t_0p2_0p4=0.3763 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6616 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=473.3007 out_g_norm=0.0179 loss_all=2.2324 init_gold_top10=0.5779 init_gold_top100=0.5831 +step=92400 micro_steps=92400 elapsed=33.1s lr=3.000000e-04 loss=2.7610 loss_recon=2.7610 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5926 corrupt_frac=1.0000 acc_corrupt=0.5926 loss_corrupt=2.7610 wrong_frac=0.4954 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3744 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6587 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=473.5192 out_g_norm=0.0183 loss_all=2.6019 init_gold_top10=0.5090 init_gold_top100=0.5142 +step=92500 micro_steps=92500 elapsed=33.3s lr=3.000000e-04 loss=2.7702 loss_recon=2.7702 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7702 wrong_frac=0.4998 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3812 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.2119 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=473.7481 out_g_norm=0.0182 loss_all=3.1880 init_gold_top10=0.4486 init_gold_top100=0.4560 +step=92600 micro_steps=92600 elapsed=33.2s lr=3.000000e-04 loss=2.7699 loss_recon=2.7699 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7699 wrong_frac=0.4980 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.0982 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8370 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=473.9688 out_g_norm=0.0181 loss_all=3.3179 init_gold_top10=0.4501 init_gold_top100=0.4584 +step=92700 micro_steps=92700 elapsed=33.1s lr=3.000000e-04 loss=2.7474 loss_recon=2.7474 loss_meanflow=0.0000 mean_model_t=0.5069 mean_corrupt_t=0.5069 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5940 corrupt_frac=1.0000 acc_corrupt=0.5940 loss_corrupt=2.7474 wrong_frac=0.4927 init_acc_corrupt=0.4735 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3843 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.1872 acc_corrupt_t_0p6_0p8=0.8350 corrupt_frac_t_0p6_0p8=0.2131 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=474.1957 out_g_norm=0.0181 loss_all=1.9046 init_gold_top10=0.5489 init_gold_top100=0.5533 +step=92800 micro_steps=92800 elapsed=33.2s lr=3.000000e-04 loss=2.7651 loss_recon=2.7651 loss_meanflow=0.0000 mean_model_t=0.5057 mean_corrupt_t=0.5057 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5924 corrupt_frac=1.0000 acc_corrupt=0.5924 loss_corrupt=2.7651 wrong_frac=0.4945 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3798 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6627 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=474.4225 out_g_norm=0.0187 loss_all=3.1560 init_gold_top10=0.4619 init_gold_top100=0.4674 +step=92900 micro_steps=92900 elapsed=33.1s lr=3.000000e-04 loss=2.7152 loss_recon=2.7152 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5986 corrupt_frac=1.0000 acc_corrupt=0.5986 loss_corrupt=2.7152 wrong_frac=0.4912 init_acc_corrupt=0.4748 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1884 acc_corrupt_t_0p2_0p4=0.3832 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6640 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=474.6400 out_g_norm=0.0183 loss_all=2.6440 init_gold_top10=0.4998 init_gold_top100=0.5056 +step=93000 micro_steps=93000 elapsed=33.1s lr=3.000000e-04 loss=2.8332 loss_recon=2.8332 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5850 corrupt_frac=1.0000 acc_corrupt=0.5850 loss_corrupt=2.8332 wrong_frac=0.5032 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3840 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6623 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=474.8665 out_g_norm=0.0186 loss_all=2.5521 init_gold_top10=0.5298 init_gold_top100=0.5334 +step=93100 micro_steps=93100 elapsed=34.5s lr=3.000000e-04 loss=2.7992 loss_recon=2.7992 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5878 corrupt_frac=1.0000 acc_corrupt=0.5878 loss_corrupt=2.7992 wrong_frac=0.5018 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2011 acc_corrupt_t_0p2_0p4=0.3877 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8358 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=475.0964 out_g_norm=0.0178 loss_all=2.4509 init_gold_top10=0.5060 init_gold_top100=0.5100 +step=93200 micro_steps=93200 elapsed=33.1s lr=3.000000e-04 loss=2.8385 loss_recon=2.8385 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5825 corrupt_frac=1.0000 acc_corrupt=0.5825 loss_corrupt=2.8385 wrong_frac=0.5055 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3783 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=475.3283 out_g_norm=0.0181 loss_all=3.2074 init_gold_top10=0.4535 init_gold_top100=0.4592 +step=93300 micro_steps=93300 elapsed=33.1s lr=3.000000e-04 loss=2.7719 loss_recon=2.7719 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7719 wrong_frac=0.4977 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3758 corrupt_frac_t_0p2_0p4=0.2064 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=475.5517 out_g_norm=0.0183 loss_all=2.4491 init_gold_top10=0.4907 init_gold_top100=0.4944 +step=93400 micro_steps=93400 elapsed=33.2s lr=3.000000e-04 loss=2.8259 loss_recon=2.8259 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5848 corrupt_frac=1.0000 acc_corrupt=0.5848 loss_corrupt=2.8259 wrong_frac=0.5013 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3849 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=475.7794 out_g_norm=0.0180 loss_all=1.9681 init_gold_top10=0.6021 init_gold_top100=0.6058 +step=93500 micro_steps=93500 elapsed=33.1s lr=3.000000e-04 loss=2.6807 loss_recon=2.6807 loss_meanflow=0.0000 mean_model_t=0.5149 mean_corrupt_t=0.5149 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6049 corrupt_frac=1.0000 acc_corrupt=0.6049 loss_corrupt=2.6807 wrong_frac=0.4849 init_acc_corrupt=0.4812 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1844 acc_corrupt_t_0p2_0p4=0.3798 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.2011 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2159 out_w_norm=476.0010 out_g_norm=0.0184 loss_all=2.5523 init_gold_top10=0.5392 init_gold_top100=0.5443 +step=93600 micro_steps=93600 elapsed=33.1s lr=3.000000e-04 loss=2.7799 loss_recon=2.7799 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5903 corrupt_frac=1.0000 acc_corrupt=0.5903 loss_corrupt=2.7799 wrong_frac=0.5008 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1960 acc_corrupt_t_0p2_0p4=0.3869 corrupt_frac_t_0p2_0p4=0.2147 acc_corrupt_t_0p4_0p6=0.6679 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=476.2206 out_g_norm=0.0187 loss_all=3.2927 init_gold_top10=0.4422 init_gold_top100=0.4492 +step=93700 micro_steps=93700 elapsed=33.1s lr=3.000000e-04 loss=2.8071 loss_recon=2.8071 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5855 corrupt_frac=1.0000 acc_corrupt=0.5855 loss_corrupt=2.8071 wrong_frac=0.5021 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3823 corrupt_frac_t_0p2_0p4=0.2023 acc_corrupt_t_0p4_0p6=0.6573 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.2100 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=476.4430 out_g_norm=0.0184 loss_all=2.7741 init_gold_top10=0.4731 init_gold_top100=0.4780 +step=93800 micro_steps=93800 elapsed=33.3s lr=3.000000e-04 loss=2.7832 loss_recon=2.7832 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5886 corrupt_frac=1.0000 acc_corrupt=0.5886 loss_corrupt=2.7832 wrong_frac=0.4994 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6594 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.1995 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=476.6635 out_g_norm=0.0181 loss_all=2.9906 init_gold_top10=0.4477 init_gold_top100=0.4528 +step=93900 micro_steps=93900 elapsed=33.2s lr=3.000000e-04 loss=2.7720 loss_recon=2.7720 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5904 corrupt_frac=1.0000 acc_corrupt=0.5904 loss_corrupt=2.7720 wrong_frac=0.4995 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6591 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=476.8902 out_g_norm=0.0187 loss_all=2.5537 init_gold_top10=0.5244 init_gold_top100=0.5314 +step=94000 micro_steps=94000 elapsed=33.2s lr=3.000000e-04 loss=2.8376 loss_recon=2.8376 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5825 corrupt_frac=1.0000 acc_corrupt=0.5825 loss_corrupt=2.8376 wrong_frac=0.5039 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3774 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6570 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8392 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=477.1111 out_g_norm=0.0191 loss_all=2.6964 init_gold_top10=0.5058 init_gold_top100=0.5109 +step=94100 micro_steps=94100 elapsed=34.5s lr=3.000000e-04 loss=2.8213 loss_recon=2.8213 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5838 corrupt_frac=1.0000 acc_corrupt=0.5838 loss_corrupt=2.8213 wrong_frac=0.5054 init_acc_corrupt=0.4595 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2119 acc_corrupt_t_0p2_0p4=0.3845 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=477.3357 out_g_norm=0.0183 loss_all=2.6748 init_gold_top10=0.5042 init_gold_top100=0.5092 +step=94200 micro_steps=94200 elapsed=33.1s lr=3.000000e-04 loss=2.7815 loss_recon=2.7815 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7815 wrong_frac=0.4978 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6633 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=477.5602 out_g_norm=0.0184 loss_all=3.0943 init_gold_top10=0.4787 init_gold_top100=0.4857 +step=94300 micro_steps=94300 elapsed=33.1s lr=3.000000e-04 loss=2.9222 loss_recon=2.9222 loss_meanflow=0.0000 mean_model_t=0.4839 mean_corrupt_t=0.4839 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5721 corrupt_frac=1.0000 acc_corrupt=0.5721 loss_corrupt=2.9222 wrong_frac=0.5164 init_acc_corrupt=0.4471 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.2119 acc_corrupt_t_0p2_0p4=0.3805 corrupt_frac_t_0p2_0p4=0.2147 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1812 out_w_norm=477.7854 out_g_norm=0.0180 loss_all=2.7588 init_gold_top10=0.4994 init_gold_top100=0.5038 +step=94400 micro_steps=94400 elapsed=33.1s lr=3.000000e-04 loss=2.8653 loss_recon=2.8653 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5788 corrupt_frac=1.0000 acc_corrupt=0.5788 loss_corrupt=2.8653 wrong_frac=0.5084 init_acc_corrupt=0.4551 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3790 corrupt_frac_t_0p2_0p4=0.2206 acc_corrupt_t_0p4_0p6=0.6661 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8374 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=478.0162 out_g_norm=0.0183 loss_all=2.8709 init_gold_top10=0.4812 init_gold_top100=0.4887 +step=94500 micro_steps=94500 elapsed=33.1s lr=3.000000e-04 loss=2.7678 loss_recon=2.7678 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5912 corrupt_frac=1.0000 acc_corrupt=0.5912 loss_corrupt=2.7678 wrong_frac=0.4979 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.1951 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6613 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8368 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=478.2380 out_g_norm=0.0179 loss_all=2.7381 init_gold_top10=0.5200 init_gold_top100=0.5258 +step=94600 micro_steps=94600 elapsed=33.2s lr=3.000000e-04 loss=2.7594 loss_recon=2.7594 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7594 wrong_frac=0.4958 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.3802 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6630 corrupt_frac_t_0p4_0p6=0.2125 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=478.4607 out_g_norm=0.0179 loss_all=2.3515 init_gold_top10=0.5345 init_gold_top100=0.5382 +step=94700 micro_steps=94700 elapsed=33.3s lr=3.000000e-04 loss=2.7695 loss_recon=2.7695 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5913 corrupt_frac=1.0000 acc_corrupt=0.5913 loss_corrupt=2.7695 wrong_frac=0.4968 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3762 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=478.6815 out_g_norm=0.0178 loss_all=3.2235 init_gold_top10=0.4536 init_gold_top100=0.4604 +step=94800 micro_steps=94800 elapsed=33.2s lr=3.000000e-04 loss=2.7880 loss_recon=2.7880 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.7880 wrong_frac=0.5023 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.2231 acc_corrupt_t_0p4_0p6=0.6619 corrupt_frac_t_0p4_0p6=0.1872 acc_corrupt_t_0p6_0p8=0.8332 corrupt_frac_t_0p6_0p8=0.2023 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=478.9052 out_g_norm=0.0185 loss_all=2.7537 init_gold_top10=0.5073 init_gold_top100=0.5123 +step=94900 micro_steps=94900 elapsed=33.2s lr=3.000000e-04 loss=2.7211 loss_recon=2.7211 loss_meanflow=0.0000 mean_model_t=0.5074 mean_corrupt_t=0.5074 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5976 corrupt_frac=1.0000 acc_corrupt=0.5976 loss_corrupt=2.7211 wrong_frac=0.4926 init_acc_corrupt=0.4735 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1850 acc_corrupt_t_0p2_0p4=0.3832 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6614 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8383 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=479.1348 out_g_norm=0.0180 loss_all=2.2635 init_gold_top10=0.5204 init_gold_top100=0.5233 +step=95000 micro_steps=95000 elapsed=33.2s lr=3.000000e-04 loss=2.7950 loss_recon=2.7950 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.7950 wrong_frac=0.5031 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.0987 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3958 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6646 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=479.3562 out_g_norm=0.0181 loss_all=2.7472 init_gold_top10=0.5030 init_gold_top100=0.5101 +step=95100 micro_steps=95100 elapsed=34.6s lr=3.000000e-04 loss=2.6959 loss_recon=2.6959 loss_meanflow=0.0000 mean_model_t=0.5099 mean_corrupt_t=0.5099 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6003 corrupt_frac=1.0000 acc_corrupt=0.6003 loss_corrupt=2.6959 wrong_frac=0.4902 init_acc_corrupt=0.4761 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1859 acc_corrupt_t_0p2_0p4=0.3825 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6632 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=479.5757 out_g_norm=0.0178 loss_all=1.9401 init_gold_top10=0.6074 init_gold_top100=0.6113 +step=95200 micro_steps=95200 elapsed=33.3s lr=3.000000e-04 loss=2.7699 loss_recon=2.7699 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5904 corrupt_frac=1.0000 acc_corrupt=0.5904 loss_corrupt=2.7699 wrong_frac=0.4979 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.1859 acc_corrupt_t_0p2_0p4=0.3744 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6593 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8363 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=479.7985 out_g_norm=0.0180 loss_all=3.3370 init_gold_top10=0.4464 init_gold_top100=0.4539 +step=95300 micro_steps=95300 elapsed=33.3s lr=3.000000e-04 loss=2.7243 loss_recon=2.7243 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7243 wrong_frac=0.4948 init_acc_corrupt=0.4721 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8373 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=480.0213 out_g_norm=0.0181 loss_all=2.7144 init_gold_top10=0.5124 init_gold_top100=0.5172 +step=95400 micro_steps=95400 elapsed=33.3s lr=3.000000e-04 loss=2.7884 loss_recon=2.7884 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7884 wrong_frac=0.5006 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3779 corrupt_frac_t_0p2_0p4=0.2124 acc_corrupt_t_0p4_0p6=0.6621 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.2074 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2001 out_w_norm=480.2415 out_g_norm=0.0179 loss_all=2.7570 init_gold_top10=0.5117 init_gold_top100=0.5163 +step=95500 micro_steps=95500 elapsed=33.2s lr=3.000000e-04 loss=2.7881 loss_recon=2.7881 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7881 wrong_frac=0.4985 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3797 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6594 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=480.4663 out_g_norm=0.0185 loss_all=3.2001 init_gold_top10=0.4384 init_gold_top100=0.4450 +step=95600 micro_steps=95600 elapsed=33.3s lr=3.000000e-04 loss=2.7192 loss_recon=2.7192 loss_meanflow=0.0000 mean_model_t=0.5088 mean_corrupt_t=0.5088 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5978 corrupt_frac=1.0000 acc_corrupt=0.5978 loss_corrupt=2.7192 wrong_frac=0.4913 init_acc_corrupt=0.4755 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6615 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=480.6895 out_g_norm=0.0179 loss_all=2.2896 init_gold_top10=0.5766 init_gold_top100=0.5822 +step=95700 micro_steps=95700 elapsed=33.3s lr=3.000000e-04 loss=2.7484 loss_recon=2.7484 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7484 wrong_frac=0.4934 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.1831 acc_corrupt_t_0p4_0p6=0.6608 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8373 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=480.9061 out_g_norm=0.0182 loss_all=2.5764 init_gold_top10=0.5428 init_gold_top100=0.5469 +step=95800 micro_steps=95800 elapsed=33.3s lr=3.000000e-04 loss=2.8291 loss_recon=2.8291 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8291 wrong_frac=0.5040 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3824 corrupt_frac_t_0p2_0p4=0.2153 acc_corrupt_t_0p4_0p6=0.6552 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=481.1345 out_g_norm=0.0180 loss_all=2.4195 init_gold_top10=0.5350 init_gold_top100=0.5392 +step=95900 micro_steps=95900 elapsed=33.4s lr=3.000000e-04 loss=2.7904 loss_recon=2.7904 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5895 corrupt_frac=1.0000 acc_corrupt=0.5895 loss_corrupt=2.7904 wrong_frac=0.4971 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3838 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6617 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=481.3498 out_g_norm=0.0177 loss_all=3.1988 init_gold_top10=0.4375 init_gold_top100=0.4455 +step=96000 micro_steps=96000 elapsed=33.3s lr=3.000000e-04 loss=2.7687 loss_recon=2.7687 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5916 corrupt_frac=1.0000 acc_corrupt=0.5916 loss_corrupt=2.7687 wrong_frac=0.4956 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6574 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8386 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=481.5681 out_g_norm=0.0182 loss_all=3.3973 init_gold_top10=0.4237 init_gold_top100=0.4315 +step=96100 micro_steps=96100 elapsed=34.6s lr=3.000000e-04 loss=2.7069 loss_recon=2.7069 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5998 corrupt_frac=1.0000 acc_corrupt=0.5998 loss_corrupt=2.7069 wrong_frac=0.4910 init_acc_corrupt=0.4758 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6668 corrupt_frac_t_0p4_0p6=0.2112 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=481.7800 out_g_norm=0.0180 loss_all=3.0298 init_gold_top10=0.3725 init_gold_top100=0.3810 +step=96200 micro_steps=96200 elapsed=33.4s lr=3.000000e-04 loss=2.7885 loss_recon=2.7885 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5894 corrupt_frac=1.0000 acc_corrupt=0.5894 loss_corrupt=2.7885 wrong_frac=0.5024 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.1118 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3893 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6569 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=481.9951 out_g_norm=0.0179 loss_all=3.0664 init_gold_top10=0.4686 init_gold_top100=0.4743 +step=96300 micro_steps=96300 elapsed=33.3s lr=3.000000e-04 loss=2.8331 loss_recon=2.8331 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5811 corrupt_frac=1.0000 acc_corrupt=0.5811 loss_corrupt=2.8331 wrong_frac=0.5066 init_acc_corrupt=0.4567 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.2014 acc_corrupt_t_0p2_0p4=0.3808 corrupt_frac_t_0p2_0p4=0.2144 acc_corrupt_t_0p4_0p6=0.6628 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=482.2126 out_g_norm=0.0181 loss_all=2.7916 init_gold_top10=0.4979 init_gold_top100=0.5045 +step=96400 micro_steps=96400 elapsed=33.3s lr=3.000000e-04 loss=2.8447 loss_recon=2.8447 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5813 corrupt_frac=1.0000 acc_corrupt=0.5813 loss_corrupt=2.8447 wrong_frac=0.5063 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6590 corrupt_frac_t_0p4_0p6=0.1951 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=482.4357 out_g_norm=0.0180 loss_all=3.1687 init_gold_top10=0.4690 init_gold_top100=0.4763 +step=96500 micro_steps=96500 elapsed=33.2s lr=3.000000e-04 loss=2.7818 loss_recon=2.7818 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7818 wrong_frac=0.4989 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.0989 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3872 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6624 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2116 out_w_norm=482.6595 out_g_norm=0.0182 loss_all=2.9410 init_gold_top10=0.4622 init_gold_top100=0.4698 +step=96600 micro_steps=96600 elapsed=33.2s lr=3.000000e-04 loss=2.7613 loss_recon=2.7613 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5907 corrupt_frac=1.0000 acc_corrupt=0.5907 loss_corrupt=2.7613 wrong_frac=0.4983 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.1087 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6623 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=482.8836 out_g_norm=0.0180 loss_all=2.9459 init_gold_top10=0.5111 init_gold_top100=0.5181 +step=96700 micro_steps=96700 elapsed=33.2s lr=3.000000e-04 loss=2.6973 loss_recon=2.6973 loss_meanflow=0.0000 mean_model_t=0.5086 mean_corrupt_t=0.5086 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5996 corrupt_frac=1.0000 acc_corrupt=0.5996 loss_corrupt=2.6973 wrong_frac=0.4914 init_acc_corrupt=0.4753 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.1881 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.2094 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=483.1051 out_g_norm=0.0181 loss_all=2.2315 init_gold_top10=0.5540 init_gold_top100=0.5578 +step=96800 micro_steps=96800 elapsed=33.2s lr=3.000000e-04 loss=2.7682 loss_recon=2.7682 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5915 corrupt_frac=1.0000 acc_corrupt=0.5915 loss_corrupt=2.7682 wrong_frac=0.4975 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.1866 acc_corrupt_t_0p4_0p6=0.6644 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=483.3304 out_g_norm=0.0178 loss_all=2.1970 init_gold_top10=0.5390 init_gold_top100=0.5416 +step=96900 micro_steps=96900 elapsed=33.1s lr=3.000000e-04 loss=2.7605 loss_recon=2.7605 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5927 corrupt_frac=1.0000 acc_corrupt=0.5927 loss_corrupt=2.7605 wrong_frac=0.4961 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6630 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9603 corrupt_frac_t_0p8_1p0=0.2116 out_w_norm=483.5574 out_g_norm=0.0180 loss_all=2.9551 init_gold_top10=0.4604 init_gold_top100=0.4654 +step=97000 micro_steps=97000 elapsed=33.2s lr=3.000000e-04 loss=2.8034 loss_recon=2.8034 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.8034 wrong_frac=0.5013 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3819 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6594 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=483.7774 out_g_norm=0.0178 loss_all=3.0788 init_gold_top10=0.4725 init_gold_top100=0.4771 +step=97100 micro_steps=97100 elapsed=34.6s lr=3.000000e-04 loss=2.7688 loss_recon=2.7688 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7688 wrong_frac=0.4975 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6613 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=484.0014 out_g_norm=0.0179 loss_all=2.8303 init_gold_top10=0.4776 init_gold_top100=0.4829 +step=97200 micro_steps=97200 elapsed=33.1s lr=3.000000e-04 loss=2.8043 loss_recon=2.8043 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.8043 wrong_frac=0.5009 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3800 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8357 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=484.2204 out_g_norm=0.0176 loss_all=3.2503 init_gold_top10=0.4545 init_gold_top100=0.4616 +step=97300 micro_steps=97300 elapsed=33.1s lr=3.000000e-04 loss=2.6507 loss_recon=2.6507 loss_meanflow=0.0000 mean_model_t=0.5162 mean_corrupt_t=0.5162 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6074 corrupt_frac=1.0000 acc_corrupt=0.6074 loss_corrupt=2.6507 wrong_frac=0.4843 init_acc_corrupt=0.4835 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.1859 acc_corrupt_t_0p2_0p4=0.3922 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6654 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8386 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2188 out_w_norm=484.4425 out_g_norm=0.0181 loss_all=2.9213 init_gold_top10=0.4843 init_gold_top100=0.4874 +step=97400 micro_steps=97400 elapsed=33.2s lr=3.000000e-04 loss=2.8179 loss_recon=2.8179 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.8179 wrong_frac=0.5008 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3796 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6613 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=484.6536 out_g_norm=0.0176 loss_all=2.9111 init_gold_top10=0.4816 init_gold_top100=0.4868 +step=97500 micro_steps=97500 elapsed=33.1s lr=3.000000e-04 loss=2.7265 loss_recon=2.7265 loss_meanflow=0.0000 mean_model_t=0.5082 mean_corrupt_t=0.5082 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5979 corrupt_frac=1.0000 acc_corrupt=0.5979 loss_corrupt=2.7265 wrong_frac=0.4916 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3843 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6607 corrupt_frac_t_0p4_0p6=0.1790 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.2144 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=484.8745 out_g_norm=0.0176 loss_all=3.2067 init_gold_top10=0.4334 init_gold_top100=0.4425 +step=97600 micro_steps=97600 elapsed=33.1s lr=3.000000e-04 loss=2.7419 loss_recon=2.7419 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7419 wrong_frac=0.4949 init_acc_corrupt=0.4721 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1982 acc_corrupt_t_0p2_0p4=0.3887 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.2094 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=485.0940 out_g_norm=0.0179 loss_all=2.8885 init_gold_top10=0.4601 init_gold_top100=0.4665 +step=97700 micro_steps=97700 elapsed=33.2s lr=3.000000e-04 loss=2.7772 loss_recon=2.7772 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7772 wrong_frac=0.4959 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3824 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6598 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=485.2944 out_g_norm=0.0176 loss_all=2.9438 init_gold_top10=0.5112 init_gold_top100=0.5202 +step=97800 micro_steps=97800 elapsed=33.2s lr=3.000000e-04 loss=2.7586 loss_recon=2.7586 loss_meanflow=0.0000 mean_model_t=0.5059 mean_corrupt_t=0.5059 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5936 corrupt_frac=1.0000 acc_corrupt=0.5936 loss_corrupt=2.7586 wrong_frac=0.4944 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3791 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8386 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=485.5112 out_g_norm=0.0179 loss_all=3.3390 init_gold_top10=0.4427 init_gold_top100=0.4486 +step=97900 micro_steps=97900 elapsed=33.2s lr=3.000000e-04 loss=2.8456 loss_recon=2.8456 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5821 corrupt_frac=1.0000 acc_corrupt=0.5821 loss_corrupt=2.8456 wrong_frac=0.5050 init_acc_corrupt=0.4589 acc_corrupt_t_0p0_0p2=0.1069 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3815 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=485.7345 out_g_norm=0.0180 loss_all=2.5012 init_gold_top10=0.5280 init_gold_top100=0.5317 +step=98000 micro_steps=98000 elapsed=33.1s lr=3.000000e-04 loss=2.8254 loss_recon=2.8254 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5854 corrupt_frac=1.0000 acc_corrupt=0.5854 loss_corrupt=2.8254 wrong_frac=0.5036 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.2147 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=485.9480 out_g_norm=0.0176 loss_all=2.5515 init_gold_top10=0.5228 init_gold_top100=0.5267 +step=98100 micro_steps=98100 elapsed=34.6s lr=3.000000e-04 loss=2.7563 loss_recon=2.7563 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7563 wrong_frac=0.4960 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3761 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6650 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.2178 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=486.1613 out_g_norm=0.0178 loss_all=2.4363 init_gold_top10=0.5496 init_gold_top100=0.5555 +step=98200 micro_steps=98200 elapsed=33.1s lr=3.000000e-04 loss=2.7903 loss_recon=2.7903 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5896 corrupt_frac=1.0000 acc_corrupt=0.5896 loss_corrupt=2.7903 wrong_frac=0.4965 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3787 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6589 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8363 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=486.3854 out_g_norm=0.0185 loss_all=3.1331 init_gold_top10=0.4762 init_gold_top100=0.4846 +step=98300 micro_steps=98300 elapsed=33.1s lr=3.000000e-04 loss=2.8269 loss_recon=2.8269 loss_meanflow=0.0000 mean_model_t=0.4914 mean_corrupt_t=0.4914 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5815 corrupt_frac=1.0000 acc_corrupt=0.5815 loss_corrupt=2.8269 wrong_frac=0.5083 init_acc_corrupt=0.4565 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6587 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1831 out_w_norm=486.6094 out_g_norm=0.0182 loss_all=3.0867 init_gold_top10=0.4263 init_gold_top100=0.4333 +step=98400 micro_steps=98400 elapsed=33.1s lr=3.000000e-04 loss=2.8014 loss_recon=2.8014 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8014 wrong_frac=0.5032 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3832 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6632 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=486.8310 out_g_norm=0.0178 loss_all=2.1832 init_gold_top10=0.5614 init_gold_top100=0.5651 +step=98500 micro_steps=98500 elapsed=33.5s lr=3.000000e-04 loss=2.8051 loss_recon=2.8051 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5852 corrupt_frac=1.0000 acc_corrupt=0.5852 loss_corrupt=2.8051 wrong_frac=0.5027 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3772 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=487.0435 out_g_norm=0.0179 loss_all=2.6957 init_gold_top10=0.4998 init_gold_top100=0.5049 +step=98600 micro_steps=98600 elapsed=33.8s lr=3.000000e-04 loss=2.8132 loss_recon=2.8132 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8132 wrong_frac=0.5036 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3823 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6592 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=487.2539 out_g_norm=0.0178 loss_all=3.4687 init_gold_top10=0.4091 init_gold_top100=0.4138 +step=98700 micro_steps=98700 elapsed=35.7s lr=3.000000e-04 loss=2.8164 loss_recon=2.8164 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5863 corrupt_frac=1.0000 acc_corrupt=0.5863 loss_corrupt=2.8164 wrong_frac=0.5010 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3779 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6572 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8354 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=487.4676 out_g_norm=0.0177 loss_all=2.4656 init_gold_top10=0.5450 init_gold_top100=0.5500 +step=98800 micro_steps=98800 elapsed=34.4s lr=3.000000e-04 loss=2.7559 loss_recon=2.7559 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7559 wrong_frac=0.4999 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6710 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=487.6883 out_g_norm=0.0172 loss_all=2.0118 init_gold_top10=0.6106 init_gold_top100=0.6143 +step=98900 micro_steps=98900 elapsed=33.8s lr=3.000000e-04 loss=2.7515 loss_recon=2.7515 loss_meanflow=0.0000 mean_model_t=0.5066 mean_corrupt_t=0.5066 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7515 wrong_frac=0.4933 init_acc_corrupt=0.4723 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3781 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=487.9037 out_g_norm=0.0176 loss_all=2.1548 init_gold_top10=0.5788 init_gold_top100=0.5827 +step=99000 micro_steps=99000 elapsed=33.1s lr=3.000000e-04 loss=2.8011 loss_recon=2.8011 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.8011 wrong_frac=0.5006 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.2014 acc_corrupt_t_0p2_0p4=0.3832 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6575 corrupt_frac_t_0p4_0p6=0.2011 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=488.1212 out_g_norm=0.0175 loss_all=2.1321 init_gold_top10=0.5722 init_gold_top100=0.5756 +step=99100 micro_steps=99100 elapsed=34.8s lr=3.000000e-04 loss=2.8236 loss_recon=2.8236 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5828 corrupt_frac=1.0000 acc_corrupt=0.5828 loss_corrupt=2.8236 wrong_frac=0.5060 init_acc_corrupt=0.4581 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3813 corrupt_frac_t_0p2_0p4=0.2077 acc_corrupt_t_0p4_0p6=0.6597 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1897 out_w_norm=488.3482 out_g_norm=0.0179 loss_all=2.8670 init_gold_top10=0.4736 init_gold_top100=0.4791 +step=99200 micro_steps=99200 elapsed=33.7s lr=3.000000e-04 loss=2.8246 loss_recon=2.8246 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5843 corrupt_frac=1.0000 acc_corrupt=0.5843 loss_corrupt=2.8246 wrong_frac=0.5058 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1075 corrupt_frac_t_0p0_0p2=0.2058 acc_corrupt_t_0p2_0p4=0.3869 corrupt_frac_t_0p2_0p4=0.2060 acc_corrupt_t_0p4_0p6=0.6634 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.1893 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=488.5693 out_g_norm=0.0174 loss_all=2.9326 init_gold_top10=0.4676 init_gold_top100=0.4744 +step=99300 micro_steps=99300 elapsed=33.1s lr=3.000000e-04 loss=2.7171 loss_recon=2.7171 loss_meanflow=0.0000 mean_model_t=0.5073 mean_corrupt_t=0.5073 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7171 wrong_frac=0.4925 init_acc_corrupt=0.4735 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3930 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6649 corrupt_frac_t_0p4_0p6=0.1847 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=488.7894 out_g_norm=0.0173 loss_all=2.3210 init_gold_top10=0.4970 init_gold_top100=0.5013 +step=99400 micro_steps=99400 elapsed=33.0s lr=3.000000e-04 loss=2.8382 loss_recon=2.8382 loss_meanflow=0.0000 mean_model_t=0.4926 mean_corrupt_t=0.4926 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5809 corrupt_frac=1.0000 acc_corrupt=0.5809 loss_corrupt=2.8382 wrong_frac=0.5071 init_acc_corrupt=0.4574 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3846 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6630 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.1775 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=489.0125 out_g_norm=0.0177 loss_all=2.6406 init_gold_top10=0.5091 init_gold_top100=0.5135 +step=99500 micro_steps=99500 elapsed=33.1s lr=3.000000e-04 loss=2.8478 loss_recon=2.8478 loss_meanflow=0.0000 mean_model_t=0.4924 mean_corrupt_t=0.4924 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5802 corrupt_frac=1.0000 acc_corrupt=0.5802 loss_corrupt=2.8478 wrong_frac=0.5075 init_acc_corrupt=0.4568 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3831 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6569 corrupt_frac_t_0p4_0p6=0.2116 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.1878 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=489.2278 out_g_norm=0.0177 loss_all=3.0081 init_gold_top10=0.4583 init_gold_top100=0.4635 +step=99600 micro_steps=99600 elapsed=33.1s lr=3.000000e-04 loss=2.7346 loss_recon=2.7346 loss_meanflow=0.0000 mean_model_t=0.5057 mean_corrupt_t=0.5057 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5952 corrupt_frac=1.0000 acc_corrupt=0.5952 loss_corrupt=2.7346 wrong_frac=0.4947 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.1884 acc_corrupt_t_0p2_0p4=0.3860 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6582 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8363 corrupt_frac_t_0p6_0p8=0.2175 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=489.4457 out_g_norm=0.0178 loss_all=1.9743 init_gold_top10=0.5308 init_gold_top100=0.5357 +step=99700 micro_steps=99700 elapsed=33.1s lr=3.000000e-04 loss=2.8304 loss_recon=2.8304 loss_meanflow=0.0000 mean_model_t=0.4931 mean_corrupt_t=0.4931 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5829 corrupt_frac=1.0000 acc_corrupt=0.5829 loss_corrupt=2.8304 wrong_frac=0.5067 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.0989 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3852 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6629 corrupt_frac_t_0p4_0p6=0.2125 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=489.6705 out_g_norm=0.0179 loss_all=3.0151 init_gold_top10=0.4903 init_gold_top100=0.4968 +step=99800 micro_steps=99800 elapsed=33.1s lr=3.000000e-04 loss=2.8218 loss_recon=2.8218 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5844 corrupt_frac=1.0000 acc_corrupt=0.5844 loss_corrupt=2.8218 wrong_frac=0.5041 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=489.8854 out_g_norm=0.0173 loss_all=2.6029 init_gold_top10=0.5393 init_gold_top100=0.5446 +step=99900 micro_steps=99900 elapsed=33.1s lr=3.000000e-04 loss=2.8918 loss_recon=2.8918 loss_meanflow=0.0000 mean_model_t=0.4912 mean_corrupt_t=0.4912 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5761 corrupt_frac=1.0000 acc_corrupt=0.5761 loss_corrupt=2.8918 wrong_frac=0.5089 init_acc_corrupt=0.4546 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2181 acc_corrupt_t_0p2_0p4=0.3760 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6614 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=490.1007 out_g_norm=0.0174 loss_all=2.7740 init_gold_top10=0.5068 init_gold_top100=0.5126 +step=100000 micro_steps=100000 elapsed=33.1s lr=3.000000e-04 loss=2.7865 loss_recon=2.7865 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5895 corrupt_frac=1.0000 acc_corrupt=0.5895 loss_corrupt=2.7865 wrong_frac=0.4979 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3793 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6597 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=490.3239 out_g_norm=0.0175 loss_all=2.5942 init_gold_top10=0.5309 init_gold_top100=0.5358 +step=100100 micro_steps=100100 elapsed=43.7s lr=3.000000e-04 loss=2.7991 loss_recon=2.7991 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5870 corrupt_frac=1.0000 acc_corrupt=0.5870 loss_corrupt=2.7991 wrong_frac=0.5021 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3815 corrupt_frac_t_0p2_0p4=0.2103 acc_corrupt_t_0p4_0p6=0.6628 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=490.5410 out_g_norm=0.0172 loss_all=3.4698 init_gold_top10=0.4093 init_gold_top100=0.4177 +step=100200 micro_steps=100200 elapsed=53.0s lr=3.000000e-04 loss=2.8367 loss_recon=2.8367 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5829 corrupt_frac=1.0000 acc_corrupt=0.5829 loss_corrupt=2.8367 wrong_frac=0.5039 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.3780 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6603 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1862 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=490.7638 out_g_norm=0.0175 loss_all=3.3250 init_gold_top10=0.4355 init_gold_top100=0.4416 +step=100300 micro_steps=100300 elapsed=53.0s lr=3.000000e-04 loss=2.8151 loss_recon=2.8151 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8151 wrong_frac=0.5013 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.0971 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6650 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=490.9875 out_g_norm=0.0177 loss_all=2.6180 init_gold_top10=0.4883 init_gold_top100=0.4931 +step=100400 micro_steps=100400 elapsed=53.1s lr=3.000000e-04 loss=2.7547 loss_recon=2.7547 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7547 wrong_frac=0.4956 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.6649 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=491.2048 out_g_norm=0.0174 loss_all=2.1252 init_gold_top10=0.5674 init_gold_top100=0.5713 +step=100500 micro_steps=100500 elapsed=53.0s lr=3.000000e-04 loss=2.8315 loss_recon=2.8315 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5846 corrupt_frac=1.0000 acc_corrupt=0.5846 loss_corrupt=2.8315 wrong_frac=0.5057 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3915 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=491.4086 out_g_norm=0.0187 loss_all=2.7358 init_gold_top10=0.5027 init_gold_top100=0.5087 +step=100600 micro_steps=100600 elapsed=53.1s lr=3.000000e-04 loss=2.7847 loss_recon=2.7847 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7847 wrong_frac=0.4993 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3843 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6627 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=491.6191 out_g_norm=0.0176 loss_all=2.4067 init_gold_top10=0.5395 init_gold_top100=0.5442 +step=100700 micro_steps=100700 elapsed=53.1s lr=3.000000e-04 loss=2.7238 loss_recon=2.7238 loss_meanflow=0.0000 mean_model_t=0.5057 mean_corrupt_t=0.5057 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5971 corrupt_frac=1.0000 acc_corrupt=0.5971 loss_corrupt=2.7238 wrong_frac=0.4946 init_acc_corrupt=0.4725 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3808 corrupt_frac_t_0p2_0p4=0.1847 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.2213 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=491.8374 out_g_norm=0.0177 loss_all=3.0159 init_gold_top10=0.4503 init_gold_top100=0.4565 +step=100800 micro_steps=100800 elapsed=54.7s lr=3.000000e-04 loss=2.8438 loss_recon=2.8438 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5824 corrupt_frac=1.0000 acc_corrupt=0.5824 loss_corrupt=2.8438 wrong_frac=0.5035 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3802 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6624 corrupt_frac_t_0p4_0p6=0.1929 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=492.0565 out_g_norm=0.0180 loss_all=2.6401 init_gold_top10=0.4991 init_gold_top100=0.5051 +step=100900 micro_steps=100900 elapsed=34.8s lr=3.000000e-04 loss=2.8708 loss_recon=2.8708 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5786 corrupt_frac=1.0000 acc_corrupt=0.5786 loss_corrupt=2.8708 wrong_frac=0.5080 init_acc_corrupt=0.4562 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2125 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.2008 acc_corrupt_t_0p4_0p6=0.6601 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=492.2804 out_g_norm=0.0175 loss_all=2.7635 init_gold_top10=0.5051 init_gold_top100=0.5131 +step=101000 micro_steps=101000 elapsed=33.4s lr=3.000000e-04 loss=2.7989 loss_recon=2.7989 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.7989 wrong_frac=0.5011 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3815 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6609 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8377 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=492.4924 out_g_norm=0.0175 loss_all=2.6623 init_gold_top10=0.5195 init_gold_top100=0.5247 +step=101100 micro_steps=101100 elapsed=34.8s lr=3.000000e-04 loss=2.8034 loss_recon=2.8034 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.8034 wrong_frac=0.5000 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3793 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6627 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8368 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=492.7089 out_g_norm=0.0178 loss_all=2.4592 init_gold_top10=0.5287 init_gold_top100=0.5329 +step=101200 micro_steps=101200 elapsed=33.5s lr=3.000000e-04 loss=2.8367 loss_recon=2.8367 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5824 corrupt_frac=1.0000 acc_corrupt=0.5824 loss_corrupt=2.8367 wrong_frac=0.5037 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3811 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8392 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=492.9371 out_g_norm=0.0175 loss_all=3.6919 init_gold_top10=0.3709 init_gold_top100=0.3801 +step=101300 micro_steps=101300 elapsed=33.3s lr=3.000000e-04 loss=2.7056 loss_recon=2.7056 loss_meanflow=0.0000 mean_model_t=0.5074 mean_corrupt_t=0.5074 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5984 corrupt_frac=1.0000 acc_corrupt=0.5984 loss_corrupt=2.7056 wrong_frac=0.4926 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1869 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6627 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=493.1559 out_g_norm=0.0173 loss_all=2.9076 init_gold_top10=0.5071 init_gold_top100=0.5141 +step=101400 micro_steps=101400 elapsed=33.4s lr=3.000000e-04 loss=2.7531 loss_recon=2.7531 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5931 corrupt_frac=1.0000 acc_corrupt=0.5931 loss_corrupt=2.7531 wrong_frac=0.4961 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3798 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6566 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=493.3702 out_g_norm=0.0173 loss_all=2.6712 init_gold_top10=0.5235 init_gold_top100=0.5289 +step=101500 micro_steps=101500 elapsed=33.4s lr=3.000000e-04 loss=2.7845 loss_recon=2.7845 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.7845 wrong_frac=0.5029 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3884 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6601 corrupt_frac_t_0p4_0p6=0.2119 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=493.5850 out_g_norm=0.0175 loss_all=2.6834 init_gold_top10=0.4981 init_gold_top100=0.5049 +step=101600 micro_steps=101600 elapsed=33.4s lr=3.000000e-04 loss=2.7496 loss_recon=2.7496 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7496 wrong_frac=0.4941 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6622 corrupt_frac_t_0p4_0p6=0.1866 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=493.7967 out_g_norm=0.0175 loss_all=2.8669 init_gold_top10=0.5007 init_gold_top100=0.5093 +step=101700 micro_steps=101700 elapsed=33.4s lr=3.000000e-04 loss=2.7819 loss_recon=2.7819 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7819 wrong_frac=0.4986 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6624 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=494.0197 out_g_norm=0.0174 loss_all=3.2642 init_gold_top10=0.4514 init_gold_top100=0.4582 +step=101800 micro_steps=101800 elapsed=33.4s lr=3.000000e-04 loss=2.6928 loss_recon=2.6928 loss_meanflow=0.0000 mean_model_t=0.5098 mean_corrupt_t=0.5098 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6017 corrupt_frac=1.0000 acc_corrupt=0.6017 loss_corrupt=2.6928 wrong_frac=0.4899 init_acc_corrupt=0.4756 acc_corrupt_t_0p0_0p2=0.1101 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3914 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=494.2363 out_g_norm=0.0177 loss_all=3.1743 init_gold_top10=0.4456 init_gold_top100=0.4529 +step=101900 micro_steps=101900 elapsed=33.3s lr=3.000000e-04 loss=2.8899 loss_recon=2.8899 loss_meanflow=0.0000 mean_model_t=0.4867 mean_corrupt_t=0.4867 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5759 corrupt_frac=1.0000 acc_corrupt=0.5759 loss_corrupt=2.8899 wrong_frac=0.5129 init_acc_corrupt=0.4513 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2238 acc_corrupt_t_0p2_0p4=0.3898 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1841 out_w_norm=494.4492 out_g_norm=0.0171 loss_all=2.8100 init_gold_top10=0.4798 init_gold_top100=0.4846 +step=102000 micro_steps=102000 elapsed=33.1s lr=3.000000e-04 loss=2.7567 loss_recon=2.7567 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5931 corrupt_frac=1.0000 acc_corrupt=0.5931 loss_corrupt=2.7567 wrong_frac=0.4973 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3794 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.1862 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.2147 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=494.6563 out_g_norm=0.0175 loss_all=2.8400 init_gold_top10=0.4905 init_gold_top100=0.4955 +step=102100 micro_steps=102100 elapsed=34.8s lr=3.000000e-04 loss=2.7926 loss_recon=2.7926 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.7926 wrong_frac=0.5018 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2036 acc_corrupt_t_0p6_0p8=0.8420 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=494.8672 out_g_norm=0.0178 loss_all=2.6109 init_gold_top10=0.5161 init_gold_top100=0.5215 +step=102200 micro_steps=102200 elapsed=33.4s lr=3.000000e-04 loss=2.8275 loss_recon=2.8275 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5847 corrupt_frac=1.0000 acc_corrupt=0.5847 loss_corrupt=2.8275 wrong_frac=0.5044 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.0996 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3838 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6601 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8392 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=495.0805 out_g_norm=0.0176 loss_all=3.2512 init_gold_top10=0.4598 init_gold_top100=0.4661 +step=102300 micro_steps=102300 elapsed=33.5s lr=3.000000e-04 loss=2.7550 loss_recon=2.7550 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7550 wrong_frac=0.4953 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3807 corrupt_frac_t_0p2_0p4=0.1970 acc_corrupt_t_0p4_0p6=0.6621 corrupt_frac_t_0p4_0p6=0.2116 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=495.3023 out_g_norm=0.0170 loss_all=2.8822 init_gold_top10=0.4957 init_gold_top100=0.5020 +step=102400 micro_steps=102400 elapsed=33.3s lr=3.000000e-04 loss=2.7688 loss_recon=2.7688 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5922 corrupt_frac=1.0000 acc_corrupt=0.5922 loss_corrupt=2.7688 wrong_frac=0.4971 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.0980 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6619 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.2178 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=495.5216 out_g_norm=0.0178 loss_all=2.8690 init_gold_top10=0.4909 init_gold_top100=0.4957 +step=102500 micro_steps=102500 elapsed=33.2s lr=3.000000e-04 loss=2.7909 loss_recon=2.7909 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5901 corrupt_frac=1.0000 acc_corrupt=0.5901 loss_corrupt=2.7909 wrong_frac=0.4988 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3838 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=495.7407 out_g_norm=0.0178 loss_all=2.4257 init_gold_top10=0.5299 init_gold_top100=0.5342 +step=102600 micro_steps=102600 elapsed=33.4s lr=3.000000e-04 loss=2.8286 loss_recon=2.8286 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5833 corrupt_frac=1.0000 acc_corrupt=0.5833 loss_corrupt=2.8286 wrong_frac=0.5036 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3795 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6626 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2023 out_w_norm=495.9529 out_g_norm=0.0172 loss_all=3.4787 init_gold_top10=0.4075 init_gold_top100=0.4128 +step=102700 micro_steps=102700 elapsed=33.2s lr=3.000000e-04 loss=2.8222 loss_recon=2.8222 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5856 corrupt_frac=1.0000 acc_corrupt=0.5856 loss_corrupt=2.8222 wrong_frac=0.5012 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3772 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6621 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8381 corrupt_frac_t_0p6_0p8=0.1982 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=496.1699 out_g_norm=0.0175 loss_all=1.8804 init_gold_top10=0.6104 init_gold_top100=0.6155 +step=102800 micro_steps=102800 elapsed=33.2s lr=3.000000e-04 loss=2.7593 loss_recon=2.7593 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7593 wrong_frac=0.4977 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3839 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6611 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=496.3929 out_g_norm=0.0175 loss_all=3.6567 init_gold_top10=0.3953 init_gold_top100=0.4046 +step=102900 micro_steps=102900 elapsed=33.1s lr=3.000000e-04 loss=2.7828 loss_recon=2.7828 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5896 corrupt_frac=1.0000 acc_corrupt=0.5896 loss_corrupt=2.7828 wrong_frac=0.4998 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3842 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6616 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=496.6127 out_g_norm=0.0176 loss_all=3.3708 init_gold_top10=0.4274 init_gold_top100=0.4344 +step=103000 micro_steps=103000 elapsed=33.1s lr=3.000000e-04 loss=2.8179 loss_recon=2.8179 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5853 corrupt_frac=1.0000 acc_corrupt=0.5853 loss_corrupt=2.8179 wrong_frac=0.5026 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3812 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6619 corrupt_frac_t_0p4_0p6=0.2017 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=496.8266 out_g_norm=0.0172 loss_all=3.0172 init_gold_top10=0.4743 init_gold_top100=0.4803 +step=103100 micro_steps=103100 elapsed=34.5s lr=3.000000e-04 loss=2.7670 loss_recon=2.7670 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5923 corrupt_frac=1.0000 acc_corrupt=0.5923 loss_corrupt=2.7670 wrong_frac=0.4985 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3830 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8400 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=497.0357 out_g_norm=0.0174 loss_all=3.1566 init_gold_top10=0.4576 init_gold_top100=0.4638 +step=103200 micro_steps=103200 elapsed=33.2s lr=3.000000e-04 loss=2.8601 loss_recon=2.8601 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5796 corrupt_frac=1.0000 acc_corrupt=0.5796 loss_corrupt=2.8601 wrong_frac=0.5054 init_acc_corrupt=0.4589 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3752 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6596 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.1866 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=497.2535 out_g_norm=0.0172 loss_all=3.1135 init_gold_top10=0.4535 init_gold_top100=0.4590 +step=103300 micro_steps=103300 elapsed=33.1s lr=3.000000e-04 loss=2.7294 loss_recon=2.7294 loss_meanflow=0.0000 mean_model_t=0.5080 mean_corrupt_t=0.5080 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5969 corrupt_frac=1.0000 acc_corrupt=0.5969 loss_corrupt=2.7294 wrong_frac=0.4918 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8383 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2119 out_w_norm=497.4595 out_g_norm=0.0172 loss_all=3.2770 init_gold_top10=0.4403 init_gold_top100=0.4468 +step=103400 micro_steps=103400 elapsed=33.3s lr=3.000000e-04 loss=2.7758 loss_recon=2.7758 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5895 corrupt_frac=1.0000 acc_corrupt=0.5895 loss_corrupt=2.7758 wrong_frac=0.4991 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3727 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6607 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=497.6706 out_g_norm=0.0171 loss_all=3.3484 init_gold_top10=0.4172 init_gold_top100=0.4247 +step=103500 micro_steps=103500 elapsed=33.3s lr=3.000000e-04 loss=2.8532 loss_recon=2.8532 loss_meanflow=0.0000 mean_model_t=0.4903 mean_corrupt_t=0.4903 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5800 corrupt_frac=1.0000 acc_corrupt=0.5800 loss_corrupt=2.8532 wrong_frac=0.5098 init_acc_corrupt=0.4546 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.2150 acc_corrupt_t_0p4_0p6=0.6646 corrupt_frac_t_0p4_0p6=0.2039 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1859 out_w_norm=497.8765 out_g_norm=0.0171 loss_all=2.5793 init_gold_top10=0.5021 init_gold_top100=0.5081 +step=103600 micro_steps=103600 elapsed=33.3s lr=3.000000e-04 loss=2.8501 loss_recon=2.8501 loss_meanflow=0.0000 mean_model_t=0.4927 mean_corrupt_t=0.4927 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5799 corrupt_frac=1.0000 acc_corrupt=0.5799 loss_corrupt=2.8501 wrong_frac=0.5073 init_acc_corrupt=0.4566 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3769 corrupt_frac_t_0p2_0p4=0.2153 acc_corrupt_t_0p4_0p6=0.6633 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.1998 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=498.0904 out_g_norm=0.0178 loss_all=2.5765 init_gold_top10=0.5403 init_gold_top100=0.5446 +step=103700 micro_steps=103700 elapsed=33.2s lr=3.000000e-04 loss=2.7250 loss_recon=2.7250 loss_meanflow=0.0000 mean_model_t=0.5089 mean_corrupt_t=0.5089 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5977 corrupt_frac=1.0000 acc_corrupt=0.5977 loss_corrupt=2.7250 wrong_frac=0.4913 init_acc_corrupt=0.4757 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3792 corrupt_frac_t_0p2_0p4=0.1825 acc_corrupt_t_0p4_0p6=0.6635 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.2083 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=498.3077 out_g_norm=0.0174 loss_all=2.7772 init_gold_top10=0.4867 init_gold_top100=0.4922 +step=103800 micro_steps=103800 elapsed=33.2s lr=3.000000e-04 loss=2.7039 loss_recon=2.7039 loss_meanflow=0.0000 mean_model_t=0.5112 mean_corrupt_t=0.5112 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5999 corrupt_frac=1.0000 acc_corrupt=0.5999 loss_corrupt=2.7039 wrong_frac=0.4893 init_acc_corrupt=0.4781 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1872 acc_corrupt_t_0p2_0p4=0.3811 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6588 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.2184 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=498.5158 out_g_norm=0.0177 loss_all=3.3493 init_gold_top10=0.4253 init_gold_top100=0.4325 +step=103900 micro_steps=103900 elapsed=33.4s lr=3.000000e-04 loss=2.8036 loss_recon=2.8036 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.8036 wrong_frac=0.5017 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.1866 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=498.7222 out_g_norm=0.0173 loss_all=3.7160 init_gold_top10=0.4059 init_gold_top100=0.4156 +step=104000 micro_steps=104000 elapsed=33.2s lr=3.000000e-04 loss=2.7319 loss_recon=2.7319 loss_meanflow=0.0000 mean_model_t=0.5076 mean_corrupt_t=0.5076 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5974 corrupt_frac=1.0000 acc_corrupt=0.5974 loss_corrupt=2.7319 wrong_frac=0.4925 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3911 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2128 out_w_norm=498.9335 out_g_norm=0.0173 loss_all=2.9999 init_gold_top10=0.4529 init_gold_top100=0.4600 +step=104100 micro_steps=104100 elapsed=34.6s lr=3.000000e-04 loss=2.8356 loss_recon=2.8356 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5839 corrupt_frac=1.0000 acc_corrupt=0.5839 loss_corrupt=2.8356 wrong_frac=0.5050 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3736 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=499.1482 out_g_norm=0.0180 loss_all=3.4709 init_gold_top10=0.4443 init_gold_top100=0.4517 +step=104200 micro_steps=104200 elapsed=33.1s lr=3.000000e-04 loss=2.7193 loss_recon=2.7193 loss_meanflow=0.0000 mean_model_t=0.5082 mean_corrupt_t=0.5082 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5974 corrupt_frac=1.0000 acc_corrupt=0.5974 loss_corrupt=2.7193 wrong_frac=0.4920 init_acc_corrupt=0.4740 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3813 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6646 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=499.3574 out_g_norm=0.0173 loss_all=2.6990 init_gold_top10=0.5387 init_gold_top100=0.5436 +step=104300 micro_steps=104300 elapsed=33.2s lr=3.000000e-04 loss=2.7235 loss_recon=2.7235 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5967 corrupt_frac=1.0000 acc_corrupt=0.5967 loss_corrupt=2.7235 wrong_frac=0.4957 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.1866 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6586 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=499.5691 out_g_norm=0.0174 loss_all=2.0797 init_gold_top10=0.5470 init_gold_top100=0.5501 +step=104400 micro_steps=104400 elapsed=33.2s lr=3.000000e-04 loss=2.7885 loss_recon=2.7885 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7885 wrong_frac=0.4990 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6579 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=499.7740 out_g_norm=0.0172 loss_all=3.1216 init_gold_top10=0.4564 init_gold_top100=0.4634 +step=104500 micro_steps=104500 elapsed=33.3s lr=3.000000e-04 loss=2.7239 loss_recon=2.7239 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7239 wrong_frac=0.4969 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2150 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=499.9913 out_g_norm=0.0169 loss_all=2.4832 init_gold_top10=0.5163 init_gold_top100=0.5219 +step=104600 micro_steps=104600 elapsed=33.3s lr=3.000000e-04 loss=2.7639 loss_recon=2.7639 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5914 corrupt_frac=1.0000 acc_corrupt=0.5914 loss_corrupt=2.7639 wrong_frac=0.4961 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3790 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6598 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8370 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=500.2067 out_g_norm=0.0171 loss_all=2.2309 init_gold_top10=0.6028 init_gold_top100=0.6058 +step=104700 micro_steps=104700 elapsed=33.4s lr=3.000000e-04 loss=2.7912 loss_recon=2.7912 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5888 corrupt_frac=1.0000 acc_corrupt=0.5888 loss_corrupt=2.7912 wrong_frac=0.5011 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.0998 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3842 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1985 out_w_norm=500.4165 out_g_norm=0.0170 loss_all=3.3997 init_gold_top10=0.4446 init_gold_top100=0.4527 +step=104800 micro_steps=104800 elapsed=33.4s lr=3.000000e-04 loss=2.8143 loss_recon=2.8143 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5854 corrupt_frac=1.0000 acc_corrupt=0.5854 loss_corrupt=2.8143 wrong_frac=0.5018 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6573 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2083 out_w_norm=500.6339 out_g_norm=0.0172 loss_all=3.1938 init_gold_top10=0.4470 init_gold_top100=0.4534 +step=104900 micro_steps=104900 elapsed=33.3s lr=3.000000e-04 loss=2.8188 loss_recon=2.8188 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5852 corrupt_frac=1.0000 acc_corrupt=0.5852 loss_corrupt=2.8188 wrong_frac=0.5045 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.1837 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=500.8487 out_g_norm=0.0174 loss_all=3.1052 init_gold_top10=0.4428 init_gold_top100=0.4499 +step=105000 micro_steps=105000 elapsed=33.3s lr=3.000000e-04 loss=2.7876 loss_recon=2.7876 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5894 corrupt_frac=1.0000 acc_corrupt=0.5894 loss_corrupt=2.7876 wrong_frac=0.4984 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3794 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6613 corrupt_frac_t_0p4_0p6=0.1828 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.2147 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=501.0537 out_g_norm=0.0170 loss_all=2.7822 init_gold_top10=0.5112 init_gold_top100=0.5178 +step=105100 micro_steps=105100 elapsed=34.7s lr=3.000000e-04 loss=2.8150 loss_recon=2.8150 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5845 corrupt_frac=1.0000 acc_corrupt=0.5845 loss_corrupt=2.8150 wrong_frac=0.5023 init_acc_corrupt=0.4624 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3842 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6560 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=501.2665 out_g_norm=0.0172 loss_all=2.3933 init_gold_top10=0.5345 init_gold_top100=0.5395 +step=105200 micro_steps=105200 elapsed=33.2s lr=3.000000e-04 loss=2.8156 loss_recon=2.8156 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.8156 wrong_frac=0.5007 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.3813 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6667 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2030 out_w_norm=501.4804 out_g_norm=0.0172 loss_all=3.1349 init_gold_top10=0.4460 init_gold_top100=0.4540 +step=105300 micro_steps=105300 elapsed=33.3s lr=3.000000e-04 loss=2.7701 loss_recon=2.7701 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5923 corrupt_frac=1.0000 acc_corrupt=0.5923 loss_corrupt=2.7701 wrong_frac=0.4957 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3792 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.1954 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2116 out_w_norm=501.6937 out_g_norm=0.0172 loss_all=2.6328 init_gold_top10=0.5128 init_gold_top100=0.5188 +step=105400 micro_steps=105400 elapsed=33.3s lr=3.000000e-04 loss=2.8389 loss_recon=2.8389 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5826 corrupt_frac=1.0000 acc_corrupt=0.5826 loss_corrupt=2.8389 wrong_frac=0.5054 init_acc_corrupt=0.4589 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3820 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6621 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=501.9062 out_g_norm=0.0169 loss_all=2.6584 init_gold_top10=0.5164 init_gold_top100=0.5213 +step=105500 micro_steps=105500 elapsed=33.4s lr=3.000000e-04 loss=2.8015 loss_recon=2.8015 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5878 corrupt_frac=1.0000 acc_corrupt=0.5878 loss_corrupt=2.8015 wrong_frac=0.5005 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1089 corrupt_frac_t_0p0_0p2=0.2049 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6590 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8381 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2055 out_w_norm=502.1140 out_g_norm=0.0178 loss_all=3.3724 init_gold_top10=0.4278 init_gold_top100=0.4327 +step=105600 micro_steps=105600 elapsed=33.3s lr=3.000000e-04 loss=2.7485 loss_recon=2.7485 loss_meanflow=0.0000 mean_model_t=0.5066 mean_corrupt_t=0.5066 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5952 corrupt_frac=1.0000 acc_corrupt=0.5952 loss_corrupt=2.7485 wrong_frac=0.4935 init_acc_corrupt=0.4725 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3802 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6676 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=502.3233 out_g_norm=0.0170 loss_all=2.8494 init_gold_top10=0.4602 init_gold_top100=0.4668 +step=105700 micro_steps=105700 elapsed=33.3s lr=3.000000e-04 loss=2.7745 loss_recon=2.7745 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5901 corrupt_frac=1.0000 acc_corrupt=0.5901 loss_corrupt=2.7745 wrong_frac=0.4992 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3815 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6627 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8368 corrupt_frac_t_0p6_0p8=0.2112 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=502.5500 out_g_norm=0.0182 loss_all=3.0504 init_gold_top10=0.4394 init_gold_top100=0.4459 +step=105800 micro_steps=105800 elapsed=33.2s lr=3.000000e-04 loss=2.8100 loss_recon=2.8100 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5860 corrupt_frac=1.0000 acc_corrupt=0.5860 loss_corrupt=2.8100 wrong_frac=0.5023 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3868 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=502.7654 out_g_norm=0.0171 loss_all=2.2329 init_gold_top10=0.5797 init_gold_top100=0.5857 +step=105900 micro_steps=105900 elapsed=33.1s lr=3.000000e-04 loss=2.8303 loss_recon=2.8303 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8303 wrong_frac=0.5030 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2144 acc_corrupt_t_0p2_0p4=0.3811 corrupt_frac_t_0p2_0p4=0.1862 acc_corrupt_t_0p4_0p6=0.6655 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8374 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=502.9789 out_g_norm=0.0175 loss_all=2.3612 init_gold_top10=0.5525 init_gold_top100=0.5573 +step=106000 micro_steps=106000 elapsed=33.2s lr=3.000000e-04 loss=2.7977 loss_recon=2.7977 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.7977 wrong_frac=0.4981 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6603 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8355 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=503.1900 out_g_norm=0.0165 loss_all=2.7385 init_gold_top10=0.4784 init_gold_top100=0.4819 +step=106100 micro_steps=106100 elapsed=34.7s lr=3.000000e-04 loss=2.7468 loss_recon=2.7468 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5948 corrupt_frac=1.0000 acc_corrupt=0.5948 loss_corrupt=2.7468 wrong_frac=0.4958 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1119 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.1967 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=503.4013 out_g_norm=0.0170 loss_all=2.4355 init_gold_top10=0.5360 init_gold_top100=0.5413 +step=106200 micro_steps=106200 elapsed=33.3s lr=3.000000e-04 loss=2.7595 loss_recon=2.7595 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7595 wrong_frac=0.4969 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6638 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=503.6065 out_g_norm=0.0176 loss_all=1.9270 init_gold_top10=0.6012 init_gold_top100=0.6040 +step=106300 micro_steps=106300 elapsed=33.3s lr=3.000000e-04 loss=2.8272 loss_recon=2.8272 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5842 corrupt_frac=1.0000 acc_corrupt=0.5842 loss_corrupt=2.8272 wrong_frac=0.5045 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6631 corrupt_frac_t_0p4_0p6=0.1872 acc_corrupt_t_0p6_0p8=0.8386 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=503.8225 out_g_norm=0.0172 loss_all=3.0035 init_gold_top10=0.4866 init_gold_top100=0.4931 +step=106400 micro_steps=106400 elapsed=33.4s lr=3.000000e-04 loss=2.7673 loss_recon=2.7673 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7673 wrong_frac=0.4975 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6598 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8400 corrupt_frac_t_0p6_0p8=0.2055 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=504.0402 out_g_norm=0.0170 loss_all=2.8967 init_gold_top10=0.4837 init_gold_top100=0.4904 +step=106500 micro_steps=106500 elapsed=33.3s lr=3.000000e-04 loss=2.8068 loss_recon=2.8068 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.8068 wrong_frac=0.5005 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3901 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6596 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8357 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=504.2567 out_g_norm=0.0170 loss_all=2.9003 init_gold_top10=0.4868 init_gold_top100=0.4925 +step=106600 micro_steps=106600 elapsed=33.3s lr=3.000000e-04 loss=2.8659 loss_recon=2.8659 loss_meanflow=0.0000 mean_model_t=0.4929 mean_corrupt_t=0.4929 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5800 corrupt_frac=1.0000 acc_corrupt=0.5800 loss_corrupt=2.8659 wrong_frac=0.5073 init_acc_corrupt=0.4575 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2124 acc_corrupt_t_0p2_0p4=0.3746 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=504.4691 out_g_norm=0.0169 loss_all=1.8344 init_gold_top10=0.6082 init_gold_top100=0.6101 +step=106700 micro_steps=106700 elapsed=33.3s lr=3.000000e-04 loss=2.8237 loss_recon=2.8237 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8237 wrong_frac=0.5045 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3855 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6634 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=504.6746 out_g_norm=0.0170 loss_all=3.1799 init_gold_top10=0.4536 init_gold_top100=0.4622 +step=106800 micro_steps=106800 elapsed=33.4s lr=3.000000e-04 loss=2.7184 loss_recon=2.7184 loss_meanflow=0.0000 mean_model_t=0.5069 mean_corrupt_t=0.5069 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5983 corrupt_frac=1.0000 acc_corrupt=0.5983 loss_corrupt=2.7184 wrong_frac=0.4929 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3912 corrupt_frac_t_0p2_0p4=0.1888 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8381 corrupt_frac_t_0p6_0p8=0.2128 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2030 out_w_norm=504.8803 out_g_norm=0.0174 loss_all=3.0385 init_gold_top10=0.4293 init_gold_top100=0.4343 +step=106900 micro_steps=106900 elapsed=33.3s lr=3.000000e-04 loss=2.8369 loss_recon=2.8369 loss_meanflow=0.0000 mean_model_t=0.4924 mean_corrupt_t=0.4924 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5815 corrupt_frac=1.0000 acc_corrupt=0.5815 loss_corrupt=2.8369 wrong_frac=0.5074 init_acc_corrupt=0.4566 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3839 corrupt_frac_t_0p2_0p4=0.2166 acc_corrupt_t_0p4_0p6=0.6640 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1859 out_w_norm=505.0894 out_g_norm=0.0175 loss_all=3.1097 init_gold_top10=0.4510 init_gold_top100=0.4576 +step=107000 micro_steps=107000 elapsed=33.4s lr=3.000000e-04 loss=2.7767 loss_recon=2.7767 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5919 corrupt_frac=1.0000 acc_corrupt=0.5919 loss_corrupt=2.7767 wrong_frac=0.4946 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.2020 acc_corrupt_t_0p2_0p4=0.3806 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6599 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.1973 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2159 out_w_norm=505.2977 out_g_norm=0.0169 loss_all=2.4180 init_gold_top10=0.5107 init_gold_top100=0.5150 +step=107100 micro_steps=107100 elapsed=34.8s lr=3.000000e-04 loss=2.8326 loss_recon=2.8326 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5832 corrupt_frac=1.0000 acc_corrupt=0.5832 loss_corrupt=2.8326 wrong_frac=0.5042 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=505.5092 out_g_norm=0.0171 loss_all=2.9376 init_gold_top10=0.4617 init_gold_top100=0.4680 +step=107200 micro_steps=107200 elapsed=33.3s lr=3.000000e-04 loss=2.8491 loss_recon=2.8491 loss_meanflow=0.0000 mean_model_t=0.4926 mean_corrupt_t=0.4926 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5808 corrupt_frac=1.0000 acc_corrupt=0.5808 loss_corrupt=2.8491 wrong_frac=0.5077 init_acc_corrupt=0.4563 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2096 acc_corrupt_t_0p2_0p4=0.3824 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6631 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8339 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=505.7177 out_g_norm=0.0171 loss_all=3.2924 init_gold_top10=0.4215 init_gold_top100=0.4269 +step=107300 micro_steps=107300 elapsed=33.3s lr=3.000000e-04 loss=2.6601 loss_recon=2.6601 loss_meanflow=0.0000 mean_model_t=0.5142 mean_corrupt_t=0.5142 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6056 corrupt_frac=1.0000 acc_corrupt=0.6056 loss_corrupt=2.6601 wrong_frac=0.4860 init_acc_corrupt=0.4816 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1869 acc_corrupt_t_0p2_0p4=0.3961 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2131 out_w_norm=505.9306 out_g_norm=0.0168 loss_all=2.8417 init_gold_top10=0.4910 init_gold_top100=0.4976 +step=107400 micro_steps=107400 elapsed=33.3s lr=3.000000e-04 loss=2.7672 loss_recon=2.7672 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5912 corrupt_frac=1.0000 acc_corrupt=0.5912 loss_corrupt=2.7672 wrong_frac=0.4957 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3725 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6585 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=506.1379 out_g_norm=0.0175 loss_all=2.7758 init_gold_top10=0.5100 init_gold_top100=0.5165 +step=107500 micro_steps=107500 elapsed=33.4s lr=3.000000e-04 loss=2.7711 loss_recon=2.7711 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5903 corrupt_frac=1.0000 acc_corrupt=0.5903 loss_corrupt=2.7711 wrong_frac=0.5003 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3825 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6640 corrupt_frac_t_0p4_0p6=0.1979 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=506.3456 out_g_norm=0.0170 loss_all=2.3931 init_gold_top10=0.5382 init_gold_top100=0.5441 +step=107600 micro_steps=107600 elapsed=33.3s lr=3.000000e-04 loss=2.7712 loss_recon=2.7712 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7712 wrong_frac=0.4986 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6658 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=506.5531 out_g_norm=0.0191 loss_all=3.1249 init_gold_top10=0.4521 init_gold_top100=0.4594 +step=107700 micro_steps=107700 elapsed=33.3s lr=3.000000e-04 loss=2.7109 loss_recon=2.7109 loss_meanflow=0.0000 mean_model_t=0.5083 mean_corrupt_t=0.5083 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5990 corrupt_frac=1.0000 acc_corrupt=0.5990 loss_corrupt=2.7109 wrong_frac=0.4916 init_acc_corrupt=0.4755 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.1869 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=506.7657 out_g_norm=0.0169 loss_all=2.6969 init_gold_top10=0.4983 init_gold_top100=0.5034 +step=107800 micro_steps=107800 elapsed=33.3s lr=3.000000e-04 loss=2.7893 loss_recon=2.7893 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7893 wrong_frac=0.5000 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1073 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6609 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=506.9734 out_g_norm=0.0168 loss_all=2.0696 init_gold_top10=0.5608 init_gold_top100=0.5637 +step=107900 micro_steps=107900 elapsed=33.4s lr=3.000000e-04 loss=2.8005 loss_recon=2.8005 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.8005 wrong_frac=0.5002 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3795 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=507.1780 out_g_norm=0.0171 loss_all=2.4625 init_gold_top10=0.5508 init_gold_top100=0.5555 +step=108000 micro_steps=108000 elapsed=33.3s lr=3.000000e-04 loss=2.8336 loss_recon=2.8336 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5834 corrupt_frac=1.0000 acc_corrupt=0.5834 loss_corrupt=2.8336 wrong_frac=0.5027 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.2128 acc_corrupt_t_0p2_0p4=0.3782 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6650 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=507.3827 out_g_norm=0.0169 loss_all=3.6030 init_gold_top10=0.4049 init_gold_top100=0.4130 +step=108100 micro_steps=108100 elapsed=34.7s lr=3.000000e-04 loss=2.8381 loss_recon=2.8381 loss_meanflow=0.0000 mean_model_t=0.4917 mean_corrupt_t=0.4917 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5819 corrupt_frac=1.0000 acc_corrupt=0.5819 loss_corrupt=2.8381 wrong_frac=0.5085 init_acc_corrupt=0.4564 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6658 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8341 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=507.5856 out_g_norm=0.0169 loss_all=2.7292 init_gold_top10=0.5118 init_gold_top100=0.5180 +step=108200 micro_steps=108200 elapsed=33.4s lr=3.000000e-04 loss=2.7899 loss_recon=2.7899 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.7899 wrong_frac=0.5011 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3880 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8374 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=507.7874 out_g_norm=0.0168 loss_all=2.4796 init_gold_top10=0.5411 init_gold_top100=0.5475 +step=108300 micro_steps=108300 elapsed=33.3s lr=3.000000e-04 loss=2.8740 loss_recon=2.8740 loss_meanflow=0.0000 mean_model_t=0.4929 mean_corrupt_t=0.4929 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5784 corrupt_frac=1.0000 acc_corrupt=0.5784 loss_corrupt=2.8740 wrong_frac=0.5071 init_acc_corrupt=0.4577 acc_corrupt_t_0p0_0p2=0.0961 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.3780 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6616 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=507.9988 out_g_norm=0.0170 loss_all=3.1153 init_gold_top10=0.4700 init_gold_top100=0.4770 +step=108400 micro_steps=108400 elapsed=33.3s lr=3.000000e-04 loss=2.7105 loss_recon=2.7105 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5979 corrupt_frac=1.0000 acc_corrupt=0.5979 loss_corrupt=2.7105 wrong_frac=0.4939 init_acc_corrupt=0.4731 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3839 corrupt_frac_t_0p2_0p4=0.1856 acc_corrupt_t_0p4_0p6=0.6605 corrupt_frac_t_0p4_0p6=0.2128 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=508.2026 out_g_norm=0.0169 loss_all=2.2017 init_gold_top10=0.5671 init_gold_top100=0.5723 +step=108500 micro_steps=108500 elapsed=33.3s lr=3.000000e-04 loss=2.6911 loss_recon=2.6911 loss_meanflow=0.0000 mean_model_t=0.5103 mean_corrupt_t=0.5103 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6019 corrupt_frac=1.0000 acc_corrupt=0.6019 loss_corrupt=2.6911 wrong_frac=0.4895 init_acc_corrupt=0.4776 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3850 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8400 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=508.4052 out_g_norm=0.0170 loss_all=3.3549 init_gold_top10=0.4525 init_gold_top100=0.4608 +step=108600 micro_steps=108600 elapsed=33.3s lr=3.000000e-04 loss=2.8239 loss_recon=2.8239 loss_meanflow=0.0000 mean_model_t=0.4950 mean_corrupt_t=0.4950 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5848 corrupt_frac=1.0000 acc_corrupt=0.5848 loss_corrupt=2.8239 wrong_frac=0.5051 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3792 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=508.6139 out_g_norm=0.0168 loss_all=3.2912 init_gold_top10=0.4312 init_gold_top100=0.4379 +step=108700 micro_steps=108700 elapsed=33.3s lr=3.000000e-04 loss=2.7998 loss_recon=2.7998 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.7998 wrong_frac=0.5042 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3805 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=508.8219 out_g_norm=0.0167 loss_all=3.0984 init_gold_top10=0.4636 init_gold_top100=0.4695 +step=108800 micro_steps=108800 elapsed=33.3s lr=3.000000e-04 loss=2.7985 loss_recon=2.7985 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5872 corrupt_frac=1.0000 acc_corrupt=0.5872 loss_corrupt=2.7985 wrong_frac=0.5013 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3784 corrupt_frac_t_0p2_0p4=0.2116 acc_corrupt_t_0p4_0p6=0.6614 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=509.0299 out_g_norm=0.0168 loss_all=2.8748 init_gold_top10=0.5093 init_gold_top100=0.5174 +step=108900 micro_steps=108900 elapsed=33.3s lr=3.000000e-04 loss=2.7859 loss_recon=2.7859 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5893 corrupt_frac=1.0000 acc_corrupt=0.5893 loss_corrupt=2.7859 wrong_frac=0.5001 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2080 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6601 corrupt_frac_t_0p4_0p6=0.1856 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.2203 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=509.2372 out_g_norm=0.0169 loss_all=3.0261 init_gold_top10=0.4631 init_gold_top100=0.4677 +step=109000 micro_steps=109000 elapsed=33.3s lr=3.000000e-04 loss=2.8241 loss_recon=2.8241 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5837 corrupt_frac=1.0000 acc_corrupt=0.5837 loss_corrupt=2.8241 wrong_frac=0.5056 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.2061 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=509.4488 out_g_norm=0.0168 loss_all=2.4228 init_gold_top10=0.5287 init_gold_top100=0.5359 +step=109100 micro_steps=109100 elapsed=34.9s lr=3.000000e-04 loss=2.7467 loss_recon=2.7467 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5939 corrupt_frac=1.0000 acc_corrupt=0.5939 loss_corrupt=2.7467 wrong_frac=0.4956 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3808 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6649 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=509.6534 out_g_norm=0.0166 loss_all=2.7346 init_gold_top10=0.4884 init_gold_top100=0.4924 +step=109200 micro_steps=109200 elapsed=33.5s lr=3.000000e-04 loss=2.7909 loss_recon=2.7909 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7909 wrong_frac=0.4964 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2052 acc_corrupt_t_0p2_0p4=0.3811 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6611 corrupt_frac_t_0p4_0p6=0.1878 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2153 out_w_norm=509.8547 out_g_norm=0.0167 loss_all=3.2663 init_gold_top10=0.4093 init_gold_top100=0.4141 +step=109300 micro_steps=109300 elapsed=33.3s lr=3.000000e-04 loss=2.8537 loss_recon=2.8537 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5806 corrupt_frac=1.0000 acc_corrupt=0.5806 loss_corrupt=2.8537 wrong_frac=0.5063 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1844 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=510.0678 out_g_norm=0.0170 loss_all=2.5016 init_gold_top10=0.5360 init_gold_top100=0.5421 +step=109400 micro_steps=109400 elapsed=33.5s lr=3.000000e-04 loss=2.7739 loss_recon=2.7739 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5913 corrupt_frac=1.0000 acc_corrupt=0.5913 loss_corrupt=2.7739 wrong_frac=0.4983 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3830 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6650 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.2033 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=510.2770 out_g_norm=0.0168 loss_all=2.0548 init_gold_top10=0.5784 init_gold_top100=0.5818 +step=109500 micro_steps=109500 elapsed=33.6s lr=3.000000e-04 loss=2.7979 loss_recon=2.7979 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7979 wrong_frac=0.5000 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6624 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=510.4971 out_g_norm=0.0171 loss_all=2.5016 init_gold_top10=0.5311 init_gold_top100=0.5352 +step=109600 micro_steps=109600 elapsed=33.4s lr=3.000000e-04 loss=2.8408 loss_recon=2.8408 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5834 corrupt_frac=1.0000 acc_corrupt=0.5834 loss_corrupt=2.8408 wrong_frac=0.5061 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.1897 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=510.7067 out_g_norm=0.0170 loss_all=2.6534 init_gold_top10=0.5350 init_gold_top100=0.5406 +step=109700 micro_steps=109700 elapsed=33.1s lr=3.000000e-04 loss=2.8055 loss_recon=2.8055 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.8055 wrong_frac=0.5029 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6626 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=510.9178 out_g_norm=0.0168 loss_all=3.3190 init_gold_top10=0.4418 init_gold_top100=0.4491 +step=109800 micro_steps=109800 elapsed=33.1s lr=3.000000e-04 loss=2.7586 loss_recon=2.7586 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5935 corrupt_frac=1.0000 acc_corrupt=0.5935 loss_corrupt=2.7586 wrong_frac=0.4951 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3839 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6609 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=511.1272 out_g_norm=0.0169 loss_all=2.6150 init_gold_top10=0.5235 init_gold_top100=0.5290 +step=109900 micro_steps=109900 elapsed=33.2s lr=3.000000e-04 loss=2.8100 loss_recon=2.8100 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5857 corrupt_frac=1.0000 acc_corrupt=0.5857 loss_corrupt=2.8100 wrong_frac=0.5031 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=511.3333 out_g_norm=0.0169 loss_all=3.4464 init_gold_top10=0.3981 init_gold_top100=0.4030 +step=110000 micro_steps=110000 elapsed=33.3s lr=3.000000e-04 loss=2.7955 loss_recon=2.7955 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7955 wrong_frac=0.5025 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.2150 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=511.5425 out_g_norm=0.0166 loss_all=3.4575 init_gold_top10=0.4268 init_gold_top100=0.4336 +step=110100 micro_steps=110100 elapsed=48.4s lr=3.000000e-04 loss=2.7772 loss_recon=2.7772 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7772 wrong_frac=0.5009 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.2128 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=511.7508 out_g_norm=0.0168 loss_all=2.9606 init_gold_top10=0.4680 init_gold_top100=0.4744 +step=110200 micro_steps=110200 elapsed=53.3s lr=3.000000e-04 loss=2.7571 loss_recon=2.7571 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5930 corrupt_frac=1.0000 acc_corrupt=0.5930 loss_corrupt=2.7571 wrong_frac=0.4970 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3780 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6640 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=511.9601 out_g_norm=0.0167 loss_all=2.8608 init_gold_top10=0.4713 init_gold_top100=0.4781 +step=110300 micro_steps=110300 elapsed=53.2s lr=3.000000e-04 loss=2.7882 loss_recon=2.7882 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.7882 wrong_frac=0.5009 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.0989 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6626 corrupt_frac_t_0p4_0p6=0.1878 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.2178 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=512.1779 out_g_norm=0.0164 loss_all=2.2885 init_gold_top10=0.5219 init_gold_top100=0.5257 +step=110400 micro_steps=110400 elapsed=52.9s lr=3.000000e-04 loss=2.6708 loss_recon=2.6708 loss_meanflow=0.0000 mean_model_t=0.5122 mean_corrupt_t=0.5122 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6037 corrupt_frac=1.0000 acc_corrupt=0.6037 loss_corrupt=2.6708 wrong_frac=0.4876 init_acc_corrupt=0.4793 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.1862 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=512.3813 out_g_norm=0.0172 loss_all=2.7519 init_gold_top10=0.5063 init_gold_top100=0.5122 +step=110500 micro_steps=110500 elapsed=53.1s lr=3.000000e-04 loss=2.7772 loss_recon=2.7772 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7772 wrong_frac=0.4999 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6603 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.2100 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=512.5920 out_g_norm=0.0169 loss_all=2.1491 init_gold_top10=0.5880 init_gold_top100=0.5921 +step=110600 micro_steps=110600 elapsed=53.1s lr=3.000000e-04 loss=2.7536 loss_recon=2.7536 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5916 corrupt_frac=1.0000 acc_corrupt=0.5916 loss_corrupt=2.7536 wrong_frac=0.5011 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1075 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3896 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1967 out_w_norm=512.7939 out_g_norm=0.0166 loss_all=2.8387 init_gold_top10=0.5166 init_gold_top100=0.5240 +step=110700 micro_steps=110700 elapsed=52.8s lr=3.000000e-04 loss=2.8771 loss_recon=2.8771 loss_meanflow=0.0000 mean_model_t=0.4908 mean_corrupt_t=0.4908 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5778 corrupt_frac=1.0000 acc_corrupt=0.5778 loss_corrupt=2.8771 wrong_frac=0.5094 init_acc_corrupt=0.4546 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2144 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6619 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=512.9978 out_g_norm=0.0167 loss_all=2.9132 init_gold_top10=0.4688 init_gold_top100=0.4748 +step=110800 micro_steps=110800 elapsed=51.7s lr=3.000000e-04 loss=2.7895 loss_recon=2.7895 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5903 corrupt_frac=1.0000 acc_corrupt=0.5903 loss_corrupt=2.7895 wrong_frac=0.4982 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2055 acc_corrupt_t_0p2_0p4=0.3860 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=513.2103 out_g_norm=0.0170 loss_all=2.6866 init_gold_top10=0.5166 init_gold_top100=0.5226 +step=110900 micro_steps=110900 elapsed=33.3s lr=3.000000e-04 loss=2.8115 loss_recon=2.8115 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.8115 wrong_frac=0.5021 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2134 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.1850 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=513.4160 out_g_norm=0.0168 loss_all=3.0546 init_gold_top10=0.4578 init_gold_top100=0.4637 +step=111000 micro_steps=111000 elapsed=33.5s lr=3.000000e-04 loss=2.7517 loss_recon=2.7517 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5929 corrupt_frac=1.0000 acc_corrupt=0.5929 loss_corrupt=2.7517 wrong_frac=0.4977 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3803 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=513.6281 out_g_norm=0.0166 loss_all=3.4697 init_gold_top10=0.4067 init_gold_top100=0.4146 +step=111100 micro_steps=111100 elapsed=34.7s lr=3.000000e-04 loss=2.7945 loss_recon=2.7945 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5884 corrupt_frac=1.0000 acc_corrupt=0.5884 loss_corrupt=2.7945 wrong_frac=0.5019 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6587 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=513.8302 out_g_norm=0.0165 loss_all=4.1052 init_gold_top10=0.3321 init_gold_top100=0.3435 +step=111200 micro_steps=111200 elapsed=33.2s lr=3.000000e-04 loss=2.7552 loss_recon=2.7552 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5931 corrupt_frac=1.0000 acc_corrupt=0.5931 loss_corrupt=2.7552 wrong_frac=0.4961 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3814 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6655 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=514.0318 out_g_norm=0.0166 loss_all=2.5328 init_gold_top10=0.5274 init_gold_top100=0.5312 +step=111300 micro_steps=111300 elapsed=33.1s lr=3.000000e-04 loss=2.6742 loss_recon=2.6742 loss_meanflow=0.0000 mean_model_t=0.5103 mean_corrupt_t=0.5103 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6031 corrupt_frac=1.0000 acc_corrupt=0.6031 loss_corrupt=2.6742 wrong_frac=0.4898 init_acc_corrupt=0.4770 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.1866 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6650 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=514.2276 out_g_norm=0.0166 loss_all=2.7321 init_gold_top10=0.4739 init_gold_top100=0.4805 +step=111400 micro_steps=111400 elapsed=33.1s lr=3.000000e-04 loss=2.7184 loss_recon=2.7184 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5982 corrupt_frac=1.0000 acc_corrupt=0.5982 loss_corrupt=2.7184 wrong_frac=0.4916 init_acc_corrupt=0.4743 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2109 out_w_norm=514.4397 out_g_norm=0.0165 loss_all=2.4313 init_gold_top10=0.5168 init_gold_top100=0.5214 +step=111500 micro_steps=111500 elapsed=33.1s lr=3.000000e-04 loss=2.8120 loss_recon=2.8120 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5854 corrupt_frac=1.0000 acc_corrupt=0.5854 loss_corrupt=2.8120 wrong_frac=0.5033 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3888 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6605 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=514.6540 out_g_norm=0.0165 loss_all=2.8230 init_gold_top10=0.4805 init_gold_top100=0.4871 +step=111600 micro_steps=111600 elapsed=33.0s lr=3.000000e-04 loss=2.7396 loss_recon=2.7396 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5951 corrupt_frac=1.0000 acc_corrupt=0.5951 loss_corrupt=2.7396 wrong_frac=0.4952 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=514.8653 out_g_norm=0.0166 loss_all=2.8730 init_gold_top10=0.5159 init_gold_top100=0.5235 +step=111700 micro_steps=111700 elapsed=33.2s lr=3.000000e-04 loss=2.7818 loss_recon=2.7818 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5894 corrupt_frac=1.0000 acc_corrupt=0.5894 loss_corrupt=2.7818 wrong_frac=0.4985 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3788 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6576 corrupt_frac_t_0p4_0p6=0.2090 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=515.0718 out_g_norm=0.0164 loss_all=2.8807 init_gold_top10=0.4794 init_gold_top100=0.4853 +step=111800 micro_steps=111800 elapsed=33.0s lr=3.000000e-04 loss=2.6795 loss_recon=2.6795 loss_meanflow=0.0000 mean_model_t=0.5099 mean_corrupt_t=0.5099 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6019 corrupt_frac=1.0000 acc_corrupt=0.6019 loss_corrupt=2.6795 wrong_frac=0.4900 init_acc_corrupt=0.4754 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.1828 acc_corrupt_t_0p2_0p4=0.3899 corrupt_frac_t_0p2_0p4=0.2141 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.1806 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.2137 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=515.2746 out_g_norm=0.0168 loss_all=2.9017 init_gold_top10=0.4599 init_gold_top100=0.4647 +step=111900 micro_steps=111900 elapsed=33.1s lr=3.000000e-04 loss=2.8175 loss_recon=2.8175 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5857 corrupt_frac=1.0000 acc_corrupt=0.5857 loss_corrupt=2.8175 wrong_frac=0.5027 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3825 corrupt_frac_t_0p2_0p4=0.1995 acc_corrupt_t_0p4_0p6=0.6692 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8420 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2027 out_w_norm=515.4856 out_g_norm=0.0167 loss_all=3.1151 init_gold_top10=0.4553 init_gold_top100=0.4627 +step=112000 micro_steps=112000 elapsed=33.1s lr=3.000000e-04 loss=2.8304 loss_recon=2.8304 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8304 wrong_frac=0.5038 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2150 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8383 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=515.6927 out_g_norm=0.0163 loss_all=2.8440 init_gold_top10=0.4942 init_gold_top100=0.4999 +step=112100 micro_steps=112100 elapsed=34.6s lr=3.000000e-04 loss=2.7825 loss_recon=2.7825 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7825 wrong_frac=0.4970 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3773 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=515.9027 out_g_norm=0.0168 loss_all=2.9170 init_gold_top10=0.4917 init_gold_top100=0.4982 +step=112200 micro_steps=112200 elapsed=33.3s lr=3.000000e-04 loss=2.7311 loss_recon=2.7311 loss_meanflow=0.0000 mean_model_t=0.5073 mean_corrupt_t=0.5073 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5966 corrupt_frac=1.0000 acc_corrupt=0.5966 loss_corrupt=2.7311 wrong_frac=0.4925 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.2090 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=516.1065 out_g_norm=0.0168 loss_all=2.1039 init_gold_top10=0.5483 init_gold_top100=0.5531 +step=112300 micro_steps=112300 elapsed=33.1s lr=3.000000e-04 loss=2.8195 loss_recon=2.8195 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5850 corrupt_frac=1.0000 acc_corrupt=0.5850 loss_corrupt=2.8195 wrong_frac=0.5034 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3817 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6629 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=516.3139 out_g_norm=0.0165 loss_all=3.1423 init_gold_top10=0.4599 init_gold_top100=0.4660 +step=112400 micro_steps=112400 elapsed=33.2s lr=3.000000e-04 loss=2.8592 loss_recon=2.8592 loss_meanflow=0.0000 mean_model_t=0.4928 mean_corrupt_t=0.4928 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5804 corrupt_frac=1.0000 acc_corrupt=0.5804 loss_corrupt=2.8592 wrong_frac=0.5072 init_acc_corrupt=0.4578 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.2115 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6604 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=516.5180 out_g_norm=0.0165 loss_all=3.0689 init_gold_top10=0.4743 init_gold_top100=0.4809 +step=112500 micro_steps=112500 elapsed=33.2s lr=3.000000e-04 loss=2.7758 loss_recon=2.7758 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5914 corrupt_frac=1.0000 acc_corrupt=0.5914 loss_corrupt=2.7758 wrong_frac=0.4964 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.1853 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2001 out_w_norm=516.7182 out_g_norm=0.0164 loss_all=2.8274 init_gold_top10=0.5114 init_gold_top100=0.5170 +step=112600 micro_steps=112600 elapsed=33.2s lr=3.000000e-04 loss=2.7714 loss_recon=2.7714 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5894 corrupt_frac=1.0000 acc_corrupt=0.5894 loss_corrupt=2.7714 wrong_frac=0.5019 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.2141 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=516.9161 out_g_norm=0.0167 loss_all=2.9242 init_gold_top10=0.4994 init_gold_top100=0.5062 +step=112700 micro_steps=112700 elapsed=33.3s lr=3.000000e-04 loss=2.7523 loss_recon=2.7523 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7523 wrong_frac=0.5011 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1114 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3884 corrupt_frac_t_0p2_0p4=0.2008 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=517.1109 out_g_norm=0.0168 loss_all=2.4049 init_gold_top10=0.5662 init_gold_top100=0.5703 +step=112800 micro_steps=112800 elapsed=33.2s lr=3.000000e-04 loss=2.7763 loss_recon=2.7763 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7763 wrong_frac=0.4988 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3815 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=517.3094 out_g_norm=0.0165 loss_all=2.6616 init_gold_top10=0.4884 init_gold_top100=0.4929 +step=112900 micro_steps=112900 elapsed=33.1s lr=3.000000e-04 loss=2.7811 loss_recon=2.7811 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.7811 wrong_frac=0.4995 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6590 corrupt_frac_t_0p4_0p6=0.2011 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2071 out_w_norm=517.5199 out_g_norm=0.0164 loss_all=3.5484 init_gold_top10=0.3936 init_gold_top100=0.4014 +step=113000 micro_steps=113000 elapsed=33.2s lr=3.000000e-04 loss=2.8208 loss_recon=2.8208 loss_meanflow=0.0000 mean_model_t=0.4922 mean_corrupt_t=0.4922 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5823 corrupt_frac=1.0000 acc_corrupt=0.5823 loss_corrupt=2.8208 wrong_frac=0.5077 init_acc_corrupt=0.4567 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3786 corrupt_frac_t_0p2_0p4=0.2150 acc_corrupt_t_0p4_0p6=0.6611 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1834 out_w_norm=517.7244 out_g_norm=0.0164 loss_all=2.5311 init_gold_top10=0.5097 init_gold_top100=0.5150 +step=113100 micro_steps=113100 elapsed=34.6s lr=3.000000e-04 loss=2.8496 loss_recon=2.8496 loss_meanflow=0.0000 mean_model_t=0.4884 mean_corrupt_t=0.4884 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5781 corrupt_frac=1.0000 acc_corrupt=0.5781 loss_corrupt=2.8496 wrong_frac=0.5116 init_acc_corrupt=0.4520 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2128 acc_corrupt_t_0p2_0p4=0.3869 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.1869 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=517.9246 out_g_norm=0.0167 loss_all=2.6738 init_gold_top10=0.4809 init_gold_top100=0.4862 +step=113200 micro_steps=113200 elapsed=33.1s lr=3.000000e-04 loss=2.7090 loss_recon=2.7090 loss_meanflow=0.0000 mean_model_t=0.5072 mean_corrupt_t=0.5072 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5984 corrupt_frac=1.0000 acc_corrupt=0.5984 loss_corrupt=2.7090 wrong_frac=0.4922 init_acc_corrupt=0.4741 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6655 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=518.1287 out_g_norm=0.0166 loss_all=2.5987 init_gold_top10=0.5282 init_gold_top100=0.5341 +step=113300 micro_steps=113300 elapsed=33.3s lr=3.000000e-04 loss=2.8188 loss_recon=2.8188 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5835 corrupt_frac=1.0000 acc_corrupt=0.5835 loss_corrupt=2.8188 wrong_frac=0.5068 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.0937 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3852 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.2061 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=518.3348 out_g_norm=0.0166 loss_all=1.7371 init_gold_top10=0.6068 init_gold_top100=0.6097 +step=113400 micro_steps=113400 elapsed=33.4s lr=3.000000e-04 loss=2.6825 loss_recon=2.6825 loss_meanflow=0.0000 mean_model_t=0.5080 mean_corrupt_t=0.5080 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6011 corrupt_frac=1.0000 acc_corrupt=0.6011 loss_corrupt=2.6825 wrong_frac=0.4918 init_acc_corrupt=0.4750 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.1809 acc_corrupt_t_0p2_0p4=0.3818 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.2159 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=518.5427 out_g_norm=0.0163 loss_all=1.9426 init_gold_top10=0.5517 init_gold_top100=0.5550 +step=113500 micro_steps=113500 elapsed=33.1s lr=3.000000e-04 loss=2.7296 loss_recon=2.7296 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5957 corrupt_frac=1.0000 acc_corrupt=0.5957 loss_corrupt=2.7296 wrong_frac=0.4982 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.1091 corrupt_frac_t_0p0_0p2=0.1954 acc_corrupt_t_0p2_0p4=0.3842 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=518.7536 out_g_norm=0.0170 loss_all=2.6297 init_gold_top10=0.5095 init_gold_top100=0.5143 +step=113600 micro_steps=113600 elapsed=33.2s lr=3.000000e-04 loss=2.7849 loss_recon=2.7849 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7849 wrong_frac=0.5015 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.0998 corrupt_frac_t_0p0_0p2=0.2020 acc_corrupt_t_0p2_0p4=0.3906 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6574 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=518.9615 out_g_norm=0.0163 loss_all=2.7983 init_gold_top10=0.4886 init_gold_top100=0.4956 +step=113700 micro_steps=113700 elapsed=33.2s lr=3.000000e-04 loss=2.7511 loss_recon=2.7511 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5931 corrupt_frac=1.0000 acc_corrupt=0.5931 loss_corrupt=2.7511 wrong_frac=0.4964 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.1881 acc_corrupt_t_0p4_0p6=0.6661 corrupt_frac_t_0p4_0p6=0.2172 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.1847 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2097 out_w_norm=519.1635 out_g_norm=0.0165 loss_all=2.9798 init_gold_top10=0.4744 init_gold_top100=0.4816 +step=113800 micro_steps=113800 elapsed=33.3s lr=3.000000e-04 loss=2.6645 loss_recon=2.6645 loss_meanflow=0.0000 mean_model_t=0.5133 mean_corrupt_t=0.5133 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6044 corrupt_frac=1.0000 acc_corrupt=0.6044 loss_corrupt=2.6645 wrong_frac=0.4867 init_acc_corrupt=0.4800 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1856 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6612 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8400 corrupt_frac_t_0p6_0p8=0.2197 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=519.3703 out_g_norm=0.0164 loss_all=2.1564 init_gold_top10=0.5957 init_gold_top100=0.5996 +step=113900 micro_steps=113900 elapsed=33.2s lr=3.000000e-04 loss=2.7604 loss_recon=2.7604 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5935 corrupt_frac=1.0000 acc_corrupt=0.5935 loss_corrupt=2.7604 wrong_frac=0.4964 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=519.5817 out_g_norm=0.0163 loss_all=2.8422 init_gold_top10=0.4924 init_gold_top100=0.4963 +step=114000 micro_steps=114000 elapsed=33.2s lr=3.000000e-04 loss=2.9237 loss_recon=2.9237 loss_meanflow=0.0000 mean_model_t=0.4818 mean_corrupt_t=0.4818 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5722 corrupt_frac=1.0000 acc_corrupt=0.5722 loss_corrupt=2.9237 wrong_frac=0.5177 init_acc_corrupt=0.4464 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.2178 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1834 out_w_norm=519.7855 out_g_norm=0.0165 loss_all=2.4913 init_gold_top10=0.5205 init_gold_top100=0.5259 +step=114100 micro_steps=114100 elapsed=34.7s lr=3.000000e-04 loss=2.8195 loss_recon=2.8195 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5856 corrupt_frac=1.0000 acc_corrupt=0.5856 loss_corrupt=2.8195 wrong_frac=0.5021 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=519.9864 out_g_norm=0.0165 loss_all=2.5366 init_gold_top10=0.5046 init_gold_top100=0.5090 +step=114200 micro_steps=114200 elapsed=33.2s lr=3.000000e-04 loss=2.8135 loss_recon=2.8135 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5872 corrupt_frac=1.0000 acc_corrupt=0.5872 loss_corrupt=2.8135 wrong_frac=0.5021 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3843 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6635 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=520.1776 out_g_norm=0.0168 loss_all=2.7377 init_gold_top10=0.4776 init_gold_top100=0.4826 +step=114300 micro_steps=114300 elapsed=33.1s lr=3.000000e-04 loss=2.7843 loss_recon=2.7843 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5893 corrupt_frac=1.0000 acc_corrupt=0.5893 loss_corrupt=2.7843 wrong_frac=0.5010 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.2188 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1897 out_w_norm=520.3728 out_g_norm=0.0167 loss_all=2.6616 init_gold_top10=0.5185 init_gold_top100=0.5246 +step=114400 micro_steps=114400 elapsed=33.2s lr=3.000000e-04 loss=2.6721 loss_recon=2.6721 loss_meanflow=0.0000 mean_model_t=0.5119 mean_corrupt_t=0.5119 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6033 corrupt_frac=1.0000 acc_corrupt=0.6033 loss_corrupt=2.6721 wrong_frac=0.4883 init_acc_corrupt=0.4786 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.1762 acc_corrupt_t_0p2_0p4=0.3798 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6627 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8420 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=520.5801 out_g_norm=0.0162 loss_all=3.0813 init_gold_top10=0.4603 init_gold_top100=0.4673 +step=114500 micro_steps=114500 elapsed=33.2s lr=3.000000e-04 loss=2.7394 loss_recon=2.7394 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7394 wrong_frac=0.4975 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3870 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6664 corrupt_frac_t_0p4_0p6=0.2068 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=520.7871 out_g_norm=0.0165 loss_all=3.5082 init_gold_top10=0.4076 init_gold_top100=0.4180 +step=114600 micro_steps=114600 elapsed=33.3s lr=3.000000e-04 loss=2.8902 loss_recon=2.8902 loss_meanflow=0.0000 mean_model_t=0.4889 mean_corrupt_t=0.4889 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5769 corrupt_frac=1.0000 acc_corrupt=0.5769 loss_corrupt=2.8902 wrong_frac=0.5109 init_acc_corrupt=0.4523 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2216 acc_corrupt_t_0p2_0p4=0.3952 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.1831 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.1853 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=520.9885 out_g_norm=0.0166 loss_all=3.0349 init_gold_top10=0.4583 init_gold_top100=0.4646 +step=114700 micro_steps=114700 elapsed=33.2s lr=3.000000e-04 loss=2.7412 loss_recon=2.7412 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7412 wrong_frac=0.4952 init_acc_corrupt=0.4710 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1960 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8349 corrupt_frac_t_0p6_0p8=0.2141 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=521.1984 out_g_norm=0.0173 loss_all=2.9895 init_gold_top10=0.4794 init_gold_top100=0.4834 +step=114800 micro_steps=114800 elapsed=33.2s lr=3.000000e-04 loss=2.8867 loss_recon=2.8867 loss_meanflow=0.0000 mean_model_t=0.4898 mean_corrupt_t=0.4898 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5764 corrupt_frac=1.0000 acc_corrupt=0.5764 loss_corrupt=2.8867 wrong_frac=0.5101 init_acc_corrupt=0.4550 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2188 acc_corrupt_t_0p2_0p4=0.3824 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=521.4014 out_g_norm=0.0164 loss_all=3.1635 init_gold_top10=0.4483 init_gold_top100=0.4550 +step=114900 micro_steps=114900 elapsed=33.6s lr=3.000000e-04 loss=2.7735 loss_recon=2.7735 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5893 corrupt_frac=1.0000 acc_corrupt=0.5893 loss_corrupt=2.7735 wrong_frac=0.5053 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.1069 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6649 corrupt_frac_t_0p4_0p6=0.2153 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1853 out_w_norm=521.6113 out_g_norm=0.0166 loss_all=2.8843 init_gold_top10=0.4942 init_gold_top100=0.4986 +step=115000 micro_steps=115000 elapsed=34.1s lr=3.000000e-04 loss=2.7385 loss_recon=2.7385 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7385 wrong_frac=0.4952 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3755 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6665 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=521.8189 out_g_norm=0.0167 loss_all=3.2310 init_gold_top10=0.4603 init_gold_top100=0.4666 +step=115100 micro_steps=115100 elapsed=36.1s lr=3.000000e-04 loss=2.7970 loss_recon=2.7970 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.7970 wrong_frac=0.5002 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.1074 corrupt_frac_t_0p0_0p2=0.2116 acc_corrupt_t_0p2_0p4=0.3830 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.1951 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=522.0078 out_g_norm=0.0163 loss_all=2.4257 init_gold_top10=0.5446 init_gold_top100=0.5498 +step=115200 micro_steps=115200 elapsed=34.6s lr=3.000000e-04 loss=2.7970 loss_recon=2.7970 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5881 corrupt_frac=1.0000 acc_corrupt=0.5881 loss_corrupt=2.7970 wrong_frac=0.5002 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3803 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6613 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8381 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2030 out_w_norm=522.2143 out_g_norm=0.0163 loss_all=3.0505 init_gold_top10=0.4656 init_gold_top100=0.4719 +step=115300 micro_steps=115300 elapsed=34.4s lr=3.000000e-04 loss=2.7596 loss_recon=2.7596 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5937 corrupt_frac=1.0000 acc_corrupt=0.5937 loss_corrupt=2.7596 wrong_frac=0.4970 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=522.4254 out_g_norm=0.0162 loss_all=2.6347 init_gold_top10=0.5081 init_gold_top100=0.5135 +step=115400 micro_steps=115400 elapsed=33.5s lr=3.000000e-04 loss=2.8075 loss_recon=2.8075 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8075 wrong_frac=0.5034 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6676 corrupt_frac_t_0p4_0p6=0.1897 acc_corrupt_t_0p6_0p8=0.8386 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=522.6281 out_g_norm=0.0165 loss_all=3.0322 init_gold_top10=0.4734 init_gold_top100=0.4804 +step=115500 micro_steps=115500 elapsed=33.2s lr=3.000000e-04 loss=2.7961 loss_recon=2.7961 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5881 corrupt_frac=1.0000 acc_corrupt=0.5881 loss_corrupt=2.7961 wrong_frac=0.4996 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1856 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=522.8244 out_g_norm=0.0167 loss_all=2.7797 init_gold_top10=0.4900 init_gold_top100=0.4951 +step=115600 micro_steps=115600 elapsed=33.9s lr=3.000000e-04 loss=2.7889 loss_recon=2.7889 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7889 wrong_frac=0.4997 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3905 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6624 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=523.0306 out_g_norm=0.0163 loss_all=2.4198 init_gold_top10=0.5590 init_gold_top100=0.5634 +step=115700 micro_steps=115700 elapsed=33.9s lr=3.000000e-04 loss=2.7984 loss_recon=2.7984 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5895 corrupt_frac=1.0000 acc_corrupt=0.5895 loss_corrupt=2.7984 wrong_frac=0.4984 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.0970 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3768 corrupt_frac_t_0p2_0p4=0.1987 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=523.2386 out_g_norm=0.0162 loss_all=2.6907 init_gold_top10=0.5085 init_gold_top100=0.5148 +step=115800 micro_steps=115800 elapsed=33.1s lr=3.000000e-04 loss=2.7834 loss_recon=2.7834 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5886 corrupt_frac=1.0000 acc_corrupt=0.5886 loss_corrupt=2.7834 wrong_frac=0.5013 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6654 corrupt_frac_t_0p4_0p6=0.1862 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=523.4466 out_g_norm=0.0161 loss_all=3.2372 init_gold_top10=0.4395 init_gold_top100=0.4455 +step=115900 micro_steps=115900 elapsed=33.2s lr=3.000000e-04 loss=2.7381 loss_recon=2.7381 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5946 corrupt_frac=1.0000 acc_corrupt=0.5946 loss_corrupt=2.7381 wrong_frac=0.4960 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6627 corrupt_frac_t_0p4_0p6=0.1957 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2144 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=523.6567 out_g_norm=0.0161 loss_all=2.5697 init_gold_top10=0.5204 init_gold_top100=0.5256 +step=116000 micro_steps=116000 elapsed=33.2s lr=3.000000e-04 loss=2.7316 loss_recon=2.7316 loss_meanflow=0.0000 mean_model_t=0.5071 mean_corrupt_t=0.5071 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5967 corrupt_frac=1.0000 acc_corrupt=0.5967 loss_corrupt=2.7316 wrong_frac=0.4930 init_acc_corrupt=0.4742 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.1960 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6610 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2128 out_w_norm=523.8583 out_g_norm=0.0162 loss_all=2.5878 init_gold_top10=0.5187 init_gold_top100=0.5222 +step=116100 micro_steps=116100 elapsed=34.8s lr=3.000000e-04 loss=2.8529 loss_recon=2.8529 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5821 corrupt_frac=1.0000 acc_corrupt=0.5821 loss_corrupt=2.8529 wrong_frac=0.5026 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2119 acc_corrupt_t_0p2_0p4=0.3777 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6631 corrupt_frac_t_0p4_0p6=0.1891 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=524.0595 out_g_norm=0.0165 loss_all=2.3155 init_gold_top10=0.5415 init_gold_top100=0.5455 +step=116200 micro_steps=116200 elapsed=33.3s lr=3.000000e-04 loss=2.6798 loss_recon=2.6798 loss_meanflow=0.0000 mean_model_t=0.5112 mean_corrupt_t=0.5112 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6024 corrupt_frac=1.0000 acc_corrupt=0.6024 loss_corrupt=2.6798 wrong_frac=0.4888 init_acc_corrupt=0.4784 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3952 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6602 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=524.2592 out_g_norm=0.0166 loss_all=3.1171 init_gold_top10=0.4925 init_gold_top100=0.5009 +step=116300 micro_steps=116300 elapsed=33.2s lr=3.000000e-04 loss=2.7677 loss_recon=2.7677 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5930 corrupt_frac=1.0000 acc_corrupt=0.5930 loss_corrupt=2.7677 wrong_frac=0.4956 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3781 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=524.4629 out_g_norm=0.0162 loss_all=2.6751 init_gold_top10=0.4825 init_gold_top100=0.4864 +step=116400 micro_steps=116400 elapsed=33.4s lr=3.000000e-04 loss=2.6428 loss_recon=2.6428 loss_meanflow=0.0000 mean_model_t=0.5164 mean_corrupt_t=0.5164 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6071 corrupt_frac=1.0000 acc_corrupt=0.6071 loss_corrupt=2.6428 wrong_frac=0.4835 init_acc_corrupt=0.4839 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1787 acc_corrupt_t_0p2_0p4=0.3811 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6649 corrupt_frac_t_0p4_0p6=0.2112 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=524.6708 out_g_norm=0.0162 loss_all=1.9523 init_gold_top10=0.5644 init_gold_top100=0.5671 +step=116500 micro_steps=116500 elapsed=33.3s lr=3.000000e-04 loss=2.7871 loss_recon=2.7871 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5907 corrupt_frac=1.0000 acc_corrupt=0.5907 loss_corrupt=2.7871 wrong_frac=0.4975 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3795 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=524.8704 out_g_norm=0.0162 loss_all=2.0956 init_gold_top10=0.5934 init_gold_top100=0.5971 +step=116600 micro_steps=116600 elapsed=33.4s lr=3.000000e-04 loss=2.8187 loss_recon=2.8187 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8187 wrong_frac=0.5057 init_acc_corrupt=0.4585 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6592 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8383 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=525.0772 out_g_norm=0.0162 loss_all=3.2131 init_gold_top10=0.4293 init_gold_top100=0.4372 +step=116700 micro_steps=116700 elapsed=33.5s lr=3.000000e-04 loss=2.8270 loss_recon=2.8270 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5841 corrupt_frac=1.0000 acc_corrupt=0.5841 loss_corrupt=2.8270 wrong_frac=0.5032 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2169 acc_corrupt_t_0p2_0p4=0.3796 corrupt_frac_t_0p2_0p4=0.1841 acc_corrupt_t_0p4_0p6=0.6612 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2083 out_w_norm=525.2907 out_g_norm=0.0164 loss_all=2.8794 init_gold_top10=0.4992 init_gold_top100=0.5055 +step=116800 micro_steps=116800 elapsed=33.4s lr=3.000000e-04 loss=2.8184 loss_recon=2.8184 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.8184 wrong_frac=0.5010 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3781 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.2014 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=525.4983 out_g_norm=0.0164 loss_all=2.5386 init_gold_top10=0.5226 init_gold_top100=0.5294 +step=116900 micro_steps=116900 elapsed=33.4s lr=3.000000e-04 loss=2.7168 loss_recon=2.7168 loss_meanflow=0.0000 mean_model_t=0.5079 mean_corrupt_t=0.5079 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5984 corrupt_frac=1.0000 acc_corrupt=0.5984 loss_corrupt=2.7168 wrong_frac=0.4925 init_acc_corrupt=0.4735 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=525.7056 out_g_norm=0.0163 loss_all=3.4567 init_gold_top10=0.4373 init_gold_top100=0.4452 +step=117000 micro_steps=117000 elapsed=33.3s lr=3.000000e-04 loss=2.8076 loss_recon=2.8076 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5878 corrupt_frac=1.0000 acc_corrupt=0.5878 loss_corrupt=2.8076 wrong_frac=0.5029 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.1083 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=525.8968 out_g_norm=0.0165 loss_all=3.1685 init_gold_top10=0.4581 init_gold_top100=0.4656 +step=117100 micro_steps=117100 elapsed=34.6s lr=3.000000e-04 loss=2.6924 loss_recon=2.6924 loss_meanflow=0.0000 mean_model_t=0.5063 mean_corrupt_t=0.5063 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6003 corrupt_frac=1.0000 acc_corrupt=0.6003 loss_corrupt=2.6924 wrong_frac=0.4937 init_acc_corrupt=0.4735 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=526.0993 out_g_norm=0.0166 loss_all=2.1369 init_gold_top10=0.5797 init_gold_top100=0.5840 +step=117200 micro_steps=117200 elapsed=33.3s lr=3.000000e-04 loss=2.8562 loss_recon=2.8562 loss_meanflow=0.0000 mean_model_t=0.4924 mean_corrupt_t=0.4924 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5806 corrupt_frac=1.0000 acc_corrupt=0.5806 loss_corrupt=2.8562 wrong_frac=0.5076 init_acc_corrupt=0.4574 acc_corrupt_t_0p0_0p2=0.0987 corrupt_frac_t_0p0_0p2=0.2116 acc_corrupt_t_0p2_0p4=0.3793 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=526.3095 out_g_norm=0.0163 loss_all=2.7785 init_gold_top10=0.4811 init_gold_top100=0.4837 +step=117300 micro_steps=117300 elapsed=33.2s lr=3.000000e-04 loss=2.7406 loss_recon=2.7406 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5947 corrupt_frac=1.0000 acc_corrupt=0.5947 loss_corrupt=2.7406 wrong_frac=0.4959 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3823 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.2169 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=526.5108 out_g_norm=0.0163 loss_all=1.9809 init_gold_top10=0.6109 init_gold_top100=0.6140 +step=117400 micro_steps=117400 elapsed=33.2s lr=3.000000e-04 loss=2.7710 loss_recon=2.7710 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5915 corrupt_frac=1.0000 acc_corrupt=0.5915 loss_corrupt=2.7710 wrong_frac=0.4976 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6623 corrupt_frac_t_0p4_0p6=0.2077 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=526.7048 out_g_norm=0.0167 loss_all=2.4165 init_gold_top10=0.5527 init_gold_top100=0.5567 +step=117500 micro_steps=117500 elapsed=33.2s lr=3.000000e-04 loss=2.7788 loss_recon=2.7788 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7788 wrong_frac=0.5012 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3895 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6601 corrupt_frac_t_0p4_0p6=0.2213 acc_corrupt_t_0p6_0p8=0.8373 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=526.9074 out_g_norm=0.0161 loss_all=2.4843 init_gold_top10=0.5446 init_gold_top100=0.5494 +step=117600 micro_steps=117600 elapsed=33.3s lr=3.000000e-04 loss=2.7515 loss_recon=2.7515 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5931 corrupt_frac=1.0000 acc_corrupt=0.5931 loss_corrupt=2.7515 wrong_frac=0.4980 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6654 corrupt_frac_t_0p4_0p6=0.2121 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=527.1142 out_g_norm=0.0164 loss_all=3.7947 init_gold_top10=0.3815 init_gold_top100=0.3903 +step=117700 micro_steps=117700 elapsed=33.2s lr=3.000000e-04 loss=2.8376 loss_recon=2.8376 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5828 corrupt_frac=1.0000 acc_corrupt=0.5828 loss_corrupt=2.8376 wrong_frac=0.5060 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2122 acc_corrupt_t_0p2_0p4=0.3899 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1878 out_w_norm=527.3214 out_g_norm=0.0161 loss_all=2.8145 init_gold_top10=0.5088 init_gold_top100=0.5140 +step=117800 micro_steps=117800 elapsed=33.2s lr=3.000000e-04 loss=2.7167 loss_recon=2.7167 loss_meanflow=0.0000 mean_model_t=0.5095 mean_corrupt_t=0.5095 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5984 corrupt_frac=1.0000 acc_corrupt=0.5984 loss_corrupt=2.7167 wrong_frac=0.4906 init_acc_corrupt=0.4761 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6591 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2153 out_w_norm=527.5281 out_g_norm=0.0162 loss_all=2.8723 init_gold_top10=0.4922 init_gold_top100=0.4964 +step=117900 micro_steps=117900 elapsed=33.2s lr=3.000000e-04 loss=2.7501 loss_recon=2.7501 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5933 corrupt_frac=1.0000 acc_corrupt=0.5933 loss_corrupt=2.7501 wrong_frac=0.4961 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3915 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6604 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=527.7383 out_g_norm=0.0163 loss_all=2.9854 init_gold_top10=0.4873 init_gold_top100=0.4941 +step=118000 micro_steps=118000 elapsed=33.3s lr=3.000000e-04 loss=2.7221 loss_recon=2.7221 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5954 corrupt_frac=1.0000 acc_corrupt=0.5954 loss_corrupt=2.7221 wrong_frac=0.4951 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6627 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=527.9456 out_g_norm=0.0163 loss_all=2.7960 init_gold_top10=0.5111 init_gold_top100=0.5162 +step=118100 micro_steps=118100 elapsed=34.7s lr=3.000000e-04 loss=2.7490 loss_recon=2.7490 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5939 corrupt_frac=1.0000 acc_corrupt=0.5939 loss_corrupt=2.7490 wrong_frac=0.4956 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3754 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6607 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=528.1436 out_g_norm=0.0161 loss_all=2.1282 init_gold_top10=0.5172 init_gold_top100=0.5213 +step=118200 micro_steps=118200 elapsed=33.1s lr=3.000000e-04 loss=2.6557 loss_recon=2.6557 loss_meanflow=0.0000 mean_model_t=0.5141 mean_corrupt_t=0.5141 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6062 corrupt_frac=1.0000 acc_corrupt=0.6062 loss_corrupt=2.6557 wrong_frac=0.4860 init_acc_corrupt=0.4810 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.1809 acc_corrupt_t_0p2_0p4=0.3934 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2097 out_w_norm=528.3500 out_g_norm=0.0162 loss_all=2.9615 init_gold_top10=0.4636 init_gold_top100=0.4692 +step=118300 micro_steps=118300 elapsed=33.1s lr=3.000000e-04 loss=2.7913 loss_recon=2.7913 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5889 corrupt_frac=1.0000 acc_corrupt=0.5889 loss_corrupt=2.7913 wrong_frac=0.5034 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.2118 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1844 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=528.5437 out_g_norm=0.0164 loss_all=3.0724 init_gold_top10=0.4537 init_gold_top100=0.4600 +step=118400 micro_steps=118400 elapsed=33.1s lr=3.000000e-04 loss=2.6987 loss_recon=2.6987 loss_meanflow=0.0000 mean_model_t=0.5070 mean_corrupt_t=0.5070 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5998 corrupt_frac=1.0000 acc_corrupt=0.5998 loss_corrupt=2.6987 wrong_frac=0.4927 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=528.7444 out_g_norm=0.0163 loss_all=2.2753 init_gold_top10=0.5741 init_gold_top100=0.5795 +step=118500 micro_steps=118500 elapsed=33.3s lr=3.000000e-04 loss=2.8294 loss_recon=2.8294 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5834 corrupt_frac=1.0000 acc_corrupt=0.5834 loss_corrupt=2.8294 wrong_frac=0.5079 init_acc_corrupt=0.4565 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2122 acc_corrupt_t_0p2_0p4=0.3921 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=528.9452 out_g_norm=0.0161 loss_all=3.8171 init_gold_top10=0.3729 init_gold_top100=0.3813 +step=118600 micro_steps=118600 elapsed=33.4s lr=3.000000e-04 loss=2.7016 loss_recon=2.7016 loss_meanflow=0.0000 mean_model_t=0.5096 mean_corrupt_t=0.5096 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5998 corrupt_frac=1.0000 acc_corrupt=0.5998 loss_corrupt=2.7016 wrong_frac=0.4907 init_acc_corrupt=0.4767 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2169 out_w_norm=529.1524 out_g_norm=0.0162 loss_all=1.7064 init_gold_top10=0.6360 init_gold_top100=0.6396 +step=118700 micro_steps=118700 elapsed=33.3s lr=3.000000e-04 loss=2.7985 loss_recon=2.7985 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.7985 wrong_frac=0.5028 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3735 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6580 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=529.3541 out_g_norm=0.0160 loss_all=2.8135 init_gold_top10=0.4832 init_gold_top100=0.4885 +step=118800 micro_steps=118800 elapsed=33.2s lr=3.000000e-04 loss=2.7871 loss_recon=2.7871 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5895 corrupt_frac=1.0000 acc_corrupt=0.5895 loss_corrupt=2.7871 wrong_frac=0.4979 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3771 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=529.5624 out_g_norm=0.0165 loss_all=3.0450 init_gold_top10=0.4719 init_gold_top100=0.4765 +step=118900 micro_steps=118900 elapsed=33.2s lr=3.000000e-04 loss=2.8286 loss_recon=2.8286 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5841 corrupt_frac=1.0000 acc_corrupt=0.5841 loss_corrupt=2.8286 wrong_frac=0.5047 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2073 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6665 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=529.7572 out_g_norm=0.0161 loss_all=2.8143 init_gold_top10=0.4694 init_gold_top100=0.4738 +step=119000 micro_steps=119000 elapsed=33.2s lr=3.000000e-04 loss=2.7253 loss_recon=2.7253 loss_meanflow=0.0000 mean_model_t=0.5069 mean_corrupt_t=0.5069 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5972 corrupt_frac=1.0000 acc_corrupt=0.5972 loss_corrupt=2.7253 wrong_frac=0.4932 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8386 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=529.9486 out_g_norm=0.0164 loss_all=3.0361 init_gold_top10=0.4399 init_gold_top100=0.4483 +step=119100 micro_steps=119100 elapsed=34.5s lr=3.000000e-04 loss=2.7598 loss_recon=2.7598 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7598 wrong_frac=0.4982 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=530.1507 out_g_norm=0.0163 loss_all=3.7274 init_gold_top10=0.3908 init_gold_top100=0.3961 +step=119200 micro_steps=119200 elapsed=33.3s lr=3.000000e-04 loss=2.8425 loss_recon=2.8425 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5819 corrupt_frac=1.0000 acc_corrupt=0.5819 loss_corrupt=2.8425 wrong_frac=0.5056 init_acc_corrupt=0.4589 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3767 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6602 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=530.3637 out_g_norm=0.0160 loss_all=2.9532 init_gold_top10=0.4707 init_gold_top100=0.4765 +step=119300 micro_steps=119300 elapsed=33.5s lr=3.000000e-04 loss=2.8289 loss_recon=2.8289 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5852 corrupt_frac=1.0000 acc_corrupt=0.5852 loss_corrupt=2.8289 wrong_frac=0.5041 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.0996 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=530.5698 out_g_norm=0.0162 loss_all=2.0508 init_gold_top10=0.5899 init_gold_top100=0.5949 +step=119400 micro_steps=119400 elapsed=33.4s lr=3.000000e-04 loss=2.8265 loss_recon=2.8265 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5835 corrupt_frac=1.0000 acc_corrupt=0.5835 loss_corrupt=2.8265 wrong_frac=0.5062 init_acc_corrupt=0.4587 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3792 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6622 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.1995 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=530.7700 out_g_norm=0.0169 loss_all=2.9657 init_gold_top10=0.4535 init_gold_top100=0.4585 +step=119500 micro_steps=119500 elapsed=33.3s lr=3.000000e-04 loss=2.8228 loss_recon=2.8228 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5852 corrupt_frac=1.0000 acc_corrupt=0.5852 loss_corrupt=2.8228 wrong_frac=0.5045 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.2169 acc_corrupt_t_0p2_0p4=0.3966 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.1979 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=530.9677 out_g_norm=0.0162 loss_all=2.8146 init_gold_top10=0.4819 init_gold_top100=0.4885 +step=119600 micro_steps=119600 elapsed=33.5s lr=3.000000e-04 loss=2.7864 loss_recon=2.7864 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.7864 wrong_frac=0.5005 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.2011 acc_corrupt_t_0p2_0p4=0.3840 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6600 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=531.1744 out_g_norm=0.0161 loss_all=3.0099 init_gold_top10=0.4440 init_gold_top100=0.4500 +step=119700 micro_steps=119700 elapsed=33.4s lr=3.000000e-04 loss=2.8635 loss_recon=2.8635 loss_meanflow=0.0000 mean_model_t=0.4897 mean_corrupt_t=0.4897 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5788 corrupt_frac=1.0000 acc_corrupt=0.5788 loss_corrupt=2.8635 wrong_frac=0.5103 init_acc_corrupt=0.4539 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2188 acc_corrupt_t_0p2_0p4=0.3933 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.1859 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.1974 out_w_norm=531.3737 out_g_norm=0.0160 loss_all=3.2143 init_gold_top10=0.4668 init_gold_top100=0.4759 +step=119800 micro_steps=119800 elapsed=33.4s lr=3.000000e-04 loss=2.7738 loss_recon=2.7738 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5916 corrupt_frac=1.0000 acc_corrupt=0.5916 loss_corrupt=2.7738 wrong_frac=0.4985 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3809 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.2150 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=531.5707 out_g_norm=0.0162 loss_all=3.2719 init_gold_top10=0.4094 init_gold_top100=0.4147 +step=119900 micro_steps=119900 elapsed=33.4s lr=3.000000e-04 loss=2.7648 loss_recon=2.7648 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7648 wrong_frac=0.4983 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3801 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6545 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8358 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=531.7720 out_g_norm=0.0160 loss_all=2.6676 init_gold_top10=0.5021 init_gold_top100=0.5074 +step=120000 micro_steps=120000 elapsed=33.5s lr=3.000000e-04 loss=2.8103 loss_recon=2.8103 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.8103 wrong_frac=0.5025 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6646 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=531.9774 out_g_norm=0.0163 loss_all=2.3273 init_gold_top10=0.5451 init_gold_top100=0.5497 +step=120100 micro_steps=120100 elapsed=53.2s lr=3.000000e-04 loss=2.7025 loss_recon=2.7025 loss_meanflow=0.0000 mean_model_t=0.5134 mean_corrupt_t=0.5134 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6015 corrupt_frac=1.0000 acc_corrupt=0.6015 loss_corrupt=2.7025 wrong_frac=0.4865 init_acc_corrupt=0.4802 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3846 corrupt_frac_t_0p2_0p4=0.1888 acc_corrupt_t_0p4_0p6=0.6622 corrupt_frac_t_0p4_0p6=0.1891 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2256 out_w_norm=532.1746 out_g_norm=0.0162 loss_all=3.8597 init_gold_top10=0.3729 init_gold_top100=0.3815 +step=120200 micro_steps=120200 elapsed=53.3s lr=3.000000e-04 loss=2.7834 loss_recon=2.7834 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7834 wrong_frac=0.5001 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6614 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=532.3669 out_g_norm=0.0163 loss_all=2.3122 init_gold_top10=0.5406 init_gold_top100=0.5442 +step=120300 micro_steps=120300 elapsed=53.3s lr=3.000000e-04 loss=2.8002 loss_recon=2.8002 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.8002 wrong_frac=0.5026 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3839 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6578 corrupt_frac_t_0p4_0p6=0.2112 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=532.5598 out_g_norm=0.0165 loss_all=2.5684 init_gold_top10=0.5098 init_gold_top100=0.5149 +step=120400 micro_steps=120400 elapsed=53.3s lr=3.000000e-04 loss=2.8177 loss_recon=2.8177 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8177 wrong_frac=0.5037 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3755 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8365 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=532.7547 out_g_norm=0.0161 loss_all=3.3931 init_gold_top10=0.4276 init_gold_top100=0.4348 +step=120500 micro_steps=120500 elapsed=53.2s lr=3.000000e-04 loss=2.7365 loss_recon=2.7365 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7365 wrong_frac=0.4962 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1932 acc_corrupt_t_0p2_0p4=0.3896 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.1979 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=532.9561 out_g_norm=0.0159 loss_all=3.2770 init_gold_top10=0.4407 init_gold_top100=0.4459 +step=120600 micro_steps=120600 elapsed=53.1s lr=3.000000e-04 loss=2.7081 loss_recon=2.7081 loss_meanflow=0.0000 mean_model_t=0.5073 mean_corrupt_t=0.5073 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6003 corrupt_frac=1.0000 acc_corrupt=0.6003 loss_corrupt=2.7081 wrong_frac=0.4922 init_acc_corrupt=0.4752 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3933 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=533.1535 out_g_norm=0.0160 loss_all=3.2224 init_gold_top10=0.4299 init_gold_top100=0.4377 +step=120700 micro_steps=120700 elapsed=53.3s lr=3.000000e-04 loss=2.7966 loss_recon=2.7966 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5865 corrupt_frac=1.0000 acc_corrupt=0.5865 loss_corrupt=2.7966 wrong_frac=0.5042 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6622 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1869 out_w_norm=533.3569 out_g_norm=0.0161 loss_all=2.3875 init_gold_top10=0.5365 init_gold_top100=0.5409 +step=120800 micro_steps=120800 elapsed=46.8s lr=3.000000e-04 loss=2.8050 loss_recon=2.8050 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5865 corrupt_frac=1.0000 acc_corrupt=0.5865 loss_corrupt=2.8050 wrong_frac=0.5050 init_acc_corrupt=0.4602 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=533.5543 out_g_norm=0.0162 loss_all=3.1119 init_gold_top10=0.4626 init_gold_top100=0.4689 +step=120900 micro_steps=120900 elapsed=33.3s lr=3.000000e-04 loss=2.7909 loss_recon=2.7909 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5884 corrupt_frac=1.0000 acc_corrupt=0.5884 loss_corrupt=2.7909 wrong_frac=0.5010 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3789 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=533.7456 out_g_norm=0.0161 loss_all=2.4360 init_gold_top10=0.5446 init_gold_top100=0.5493 +step=121000 micro_steps=121000 elapsed=33.4s lr=3.000000e-04 loss=2.7672 loss_recon=2.7672 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7672 wrong_frac=0.5013 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3883 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.2150 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=533.9411 out_g_norm=0.0159 loss_all=3.2749 init_gold_top10=0.4529 init_gold_top100=0.4602 +step=121100 micro_steps=121100 elapsed=34.7s lr=3.000000e-04 loss=2.8216 loss_recon=2.8216 loss_meanflow=0.0000 mean_model_t=0.4941 mean_corrupt_t=0.4941 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5832 corrupt_frac=1.0000 acc_corrupt=0.5832 loss_corrupt=2.8216 wrong_frac=0.5058 init_acc_corrupt=0.4581 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3776 corrupt_frac_t_0p2_0p4=0.2137 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1866 out_w_norm=534.1414 out_g_norm=0.0159 loss_all=2.8314 init_gold_top10=0.5038 init_gold_top100=0.5102 +step=121200 micro_steps=121200 elapsed=33.2s lr=3.000000e-04 loss=2.7083 loss_recon=2.7083 loss_meanflow=0.0000 mean_model_t=0.5117 mean_corrupt_t=0.5117 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6002 corrupt_frac=1.0000 acc_corrupt=0.6002 loss_corrupt=2.7083 wrong_frac=0.4881 init_acc_corrupt=0.4780 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2137 out_w_norm=534.3403 out_g_norm=0.0164 loss_all=3.0863 init_gold_top10=0.4580 init_gold_top100=0.4638 +step=121300 micro_steps=121300 elapsed=33.3s lr=3.000000e-04 loss=2.8238 loss_recon=2.8238 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5839 corrupt_frac=1.0000 acc_corrupt=0.5839 loss_corrupt=2.8238 wrong_frac=0.5042 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.3898 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6606 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.1841 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=534.5329 out_g_norm=0.0158 loss_all=2.4251 init_gold_top10=0.5479 init_gold_top100=0.5546 +step=121400 micro_steps=121400 elapsed=33.1s lr=3.000000e-04 loss=2.7418 loss_recon=2.7418 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7418 wrong_frac=0.4969 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1077 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3824 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6668 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=534.7276 out_g_norm=0.0159 loss_all=2.6604 init_gold_top10=0.4930 init_gold_top100=0.4980 +step=121500 micro_steps=121500 elapsed=33.2s lr=3.000000e-04 loss=2.8682 loss_recon=2.8682 loss_meanflow=0.0000 mean_model_t=0.4889 mean_corrupt_t=0.4889 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5786 corrupt_frac=1.0000 acc_corrupt=0.5786 loss_corrupt=2.8682 wrong_frac=0.5114 init_acc_corrupt=0.4528 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.2144 acc_corrupt_t_0p4_0p6=0.6655 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.1907 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=534.9172 out_g_norm=0.0159 loss_all=2.6980 init_gold_top10=0.5101 init_gold_top100=0.5159 +step=121600 micro_steps=121600 elapsed=33.2s lr=3.000000e-04 loss=2.7493 loss_recon=2.7493 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5927 corrupt_frac=1.0000 acc_corrupt=0.5927 loss_corrupt=2.7493 wrong_frac=0.4970 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.3792 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6722 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=535.1247 out_g_norm=0.0161 loss_all=2.7977 init_gold_top10=0.4792 init_gold_top100=0.4842 +step=121700 micro_steps=121700 elapsed=33.2s lr=3.000000e-04 loss=2.7985 loss_recon=2.7985 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.7985 wrong_frac=0.5041 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6616 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8367 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1897 out_w_norm=535.3239 out_g_norm=0.0160 loss_all=2.8085 init_gold_top10=0.5103 init_gold_top100=0.5163 +step=121800 micro_steps=121800 elapsed=33.2s lr=3.000000e-04 loss=2.7812 loss_recon=2.7812 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7812 wrong_frac=0.4985 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3769 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6622 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.2061 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=535.5240 out_g_norm=0.0158 loss_all=2.4359 init_gold_top10=0.5353 init_gold_top100=0.5413 +step=121900 micro_steps=121900 elapsed=33.1s lr=3.000000e-04 loss=2.8525 loss_recon=2.8525 loss_meanflow=0.0000 mean_model_t=0.4922 mean_corrupt_t=0.4922 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5810 corrupt_frac=1.0000 acc_corrupt=0.5810 loss_corrupt=2.8525 wrong_frac=0.5081 init_acc_corrupt=0.4559 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.3823 corrupt_frac_t_0p2_0p4=0.2042 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=535.7295 out_g_norm=0.0161 loss_all=2.2857 init_gold_top10=0.5427 init_gold_top100=0.5461 +step=122000 micro_steps=122000 elapsed=33.2s lr=3.000000e-04 loss=2.7976 loss_recon=2.7976 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5896 corrupt_frac=1.0000 acc_corrupt=0.5896 loss_corrupt=2.7976 wrong_frac=0.5000 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.1097 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3753 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.2134 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=535.9141 out_g_norm=0.0161 loss_all=2.7923 init_gold_top10=0.4977 init_gold_top100=0.5033 +step=122100 micro_steps=122100 elapsed=34.6s lr=3.000000e-04 loss=2.7533 loss_recon=2.7533 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5933 corrupt_frac=1.0000 acc_corrupt=0.5933 loss_corrupt=2.7533 wrong_frac=0.4975 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3869 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=536.1010 out_g_norm=0.0162 loss_all=2.9627 init_gold_top10=0.4627 init_gold_top100=0.4665 +step=122200 micro_steps=122200 elapsed=33.2s lr=3.000000e-04 loss=2.7194 loss_recon=2.7194 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5962 corrupt_frac=1.0000 acc_corrupt=0.5962 loss_corrupt=2.7194 wrong_frac=0.4958 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1862 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6615 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8420 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=536.2997 out_g_norm=0.0163 loss_all=3.2282 init_gold_top10=0.4370 init_gold_top100=0.4449 +step=122300 micro_steps=122300 elapsed=33.2s lr=3.000000e-04 loss=2.7605 loss_recon=2.7605 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5922 corrupt_frac=1.0000 acc_corrupt=0.5922 loss_corrupt=2.7605 wrong_frac=0.4975 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3808 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6665 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=536.5042 out_g_norm=0.0162 loss_all=2.7164 init_gold_top10=0.4856 init_gold_top100=0.4911 +step=122400 micro_steps=122400 elapsed=33.2s lr=3.000000e-04 loss=2.7633 loss_recon=2.7633 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5918 corrupt_frac=1.0000 acc_corrupt=0.5918 loss_corrupt=2.7633 wrong_frac=0.4980 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.0998 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6632 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=536.7041 out_g_norm=0.0158 loss_all=2.3298 init_gold_top10=0.5637 init_gold_top100=0.5705 +step=122500 micro_steps=122500 elapsed=33.4s lr=3.000000e-04 loss=2.7395 loss_recon=2.7395 loss_meanflow=0.0000 mean_model_t=0.5062 mean_corrupt_t=0.5062 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5957 corrupt_frac=1.0000 acc_corrupt=0.5957 loss_corrupt=2.7395 wrong_frac=0.4939 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3794 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6630 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=536.9071 out_g_norm=0.0156 loss_all=3.2821 init_gold_top10=0.4317 init_gold_top100=0.4394 +step=122600 micro_steps=122600 elapsed=33.3s lr=3.000000e-04 loss=2.7491 loss_recon=2.7491 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5937 corrupt_frac=1.0000 acc_corrupt=0.5937 loss_corrupt=2.7491 wrong_frac=0.4972 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3849 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6599 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=537.1042 out_g_norm=0.0157 loss_all=3.1101 init_gold_top10=0.4642 init_gold_top100=0.4694 +step=122700 micro_steps=122700 elapsed=33.3s lr=3.000000e-04 loss=2.7957 loss_recon=2.7957 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.7957 wrong_frac=0.5033 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3900 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6601 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=537.3023 out_g_norm=0.0158 loss_all=3.3377 init_gold_top10=0.4383 init_gold_top100=0.4456 +step=122800 micro_steps=122800 elapsed=33.4s lr=3.000000e-04 loss=2.7064 loss_recon=2.7064 loss_meanflow=0.0000 mean_model_t=0.5058 mean_corrupt_t=0.5058 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5994 corrupt_frac=1.0000 acc_corrupt=0.5994 loss_corrupt=2.7064 wrong_frac=0.4945 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3974 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=537.5014 out_g_norm=0.0156 loss_all=2.8348 init_gold_top10=0.4791 init_gold_top100=0.4853 +step=122900 micro_steps=122900 elapsed=33.4s lr=3.000000e-04 loss=2.7747 loss_recon=2.7747 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7747 wrong_frac=0.4979 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6606 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=537.6956 out_g_norm=0.0160 loss_all=2.9530 init_gold_top10=0.4808 init_gold_top100=0.4879 +step=123000 micro_steps=123000 elapsed=33.4s lr=3.000000e-04 loss=2.8487 loss_recon=2.8487 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5820 corrupt_frac=1.0000 acc_corrupt=0.5820 loss_corrupt=2.8487 wrong_frac=0.5054 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3831 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=537.8962 out_g_norm=0.0158 loss_all=2.4876 init_gold_top10=0.5604 init_gold_top100=0.5674 +step=123100 micro_steps=123100 elapsed=34.8s lr=3.000000e-04 loss=2.7619 loss_recon=2.7619 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5938 corrupt_frac=1.0000 acc_corrupt=0.5938 loss_corrupt=2.7619 wrong_frac=0.4952 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3789 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8392 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=538.0978 out_g_norm=0.0157 loss_all=2.7968 init_gold_top10=0.5013 init_gold_top100=0.5073 +step=123200 micro_steps=123200 elapsed=33.4s lr=3.000000e-04 loss=2.7613 loss_recon=2.7613 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5936 corrupt_frac=1.0000 acc_corrupt=0.5936 loss_corrupt=2.7613 wrong_frac=0.4967 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3790 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.2112 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2058 out_w_norm=538.2973 out_g_norm=0.0157 loss_all=2.7896 init_gold_top10=0.4970 init_gold_top100=0.5007 +step=123300 micro_steps=123300 elapsed=33.4s lr=3.000000e-04 loss=2.7256 loss_recon=2.7256 loss_meanflow=0.0000 mean_model_t=0.5077 mean_corrupt_t=0.5077 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5972 corrupt_frac=1.0000 acc_corrupt=0.5972 loss_corrupt=2.7256 wrong_frac=0.4923 init_acc_corrupt=0.4726 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3806 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=538.4946 out_g_norm=0.0161 loss_all=2.9552 init_gold_top10=0.4571 init_gold_top100=0.4622 +step=123400 micro_steps=123400 elapsed=33.1s lr=3.000000e-04 loss=2.8079 loss_recon=2.8079 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8079 wrong_frac=0.5021 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3798 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.2052 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=538.6892 out_g_norm=0.0158 loss_all=2.7435 init_gold_top10=0.5096 init_gold_top100=0.5142 +step=123500 micro_steps=123500 elapsed=33.2s lr=3.000000e-04 loss=2.8182 loss_recon=2.8182 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5848 corrupt_frac=1.0000 acc_corrupt=0.5848 loss_corrupt=2.8182 wrong_frac=0.5046 init_acc_corrupt=0.4606 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3855 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6604 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=538.8801 out_g_norm=0.0156 loss_all=3.0671 init_gold_top10=0.4904 init_gold_top100=0.4977 +step=123600 micro_steps=123600 elapsed=33.2s lr=3.000000e-04 loss=2.7067 loss_recon=2.7067 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5984 corrupt_frac=1.0000 acc_corrupt=0.5984 loss_corrupt=2.7067 wrong_frac=0.4946 init_acc_corrupt=0.4723 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.2162 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2125 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=539.0701 out_g_norm=0.0157 loss_all=3.1667 init_gold_top10=0.4448 init_gold_top100=0.4497 +step=123700 micro_steps=123700 elapsed=33.2s lr=3.000000e-04 loss=2.8056 loss_recon=2.8056 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5863 corrupt_frac=1.0000 acc_corrupt=0.5863 loss_corrupt=2.8056 wrong_frac=0.5044 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6632 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1973 out_w_norm=539.2659 out_g_norm=0.0157 loss_all=2.9272 init_gold_top10=0.4772 init_gold_top100=0.4832 +step=123800 micro_steps=123800 elapsed=33.1s lr=3.000000e-04 loss=2.7439 loss_recon=2.7439 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7439 wrong_frac=0.4964 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3893 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8400 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=539.4726 out_g_norm=0.0157 loss_all=2.7167 init_gold_top10=0.4906 init_gold_top100=0.4960 +step=123900 micro_steps=123900 elapsed=33.2s lr=3.000000e-04 loss=2.8060 loss_recon=2.8060 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.8060 wrong_frac=0.5011 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3807 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6584 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=539.6732 out_g_norm=0.0161 loss_all=2.6093 init_gold_top10=0.5117 init_gold_top100=0.5168 +step=124000 micro_steps=124000 elapsed=33.1s lr=3.000000e-04 loss=2.7387 loss_recon=2.7387 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5952 corrupt_frac=1.0000 acc_corrupt=0.5952 loss_corrupt=2.7387 wrong_frac=0.4973 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3935 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.2116 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=539.8706 out_g_norm=0.0159 loss_all=3.0658 init_gold_top10=0.4388 init_gold_top100=0.4447 +step=124100 micro_steps=124100 elapsed=34.4s lr=3.000000e-04 loss=2.8178 loss_recon=2.8178 loss_meanflow=0.0000 mean_model_t=0.4950 mean_corrupt_t=0.4950 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5851 corrupt_frac=1.0000 acc_corrupt=0.5851 loss_corrupt=2.8178 wrong_frac=0.5047 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2122 acc_corrupt_t_0p2_0p4=0.3874 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6632 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=540.0632 out_g_norm=0.0156 loss_all=3.0317 init_gold_top10=0.4583 init_gold_top100=0.4631 +step=124200 micro_steps=124200 elapsed=33.0s lr=3.000000e-04 loss=2.7863 loss_recon=2.7863 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7863 wrong_frac=0.5011 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3846 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=540.2668 out_g_norm=0.0157 loss_all=2.7594 init_gold_top10=0.4968 init_gold_top100=0.5040 +step=124300 micro_steps=124300 elapsed=33.2s lr=3.000000e-04 loss=2.8260 loss_recon=2.8260 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5861 corrupt_frac=1.0000 acc_corrupt=0.5861 loss_corrupt=2.8260 wrong_frac=0.5028 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3838 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1856 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.2119 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=540.4583 out_g_norm=0.0155 loss_all=2.8427 init_gold_top10=0.4847 init_gold_top100=0.4908 +step=124400 micro_steps=124400 elapsed=33.1s lr=3.000000e-04 loss=2.7913 loss_recon=2.7913 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5886 corrupt_frac=1.0000 acc_corrupt=0.5886 loss_corrupt=2.7913 wrong_frac=0.5015 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1967 acc_corrupt_t_0p2_0p4=0.3864 corrupt_frac_t_0p2_0p4=0.2153 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.1888 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=540.6477 out_g_norm=0.0157 loss_all=2.2553 init_gold_top10=0.5624 init_gold_top100=0.5656 +step=124500 micro_steps=124500 elapsed=33.1s lr=3.000000e-04 loss=2.6832 loss_recon=2.6832 loss_meanflow=0.0000 mean_model_t=0.5102 mean_corrupt_t=0.5102 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6025 corrupt_frac=1.0000 acc_corrupt=0.6025 loss_corrupt=2.6832 wrong_frac=0.4900 init_acc_corrupt=0.4771 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3811 corrupt_frac_t_0p2_0p4=0.1881 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=540.8389 out_g_norm=0.0157 loss_all=2.4240 init_gold_top10=0.5490 init_gold_top100=0.5537 +step=124600 micro_steps=124600 elapsed=33.1s lr=3.000000e-04 loss=2.7960 loss_recon=2.7960 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5883 corrupt_frac=1.0000 acc_corrupt=0.5883 loss_corrupt=2.7960 wrong_frac=0.5015 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.3839 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=541.0291 out_g_norm=0.0157 loss_all=3.0451 init_gold_top10=0.4488 init_gold_top100=0.4545 +step=124700 micro_steps=124700 elapsed=33.2s lr=3.000000e-04 loss=2.7718 loss_recon=2.7718 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5896 corrupt_frac=1.0000 acc_corrupt=0.5896 loss_corrupt=2.7718 wrong_frac=0.5033 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.0998 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3938 corrupt_frac_t_0p2_0p4=0.2058 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.2141 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1862 out_w_norm=541.2205 out_g_norm=0.0157 loss_all=3.7103 init_gold_top10=0.3921 init_gold_top100=0.3986 +step=124800 micro_steps=124800 elapsed=33.1s lr=3.000000e-04 loss=2.7857 loss_recon=2.7857 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5882 corrupt_frac=1.0000 acc_corrupt=0.5882 loss_corrupt=2.7857 wrong_frac=0.5030 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.0984 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=541.4195 out_g_norm=0.0160 loss_all=3.9382 init_gold_top10=0.3669 init_gold_top100=0.3760 +step=124900 micro_steps=124900 elapsed=33.1s lr=3.000000e-04 loss=2.7187 loss_recon=2.7187 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5972 corrupt_frac=1.0000 acc_corrupt=0.5972 loss_corrupt=2.7187 wrong_frac=0.4954 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1071 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3928 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=541.6216 out_g_norm=0.0162 loss_all=2.1008 init_gold_top10=0.5926 init_gold_top100=0.5968 +step=125000 micro_steps=125000 elapsed=33.1s lr=3.000000e-04 loss=2.7631 loss_recon=2.7631 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5926 corrupt_frac=1.0000 acc_corrupt=0.5926 loss_corrupt=2.7631 wrong_frac=0.4994 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3824 corrupt_frac_t_0p2_0p4=0.1869 acc_corrupt_t_0p4_0p6=0.6661 corrupt_frac_t_0p4_0p6=0.2175 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=541.8127 out_g_norm=0.0158 loss_all=3.8901 init_gold_top10=0.3517 init_gold_top100=0.3604 +step=125100 micro_steps=125100 elapsed=34.5s lr=3.000000e-04 loss=2.6682 loss_recon=2.6682 loss_meanflow=0.0000 mean_model_t=0.5106 mean_corrupt_t=0.5106 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6042 corrupt_frac=1.0000 acc_corrupt=0.6042 loss_corrupt=2.6682 wrong_frac=0.4896 init_acc_corrupt=0.4777 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3940 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.2178 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=542.0130 out_g_norm=0.0160 loss_all=2.9671 init_gold_top10=0.4719 init_gold_top100=0.4786 +step=125200 micro_steps=125200 elapsed=33.1s lr=3.000000e-04 loss=2.7117 loss_recon=2.7117 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5974 corrupt_frac=1.0000 acc_corrupt=0.5974 loss_corrupt=2.7117 wrong_frac=0.4951 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3944 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=542.2086 out_g_norm=0.0155 loss_all=2.8257 init_gold_top10=0.5041 init_gold_top100=0.5092 +step=125300 micro_steps=125300 elapsed=33.2s lr=3.000000e-04 loss=2.6756 loss_recon=2.6756 loss_meanflow=0.0000 mean_model_t=0.5109 mean_corrupt_t=0.5109 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6040 corrupt_frac=1.0000 acc_corrupt=0.6040 loss_corrupt=2.6756 wrong_frac=0.4890 init_acc_corrupt=0.4779 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.1935 acc_corrupt_t_0p2_0p4=0.3877 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.2030 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=542.4062 out_g_norm=0.0156 loss_all=2.4883 init_gold_top10=0.5305 init_gold_top100=0.5349 +step=125400 micro_steps=125400 elapsed=33.3s lr=3.000000e-04 loss=2.7759 loss_recon=2.7759 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7759 wrong_frac=0.4997 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6624 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=542.6077 out_g_norm=0.0157 loss_all=4.0821 init_gold_top10=0.3391 init_gold_top100=0.3494 +step=125500 micro_steps=125500 elapsed=33.3s lr=3.000000e-04 loss=2.7359 loss_recon=2.7359 loss_meanflow=0.0000 mean_model_t=0.5055 mean_corrupt_t=0.5055 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7359 wrong_frac=0.4946 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3802 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=542.8050 out_g_norm=0.0155 loss_all=1.8372 init_gold_top10=0.6103 init_gold_top100=0.6131 +step=125600 micro_steps=125600 elapsed=33.4s lr=3.000000e-04 loss=2.7427 loss_recon=2.7427 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7427 wrong_frac=0.4963 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3888 corrupt_frac_t_0p2_0p4=0.2023 acc_corrupt_t_0p4_0p6=0.6610 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=543.0034 out_g_norm=0.0159 loss_all=3.2032 init_gold_top10=0.4333 init_gold_top100=0.4420 +step=125700 micro_steps=125700 elapsed=33.5s lr=3.000000e-04 loss=2.8524 loss_recon=2.8524 loss_meanflow=0.0000 mean_model_t=0.4929 mean_corrupt_t=0.4929 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5799 corrupt_frac=1.0000 acc_corrupt=0.5799 loss_corrupt=2.8524 wrong_frac=0.5074 init_acc_corrupt=0.4557 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3765 corrupt_frac_t_0p2_0p4=0.2166 acc_corrupt_t_0p4_0p6=0.6616 corrupt_frac_t_0p4_0p6=0.1834 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=543.2102 out_g_norm=0.0156 loss_all=3.3164 init_gold_top10=0.4337 init_gold_top100=0.4419 +step=125800 micro_steps=125800 elapsed=33.3s lr=3.000000e-04 loss=2.8824 loss_recon=2.8824 loss_meanflow=0.0000 mean_model_t=0.4883 mean_corrupt_t=0.4883 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5758 corrupt_frac=1.0000 acc_corrupt=0.5758 loss_corrupt=2.8824 wrong_frac=0.5117 init_acc_corrupt=0.4526 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.3791 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1831 out_w_norm=543.4006 out_g_norm=0.0157 loss_all=2.8325 init_gold_top10=0.4725 init_gold_top100=0.4778 +step=125900 micro_steps=125900 elapsed=33.3s lr=3.000000e-04 loss=2.7549 loss_recon=2.7549 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5936 corrupt_frac=1.0000 acc_corrupt=0.5936 loss_corrupt=2.7549 wrong_frac=0.4962 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3892 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6720 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=543.5955 out_g_norm=0.0157 loss_all=3.3971 init_gold_top10=0.4005 init_gold_top100=0.4100 +step=126000 micro_steps=126000 elapsed=33.4s lr=3.000000e-04 loss=2.8184 loss_recon=2.8184 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8184 wrong_frac=0.5046 init_acc_corrupt=0.4602 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3769 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.2116 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1856 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2036 out_w_norm=543.7978 out_g_norm=0.0156 loss_all=2.3672 init_gold_top10=0.5445 init_gold_top100=0.5486 +step=126100 micro_steps=126100 elapsed=34.8s lr=3.000000e-04 loss=2.8222 loss_recon=2.8222 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8222 wrong_frac=0.5033 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3796 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=543.9981 out_g_norm=0.0157 loss_all=2.8770 init_gold_top10=0.4815 init_gold_top100=0.4869 +step=126200 micro_steps=126200 elapsed=33.3s lr=3.000000e-04 loss=2.8081 loss_recon=2.8081 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5861 corrupt_frac=1.0000 acc_corrupt=0.5861 loss_corrupt=2.8081 wrong_frac=0.5052 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3952 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.1809 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=544.1965 out_g_norm=0.0156 loss_all=3.0061 init_gold_top10=0.4771 init_gold_top100=0.4854 +step=126300 micro_steps=126300 elapsed=33.5s lr=3.000000e-04 loss=2.7666 loss_recon=2.7666 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7666 wrong_frac=0.4993 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3844 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=544.3921 out_g_norm=0.0155 loss_all=2.1749 init_gold_top10=0.5999 init_gold_top100=0.6056 +step=126400 micro_steps=126400 elapsed=33.5s lr=3.000000e-04 loss=2.7880 loss_recon=2.7880 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5880 corrupt_frac=1.0000 acc_corrupt=0.5880 loss_corrupt=2.7880 wrong_frac=0.5035 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6638 corrupt_frac_t_0p4_0p6=0.2128 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1869 out_w_norm=544.5901 out_g_norm=0.0155 loss_all=2.5043 init_gold_top10=0.5376 init_gold_top100=0.5425 +step=126500 micro_steps=126500 elapsed=33.4s lr=3.000000e-04 loss=2.7960 loss_recon=2.7960 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.7960 wrong_frac=0.5022 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3806 corrupt_frac_t_0p2_0p4=0.2102 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2020 out_w_norm=544.7845 out_g_norm=0.0157 loss_all=2.4314 init_gold_top10=0.5106 init_gold_top100=0.5145 +step=126600 micro_steps=126600 elapsed=33.3s lr=3.000000e-04 loss=2.8057 loss_recon=2.8057 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5872 corrupt_frac=1.0000 acc_corrupt=0.5872 loss_corrupt=2.8057 wrong_frac=0.5047 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3948 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6661 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=544.9811 out_g_norm=0.0160 loss_all=2.4309 init_gold_top10=0.5476 init_gold_top100=0.5528 +step=126700 micro_steps=126700 elapsed=33.5s lr=3.000000e-04 loss=2.7916 loss_recon=2.7916 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5886 corrupt_frac=1.0000 acc_corrupt=0.5886 loss_corrupt=2.7916 wrong_frac=0.5005 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2049 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6607 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=545.1764 out_g_norm=0.0155 loss_all=2.7223 init_gold_top10=0.4926 init_gold_top100=0.4977 +step=126800 micro_steps=126800 elapsed=33.4s lr=3.000000e-04 loss=2.7686 loss_recon=2.7686 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5889 corrupt_frac=1.0000 acc_corrupt=0.5889 loss_corrupt=2.7686 wrong_frac=0.5033 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.0978 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3805 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6632 corrupt_frac_t_0p4_0p6=0.2156 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=545.3774 out_g_norm=0.0157 loss_all=2.3060 init_gold_top10=0.5218 init_gold_top100=0.5247 +step=126900 micro_steps=126900 elapsed=33.4s lr=3.000000e-04 loss=2.7811 loss_recon=2.7811 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5893 corrupt_frac=1.0000 acc_corrupt=0.5893 loss_corrupt=2.7811 wrong_frac=0.5018 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=545.5658 out_g_norm=0.0159 loss_all=2.6379 init_gold_top10=0.5288 init_gold_top100=0.5349 +step=127000 micro_steps=127000 elapsed=33.4s lr=3.000000e-04 loss=2.8290 loss_recon=2.8290 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5832 corrupt_frac=1.0000 acc_corrupt=0.5832 loss_corrupt=2.8290 wrong_frac=0.5060 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3808 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1973 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=545.7654 out_g_norm=0.0158 loss_all=2.4006 init_gold_top10=0.4929 init_gold_top100=0.5001 +step=127100 micro_steps=127100 elapsed=34.7s lr=3.000000e-04 loss=2.7614 loss_recon=2.7614 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5913 corrupt_frac=1.0000 acc_corrupt=0.5913 loss_corrupt=2.7614 wrong_frac=0.5024 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3945 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=545.9600 out_g_norm=0.0159 loss_all=2.4221 init_gold_top10=0.5374 init_gold_top100=0.5405 +step=127200 micro_steps=127200 elapsed=33.3s lr=3.000000e-04 loss=2.8275 loss_recon=2.8275 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5839 corrupt_frac=1.0000 acc_corrupt=0.5839 loss_corrupt=2.8275 wrong_frac=0.5051 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3832 corrupt_frac_t_0p2_0p4=0.2116 acc_corrupt_t_0p4_0p6=0.6629 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=546.1545 out_g_norm=0.0155 loss_all=1.9689 init_gold_top10=0.5850 init_gold_top100=0.5869 +step=127300 micro_steps=127300 elapsed=33.3s lr=3.000000e-04 loss=2.8065 loss_recon=2.8065 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.8065 wrong_frac=0.5028 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.3964 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=546.3490 out_g_norm=0.0160 loss_all=2.5738 init_gold_top10=0.5530 init_gold_top100=0.5604 +step=127400 micro_steps=127400 elapsed=33.4s lr=3.000000e-04 loss=2.7154 loss_recon=2.7154 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5982 corrupt_frac=1.0000 acc_corrupt=0.5982 loss_corrupt=2.7154 wrong_frac=0.4940 init_acc_corrupt=0.4715 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6630 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8400 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=546.5532 out_g_norm=0.0157 loss_all=2.6075 init_gold_top10=0.5158 init_gold_top100=0.5196 +step=127500 micro_steps=127500 elapsed=33.3s lr=3.000000e-04 loss=2.8600 loss_recon=2.8600 loss_meanflow=0.0000 mean_model_t=0.4877 mean_corrupt_t=0.4877 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5783 corrupt_frac=1.0000 acc_corrupt=0.5783 loss_corrupt=2.8600 wrong_frac=0.5124 init_acc_corrupt=0.4513 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.3923 corrupt_frac_t_0p2_0p4=0.2181 acc_corrupt_t_0p4_0p6=0.6634 corrupt_frac_t_0p4_0p6=0.1872 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=546.7475 out_g_norm=0.0155 loss_all=2.7192 init_gold_top10=0.5205 init_gold_top100=0.5270 +step=127600 micro_steps=127600 elapsed=33.4s lr=3.000000e-04 loss=2.7375 loss_recon=2.7375 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7375 wrong_frac=0.4948 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3764 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6667 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=546.9502 out_g_norm=0.0154 loss_all=2.3966 init_gold_top10=0.5128 init_gold_top100=0.5164 +step=127700 micro_steps=127700 elapsed=33.3s lr=3.000000e-04 loss=2.7950 loss_recon=2.7950 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.7950 wrong_frac=0.5026 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3787 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6612 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8392 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=547.1410 out_g_norm=0.0155 loss_all=2.7314 init_gold_top10=0.4632 init_gold_top100=0.4700 +step=127800 micro_steps=127800 elapsed=33.3s lr=3.000000e-04 loss=2.7493 loss_recon=2.7493 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7493 wrong_frac=0.5001 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3915 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2058 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=547.3297 out_g_norm=0.0154 loss_all=2.5576 init_gold_top10=0.4997 init_gold_top100=0.5047 +step=127900 micro_steps=127900 elapsed=33.2s lr=3.000000e-04 loss=2.7107 loss_recon=2.7107 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5988 corrupt_frac=1.0000 acc_corrupt=0.5988 loss_corrupt=2.7107 wrong_frac=0.4932 init_acc_corrupt=0.4739 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3938 corrupt_frac_t_0p2_0p4=0.1881 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.2181 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=547.5264 out_g_norm=0.0153 loss_all=2.0288 init_gold_top10=0.5872 init_gold_top100=0.5910 +step=128000 micro_steps=128000 elapsed=33.3s lr=3.000000e-04 loss=2.7741 loss_recon=2.7741 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7741 wrong_frac=0.5019 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3906 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=547.7228 out_g_norm=0.0156 loss_all=2.4172 init_gold_top10=0.5295 init_gold_top100=0.5336 +step=128100 micro_steps=128100 elapsed=34.7s lr=3.000000e-04 loss=2.7043 loss_recon=2.7043 loss_meanflow=0.0000 mean_model_t=0.5070 mean_corrupt_t=0.5070 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5989 corrupt_frac=1.0000 acc_corrupt=0.5989 loss_corrupt=2.7043 wrong_frac=0.4931 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1850 acc_corrupt_t_0p2_0p4=0.3814 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6632 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=547.9203 out_g_norm=0.0155 loss_all=2.8235 init_gold_top10=0.4896 init_gold_top100=0.4952 +step=128200 micro_steps=128200 elapsed=33.4s lr=3.000000e-04 loss=2.7496 loss_recon=2.7496 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5929 corrupt_frac=1.0000 acc_corrupt=0.5929 loss_corrupt=2.7496 wrong_frac=0.4983 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3880 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8363 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=548.1062 out_g_norm=0.0153 loss_all=2.8466 init_gold_top10=0.4782 init_gold_top100=0.4850 +step=128300 micro_steps=128300 elapsed=33.3s lr=3.000000e-04 loss=2.8178 loss_recon=2.8178 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5853 corrupt_frac=1.0000 acc_corrupt=0.5853 loss_corrupt=2.8178 wrong_frac=0.5032 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.2023 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=548.2985 out_g_norm=0.0156 loss_all=2.4922 init_gold_top10=0.5632 init_gold_top100=0.5693 +step=128400 micro_steps=128400 elapsed=33.3s lr=3.000000e-04 loss=2.7702 loss_recon=2.7702 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7702 wrong_frac=0.5037 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.1078 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3874 corrupt_frac_t_0p2_0p4=0.2042 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=548.4939 out_g_norm=0.0155 loss_all=2.8219 init_gold_top10=0.4892 init_gold_top100=0.4971 +step=128500 micro_steps=128500 elapsed=33.3s lr=3.000000e-04 loss=2.7967 loss_recon=2.7967 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5877 corrupt_frac=1.0000 acc_corrupt=0.5877 loss_corrupt=2.7967 wrong_frac=0.5030 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=548.6969 out_g_norm=0.0153 loss_all=3.3706 init_gold_top10=0.4330 init_gold_top100=0.4422 +step=128600 micro_steps=128600 elapsed=33.2s lr=3.000000e-04 loss=2.8166 loss_recon=2.8166 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8166 wrong_frac=0.5048 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3769 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6638 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=548.8852 out_g_norm=0.0156 loss_all=2.9538 init_gold_top10=0.4450 init_gold_top100=0.4518 +step=128700 micro_steps=128700 elapsed=33.4s lr=3.000000e-04 loss=2.8453 loss_recon=2.8453 loss_meanflow=0.0000 mean_model_t=0.4924 mean_corrupt_t=0.4924 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5814 corrupt_frac=1.0000 acc_corrupt=0.5814 loss_corrupt=2.8453 wrong_frac=0.5076 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3790 corrupt_frac_t_0p2_0p4=0.1957 acc_corrupt_t_0p4_0p6=0.6621 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=549.0838 out_g_norm=0.0155 loss_all=2.1940 init_gold_top10=0.5744 init_gold_top100=0.5783 +step=128800 micro_steps=128800 elapsed=33.5s lr=3.000000e-04 loss=2.8134 loss_recon=2.8134 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5860 corrupt_frac=1.0000 acc_corrupt=0.5860 loss_corrupt=2.8134 wrong_frac=0.5023 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3831 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.1847 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=549.2689 out_g_norm=0.0153 loss_all=2.5173 init_gold_top10=0.5483 init_gold_top100=0.5511 +step=128900 micro_steps=128900 elapsed=33.5s lr=3.000000e-04 loss=2.8462 loss_recon=2.8462 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5817 corrupt_frac=1.0000 acc_corrupt=0.5817 loss_corrupt=2.8462 wrong_frac=0.5062 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.6585 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=549.4552 out_g_norm=0.0154 loss_all=3.0696 init_gold_top10=0.4655 init_gold_top100=0.4697 +step=129000 micro_steps=129000 elapsed=33.4s lr=3.000000e-04 loss=2.7493 loss_recon=2.7493 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5936 corrupt_frac=1.0000 acc_corrupt=0.5936 loss_corrupt=2.7493 wrong_frac=0.4981 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.0952 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3778 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6644 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=549.6489 out_g_norm=0.0154 loss_all=2.3686 init_gold_top10=0.5237 init_gold_top100=0.5287 +step=129100 micro_steps=129100 elapsed=34.9s lr=3.000000e-04 loss=2.7755 loss_recon=2.7755 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7755 wrong_frac=0.5027 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.2119 acc_corrupt_t_0p4_0p6=0.6654 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=549.8386 out_g_norm=0.0154 loss_all=2.2395 init_gold_top10=0.5891 init_gold_top100=0.5916 +step=129200 micro_steps=129200 elapsed=33.4s lr=3.000000e-04 loss=2.7894 loss_recon=2.7894 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5886 corrupt_frac=1.0000 acc_corrupt=0.5886 loss_corrupt=2.7894 wrong_frac=0.5062 init_acc_corrupt=0.4581 acc_corrupt_t_0p0_0p2=0.1084 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3902 corrupt_frac_t_0p2_0p4=0.2178 acc_corrupt_t_0p4_0p6=0.6761 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=550.0296 out_g_norm=0.0158 loss_all=2.4550 init_gold_top10=0.5146 init_gold_top100=0.5188 +step=129300 micro_steps=129300 elapsed=33.5s lr=3.000000e-04 loss=2.8400 loss_recon=2.8400 loss_meanflow=0.0000 mean_model_t=0.4925 mean_corrupt_t=0.4925 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5816 corrupt_frac=1.0000 acc_corrupt=0.5816 loss_corrupt=2.8400 wrong_frac=0.5072 init_acc_corrupt=0.4574 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.6629 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=550.2311 out_g_norm=0.0154 loss_all=2.8590 init_gold_top10=0.4658 init_gold_top100=0.4717 +step=129400 micro_steps=129400 elapsed=33.5s lr=3.000000e-04 loss=2.7819 loss_recon=2.7819 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5880 corrupt_frac=1.0000 acc_corrupt=0.5880 loss_corrupt=2.7819 wrong_frac=0.5031 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6619 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=550.4213 out_g_norm=0.0154 loss_all=2.7642 init_gold_top10=0.4951 init_gold_top100=0.4977 +step=129500 micro_steps=129500 elapsed=33.5s lr=3.000000e-04 loss=2.7653 loss_recon=2.7653 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7653 wrong_frac=0.4976 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8420 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2042 out_w_norm=550.6153 out_g_norm=0.0154 loss_all=2.2881 init_gold_top10=0.5304 init_gold_top100=0.5332 +step=129600 micro_steps=129600 elapsed=33.1s lr=3.000000e-04 loss=2.7381 loss_recon=2.7381 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5927 corrupt_frac=1.0000 acc_corrupt=0.5927 loss_corrupt=2.7381 wrong_frac=0.5002 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.1099 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3813 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=550.8092 out_g_norm=0.0158 loss_all=3.1953 init_gold_top10=0.4550 init_gold_top100=0.4619 +step=129700 micro_steps=129700 elapsed=33.2s lr=3.000000e-04 loss=2.7021 loss_recon=2.7021 loss_meanflow=0.0000 mean_model_t=0.5071 mean_corrupt_t=0.5071 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5987 corrupt_frac=1.0000 acc_corrupt=0.5987 loss_corrupt=2.7021 wrong_frac=0.4930 init_acc_corrupt=0.4733 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2112 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=550.9961 out_g_norm=0.0155 loss_all=2.6233 init_gold_top10=0.4906 init_gold_top100=0.4960 +step=129800 micro_steps=129800 elapsed=33.3s lr=3.000000e-04 loss=2.8197 loss_recon=2.8197 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5842 corrupt_frac=1.0000 acc_corrupt=0.5842 loss_corrupt=2.8197 wrong_frac=0.5050 init_acc_corrupt=0.4589 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3782 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=551.1861 out_g_norm=0.0151 loss_all=3.0987 init_gold_top10=0.4485 init_gold_top100=0.4542 +step=129900 micro_steps=129900 elapsed=33.4s lr=3.000000e-04 loss=2.7790 loss_recon=2.7790 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7790 wrong_frac=0.4994 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3810 corrupt_frac_t_0p2_0p4=0.1872 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=551.3897 out_g_norm=0.0156 loss_all=2.4502 init_gold_top10=0.5335 init_gold_top100=0.5393 +step=130000 micro_steps=130000 elapsed=33.3s lr=3.000000e-04 loss=2.7025 loss_recon=2.7025 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5984 corrupt_frac=1.0000 acc_corrupt=0.5984 loss_corrupt=2.7025 wrong_frac=0.4975 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.1073 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.4027 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.1957 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=551.5910 out_g_norm=0.0157 loss_all=3.1277 init_gold_top10=0.4349 init_gold_top100=0.4408 +step=130100 micro_steps=130100 elapsed=53.0s lr=3.000000e-04 loss=2.8804 loss_recon=2.8804 loss_meanflow=0.0000 mean_model_t=0.4894 mean_corrupt_t=0.4894 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5767 corrupt_frac=1.0000 acc_corrupt=0.5767 loss_corrupt=2.8804 wrong_frac=0.5106 init_acc_corrupt=0.4540 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2147 acc_corrupt_t_0p2_0p4=0.3793 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.1844 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=551.7947 out_g_norm=0.0154 loss_all=2.5321 init_gold_top10=0.5145 init_gold_top100=0.5179 +step=130200 micro_steps=130200 elapsed=53.2s lr=3.000000e-04 loss=2.7816 loss_recon=2.7816 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5889 corrupt_frac=1.0000 acc_corrupt=0.5889 loss_corrupt=2.7816 wrong_frac=0.5008 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3757 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6710 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=551.9902 out_g_norm=0.0154 loss_all=2.7795 init_gold_top10=0.5074 init_gold_top100=0.5110 +step=130300 micro_steps=130300 elapsed=53.2s lr=3.000000e-04 loss=2.7642 loss_recon=2.7642 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7642 wrong_frac=0.4968 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3871 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6657 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.2097 out_w_norm=552.1796 out_g_norm=0.0152 loss_all=2.3618 init_gold_top10=0.5504 init_gold_top100=0.5567 +step=130400 micro_steps=130400 elapsed=53.0s lr=3.000000e-04 loss=2.7503 loss_recon=2.7503 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7503 wrong_frac=0.4992 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1105 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6650 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8367 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=552.3721 out_g_norm=0.0154 loss_all=2.2280 init_gold_top10=0.5088 init_gold_top100=0.5135 +step=130500 micro_steps=130500 elapsed=53.3s lr=3.000000e-04 loss=2.6952 loss_recon=2.6952 loss_meanflow=0.0000 mean_model_t=0.5105 mean_corrupt_t=0.5105 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6024 corrupt_frac=1.0000 acc_corrupt=0.6024 loss_corrupt=2.6952 wrong_frac=0.4892 init_acc_corrupt=0.4779 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.1872 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6603 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2116 out_w_norm=552.5617 out_g_norm=0.0153 loss_all=2.3384 init_gold_top10=0.5525 init_gold_top100=0.5575 +step=130600 micro_steps=130600 elapsed=53.4s lr=3.000000e-04 loss=2.7856 loss_recon=2.7856 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7856 wrong_frac=0.4990 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3832 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6646 corrupt_frac_t_0p4_0p6=0.1872 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=552.7569 out_g_norm=0.0157 loss_all=2.9691 init_gold_top10=0.4623 init_gold_top100=0.4667 +step=130700 micro_steps=130700 elapsed=53.2s lr=3.000000e-04 loss=2.7583 loss_recon=2.7583 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5921 corrupt_frac=1.0000 acc_corrupt=0.5921 loss_corrupt=2.7583 wrong_frac=0.4997 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3850 corrupt_frac_t_0p2_0p4=0.1976 acc_corrupt_t_0p4_0p6=0.6588 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=552.9461 out_g_norm=0.0155 loss_all=3.3161 init_gold_top10=0.4332 init_gold_top100=0.4419 +step=130800 micro_steps=130800 elapsed=43.7s lr=3.000000e-04 loss=2.7048 loss_recon=2.7048 loss_meanflow=0.0000 mean_model_t=0.5107 mean_corrupt_t=0.5107 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6001 corrupt_frac=1.0000 acc_corrupt=0.6001 loss_corrupt=2.7048 wrong_frac=0.4892 init_acc_corrupt=0.4778 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6617 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=553.1259 out_g_norm=0.0153 loss_all=2.2300 init_gold_top10=0.5572 init_gold_top100=0.5598 +step=130900 micro_steps=130900 elapsed=33.2s lr=3.000000e-04 loss=2.7868 loss_recon=2.7868 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5896 corrupt_frac=1.0000 acc_corrupt=0.5896 loss_corrupt=2.7868 wrong_frac=0.5008 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3888 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=553.3215 out_g_norm=0.0152 loss_all=2.0919 init_gold_top10=0.5807 init_gold_top100=0.5840 +step=131000 micro_steps=131000 elapsed=33.1s lr=3.000000e-04 loss=2.7095 loss_recon=2.7095 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5997 corrupt_frac=1.0000 acc_corrupt=0.5997 loss_corrupt=2.7095 wrong_frac=0.4941 init_acc_corrupt=0.4717 acc_corrupt_t_0p0_0p2=0.1069 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6752 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8472 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=553.5213 out_g_norm=0.0156 loss_all=2.6014 init_gold_top10=0.5311 init_gold_top100=0.5378 +step=131100 micro_steps=131100 elapsed=34.6s lr=3.000000e-04 loss=2.7384 loss_recon=2.7384 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5961 corrupt_frac=1.0000 acc_corrupt=0.5961 loss_corrupt=2.7384 wrong_frac=0.4962 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3938 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.2014 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=553.7117 out_g_norm=0.0153 loss_all=3.0573 init_gold_top10=0.4723 init_gold_top100=0.4788 +step=131200 micro_steps=131200 elapsed=33.2s lr=3.000000e-04 loss=2.7356 loss_recon=2.7356 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5946 corrupt_frac=1.0000 acc_corrupt=0.5946 loss_corrupt=2.7356 wrong_frac=0.4943 init_acc_corrupt=0.4723 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6631 corrupt_frac_t_0p4_0p6=0.2064 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2061 out_w_norm=553.9094 out_g_norm=0.0168 loss_all=2.4165 init_gold_top10=0.5270 init_gold_top100=0.5305 +step=131300 micro_steps=131300 elapsed=33.7s lr=3.000000e-04 loss=2.8402 loss_recon=2.8402 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5823 corrupt_frac=1.0000 acc_corrupt=0.5823 loss_corrupt=2.8402 wrong_frac=0.5063 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.3810 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.1888 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=554.1046 out_g_norm=0.0156 loss_all=2.6551 init_gold_top10=0.4990 init_gold_top100=0.5061 +step=131400 micro_steps=131400 elapsed=34.1s lr=3.000000e-04 loss=2.7010 loss_recon=2.7010 loss_meanflow=0.0000 mean_model_t=0.5073 mean_corrupt_t=0.5073 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6008 corrupt_frac=1.0000 acc_corrupt=0.6008 loss_corrupt=2.7010 wrong_frac=0.4929 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3958 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2137 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=554.2978 out_g_norm=0.0154 loss_all=3.0245 init_gold_top10=0.4524 init_gold_top100=0.4574 +step=131500 micro_steps=131500 elapsed=33.2s lr=3.000000e-04 loss=2.7327 loss_recon=2.7327 loss_meanflow=0.0000 mean_model_t=0.5077 mean_corrupt_t=0.5077 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5960 corrupt_frac=1.0000 acc_corrupt=0.5960 loss_corrupt=2.7327 wrong_frac=0.4924 init_acc_corrupt=0.4725 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3817 corrupt_frac_t_0p2_0p4=0.2103 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.1812 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2162 out_w_norm=554.4767 out_g_norm=0.0153 loss_all=2.6383 init_gold_top10=0.4879 init_gold_top100=0.4915 +step=131600 micro_steps=131600 elapsed=35.7s lr=3.000000e-04 loss=2.7648 loss_recon=2.7648 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7648 wrong_frac=0.4981 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3842 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=554.6652 out_g_norm=0.0152 loss_all=3.3652 init_gold_top10=0.4180 init_gold_top100=0.4256 +step=131700 micro_steps=131700 elapsed=34.7s lr=3.000000e-04 loss=2.7868 loss_recon=2.7868 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7868 wrong_frac=0.4993 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=554.8590 out_g_norm=0.0151 loss_all=3.1652 init_gold_top10=0.4375 init_gold_top100=0.4434 +step=131800 micro_steps=131800 elapsed=33.6s lr=3.000000e-04 loss=2.6797 loss_recon=2.6797 loss_meanflow=0.0000 mean_model_t=0.5101 mean_corrupt_t=0.5101 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6030 corrupt_frac=1.0000 acc_corrupt=0.6030 loss_corrupt=2.6797 wrong_frac=0.4897 init_acc_corrupt=0.4777 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3936 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=555.0479 out_g_norm=0.0152 loss_all=2.7897 init_gold_top10=0.5112 init_gold_top100=0.5164 +step=131900 micro_steps=131900 elapsed=33.6s lr=3.000000e-04 loss=2.7984 loss_recon=2.7984 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5870 corrupt_frac=1.0000 acc_corrupt=0.5870 loss_corrupt=2.7984 wrong_frac=0.5043 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9602 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=555.2305 out_g_norm=0.0152 loss_all=1.9838 init_gold_top10=0.5778 init_gold_top100=0.5810 +step=132000 micro_steps=132000 elapsed=33.1s lr=3.000000e-04 loss=2.7773 loss_recon=2.7773 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5907 corrupt_frac=1.0000 acc_corrupt=0.5907 loss_corrupt=2.7773 wrong_frac=0.4975 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3787 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.2064 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=555.4163 out_g_norm=0.0156 loss_all=3.0098 init_gold_top10=0.4658 init_gold_top100=0.4711 +step=132100 micro_steps=132100 elapsed=34.8s lr=3.000000e-04 loss=2.7433 loss_recon=2.7433 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5924 corrupt_frac=1.0000 acc_corrupt=0.5924 loss_corrupt=2.7433 wrong_frac=0.4998 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3911 corrupt_frac_t_0p2_0p4=0.2074 acc_corrupt_t_0p4_0p6=0.6624 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=555.6084 out_g_norm=0.0151 loss_all=2.7021 init_gold_top10=0.5136 init_gold_top100=0.5184 +step=132200 micro_steps=132200 elapsed=33.2s lr=3.000000e-04 loss=2.7503 loss_recon=2.7503 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5937 corrupt_frac=1.0000 acc_corrupt=0.5937 loss_corrupt=2.7503 wrong_frac=0.4985 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6649 corrupt_frac_t_0p4_0p6=0.2113 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1893 out_w_norm=555.8033 out_g_norm=0.0150 loss_all=3.2172 init_gold_top10=0.4110 init_gold_top100=0.4187 +step=132300 micro_steps=132300 elapsed=33.7s lr=3.000000e-04 loss=2.8124 loss_recon=2.8124 loss_meanflow=0.0000 mean_model_t=0.4932 mean_corrupt_t=0.4932 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5847 corrupt_frac=1.0000 acc_corrupt=0.5847 loss_corrupt=2.8124 wrong_frac=0.5069 init_acc_corrupt=0.4573 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3819 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1948 out_w_norm=555.9963 out_g_norm=0.0152 loss_all=2.2378 init_gold_top10=0.5557 init_gold_top100=0.5611 +step=132400 micro_steps=132400 elapsed=33.1s lr=3.000000e-04 loss=2.7469 loss_recon=2.7469 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5925 corrupt_frac=1.0000 acc_corrupt=0.5925 loss_corrupt=2.7469 wrong_frac=0.4997 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6658 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=556.1803 out_g_norm=0.0153 loss_all=2.2275 init_gold_top10=0.5600 init_gold_top100=0.5645 +step=132500 micro_steps=132500 elapsed=33.2s lr=3.000000e-04 loss=2.8055 loss_recon=2.8055 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5857 corrupt_frac=1.0000 acc_corrupt=0.5857 loss_corrupt=2.8055 wrong_frac=0.5045 init_acc_corrupt=0.4595 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3768 corrupt_frac_t_0p2_0p4=0.2119 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1897 out_w_norm=556.3737 out_g_norm=0.0153 loss_all=2.9681 init_gold_top10=0.4282 init_gold_top100=0.4351 +step=132600 micro_steps=132600 elapsed=33.2s lr=3.000000e-04 loss=2.7986 loss_recon=2.7986 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.7986 wrong_frac=0.5031 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.1992 acc_corrupt_t_0p4_0p6=0.6628 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=556.5621 out_g_norm=0.0156 loss_all=2.9999 init_gold_top10=0.4712 init_gold_top100=0.4787 +step=132700 micro_steps=132700 elapsed=33.1s lr=3.000000e-04 loss=2.8097 loss_recon=2.8097 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.8097 wrong_frac=0.5025 init_acc_corrupt=0.4624 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3793 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=556.7588 out_g_norm=0.0154 loss_all=2.7743 init_gold_top10=0.4850 init_gold_top100=0.4922 +step=132800 micro_steps=132800 elapsed=33.1s lr=3.000000e-04 loss=2.7546 loss_recon=2.7546 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5922 corrupt_frac=1.0000 acc_corrupt=0.5922 loss_corrupt=2.7546 wrong_frac=0.4978 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6623 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=556.9624 out_g_norm=0.0151 loss_all=2.0722 init_gold_top10=0.5539 init_gold_top100=0.5581 +step=132900 micro_steps=132900 elapsed=33.2s lr=3.000000e-04 loss=2.7334 loss_recon=2.7334 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7334 wrong_frac=0.4975 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.2144 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=557.1637 out_g_norm=0.0153 loss_all=2.9117 init_gold_top10=0.4705 init_gold_top100=0.4754 +step=133000 micro_steps=133000 elapsed=33.2s lr=3.000000e-04 loss=2.7977 loss_recon=2.7977 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5880 corrupt_frac=1.0000 acc_corrupt=0.5880 loss_corrupt=2.7977 wrong_frac=0.5007 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.0992 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3893 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8400 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=557.3558 out_g_norm=0.0153 loss_all=2.6458 init_gold_top10=0.4655 init_gold_top100=0.4702 +step=133100 micro_steps=133100 elapsed=34.7s lr=3.000000e-04 loss=2.7368 loss_recon=2.7368 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5948 corrupt_frac=1.0000 acc_corrupt=0.5948 loss_corrupt=2.7368 wrong_frac=0.4970 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3902 corrupt_frac_t_0p2_0p4=0.1989 acc_corrupt_t_0p4_0p6=0.6633 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=557.5489 out_g_norm=0.0151 loss_all=3.0909 init_gold_top10=0.4662 init_gold_top100=0.4739 +step=133200 micro_steps=133200 elapsed=33.5s lr=3.000000e-04 loss=2.7302 loss_recon=2.7302 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5962 corrupt_frac=1.0000 acc_corrupt=0.5962 loss_corrupt=2.7302 wrong_frac=0.4943 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2058 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=557.7411 out_g_norm=0.0154 loss_all=2.6168 init_gold_top10=0.5211 init_gold_top100=0.5272 +step=133300 micro_steps=133300 elapsed=33.4s lr=3.000000e-04 loss=2.7352 loss_recon=2.7352 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7352 wrong_frac=0.4961 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3852 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=557.9388 out_g_norm=0.0154 loss_all=2.1459 init_gold_top10=0.5585 init_gold_top100=0.5631 +step=133400 micro_steps=133400 elapsed=33.4s lr=3.000000e-04 loss=2.8145 loss_recon=2.8145 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5841 corrupt_frac=1.0000 acc_corrupt=0.5841 loss_corrupt=2.8145 wrong_frac=0.5052 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2086 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6631 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=558.1237 out_g_norm=0.0149 loss_all=3.2625 init_gold_top10=0.4575 init_gold_top100=0.4617 +step=133500 micro_steps=133500 elapsed=33.3s lr=3.000000e-04 loss=2.7843 loss_recon=2.7843 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5894 corrupt_frac=1.0000 acc_corrupt=0.5894 loss_corrupt=2.7843 wrong_frac=0.5051 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.1072 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.1869 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2194 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1884 out_w_norm=558.3100 out_g_norm=0.0152 loss_all=2.9801 init_gold_top10=0.4521 init_gold_top100=0.4583 +step=133600 micro_steps=133600 elapsed=33.3s lr=3.000000e-04 loss=2.7328 loss_recon=2.7328 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5964 corrupt_frac=1.0000 acc_corrupt=0.5964 loss_corrupt=2.7328 wrong_frac=0.4960 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2083 out_w_norm=558.5056 out_g_norm=0.0154 loss_all=2.9905 init_gold_top10=0.4590 init_gold_top100=0.4670 +step=133700 micro_steps=133700 elapsed=33.3s lr=3.000000e-04 loss=2.8251 loss_recon=2.8251 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5835 corrupt_frac=1.0000 acc_corrupt=0.5835 loss_corrupt=2.8251 wrong_frac=0.5057 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.3814 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2014 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=558.6974 out_g_norm=0.0153 loss_all=2.1634 init_gold_top10=0.5779 init_gold_top100=0.5828 +step=133800 micro_steps=133800 elapsed=33.3s lr=3.000000e-04 loss=2.8414 loss_recon=2.8414 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5823 corrupt_frac=1.0000 acc_corrupt=0.5823 loss_corrupt=2.8414 wrong_frac=0.5081 init_acc_corrupt=0.4571 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.2077 acc_corrupt_t_0p2_0p4=0.3806 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2131 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.1866 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=558.8899 out_g_norm=0.0161 loss_all=3.5210 init_gold_top10=0.4089 init_gold_top100=0.4157 +step=133900 micro_steps=133900 elapsed=33.3s lr=3.000000e-04 loss=2.7845 loss_recon=2.7845 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7845 wrong_frac=0.4986 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3825 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6634 corrupt_frac_t_0p4_0p6=0.1878 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=559.0816 out_g_norm=0.0154 loss_all=2.7586 init_gold_top10=0.5154 init_gold_top100=0.5198 +step=134000 micro_steps=134000 elapsed=33.5s lr=3.000000e-04 loss=2.7181 loss_recon=2.7181 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5970 corrupt_frac=1.0000 acc_corrupt=0.5970 loss_corrupt=2.7181 wrong_frac=0.4941 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=559.2816 out_g_norm=0.0153 loss_all=2.9998 init_gold_top10=0.4438 init_gold_top100=0.4500 +step=134100 micro_steps=134100 elapsed=34.7s lr=3.000000e-04 loss=2.7536 loss_recon=2.7536 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5916 corrupt_frac=1.0000 acc_corrupt=0.5916 loss_corrupt=2.7536 wrong_frac=0.5002 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3900 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=559.4847 out_g_norm=0.0151 loss_all=2.4152 init_gold_top10=0.5505 init_gold_top100=0.5549 +step=134200 micro_steps=134200 elapsed=33.3s lr=3.000000e-04 loss=2.7749 loss_recon=2.7749 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5893 corrupt_frac=1.0000 acc_corrupt=0.5893 loss_corrupt=2.7749 wrong_frac=0.5016 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3944 corrupt_frac_t_0p2_0p4=0.2119 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=559.6825 out_g_norm=0.0151 loss_all=2.4507 init_gold_top10=0.5347 init_gold_top100=0.5384 +step=134300 micro_steps=134300 elapsed=33.3s lr=3.000000e-04 loss=2.7942 loss_recon=2.7942 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5882 corrupt_frac=1.0000 acc_corrupt=0.5882 loss_corrupt=2.7942 wrong_frac=0.5003 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3768 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=559.8725 out_g_norm=0.0156 loss_all=2.5671 init_gold_top10=0.5193 init_gold_top100=0.5247 +step=134400 micro_steps=134400 elapsed=33.3s lr=3.000000e-04 loss=2.7760 loss_recon=2.7760 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7760 wrong_frac=0.5020 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.2001 acc_corrupt_t_0p2_0p4=0.3815 corrupt_frac_t_0p2_0p4=0.2030 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.2150 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1878 out_w_norm=560.0695 out_g_norm=0.0153 loss_all=2.4249 init_gold_top10=0.5395 init_gold_top100=0.5455 +step=134500 micro_steps=134500 elapsed=33.3s lr=3.000000e-04 loss=2.7464 loss_recon=2.7464 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7464 wrong_frac=0.4963 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.1967 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6634 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=560.2552 out_g_norm=0.0149 loss_all=2.7376 init_gold_top10=0.5004 init_gold_top100=0.5040 +step=134600 micro_steps=134600 elapsed=33.4s lr=3.000000e-04 loss=2.6953 loss_recon=2.6953 loss_meanflow=0.0000 mean_model_t=0.5087 mean_corrupt_t=0.5087 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6003 corrupt_frac=1.0000 acc_corrupt=0.6003 loss_corrupt=2.6953 wrong_frac=0.4915 init_acc_corrupt=0.4761 acc_corrupt_t_0p0_0p2=0.0975 corrupt_frac_t_0p0_0p2=0.1869 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=560.4475 out_g_norm=0.0151 loss_all=2.9941 init_gold_top10=0.4575 init_gold_top100=0.4643 +step=134700 micro_steps=134700 elapsed=33.3s lr=3.000000e-04 loss=2.7820 loss_recon=2.7820 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5901 corrupt_frac=1.0000 acc_corrupt=0.5901 loss_corrupt=2.7820 wrong_frac=0.5013 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3843 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.2112 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1897 out_w_norm=560.6424 out_g_norm=0.0150 loss_all=3.1214 init_gold_top10=0.4549 init_gold_top100=0.4628 +step=134800 micro_steps=134800 elapsed=33.4s lr=3.000000e-04 loss=2.7215 loss_recon=2.7215 loss_meanflow=0.0000 mean_model_t=0.5059 mean_corrupt_t=0.5059 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5975 corrupt_frac=1.0000 acc_corrupt=0.5975 loss_corrupt=2.7215 wrong_frac=0.4940 init_acc_corrupt=0.4724 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=560.8344 out_g_norm=0.0150 loss_all=2.8163 init_gold_top10=0.4880 init_gold_top100=0.4947 +step=134900 micro_steps=134900 elapsed=33.3s lr=3.000000e-04 loss=2.7079 loss_recon=2.7079 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5988 corrupt_frac=1.0000 acc_corrupt=0.5988 loss_corrupt=2.7079 wrong_frac=0.4975 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3999 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8481 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=561.0305 out_g_norm=0.0153 loss_all=2.7797 init_gold_top10=0.5003 init_gold_top100=0.5062 +step=135000 micro_steps=135000 elapsed=33.4s lr=3.000000e-04 loss=2.7755 loss_recon=2.7755 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5913 corrupt_frac=1.0000 acc_corrupt=0.5913 loss_corrupt=2.7755 wrong_frac=0.4963 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3811 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6664 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.1831 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2184 out_w_norm=561.2238 out_g_norm=0.0150 loss_all=2.5219 init_gold_top10=0.5320 init_gold_top100=0.5363 +step=135100 micro_steps=135100 elapsed=34.6s lr=3.000000e-04 loss=2.6862 loss_recon=2.6862 loss_meanflow=0.0000 mean_model_t=0.5097 mean_corrupt_t=0.5097 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6027 corrupt_frac=1.0000 acc_corrupt=0.6027 loss_corrupt=2.6862 wrong_frac=0.4905 init_acc_corrupt=0.4773 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3950 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2159 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=561.4128 out_g_norm=0.0152 loss_all=2.5606 init_gold_top10=0.5048 init_gold_top100=0.5097 +step=135200 micro_steps=135200 elapsed=33.4s lr=3.000000e-04 loss=2.7804 loss_recon=2.7804 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5894 corrupt_frac=1.0000 acc_corrupt=0.5894 loss_corrupt=2.7804 wrong_frac=0.5019 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2093 acc_corrupt_t_0p2_0p4=0.3943 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=561.5982 out_g_norm=0.0155 loss_all=2.8892 init_gold_top10=0.4528 init_gold_top100=0.4571 +step=135300 micro_steps=135300 elapsed=33.3s lr=3.000000e-04 loss=2.8404 loss_recon=2.8404 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5827 corrupt_frac=1.0000 acc_corrupt=0.5827 loss_corrupt=2.8404 wrong_frac=0.5068 init_acc_corrupt=0.4576 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3869 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6633 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.2027 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=561.7882 out_g_norm=0.0149 loss_all=3.2763 init_gold_top10=0.4159 init_gold_top100=0.4227 +step=135400 micro_steps=135400 elapsed=33.4s lr=3.000000e-04 loss=2.7545 loss_recon=2.7545 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5931 corrupt_frac=1.0000 acc_corrupt=0.5931 loss_corrupt=2.7545 wrong_frac=0.4961 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3898 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6621 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=561.9776 out_g_norm=0.0150 loss_all=2.9526 init_gold_top10=0.4967 init_gold_top100=0.5038 +step=135500 micro_steps=135500 elapsed=33.3s lr=3.000000e-04 loss=2.8246 loss_recon=2.8246 loss_meanflow=0.0000 mean_model_t=0.4935 mean_corrupt_t=0.4935 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5838 corrupt_frac=1.0000 acc_corrupt=0.5838 loss_corrupt=2.8246 wrong_frac=0.5063 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3864 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6661 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=562.1669 out_g_norm=0.0154 loss_all=3.1902 init_gold_top10=0.4641 init_gold_top100=0.4698 +step=135600 micro_steps=135600 elapsed=33.2s lr=3.000000e-04 loss=2.7712 loss_recon=2.7712 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7712 wrong_frac=0.4994 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3807 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.1929 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=562.3577 out_g_norm=0.0152 loss_all=2.6128 init_gold_top10=0.5095 init_gold_top100=0.5139 +step=135700 micro_steps=135700 elapsed=33.4s lr=3.000000e-04 loss=2.7512 loss_recon=2.7512 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5935 corrupt_frac=1.0000 acc_corrupt=0.5935 loss_corrupt=2.7512 wrong_frac=0.4977 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3825 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=562.5575 out_g_norm=0.0149 loss_all=2.7739 init_gold_top10=0.4687 init_gold_top100=0.4762 +step=135800 micro_steps=135800 elapsed=33.2s lr=3.000000e-04 loss=2.8140 loss_recon=2.8140 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5851 corrupt_frac=1.0000 acc_corrupt=0.5851 loss_corrupt=2.8140 wrong_frac=0.5058 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1853 out_w_norm=562.7477 out_g_norm=0.0153 loss_all=2.4525 init_gold_top10=0.5413 init_gold_top100=0.5443 +step=135900 micro_steps=135900 elapsed=33.3s lr=3.000000e-04 loss=2.7825 loss_recon=2.7825 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5889 corrupt_frac=1.0000 acc_corrupt=0.5889 loss_corrupt=2.7825 wrong_frac=0.5032 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3911 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=562.9395 out_g_norm=0.0152 loss_all=2.7443 init_gold_top10=0.5123 init_gold_top100=0.5199 +step=136000 micro_steps=136000 elapsed=33.2s lr=3.000000e-04 loss=2.7753 loss_recon=2.7753 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7753 wrong_frac=0.4978 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3811 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2109 out_w_norm=563.1254 out_g_norm=0.0152 loss_all=2.8578 init_gold_top10=0.4969 init_gold_top100=0.5021 +step=136100 micro_steps=136100 elapsed=34.8s lr=3.000000e-04 loss=2.7756 loss_recon=2.7756 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7756 wrong_frac=0.4995 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3850 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6655 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=563.3132 out_g_norm=0.0149 loss_all=2.6747 init_gold_top10=0.4943 init_gold_top100=0.4988 +step=136200 micro_steps=136200 elapsed=33.2s lr=3.000000e-04 loss=2.7262 loss_recon=2.7262 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5959 corrupt_frac=1.0000 acc_corrupt=0.5959 loss_corrupt=2.7262 wrong_frac=0.4986 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3917 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=563.5064 out_g_norm=0.0150 loss_all=2.8991 init_gold_top10=0.5101 init_gold_top100=0.5159 +step=136300 micro_steps=136300 elapsed=33.3s lr=3.000000e-04 loss=2.8222 loss_recon=2.8222 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5845 corrupt_frac=1.0000 acc_corrupt=0.5845 loss_corrupt=2.8222 wrong_frac=0.5037 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3813 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.6608 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8420 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=563.6986 out_g_norm=0.0149 loss_all=2.8591 init_gold_top10=0.4668 init_gold_top100=0.4735 +step=136400 micro_steps=136400 elapsed=33.3s lr=3.000000e-04 loss=2.7645 loss_recon=2.7645 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7645 wrong_frac=0.5025 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.0968 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3975 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=563.8951 out_g_norm=0.0149 loss_all=3.2094 init_gold_top10=0.4611 init_gold_top100=0.4675 +step=136500 micro_steps=136500 elapsed=33.3s lr=3.000000e-04 loss=2.7658 loss_recon=2.7658 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5919 corrupt_frac=1.0000 acc_corrupt=0.5919 loss_corrupt=2.7658 wrong_frac=0.4975 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3830 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6624 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=564.0757 out_g_norm=0.0149 loss_all=2.7588 init_gold_top10=0.5070 init_gold_top100=0.5115 +step=136600 micro_steps=136600 elapsed=33.3s lr=3.000000e-04 loss=2.7518 loss_recon=2.7518 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5935 corrupt_frac=1.0000 acc_corrupt=0.5935 loss_corrupt=2.7518 wrong_frac=0.4963 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3880 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6629 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2134 out_w_norm=564.2565 out_g_norm=0.0163 loss_all=2.9599 init_gold_top10=0.4631 init_gold_top100=0.4691 +step=136700 micro_steps=136700 elapsed=33.3s lr=3.000000e-04 loss=2.8189 loss_recon=2.8189 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5847 corrupt_frac=1.0000 acc_corrupt=0.5847 loss_corrupt=2.8189 wrong_frac=0.5027 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3725 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=564.4487 out_g_norm=0.0151 loss_all=2.9162 init_gold_top10=0.4737 init_gold_top100=0.4789 +step=136800 micro_steps=136800 elapsed=33.4s lr=3.000000e-04 loss=2.7056 loss_recon=2.7056 loss_meanflow=0.0000 mean_model_t=0.5078 mean_corrupt_t=0.5078 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5998 corrupt_frac=1.0000 acc_corrupt=0.5998 loss_corrupt=2.7056 wrong_frac=0.4920 init_acc_corrupt=0.4744 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3846 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6715 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=564.6425 out_g_norm=0.0153 loss_all=3.1158 init_gold_top10=0.4344 init_gold_top100=0.4409 +step=136900 micro_steps=136900 elapsed=33.4s lr=3.000000e-04 loss=2.8613 loss_recon=2.8613 loss_meanflow=0.0000 mean_model_t=0.4915 mean_corrupt_t=0.4915 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5786 corrupt_frac=1.0000 acc_corrupt=0.5786 loss_corrupt=2.8613 wrong_frac=0.5083 init_acc_corrupt=0.4556 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.3789 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6611 corrupt_frac_t_0p4_0p6=0.1891 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=564.8173 out_g_norm=0.0152 loss_all=3.2282 init_gold_top10=0.4468 init_gold_top100=0.4544 +step=137000 micro_steps=137000 elapsed=33.3s lr=3.000000e-04 loss=2.8085 loss_recon=2.8085 loss_meanflow=0.0000 mean_model_t=0.4931 mean_corrupt_t=0.4931 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5856 corrupt_frac=1.0000 acc_corrupt=0.5856 loss_corrupt=2.8085 wrong_frac=0.5068 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3880 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.2086 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=565.0020 out_g_norm=0.0149 loss_all=2.3000 init_gold_top10=0.5631 init_gold_top100=0.5670 +step=137100 micro_steps=137100 elapsed=34.7s lr=3.000000e-04 loss=2.7926 loss_recon=2.7926 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.7926 wrong_frac=0.5038 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3842 corrupt_frac_t_0p2_0p4=0.2128 acc_corrupt_t_0p4_0p6=0.6679 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=565.1892 out_g_norm=0.0150 loss_all=2.4884 init_gold_top10=0.5407 init_gold_top100=0.5470 +step=137200 micro_steps=137200 elapsed=33.3s lr=3.000000e-04 loss=2.7215 loss_recon=2.7215 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5964 corrupt_frac=1.0000 acc_corrupt=0.5964 loss_corrupt=2.7215 wrong_frac=0.4977 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3906 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.2153 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.1989 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=565.3911 out_g_norm=0.0149 loss_all=2.6400 init_gold_top10=0.5162 init_gold_top100=0.5209 +step=137300 micro_steps=137300 elapsed=33.3s lr=3.000000e-04 loss=2.7599 loss_recon=2.7599 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5930 corrupt_frac=1.0000 acc_corrupt=0.5930 loss_corrupt=2.7599 wrong_frac=0.4991 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.1999 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=565.5798 out_g_norm=0.0151 loss_all=2.7235 init_gold_top10=0.4910 init_gold_top100=0.4962 +step=137400 micro_steps=137400 elapsed=33.2s lr=3.000000e-04 loss=2.7743 loss_recon=2.7743 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5901 corrupt_frac=1.0000 acc_corrupt=0.5901 loss_corrupt=2.7743 wrong_frac=0.5007 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2036 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6676 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=565.7648 out_g_norm=0.0151 loss_all=3.0276 init_gold_top10=0.4680 init_gold_top100=0.4750 +step=137500 micro_steps=137500 elapsed=33.4s lr=3.000000e-04 loss=2.8296 loss_recon=2.8296 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5838 corrupt_frac=1.0000 acc_corrupt=0.5838 loss_corrupt=2.8296 wrong_frac=0.5041 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2116 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6611 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=565.9555 out_g_norm=0.0149 loss_all=3.0654 init_gold_top10=0.4777 init_gold_top100=0.4875 +step=137600 micro_steps=137600 elapsed=33.3s lr=3.000000e-04 loss=2.6906 loss_recon=2.6906 loss_meanflow=0.0000 mean_model_t=0.5069 mean_corrupt_t=0.5069 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5997 corrupt_frac=1.0000 acc_corrupt=0.5997 loss_corrupt=2.6906 wrong_frac=0.4932 init_acc_corrupt=0.4725 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1809 acc_corrupt_t_0p2_0p4=0.3833 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=566.1507 out_g_norm=0.0152 loss_all=3.3040 init_gold_top10=0.4048 init_gold_top100=0.4108 +step=137700 micro_steps=137700 elapsed=33.3s lr=3.000000e-04 loss=2.7322 loss_recon=2.7322 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5965 corrupt_frac=1.0000 acc_corrupt=0.5965 loss_corrupt=2.7322 wrong_frac=0.4942 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6646 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=566.3383 out_g_norm=0.0150 loss_all=3.2608 init_gold_top10=0.4445 init_gold_top100=0.4532 +step=137800 micro_steps=137800 elapsed=33.4s lr=3.000000e-04 loss=2.7729 loss_recon=2.7729 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7729 wrong_frac=0.5008 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6685 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=566.5297 out_g_norm=0.0151 loss_all=2.7094 init_gold_top10=0.4815 init_gold_top100=0.4853 +step=137900 micro_steps=137900 elapsed=33.4s lr=3.000000e-04 loss=2.7861 loss_recon=2.7861 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5884 corrupt_frac=1.0000 acc_corrupt=0.5884 loss_corrupt=2.7861 wrong_frac=0.5027 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6634 corrupt_frac_t_0p4_0p6=0.2080 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=566.7212 out_g_norm=0.0148 loss_all=2.4391 init_gold_top10=0.5045 init_gold_top100=0.5080 +step=138000 micro_steps=138000 elapsed=33.3s lr=3.000000e-04 loss=2.7104 loss_recon=2.7104 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5989 corrupt_frac=1.0000 acc_corrupt=0.5989 loss_corrupt=2.7104 wrong_frac=0.4945 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3976 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=566.9184 out_g_norm=0.0152 loss_all=2.2109 init_gold_top10=0.5456 init_gold_top100=0.5476 +step=138100 micro_steps=138100 elapsed=34.7s lr=3.000000e-04 loss=2.7738 loss_recon=2.7738 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5901 corrupt_frac=1.0000 acc_corrupt=0.5901 loss_corrupt=2.7738 wrong_frac=0.5001 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3818 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6661 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=567.1007 out_g_norm=0.0149 loss_all=2.0864 init_gold_top10=0.5817 init_gold_top100=0.5861 +step=138200 micro_steps=138200 elapsed=33.5s lr=3.000000e-04 loss=2.8039 loss_recon=2.8039 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.8039 wrong_frac=0.5030 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3810 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=567.2887 out_g_norm=0.0151 loss_all=2.3359 init_gold_top10=0.5807 init_gold_top100=0.5847 +step=138300 micro_steps=138300 elapsed=33.3s lr=3.000000e-04 loss=2.8461 loss_recon=2.8461 loss_meanflow=0.0000 mean_model_t=0.4941 mean_corrupt_t=0.4941 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5818 corrupt_frac=1.0000 acc_corrupt=0.5818 loss_corrupt=2.8461 wrong_frac=0.5063 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.2099 acc_corrupt_t_0p4_0p6=0.6588 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=567.4833 out_g_norm=0.0148 loss_all=2.7893 init_gold_top10=0.4806 init_gold_top100=0.4843 +step=138400 micro_steps=138400 elapsed=33.3s lr=3.000000e-04 loss=2.7099 loss_recon=2.7099 loss_meanflow=0.0000 mean_model_t=0.5098 mean_corrupt_t=0.5098 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5999 corrupt_frac=1.0000 acc_corrupt=0.5999 loss_corrupt=2.7099 wrong_frac=0.4904 init_acc_corrupt=0.4762 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3815 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.1897 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2150 out_w_norm=567.6706 out_g_norm=0.0148 loss_all=2.8631 init_gold_top10=0.4913 init_gold_top100=0.4997 +step=138500 micro_steps=138500 elapsed=33.3s lr=3.000000e-04 loss=2.8002 loss_recon=2.8002 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5878 corrupt_frac=1.0000 acc_corrupt=0.5878 loss_corrupt=2.8002 wrong_frac=0.5024 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.1884 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=567.8680 out_g_norm=0.0152 loss_all=3.0254 init_gold_top10=0.4551 init_gold_top100=0.4615 +step=138600 micro_steps=138600 elapsed=33.3s lr=3.000000e-04 loss=2.7519 loss_recon=2.7519 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7519 wrong_frac=0.4960 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1066 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3820 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8374 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=568.0351 out_g_norm=0.0151 loss_all=2.3161 init_gold_top10=0.5302 init_gold_top100=0.5351 +step=138700 micro_steps=138700 elapsed=33.3s lr=3.000000e-04 loss=2.8970 loss_recon=2.8970 loss_meanflow=0.0000 mean_model_t=0.4850 mean_corrupt_t=0.4850 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5741 corrupt_frac=1.0000 acc_corrupt=0.5741 loss_corrupt=2.8970 wrong_frac=0.5149 init_acc_corrupt=0.4479 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2153 acc_corrupt_t_0p2_0p4=0.3887 corrupt_frac_t_0p2_0p4=0.2134 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1844 out_w_norm=568.2166 out_g_norm=0.0151 loss_all=2.4046 init_gold_top10=0.5007 init_gold_top100=0.5054 +step=138800 micro_steps=138800 elapsed=33.2s lr=3.000000e-04 loss=2.8268 loss_recon=2.8268 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5842 corrupt_frac=1.0000 acc_corrupt=0.5842 loss_corrupt=2.8268 wrong_frac=0.5054 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6634 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=568.4009 out_g_norm=0.0151 loss_all=3.1526 init_gold_top10=0.4569 init_gold_top100=0.4635 +step=138900 micro_steps=138900 elapsed=33.2s lr=3.000000e-04 loss=2.7955 loss_recon=2.7955 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.7955 wrong_frac=0.5038 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3929 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6607 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=568.5870 out_g_norm=0.0153 loss_all=2.7330 init_gold_top10=0.4919 init_gold_top100=0.4985 +step=139000 micro_steps=139000 elapsed=33.1s lr=3.000000e-04 loss=2.7832 loss_recon=2.7832 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5913 corrupt_frac=1.0000 acc_corrupt=0.5913 loss_corrupt=2.7832 wrong_frac=0.4980 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3769 corrupt_frac_t_0p2_0p4=0.1862 acc_corrupt_t_0p4_0p6=0.6628 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=568.7716 out_g_norm=0.0147 loss_all=3.7709 init_gold_top10=0.4105 init_gold_top100=0.4218 +step=139100 micro_steps=139100 elapsed=34.5s lr=3.000000e-04 loss=2.7675 loss_recon=2.7675 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5919 corrupt_frac=1.0000 acc_corrupt=0.5919 loss_corrupt=2.7675 wrong_frac=0.4993 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3895 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6640 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=568.9512 out_g_norm=0.0149 loss_all=2.7804 init_gold_top10=0.5154 init_gold_top100=0.5226 +step=139200 micro_steps=139200 elapsed=33.1s lr=3.000000e-04 loss=2.6880 loss_recon=2.6880 loss_meanflow=0.0000 mean_model_t=0.5079 mean_corrupt_t=0.5079 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6008 corrupt_frac=1.0000 acc_corrupt=0.6008 loss_corrupt=2.6880 wrong_frac=0.4921 init_acc_corrupt=0.4741 acc_corrupt_t_0p0_0p2=0.1083 corrupt_frac_t_0p0_0p2=0.1856 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6685 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=569.1445 out_g_norm=0.0151 loss_all=2.4888 init_gold_top10=0.5256 init_gold_top100=0.5295 +step=139300 micro_steps=139300 elapsed=33.2s lr=3.000000e-04 loss=2.7404 loss_recon=2.7404 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5951 corrupt_frac=1.0000 acc_corrupt=0.5951 loss_corrupt=2.7404 wrong_frac=0.4968 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3807 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2097 out_w_norm=569.3326 out_g_norm=0.0150 loss_all=2.6048 init_gold_top10=0.5042 init_gold_top100=0.5088 +step=139400 micro_steps=139400 elapsed=33.2s lr=3.000000e-04 loss=2.7551 loss_recon=2.7551 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5925 corrupt_frac=1.0000 acc_corrupt=0.5925 loss_corrupt=2.7551 wrong_frac=0.4992 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3794 corrupt_frac_t_0p2_0p4=0.2125 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=569.5182 out_g_norm=0.0147 loss_all=3.1019 init_gold_top10=0.4410 init_gold_top100=0.4493 +step=139500 micro_steps=139500 elapsed=33.1s lr=3.000000e-04 loss=2.8514 loss_recon=2.8514 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5825 corrupt_frac=1.0000 acc_corrupt=0.5825 loss_corrupt=2.8514 wrong_frac=0.5053 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.2137 acc_corrupt_t_0p2_0p4=0.3857 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6608 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1843 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=569.7136 out_g_norm=0.0147 loss_all=2.8446 init_gold_top10=0.4938 init_gold_top100=0.4985 +step=139600 micro_steps=139600 elapsed=33.3s lr=3.000000e-04 loss=2.7342 loss_recon=2.7342 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5961 corrupt_frac=1.0000 acc_corrupt=0.5961 loss_corrupt=2.7342 wrong_frac=0.4959 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3898 corrupt_frac_t_0p2_0p4=0.1967 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2128 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=569.9009 out_g_norm=0.0147 loss_all=2.7923 init_gold_top10=0.4972 init_gold_top100=0.5032 +step=139700 micro_steps=139700 elapsed=33.2s lr=3.000000e-04 loss=2.7759 loss_recon=2.7759 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7759 wrong_frac=0.5012 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3939 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6732 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=570.0817 out_g_norm=0.0149 loss_all=3.2741 init_gold_top10=0.4359 init_gold_top100=0.4426 +step=139800 micro_steps=139800 elapsed=33.3s lr=3.000000e-04 loss=2.8578 loss_recon=2.8578 loss_meanflow=0.0000 mean_model_t=0.4887 mean_corrupt_t=0.4887 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5799 corrupt_frac=1.0000 acc_corrupt=0.5799 loss_corrupt=2.8578 wrong_frac=0.5114 init_acc_corrupt=0.4533 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3798 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1888 out_w_norm=570.2642 out_g_norm=0.0150 loss_all=2.3455 init_gold_top10=0.5341 init_gold_top100=0.5379 +step=139900 micro_steps=139900 elapsed=33.3s lr=3.000000e-04 loss=2.7389 loss_recon=2.7389 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5940 corrupt_frac=1.0000 acc_corrupt=0.5940 loss_corrupt=2.7389 wrong_frac=0.4977 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.1875 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=570.4405 out_g_norm=0.0147 loss_all=2.3085 init_gold_top10=0.5678 init_gold_top100=0.5728 +step=140000 micro_steps=140000 elapsed=33.5s lr=3.000000e-04 loss=2.7208 loss_recon=2.7208 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5981 corrupt_frac=1.0000 acc_corrupt=0.5981 loss_corrupt=2.7208 wrong_frac=0.4931 init_acc_corrupt=0.4734 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3779 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.2156 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=570.6271 out_g_norm=0.0149 loss_all=3.1078 init_gold_top10=0.4592 init_gold_top100=0.4650 +step=140100 micro_steps=140100 elapsed=37.6s lr=3.000000e-04 loss=2.7379 loss_recon=2.7379 loss_meanflow=0.0000 mean_model_t=0.5076 mean_corrupt_t=0.5076 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5961 corrupt_frac=1.0000 acc_corrupt=0.5961 loss_corrupt=2.7379 wrong_frac=0.4927 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3774 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6627 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2125 out_w_norm=570.8154 out_g_norm=0.0150 loss_all=2.8829 init_gold_top10=0.4978 init_gold_top100=0.5049 +step=140200 micro_steps=140200 elapsed=53.2s lr=3.000000e-04 loss=2.7105 loss_recon=2.7105 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5981 corrupt_frac=1.0000 acc_corrupt=0.5981 loss_corrupt=2.7105 wrong_frac=0.4960 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1080 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3965 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=571.0020 out_g_norm=0.0147 loss_all=2.6072 init_gold_top10=0.5078 init_gold_top100=0.5131 +step=140300 micro_steps=140300 elapsed=53.3s lr=3.000000e-04 loss=2.8204 loss_recon=2.8204 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5828 corrupt_frac=1.0000 acc_corrupt=0.5828 loss_corrupt=2.8204 wrong_frac=0.5083 init_acc_corrupt=0.4563 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.2147 acc_corrupt_t_0p4_0p6=0.6664 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=571.1920 out_g_norm=0.0149 loss_all=3.4728 init_gold_top10=0.4308 init_gold_top100=0.4379 +step=140400 micro_steps=140400 elapsed=53.4s lr=3.000000e-04 loss=2.7382 loss_recon=2.7382 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7382 wrong_frac=0.4961 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.2039 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=571.3873 out_g_norm=0.0151 loss_all=2.4664 init_gold_top10=0.5340 init_gold_top100=0.5390 +step=140500 micro_steps=140500 elapsed=53.3s lr=3.000000e-04 loss=2.8415 loss_recon=2.8415 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5832 corrupt_frac=1.0000 acc_corrupt=0.5832 loss_corrupt=2.8415 wrong_frac=0.5057 init_acc_corrupt=0.4589 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2206 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=571.5760 out_g_norm=0.0147 loss_all=2.6161 init_gold_top10=0.5283 init_gold_top100=0.5346 +step=140600 micro_steps=140600 elapsed=53.3s lr=3.000000e-04 loss=2.7811 loss_recon=2.7811 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7811 wrong_frac=0.5043 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.1080 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3999 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6600 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=571.7672 out_g_norm=0.0146 loss_all=3.2540 init_gold_top10=0.4373 init_gold_top100=0.4445 +step=140700 micro_steps=140700 elapsed=53.2s lr=3.000000e-04 loss=2.7865 loss_recon=2.7865 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.7865 wrong_frac=0.5031 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.2219 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=571.9517 out_g_norm=0.0148 loss_all=2.4241 init_gold_top10=0.5602 init_gold_top100=0.5671 +step=140800 micro_steps=140800 elapsed=52.3s lr=3.000000e-04 loss=2.7393 loss_recon=2.7393 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7393 wrong_frac=0.4985 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.1881 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2027 out_w_norm=572.1459 out_g_norm=0.0149 loss_all=1.8029 init_gold_top10=0.5885 init_gold_top100=0.5914 +step=140900 micro_steps=140900 elapsed=38.9s lr=3.000000e-04 loss=2.7477 loss_recon=2.7477 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5950 corrupt_frac=1.0000 acc_corrupt=0.5950 loss_corrupt=2.7477 wrong_frac=0.4963 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2112 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=572.3435 out_g_norm=0.0146 loss_all=2.7970 init_gold_top10=0.4926 init_gold_top100=0.4982 +step=141000 micro_steps=141000 elapsed=33.1s lr=3.000000e-04 loss=2.7941 loss_recon=2.7941 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.7941 wrong_frac=0.5041 init_acc_corrupt=0.4605 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.2147 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.2112 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.1862 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=572.5336 out_g_norm=0.0150 loss_all=2.3919 init_gold_top10=0.5286 init_gold_top100=0.5336 +step=141100 micro_steps=141100 elapsed=34.9s lr=3.000000e-04 loss=2.7999 loss_recon=2.7999 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.7999 wrong_frac=0.5021 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.2102 acc_corrupt_t_0p2_0p4=0.3883 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.1828 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=572.7216 out_g_norm=0.0147 loss_all=3.3965 init_gold_top10=0.4404 init_gold_top100=0.4492 +step=141200 micro_steps=141200 elapsed=33.4s lr=3.000000e-04 loss=2.8602 loss_recon=2.8602 loss_meanflow=0.0000 mean_model_t=0.4898 mean_corrupt_t=0.4898 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5791 corrupt_frac=1.0000 acc_corrupt=0.5791 loss_corrupt=2.8602 wrong_frac=0.5108 init_acc_corrupt=0.4539 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3825 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6585 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=572.9108 out_g_norm=0.0146 loss_all=2.4527 init_gold_top10=0.5192 init_gold_top100=0.5244 +step=141300 micro_steps=141300 elapsed=33.2s lr=3.000000e-04 loss=2.7883 loss_recon=2.7883 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.7883 wrong_frac=0.5039 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3818 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6649 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=573.0988 out_g_norm=0.0150 loss_all=2.9882 init_gold_top10=0.4446 init_gold_top100=0.4503 +step=141400 micro_steps=141400 elapsed=33.1s lr=3.000000e-04 loss=2.7663 loss_recon=2.7663 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7663 wrong_frac=0.5025 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3971 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=573.2786 out_g_norm=0.0149 loss_all=2.4559 init_gold_top10=0.5109 init_gold_top100=0.5158 +step=141500 micro_steps=141500 elapsed=33.2s lr=3.000000e-04 loss=2.7984 loss_recon=2.7984 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5882 corrupt_frac=1.0000 acc_corrupt=0.5882 loss_corrupt=2.7984 wrong_frac=0.5027 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3785 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6631 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=573.4608 out_g_norm=0.0147 loss_all=3.1879 init_gold_top10=0.4441 init_gold_top100=0.4514 +step=141600 micro_steps=141600 elapsed=33.1s lr=3.000000e-04 loss=2.7364 loss_recon=2.7364 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7364 wrong_frac=0.4979 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.3924 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.1995 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=573.6429 out_g_norm=0.0148 loss_all=2.5305 init_gold_top10=0.5187 init_gold_top100=0.5237 +step=141700 micro_steps=141700 elapsed=33.2s lr=3.000000e-04 loss=2.7722 loss_recon=2.7722 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5913 corrupt_frac=1.0000 acc_corrupt=0.5913 loss_corrupt=2.7722 wrong_frac=0.4982 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.0992 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3807 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=573.8323 out_g_norm=0.0145 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.2004 loss_all=2.7662 init_gold_top10=0.5151 init_gold_top100=0.5208 +step=141800 micro_steps=141800 elapsed=33.1s lr=3.000000e-04 loss=2.7844 loss_recon=2.7844 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5894 corrupt_frac=1.0000 acc_corrupt=0.5894 loss_corrupt=2.7844 wrong_frac=0.5036 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6655 corrupt_frac_t_0p4_0p6=0.2112 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=574.0109 out_g_norm=0.0145 loss_all=2.5203 init_gold_top10=0.4978 init_gold_top100=0.5042 +step=141900 micro_steps=141900 elapsed=33.2s lr=3.000000e-04 loss=2.7779 loss_recon=2.7779 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7779 wrong_frac=0.4995 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2122 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.1797 acc_corrupt_t_0p4_0p6=0.6638 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.2184 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=574.1928 out_g_norm=0.0147 loss_all=2.5855 init_gold_top10=0.5060 init_gold_top100=0.5105 +step=142000 micro_steps=142000 elapsed=33.4s lr=3.000000e-04 loss=2.7438 loss_recon=2.7438 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5925 corrupt_frac=1.0000 acc_corrupt=0.5925 loss_corrupt=2.7438 wrong_frac=0.5009 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1091 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.2169 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=574.3739 out_g_norm=0.0147 loss_all=3.4209 init_gold_top10=0.4176 init_gold_top100=0.4252 +step=142100 micro_steps=142100 elapsed=34.8s lr=3.000000e-04 loss=2.7501 loss_recon=2.7501 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7501 wrong_frac=0.4999 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.0991 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.2146 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2137 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1812 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=574.5666 out_g_norm=0.0147 loss_all=3.1200 init_gold_top10=0.4431 init_gold_top100=0.4483 +step=142200 micro_steps=142200 elapsed=33.4s lr=3.000000e-04 loss=2.7269 loss_recon=2.7269 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5967 corrupt_frac=1.0000 acc_corrupt=0.5967 loss_corrupt=2.7269 wrong_frac=0.4937 init_acc_corrupt=0.4734 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3772 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6644 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=574.7554 out_g_norm=0.0149 loss_all=2.8537 init_gold_top10=0.4901 init_gold_top100=0.4969 +step=142300 micro_steps=142300 elapsed=33.3s lr=3.000000e-04 loss=2.8110 loss_recon=2.8110 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5853 corrupt_frac=1.0000 acc_corrupt=0.5853 loss_corrupt=2.8110 wrong_frac=0.5024 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3802 corrupt_frac_t_0p2_0p4=0.2144 acc_corrupt_t_0p4_0p6=0.6676 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=574.9425 out_g_norm=0.0148 loss_all=3.0736 init_gold_top10=0.4684 init_gold_top100=0.4760 +step=142400 micro_steps=142400 elapsed=33.3s lr=3.000000e-04 loss=2.7958 loss_recon=2.7958 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.7958 wrong_frac=0.5025 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3844 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6649 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=575.1441 out_g_norm=0.0149 loss_all=2.3042 init_gold_top10=0.5512 init_gold_top100=0.5555 +step=142500 micro_steps=142500 elapsed=33.1s lr=3.000000e-04 loss=2.7368 loss_recon=2.7368 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7368 wrong_frac=0.4969 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.3914 corrupt_frac_t_0p2_0p4=0.2124 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=575.3317 out_g_norm=0.0147 loss_all=2.6747 init_gold_top10=0.5110 init_gold_top100=0.5154 +step=142600 micro_steps=142600 elapsed=33.1s lr=3.000000e-04 loss=2.7983 loss_recon=2.7983 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.7983 wrong_frac=0.5051 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3982 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=575.5269 out_g_norm=0.0147 acc_corrupt_t_0p4_0p6=0.6665 corrupt_frac_t_0p4_0p6=0.1960 loss_all=3.2651 init_gold_top10=0.4151 init_gold_top100=0.4233 +step=142700 micro_steps=142700 elapsed=33.2s lr=3.000000e-04 loss=2.7928 loss_recon=2.7928 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.7928 wrong_frac=0.5016 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3815 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=575.7092 out_g_norm=0.0144 loss_all=3.3269 init_gold_top10=0.4051 init_gold_top100=0.4096 +step=142800 micro_steps=142800 elapsed=33.2s lr=3.000000e-04 loss=2.7473 loss_recon=2.7473 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7473 wrong_frac=0.4993 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.3892 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6753 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=575.8988 out_g_norm=0.0146 loss_all=3.0070 init_gold_top10=0.4547 init_gold_top100=0.4605 +step=142900 micro_steps=142900 elapsed=33.2s lr=3.000000e-04 loss=2.7416 loss_recon=2.7416 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7416 wrong_frac=0.4985 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3925 corrupt_frac_t_0p2_0p4=0.2020 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=576.0878 out_g_norm=0.0147 loss_all=2.8765 init_gold_top10=0.4768 init_gold_top100=0.4802 +step=143000 micro_steps=143000 elapsed=33.2s lr=3.000000e-04 loss=2.7131 loss_recon=2.7131 loss_meanflow=0.0000 mean_model_t=0.5063 mean_corrupt_t=0.5063 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5984 corrupt_frac=1.0000 acc_corrupt=0.5984 loss_corrupt=2.7131 wrong_frac=0.4936 init_acc_corrupt=0.4728 acc_corrupt_t_0p0_0p2=0.0998 corrupt_frac_t_0p0_0p2=0.1803 acc_corrupt_t_0p2_0p4=0.3824 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=576.2683 out_g_norm=0.0148 loss_all=2.2383 init_gold_top10=0.4977 init_gold_top100=0.5041 +step=143100 micro_steps=143100 elapsed=34.7s lr=3.000000e-04 loss=2.8060 loss_recon=2.8060 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5881 corrupt_frac=1.0000 acc_corrupt=0.5881 loss_corrupt=2.8060 wrong_frac=0.5058 init_acc_corrupt=0.4595 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.3966 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.1926 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=576.4508 out_g_norm=0.0147 loss_all=1.5572 init_gold_top10=0.5214 init_gold_top100=0.5253 +step=143200 micro_steps=143200 elapsed=33.2s lr=3.000000e-04 loss=2.7858 loss_recon=2.7858 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5877 corrupt_frac=1.0000 acc_corrupt=0.5877 loss_corrupt=2.7858 wrong_frac=0.5059 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3850 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=576.6332 out_g_norm=0.0146 loss_all=3.5393 init_gold_top10=0.3841 init_gold_top100=0.3910 +step=143300 micro_steps=143300 elapsed=33.2s lr=3.000000e-04 loss=2.8124 loss_recon=2.8124 loss_meanflow=0.0000 mean_model_t=0.4950 mean_corrupt_t=0.4950 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5842 corrupt_frac=1.0000 acc_corrupt=0.5842 loss_corrupt=2.8124 wrong_frac=0.5049 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3899 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.1828 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=576.8233 out_g_norm=0.0154 loss_all=3.4576 init_gold_top10=0.4335 init_gold_top100=0.4405 +step=143400 micro_steps=143400 elapsed=33.2s lr=3.000000e-04 loss=2.7852 loss_recon=2.7852 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5883 corrupt_frac=1.0000 acc_corrupt=0.5883 loss_corrupt=2.7852 wrong_frac=0.5012 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3870 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=577.0158 out_g_norm=0.0148 loss_all=2.7461 init_gold_top10=0.5024 init_gold_top100=0.5067 +step=143500 micro_steps=143500 elapsed=33.3s lr=3.000000e-04 loss=2.7333 loss_recon=2.7333 loss_meanflow=0.0000 mean_model_t=0.5070 mean_corrupt_t=0.5070 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5964 corrupt_frac=1.0000 acc_corrupt=0.5964 loss_corrupt=2.7333 wrong_frac=0.4934 init_acc_corrupt=0.4718 acc_corrupt_t_0p0_0p2=0.1068 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3789 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2137 out_w_norm=577.2064 out_g_norm=0.0145 loss_all=2.5767 init_gold_top10=0.4978 init_gold_top100=0.5023 +step=143600 micro_steps=143600 elapsed=33.1s lr=3.000000e-04 loss=2.7631 loss_recon=2.7631 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5919 corrupt_frac=1.0000 acc_corrupt=0.5919 loss_corrupt=2.7631 wrong_frac=0.5007 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.2068 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=577.3802 out_g_norm=0.0148 loss_all=2.5127 init_gold_top10=0.5104 init_gold_top100=0.5138 +step=143700 micro_steps=143700 elapsed=33.1s lr=3.000000e-04 loss=2.7843 loss_recon=2.7843 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5894 corrupt_frac=1.0000 acc_corrupt=0.5894 loss_corrupt=2.7843 wrong_frac=0.5015 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3884 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2102 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=577.5595 out_g_norm=0.0148 loss_all=2.5466 init_gold_top10=0.5329 init_gold_top100=0.5373 +step=143800 micro_steps=143800 elapsed=33.2s lr=3.000000e-04 loss=2.8336 loss_recon=2.8336 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8336 wrong_frac=0.5065 init_acc_corrupt=0.4573 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3755 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=577.7458 out_g_norm=0.0148 loss_all=2.4878 init_gold_top10=0.5287 init_gold_top100=0.5320 +step=143900 micro_steps=143900 elapsed=33.2s lr=3.000000e-04 loss=2.7664 loss_recon=2.7664 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7664 wrong_frac=0.4988 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3868 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=577.9306 out_g_norm=0.0145 loss_all=3.1407 init_gold_top10=0.4550 init_gold_top100=0.4618 +step=144000 micro_steps=144000 elapsed=33.1s lr=3.000000e-04 loss=2.8207 loss_recon=2.8207 loss_meanflow=0.0000 mean_model_t=0.4903 mean_corrupt_t=0.4903 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5832 corrupt_frac=1.0000 acc_corrupt=0.5832 loss_corrupt=2.8207 wrong_frac=0.5097 init_acc_corrupt=0.4553 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3948 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.1803 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=578.1188 out_g_norm=0.0148 loss_all=2.7401 init_gold_top10=0.4721 init_gold_top100=0.4766 +step=144100 micro_steps=144100 elapsed=34.6s lr=3.000000e-04 loss=2.7744 loss_recon=2.7744 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5919 corrupt_frac=1.0000 acc_corrupt=0.5919 loss_corrupt=2.7744 wrong_frac=0.4984 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3936 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6632 corrupt_frac_t_0p4_0p6=0.1960 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=578.3077 out_g_norm=0.0150 loss_all=2.5474 init_gold_top10=0.5292 init_gold_top100=0.5354 +step=144200 micro_steps=144200 elapsed=33.2s lr=3.000000e-04 loss=2.8083 loss_recon=2.8083 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5870 corrupt_frac=1.0000 acc_corrupt=0.5870 loss_corrupt=2.8083 wrong_frac=0.5022 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3857 corrupt_frac_t_0p2_0p4=0.1948 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=578.4943 out_g_norm=0.0143 loss_all=2.5449 init_gold_top10=0.5264 init_gold_top100=0.5304 +step=144300 micro_steps=144300 elapsed=33.1s lr=3.000000e-04 loss=2.7654 loss_recon=2.7654 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7654 wrong_frac=0.4993 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2074 out_w_norm=578.6895 out_g_norm=0.0145 loss_all=2.9943 init_gold_top10=0.4570 init_gold_top100=0.4648 +step=144400 micro_steps=144400 elapsed=33.1s lr=3.000000e-04 loss=2.7443 loss_recon=2.7443 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7443 wrong_frac=0.5024 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6731 corrupt_frac_t_0p4_0p6=0.2116 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1888 out_w_norm=578.8751 out_g_norm=0.0146 loss_all=2.8915 init_gold_top10=0.4758 init_gold_top100=0.4817 +step=144500 micro_steps=144500 elapsed=33.1s lr=3.000000e-04 loss=2.7798 loss_recon=2.7798 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.7798 wrong_frac=0.5020 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=579.0611 out_g_norm=0.0145 loss_all=2.9686 init_gold_top10=0.4831 init_gold_top100=0.4899 +step=144600 micro_steps=144600 elapsed=33.2s lr=3.000000e-04 loss=2.6695 loss_recon=2.6695 loss_meanflow=0.0000 mean_model_t=0.5114 mean_corrupt_t=0.5114 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6036 corrupt_frac=1.0000 acc_corrupt=0.6036 loss_corrupt=2.6695 wrong_frac=0.4887 init_acc_corrupt=0.4781 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.1872 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=579.2463 out_g_norm=0.0146 loss_all=2.8356 init_gold_top10=0.4881 init_gold_top100=0.4936 +step=144700 micro_steps=144700 elapsed=33.1s lr=3.000000e-04 loss=2.8447 loss_recon=2.8447 loss_meanflow=0.0000 mean_model_t=0.4931 mean_corrupt_t=0.4931 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5814 corrupt_frac=1.0000 acc_corrupt=0.5814 loss_corrupt=2.8447 wrong_frac=0.5067 init_acc_corrupt=0.4574 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2169 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=579.4269 out_g_norm=0.0145 loss_all=2.4821 init_gold_top10=0.5309 init_gold_top100=0.5379 +step=144800 micro_steps=144800 elapsed=33.2s lr=3.000000e-04 loss=2.8110 loss_recon=2.8110 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5847 corrupt_frac=1.0000 acc_corrupt=0.5847 loss_corrupt=2.8110 wrong_frac=0.5038 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3850 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6588 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=579.6124 out_g_norm=0.0146 loss_all=2.5679 init_gold_top10=0.5204 init_gold_top100=0.5264 +step=144900 micro_steps=144900 elapsed=33.1s lr=3.000000e-04 loss=2.8125 loss_recon=2.8125 loss_meanflow=0.0000 mean_model_t=0.4892 mean_corrupt_t=0.4892 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5837 corrupt_frac=1.0000 acc_corrupt=0.5837 loss_corrupt=2.8125 wrong_frac=0.5109 init_acc_corrupt=0.4535 acc_corrupt_t_0p0_0p2=0.1079 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3937 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.2014 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1841 out_w_norm=579.8000 out_g_norm=0.0147 loss_all=2.1688 init_gold_top10=0.5615 init_gold_top100=0.5645 +step=145000 micro_steps=145000 elapsed=33.2s lr=3.000000e-04 loss=2.7770 loss_recon=2.7770 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7770 wrong_frac=0.5002 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=579.9901 out_g_norm=0.0150 loss_all=2.9522 init_gold_top10=0.4795 init_gold_top100=0.4859 +step=145100 micro_steps=145100 elapsed=34.6s lr=3.000000e-04 loss=2.7674 loss_recon=2.7674 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5914 corrupt_frac=1.0000 acc_corrupt=0.5914 loss_corrupt=2.7674 wrong_frac=0.5006 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3898 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2083 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=580.1814 out_g_norm=0.0145 loss_all=2.4388 init_gold_top10=0.5472 init_gold_top100=0.5534 +step=145200 micro_steps=145200 elapsed=33.4s lr=3.000000e-04 loss=2.7621 loss_recon=2.7621 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5929 corrupt_frac=1.0000 acc_corrupt=0.5929 loss_corrupt=2.7621 wrong_frac=0.4969 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3831 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=580.3658 out_g_norm=0.0148 loss_all=3.4613 init_gold_top10=0.3986 init_gold_top100=0.4023 +step=145300 micro_steps=145300 elapsed=33.4s lr=3.000000e-04 loss=2.8177 loss_recon=2.8177 loss_meanflow=0.0000 mean_model_t=0.4917 mean_corrupt_t=0.4917 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5838 corrupt_frac=1.0000 acc_corrupt=0.5838 loss_corrupt=2.8177 wrong_frac=0.5079 init_acc_corrupt=0.4564 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.2103 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.2008 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=580.5515 out_g_norm=0.0145 loss_all=2.6460 init_gold_top10=0.5330 init_gold_top100=0.5381 +step=145400 micro_steps=145400 elapsed=33.4s lr=3.000000e-04 loss=2.7113 loss_recon=2.7113 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5981 corrupt_frac=1.0000 acc_corrupt=0.5981 loss_corrupt=2.7113 wrong_frac=0.4939 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.1884 acc_corrupt_t_0p2_0p4=0.3850 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6599 corrupt_frac_t_0p4_0p6=0.2166 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=580.7284 out_g_norm=0.0146 loss_all=2.5657 init_gold_top10=0.5121 init_gold_top100=0.5179 +step=145500 micro_steps=145500 elapsed=33.4s lr=3.000000e-04 loss=2.8333 loss_recon=2.8333 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5842 corrupt_frac=1.0000 acc_corrupt=0.5842 loss_corrupt=2.8333 wrong_frac=0.5026 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3764 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6644 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=580.9041 out_g_norm=0.0146 loss_all=2.7480 init_gold_top10=0.4999 init_gold_top100=0.5069 +step=145600 micro_steps=145600 elapsed=33.3s lr=3.000000e-04 loss=2.7786 loss_recon=2.7786 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7786 wrong_frac=0.5030 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3877 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6679 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=581.0860 out_g_norm=0.0147 loss_all=2.2023 init_gold_top10=0.5372 init_gold_top100=0.5416 +step=145700 micro_steps=145700 elapsed=33.3s lr=3.000000e-04 loss=2.7200 loss_recon=2.7200 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7200 wrong_frac=0.4969 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3915 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2150 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=581.2752 out_g_norm=0.0145 loss_all=2.6635 init_gold_top10=0.4914 init_gold_top100=0.4967 +step=145800 micro_steps=145800 elapsed=33.3s lr=3.000000e-04 loss=2.7048 loss_recon=2.7048 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5995 corrupt_frac=1.0000 acc_corrupt=0.5995 loss_corrupt=2.7048 wrong_frac=0.4967 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3945 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.2156 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=581.4525 out_g_norm=0.0146 loss_all=3.2626 init_gold_top10=0.4554 init_gold_top100=0.4630 +step=145900 micro_steps=145900 elapsed=33.3s lr=3.000000e-04 loss=2.7326 loss_recon=2.7326 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7326 wrong_frac=0.4974 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3800 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=581.6397 out_g_norm=0.0147 loss_all=2.5032 init_gold_top10=0.5116 init_gold_top100=0.5183 +step=146000 micro_steps=146000 elapsed=33.2s lr=3.000000e-04 loss=2.7779 loss_recon=2.7779 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5893 corrupt_frac=1.0000 acc_corrupt=0.5893 loss_corrupt=2.7779 wrong_frac=0.5024 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6668 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=581.8279 out_g_norm=0.0145 loss_all=2.5041 init_gold_top10=0.5437 init_gold_top100=0.5490 +step=146100 micro_steps=146100 elapsed=34.5s lr=3.000000e-04 loss=2.7572 loss_recon=2.7572 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7572 wrong_frac=0.5028 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1110 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3872 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=582.0163 out_g_norm=0.0150 loss_all=3.4272 init_gold_top10=0.4301 init_gold_top100=0.4395 +step=146200 micro_steps=146200 elapsed=33.1s lr=3.000000e-04 loss=2.7209 loss_recon=2.7209 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5972 corrupt_frac=1.0000 acc_corrupt=0.5972 loss_corrupt=2.7209 wrong_frac=0.4950 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3896 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6655 corrupt_frac_t_0p4_0p6=0.1932 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.2119 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=582.1960 out_g_norm=0.0143 loss_all=2.2480 init_gold_top10=0.5415 init_gold_top100=0.5462 +step=146300 micro_steps=146300 elapsed=33.1s lr=3.000000e-04 loss=2.7197 loss_recon=2.7197 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5965 corrupt_frac=1.0000 acc_corrupt=0.5965 loss_corrupt=2.7197 wrong_frac=0.4958 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3827 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=582.3785 out_g_norm=0.0145 loss_all=2.4460 init_gold_top10=0.5348 init_gold_top100=0.5401 +step=146400 micro_steps=146400 elapsed=33.1s lr=3.000000e-04 loss=2.7322 loss_recon=2.7322 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7322 wrong_frac=0.4975 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3884 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=582.5699 out_g_norm=0.0147 loss_all=2.1504 init_gold_top10=0.5721 init_gold_top100=0.5751 +step=146500 micro_steps=146500 elapsed=33.0s lr=3.000000e-04 loss=2.8078 loss_recon=2.8078 loss_meanflow=0.0000 mean_model_t=0.4914 mean_corrupt_t=0.4914 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5851 corrupt_frac=1.0000 acc_corrupt=0.5851 loss_corrupt=2.8078 wrong_frac=0.5083 init_acc_corrupt=0.4563 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3834 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6738 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1935 out_w_norm=582.7549 out_g_norm=0.0145 loss_all=2.0143 init_gold_top10=0.5817 init_gold_top100=0.5848 +step=146600 micro_steps=146600 elapsed=33.1s lr=3.000000e-04 loss=2.7955 loss_recon=2.7955 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.7955 wrong_frac=0.5044 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.0996 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=582.9415 out_g_norm=0.0147 loss_all=2.9408 init_gold_top10=0.4689 init_gold_top100=0.4753 +step=146700 micro_steps=146700 elapsed=33.2s lr=3.000000e-04 loss=2.7928 loss_recon=2.7928 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.7928 wrong_frac=0.5025 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3812 corrupt_frac_t_0p2_0p4=0.1973 acc_corrupt_t_0p4_0p6=0.6644 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1973 out_w_norm=583.1224 out_g_norm=0.0146 loss_all=2.6676 init_gold_top10=0.5418 init_gold_top100=0.5462 +step=146800 micro_steps=146800 elapsed=33.3s lr=3.000000e-04 loss=2.6409 loss_recon=2.6409 loss_meanflow=0.0000 mean_model_t=0.5133 mean_corrupt_t=0.5133 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6067 corrupt_frac=1.0000 acc_corrupt=0.6067 loss_corrupt=2.6409 wrong_frac=0.4864 init_acc_corrupt=0.4814 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3896 corrupt_frac_t_0p2_0p4=0.1800 acc_corrupt_t_0p4_0p6=0.6624 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8420 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2119 out_w_norm=583.3067 out_g_norm=0.0143 loss_all=2.2281 init_gold_top10=0.5644 init_gold_top100=0.5690 +step=146900 micro_steps=146900 elapsed=33.3s lr=3.000000e-04 loss=2.6605 loss_recon=2.6605 loss_meanflow=0.0000 mean_model_t=0.5132 mean_corrupt_t=0.5132 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6057 corrupt_frac=1.0000 acc_corrupt=0.6057 loss_corrupt=2.6605 wrong_frac=0.4867 init_acc_corrupt=0.4803 acc_corrupt_t_0p0_0p2=0.1079 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3961 corrupt_frac_t_0p2_0p4=0.1869 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2141 out_w_norm=583.4829 out_g_norm=0.0145 loss_all=2.9394 init_gold_top10=0.4793 init_gold_top100=0.4828 +step=147000 micro_steps=147000 elapsed=33.3s lr=3.000000e-04 loss=2.8160 loss_recon=2.8160 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5859 corrupt_frac=1.0000 acc_corrupt=0.5859 loss_corrupt=2.8160 wrong_frac=0.5050 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6650 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=583.6679 out_g_norm=0.0144 loss_all=2.7180 init_gold_top10=0.5107 init_gold_top100=0.5154 +step=147100 micro_steps=147100 elapsed=34.8s lr=3.000000e-04 loss=2.7826 loss_recon=2.7826 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5915 corrupt_frac=1.0000 acc_corrupt=0.5915 loss_corrupt=2.7826 wrong_frac=0.4991 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=583.8570 out_g_norm=0.0145 loss_all=3.5349 init_gold_top10=0.4275 init_gold_top100=0.4365 +step=147200 micro_steps=147200 elapsed=33.2s lr=3.000000e-04 loss=2.6771 loss_recon=2.6771 loss_meanflow=0.0000 mean_model_t=0.5093 mean_corrupt_t=0.5093 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6026 corrupt_frac=1.0000 acc_corrupt=0.6026 loss_corrupt=2.6771 wrong_frac=0.4907 init_acc_corrupt=0.4764 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.2144 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=584.0335 out_g_norm=0.0146 loss_all=2.4616 init_gold_top10=0.5144 init_gold_top100=0.5200 +step=147300 micro_steps=147300 elapsed=33.3s lr=3.000000e-04 loss=2.7860 loss_recon=2.7860 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7860 wrong_frac=0.5019 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3819 corrupt_frac_t_0p2_0p4=0.2052 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=584.1997 out_g_norm=0.0143 loss_all=2.1779 init_gold_top10=0.5621 init_gold_top100=0.5653 +step=147400 micro_steps=147400 elapsed=33.4s lr=3.000000e-04 loss=2.7467 loss_recon=2.7467 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5950 corrupt_frac=1.0000 acc_corrupt=0.5950 loss_corrupt=2.7467 wrong_frac=0.4956 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=584.3791 out_g_norm=0.0144 loss_all=2.3527 init_gold_top10=0.5434 init_gold_top100=0.5478 +step=147500 micro_steps=147500 elapsed=33.4s lr=3.000000e-04 loss=2.7986 loss_recon=2.7986 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7986 wrong_frac=0.5051 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.2077 acc_corrupt_t_0p2_0p4=0.3938 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=584.5554 out_g_norm=0.0148 loss_all=2.8249 init_gold_top10=0.4920 init_gold_top100=0.4976 +step=147600 micro_steps=147600 elapsed=33.5s lr=3.000000e-04 loss=2.6802 loss_recon=2.6802 loss_meanflow=0.0000 mean_model_t=0.5125 mean_corrupt_t=0.5125 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6038 corrupt_frac=1.0000 acc_corrupt=0.6038 loss_corrupt=2.6802 wrong_frac=0.4876 init_acc_corrupt=0.4789 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3789 corrupt_frac_t_0p2_0p4=0.1967 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1869 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2178 out_w_norm=584.7364 out_g_norm=0.0146 loss_all=2.3843 init_gold_top10=0.5405 init_gold_top100=0.5437 +step=147700 micro_steps=147700 elapsed=33.7s lr=3.000000e-04 loss=2.8145 loss_recon=2.8145 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5844 corrupt_frac=1.0000 acc_corrupt=0.5844 loss_corrupt=2.8145 wrong_frac=0.5059 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6640 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=584.9280 out_g_norm=0.0152 loss_all=2.6664 init_gold_top10=0.5228 init_gold_top100=0.5280 +step=147800 micro_steps=147800 elapsed=34.3s lr=3.000000e-04 loss=2.7336 loss_recon=2.7336 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5952 corrupt_frac=1.0000 acc_corrupt=0.5952 loss_corrupt=2.7336 wrong_frac=0.4980 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3840 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.2206 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=585.1164 out_g_norm=0.0145 loss_all=2.0521 init_gold_top10=0.5747 init_gold_top100=0.5780 +step=147900 micro_steps=147900 elapsed=33.5s lr=3.000000e-04 loss=2.7134 loss_recon=2.7134 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5963 corrupt_frac=1.0000 acc_corrupt=0.5963 loss_corrupt=2.7134 wrong_frac=0.4957 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.1068 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3842 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6658 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.2105 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=585.2917 out_g_norm=0.0143 loss_all=2.7290 init_gold_top10=0.4995 init_gold_top100=0.5043 +step=148000 micro_steps=148000 elapsed=35.8s lr=3.000000e-04 loss=2.7173 loss_recon=2.7173 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5975 corrupt_frac=1.0000 acc_corrupt=0.5975 loss_corrupt=2.7173 wrong_frac=0.4953 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3904 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=585.4643 out_g_norm=0.0145 loss_all=3.4757 init_gold_top10=0.3719 init_gold_top100=0.3803 +step=148100 micro_steps=148100 elapsed=34.8s lr=3.000000e-04 loss=2.7648 loss_recon=2.7648 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7648 wrong_frac=0.5004 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3895 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6609 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=585.6520 out_g_norm=0.0144 loss_all=2.3257 init_gold_top10=0.5206 init_gold_top100=0.5242 +step=148200 micro_steps=148200 elapsed=34.9s lr=3.000000e-04 loss=2.7383 loss_recon=2.7383 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5951 corrupt_frac=1.0000 acc_corrupt=0.5951 loss_corrupt=2.7383 wrong_frac=0.4959 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.2014 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=585.8410 out_g_norm=0.0146 loss_all=2.8810 init_gold_top10=0.4800 init_gold_top100=0.4856 +step=148300 micro_steps=148300 elapsed=34.0s lr=3.000000e-04 loss=2.7918 loss_recon=2.7918 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5878 corrupt_frac=1.0000 acc_corrupt=0.5878 loss_corrupt=2.7918 wrong_frac=0.5045 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3930 corrupt_frac_t_0p2_0p4=0.2103 acc_corrupt_t_0p4_0p6=0.6664 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=586.0259 out_g_norm=0.0144 loss_all=3.0405 init_gold_top10=0.4484 init_gold_top100=0.4563 +step=148400 micro_steps=148400 elapsed=33.6s lr=3.000000e-04 loss=2.7596 loss_recon=2.7596 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5914 corrupt_frac=1.0000 acc_corrupt=0.5914 loss_corrupt=2.7596 wrong_frac=0.5037 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3834 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1869 out_w_norm=586.2013 out_g_norm=0.0146 loss_all=2.9198 init_gold_top10=0.4881 init_gold_top100=0.4936 +step=148500 micro_steps=148500 elapsed=33.4s lr=3.000000e-04 loss=2.8508 loss_recon=2.8508 loss_meanflow=0.0000 mean_model_t=0.4905 mean_corrupt_t=0.4905 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5802 corrupt_frac=1.0000 acc_corrupt=0.5802 loss_corrupt=2.8508 wrong_frac=0.5096 init_acc_corrupt=0.4552 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.2080 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1866 out_w_norm=586.3864 out_g_norm=0.0143 loss_all=2.5230 init_gold_top10=0.5176 init_gold_top100=0.5232 +step=148600 micro_steps=148600 elapsed=34.0s lr=3.000000e-04 loss=2.7337 loss_recon=2.7337 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5962 corrupt_frac=1.0000 acc_corrupt=0.5962 loss_corrupt=2.7337 wrong_frac=0.4944 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3964 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=586.5704 out_g_norm=0.0142 loss_all=2.5886 init_gold_top10=0.5250 init_gold_top100=0.5322 +step=148700 micro_steps=148700 elapsed=33.1s lr=3.000000e-04 loss=2.7491 loss_recon=2.7491 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5935 corrupt_frac=1.0000 acc_corrupt=0.5935 loss_corrupt=2.7491 wrong_frac=0.4994 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.0996 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3925 corrupt_frac_t_0p2_0p4=0.2147 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=586.7506 out_g_norm=0.0144 loss_all=2.1710 init_gold_top10=0.5726 init_gold_top100=0.5762 +step=148800 micro_steps=148800 elapsed=34.2s lr=3.000000e-04 loss=2.8081 loss_recon=2.8081 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5851 corrupt_frac=1.0000 acc_corrupt=0.5851 loss_corrupt=2.8081 wrong_frac=0.5049 init_acc_corrupt=0.4589 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3832 corrupt_frac_t_0p2_0p4=0.2157 acc_corrupt_t_0p4_0p6=0.6668 corrupt_frac_t_0p4_0p6=0.1865 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=586.9322 out_g_norm=0.0142 loss_all=2.7596 init_gold_top10=0.4912 init_gold_top100=0.4961 +step=148900 micro_steps=148900 elapsed=33.5s lr=3.000000e-04 loss=2.7268 loss_recon=2.7268 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7268 wrong_frac=0.4976 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6729 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=587.1186 out_g_norm=0.0144 loss_all=2.5431 init_gold_top10=0.5203 init_gold_top100=0.5264 +step=149000 micro_steps=149000 elapsed=33.4s lr=3.000000e-04 loss=2.7751 loss_recon=2.7751 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7751 wrong_frac=0.4998 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=587.3045 out_g_norm=0.0143 loss_all=3.1406 init_gold_top10=0.4734 init_gold_top100=0.4794 +step=149100 micro_steps=149100 elapsed=34.8s lr=3.000000e-04 loss=2.8817 loss_recon=2.8817 loss_meanflow=0.0000 mean_model_t=0.4870 mean_corrupt_t=0.4870 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5763 corrupt_frac=1.0000 acc_corrupt=0.5763 loss_corrupt=2.8817 wrong_frac=0.5131 init_acc_corrupt=0.4512 acc_corrupt_t_0p0_0p2=0.0991 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3850 corrupt_frac_t_0p2_0p4=0.2153 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=587.4915 out_g_norm=0.0147 loss_all=3.1310 init_gold_top10=0.4416 init_gold_top100=0.4485 +step=149200 micro_steps=149200 elapsed=33.4s lr=3.000000e-04 loss=2.7813 loss_recon=2.7813 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7813 wrong_frac=0.5011 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3864 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=587.6796 out_g_norm=0.0143 loss_all=2.5490 init_gold_top10=0.5168 init_gold_top100=0.5228 +step=149300 micro_steps=149300 elapsed=33.4s lr=3.000000e-04 loss=2.8138 loss_recon=2.8138 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5843 corrupt_frac=1.0000 acc_corrupt=0.5843 loss_corrupt=2.8138 wrong_frac=0.5044 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3792 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6644 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=587.8642 out_g_norm=0.0143 loss_all=2.5168 init_gold_top10=0.5273 init_gold_top100=0.5324 +step=149400 micro_steps=149400 elapsed=33.5s lr=3.000000e-04 loss=2.7821 loss_recon=2.7821 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7821 wrong_frac=0.5012 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3810 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=588.0516 out_g_norm=0.0144 loss_all=3.6290 init_gold_top10=0.3961 init_gold_top100=0.4047 +step=149500 micro_steps=149500 elapsed=33.4s lr=3.000000e-04 loss=2.8532 loss_recon=2.8532 loss_meanflow=0.0000 mean_model_t=0.4921 mean_corrupt_t=0.4921 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5802 corrupt_frac=1.0000 acc_corrupt=0.5802 loss_corrupt=2.8532 wrong_frac=0.5080 init_acc_corrupt=0.4560 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.2156 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6615 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1960 out_w_norm=588.2317 out_g_norm=0.0143 loss_all=3.2254 init_gold_top10=0.4171 init_gold_top100=0.4229 +step=149600 micro_steps=149600 elapsed=33.3s lr=3.000000e-04 loss=2.7714 loss_recon=2.7714 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5913 corrupt_frac=1.0000 acc_corrupt=0.5913 loss_corrupt=2.7714 wrong_frac=0.4985 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3850 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=588.4165 out_g_norm=0.0146 loss_all=3.0034 init_gold_top10=0.4828 init_gold_top100=0.4883 +step=149700 micro_steps=149700 elapsed=33.4s lr=3.000000e-04 loss=2.6969 loss_recon=2.6969 loss_meanflow=0.0000 mean_model_t=0.5072 mean_corrupt_t=0.5072 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5998 corrupt_frac=1.0000 acc_corrupt=0.5998 loss_corrupt=2.6969 wrong_frac=0.4927 init_acc_corrupt=0.4743 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3869 corrupt_frac_t_0p2_0p4=0.1952 acc_corrupt_t_0p4_0p6=0.6676 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=588.5998 out_g_norm=0.0142 loss_all=1.9828 init_gold_top10=0.5298 init_gold_top100=0.5347 +step=149800 micro_steps=149800 elapsed=33.4s lr=3.000000e-04 loss=2.7543 loss_recon=2.7543 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5916 corrupt_frac=1.0000 acc_corrupt=0.5916 loss_corrupt=2.7543 wrong_frac=0.4998 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3814 corrupt_frac_t_0p2_0p4=0.2058 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=588.7853 out_g_norm=0.0143 loss_all=2.1858 init_gold_top10=0.5573 init_gold_top100=0.5598 +step=149900 micro_steps=149900 elapsed=33.2s lr=3.000000e-04 loss=2.6994 loss_recon=2.6994 loss_meanflow=0.0000 mean_model_t=0.5072 mean_corrupt_t=0.5072 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5997 corrupt_frac=1.0000 acc_corrupt=0.5997 loss_corrupt=2.6994 wrong_frac=0.4928 init_acc_corrupt=0.4733 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3844 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=588.9745 out_g_norm=0.0143 loss_all=2.9860 init_gold_top10=0.4496 init_gold_top100=0.4578 +step=150000 micro_steps=150000 elapsed=33.2s lr=3.000000e-04 loss=2.7635 loss_recon=2.7635 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5919 corrupt_frac=1.0000 acc_corrupt=0.5919 loss_corrupt=2.7635 wrong_frac=0.4992 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3926 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8392 corrupt_frac_t_0p6_0p8=0.1878 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=589.1563 out_g_norm=0.0144 loss_all=2.4147 init_gold_top10=0.5558 init_gold_top100=0.5594 +step=150100 micro_steps=150100 elapsed=41.7s lr=3.000000e-04 loss=2.6475 loss_recon=2.6475 loss_meanflow=0.0000 mean_model_t=0.5125 mean_corrupt_t=0.5125 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6081 corrupt_frac=1.0000 acc_corrupt=0.6081 loss_corrupt=2.6475 wrong_frac=0.4873 init_acc_corrupt=0.4795 acc_corrupt_t_0p0_0p2=0.1117 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3966 corrupt_frac_t_0p2_0p4=0.1881 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2116 out_w_norm=589.3361 out_g_norm=0.0146 loss_all=2.4476 init_gold_top10=0.5073 init_gold_top100=0.5105 +step=150200 micro_steps=150200 elapsed=53.4s lr=3.000000e-04 loss=2.7500 loss_recon=2.7500 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7500 wrong_frac=0.4975 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.0974 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3832 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=589.5150 out_g_norm=0.0143 loss_all=3.3661 init_gold_top10=0.4343 init_gold_top100=0.4434 +step=150300 micro_steps=150300 elapsed=53.4s lr=3.000000e-04 loss=2.7432 loss_recon=2.7432 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7432 wrong_frac=0.4980 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6727 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=589.7011 out_g_norm=0.0146 loss_all=3.2072 init_gold_top10=0.4455 init_gold_top100=0.4538 +step=150400 micro_steps=150400 elapsed=53.3s lr=3.000000e-04 loss=2.7658 loss_recon=2.7658 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7658 wrong_frac=0.5000 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=589.8889 out_g_norm=0.0142 loss_all=1.8601 init_gold_top10=0.6156 init_gold_top100=0.6184 +step=150500 micro_steps=150500 elapsed=53.1s lr=3.000000e-04 loss=2.8185 loss_recon=2.8185 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5841 corrupt_frac=1.0000 acc_corrupt=0.5841 loss_corrupt=2.8185 wrong_frac=0.5057 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3788 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=590.0741 out_g_norm=0.0144 loss_all=2.5385 init_gold_top10=0.5168 init_gold_top100=0.5219 +step=150600 micro_steps=150600 elapsed=53.2s lr=3.000000e-04 loss=2.7114 loss_recon=2.7114 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5976 corrupt_frac=1.0000 acc_corrupt=0.5976 loss_corrupt=2.7114 wrong_frac=0.4950 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.1875 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=590.2588 out_g_norm=0.0141 loss_all=3.1853 init_gold_top10=0.4499 init_gold_top100=0.4569 +step=150700 micro_steps=150700 elapsed=53.4s lr=3.000000e-04 loss=2.8467 loss_recon=2.8467 loss_meanflow=0.0000 mean_model_t=0.4908 mean_corrupt_t=0.4908 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5811 corrupt_frac=1.0000 acc_corrupt=0.5811 loss_corrupt=2.8467 wrong_frac=0.5094 init_acc_corrupt=0.4552 acc_corrupt_t_0p0_0p2=0.0997 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3843 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8381 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=590.4398 out_g_norm=0.0142 loss_all=2.7831 init_gold_top10=0.5054 init_gold_top100=0.5122 +step=150800 micro_steps=150800 elapsed=53.4s lr=3.000000e-04 loss=2.7696 loss_recon=2.7696 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5912 corrupt_frac=1.0000 acc_corrupt=0.5912 loss_corrupt=2.7696 wrong_frac=0.5005 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=590.6188 out_g_norm=0.0144 loss_all=2.0560 init_gold_top10=0.5822 init_gold_top100=0.5850 +step=150900 micro_steps=150900 elapsed=35.2s lr=3.000000e-04 loss=2.7617 loss_recon=2.7617 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7617 wrong_frac=0.4992 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=590.8036 out_g_norm=0.0142 loss_all=2.2590 init_gold_top10=0.5463 init_gold_top100=0.5513 +step=151000 micro_steps=151000 elapsed=33.4s lr=3.000000e-04 loss=2.6390 loss_recon=2.6390 loss_meanflow=0.0000 mean_model_t=0.5144 mean_corrupt_t=0.5144 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6072 corrupt_frac=1.0000 acc_corrupt=0.6072 loss_corrupt=2.6390 wrong_frac=0.4856 init_acc_corrupt=0.4823 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1881 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.1812 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.2147 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=590.9861 out_g_norm=0.0142 loss_all=2.5042 init_gold_top10=0.5210 init_gold_top100=0.5268 +step=151100 micro_steps=151100 elapsed=34.8s lr=3.000000e-04 loss=2.7905 loss_recon=2.7905 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.7905 wrong_frac=0.5031 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3807 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1875 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=591.1665 out_g_norm=0.0142 loss_all=3.1160 init_gold_top10=0.4401 init_gold_top100=0.4481 +step=151200 micro_steps=151200 elapsed=33.4s lr=3.000000e-04 loss=2.8305 loss_recon=2.8305 loss_meanflow=0.0000 mean_model_t=0.4928 mean_corrupt_t=0.4928 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5838 corrupt_frac=1.0000 acc_corrupt=0.5838 loss_corrupt=2.8305 wrong_frac=0.5075 init_acc_corrupt=0.4574 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=591.3524 out_g_norm=0.0144 loss_all=2.5388 init_gold_top10=0.5228 init_gold_top100=0.5266 +step=151300 micro_steps=151300 elapsed=33.4s lr=3.000000e-04 loss=2.8020 loss_recon=2.8020 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.8020 wrong_frac=0.5057 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.2094 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1878 out_w_norm=591.5374 out_g_norm=0.0147 loss_all=2.1660 init_gold_top10=0.5833 init_gold_top100=0.5871 +step=151400 micro_steps=151400 elapsed=33.5s lr=3.000000e-04 loss=2.6841 loss_recon=2.6841 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6012 corrupt_frac=1.0000 acc_corrupt=0.6012 loss_corrupt=2.6841 wrong_frac=0.4948 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.1068 corrupt_frac_t_0p0_0p2=0.1881 acc_corrupt_t_0p2_0p4=0.3979 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6753 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=591.7189 out_g_norm=0.0145 loss_all=2.7346 init_gold_top10=0.4887 init_gold_top100=0.4925 +step=151500 micro_steps=151500 elapsed=33.5s lr=3.000000e-04 loss=2.8327 loss_recon=2.8327 loss_meanflow=0.0000 mean_model_t=0.4928 mean_corrupt_t=0.4928 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5832 corrupt_frac=1.0000 acc_corrupt=0.5832 loss_corrupt=2.8327 wrong_frac=0.5074 init_acc_corrupt=0.4570 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1872 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=591.8994 out_g_norm=0.0142 loss_all=2.9386 init_gold_top10=0.4586 init_gold_top100=0.4663 +step=151600 micro_steps=151600 elapsed=33.5s lr=3.000000e-04 loss=2.7881 loss_recon=2.7881 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7881 wrong_frac=0.5037 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3827 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6730 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=592.0753 out_g_norm=0.0149 loss_all=2.9764 init_gold_top10=0.4803 init_gold_top100=0.4855 +step=151700 micro_steps=151700 elapsed=33.5s lr=3.000000e-04 loss=2.6968 loss_recon=2.6968 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5984 corrupt_frac=1.0000 acc_corrupt=0.5984 loss_corrupt=2.6968 wrong_frac=0.4963 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.1872 acc_corrupt_t_0p2_0p4=0.3830 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=592.2623 out_g_norm=0.0143 loss_all=2.6724 init_gold_top10=0.5006 init_gold_top100=0.5038 +step=151800 micro_steps=151800 elapsed=33.4s lr=3.000000e-04 loss=2.7568 loss_recon=2.7568 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5946 corrupt_frac=1.0000 acc_corrupt=0.5946 loss_corrupt=2.7568 wrong_frac=0.4960 init_acc_corrupt=0.4711 acc_corrupt_t_0p0_0p2=0.0990 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6595 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1884 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2125 out_w_norm=592.4457 out_g_norm=0.0143 loss_all=2.7127 init_gold_top10=0.4796 init_gold_top100=0.4843 +step=151900 micro_steps=151900 elapsed=33.4s lr=3.000000e-04 loss=2.6793 loss_recon=2.6793 loss_meanflow=0.0000 mean_model_t=0.5097 mean_corrupt_t=0.5097 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6026 corrupt_frac=1.0000 acc_corrupt=0.6026 loss_corrupt=2.6793 wrong_frac=0.4907 init_acc_corrupt=0.4770 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.2116 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=592.6244 out_g_norm=0.0142 loss_all=3.1204 init_gold_top10=0.4680 init_gold_top100=0.4734 +step=152000 micro_steps=152000 elapsed=33.5s lr=3.000000e-04 loss=2.7190 loss_recon=2.7190 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5982 corrupt_frac=1.0000 acc_corrupt=0.5982 loss_corrupt=2.7190 wrong_frac=0.4930 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6685 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=592.8006 out_g_norm=0.0141 loss_all=2.5114 init_gold_top10=0.5234 init_gold_top100=0.5283 +step=152100 micro_steps=152100 elapsed=34.8s lr=3.000000e-04 loss=2.7506 loss_recon=2.7506 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7506 wrong_frac=0.5003 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3928 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=592.9860 out_g_norm=0.0143 loss_all=3.0217 init_gold_top10=0.4618 init_gold_top100=0.4698 +step=152200 micro_steps=152200 elapsed=33.5s lr=3.000000e-04 loss=2.7768 loss_recon=2.7768 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7768 wrong_frac=0.5011 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6667 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=593.1715 out_g_norm=0.0143 loss_all=3.0257 init_gold_top10=0.4725 init_gold_top100=0.4814 +step=152300 micro_steps=152300 elapsed=33.4s lr=3.000000e-04 loss=2.7394 loss_recon=2.7394 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5959 corrupt_frac=1.0000 acc_corrupt=0.5959 loss_corrupt=2.7394 wrong_frac=0.4953 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.1973 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=593.3529 out_g_norm=0.0141 loss_all=2.8203 init_gold_top10=0.4694 init_gold_top100=0.4730 +step=152400 micro_steps=152400 elapsed=33.3s lr=3.000000e-04 loss=2.7778 loss_recon=2.7778 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5903 corrupt_frac=1.0000 acc_corrupt=0.5903 loss_corrupt=2.7778 wrong_frac=0.5007 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1847 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=593.5358 out_g_norm=0.0143 loss_all=1.9942 init_gold_top10=0.6009 init_gold_top100=0.6055 +step=152500 micro_steps=152500 elapsed=33.2s lr=3.000000e-04 loss=2.7972 loss_recon=2.7972 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5872 corrupt_frac=1.0000 acc_corrupt=0.5872 loss_corrupt=2.7972 wrong_frac=0.5042 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.2184 acc_corrupt_t_0p4_0p6=0.6668 corrupt_frac_t_0p4_0p6=0.1847 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=593.7168 out_g_norm=0.0144 loss_all=3.7273 init_gold_top10=0.3897 init_gold_top100=0.4000 +step=152600 micro_steps=152600 elapsed=33.2s lr=3.000000e-04 loss=2.7383 loss_recon=2.7383 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7383 wrong_frac=0.4994 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=593.8939 out_g_norm=0.0141 loss_all=3.2855 init_gold_top10=0.4344 init_gold_top100=0.4416 +step=152700 micro_steps=152700 elapsed=33.1s lr=3.000000e-04 loss=2.6725 loss_recon=2.6725 loss_meanflow=0.0000 mean_model_t=0.5096 mean_corrupt_t=0.5096 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6037 corrupt_frac=1.0000 acc_corrupt=0.6037 loss_corrupt=2.6725 wrong_frac=0.4902 init_acc_corrupt=0.4774 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3974 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2011 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=594.0743 out_g_norm=0.0142 loss_all=2.1905 init_gold_top10=0.5923 init_gold_top100=0.5980 +step=152800 micro_steps=152800 elapsed=33.2s lr=3.000000e-04 loss=2.7852 loss_recon=2.7852 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7852 wrong_frac=0.5004 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3860 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=594.2627 out_g_norm=0.0141 loss_all=2.8675 init_gold_top10=0.4828 init_gold_top100=0.4881 +step=152900 micro_steps=152900 elapsed=33.1s lr=3.000000e-04 loss=2.7828 loss_recon=2.7828 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5888 corrupt_frac=1.0000 acc_corrupt=0.5888 loss_corrupt=2.7828 wrong_frac=0.5031 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=594.4379 out_g_norm=0.0142 loss_all=3.5701 init_gold_top10=0.3884 init_gold_top100=0.3966 +step=153000 micro_steps=153000 elapsed=33.1s lr=3.000000e-04 loss=2.8508 loss_recon=2.8508 loss_meanflow=0.0000 mean_model_t=0.4875 mean_corrupt_t=0.4875 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5788 corrupt_frac=1.0000 acc_corrupt=0.5788 loss_corrupt=2.8508 wrong_frac=0.5123 init_acc_corrupt=0.4516 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.2116 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1821 out_w_norm=594.6143 out_g_norm=0.0143 loss_all=3.4512 init_gold_top10=0.4066 init_gold_top100=0.4139 +step=153100 micro_steps=153100 elapsed=34.6s lr=3.000000e-04 loss=2.7857 loss_recon=2.7857 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5904 corrupt_frac=1.0000 acc_corrupt=0.5904 loss_corrupt=2.7857 wrong_frac=0.5012 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2093 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1888 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=594.7791 out_g_norm=0.0145 loss_all=2.9349 init_gold_top10=0.4915 init_gold_top100=0.4975 +step=153200 micro_steps=153200 elapsed=33.2s lr=3.000000e-04 loss=2.8043 loss_recon=2.8043 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5857 corrupt_frac=1.0000 acc_corrupt=0.5857 loss_corrupt=2.8043 wrong_frac=0.5044 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3860 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.2030 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=594.9701 out_g_norm=0.0140 loss_all=2.5461 init_gold_top10=0.5316 init_gold_top100=0.5378 +step=153300 micro_steps=153300 elapsed=33.1s lr=3.000000e-04 loss=2.7399 loss_recon=2.7399 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5950 corrupt_frac=1.0000 acc_corrupt=0.5950 loss_corrupt=2.7399 wrong_frac=0.4973 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3901 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2108 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=595.1438 out_g_norm=0.0143 loss_all=1.8553 init_gold_top10=0.6115 init_gold_top100=0.6153 +step=153400 micro_steps=153400 elapsed=33.2s lr=3.000000e-04 loss=2.7630 loss_recon=2.7630 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7630 wrong_frac=0.5015 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.2131 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.2112 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1878 out_w_norm=595.3175 out_g_norm=0.0142 loss_all=2.3959 init_gold_top10=0.5135 init_gold_top100=0.5181 +step=153500 micro_steps=153500 elapsed=33.2s lr=3.000000e-04 loss=2.7842 loss_recon=2.7842 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7842 wrong_frac=0.5020 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3871 corrupt_frac_t_0p2_0p4=0.2093 acc_corrupt_t_0p4_0p6=0.6638 corrupt_frac_t_0p4_0p6=0.1866 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2112 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=595.4980 out_g_norm=0.0141 loss_all=2.7768 init_gold_top10=0.5275 init_gold_top100=0.5363 +step=153600 micro_steps=153600 elapsed=33.3s lr=3.000000e-04 loss=2.8234 loss_recon=2.8234 loss_meanflow=0.0000 mean_model_t=0.4932 mean_corrupt_t=0.4932 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8234 wrong_frac=0.5069 init_acc_corrupt=0.4581 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3901 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=595.6767 out_g_norm=0.0143 loss_all=2.6955 init_gold_top10=0.5227 init_gold_top100=0.5264 +step=153700 micro_steps=153700 elapsed=33.2s lr=3.000000e-04 loss=2.8167 loss_recon=2.8167 loss_meanflow=0.0000 mean_model_t=0.4924 mean_corrupt_t=0.4924 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5840 corrupt_frac=1.0000 acc_corrupt=0.5840 loss_corrupt=2.8167 wrong_frac=0.5076 init_acc_corrupt=0.4572 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3901 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=595.8676 out_g_norm=0.0141 loss_all=1.9233 init_gold_top10=0.6042 init_gold_top100=0.6068 +step=153800 micro_steps=153800 elapsed=33.3s lr=3.000000e-04 loss=2.7725 loss_recon=2.7725 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7725 wrong_frac=0.5025 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1106 corrupt_frac_t_0p0_0p2=0.2049 acc_corrupt_t_0p2_0p4=0.3923 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1970 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=596.0506 out_g_norm=0.0141 loss_all=2.3715 init_gold_top10=0.5326 init_gold_top100=0.5381 +step=153900 micro_steps=153900 elapsed=33.2s lr=3.000000e-04 loss=2.8294 loss_recon=2.8294 loss_meanflow=0.0000 mean_model_t=0.4928 mean_corrupt_t=0.4928 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8294 wrong_frac=0.5070 init_acc_corrupt=0.4581 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2175 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=596.2225 out_g_norm=0.0141 loss_all=2.6384 init_gold_top10=0.4880 init_gold_top100=0.4947 +step=154000 micro_steps=154000 elapsed=33.3s lr=3.000000e-04 loss=2.7927 loss_recon=2.7927 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7927 wrong_frac=0.4989 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3857 corrupt_frac_t_0p2_0p4=0.1995 acc_corrupt_t_0p4_0p6=0.6615 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2131 out_w_norm=596.4068 out_g_norm=0.0143 loss_all=2.5387 init_gold_top10=0.5196 init_gold_top100=0.5243 +step=154100 micro_steps=154100 elapsed=34.8s lr=3.000000e-04 loss=2.7561 loss_recon=2.7561 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5921 corrupt_frac=1.0000 acc_corrupt=0.5921 loss_corrupt=2.7561 wrong_frac=0.4979 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6608 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=596.5918 out_g_norm=0.0144 loss_all=2.8973 init_gold_top10=0.4547 init_gold_top100=0.4598 +step=154200 micro_steps=154200 elapsed=33.2s lr=3.000000e-04 loss=2.8103 loss_recon=2.8103 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5859 corrupt_frac=1.0000 acc_corrupt=0.5859 loss_corrupt=2.8103 wrong_frac=0.5030 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3827 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.2017 acc_corrupt_t_0p6_0p8=0.8420 corrupt_frac_t_0p6_0p8=0.1847 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=596.7790 out_g_norm=0.0140 loss_all=3.2796 init_gold_top10=0.4081 init_gold_top100=0.4145 +step=154300 micro_steps=154300 elapsed=33.1s lr=3.000000e-04 loss=2.7315 loss_recon=2.7315 loss_meanflow=0.0000 mean_model_t=0.5055 mean_corrupt_t=0.5055 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5959 corrupt_frac=1.0000 acc_corrupt=0.5959 loss_corrupt=2.7315 wrong_frac=0.4947 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3871 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6628 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=596.9554 out_g_norm=0.0143 loss_all=2.4260 init_gold_top10=0.4998 init_gold_top100=0.5050 +step=154400 micro_steps=154400 elapsed=33.2s lr=3.000000e-04 loss=2.7633 loss_recon=2.7633 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7633 wrong_frac=0.4968 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=597.1311 out_g_norm=0.0141 loss_all=2.7767 init_gold_top10=0.4863 init_gold_top100=0.4906 +step=154500 micro_steps=154500 elapsed=33.1s lr=3.000000e-04 loss=2.7195 loss_recon=2.7195 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5971 corrupt_frac=1.0000 acc_corrupt=0.5971 loss_corrupt=2.7195 wrong_frac=0.4984 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3961 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.2036 acc_corrupt_t_0p8_1p0=0.9602 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=597.3092 out_g_norm=0.0144 loss_all=2.2978 init_gold_top10=0.5575 init_gold_top100=0.5614 +step=154600 micro_steps=154600 elapsed=33.2s lr=3.000000e-04 loss=2.8333 loss_recon=2.8333 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8333 wrong_frac=0.5048 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3809 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.1822 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=597.4952 out_g_norm=0.0142 loss_all=3.2371 init_gold_top10=0.4347 init_gold_top100=0.4400 +step=154700 micro_steps=154700 elapsed=33.3s lr=3.000000e-04 loss=2.7401 loss_recon=2.7401 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7401 wrong_frac=0.4915 init_acc_corrupt=0.4740 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3791 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.1812 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2191 out_w_norm=597.6776 out_g_norm=0.0141 loss_all=2.7496 init_gold_top10=0.5088 init_gold_top100=0.5161 +step=154800 micro_steps=154800 elapsed=33.2s lr=3.000000e-04 loss=2.7801 loss_recon=2.7801 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7801 wrong_frac=0.5019 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3860 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1888 out_w_norm=597.8606 out_g_norm=0.0143 loss_all=2.5566 init_gold_top10=0.5316 init_gold_top100=0.5388 +step=154900 micro_steps=154900 elapsed=33.3s lr=3.000000e-04 loss=2.7352 loss_recon=2.7352 loss_meanflow=0.0000 mean_model_t=0.5057 mean_corrupt_t=0.5057 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7352 wrong_frac=0.4945 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3939 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6667 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1910 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2150 out_w_norm=598.0529 out_g_norm=0.0138 loss_all=3.4592 init_gold_top10=0.4203 init_gold_top100=0.4282 +step=155000 micro_steps=155000 elapsed=33.3s lr=3.000000e-04 loss=2.8178 loss_recon=2.8178 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5860 corrupt_frac=1.0000 acc_corrupt=0.5860 loss_corrupt=2.8178 wrong_frac=0.5029 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2116 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6732 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9608 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=598.2320 out_g_norm=0.0142 loss_all=3.5657 init_gold_top10=0.4066 init_gold_top100=0.4154 +step=155100 micro_steps=155100 elapsed=34.7s lr=3.000000e-04 loss=2.8031 loss_recon=2.8031 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5893 corrupt_frac=1.0000 acc_corrupt=0.5893 loss_corrupt=2.8031 wrong_frac=0.5015 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.3959 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.1837 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2125 out_w_norm=598.4126 out_g_norm=0.0142 loss_all=3.2841 init_gold_top10=0.4440 init_gold_top100=0.4519 +step=155200 micro_steps=155200 elapsed=33.3s lr=3.000000e-04 loss=2.8298 loss_recon=2.8298 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5842 corrupt_frac=1.0000 acc_corrupt=0.5842 loss_corrupt=2.8298 wrong_frac=0.5054 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.0970 corrupt_frac_t_0p0_0p2=0.2169 acc_corrupt_t_0p2_0p4=0.3892 corrupt_frac_t_0p2_0p4=0.1856 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=598.5977 out_g_norm=0.0142 loss_all=2.6484 init_gold_top10=0.5145 init_gold_top100=0.5192 +step=155300 micro_steps=155300 elapsed=33.4s lr=3.000000e-04 loss=2.7499 loss_recon=2.7499 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5939 corrupt_frac=1.0000 acc_corrupt=0.5939 loss_corrupt=2.7499 wrong_frac=0.4965 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3846 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=598.7761 out_g_norm=0.0141 loss_all=3.2761 init_gold_top10=0.4487 init_gold_top100=0.4553 +step=155400 micro_steps=155400 elapsed=33.4s lr=3.000000e-04 loss=2.7803 loss_recon=2.7803 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5884 corrupt_frac=1.0000 acc_corrupt=0.5884 loss_corrupt=2.7803 wrong_frac=0.5039 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=598.9649 out_g_norm=0.0139 loss_all=3.2307 init_gold_top10=0.4500 init_gold_top100=0.4560 +step=155500 micro_steps=155500 elapsed=33.3s lr=3.000000e-04 loss=2.7571 loss_recon=2.7571 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5929 corrupt_frac=1.0000 acc_corrupt=0.5929 loss_corrupt=2.7571 wrong_frac=0.4981 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=599.1416 out_g_norm=0.0141 loss_all=2.9577 init_gold_top10=0.4862 init_gold_top100=0.4920 +step=155600 micro_steps=155600 elapsed=33.3s lr=3.000000e-04 loss=2.7253 loss_recon=2.7253 loss_meanflow=0.0000 mean_model_t=0.5083 mean_corrupt_t=0.5083 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5983 corrupt_frac=1.0000 acc_corrupt=0.5983 loss_corrupt=2.7253 wrong_frac=0.4916 init_acc_corrupt=0.4746 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3870 corrupt_frac_t_0p2_0p4=0.1932 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2153 out_w_norm=599.3128 out_g_norm=0.0138 loss_all=3.1937 init_gold_top10=0.4464 init_gold_top100=0.4533 +step=155700 micro_steps=155700 elapsed=33.4s lr=3.000000e-04 loss=2.7595 loss_recon=2.7595 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5930 corrupt_frac=1.0000 acc_corrupt=0.5930 loss_corrupt=2.7595 wrong_frac=0.4988 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1075 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3884 corrupt_frac_t_0p2_0p4=0.1973 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8420 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=599.4916 out_g_norm=0.0141 loss_all=3.1441 init_gold_top10=0.4388 init_gold_top100=0.4444 +step=155800 micro_steps=155800 elapsed=33.3s lr=3.000000e-04 loss=2.7730 loss_recon=2.7730 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5912 corrupt_frac=1.0000 acc_corrupt=0.5912 loss_corrupt=2.7730 wrong_frac=0.5006 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.2137 acc_corrupt_t_0p2_0p4=0.3958 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6752 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=599.6667 out_g_norm=0.0142 loss_all=2.7034 init_gold_top10=0.5049 init_gold_top100=0.5107 +step=155900 micro_steps=155900 elapsed=33.4s lr=3.000000e-04 loss=2.8013 loss_recon=2.8013 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.8013 wrong_frac=0.5048 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2134 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1875 out_w_norm=599.8463 out_g_norm=0.0142 loss_all=2.3857 init_gold_top10=0.5227 init_gold_top100=0.5279 +step=156000 micro_steps=156000 elapsed=33.4s lr=3.000000e-04 loss=2.7568 loss_recon=2.7568 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5935 corrupt_frac=1.0000 acc_corrupt=0.5935 loss_corrupt=2.7568 wrong_frac=0.4975 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3899 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6633 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=600.0244 out_g_norm=0.0139 loss_all=2.8029 init_gold_top10=0.4961 init_gold_top100=0.4986 +step=156100 micro_steps=156100 elapsed=34.9s lr=3.000000e-04 loss=2.7763 loss_recon=2.7763 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5918 corrupt_frac=1.0000 acc_corrupt=0.5918 loss_corrupt=2.7763 wrong_frac=0.4980 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3923 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1859 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2144 out_w_norm=600.2039 out_g_norm=0.0141 loss_all=2.7291 init_gold_top10=0.5264 init_gold_top100=0.5310 +step=156200 micro_steps=156200 elapsed=33.4s lr=3.000000e-04 loss=2.8309 loss_recon=2.8309 loss_meanflow=0.0000 mean_model_t=0.4908 mean_corrupt_t=0.4908 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5821 corrupt_frac=1.0000 acc_corrupt=0.5821 loss_corrupt=2.8309 wrong_frac=0.5088 init_acc_corrupt=0.4547 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3808 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1837 out_w_norm=600.3842 out_g_norm=0.0142 loss_all=3.2724 init_gold_top10=0.4384 init_gold_top100=0.4456 +step=156300 micro_steps=156300 elapsed=33.5s lr=3.000000e-04 loss=2.7365 loss_recon=2.7365 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5953 corrupt_frac=1.0000 acc_corrupt=0.5953 loss_corrupt=2.7365 wrong_frac=0.4967 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.1948 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2150 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1960 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=600.5637 out_g_norm=0.0139 loss_all=2.7127 init_gold_top10=0.5268 init_gold_top100=0.5333 +step=156400 micro_steps=156400 elapsed=33.6s lr=3.000000e-04 loss=2.7426 loss_recon=2.7426 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7426 wrong_frac=0.4976 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3925 corrupt_frac_t_0p2_0p4=0.2162 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.1844 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=600.7388 out_g_norm=0.0142 loss_all=1.9710 init_gold_top10=0.5930 init_gold_top100=0.5972 +step=156500 micro_steps=156500 elapsed=33.5s lr=3.000000e-04 loss=2.7294 loss_recon=2.7294 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5969 corrupt_frac=1.0000 acc_corrupt=0.5969 loss_corrupt=2.7294 wrong_frac=0.4946 init_acc_corrupt=0.4718 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3927 corrupt_frac_t_0p2_0p4=0.1926 acc_corrupt_t_0p4_0p6=0.6664 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8400 corrupt_frac_t_0p6_0p8=0.2141 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=600.9106 out_g_norm=0.0146 loss_all=2.7307 init_gold_top10=0.5095 init_gold_top100=0.5148 +step=156600 micro_steps=156600 elapsed=33.5s lr=3.000000e-04 loss=2.7599 loss_recon=2.7599 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7599 wrong_frac=0.4997 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.2077 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=601.0961 out_g_norm=0.0141 loss_all=2.3069 init_gold_top10=0.5616 init_gold_top100=0.5674 +step=156700 micro_steps=156700 elapsed=33.4s lr=3.000000e-04 loss=2.7279 loss_recon=2.7279 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5960 corrupt_frac=1.0000 acc_corrupt=0.5960 loss_corrupt=2.7279 wrong_frac=0.4971 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=601.2763 out_g_norm=0.0141 loss_all=2.5737 init_gold_top10=0.5346 init_gold_top100=0.5394 +step=156800 micro_steps=156800 elapsed=33.4s lr=3.000000e-04 loss=2.7702 loss_recon=2.7702 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5915 corrupt_frac=1.0000 acc_corrupt=0.5915 loss_corrupt=2.7702 wrong_frac=0.5006 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3844 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=601.4497 out_g_norm=0.0140 loss_all=3.3094 init_gold_top10=0.4240 init_gold_top100=0.4324 +step=156900 micro_steps=156900 elapsed=33.5s lr=3.000000e-04 loss=2.7490 loss_recon=2.7490 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7490 wrong_frac=0.5003 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3943 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6657 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=601.6220 out_g_norm=0.0139 loss_all=2.7509 init_gold_top10=0.4872 init_gold_top100=0.4926 +step=157000 micro_steps=157000 elapsed=33.4s lr=3.000000e-04 loss=2.7272 loss_recon=2.7272 loss_meanflow=0.0000 mean_model_t=0.5057 mean_corrupt_t=0.5057 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5978 corrupt_frac=1.0000 acc_corrupt=0.5978 loss_corrupt=2.7272 wrong_frac=0.4941 init_acc_corrupt=0.4726 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3957 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=601.7995 out_g_norm=0.0138 loss_all=3.3586 init_gold_top10=0.4319 init_gold_top100=0.4409 +step=157100 micro_steps=157100 elapsed=34.9s lr=3.000000e-04 loss=2.8034 loss_recon=2.8034 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5855 corrupt_frac=1.0000 acc_corrupt=0.5855 loss_corrupt=2.8034 wrong_frac=0.5064 init_acc_corrupt=0.4585 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3923 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6685 corrupt_frac_t_0p4_0p6=0.2108 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1935 out_w_norm=601.9806 out_g_norm=0.0140 loss_all=2.4668 init_gold_top10=0.5706 init_gold_top100=0.5781 +step=157200 micro_steps=157200 elapsed=33.4s lr=3.000000e-04 loss=2.7235 loss_recon=2.7235 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5982 corrupt_frac=1.0000 acc_corrupt=0.5982 loss_corrupt=2.7235 wrong_frac=0.4949 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1992 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2017 out_w_norm=602.1540 out_g_norm=0.0142 loss_all=2.3498 init_gold_top10=0.5569 init_gold_top100=0.5616 +step=157300 micro_steps=157300 elapsed=33.4s lr=3.000000e-04 loss=2.7546 loss_recon=2.7546 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5939 corrupt_frac=1.0000 acc_corrupt=0.5939 loss_corrupt=2.7546 wrong_frac=0.4992 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=602.3288 out_g_norm=0.0139 loss_all=2.7058 init_gold_top10=0.5715 init_gold_top100=0.5738 +step=157400 micro_steps=157400 elapsed=33.3s lr=3.000000e-04 loss=2.6685 loss_recon=2.6685 loss_meanflow=0.0000 mean_model_t=0.5098 mean_corrupt_t=0.5098 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6040 corrupt_frac=1.0000 acc_corrupt=0.6040 loss_corrupt=2.6685 wrong_frac=0.4903 init_acc_corrupt=0.4759 acc_corrupt_t_0p0_0p2=0.1092 corrupt_frac_t_0p0_0p2=0.1800 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=602.5172 out_g_norm=0.0140 loss_all=2.3434 init_gold_top10=0.5478 init_gold_top100=0.5515 +step=157500 micro_steps=157500 elapsed=33.3s lr=3.000000e-04 loss=2.7774 loss_recon=2.7774 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7774 wrong_frac=0.4999 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3797 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6640 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8492 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2030 out_w_norm=602.6909 out_g_norm=0.0140 loss_all=2.4692 init_gold_top10=0.5288 init_gold_top100=0.5339 +step=157600 micro_steps=157600 elapsed=33.3s lr=3.000000e-04 loss=2.7747 loss_recon=2.7747 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7747 wrong_frac=0.5020 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.1073 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=602.8655 out_g_norm=0.0140 loss_all=2.2901 init_gold_top10=0.5161 init_gold_top100=0.5189 +step=157700 micro_steps=157700 elapsed=33.5s lr=3.000000e-04 loss=2.7913 loss_recon=2.7913 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5877 corrupt_frac=1.0000 acc_corrupt=0.5877 loss_corrupt=2.7913 wrong_frac=0.5035 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.2052 acc_corrupt_t_0p4_0p6=0.6616 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1960 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1967 out_w_norm=603.0374 out_g_norm=0.0143 loss_all=3.1444 init_gold_top10=0.4637 init_gold_top100=0.4702 +step=157800 micro_steps=157800 elapsed=33.5s lr=3.000000e-04 loss=2.7204 loss_recon=2.7204 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5965 corrupt_frac=1.0000 acc_corrupt=0.5965 loss_corrupt=2.7204 wrong_frac=0.4966 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3913 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=603.2150 out_g_norm=0.0140 loss_all=2.7174 init_gold_top10=0.5139 init_gold_top100=0.5209 +step=157900 micro_steps=157900 elapsed=33.3s lr=3.000000e-04 loss=2.7262 loss_recon=2.7262 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5960 corrupt_frac=1.0000 acc_corrupt=0.5960 loss_corrupt=2.7262 wrong_frac=0.4993 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3942 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=603.3933 out_g_norm=0.0141 loss_all=3.0646 init_gold_top10=0.4729 init_gold_top100=0.4786 +step=158000 micro_steps=158000 elapsed=33.4s lr=3.000000e-04 loss=2.8317 loss_recon=2.8317 loss_meanflow=0.0000 mean_model_t=0.4909 mean_corrupt_t=0.4909 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5819 corrupt_frac=1.0000 acc_corrupt=0.5819 loss_corrupt=2.8317 wrong_frac=0.5097 init_acc_corrupt=0.4543 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.2191 acc_corrupt_t_0p4_0p6=0.6602 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1891 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=603.5664 out_g_norm=0.0138 loss_all=2.8461 init_gold_top10=0.4908 init_gold_top100=0.4962 +step=158100 micro_steps=158100 elapsed=34.8s lr=3.000000e-04 loss=2.7037 loss_recon=2.7037 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5985 corrupt_frac=1.0000 acc_corrupt=0.5985 loss_corrupt=2.7037 wrong_frac=0.4969 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1095 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3905 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6710 corrupt_frac_t_0p4_0p6=0.2175 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1979 out_w_norm=603.7501 out_g_norm=0.0139 loss_all=2.9602 init_gold_top10=0.4744 init_gold_top100=0.4803 +step=158200 micro_steps=158200 elapsed=33.4s lr=3.000000e-04 loss=2.7728 loss_recon=2.7728 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7728 wrong_frac=0.5022 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3926 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.2052 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=603.9253 out_g_norm=0.0139 loss_all=2.4910 init_gold_top10=0.5406 init_gold_top100=0.5458 +step=158300 micro_steps=158300 elapsed=33.4s lr=3.000000e-04 loss=2.7811 loss_recon=2.7811 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7811 wrong_frac=0.5025 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3868 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=604.1012 out_g_norm=0.0138 loss_all=2.9115 init_gold_top10=0.4924 init_gold_top100=0.4984 +step=158400 micro_steps=158400 elapsed=33.3s lr=3.000000e-04 loss=2.7813 loss_recon=2.7813 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5893 corrupt_frac=1.0000 acc_corrupt=0.5893 loss_corrupt=2.7813 wrong_frac=0.5008 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6613 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=604.2761 out_g_norm=0.0138 loss_all=2.9491 init_gold_top10=0.4884 init_gold_top100=0.4931 +step=158500 micro_steps=158500 elapsed=33.2s lr=3.000000e-04 loss=2.8061 loss_recon=2.8061 loss_meanflow=0.0000 mean_model_t=0.4931 mean_corrupt_t=0.4931 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8061 wrong_frac=0.5069 init_acc_corrupt=0.4573 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=604.4535 out_g_norm=0.0142 loss_all=2.9151 init_gold_top10=0.4681 init_gold_top100=0.4740 +step=158600 micro_steps=158600 elapsed=33.2s lr=3.000000e-04 loss=2.7377 loss_recon=2.7377 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7377 wrong_frac=0.4988 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3891 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=604.6332 out_g_norm=0.0137 loss_all=2.3574 init_gold_top10=0.5415 init_gold_top100=0.5464 +step=158700 micro_steps=158700 elapsed=33.2s lr=3.000000e-04 loss=2.7831 loss_recon=2.7831 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5889 corrupt_frac=1.0000 acc_corrupt=0.5889 loss_corrupt=2.7831 wrong_frac=0.5024 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3946 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=604.8034 out_g_norm=0.0138 loss_all=2.3934 init_gold_top10=0.5743 init_gold_top100=0.5802 +step=158800 micro_steps=158800 elapsed=33.2s lr=3.000000e-04 loss=2.8221 loss_recon=2.8221 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5841 corrupt_frac=1.0000 acc_corrupt=0.5841 loss_corrupt=2.8221 wrong_frac=0.5045 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.3883 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=604.9772 out_g_norm=0.0140 loss_all=3.0666 init_gold_top10=0.4674 init_gold_top100=0.4732 +step=158900 micro_steps=158900 elapsed=33.2s lr=3.000000e-04 loss=2.8163 loss_recon=2.8163 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5844 corrupt_frac=1.0000 acc_corrupt=0.5844 loss_corrupt=2.8163 wrong_frac=0.5064 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.2061 acc_corrupt_t_0p4_0p6=0.6613 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=605.1652 out_g_norm=0.0141 loss_all=1.8865 init_gold_top10=0.4862 init_gold_top100=0.4911 +step=159000 micro_steps=159000 elapsed=33.2s lr=3.000000e-04 loss=2.7408 loss_recon=2.7408 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5950 corrupt_frac=1.0000 acc_corrupt=0.5950 loss_corrupt=2.7408 wrong_frac=0.4965 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=605.3440 out_g_norm=0.0140 loss_all=3.5513 init_gold_top10=0.4079 init_gold_top100=0.4143 +step=159100 micro_steps=159100 elapsed=34.5s lr=3.000000e-04 loss=2.8107 loss_recon=2.8107 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5862 corrupt_frac=1.0000 acc_corrupt=0.5862 loss_corrupt=2.8107 wrong_frac=0.5065 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.2209 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=605.5197 out_g_norm=0.0138 loss_all=3.0492 init_gold_top10=0.4490 init_gold_top100=0.4557 +step=159200 micro_steps=159200 elapsed=33.4s lr=3.000000e-04 loss=2.7789 loss_recon=2.7789 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7789 wrong_frac=0.5023 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3959 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=605.6970 out_g_norm=0.0140 loss_all=3.5162 init_gold_top10=0.4257 init_gold_top100=0.4362 +step=159300 micro_steps=159300 elapsed=33.1s lr=3.000000e-04 loss=2.7819 loss_recon=2.7819 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7819 wrong_frac=0.5052 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3943 corrupt_frac_t_0p2_0p4=0.2137 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=605.8790 out_g_norm=0.0138 loss_all=2.4023 init_gold_top10=0.5367 init_gold_top100=0.5414 +step=159400 micro_steps=159400 elapsed=33.3s lr=3.000000e-04 loss=2.7344 loss_recon=2.7344 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5954 corrupt_frac=1.0000 acc_corrupt=0.5954 loss_corrupt=2.7344 wrong_frac=0.4976 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=606.0580 out_g_norm=0.0142 loss_all=2.5730 init_gold_top10=0.5129 init_gold_top100=0.5185 +step=159500 micro_steps=159500 elapsed=33.3s lr=3.000000e-04 loss=2.7975 loss_recon=2.7975 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.7975 wrong_frac=0.5009 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3807 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.2100 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1982 out_w_norm=606.2318 out_g_norm=0.0139 loss_all=3.1532 init_gold_top10=0.4450 init_gold_top100=0.4544 +step=159600 micro_steps=159600 elapsed=33.2s lr=3.000000e-04 loss=2.8162 loss_recon=2.8162 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.8162 wrong_frac=0.5049 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.1951 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=606.4159 out_g_norm=0.0139 loss_all=2.7146 init_gold_top10=0.5131 init_gold_top100=0.5191 +step=159700 micro_steps=159700 elapsed=33.1s lr=3.000000e-04 loss=2.7091 loss_recon=2.7091 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5989 corrupt_frac=1.0000 acc_corrupt=0.5989 loss_corrupt=2.7091 wrong_frac=0.4967 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3883 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=606.5915 out_g_norm=0.0139 loss_all=2.0926 init_gold_top10=0.5575 init_gold_top100=0.5637 +step=159800 micro_steps=159800 elapsed=33.4s lr=3.000000e-04 loss=2.7320 loss_recon=2.7320 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7320 wrong_frac=0.4975 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3912 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6616 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=606.7701 out_g_norm=0.0142 loss_all=2.9392 init_gold_top10=0.4934 init_gold_top100=0.4996 +step=159900 micro_steps=159900 elapsed=33.4s lr=3.000000e-04 loss=2.7460 loss_recon=2.7460 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5936 corrupt_frac=1.0000 acc_corrupt=0.5936 loss_corrupt=2.7460 wrong_frac=0.4968 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3767 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=606.9526 out_g_norm=0.0138 loss_all=2.7882 init_gold_top10=0.4767 init_gold_top100=0.4823 +step=160000 micro_steps=160000 elapsed=33.4s lr=3.000000e-04 loss=2.7192 loss_recon=2.7192 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5972 corrupt_frac=1.0000 acc_corrupt=0.5972 loss_corrupt=2.7192 wrong_frac=0.4965 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=607.1220 out_g_norm=0.0139 loss_all=2.4872 init_gold_top10=0.5204 init_gold_top100=0.5244 +step=160100 micro_steps=160100 elapsed=44.4s lr=3.000000e-04 loss=2.8864 loss_recon=2.8864 loss_meanflow=0.0000 mean_model_t=0.4866 mean_corrupt_t=0.4866 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5756 corrupt_frac=1.0000 acc_corrupt=0.5756 loss_corrupt=2.8864 wrong_frac=0.5135 init_acc_corrupt=0.4499 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2150 acc_corrupt_t_0p2_0p4=0.3815 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6640 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=607.2948 out_g_norm=0.0143 loss_all=2.8186 init_gold_top10=0.4556 init_gold_top100=0.4611 +step=160200 micro_steps=160200 elapsed=53.4s lr=3.000000e-04 loss=2.7534 loss_recon=2.7534 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5924 corrupt_frac=1.0000 acc_corrupt=0.5924 loss_corrupt=2.7534 wrong_frac=0.4993 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.1841 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=607.4720 out_g_norm=0.0139 loss_all=3.2548 init_gold_top10=0.4101 init_gold_top100=0.4186 +step=160300 micro_steps=160300 elapsed=53.4s lr=3.000000e-04 loss=2.7641 loss_recon=2.7641 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5921 corrupt_frac=1.0000 acc_corrupt=0.5921 loss_corrupt=2.7641 wrong_frac=0.5012 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.2137 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=607.6466 out_g_norm=0.0138 loss_all=3.0905 init_gold_top10=0.4656 init_gold_top100=0.4715 +step=160400 micro_steps=160400 elapsed=53.2s lr=3.000000e-04 loss=2.7186 loss_recon=2.7186 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5994 corrupt_frac=1.0000 acc_corrupt=0.5994 loss_corrupt=2.7186 wrong_frac=0.4945 init_acc_corrupt=0.4723 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3941 corrupt_frac_t_0p2_0p4=0.1875 acc_corrupt_t_0p4_0p6=0.6729 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=607.8181 out_g_norm=0.0137 loss_all=2.0406 init_gold_top10=0.5959 init_gold_top100=0.5999 +step=160500 micro_steps=160500 elapsed=53.3s lr=3.000000e-04 loss=2.8353 loss_recon=2.8353 loss_meanflow=0.0000 mean_model_t=0.4895 mean_corrupt_t=0.4895 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5820 corrupt_frac=1.0000 acc_corrupt=0.5820 loss_corrupt=2.8353 wrong_frac=0.5102 init_acc_corrupt=0.4537 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2122 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=607.9938 out_g_norm=0.0137 loss_all=2.6450 init_gold_top10=0.5219 init_gold_top100=0.5255 +step=160600 micro_steps=160600 elapsed=53.3s lr=3.000000e-04 loss=2.8044 loss_recon=2.8044 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8044 wrong_frac=0.5048 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3894 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=608.1606 out_g_norm=0.0140 loss_all=3.0100 init_gold_top10=0.4582 init_gold_top100=0.4648 +step=160700 micro_steps=160700 elapsed=53.3s lr=3.000000e-04 loss=2.8015 loss_recon=2.8015 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.8015 wrong_frac=0.5028 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3979 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6588 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=608.3438 out_g_norm=0.0137 loss_all=3.3247 init_gold_top10=0.4356 init_gold_top100=0.4420 +step=160800 micro_steps=160800 elapsed=53.1s lr=3.000000e-04 loss=2.7675 loss_recon=2.7675 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7675 wrong_frac=0.5011 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6657 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.2134 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=608.5233 out_g_norm=0.0137 loss_all=3.0137 init_gold_top10=0.4856 init_gold_top100=0.4922 +step=160900 micro_steps=160900 elapsed=33.2s lr=3.000000e-04 loss=2.8024 loss_recon=2.8024 loss_meanflow=0.0000 mean_model_t=0.4921 mean_corrupt_t=0.4921 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.8024 wrong_frac=0.5080 init_acc_corrupt=0.4576 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2153 acc_corrupt_t_0p2_0p4=0.4009 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1847 out_w_norm=608.7024 out_g_norm=0.0138 loss_all=1.8371 init_gold_top10=0.5958 init_gold_top100=0.5974 +step=161000 micro_steps=161000 elapsed=33.3s lr=3.000000e-04 loss=2.8333 loss_recon=2.8333 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5835 corrupt_frac=1.0000 acc_corrupt=0.5835 loss_corrupt=2.8333 wrong_frac=0.5066 init_acc_corrupt=0.4576 acc_corrupt_t_0p0_0p2=0.1069 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.3810 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6661 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1834 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=608.8749 out_g_norm=0.0138 loss_all=3.5321 init_gold_top10=0.4133 init_gold_top100=0.4214 +step=161100 micro_steps=161100 elapsed=34.6s lr=3.000000e-04 loss=2.7534 loss_recon=2.7534 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5936 corrupt_frac=1.0000 acc_corrupt=0.5936 loss_corrupt=2.7534 wrong_frac=0.4986 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2014 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=609.0521 out_g_norm=0.0139 loss_all=2.9867 init_gold_top10=0.4789 init_gold_top100=0.4846 +step=161200 micro_steps=161200 elapsed=33.3s lr=3.000000e-04 loss=2.7622 loss_recon=2.7622 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5929 corrupt_frac=1.0000 acc_corrupt=0.5929 loss_corrupt=2.7622 wrong_frac=0.4966 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3896 corrupt_frac_t_0p2_0p4=0.1878 acc_corrupt_t_0p4_0p6=0.6692 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.1951 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=609.2372 out_g_norm=0.0139 loss_all=1.7658 init_gold_top10=0.6392 init_gold_top100=0.6412 +step=161300 micro_steps=161300 elapsed=33.4s lr=3.000000e-04 loss=2.7402 loss_recon=2.7402 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5948 corrupt_frac=1.0000 acc_corrupt=0.5948 loss_corrupt=2.7402 wrong_frac=0.4952 init_acc_corrupt=0.4710 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6606 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.2147 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=609.4153 out_g_norm=0.0137 loss_all=2.1548 init_gold_top10=0.5641 init_gold_top100=0.5682 +step=161400 micro_steps=161400 elapsed=33.4s lr=3.000000e-04 loss=2.7311 loss_recon=2.7311 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7311 wrong_frac=0.4976 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1083 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6734 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1976 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=609.5903 out_g_norm=0.0140 loss_all=2.4665 init_gold_top10=0.5327 init_gold_top100=0.5359 +step=161500 micro_steps=161500 elapsed=33.3s lr=3.000000e-04 loss=2.7351 loss_recon=2.7351 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5954 corrupt_frac=1.0000 acc_corrupt=0.5954 loss_corrupt=2.7351 wrong_frac=0.4968 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6679 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=609.7775 out_g_norm=0.0141 loss_all=3.0155 init_gold_top10=0.4523 init_gold_top100=0.4585 +step=161600 micro_steps=161600 elapsed=33.4s lr=3.000000e-04 loss=2.8072 loss_recon=2.8072 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5853 corrupt_frac=1.0000 acc_corrupt=0.5853 loss_corrupt=2.8072 wrong_frac=0.5063 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=609.9618 out_g_norm=0.0139 loss_all=2.3480 init_gold_top10=0.5521 init_gold_top100=0.5585 +step=161700 micro_steps=161700 elapsed=33.3s lr=3.000000e-04 loss=2.6854 loss_recon=2.6854 loss_meanflow=0.0000 mean_model_t=0.5104 mean_corrupt_t=0.5104 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6022 corrupt_frac=1.0000 acc_corrupt=0.6022 loss_corrupt=2.6854 wrong_frac=0.4897 init_acc_corrupt=0.4778 acc_corrupt_t_0p0_0p2=0.0975 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3908 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.1856 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.2125 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2141 out_w_norm=610.1440 out_g_norm=0.0138 loss_all=2.7243 init_gold_top10=0.5060 init_gold_top100=0.5104 +step=161800 micro_steps=161800 elapsed=33.3s lr=3.000000e-04 loss=2.7398 loss_recon=2.7398 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5951 corrupt_frac=1.0000 acc_corrupt=0.5951 loss_corrupt=2.7398 wrong_frac=0.4978 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3924 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=610.3172 out_g_norm=0.0137 loss_all=3.2329 init_gold_top10=0.4436 init_gold_top100=0.4492 +step=161900 micro_steps=161900 elapsed=33.3s lr=3.000000e-04 loss=2.7665 loss_recon=2.7665 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7665 wrong_frac=0.4997 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=610.4841 out_g_norm=0.0138 loss_all=2.9017 init_gold_top10=0.4908 init_gold_top100=0.4978 +step=162000 micro_steps=162000 elapsed=33.4s lr=3.000000e-04 loss=2.7799 loss_recon=2.7799 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5901 corrupt_frac=1.0000 acc_corrupt=0.5901 loss_corrupt=2.7799 wrong_frac=0.5004 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3789 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6710 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=610.6589 out_g_norm=0.0137 loss_all=2.3658 init_gold_top10=0.5651 init_gold_top100=0.5704 +step=162100 micro_steps=162100 elapsed=34.8s lr=3.000000e-04 loss=2.7853 loss_recon=2.7853 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.7853 wrong_frac=0.5015 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=610.8374 out_g_norm=0.0139 loss_all=2.9624 init_gold_top10=0.4640 init_gold_top100=0.4694 +step=162200 micro_steps=162200 elapsed=33.3s lr=3.000000e-04 loss=2.7531 loss_recon=2.7531 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5931 corrupt_frac=1.0000 acc_corrupt=0.5931 loss_corrupt=2.7531 wrong_frac=0.4996 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3880 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6735 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=611.0242 out_g_norm=0.0138 loss_all=2.4289 init_gold_top10=0.5198 init_gold_top100=0.5245 +step=162300 micro_steps=162300 elapsed=33.4s lr=3.000000e-04 loss=2.7352 loss_recon=2.7352 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7352 wrong_frac=0.5012 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.1107 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3974 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=611.2007 out_g_norm=0.0136 loss_all=1.9184 init_gold_top10=0.5932 init_gold_top100=0.5959 +step=162400 micro_steps=162400 elapsed=33.4s lr=3.000000e-04 loss=2.7419 loss_recon=2.7419 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5936 corrupt_frac=1.0000 acc_corrupt=0.5936 loss_corrupt=2.7419 wrong_frac=0.4969 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3941 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6654 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.1998 acc_corrupt_t_0p8_1p0=0.9614 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=611.3733 out_g_norm=0.0138 loss_all=3.0005 init_gold_top10=0.4613 init_gold_top100=0.4680 +step=162500 micro_steps=162500 elapsed=33.3s lr=3.000000e-04 loss=2.7337 loss_recon=2.7337 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5952 corrupt_frac=1.0000 acc_corrupt=0.5952 loss_corrupt=2.7337 wrong_frac=0.4963 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3825 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=611.5424 out_g_norm=0.0139 loss_all=3.4986 init_gold_top10=0.4334 init_gold_top100=0.4417 +step=162600 micro_steps=162600 elapsed=33.3s lr=3.000000e-04 loss=2.6282 loss_recon=2.6282 loss_meanflow=0.0000 mean_model_t=0.5148 mean_corrupt_t=0.5148 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6083 corrupt_frac=1.0000 acc_corrupt=0.6083 loss_corrupt=2.6282 wrong_frac=0.4850 init_acc_corrupt=0.4814 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.1853 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2197 out_w_norm=611.7192 out_g_norm=0.0141 loss_all=2.6963 init_gold_top10=0.5014 init_gold_top100=0.5057 +step=162700 micro_steps=162700 elapsed=33.3s lr=3.000000e-04 loss=2.7939 loss_recon=2.7939 loss_meanflow=0.0000 mean_model_t=0.4929 mean_corrupt_t=0.4929 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5855 corrupt_frac=1.0000 acc_corrupt=0.5855 loss_corrupt=2.7939 wrong_frac=0.5076 init_acc_corrupt=0.4570 acc_corrupt_t_0p0_0p2=0.1083 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3860 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.2058 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=611.8897 out_g_norm=0.0135 loss_all=2.3267 init_gold_top10=0.4980 init_gold_top100=0.5037 +step=162800 micro_steps=162800 elapsed=33.3s lr=3.000000e-04 loss=2.7946 loss_recon=2.7946 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5855 corrupt_frac=1.0000 acc_corrupt=0.5855 loss_corrupt=2.7946 wrong_frac=0.5077 init_acc_corrupt=0.4564 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.3834 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1816 out_w_norm=612.0767 out_g_norm=0.0140 loss_all=3.4233 init_gold_top10=0.4001 init_gold_top100=0.4062 +step=162900 micro_steps=162900 elapsed=33.3s lr=3.000000e-04 loss=2.7334 loss_recon=2.7334 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7334 wrong_frac=0.4995 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3894 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2119 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=612.2546 out_g_norm=0.0138 loss_all=3.3860 init_gold_top10=0.4362 init_gold_top100=0.4445 +step=163000 micro_steps=163000 elapsed=33.3s lr=3.000000e-04 loss=2.7407 loss_recon=2.7407 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5939 corrupt_frac=1.0000 acc_corrupt=0.5939 loss_corrupt=2.7407 wrong_frac=0.5002 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.1976 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9602 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=612.4410 out_g_norm=0.0136 loss_all=2.7663 init_gold_top10=0.4958 init_gold_top100=0.5018 +step=163100 micro_steps=163100 elapsed=34.7s lr=3.000000e-04 loss=2.7251 loss_recon=2.7251 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5961 corrupt_frac=1.0000 acc_corrupt=0.5961 loss_corrupt=2.7251 wrong_frac=0.4959 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=612.6202 out_g_norm=0.0137 loss_all=2.2858 init_gold_top10=0.5647 init_gold_top100=0.5698 +step=163200 micro_steps=163200 elapsed=33.2s lr=3.000000e-04 loss=2.8073 loss_recon=2.8073 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5860 corrupt_frac=1.0000 acc_corrupt=0.5860 loss_corrupt=2.8073 wrong_frac=0.5035 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.1970 out_w_norm=612.7922 out_g_norm=0.0137 loss_all=2.6421 init_gold_top10=0.5214 init_gold_top100=0.5274 +step=163300 micro_steps=163300 elapsed=33.2s lr=3.000000e-04 loss=2.6709 loss_recon=2.6709 loss_meanflow=0.0000 mean_model_t=0.5102 mean_corrupt_t=0.5102 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6028 corrupt_frac=1.0000 acc_corrupt=0.6028 loss_corrupt=2.6709 wrong_frac=0.4898 init_acc_corrupt=0.4767 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.1812 acc_corrupt_t_0p2_0p4=0.3850 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=612.9658 out_g_norm=0.0135 loss_all=2.6398 init_gold_top10=0.5201 init_gold_top100=0.5257 +step=163400 micro_steps=163400 elapsed=33.1s lr=3.000000e-04 loss=2.7978 loss_recon=2.7978 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.7978 wrong_frac=0.5052 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3794 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.1948 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.2131 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1897 out_w_norm=613.1392 out_g_norm=0.0137 loss_all=2.5927 init_gold_top10=0.5088 init_gold_top100=0.5131 +step=163500 micro_steps=163500 elapsed=33.2s lr=3.000000e-04 loss=2.7572 loss_recon=2.7572 loss_meanflow=0.0000 mean_model_t=0.5062 mean_corrupt_t=0.5062 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5946 corrupt_frac=1.0000 acc_corrupt=0.5946 loss_corrupt=2.7572 wrong_frac=0.4938 init_acc_corrupt=0.4718 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2058 acc_corrupt_t_0p2_0p4=0.3812 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2144 out_w_norm=613.3222 out_g_norm=0.0138 loss_all=2.4956 init_gold_top10=0.5205 init_gold_top100=0.5240 +step=163600 micro_steps=163600 elapsed=33.2s lr=3.000000e-04 loss=2.7711 loss_recon=2.7711 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5922 corrupt_frac=1.0000 acc_corrupt=0.5922 loss_corrupt=2.7711 wrong_frac=0.4993 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3819 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6740 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=613.4981 out_g_norm=0.0138 loss_all=3.1738 init_gold_top10=0.4536 init_gold_top100=0.4608 +step=163700 micro_steps=163700 elapsed=33.2s lr=3.000000e-04 loss=2.6571 loss_recon=2.6571 loss_meanflow=0.0000 mean_model_t=0.5080 mean_corrupt_t=0.5080 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6041 corrupt_frac=1.0000 acc_corrupt=0.6041 loss_corrupt=2.6571 wrong_frac=0.4920 init_acc_corrupt=0.4750 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1831 acc_corrupt_t_0p2_0p4=0.3957 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=613.6708 out_g_norm=0.0137 loss_all=2.2607 init_gold_top10=0.5545 init_gold_top100=0.5597 +step=163800 micro_steps=163800 elapsed=33.3s lr=3.000000e-04 loss=2.7440 loss_recon=2.7440 loss_meanflow=0.0000 mean_model_t=0.5059 mean_corrupt_t=0.5059 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5957 corrupt_frac=1.0000 acc_corrupt=0.5957 loss_corrupt=2.7440 wrong_frac=0.4943 init_acc_corrupt=0.4715 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1989 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2128 out_w_norm=613.8379 out_g_norm=0.0135 loss_all=2.4884 init_gold_top10=0.5308 init_gold_top100=0.5339 +step=163900 micro_steps=163900 elapsed=33.2s lr=3.000000e-04 loss=2.7348 loss_recon=2.7348 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5964 corrupt_frac=1.0000 acc_corrupt=0.5964 loss_corrupt=2.7348 wrong_frac=0.4955 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2020 acc_corrupt_t_0p2_0p4=0.3959 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1856 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2134 out_w_norm=614.0125 out_g_norm=0.0137 loss_all=2.9341 init_gold_top10=0.4642 init_gold_top100=0.4714 +step=164000 micro_steps=164000 elapsed=33.2s lr=3.000000e-04 loss=2.7093 loss_recon=2.7093 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5991 corrupt_frac=1.0000 acc_corrupt=0.5991 loss_corrupt=2.7093 wrong_frac=0.4952 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.1862 acc_corrupt_t_0p2_0p4=0.3864 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=614.1852 out_g_norm=0.0141 loss_all=2.2910 init_gold_top10=0.4528 init_gold_top100=0.4589 +step=164100 micro_steps=164100 elapsed=34.8s lr=3.000000e-04 loss=2.7250 loss_recon=2.7250 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5962 corrupt_frac=1.0000 acc_corrupt=0.5962 loss_corrupt=2.7250 wrong_frac=0.4993 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3949 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.2162 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=614.3551 out_g_norm=0.0142 loss_all=2.9362 init_gold_top10=0.4455 init_gold_top100=0.4507 +step=164200 micro_steps=164200 elapsed=33.4s lr=3.000000e-04 loss=2.7147 loss_recon=2.7147 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5975 corrupt_frac=1.0000 acc_corrupt=0.5975 loss_corrupt=2.7147 wrong_frac=0.4952 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3928 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=614.5331 out_g_norm=0.0139 loss_all=2.7557 init_gold_top10=0.5152 init_gold_top100=0.5222 +step=164300 micro_steps=164300 elapsed=33.8s lr=3.000000e-04 loss=2.7963 loss_recon=2.7963 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5882 corrupt_frac=1.0000 acc_corrupt=0.5882 loss_corrupt=2.7963 wrong_frac=0.5016 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=614.7057 out_g_norm=0.0135 loss_all=2.8037 init_gold_top10=0.4847 init_gold_top100=0.4914 +step=164400 micro_steps=164400 elapsed=34.0s lr=3.000000e-04 loss=2.8121 loss_recon=2.8121 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5843 corrupt_frac=1.0000 acc_corrupt=0.5843 loss_corrupt=2.8121 wrong_frac=0.5061 init_acc_corrupt=0.4573 acc_corrupt_t_0p0_0p2=0.1073 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3813 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=614.8728 out_g_norm=0.0138 loss_all=2.0361 init_gold_top10=0.5623 init_gold_top100=0.5673 +step=164500 micro_steps=164500 elapsed=34.7s lr=3.000000e-04 loss=2.7653 loss_recon=2.7653 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7653 wrong_frac=0.5047 init_acc_corrupt=0.4606 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2030 acc_corrupt_t_0p2_0p4=0.3999 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=615.0496 out_g_norm=0.0137 loss_all=2.8479 init_gold_top10=0.4860 init_gold_top100=0.4914 +step=164600 micro_steps=164600 elapsed=33.7s lr=3.000000e-04 loss=2.7056 loss_recon=2.7056 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5993 corrupt_frac=1.0000 acc_corrupt=0.5993 loss_corrupt=2.7056 wrong_frac=0.4946 init_acc_corrupt=0.4726 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3952 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=615.2215 out_g_norm=0.0139 loss_all=3.0453 init_gold_top10=0.4626 init_gold_top100=0.4684 +step=164700 micro_steps=164700 elapsed=34.0s lr=3.000000e-04 loss=2.7415 loss_recon=2.7415 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5947 corrupt_frac=1.0000 acc_corrupt=0.5947 loss_corrupt=2.7415 wrong_frac=0.4970 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.2094 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=615.3990 out_g_norm=0.0138 loss_all=3.2392 init_gold_top10=0.4422 init_gold_top100=0.4496 +step=164800 micro_steps=164800 elapsed=33.9s lr=3.000000e-04 loss=2.7709 loss_recon=2.7709 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5913 corrupt_frac=1.0000 acc_corrupt=0.5913 loss_corrupt=2.7709 wrong_frac=0.4991 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3936 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6626 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=615.5715 out_g_norm=0.0136 loss_all=2.8246 init_gold_top10=0.4873 init_gold_top100=0.4945 +step=164900 micro_steps=164900 elapsed=33.1s lr=3.000000e-04 loss=2.6803 loss_recon=2.6803 loss_meanflow=0.0000 mean_model_t=0.5077 mean_corrupt_t=0.5077 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6028 corrupt_frac=1.0000 acc_corrupt=0.6028 loss_corrupt=2.6803 wrong_frac=0.4923 init_acc_corrupt=0.4748 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3959 corrupt_frac_t_0p2_0p4=0.1831 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=615.7427 out_g_norm=0.0136 loss_all=3.0895 init_gold_top10=0.4294 init_gold_top100=0.4347 +step=165000 micro_steps=165000 elapsed=33.2s lr=3.000000e-04 loss=2.7158 loss_recon=2.7158 loss_meanflow=0.0000 mean_model_t=0.5065 mean_corrupt_t=0.5065 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5983 corrupt_frac=1.0000 acc_corrupt=0.5983 loss_corrupt=2.7158 wrong_frac=0.4935 init_acc_corrupt=0.4728 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3850 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=615.9143 out_g_norm=0.0135 loss_all=3.4660 init_gold_top10=0.4272 init_gold_top100=0.4368 +step=165100 micro_steps=165100 elapsed=34.9s lr=3.000000e-04 loss=2.8083 loss_recon=2.8083 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5860 corrupt_frac=1.0000 acc_corrupt=0.5860 loss_corrupt=2.8083 wrong_frac=0.5048 init_acc_corrupt=0.4606 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=616.0883 out_g_norm=0.0135 loss_all=3.4877 init_gold_top10=0.4147 init_gold_top100=0.4228 +step=165200 micro_steps=165200 elapsed=33.1s lr=3.000000e-04 loss=2.7956 loss_recon=2.7956 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.7956 wrong_frac=0.5040 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3779 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1976 out_w_norm=616.2647 out_g_norm=0.0135 loss_all=3.1970 init_gold_top10=0.4677 init_gold_top100=0.4757 +step=165300 micro_steps=165300 elapsed=33.9s lr=3.000000e-04 loss=2.7733 loss_recon=2.7733 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5888 corrupt_frac=1.0000 acc_corrupt=0.5888 loss_corrupt=2.7733 wrong_frac=0.5048 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.1072 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.2132 acc_corrupt_t_0p4_0p6=0.6692 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=616.4394 out_g_norm=0.0136 loss_all=2.5273 init_gold_top10=0.5163 init_gold_top100=0.5226 +step=165400 micro_steps=165400 elapsed=33.2s lr=3.000000e-04 loss=2.7727 loss_recon=2.7727 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5894 corrupt_frac=1.0000 acc_corrupt=0.5894 loss_corrupt=2.7727 wrong_frac=0.5019 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=616.6113 out_g_norm=0.0136 loss_all=3.5221 init_gold_top10=0.4261 init_gold_top100=0.4320 +step=165500 micro_steps=165500 elapsed=33.2s lr=3.000000e-04 loss=2.7375 loss_recon=2.7375 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7375 wrong_frac=0.5002 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.2188 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.1869 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=616.7909 out_g_norm=0.0135 loss_all=2.6740 init_gold_top10=0.5233 init_gold_top100=0.5315 +step=165600 micro_steps=165600 elapsed=33.2s lr=3.000000e-04 loss=2.7254 loss_recon=2.7254 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7254 wrong_frac=0.4973 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=616.9738 out_g_norm=0.0139 loss_all=3.1655 init_gold_top10=0.4866 init_gold_top100=0.4946 +step=165700 micro_steps=165700 elapsed=33.1s lr=3.000000e-04 loss=2.7937 loss_recon=2.7937 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5878 corrupt_frac=1.0000 acc_corrupt=0.5878 loss_corrupt=2.7937 wrong_frac=0.5022 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6600 corrupt_frac_t_0p4_0p6=0.2119 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=617.1509 out_g_norm=0.0135 loss_all=2.7720 init_gold_top10=0.5096 init_gold_top100=0.5140 +step=165800 micro_steps=165800 elapsed=33.2s lr=3.000000e-04 loss=2.7505 loss_recon=2.7505 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7505 wrong_frac=0.4969 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3922 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6685 corrupt_frac_t_0p4_0p6=0.1837 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=617.3292 out_g_norm=0.0138 loss_all=3.1416 init_gold_top10=0.4671 init_gold_top100=0.4751 +step=165900 micro_steps=165900 elapsed=33.2s lr=3.000000e-04 loss=2.7412 loss_recon=2.7412 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5936 corrupt_frac=1.0000 acc_corrupt=0.5936 loss_corrupt=2.7412 wrong_frac=0.4982 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.3932 corrupt_frac_t_0p2_0p4=0.2162 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=617.5048 out_g_norm=0.0135 loss_all=2.9253 init_gold_top10=0.4587 init_gold_top100=0.4655 +step=166000 micro_steps=166000 elapsed=33.3s lr=3.000000e-04 loss=2.7099 loss_recon=2.7099 loss_meanflow=0.0000 mean_model_t=0.5063 mean_corrupt_t=0.5063 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5980 corrupt_frac=1.0000 acc_corrupt=0.5980 loss_corrupt=2.7099 wrong_frac=0.4937 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.1973 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=617.6736 out_g_norm=0.0135 loss_all=3.4650 init_gold_top10=0.4274 init_gold_top100=0.4338 +step=166100 micro_steps=166100 elapsed=34.6s lr=3.000000e-04 loss=2.8445 loss_recon=2.8445 loss_meanflow=0.0000 mean_model_t=0.4912 mean_corrupt_t=0.4912 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5808 corrupt_frac=1.0000 acc_corrupt=0.5808 loss_corrupt=2.8445 wrong_frac=0.5089 init_acc_corrupt=0.4553 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3791 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1878 out_w_norm=617.8561 out_g_norm=0.0137 loss_all=2.9322 init_gold_top10=0.4701 init_gold_top100=0.4747 +step=166200 micro_steps=166200 elapsed=33.2s lr=3.000000e-04 loss=2.7467 loss_recon=2.7467 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7467 wrong_frac=0.5003 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3887 corrupt_frac_t_0p2_0p4=0.2156 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=618.0289 out_g_norm=0.0136 loss_all=3.3371 init_gold_top10=0.4282 init_gold_top100=0.4341 +step=166300 micro_steps=166300 elapsed=33.2s lr=3.000000e-04 loss=2.7299 loss_recon=2.7299 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5958 corrupt_frac=1.0000 acc_corrupt=0.5958 loss_corrupt=2.7299 wrong_frac=0.4957 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3911 corrupt_frac_t_0p2_0p4=0.2150 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=618.1976 out_g_norm=0.0136 loss_all=2.4788 init_gold_top10=0.5384 init_gold_top100=0.5418 +step=166400 micro_steps=166400 elapsed=33.1s lr=3.000000e-04 loss=2.8511 loss_recon=2.8511 loss_meanflow=0.0000 mean_model_t=0.4903 mean_corrupt_t=0.4903 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5800 corrupt_frac=1.0000 acc_corrupt=0.5800 loss_corrupt=2.8511 wrong_frac=0.5097 init_acc_corrupt=0.4546 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.2014 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.2106 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1856 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=618.3788 out_g_norm=0.0137 loss_all=2.2027 init_gold_top10=0.5557 init_gold_top100=0.5609 +step=166500 micro_steps=166500 elapsed=33.2s lr=3.000000e-04 loss=2.7786 loss_recon=2.7786 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7786 wrong_frac=0.5014 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.2116 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.1859 acc_corrupt_t_0p4_0p6=0.6708 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=618.5535 out_g_norm=0.0139 loss_all=2.5989 init_gold_top10=0.5235 init_gold_top100=0.5283 +step=166600 micro_steps=166600 elapsed=33.1s lr=3.000000e-04 loss=2.7095 loss_recon=2.7095 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6001 corrupt_frac=1.0000 acc_corrupt=0.6001 loss_corrupt=2.7095 wrong_frac=0.4956 init_acc_corrupt=0.4709 acc_corrupt_t_0p0_0p2=0.1073 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3897 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6646 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=618.7210 out_g_norm=0.0135 loss_all=2.8993 init_gold_top10=0.5006 init_gold_top100=0.5059 +step=166700 micro_steps=166700 elapsed=33.2s lr=3.000000e-04 loss=2.8128 loss_recon=2.8128 loss_meanflow=0.0000 mean_model_t=0.4915 mean_corrupt_t=0.4915 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5848 corrupt_frac=1.0000 acc_corrupt=0.5848 loss_corrupt=2.8128 wrong_frac=0.5086 init_acc_corrupt=0.4572 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3936 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6630 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1926 out_w_norm=618.8959 out_g_norm=0.0136 loss_all=2.9222 init_gold_top10=0.4839 init_gold_top100=0.4901 +step=166800 micro_steps=166800 elapsed=33.2s lr=3.000000e-04 loss=2.6977 loss_recon=2.6977 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5993 corrupt_frac=1.0000 acc_corrupt=0.5993 loss_corrupt=2.6977 wrong_frac=0.4955 init_acc_corrupt=0.4715 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3868 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6710 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=619.0743 out_g_norm=0.0135 loss_all=2.7042 init_gold_top10=0.5354 init_gold_top100=0.5432 +step=166900 micro_steps=166900 elapsed=33.2s lr=3.000000e-04 loss=2.7068 loss_recon=2.7068 loss_meanflow=0.0000 mean_model_t=0.5071 mean_corrupt_t=0.5071 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5993 corrupt_frac=1.0000 acc_corrupt=0.5993 loss_corrupt=2.7068 wrong_frac=0.4930 init_acc_corrupt=0.4733 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3921 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=619.2459 out_g_norm=0.0138 loss_all=3.5191 init_gold_top10=0.4231 init_gold_top100=0.4307 +step=167000 micro_steps=167000 elapsed=33.2s lr=3.000000e-04 loss=2.7938 loss_recon=2.7938 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.7938 wrong_frac=0.5055 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3914 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.2153 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=619.4242 out_g_norm=0.0136 loss_all=2.8561 init_gold_top10=0.4674 init_gold_top100=0.4721 +step=167100 micro_steps=167100 elapsed=34.5s lr=3.000000e-04 loss=2.8524 loss_recon=2.8524 loss_meanflow=0.0000 mean_model_t=0.4906 mean_corrupt_t=0.4906 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5794 corrupt_frac=1.0000 acc_corrupt=0.5794 loss_corrupt=2.8524 wrong_frac=0.5098 init_acc_corrupt=0.4538 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3796 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.1957 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1884 out_w_norm=619.5980 out_g_norm=0.0133 loss_all=1.6638 init_gold_top10=0.6160 init_gold_top100=0.6190 +step=167200 micro_steps=167200 elapsed=33.4s lr=3.000000e-04 loss=2.7874 loss_recon=2.7874 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5881 corrupt_frac=1.0000 acc_corrupt=0.5881 loss_corrupt=2.7874 wrong_frac=0.5020 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.0992 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3932 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.1929 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=619.7672 out_g_norm=0.0136 loss_all=3.4445 init_gold_top10=0.4219 init_gold_top100=0.4302 +step=167300 micro_steps=167300 elapsed=33.5s lr=3.000000e-04 loss=2.7246 loss_recon=2.7246 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5961 corrupt_frac=1.0000 acc_corrupt=0.5961 loss_corrupt=2.7246 wrong_frac=0.4969 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.2039 acc_corrupt_t_0p4_0p6=0.6654 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8473 corrupt_frac_t_0p6_0p8=0.2131 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=619.9430 out_g_norm=0.0136 loss_all=3.3500 init_gold_top10=0.4241 init_gold_top100=0.4322 +step=167400 micro_steps=167400 elapsed=33.5s lr=3.000000e-04 loss=2.8734 loss_recon=2.8734 loss_meanflow=0.0000 mean_model_t=0.4878 mean_corrupt_t=0.4878 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5773 corrupt_frac=1.0000 acc_corrupt=0.5773 loss_corrupt=2.8734 wrong_frac=0.5123 init_acc_corrupt=0.4511 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2209 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.1825 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=620.1174 out_g_norm=0.0136 loss_all=2.0102 init_gold_top10=0.5815 init_gold_top100=0.5851 +step=167500 micro_steps=167500 elapsed=33.2s lr=3.000000e-04 loss=2.8410 loss_recon=2.8410 loss_meanflow=0.0000 mean_model_t=0.4903 mean_corrupt_t=0.4903 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5806 corrupt_frac=1.0000 acc_corrupt=0.5806 loss_corrupt=2.8410 wrong_frac=0.5096 init_acc_corrupt=0.4544 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=620.3040 out_g_norm=0.0135 loss_all=3.0156 init_gold_top10=0.4678 init_gold_top100=0.4747 +step=167600 micro_steps=167600 elapsed=33.3s lr=3.000000e-04 loss=2.7241 loss_recon=2.7241 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7241 wrong_frac=0.4944 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3824 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.2011 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=620.4819 out_g_norm=0.0135 loss_all=2.4314 init_gold_top10=0.4986 init_gold_top100=0.5036 +step=167700 micro_steps=167700 elapsed=33.3s lr=3.000000e-04 loss=2.7359 loss_recon=2.7359 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7359 wrong_frac=0.4960 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3855 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.1866 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=620.6491 out_g_norm=0.0134 loss_all=2.7294 init_gold_top10=0.5069 init_gold_top100=0.5120 +step=167800 micro_steps=167800 elapsed=33.1s lr=3.000000e-04 loss=2.7503 loss_recon=2.7503 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5939 corrupt_frac=1.0000 acc_corrupt=0.5939 loss_corrupt=2.7503 wrong_frac=0.4991 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3925 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6644 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=620.8213 out_g_norm=0.0135 loss_all=3.4254 init_gold_top10=0.4167 init_gold_top100=0.4237 +step=167900 micro_steps=167900 elapsed=33.2s lr=3.000000e-04 loss=2.6823 loss_recon=2.6823 loss_meanflow=0.0000 mean_model_t=0.5078 mean_corrupt_t=0.5078 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6028 corrupt_frac=1.0000 acc_corrupt=0.6028 loss_corrupt=2.6823 wrong_frac=0.4919 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.1074 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3845 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6730 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8494 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=620.9957 out_g_norm=0.0135 loss_all=2.9561 init_gold_top10=0.4978 init_gold_top100=0.5026 +step=168000 micro_steps=168000 elapsed=33.3s lr=3.000000e-04 loss=2.7137 loss_recon=2.7137 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5987 corrupt_frac=1.0000 acc_corrupt=0.5987 loss_corrupt=2.7137 wrong_frac=0.4963 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=621.1696 out_g_norm=0.0138 acc_corrupt_t_0p4_0p6=0.6720 corrupt_frac_t_0p4_0p6=0.2011 loss_all=2.5261 init_gold_top10=0.5300 init_gold_top100=0.5346 +step=168100 micro_steps=168100 elapsed=34.8s lr=3.000000e-04 loss=2.7711 loss_recon=2.7711 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7711 wrong_frac=0.5023 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=621.3437 out_g_norm=0.0135 loss_all=3.2105 init_gold_top10=0.4496 init_gold_top100=0.4564 +step=168200 micro_steps=168200 elapsed=33.4s lr=3.000000e-04 loss=2.7124 loss_recon=2.7124 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5974 corrupt_frac=1.0000 acc_corrupt=0.5974 loss_corrupt=2.7124 wrong_frac=0.4961 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6725 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=621.5194 out_g_norm=0.0137 loss_all=3.6303 init_gold_top10=0.3938 init_gold_top100=0.4040 +step=168300 micro_steps=168300 elapsed=33.2s lr=3.000000e-04 loss=2.7090 loss_recon=2.7090 loss_meanflow=0.0000 mean_model_t=0.5066 mean_corrupt_t=0.5066 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5990 corrupt_frac=1.0000 acc_corrupt=0.5990 loss_corrupt=2.7090 wrong_frac=0.4934 init_acc_corrupt=0.4721 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.1850 acc_corrupt_t_0p2_0p4=0.3812 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6623 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=621.6866 out_g_norm=0.0133 loss_all=2.9745 init_gold_top10=0.4849 init_gold_top100=0.4915 +step=168400 micro_steps=168400 elapsed=33.3s lr=3.000000e-04 loss=2.7309 loss_recon=2.7309 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7309 wrong_frac=0.4956 init_acc_corrupt=0.4710 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3806 corrupt_frac_t_0p2_0p4=0.1875 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=621.8611 out_g_norm=0.0136 loss_all=2.4830 init_gold_top10=0.5402 init_gold_top100=0.5446 +step=168500 micro_steps=168500 elapsed=33.1s lr=3.000000e-04 loss=2.8330 loss_recon=2.8330 loss_meanflow=0.0000 mean_model_t=0.4920 mean_corrupt_t=0.4920 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5828 corrupt_frac=1.0000 acc_corrupt=0.5828 loss_corrupt=2.8330 wrong_frac=0.5078 init_acc_corrupt=0.4572 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=622.0348 out_g_norm=0.0136 loss_all=2.5579 init_gold_top10=0.5212 init_gold_top100=0.5250 +step=168600 micro_steps=168600 elapsed=33.3s lr=3.000000e-04 loss=2.7945 loss_recon=2.7945 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7945 wrong_frac=0.5022 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.3887 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2020 out_w_norm=622.2198 out_g_norm=0.0140 loss_all=2.8842 init_gold_top10=0.4835 init_gold_top100=0.4875 +step=168700 micro_steps=168700 elapsed=33.1s lr=3.000000e-04 loss=2.7651 loss_recon=2.7651 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5913 corrupt_frac=1.0000 acc_corrupt=0.5913 loss_corrupt=2.7651 wrong_frac=0.5002 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3942 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=622.3945 out_g_norm=0.0135 loss_all=2.8672 init_gold_top10=0.4817 init_gold_top100=0.4870 +step=168800 micro_steps=168800 elapsed=33.2s lr=3.000000e-04 loss=2.7632 loss_recon=2.7632 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5918 corrupt_frac=1.0000 acc_corrupt=0.5918 loss_corrupt=2.7632 wrong_frac=0.5001 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3840 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=622.5694 out_g_norm=0.0135 loss_all=3.2107 init_gold_top10=0.4418 init_gold_top100=0.4477 +step=168900 micro_steps=168900 elapsed=33.2s lr=3.000000e-04 loss=2.7500 loss_recon=2.7500 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7500 wrong_frac=0.4995 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3912 corrupt_frac_t_0p2_0p4=0.1948 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=622.7405 out_g_norm=0.0135 loss_all=1.5546 init_gold_top10=0.6517 init_gold_top100=0.6548 +step=169000 micro_steps=169000 elapsed=33.1s lr=3.000000e-04 loss=2.8015 loss_recon=2.8015 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5877 corrupt_frac=1.0000 acc_corrupt=0.5877 loss_corrupt=2.8015 wrong_frac=0.5054 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3926 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.2033 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=622.9185 out_g_norm=0.0134 loss_all=3.2632 init_gold_top10=0.4154 init_gold_top100=0.4222 +step=169100 micro_steps=169100 elapsed=34.5s lr=3.000000e-04 loss=2.8068 loss_recon=2.8068 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5860 corrupt_frac=1.0000 acc_corrupt=0.5860 loss_corrupt=2.8068 wrong_frac=0.5053 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3805 corrupt_frac_t_0p2_0p4=0.2206 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8487 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=623.0895 out_g_norm=0.0134 loss_all=2.7168 init_gold_top10=0.4926 init_gold_top100=0.4981 +step=169200 micro_steps=169200 elapsed=33.2s lr=3.000000e-04 loss=2.7757 loss_recon=2.7757 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5893 corrupt_frac=1.0000 acc_corrupt=0.5893 loss_corrupt=2.7757 wrong_frac=0.5033 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3840 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=623.2662 out_g_norm=0.0133 loss_all=2.8919 init_gold_top10=0.4835 init_gold_top100=0.4905 +step=169300 micro_steps=169300 elapsed=33.4s lr=3.000000e-04 loss=2.8222 loss_recon=2.8222 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5834 corrupt_frac=1.0000 acc_corrupt=0.5834 loss_corrupt=2.8222 wrong_frac=0.5068 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=623.4393 out_g_norm=0.0133 loss_all=3.3940 init_gold_top10=0.4319 init_gold_top100=0.4393 +step=169400 micro_steps=169400 elapsed=33.4s lr=3.000000e-04 loss=2.7579 loss_recon=2.7579 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5923 corrupt_frac=1.0000 acc_corrupt=0.5923 loss_corrupt=2.7579 wrong_frac=0.5016 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3937 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=623.6072 out_g_norm=0.0139 loss_all=2.4020 init_gold_top10=0.5470 init_gold_top100=0.5527 +step=169500 micro_steps=169500 elapsed=33.4s lr=3.000000e-04 loss=2.7756 loss_recon=2.7756 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5903 corrupt_frac=1.0000 acc_corrupt=0.5903 loss_corrupt=2.7756 wrong_frac=0.4990 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3778 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=623.7703 out_g_norm=0.0133 loss_all=2.5580 init_gold_top10=0.5520 init_gold_top100=0.5572 +step=169600 micro_steps=169600 elapsed=33.2s lr=3.000000e-04 loss=2.7664 loss_recon=2.7664 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5919 corrupt_frac=1.0000 acc_corrupt=0.5919 loss_corrupt=2.7664 wrong_frac=0.5014 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6747 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=623.9446 out_g_norm=0.0138 loss_all=2.8397 init_gold_top10=0.4732 init_gold_top100=0.4799 +step=169700 micro_steps=169700 elapsed=33.3s lr=3.000000e-04 loss=2.7757 loss_recon=2.7757 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5881 corrupt_frac=1.0000 acc_corrupt=0.5881 loss_corrupt=2.7757 wrong_frac=0.5041 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1875 out_w_norm=624.1183 out_g_norm=0.0139 loss_all=3.0323 init_gold_top10=0.4697 init_gold_top100=0.4752 +step=169800 micro_steps=169800 elapsed=33.1s lr=3.000000e-04 loss=2.7274 loss_recon=2.7274 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5960 corrupt_frac=1.0000 acc_corrupt=0.5960 loss_corrupt=2.7274 wrong_frac=0.4966 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3914 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2036 out_w_norm=624.2877 out_g_norm=0.0134 loss_all=3.4538 init_gold_top10=0.4147 init_gold_top100=0.4205 +step=169900 micro_steps=169900 elapsed=33.2s lr=3.000000e-04 loss=2.7727 loss_recon=2.7727 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7727 wrong_frac=0.4987 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2030 out_w_norm=624.4493 out_g_norm=0.0135 loss_all=3.2950 init_gold_top10=0.4326 init_gold_top100=0.4407 +step=170000 micro_steps=170000 elapsed=33.2s lr=3.000000e-04 loss=2.8134 loss_recon=2.8134 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5855 corrupt_frac=1.0000 acc_corrupt=0.5855 loss_corrupt=2.8134 wrong_frac=0.5057 init_acc_corrupt=0.4589 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=624.6201 out_g_norm=0.0134 loss_all=2.7203 init_gold_top10=0.5139 init_gold_top100=0.5186 +step=170100 micro_steps=170100 elapsed=47.4s lr=3.000000e-04 loss=2.7242 loss_recon=2.7242 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5966 corrupt_frac=1.0000 acc_corrupt=0.5966 loss_corrupt=2.7242 wrong_frac=0.4968 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3915 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=624.7975 out_g_norm=0.0136 loss_all=2.7338 init_gold_top10=0.4956 init_gold_top100=0.5019 +step=170200 micro_steps=170200 elapsed=52.8s lr=3.000000e-04 loss=2.7493 loss_recon=2.7493 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5938 corrupt_frac=1.0000 acc_corrupt=0.5938 loss_corrupt=2.7493 wrong_frac=0.5003 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1110 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3871 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=624.9650 out_g_norm=0.0134 loss_all=2.5737 init_gold_top10=0.5098 init_gold_top100=0.5171 +step=170300 micro_steps=170300 elapsed=52.9s lr=3.000000e-04 loss=2.7234 loss_recon=2.7234 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7234 wrong_frac=0.4989 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.0996 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6661 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=625.1361 out_g_norm=0.0132 loss_all=2.4384 init_gold_top10=0.5175 init_gold_top100=0.5212 +step=170400 micro_steps=170400 elapsed=52.9s lr=3.000000e-04 loss=2.7326 loss_recon=2.7326 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5964 corrupt_frac=1.0000 acc_corrupt=0.5964 loss_corrupt=2.7326 wrong_frac=0.4977 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3925 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6751 corrupt_frac_t_0p4_0p6=0.2064 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2042 out_w_norm=625.3022 out_g_norm=0.0137 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1979 loss_all=2.6946 init_gold_top10=0.5077 init_gold_top100=0.5140 +step=170500 micro_steps=170500 elapsed=52.7s lr=3.000000e-04 loss=2.8032 loss_recon=2.8032 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8032 wrong_frac=0.5060 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3792 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6631 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1834 out_w_norm=625.4813 out_g_norm=0.0136 loss_all=2.1511 init_gold_top10=0.5666 init_gold_top100=0.5691 +step=170600 micro_steps=170600 elapsed=53.0s lr=3.000000e-04 loss=2.8059 loss_recon=2.8059 loss_meanflow=0.0000 mean_model_t=0.4929 mean_corrupt_t=0.4929 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8059 wrong_frac=0.5067 init_acc_corrupt=0.4581 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3845 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6650 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=625.6574 out_g_norm=0.0136 loss_all=2.4292 init_gold_top10=0.5218 init_gold_top100=0.5263 +step=170700 micro_steps=170700 elapsed=53.2s lr=3.000000e-04 loss=2.7608 loss_recon=2.7608 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5918 corrupt_frac=1.0000 acc_corrupt=0.5918 loss_corrupt=2.7608 wrong_frac=0.4999 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.2004 acc_corrupt_t_0p2_0p4=0.3808 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6635 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=625.8328 out_g_norm=0.0135 loss_all=2.1859 init_gold_top10=0.5471 init_gold_top100=0.5498 +step=170800 micro_steps=170800 elapsed=51.2s lr=3.000000e-04 loss=2.7508 loss_recon=2.7508 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7508 wrong_frac=0.4950 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3864 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.1844 acc_corrupt_t_0p6_0p8=0.8484 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=626.0005 out_g_norm=0.0133 loss_all=2.5742 init_gold_top10=0.5407 init_gold_top100=0.5484 +step=170900 micro_steps=170900 elapsed=33.4s lr=3.000000e-04 loss=2.7075 loss_recon=2.7075 loss_meanflow=0.0000 mean_model_t=0.5098 mean_corrupt_t=0.5098 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6004 corrupt_frac=1.0000 acc_corrupt=0.6004 loss_corrupt=2.7075 wrong_frac=0.4904 init_acc_corrupt=0.4761 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3834 corrupt_frac_t_0p2_0p4=0.1888 acc_corrupt_t_0p4_0p6=0.6638 corrupt_frac_t_0p4_0p6=0.2008 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2131 out_w_norm=626.1705 out_g_norm=0.0134 loss_all=2.8218 init_gold_top10=0.5030 init_gold_top100=0.5103 +step=171000 micro_steps=171000 elapsed=33.2s lr=3.000000e-04 loss=2.7273 loss_recon=2.7273 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5954 corrupt_frac=1.0000 acc_corrupt=0.5954 loss_corrupt=2.7273 wrong_frac=0.4982 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=626.3397 out_g_norm=0.0135 loss_all=2.0819 init_gold_top10=0.5809 init_gold_top100=0.5839 +step=171100 micro_steps=171100 elapsed=34.8s lr=3.000000e-04 loss=2.7508 loss_recon=2.7508 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7508 wrong_frac=0.4994 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3819 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=626.5098 out_g_norm=0.0135 loss_all=2.9202 init_gold_top10=0.4601 init_gold_top100=0.4675 +step=171200 micro_steps=171200 elapsed=33.6s lr=3.000000e-04 loss=2.8074 loss_recon=2.8074 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5862 corrupt_frac=1.0000 acc_corrupt=0.5862 loss_corrupt=2.8074 wrong_frac=0.5037 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3781 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6665 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=626.6795 out_g_norm=0.0135 loss_all=2.1474 init_gold_top10=0.5679 init_gold_top100=0.5720 +step=171300 micro_steps=171300 elapsed=33.4s lr=3.000000e-04 loss=2.8021 loss_recon=2.8021 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.8021 wrong_frac=0.5040 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3900 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=626.8435 out_g_norm=0.0132 loss_all=2.6949 init_gold_top10=0.5237 init_gold_top100=0.5311 +step=171400 micro_steps=171400 elapsed=33.4s lr=3.000000e-04 loss=2.7303 loss_recon=2.7303 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5967 corrupt_frac=1.0000 acc_corrupt=0.5967 loss_corrupt=2.7303 wrong_frac=0.4952 init_acc_corrupt=0.4709 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=627.0179 out_g_norm=0.0133 loss_all=2.6344 init_gold_top10=0.5277 init_gold_top100=0.5332 +step=171500 micro_steps=171500 elapsed=33.3s lr=3.000000e-04 loss=2.7349 loss_recon=2.7349 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5959 corrupt_frac=1.0000 acc_corrupt=0.5959 loss_corrupt=2.7349 wrong_frac=0.4959 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=627.1845 out_g_norm=0.0140 loss_all=2.8953 init_gold_top10=0.4658 init_gold_top100=0.4718 +step=171600 micro_steps=171600 elapsed=33.3s lr=3.000000e-04 loss=2.7978 loss_recon=2.7978 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.7978 wrong_frac=0.5053 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.1081 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6629 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1935 out_w_norm=627.3372 out_g_norm=0.0134 loss_all=2.1514 init_gold_top10=0.5619 init_gold_top100=0.5650 +step=171700 micro_steps=171700 elapsed=33.3s lr=3.000000e-04 loss=2.7876 loss_recon=2.7876 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.7876 wrong_frac=0.5024 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=627.4959 out_g_norm=0.0134 loss_all=3.2258 init_gold_top10=0.4296 init_gold_top100=0.4349 +step=171800 micro_steps=171800 elapsed=33.3s lr=3.000000e-04 loss=2.7138 loss_recon=2.7138 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5973 corrupt_frac=1.0000 acc_corrupt=0.5973 loss_corrupt=2.7138 wrong_frac=0.4951 init_acc_corrupt=0.4711 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6630 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2131 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2001 out_w_norm=627.6707 out_g_norm=0.0134 loss_all=3.1156 init_gold_top10=0.4528 init_gold_top100=0.4578 +step=171900 micro_steps=171900 elapsed=33.5s lr=3.000000e-04 loss=2.7292 loss_recon=2.7292 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5951 corrupt_frac=1.0000 acc_corrupt=0.5951 loss_corrupt=2.7292 wrong_frac=0.4973 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6661 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=627.8492 out_g_norm=0.0133 loss_all=2.6965 init_gold_top10=0.5107 init_gold_top100=0.5171 +step=172000 micro_steps=172000 elapsed=33.3s lr=3.000000e-04 loss=2.7713 loss_recon=2.7713 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7713 wrong_frac=0.5001 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3888 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6586 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=628.0183 out_g_norm=0.0134 loss_all=2.5448 init_gold_top10=0.4991 init_gold_top100=0.5044 +step=172100 micro_steps=172100 elapsed=34.8s lr=3.000000e-04 loss=2.6975 loss_recon=2.6975 loss_meanflow=0.0000 mean_model_t=0.5116 mean_corrupt_t=0.5116 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6011 corrupt_frac=1.0000 acc_corrupt=0.6011 loss_corrupt=2.6975 wrong_frac=0.4886 init_acc_corrupt=0.4774 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1926 acc_corrupt_t_0p2_0p4=0.3818 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2030 acc_corrupt_t_0p8_1p0=0.9604 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=628.1931 out_g_norm=0.0135 loss_all=2.7042 init_gold_top10=0.4979 init_gold_top100=0.5037 +step=172200 micro_steps=172200 elapsed=33.1s lr=3.000000e-04 loss=2.7194 loss_recon=2.7194 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5982 corrupt_frac=1.0000 acc_corrupt=0.5982 loss_corrupt=2.7194 wrong_frac=0.4953 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.1074 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3940 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6737 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=628.3718 out_g_norm=0.0134 loss_all=2.3104 init_gold_top10=0.5627 init_gold_top100=0.5671 +step=172300 micro_steps=172300 elapsed=33.1s lr=3.000000e-04 loss=2.6824 loss_recon=2.6824 loss_meanflow=0.0000 mean_model_t=0.5090 mean_corrupt_t=0.5090 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6016 corrupt_frac=1.0000 acc_corrupt=0.6016 loss_corrupt=2.6824 wrong_frac=0.4909 init_acc_corrupt=0.4766 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3940 corrupt_frac_t_0p2_0p4=0.1850 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=628.5426 out_g_norm=0.0135 loss_all=2.9717 init_gold_top10=0.4789 init_gold_top100=0.4852 +step=172400 micro_steps=172400 elapsed=33.1s lr=3.000000e-04 loss=2.8035 loss_recon=2.8035 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.8035 wrong_frac=0.5058 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2011 acc_corrupt_t_0p2_0p4=0.3814 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6679 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1862 out_w_norm=628.7113 out_g_norm=0.0135 loss_all=2.5386 init_gold_top10=0.5274 init_gold_top100=0.5330 +step=172500 micro_steps=172500 elapsed=33.2s lr=3.000000e-04 loss=2.8129 loss_recon=2.8129 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5852 corrupt_frac=1.0000 acc_corrupt=0.5852 loss_corrupt=2.8129 wrong_frac=0.5052 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3901 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.1967 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=628.8777 out_g_norm=0.0134 loss_all=3.1846 init_gold_top10=0.4409 init_gold_top100=0.4467 +step=172600 micro_steps=172600 elapsed=33.2s lr=3.000000e-04 loss=2.7526 loss_recon=2.7526 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5951 corrupt_frac=1.0000 acc_corrupt=0.5951 loss_corrupt=2.7526 wrong_frac=0.4960 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=629.0474 out_g_norm=0.0134 loss_all=2.9975 init_gold_top10=0.4474 init_gold_top100=0.4550 +step=172700 micro_steps=172700 elapsed=33.2s lr=3.000000e-04 loss=2.7489 loss_recon=2.7489 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5937 corrupt_frac=1.0000 acc_corrupt=0.5937 loss_corrupt=2.7489 wrong_frac=0.4991 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=629.2146 out_g_norm=0.0133 loss_all=3.0987 init_gold_top10=0.4380 init_gold_top100=0.4433 +step=172800 micro_steps=172800 elapsed=33.1s lr=3.000000e-04 loss=2.7610 loss_recon=2.7610 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5924 corrupt_frac=1.0000 acc_corrupt=0.5924 loss_corrupt=2.7610 wrong_frac=0.5010 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3832 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2064 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=629.3863 out_g_norm=0.0132 loss_all=3.0129 init_gold_top10=0.4671 init_gold_top100=0.4731 +step=172900 micro_steps=172900 elapsed=33.3s lr=3.000000e-04 loss=2.7908 loss_recon=2.7908 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5877 corrupt_frac=1.0000 acc_corrupt=0.5877 loss_corrupt=2.7908 wrong_frac=0.5043 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=629.5584 out_g_norm=0.0137 loss_all=3.2116 init_gold_top10=0.4265 init_gold_top100=0.4327 +step=173000 micro_steps=173000 elapsed=33.0s lr=3.000000e-04 loss=2.7469 loss_recon=2.7469 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5936 corrupt_frac=1.0000 acc_corrupt=0.5936 loss_corrupt=2.7469 wrong_frac=0.4984 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.2128 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=629.7273 out_g_norm=0.0131 loss_all=2.6416 init_gold_top10=0.4792 init_gold_top100=0.4829 +step=173100 micro_steps=173100 elapsed=34.7s lr=3.000000e-04 loss=2.8016 loss_recon=2.8016 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.8016 wrong_frac=0.5016 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3807 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=629.9032 out_g_norm=0.0133 loss_all=1.9117 init_gold_top10=0.5761 init_gold_top100=0.5796 +step=173200 micro_steps=173200 elapsed=33.2s lr=3.000000e-04 loss=2.8092 loss_recon=2.8092 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8092 wrong_frac=0.5064 init_acc_corrupt=0.4577 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3849 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1957 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1954 out_w_norm=630.0768 out_g_norm=0.0135 loss_all=3.3228 init_gold_top10=0.4277 init_gold_top100=0.4349 +step=173300 micro_steps=173300 elapsed=33.2s lr=3.000000e-04 loss=2.8390 loss_recon=2.8390 loss_meanflow=0.0000 mean_model_t=0.4929 mean_corrupt_t=0.4929 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8390 wrong_frac=0.5069 init_acc_corrupt=0.4568 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3908 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.1850 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=630.2516 out_g_norm=0.0134 loss_all=2.5739 init_gold_top10=0.5060 init_gold_top100=0.5106 +step=173400 micro_steps=173400 elapsed=33.2s lr=3.000000e-04 loss=2.7362 loss_recon=2.7362 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5950 corrupt_frac=1.0000 acc_corrupt=0.5950 loss_corrupt=2.7362 wrong_frac=0.4980 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3869 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=630.4229 out_g_norm=0.0131 loss_all=2.4215 init_gold_top10=0.5304 init_gold_top100=0.5352 +step=173500 micro_steps=173500 elapsed=33.2s lr=3.000000e-04 loss=2.7208 loss_recon=2.7208 loss_meanflow=0.0000 mean_model_t=0.5079 mean_corrupt_t=0.5079 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5980 corrupt_frac=1.0000 acc_corrupt=0.5980 loss_corrupt=2.7208 wrong_frac=0.4920 init_acc_corrupt=0.4739 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3842 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2134 out_w_norm=630.5902 out_g_norm=0.0132 loss_all=2.9048 init_gold_top10=0.4853 init_gold_top100=0.4930 +step=173600 micro_steps=173600 elapsed=33.2s lr=3.000000e-04 loss=2.6852 loss_recon=2.6852 loss_meanflow=0.0000 mean_model_t=0.5062 mean_corrupt_t=0.5062 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6014 corrupt_frac=1.0000 acc_corrupt=0.6014 loss_corrupt=2.6852 wrong_frac=0.4941 init_acc_corrupt=0.4721 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3996 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=630.7628 out_g_norm=0.0133 loss_all=2.2157 init_gold_top10=0.5634 init_gold_top100=0.5671 +step=173700 micro_steps=173700 elapsed=33.1s lr=3.000000e-04 loss=2.7163 loss_recon=2.7163 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5991 corrupt_frac=1.0000 acc_corrupt=0.5991 loss_corrupt=2.7163 wrong_frac=0.4944 init_acc_corrupt=0.4717 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3953 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6750 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=630.9323 out_g_norm=0.0133 loss_all=2.8579 init_gold_top10=0.4659 init_gold_top100=0.4719 +step=173800 micro_steps=173800 elapsed=33.1s lr=3.000000e-04 loss=2.7614 loss_recon=2.7614 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5924 corrupt_frac=1.0000 acc_corrupt=0.5924 loss_corrupt=2.7614 wrong_frac=0.4994 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3784 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6710 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=631.1014 out_g_norm=0.0132 loss_all=2.4252 init_gold_top10=0.5237 init_gold_top100=0.5276 +step=173900 micro_steps=173900 elapsed=33.1s lr=3.000000e-04 loss=2.7425 loss_recon=2.7425 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5953 corrupt_frac=1.0000 acc_corrupt=0.5953 loss_corrupt=2.7425 wrong_frac=0.4983 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3908 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=631.2723 out_g_norm=0.0132 loss_all=3.0640 init_gold_top10=0.4759 init_gold_top100=0.4835 +step=174000 micro_steps=174000 elapsed=33.2s lr=3.000000e-04 loss=2.7683 loss_recon=2.7683 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5924 corrupt_frac=1.0000 acc_corrupt=0.5924 loss_corrupt=2.7683 wrong_frac=0.4999 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2045 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=631.4396 out_g_norm=0.0133 loss_all=2.5409 init_gold_top10=0.4950 init_gold_top100=0.4996 +step=174100 micro_steps=174100 elapsed=34.7s lr=3.000000e-04 loss=2.8023 loss_recon=2.8023 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5855 corrupt_frac=1.0000 acc_corrupt=0.5855 loss_corrupt=2.8023 wrong_frac=0.5059 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.1102 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=631.6033 out_g_norm=0.0133 loss_all=3.0137 init_gold_top10=0.4697 init_gold_top100=0.4769 +step=174200 micro_steps=174200 elapsed=33.2s lr=3.000000e-04 loss=2.6901 loss_recon=2.6901 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6010 corrupt_frac=1.0000 acc_corrupt=0.6010 loss_corrupt=2.6901 wrong_frac=0.4945 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=631.7672 out_g_norm=0.0133 loss_all=3.6332 init_gold_top10=0.3777 init_gold_top100=0.3880 +step=174300 micro_steps=174300 elapsed=33.2s lr=3.000000e-04 loss=2.7893 loss_recon=2.7893 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.7893 wrong_frac=0.5061 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.2156 acc_corrupt_t_0p2_0p4=0.3894 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=631.9415 out_g_norm=0.0135 loss_all=2.3126 init_gold_top10=0.5475 init_gold_top100=0.5511 +step=174400 micro_steps=174400 elapsed=33.3s lr=3.000000e-04 loss=2.7484 loss_recon=2.7484 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5947 corrupt_frac=1.0000 acc_corrupt=0.5947 loss_corrupt=2.7484 wrong_frac=0.4969 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3846 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.1884 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=632.1101 out_g_norm=0.0132 loss_all=2.9919 init_gold_top10=0.4609 init_gold_top100=0.4684 +step=174500 micro_steps=174500 elapsed=33.2s lr=3.000000e-04 loss=2.7824 loss_recon=2.7824 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5886 corrupt_frac=1.0000 acc_corrupt=0.5886 loss_corrupt=2.7824 wrong_frac=0.5040 init_acc_corrupt=0.4605 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6720 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=632.2695 out_g_norm=0.0132 loss_all=2.0009 init_gold_top10=0.5723 init_gold_top100=0.5781 +step=174600 micro_steps=174600 elapsed=33.1s lr=3.000000e-04 loss=2.7093 loss_recon=2.7093 loss_meanflow=0.0000 mean_model_t=0.5081 mean_corrupt_t=0.5081 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5999 corrupt_frac=1.0000 acc_corrupt=0.5999 loss_corrupt=2.7093 wrong_frac=0.4919 init_acc_corrupt=0.4739 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.1951 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2175 out_w_norm=632.4315 out_g_norm=0.0133 loss_all=2.4387 init_gold_top10=0.5512 init_gold_top100=0.5577 +step=174700 micro_steps=174700 elapsed=33.2s lr=3.000000e-04 loss=2.7985 loss_recon=2.7985 loss_meanflow=0.0000 mean_model_t=0.4918 mean_corrupt_t=0.4918 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5860 corrupt_frac=1.0000 acc_corrupt=0.5860 loss_corrupt=2.7985 wrong_frac=0.5084 init_acc_corrupt=0.4554 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.2141 acc_corrupt_t_0p4_0p6=0.6722 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=632.6111 out_g_norm=0.0133 loss_all=2.7058 init_gold_top10=0.5255 init_gold_top100=0.5327 +step=174800 micro_steps=174800 elapsed=33.1s lr=3.000000e-04 loss=2.7892 loss_recon=2.7892 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5883 corrupt_frac=1.0000 acc_corrupt=0.5883 loss_corrupt=2.7892 wrong_frac=0.5038 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3967 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6649 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=632.7803 out_g_norm=0.0131 loss_all=2.9613 init_gold_top10=0.4557 init_gold_top100=0.4604 +step=174900 micro_steps=174900 elapsed=33.1s lr=3.000000e-04 loss=2.7336 loss_recon=2.7336 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5953 corrupt_frac=1.0000 acc_corrupt=0.5953 loss_corrupt=2.7336 wrong_frac=0.4956 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.2004 acc_corrupt_t_0p2_0p4=0.3830 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=632.9475 out_g_norm=0.0133 loss_all=2.4659 init_gold_top10=0.5196 init_gold_top100=0.5255 +step=175000 micro_steps=175000 elapsed=33.2s lr=3.000000e-04 loss=2.7586 loss_recon=2.7586 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5925 corrupt_frac=1.0000 acc_corrupt=0.5925 loss_corrupt=2.7586 wrong_frac=0.4979 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=633.1170 out_g_norm=0.0133 loss_all=3.1278 init_gold_top10=0.4510 init_gold_top100=0.4585 +step=175100 micro_steps=175100 elapsed=34.6s lr=3.000000e-04 loss=2.6950 loss_recon=2.6950 loss_meanflow=0.0000 mean_model_t=0.5089 mean_corrupt_t=0.5089 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6011 corrupt_frac=1.0000 acc_corrupt=0.6011 loss_corrupt=2.6950 wrong_frac=0.4913 init_acc_corrupt=0.4752 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6748 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2178 out_w_norm=633.2838 out_g_norm=0.0133 loss_all=2.4894 init_gold_top10=0.5128 init_gold_top100=0.5182 +step=175200 micro_steps=175200 elapsed=33.1s lr=3.000000e-04 loss=2.6854 loss_recon=2.6854 loss_meanflow=0.0000 mean_model_t=0.5074 mean_corrupt_t=0.5074 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6015 corrupt_frac=1.0000 acc_corrupt=0.6015 loss_corrupt=2.6854 wrong_frac=0.4922 init_acc_corrupt=0.4751 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3922 corrupt_frac_t_0p2_0p4=0.1866 acc_corrupt_t_0p4_0p6=0.6733 corrupt_frac_t_0p4_0p6=0.2086 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=633.4489 out_g_norm=0.0131 loss_all=2.6969 init_gold_top10=0.4969 init_gold_top100=0.5023 +step=175300 micro_steps=175300 elapsed=33.3s lr=3.000000e-04 loss=2.7719 loss_recon=2.7719 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7719 wrong_frac=0.5033 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3872 corrupt_frac_t_0p2_0p4=0.2169 acc_corrupt_t_0p4_0p6=0.6665 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8373 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=633.6278 out_g_norm=0.0133 loss_all=3.3883 init_gold_top10=0.4330 init_gold_top100=0.4394 +step=175400 micro_steps=175400 elapsed=33.5s lr=3.000000e-04 loss=2.8485 loss_recon=2.8485 loss_meanflow=0.0000 mean_model_t=0.4917 mean_corrupt_t=0.4917 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5818 corrupt_frac=1.0000 acc_corrupt=0.5818 loss_corrupt=2.8485 wrong_frac=0.5083 init_acc_corrupt=0.4563 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.2150 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6715 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1897 out_w_norm=633.8126 out_g_norm=0.0133 loss_all=3.1731 init_gold_top10=0.4503 init_gold_top100=0.4572 +step=175500 micro_steps=175500 elapsed=33.5s lr=3.000000e-04 loss=2.7745 loss_recon=2.7745 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7745 wrong_frac=0.5004 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3843 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=633.9812 out_g_norm=0.0132 loss_all=2.6493 init_gold_top10=0.4820 init_gold_top100=0.4866 +step=175600 micro_steps=175600 elapsed=33.4s lr=3.000000e-04 loss=2.7552 loss_recon=2.7552 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5933 corrupt_frac=1.0000 acc_corrupt=0.5933 loss_corrupt=2.7552 wrong_frac=0.5003 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1088 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3904 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6732 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=634.1555 out_g_norm=0.0133 loss_all=2.0597 init_gold_top10=0.5758 init_gold_top100=0.5799 +step=175700 micro_steps=175700 elapsed=33.3s lr=3.000000e-04 loss=2.7974 loss_recon=2.7974 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.7974 wrong_frac=0.5058 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3938 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1872 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=634.3258 out_g_norm=0.0130 loss_all=3.5834 init_gold_top10=0.4072 init_gold_top100=0.4148 +step=175800 micro_steps=175800 elapsed=33.5s lr=3.000000e-04 loss=2.8091 loss_recon=2.8091 loss_meanflow=0.0000 mean_model_t=0.4937 mean_corrupt_t=0.4937 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.8091 wrong_frac=0.5062 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.2141 acc_corrupt_t_0p2_0p4=0.3916 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=634.4990 out_g_norm=0.0134 loss_all=2.6334 init_gold_top10=0.4924 init_gold_top100=0.4989 +step=175900 micro_steps=175900 elapsed=33.2s lr=3.000000e-04 loss=2.7687 loss_recon=2.7687 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7687 wrong_frac=0.5039 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1970 acc_corrupt_t_0p2_0p4=0.3892 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1853 out_w_norm=634.6731 out_g_norm=0.0132 loss_all=2.8843 init_gold_top10=0.4658 init_gold_top100=0.4729 +step=176000 micro_steps=176000 elapsed=33.6s lr=3.000000e-04 loss=2.7570 loss_recon=2.7570 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5922 corrupt_frac=1.0000 acc_corrupt=0.5922 loss_corrupt=2.7570 wrong_frac=0.5008 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=634.8421 out_g_norm=0.0132 loss_all=2.2779 init_gold_top10=0.5525 init_gold_top100=0.5561 +step=176100 micro_steps=176100 elapsed=34.9s lr=3.000000e-04 loss=2.8271 loss_recon=2.8271 loss_meanflow=0.0000 mean_model_t=0.4898 mean_corrupt_t=0.4898 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5842 corrupt_frac=1.0000 acc_corrupt=0.5842 loss_corrupt=2.8271 wrong_frac=0.5097 init_acc_corrupt=0.4561 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.2147 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.1884 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1932 out_w_norm=635.0154 out_g_norm=0.0135 loss_all=3.4107 init_gold_top10=0.3937 init_gold_top100=0.4008 +step=176200 micro_steps=176200 elapsed=33.3s lr=3.000000e-04 loss=2.7428 loss_recon=2.7428 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5939 corrupt_frac=1.0000 acc_corrupt=0.5939 loss_corrupt=2.7428 wrong_frac=0.5004 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1074 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3965 corrupt_frac_t_0p2_0p4=0.2175 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=635.1838 out_g_norm=0.0132 loss_all=2.8847 init_gold_top10=0.4820 init_gold_top100=0.4879 +step=176300 micro_steps=176300 elapsed=33.2s lr=3.000000e-04 loss=2.7448 loss_recon=2.7448 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5930 corrupt_frac=1.0000 acc_corrupt=0.5930 loss_corrupt=2.7448 wrong_frac=0.4982 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3772 corrupt_frac_t_0p2_0p4=0.2159 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8475 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=635.3586 out_g_norm=0.0131 loss_all=1.9083 init_gold_top10=0.6036 init_gold_top100=0.6072 +step=176400 micro_steps=176400 elapsed=33.2s lr=3.000000e-04 loss=2.7592 loss_recon=2.7592 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7592 wrong_frac=0.5032 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2001 acc_corrupt_t_0p2_0p4=0.3904 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1878 out_w_norm=635.5255 out_g_norm=0.0134 loss_all=2.4651 init_gold_top10=0.5355 init_gold_top100=0.5399 +step=176500 micro_steps=176500 elapsed=33.1s lr=3.000000e-04 loss=2.6987 loss_recon=2.6987 loss_meanflow=0.0000 mean_model_t=0.5059 mean_corrupt_t=0.5059 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5999 corrupt_frac=1.0000 acc_corrupt=0.5999 loss_corrupt=2.6987 wrong_frac=0.4938 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3979 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6745 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1979 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=635.6865 out_g_norm=0.0132 loss_all=2.5602 init_gold_top10=0.5193 init_gold_top100=0.5257 +step=176600 micro_steps=176600 elapsed=33.2s lr=3.000000e-04 loss=2.7794 loss_recon=2.7794 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.7794 wrong_frac=0.5024 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3868 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=635.8531 out_g_norm=0.0133 loss_all=3.1494 init_gold_top10=0.4382 init_gold_top100=0.4425 +step=176700 micro_steps=176700 elapsed=33.4s lr=3.000000e-04 loss=2.7978 loss_recon=2.7978 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.7978 wrong_frac=0.5051 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.0981 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.3870 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6739 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=636.0223 out_g_norm=0.0134 loss_all=2.3393 init_gold_top10=0.5425 init_gold_top100=0.5465 +step=176800 micro_steps=176800 elapsed=33.5s lr=3.000000e-04 loss=2.7515 loss_recon=2.7515 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5934 corrupt_frac=1.0000 acc_corrupt=0.5934 loss_corrupt=2.7515 wrong_frac=0.5001 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=636.1922 out_g_norm=0.0132 loss_all=2.6298 init_gold_top10=0.5071 init_gold_top100=0.5112 +step=176900 micro_steps=176900 elapsed=33.4s lr=3.000000e-04 loss=2.8203 loss_recon=2.8203 loss_meanflow=0.0000 mean_model_t=0.4941 mean_corrupt_t=0.4941 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5852 corrupt_frac=1.0000 acc_corrupt=0.5852 loss_corrupt=2.8203 wrong_frac=0.5063 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=636.3596 out_g_norm=0.0130 loss_all=2.9990 init_gold_top10=0.4691 init_gold_top100=0.4737 +step=177000 micro_steps=177000 elapsed=33.3s lr=3.000000e-04 loss=2.7635 loss_recon=2.7635 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7635 wrong_frac=0.5040 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3950 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=636.5259 out_g_norm=0.0131 loss_all=2.8092 init_gold_top10=0.4955 init_gold_top100=0.5010 +step=177100 micro_steps=177100 elapsed=34.9s lr=3.000000e-04 loss=2.6689 loss_recon=2.6689 loss_meanflow=0.0000 mean_model_t=0.5103 mean_corrupt_t=0.5103 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6037 corrupt_frac=1.0000 acc_corrupt=0.6037 loss_corrupt=2.6689 wrong_frac=0.4899 init_acc_corrupt=0.4774 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.2001 acc_corrupt_t_0p2_0p4=0.3990 corrupt_frac_t_0p2_0p4=0.1828 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=636.7149 out_g_norm=0.0137 loss_all=2.3646 init_gold_top10=0.5655 init_gold_top100=0.5702 +step=177200 micro_steps=177200 elapsed=33.3s lr=3.000000e-04 loss=2.8106 loss_recon=2.8106 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.8106 wrong_frac=0.5027 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2090 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=636.9026 out_g_norm=0.0147 loss_all=2.9316 init_gold_top10=0.4993 init_gold_top100=0.5060 +step=177300 micro_steps=177300 elapsed=33.2s lr=3.000000e-04 loss=2.7084 loss_recon=2.7084 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5982 corrupt_frac=1.0000 acc_corrupt=0.5982 loss_corrupt=2.7084 wrong_frac=0.4955 init_acc_corrupt=0.4709 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.2008 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=637.0759 out_g_norm=0.0132 loss_all=2.8658 init_gold_top10=0.4909 init_gold_top100=0.4962 +step=177400 micro_steps=177400 elapsed=33.2s lr=3.000000e-04 loss=2.7653 loss_recon=2.7653 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5922 corrupt_frac=1.0000 acc_corrupt=0.5922 loss_corrupt=2.7653 wrong_frac=0.5007 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3924 corrupt_frac_t_0p2_0p4=0.1951 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.1891 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2128 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=637.2506 out_g_norm=0.0131 loss_all=2.6155 init_gold_top10=0.5041 init_gold_top100=0.5091 +step=177500 micro_steps=177500 elapsed=33.2s lr=3.000000e-04 loss=2.7982 loss_recon=2.7982 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5872 corrupt_frac=1.0000 acc_corrupt=0.5872 loss_corrupt=2.7982 wrong_frac=0.5036 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3834 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=637.4169 out_g_norm=0.0134 loss_all=3.2016 init_gold_top10=0.4503 init_gold_top100=0.4566 +step=177600 micro_steps=177600 elapsed=33.3s lr=3.000000e-04 loss=2.9121 loss_recon=2.9121 loss_meanflow=0.0000 mean_model_t=0.4843 mean_corrupt_t=0.4843 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5730 corrupt_frac=1.0000 acc_corrupt=0.5730 loss_corrupt=2.9121 wrong_frac=0.5158 init_acc_corrupt=0.4472 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2225 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=637.5932 out_g_norm=0.0138 loss_all=2.3595 init_gold_top10=0.5407 init_gold_top100=0.5457 +step=177700 micro_steps=177700 elapsed=33.3s lr=3.000000e-04 loss=2.7998 loss_recon=2.7998 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5863 corrupt_frac=1.0000 acc_corrupt=0.5863 loss_corrupt=2.7998 wrong_frac=0.5065 init_acc_corrupt=0.4582 acc_corrupt_t_0p0_0p2=0.1083 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3964 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.1995 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=637.7655 out_g_norm=0.0131 loss_all=2.6318 init_gold_top10=0.4976 init_gold_top100=0.5029 +step=177800 micro_steps=177800 elapsed=33.5s lr=3.000000e-04 loss=2.7783 loss_recon=2.7783 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7783 wrong_frac=0.4988 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.2137 acc_corrupt_t_0p4_0p6=0.6632 corrupt_frac_t_0p4_0p6=0.1878 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=637.9272 out_g_norm=0.0144 loss_all=2.1025 init_gold_top10=0.5699 init_gold_top100=0.5739 +step=177900 micro_steps=177900 elapsed=33.3s lr=3.000000e-04 loss=2.8110 loss_recon=2.8110 loss_meanflow=0.0000 mean_model_t=0.4920 mean_corrupt_t=0.4920 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5845 corrupt_frac=1.0000 acc_corrupt=0.5845 loss_corrupt=2.8110 wrong_frac=0.5081 init_acc_corrupt=0.4556 acc_corrupt_t_0p0_0p2=0.1086 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.1989 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=638.0969 out_g_norm=0.0133 loss_all=2.5519 init_gold_top10=0.5177 init_gold_top100=0.5237 +step=178000 micro_steps=178000 elapsed=33.4s lr=3.000000e-04 loss=2.7607 loss_recon=2.7607 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5918 corrupt_frac=1.0000 acc_corrupt=0.5918 loss_corrupt=2.7607 wrong_frac=0.5009 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3916 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=638.2644 out_g_norm=0.0132 loss_all=2.5090 init_gold_top10=0.5201 init_gold_top100=0.5252 +step=178100 micro_steps=178100 elapsed=34.6s lr=3.000000e-04 loss=2.7507 loss_recon=2.7507 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5938 corrupt_frac=1.0000 acc_corrupt=0.5938 loss_corrupt=2.7507 wrong_frac=0.4989 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3929 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1985 out_w_norm=638.4394 out_g_norm=0.0131 loss_all=2.8106 init_gold_top10=0.4776 init_gold_top100=0.4839 +step=178200 micro_steps=178200 elapsed=33.6s lr=3.000000e-04 loss=2.7655 loss_recon=2.7655 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5919 corrupt_frac=1.0000 acc_corrupt=0.5919 loss_corrupt=2.7655 wrong_frac=0.4996 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=638.6137 out_g_norm=0.0130 loss_all=3.0097 init_gold_top10=0.4726 init_gold_top100=0.4775 +step=178300 micro_steps=178300 elapsed=33.3s lr=3.000000e-04 loss=2.7610 loss_recon=2.7610 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7610 wrong_frac=0.5009 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3839 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2166 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=638.7771 out_g_norm=0.0131 loss_all=2.4982 init_gold_top10=0.4956 init_gold_top100=0.5012 +step=178400 micro_steps=178400 elapsed=33.2s lr=3.000000e-04 loss=2.7830 loss_recon=2.7830 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7830 wrong_frac=0.5021 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.2049 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=638.9468 out_g_norm=0.0131 loss_all=1.9126 init_gold_top10=0.5984 init_gold_top100=0.6046 +step=178500 micro_steps=178500 elapsed=33.3s lr=3.000000e-04 loss=2.8074 loss_recon=2.8074 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5869 corrupt_frac=1.0000 acc_corrupt=0.5869 loss_corrupt=2.8074 wrong_frac=0.5037 init_acc_corrupt=0.4606 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3857 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8479 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2014 out_w_norm=639.1189 out_g_norm=0.0134 loss_all=3.0297 init_gold_top10=0.4619 init_gold_top100=0.4694 +step=178600 micro_steps=178600 elapsed=33.3s lr=3.000000e-04 loss=2.7691 loss_recon=2.7691 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7691 wrong_frac=0.5013 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3896 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=639.2787 out_g_norm=0.0131 loss_all=2.9565 init_gold_top10=0.5003 init_gold_top100=0.5071 +step=178700 micro_steps=178700 elapsed=33.1s lr=3.000000e-04 loss=2.8268 loss_recon=2.8268 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5840 corrupt_frac=1.0000 acc_corrupt=0.5840 loss_corrupt=2.8268 wrong_frac=0.5041 init_acc_corrupt=0.4595 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.3813 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1872 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=639.4494 out_g_norm=0.0131 loss_all=3.1796 init_gold_top10=0.4446 init_gold_top100=0.4519 +step=178800 micro_steps=178800 elapsed=33.3s lr=3.000000e-04 loss=2.7554 loss_recon=2.7554 loss_meanflow=0.0000 mean_model_t=0.4931 mean_corrupt_t=0.4931 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5919 corrupt_frac=1.0000 acc_corrupt=0.5919 loss_corrupt=2.7554 wrong_frac=0.5068 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.1091 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3933 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.2203 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.1884 out_w_norm=639.6159 out_g_norm=0.0133 loss_all=2.7801 init_gold_top10=0.4905 init_gold_top100=0.4969 +step=178900 micro_steps=178900 elapsed=33.3s lr=3.000000e-04 loss=2.6604 loss_recon=2.6604 loss_meanflow=0.0000 mean_model_t=0.5089 mean_corrupt_t=0.5089 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6034 corrupt_frac=1.0000 acc_corrupt=0.6034 loss_corrupt=2.6604 wrong_frac=0.4910 init_acc_corrupt=0.4756 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=639.7896 out_g_norm=0.0132 loss_all=1.9315 init_gold_top10=0.6146 init_gold_top100=0.6190 +step=179000 micro_steps=179000 elapsed=33.1s lr=3.000000e-04 loss=2.7693 loss_recon=2.7693 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7693 wrong_frac=0.5032 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=639.9610 out_g_norm=0.0134 loss_all=2.4120 init_gold_top10=0.5308 init_gold_top100=0.5357 +step=179100 micro_steps=179100 elapsed=34.6s lr=3.000000e-04 loss=2.7055 loss_recon=2.7055 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5990 corrupt_frac=1.0000 acc_corrupt=0.5990 loss_corrupt=2.7055 wrong_frac=0.4929 init_acc_corrupt=0.4729 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3830 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=640.1327 out_g_norm=0.0130 loss_all=3.1080 init_gold_top10=0.4488 init_gold_top100=0.4549 +step=179200 micro_steps=179200 elapsed=33.1s lr=3.000000e-04 loss=2.7932 loss_recon=2.7932 loss_meanflow=0.0000 mean_model_t=0.4923 mean_corrupt_t=0.4923 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.7932 wrong_frac=0.5077 init_acc_corrupt=0.4569 acc_corrupt_t_0p0_0p2=0.1097 corrupt_frac_t_0p0_0p2=0.2169 acc_corrupt_t_0p2_0p4=0.3941 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=640.3068 out_g_norm=0.0131 loss_all=3.3212 init_gold_top10=0.4457 init_gold_top100=0.4521 +step=179300 micro_steps=179300 elapsed=33.1s lr=3.000000e-04 loss=2.7838 loss_recon=2.7838 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5878 corrupt_frac=1.0000 acc_corrupt=0.5878 loss_corrupt=2.7838 wrong_frac=0.5047 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3927 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=640.4777 out_g_norm=0.0130 loss_all=2.6462 init_gold_top10=0.5121 init_gold_top100=0.5171 +step=179400 micro_steps=179400 elapsed=33.2s lr=3.000000e-04 loss=2.7682 loss_recon=2.7682 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5895 corrupt_frac=1.0000 acc_corrupt=0.5895 loss_corrupt=2.7682 wrong_frac=0.5019 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2039 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.2049 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=640.6481 out_g_norm=0.0131 loss_all=2.2984 init_gold_top10=0.5425 init_gold_top100=0.5471 +step=179500 micro_steps=179500 elapsed=33.2s lr=3.000000e-04 loss=2.7732 loss_recon=2.7732 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7732 wrong_frac=0.4998 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3820 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1841 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=640.8185 out_g_norm=0.0129 loss_all=2.4872 init_gold_top10=0.5304 init_gold_top100=0.5343 +step=179600 micro_steps=179600 elapsed=33.1s lr=3.000000e-04 loss=2.7387 loss_recon=2.7387 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5954 corrupt_frac=1.0000 acc_corrupt=0.5954 loss_corrupt=2.7387 wrong_frac=0.4982 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9603 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=640.9869 out_g_norm=0.0136 loss_all=3.2270 init_gold_top10=0.4188 init_gold_top100=0.4258 +step=179700 micro_steps=179700 elapsed=33.2s lr=3.000000e-04 loss=2.6752 loss_recon=2.6752 loss_meanflow=0.0000 mean_model_t=0.5101 mean_corrupt_t=0.5101 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6024 corrupt_frac=1.0000 acc_corrupt=0.6024 loss_corrupt=2.6752 wrong_frac=0.4899 init_acc_corrupt=0.4765 acc_corrupt_t_0p0_0p2=0.1074 corrupt_frac_t_0p0_0p2=0.1853 acc_corrupt_t_0p2_0p4=0.3842 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6657 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=641.1528 out_g_norm=0.0129 loss_all=2.8054 init_gold_top10=0.4676 init_gold_top100=0.4726 +step=179800 micro_steps=179800 elapsed=33.2s lr=3.000000e-04 loss=2.7179 loss_recon=2.7179 loss_meanflow=0.0000 mean_model_t=0.5057 mean_corrupt_t=0.5057 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5974 corrupt_frac=1.0000 acc_corrupt=0.5974 loss_corrupt=2.7179 wrong_frac=0.4943 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9601 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=641.3180 out_g_norm=0.0130 loss_all=2.9821 init_gold_top10=0.4742 init_gold_top100=0.4808 +step=179900 micro_steps=179900 elapsed=33.3s lr=3.000000e-04 loss=2.7990 loss_recon=2.7990 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.7990 wrong_frac=0.5058 init_acc_corrupt=0.4595 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3933 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=641.4830 out_g_norm=0.0131 loss_all=3.5720 init_gold_top10=0.3970 init_gold_top100=0.4044 +step=180000 micro_steps=180000 elapsed=33.3s lr=3.000000e-04 loss=2.7815 loss_recon=2.7815 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.7815 wrong_frac=0.5028 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=641.6559 out_g_norm=0.0131 loss_all=2.5133 init_gold_top10=0.5276 init_gold_top100=0.5336 +step=180100 micro_steps=180100 elapsed=46.7s lr=3.000000e-04 loss=2.7302 loss_recon=2.7302 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5967 corrupt_frac=1.0000 acc_corrupt=0.5967 loss_corrupt=2.7302 wrong_frac=0.4979 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.3912 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6751 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=641.8230 out_g_norm=0.0135 loss_all=2.4232 init_gold_top10=0.5496 init_gold_top100=0.5563 +step=180200 micro_steps=180200 elapsed=52.9s lr=3.000000e-04 loss=2.6819 loss_recon=2.6819 loss_meanflow=0.0000 mean_model_t=0.5072 mean_corrupt_t=0.5072 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6017 corrupt_frac=1.0000 acc_corrupt=0.6017 loss_corrupt=2.6819 wrong_frac=0.4931 init_acc_corrupt=0.4749 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3965 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.2147 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=641.9820 out_g_norm=0.0131 loss_all=2.5790 init_gold_top10=0.5289 init_gold_top100=0.5337 +step=180300 micro_steps=180300 elapsed=53.3s lr=3.000000e-04 loss=2.7222 loss_recon=2.7222 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5971 corrupt_frac=1.0000 acc_corrupt=0.5971 loss_corrupt=2.7222 wrong_frac=0.4954 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.1884 acc_corrupt_t_0p2_0p4=0.3901 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6635 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=642.1397 out_g_norm=0.0130 loss_all=2.2618 init_gold_top10=0.5389 init_gold_top100=0.5431 +step=180400 micro_steps=180400 elapsed=53.2s lr=3.000000e-04 loss=2.7313 loss_recon=2.7313 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5972 corrupt_frac=1.0000 acc_corrupt=0.5972 loss_corrupt=2.7313 wrong_frac=0.4944 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.2030 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2115 out_w_norm=642.2966 out_g_norm=0.0133 loss_all=2.9843 init_gold_top10=0.4670 init_gold_top100=0.4724 +step=180500 micro_steps=180500 elapsed=53.3s lr=3.000000e-04 loss=2.8124 loss_recon=2.8124 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5862 corrupt_frac=1.0000 acc_corrupt=0.5862 loss_corrupt=2.8124 wrong_frac=0.5042 init_acc_corrupt=0.4602 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.2137 acc_corrupt_t_0p2_0p4=0.3897 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6708 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=642.4576 out_g_norm=0.0133 loss_all=3.3964 init_gold_top10=0.4061 init_gold_top100=0.4124 +step=180600 micro_steps=180600 elapsed=53.2s lr=3.000000e-04 loss=2.7058 loss_recon=2.7058 loss_meanflow=0.0000 mean_model_t=0.5064 mean_corrupt_t=0.5064 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6002 corrupt_frac=1.0000 acc_corrupt=0.6002 loss_corrupt=2.7058 wrong_frac=0.4938 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3904 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6787 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=642.6323 out_g_norm=0.0139 loss_all=2.7461 init_gold_top10=0.4985 init_gold_top100=0.5042 +step=180700 micro_steps=180700 elapsed=53.8s lr=3.000000e-04 loss=2.6941 loss_recon=2.6941 loss_meanflow=0.0000 mean_model_t=0.5065 mean_corrupt_t=0.5065 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6019 corrupt_frac=1.0000 acc_corrupt=0.6019 loss_corrupt=2.6941 wrong_frac=0.4937 init_acc_corrupt=0.4742 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.4003 corrupt_frac_t_0p2_0p4=0.1875 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.2093 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=642.7986 out_g_norm=0.0130 loss_all=2.4820 init_gold_top10=0.5261 init_gold_top100=0.5295 +step=180800 micro_steps=180800 elapsed=52.4s lr=3.000000e-04 loss=2.8006 loss_recon=2.8006 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5862 corrupt_frac=1.0000 acc_corrupt=0.5862 loss_corrupt=2.8006 wrong_frac=0.5026 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.2159 acc_corrupt_t_0p4_0p6=0.6655 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=642.9648 out_g_norm=0.0132 loss_all=2.8626 init_gold_top10=0.4664 init_gold_top100=0.4727 +step=180900 micro_steps=180900 elapsed=35.9s lr=3.000000e-04 loss=2.7275 loss_recon=2.7275 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5963 corrupt_frac=1.0000 acc_corrupt=0.5963 loss_corrupt=2.7275 wrong_frac=0.4962 init_acc_corrupt=0.4711 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3849 corrupt_frac_t_0p2_0p4=0.1828 acc_corrupt_t_0p4_0p6=0.6617 corrupt_frac_t_0p4_0p6=0.2181 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=643.1290 out_g_norm=0.0129 loss_all=3.3171 init_gold_top10=0.4403 init_gold_top100=0.4474 +step=181000 micro_steps=181000 elapsed=33.1s lr=3.000000e-04 loss=2.7742 loss_recon=2.7742 loss_meanflow=0.0000 mean_model_t=0.4927 mean_corrupt_t=0.4927 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7742 wrong_frac=0.5075 init_acc_corrupt=0.4579 acc_corrupt_t_0p0_0p2=0.1075 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3945 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6708 corrupt_frac_t_0p4_0p6=0.2125 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.1859 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=643.2988 out_g_norm=0.0128 loss_all=2.7765 init_gold_top10=0.4662 init_gold_top100=0.4726 +step=181100 micro_steps=181100 elapsed=35.9s lr=3.000000e-04 loss=2.8420 loss_recon=2.8420 loss_meanflow=0.0000 mean_model_t=0.4885 mean_corrupt_t=0.4885 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5797 corrupt_frac=1.0000 acc_corrupt=0.5797 loss_corrupt=2.8420 wrong_frac=0.5115 init_acc_corrupt=0.4527 acc_corrupt_t_0p0_0p2=0.0989 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3887 corrupt_frac_t_0p2_0p4=0.2144 acc_corrupt_t_0p4_0p6=0.6658 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=643.4729 out_g_norm=0.0133 loss_all=2.3538 init_gold_top10=0.5408 init_gold_top100=0.5442 +step=181200 micro_steps=181200 elapsed=33.5s lr=3.000000e-04 loss=2.7644 loss_recon=2.7644 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5916 corrupt_frac=1.0000 acc_corrupt=0.5916 loss_corrupt=2.7644 wrong_frac=0.5012 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=643.6358 out_g_norm=0.0130 loss_all=2.4214 init_gold_top10=0.5081 init_gold_top100=0.5131 +step=181300 micro_steps=181300 elapsed=33.4s lr=3.000000e-04 loss=2.7350 loss_recon=2.7350 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5961 corrupt_frac=1.0000 acc_corrupt=0.5961 loss_corrupt=2.7350 wrong_frac=0.4956 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=643.8024 out_g_norm=0.0134 loss_all=2.8999 init_gold_top10=0.4848 init_gold_top100=0.4914 +step=181400 micro_steps=181400 elapsed=33.4s lr=3.000000e-04 loss=2.7790 loss_recon=2.7790 loss_meanflow=0.0000 mean_model_t=0.4932 mean_corrupt_t=0.4932 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5888 corrupt_frac=1.0000 acc_corrupt=0.5888 loss_corrupt=2.7790 wrong_frac=0.5069 init_acc_corrupt=0.4567 acc_corrupt_t_0p0_0p2=0.1080 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3895 corrupt_frac_t_0p2_0p4=0.2181 acc_corrupt_t_0p4_0p6=0.6765 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1872 out_w_norm=643.9693 out_g_norm=0.0129 loss_all=2.9848 init_gold_top10=0.4453 init_gold_top100=0.4526 +step=181500 micro_steps=181500 elapsed=33.3s lr=3.000000e-04 loss=2.7305 loss_recon=2.7305 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5958 corrupt_frac=1.0000 acc_corrupt=0.5958 loss_corrupt=2.7305 wrong_frac=0.4973 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3925 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=644.1399 out_g_norm=0.0128 loss_all=2.1913 init_gold_top10=0.5829 init_gold_top100=0.5867 +step=181600 micro_steps=181600 elapsed=34.0s lr=3.000000e-04 loss=2.7842 loss_recon=2.7842 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7842 wrong_frac=0.5014 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3870 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6676 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=644.3019 out_g_norm=0.0129 loss_all=2.5069 init_gold_top10=0.5024 init_gold_top100=0.5051 +step=181700 micro_steps=181700 elapsed=33.3s lr=3.000000e-04 loss=2.7703 loss_recon=2.7703 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7703 wrong_frac=0.5019 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=644.4682 out_g_norm=0.0129 loss_all=3.1105 init_gold_top10=0.4686 init_gold_top100=0.4763 +step=181800 micro_steps=181800 elapsed=34.1s lr=3.000000e-04 loss=2.7261 loss_recon=2.7261 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5974 corrupt_frac=1.0000 acc_corrupt=0.5974 loss_corrupt=2.7261 wrong_frac=0.4951 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6708 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=644.6388 out_g_norm=0.0130 loss_all=2.9814 init_gold_top10=0.4594 init_gold_top100=0.4654 +step=181900 micro_steps=181900 elapsed=33.4s lr=3.000000e-04 loss=2.7826 loss_recon=2.7826 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5877 corrupt_frac=1.0000 acc_corrupt=0.5877 loss_corrupt=2.7826 wrong_frac=0.5048 init_acc_corrupt=0.4605 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3852 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1951 out_w_norm=644.8104 out_g_norm=0.0131 loss_all=2.1910 init_gold_top10=0.5901 init_gold_top100=0.5937 +step=182000 micro_steps=182000 elapsed=33.3s lr=3.000000e-04 loss=2.7092 loss_recon=2.7092 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5983 corrupt_frac=1.0000 acc_corrupt=0.5983 loss_corrupt=2.7092 wrong_frac=0.4963 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3950 corrupt_frac_t_0p2_0p4=0.1881 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=644.9816 out_g_norm=0.0130 loss_all=2.5554 init_gold_top10=0.5360 init_gold_top100=0.5414 +step=182100 micro_steps=182100 elapsed=34.8s lr=3.000000e-04 loss=2.7250 loss_recon=2.7250 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5962 corrupt_frac=1.0000 acc_corrupt=0.5962 loss_corrupt=2.7250 wrong_frac=0.4966 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.2153 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=645.1532 out_g_norm=0.0131 loss_all=2.1629 init_gold_top10=0.5673 init_gold_top100=0.5710 +step=182200 micro_steps=182200 elapsed=33.3s lr=3.000000e-04 loss=2.7352 loss_recon=2.7352 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5953 corrupt_frac=1.0000 acc_corrupt=0.5953 loss_corrupt=2.7352 wrong_frac=0.4966 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1853 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6635 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=645.3279 out_g_norm=0.0130 loss_all=2.4206 init_gold_top10=0.5593 init_gold_top100=0.5636 +step=182300 micro_steps=182300 elapsed=33.1s lr=3.000000e-04 loss=2.7271 loss_recon=2.7271 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5953 corrupt_frac=1.0000 acc_corrupt=0.5953 loss_corrupt=2.7271 wrong_frac=0.4979 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.1869 acc_corrupt_t_0p2_0p4=0.3808 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6721 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=645.4959 out_g_norm=0.0132 loss_all=2.6684 init_gold_top10=0.4846 init_gold_top100=0.4893 +step=182400 micro_steps=182400 elapsed=33.2s lr=3.000000e-04 loss=2.7053 loss_recon=2.7053 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5989 corrupt_frac=1.0000 acc_corrupt=0.5989 loss_corrupt=2.7053 wrong_frac=0.4954 init_acc_corrupt=0.4721 acc_corrupt_t_0p0_0p2=0.0996 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3914 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=645.6658 out_g_norm=0.0129 loss_all=2.8002 init_gold_top10=0.4604 init_gold_top100=0.4654 +step=182500 micro_steps=182500 elapsed=33.2s lr=3.000000e-04 loss=2.7854 loss_recon=2.7854 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5883 corrupt_frac=1.0000 acc_corrupt=0.5883 loss_corrupt=2.7854 wrong_frac=0.5020 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.2052 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6668 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=645.8330 out_g_norm=0.0131 loss_all=2.9899 init_gold_top10=0.4551 init_gold_top100=0.4637 +step=182600 micro_steps=182600 elapsed=33.4s lr=3.000000e-04 loss=2.6795 loss_recon=2.6795 loss_meanflow=0.0000 mean_model_t=0.5101 mean_corrupt_t=0.5101 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6031 corrupt_frac=1.0000 acc_corrupt=0.6031 loss_corrupt=2.6795 wrong_frac=0.4898 init_acc_corrupt=0.4779 acc_corrupt_t_0p0_0p2=0.0982 corrupt_frac_t_0p0_0p2=0.1809 acc_corrupt_t_0p2_0p4=0.3814 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6655 corrupt_frac_t_0p4_0p6=0.2094 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=646.0007 out_g_norm=0.0130 loss_all=3.4005 init_gold_top10=0.4053 init_gold_top100=0.4147 +step=182700 micro_steps=182700 elapsed=33.3s lr=3.000000e-04 loss=2.7234 loss_recon=2.7234 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5971 corrupt_frac=1.0000 acc_corrupt=0.5971 loss_corrupt=2.7234 wrong_frac=0.4956 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3905 corrupt_frac_t_0p2_0p4=0.2125 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2109 out_w_norm=646.1688 out_g_norm=0.0130 loss_all=2.4168 init_gold_top10=0.5386 init_gold_top100=0.5430 +step=182800 micro_steps=182800 elapsed=33.3s lr=3.000000e-04 loss=2.7139 loss_recon=2.7139 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5964 corrupt_frac=1.0000 acc_corrupt=0.5964 loss_corrupt=2.7139 wrong_frac=0.4975 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3901 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=646.3381 out_g_norm=0.0130 loss_all=2.7396 init_gold_top10=0.5108 init_gold_top100=0.5156 +step=182900 micro_steps=182900 elapsed=33.3s lr=3.000000e-04 loss=2.7824 loss_recon=2.7824 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5895 corrupt_frac=1.0000 acc_corrupt=0.5895 loss_corrupt=2.7824 wrong_frac=0.5008 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3796 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6654 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.1869 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=646.5091 out_g_norm=0.0131 loss_all=3.1426 init_gold_top10=0.4544 init_gold_top100=0.4616 +step=183000 micro_steps=183000 elapsed=33.4s lr=3.000000e-04 loss=2.7206 loss_recon=2.7206 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5963 corrupt_frac=1.0000 acc_corrupt=0.5963 loss_corrupt=2.7206 wrong_frac=0.4972 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1091 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3888 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6730 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=646.6743 out_g_norm=0.0133 loss_all=2.5959 init_gold_top10=0.5243 init_gold_top100=0.5315 +step=183100 micro_steps=183100 elapsed=34.6s lr=3.000000e-04 loss=2.6047 loss_recon=2.6047 loss_meanflow=0.0000 mean_model_t=0.5164 mean_corrupt_t=0.5164 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6134 corrupt_frac=1.0000 acc_corrupt=0.6134 loss_corrupt=2.6047 wrong_frac=0.4837 init_acc_corrupt=0.4841 acc_corrupt_t_0p0_0p2=0.1120 corrupt_frac_t_0p0_0p2=0.1866 acc_corrupt_t_0p2_0p4=0.4029 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2131 out_w_norm=646.8480 out_g_norm=0.0129 loss_all=2.3264 init_gold_top10=0.5100 init_gold_top100=0.5170 +step=183200 micro_steps=183200 elapsed=33.3s lr=3.000000e-04 loss=2.7366 loss_recon=2.7366 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7366 wrong_frac=0.4999 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1982 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.2144 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=647.0210 out_g_norm=0.0129 loss_all=3.0969 init_gold_top10=0.4615 init_gold_top100=0.4678 +step=183300 micro_steps=183300 elapsed=33.4s lr=3.000000e-04 loss=2.7862 loss_recon=2.7862 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5888 corrupt_frac=1.0000 acc_corrupt=0.5888 loss_corrupt=2.7862 wrong_frac=0.5029 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.0975 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=647.1858 out_g_norm=0.0128 loss_all=2.7396 init_gold_top10=0.5095 init_gold_top100=0.5157 +step=183400 micro_steps=183400 elapsed=33.3s lr=3.000000e-04 loss=2.7957 loss_recon=2.7957 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.7957 wrong_frac=0.5052 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3913 corrupt_frac_t_0p2_0p4=0.2121 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2014 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=647.3560 out_g_norm=0.0134 loss_all=3.4518 init_gold_top10=0.4044 init_gold_top100=0.4117 +step=183500 micro_steps=183500 elapsed=33.4s lr=3.000000e-04 loss=2.8230 loss_recon=2.8230 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5845 corrupt_frac=1.0000 acc_corrupt=0.5845 loss_corrupt=2.8230 wrong_frac=0.5064 init_acc_corrupt=0.4576 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3771 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=647.5217 out_g_norm=0.0129 loss_all=2.7460 init_gold_top10=0.4852 init_gold_top100=0.4913 +step=183600 micro_steps=183600 elapsed=33.4s lr=3.000000e-04 loss=2.7595 loss_recon=2.7595 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7595 wrong_frac=0.5018 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3855 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=647.6882 out_g_norm=0.0129 loss_all=2.9636 init_gold_top10=0.4522 init_gold_top100=0.4571 +step=183700 micro_steps=183700 elapsed=33.3s lr=3.000000e-04 loss=2.7851 loss_recon=2.7851 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7851 wrong_frac=0.5019 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.0992 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=647.8518 out_g_norm=0.0130 loss_all=2.5828 init_gold_top10=0.5302 init_gold_top100=0.5356 +step=183800 micro_steps=183800 elapsed=33.4s lr=3.000000e-04 loss=2.7215 loss_recon=2.7215 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5977 corrupt_frac=1.0000 acc_corrupt=0.5977 loss_corrupt=2.7215 wrong_frac=0.4933 init_acc_corrupt=0.4725 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=648.0207 out_g_norm=0.0129 loss_all=2.6729 init_gold_top10=0.5103 init_gold_top100=0.5142 +step=183900 micro_steps=183900 elapsed=33.3s lr=3.000000e-04 loss=2.7000 loss_recon=2.7000 loss_meanflow=0.0000 mean_model_t=0.5079 mean_corrupt_t=0.5079 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5999 corrupt_frac=1.0000 acc_corrupt=0.5999 loss_corrupt=2.7000 wrong_frac=0.4922 init_acc_corrupt=0.4746 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3849 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=648.1824 out_g_norm=0.0128 loss_all=2.2675 init_gold_top10=0.5387 init_gold_top100=0.5426 +step=184000 micro_steps=184000 elapsed=33.3s lr=3.000000e-04 loss=2.8051 loss_recon=2.8051 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5863 corrupt_frac=1.0000 acc_corrupt=0.5863 loss_corrupt=2.8051 wrong_frac=0.5045 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1074 corrupt_frac_t_0p0_0p2=0.2172 acc_corrupt_t_0p2_0p4=0.3870 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=648.3548 out_g_norm=0.0129 loss_all=2.5742 init_gold_top10=0.5212 init_gold_top100=0.5250 +step=184100 micro_steps=184100 elapsed=34.9s lr=3.000000e-04 loss=2.8133 loss_recon=2.8133 loss_meanflow=0.0000 mean_model_t=0.4914 mean_corrupt_t=0.4914 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5832 corrupt_frac=1.0000 acc_corrupt=0.5832 loss_corrupt=2.8133 wrong_frac=0.5083 init_acc_corrupt=0.4562 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3892 corrupt_frac_t_0p2_0p4=0.2096 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.1847 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=648.5197 out_g_norm=0.0131 loss_all=2.9586 init_gold_top10=0.4598 init_gold_top100=0.4673 +step=184200 micro_steps=184200 elapsed=33.4s lr=3.000000e-04 loss=2.6604 loss_recon=2.6604 loss_meanflow=0.0000 mean_model_t=0.5105 mean_corrupt_t=0.5105 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6043 corrupt_frac=1.0000 acc_corrupt=0.6043 loss_corrupt=2.6604 wrong_frac=0.4898 init_acc_corrupt=0.4771 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1809 acc_corrupt_t_0p2_0p4=0.3908 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2061 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=648.6777 out_g_norm=0.0128 loss_all=2.4678 init_gold_top10=0.5034 init_gold_top100=0.5074 +step=184300 micro_steps=184300 elapsed=33.4s lr=3.000000e-04 loss=2.8811 loss_recon=2.8811 loss_meanflow=0.0000 mean_model_t=0.4873 mean_corrupt_t=0.4873 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5775 corrupt_frac=1.0000 acc_corrupt=0.5775 loss_corrupt=2.8811 wrong_frac=0.5130 init_acc_corrupt=0.4507 acc_corrupt_t_0p0_0p2=0.1074 corrupt_frac_t_0p0_0p2=0.2184 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9611 corrupt_frac_t_0p8_1p0=0.1884 out_w_norm=648.8401 out_g_norm=0.0128 loss_all=2.9872 init_gold_top10=0.4522 init_gold_top100=0.4581 +step=184400 micro_steps=184400 elapsed=33.2s lr=3.000000e-04 loss=2.6903 loss_recon=2.6903 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6016 corrupt_frac=1.0000 acc_corrupt=0.6016 loss_corrupt=2.6903 wrong_frac=0.4943 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.4054 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6752 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=649.0101 out_g_norm=0.0133 loss_all=2.4675 init_gold_top10=0.4953 init_gold_top100=0.4998 +step=184500 micro_steps=184500 elapsed=33.2s lr=3.000000e-04 loss=2.7098 loss_recon=2.7098 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5983 corrupt_frac=1.0000 acc_corrupt=0.5983 loss_corrupt=2.7098 wrong_frac=0.4976 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3950 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6731 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=649.1773 out_g_norm=0.0130 loss_all=2.7367 init_gold_top10=0.4799 init_gold_top100=0.4868 +step=184600 micro_steps=184600 elapsed=33.3s lr=3.000000e-04 loss=2.7891 loss_recon=2.7891 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7891 wrong_frac=0.5042 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1085 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6747 corrupt_frac_t_0p4_0p6=0.1862 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=649.3434 out_g_norm=0.0132 loss_all=2.5575 init_gold_top10=0.5275 init_gold_top100=0.5316 +step=184700 micro_steps=184700 elapsed=33.2s lr=3.000000e-04 loss=2.7546 loss_recon=2.7546 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5923 corrupt_frac=1.0000 acc_corrupt=0.5923 loss_corrupt=2.7546 wrong_frac=0.5015 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3871 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6725 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=649.5062 out_g_norm=0.0128 loss_all=3.1099 init_gold_top10=0.4475 init_gold_top100=0.4541 +step=184800 micro_steps=184800 elapsed=33.2s lr=3.000000e-04 loss=2.7040 loss_recon=2.7040 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5991 corrupt_frac=1.0000 acc_corrupt=0.5991 loss_corrupt=2.7040 wrong_frac=0.4952 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.1869 acc_corrupt_t_0p2_0p4=0.3820 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=649.6799 out_g_norm=0.0128 loss_all=2.5208 init_gold_top10=0.5307 init_gold_top100=0.5355 +step=184900 micro_steps=184900 elapsed=33.3s lr=3.000000e-04 loss=2.7926 loss_recon=2.7926 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7926 wrong_frac=0.4995 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3779 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2147 out_w_norm=649.8529 out_g_norm=0.0128 loss_all=2.5781 init_gold_top10=0.5166 init_gold_top100=0.5219 +step=185000 micro_steps=185000 elapsed=33.2s lr=3.000000e-04 loss=2.8205 loss_recon=2.8205 loss_meanflow=0.0000 mean_model_t=0.4923 mean_corrupt_t=0.4923 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5837 corrupt_frac=1.0000 acc_corrupt=0.5837 loss_corrupt=2.8205 wrong_frac=0.5079 init_acc_corrupt=0.4566 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3838 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6679 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1976 out_w_norm=650.0198 out_g_norm=0.0131 loss_all=3.0524 init_gold_top10=0.4571 init_gold_top100=0.4653 +step=185100 micro_steps=185100 elapsed=34.6s lr=3.000000e-04 loss=2.7606 loss_recon=2.7606 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5918 corrupt_frac=1.0000 acc_corrupt=0.5918 loss_corrupt=2.7606 wrong_frac=0.5020 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3970 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6727 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=650.1913 out_g_norm=0.0129 loss_all=2.5754 init_gold_top10=0.5086 init_gold_top100=0.5135 +step=185200 micro_steps=185200 elapsed=33.2s lr=3.000000e-04 loss=2.7512 loss_recon=2.7512 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5927 corrupt_frac=1.0000 acc_corrupt=0.5927 loss_corrupt=2.7512 wrong_frac=0.4989 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.1976 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.2090 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=650.3547 out_g_norm=0.0128 loss_all=2.6765 init_gold_top10=0.5113 init_gold_top100=0.5186 +step=185300 micro_steps=185300 elapsed=33.2s lr=3.000000e-04 loss=2.6977 loss_recon=2.6977 loss_meanflow=0.0000 mean_model_t=0.5064 mean_corrupt_t=0.5064 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5990 corrupt_frac=1.0000 acc_corrupt=0.5990 loss_corrupt=2.6977 wrong_frac=0.4933 init_acc_corrupt=0.4724 acc_corrupt_t_0p0_0p2=0.1066 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3844 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.2011 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=650.5290 out_g_norm=0.0129 loss_all=2.6253 init_gold_top10=0.4932 init_gold_top100=0.4985 +step=185400 micro_steps=185400 elapsed=33.3s lr=3.000000e-04 loss=2.7305 loss_recon=2.7305 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5981 corrupt_frac=1.0000 acc_corrupt=0.5981 loss_corrupt=2.7305 wrong_frac=0.4940 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3880 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6734 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2109 out_w_norm=650.6949 out_g_norm=0.0129 loss_all=3.1988 init_gold_top10=0.4542 init_gold_top100=0.4624 +step=185500 micro_steps=185500 elapsed=33.1s lr=3.000000e-04 loss=2.7021 loss_recon=2.7021 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5999 corrupt_frac=1.0000 acc_corrupt=0.5999 loss_corrupt=2.7021 wrong_frac=0.4956 init_acc_corrupt=0.4709 acc_corrupt_t_0p0_0p2=0.1069 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3956 corrupt_frac_t_0p2_0p4=0.1929 acc_corrupt_t_0p4_0p6=0.6772 corrupt_frac_t_0p4_0p6=0.2125 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2061 out_w_norm=650.8664 out_g_norm=0.0130 loss_all=1.9559 init_gold_top10=0.5556 init_gold_top100=0.5592 +step=185600 micro_steps=185600 elapsed=33.2s lr=3.000000e-04 loss=2.7287 loss_recon=2.7287 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5957 corrupt_frac=1.0000 acc_corrupt=0.5957 loss_corrupt=2.7287 wrong_frac=0.4984 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6729 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9600 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=651.0285 out_g_norm=0.0128 loss_all=2.9103 init_gold_top10=0.4507 init_gold_top100=0.4557 +step=185700 micro_steps=185700 elapsed=33.4s lr=3.000000e-04 loss=2.7742 loss_recon=2.7742 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7742 wrong_frac=0.5020 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=651.1922 out_g_norm=0.0127 loss_all=1.9346 init_gold_top10=0.5596 init_gold_top100=0.5659 +step=185800 micro_steps=185800 elapsed=33.5s lr=3.000000e-04 loss=2.7610 loss_recon=2.7610 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7610 wrong_frac=0.5009 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3981 corrupt_frac_t_0p2_0p4=0.2058 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=651.3520 out_g_norm=0.0129 loss_all=3.3851 init_gold_top10=0.4135 init_gold_top100=0.4201 +step=185900 micro_steps=185900 elapsed=33.4s lr=3.000000e-04 loss=2.7111 loss_recon=2.7111 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5979 corrupt_frac=1.0000 acc_corrupt=0.5979 loss_corrupt=2.7111 wrong_frac=0.4973 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3923 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=651.5014 out_g_norm=0.0130 loss_all=2.4714 init_gold_top10=0.5388 init_gold_top100=0.5424 +step=186000 micro_steps=186000 elapsed=33.5s lr=3.000000e-04 loss=2.7619 loss_recon=2.7619 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5916 corrupt_frac=1.0000 acc_corrupt=0.5916 loss_corrupt=2.7619 wrong_frac=0.4997 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.0982 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=651.6680 out_g_norm=0.0128 loss_all=3.6592 init_gold_top10=0.3929 init_gold_top100=0.4030 +step=186100 micro_steps=186100 elapsed=35.0s lr=3.000000e-04 loss=2.7674 loss_recon=2.7674 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7674 wrong_frac=0.4996 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8491 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=651.8366 out_g_norm=0.0132 loss_all=2.3252 init_gold_top10=0.5374 init_gold_top100=0.5431 +step=186200 micro_steps=186200 elapsed=33.3s lr=3.000000e-04 loss=2.7881 loss_recon=2.7881 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5872 corrupt_frac=1.0000 acc_corrupt=0.5872 loss_corrupt=2.7881 wrong_frac=0.5050 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.3893 corrupt_frac_t_0p2_0p4=0.2137 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=652.0038 out_g_norm=0.0137 loss_all=2.5252 init_gold_top10=0.5435 init_gold_top100=0.5486 +step=186300 micro_steps=186300 elapsed=33.3s lr=3.000000e-04 loss=2.7378 loss_recon=2.7378 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5940 corrupt_frac=1.0000 acc_corrupt=0.5940 loss_corrupt=2.7378 wrong_frac=0.4986 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3902 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=652.1772 out_g_norm=0.0129 loss_all=2.5162 init_gold_top10=0.5267 init_gold_top100=0.5308 +step=186400 micro_steps=186400 elapsed=33.3s lr=3.000000e-04 loss=2.7704 loss_recon=2.7704 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7704 wrong_frac=0.4988 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3932 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=652.3399 out_g_norm=0.0129 loss_all=2.4596 init_gold_top10=0.5343 init_gold_top100=0.5385 +step=186500 micro_steps=186500 elapsed=33.5s lr=3.000000e-04 loss=2.7604 loss_recon=2.7604 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7604 wrong_frac=0.5006 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1095 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3819 corrupt_frac_t_0p2_0p4=0.2131 acc_corrupt_t_0p4_0p6=0.6633 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.1981 out_w_norm=652.5055 out_g_norm=0.0128 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2033 loss_all=2.9678 init_gold_top10=0.4602 init_gold_top100=0.4662 +step=186600 micro_steps=186600 elapsed=33.3s lr=3.000000e-04 loss=2.8076 loss_recon=2.8076 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5863 corrupt_frac=1.0000 acc_corrupt=0.5863 loss_corrupt=2.8076 wrong_frac=0.5069 init_acc_corrupt=0.4581 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2077 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=652.6768 out_g_norm=0.0130 loss_all=2.4463 init_gold_top10=0.5356 init_gold_top100=0.5403 +step=186700 micro_steps=186700 elapsed=33.3s lr=3.000000e-04 loss=2.7349 loss_recon=2.7349 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7349 wrong_frac=0.4978 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=652.8409 out_g_norm=0.0131 loss_all=2.4040 init_gold_top10=0.5354 init_gold_top100=0.5391 +step=186800 micro_steps=186800 elapsed=33.4s lr=3.000000e-04 loss=2.7267 loss_recon=2.7267 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7267 wrong_frac=0.4979 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2291 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1809 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=653.0078 out_g_norm=0.0128 loss_all=2.4302 init_gold_top10=0.5233 init_gold_top100=0.5253 +step=186900 micro_steps=186900 elapsed=33.3s lr=3.000000e-04 loss=2.7149 loss_recon=2.7149 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5980 corrupt_frac=1.0000 acc_corrupt=0.5980 loss_corrupt=2.7149 wrong_frac=0.4957 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1073 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3951 corrupt_frac_t_0p2_0p4=0.1970 acc_corrupt_t_0p4_0p6=0.6685 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=653.1746 out_g_norm=0.0131 loss_all=2.9953 init_gold_top10=0.4509 init_gold_top100=0.4611 +step=187000 micro_steps=187000 elapsed=33.2s lr=3.000000e-04 loss=2.7837 loss_recon=2.7837 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7837 wrong_frac=0.5038 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.2055 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=653.3457 out_g_norm=0.0128 loss_all=2.4508 init_gold_top10=0.5123 init_gold_top100=0.5157 +step=187100 micro_steps=187100 elapsed=34.7s lr=3.000000e-04 loss=2.6943 loss_recon=2.6943 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6003 corrupt_frac=1.0000 acc_corrupt=0.6003 loss_corrupt=2.6943 wrong_frac=0.4914 init_acc_corrupt=0.4749 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3880 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6593 corrupt_frac_t_0p4_0p6=0.1973 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2077 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2109 out_w_norm=653.5202 out_g_norm=0.0128 loss_all=3.2687 init_gold_top10=0.4345 init_gold_top100=0.4433 +step=187200 micro_steps=187200 elapsed=33.5s lr=3.000000e-04 loss=2.7911 loss_recon=2.7911 loss_meanflow=0.0000 mean_model_t=0.4927 mean_corrupt_t=0.4927 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.7911 wrong_frac=0.5073 init_acc_corrupt=0.4578 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3921 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1853 out_w_norm=653.6840 out_g_norm=0.0128 loss_all=3.1420 init_gold_top10=0.4488 init_gold_top100=0.4547 +step=187300 micro_steps=187300 elapsed=33.4s lr=3.000000e-04 loss=2.7901 loss_recon=2.7901 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5879 corrupt_frac=1.0000 acc_corrupt=0.5879 loss_corrupt=2.7901 wrong_frac=0.5038 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=653.8396 out_g_norm=0.0127 loss_all=2.6677 init_gold_top10=0.4681 init_gold_top100=0.4734 +step=187400 micro_steps=187400 elapsed=33.4s lr=3.000000e-04 loss=2.6972 loss_recon=2.6972 loss_meanflow=0.0000 mean_model_t=0.5072 mean_corrupt_t=0.5072 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5997 corrupt_frac=1.0000 acc_corrupt=0.5997 loss_corrupt=2.6972 wrong_frac=0.4927 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=653.9954 out_g_norm=0.0130 loss_all=2.6810 init_gold_top10=0.5012 init_gold_top100=0.5045 +step=187500 micro_steps=187500 elapsed=33.3s lr=3.000000e-04 loss=2.7837 loss_recon=2.7837 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5889 corrupt_frac=1.0000 acc_corrupt=0.5889 loss_corrupt=2.7837 wrong_frac=0.5030 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.2105 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6753 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=654.1582 out_g_norm=0.0131 loss_all=2.7805 init_gold_top10=0.4850 init_gold_top100=0.4904 +step=187600 micro_steps=187600 elapsed=33.3s lr=3.000000e-04 loss=2.7304 loss_recon=2.7304 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5957 corrupt_frac=1.0000 acc_corrupt=0.5957 loss_corrupt=2.7304 wrong_frac=0.4998 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.2131 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=654.3312 out_g_norm=0.0127 loss_all=3.0537 init_gold_top10=0.4781 init_gold_top100=0.4848 +step=187700 micro_steps=187700 elapsed=33.2s lr=3.000000e-04 loss=2.7938 loss_recon=2.7938 loss_meanflow=0.0000 mean_model_t=0.4935 mean_corrupt_t=0.4935 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5859 corrupt_frac=1.0000 acc_corrupt=0.5859 loss_corrupt=2.7938 wrong_frac=0.5064 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.0982 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.2023 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8420 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=654.4925 out_g_norm=0.0129 loss_all=2.5419 init_gold_top10=0.5144 init_gold_top100=0.5190 +step=187800 micro_steps=187800 elapsed=33.3s lr=3.000000e-04 loss=2.7471 loss_recon=2.7471 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7471 wrong_frac=0.4989 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3946 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=654.6527 out_g_norm=0.0128 loss_all=2.4327 init_gold_top10=0.5415 init_gold_top100=0.5468 +step=187900 micro_steps=187900 elapsed=33.2s lr=3.000000e-04 loss=2.7427 loss_recon=2.7427 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5948 corrupt_frac=1.0000 acc_corrupt=0.5948 loss_corrupt=2.7427 wrong_frac=0.4966 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=654.8139 out_g_norm=0.0130 loss_all=3.7402 init_gold_top10=0.3925 init_gold_top100=0.3983 +step=188000 micro_steps=188000 elapsed=33.2s lr=3.000000e-04 loss=2.7746 loss_recon=2.7746 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7746 wrong_frac=0.5010 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=654.9707 out_g_norm=0.0128 loss_all=2.7833 init_gold_top10=0.4626 init_gold_top100=0.4679 +step=188100 micro_steps=188100 elapsed=34.5s lr=3.000000e-04 loss=2.7412 loss_recon=2.7412 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5950 corrupt_frac=1.0000 acc_corrupt=0.5950 loss_corrupt=2.7412 wrong_frac=0.4991 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1094 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3953 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=655.1168 out_g_norm=0.0130 loss_all=3.2920 init_gold_top10=0.4249 init_gold_top100=0.4315 +step=188200 micro_steps=188200 elapsed=33.2s lr=3.000000e-04 loss=2.7852 loss_recon=2.7852 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7852 wrong_frac=0.5015 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3938 corrupt_frac_t_0p2_0p4=0.2131 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=655.2818 out_g_norm=0.0128 loss_all=2.3014 init_gold_top10=0.5441 init_gold_top100=0.5483 +step=188300 micro_steps=188300 elapsed=33.4s lr=3.000000e-04 loss=2.6593 loss_recon=2.6593 loss_meanflow=0.0000 mean_model_t=0.5100 mean_corrupt_t=0.5100 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6046 corrupt_frac=1.0000 acc_corrupt=0.6046 loss_corrupt=2.6593 wrong_frac=0.4901 init_acc_corrupt=0.4777 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.1957 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.1828 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=655.4502 out_g_norm=0.0128 loss_all=2.1761 init_gold_top10=0.5791 init_gold_top100=0.5826 +step=188400 micro_steps=188400 elapsed=33.3s lr=3.000000e-04 loss=2.7260 loss_recon=2.7260 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5964 corrupt_frac=1.0000 acc_corrupt=0.5964 loss_corrupt=2.7260 wrong_frac=0.4966 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.1082 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3831 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.2141 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=655.6082 out_g_norm=0.0127 loss_all=3.3036 init_gold_top10=0.4316 init_gold_top100=0.4386 +step=188500 micro_steps=188500 elapsed=33.2s lr=3.000000e-04 loss=2.8154 loss_recon=2.8154 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5851 corrupt_frac=1.0000 acc_corrupt=0.5851 loss_corrupt=2.8154 wrong_frac=0.5040 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.3787 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6658 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=655.7716 out_g_norm=0.0128 loss_all=2.7284 init_gold_top10=0.5029 init_gold_top100=0.5060 +step=188600 micro_steps=188600 elapsed=33.3s lr=3.000000e-04 loss=2.7661 loss_recon=2.7661 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5925 corrupt_frac=1.0000 acc_corrupt=0.5925 loss_corrupt=2.7661 wrong_frac=0.4977 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=655.9366 out_g_norm=0.0128 loss_all=2.9194 init_gold_top10=0.5004 init_gold_top100=0.5065 +step=188700 micro_steps=188700 elapsed=33.1s lr=3.000000e-04 loss=2.8021 loss_recon=2.8021 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.8021 wrong_frac=0.5043 init_acc_corrupt=0.4602 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6626 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=656.1062 out_g_norm=0.0129 loss_all=3.3355 init_gold_top10=0.4151 init_gold_top100=0.4192 +step=188800 micro_steps=188800 elapsed=33.1s lr=3.000000e-04 loss=2.7556 loss_recon=2.7556 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7556 wrong_frac=0.5015 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.2004 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=656.2729 out_g_norm=0.0129 loss_all=2.4679 init_gold_top10=0.5300 init_gold_top100=0.5345 +step=188900 micro_steps=188900 elapsed=33.2s lr=3.000000e-04 loss=2.8680 loss_recon=2.8680 loss_meanflow=0.0000 mean_model_t=0.4834 mean_corrupt_t=0.4834 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5783 corrupt_frac=1.0000 acc_corrupt=0.5783 loss_corrupt=2.8680 wrong_frac=0.5167 init_acc_corrupt=0.4473 acc_corrupt_t_0p0_0p2=0.1079 corrupt_frac_t_0p0_0p2=0.2247 acc_corrupt_t_0p2_0p4=0.3958 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6748 corrupt_frac_t_0p4_0p6=0.2033 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=656.4378 out_g_norm=0.0127 loss_all=2.7092 init_gold_top10=0.4796 init_gold_top100=0.4828 +step=189000 micro_steps=189000 elapsed=33.2s lr=3.000000e-04 loss=2.7979 loss_recon=2.7979 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7979 wrong_frac=0.5017 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3807 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.1897 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=656.5990 out_g_norm=0.0128 loss_all=2.4507 init_gold_top10=0.5210 init_gold_top100=0.5254 +step=189100 micro_steps=189100 elapsed=34.6s lr=3.000000e-04 loss=2.8131 loss_recon=2.8131 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5853 corrupt_frac=1.0000 acc_corrupt=0.5853 loss_corrupt=2.8131 wrong_frac=0.5056 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3820 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=656.7586 out_g_norm=0.0128 loss_all=3.3051 init_gold_top10=0.4161 init_gold_top100=0.4250 +step=189200 micro_steps=189200 elapsed=33.2s lr=3.000000e-04 loss=2.7518 loss_recon=2.7518 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7518 wrong_frac=0.4972 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1075 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3905 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.2118 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=656.9149 out_g_norm=0.0129 loss_all=2.5815 init_gold_top10=0.4987 init_gold_top100=0.5034 +step=189300 micro_steps=189300 elapsed=33.2s lr=3.000000e-04 loss=2.7738 loss_recon=2.7738 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5914 corrupt_frac=1.0000 acc_corrupt=0.5914 loss_corrupt=2.7738 wrong_frac=0.5007 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1073 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3878 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6726 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=657.0830 out_g_norm=0.0129 loss_all=2.1565 init_gold_top10=0.5594 init_gold_top100=0.5623 +step=189400 micro_steps=189400 elapsed=33.2s lr=3.000000e-04 loss=2.7569 loss_recon=2.7569 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7569 wrong_frac=0.4995 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3831 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6735 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=657.2446 out_g_norm=0.0130 loss_all=2.9590 init_gold_top10=0.4707 init_gold_top100=0.4744 +step=189500 micro_steps=189500 elapsed=33.2s lr=3.000000e-04 loss=2.7935 loss_recon=2.7935 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5877 corrupt_frac=1.0000 acc_corrupt=0.5877 loss_corrupt=2.7935 wrong_frac=0.5024 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.1957 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=657.4126 out_g_norm=0.0126 loss_all=2.2142 init_gold_top10=0.5509 init_gold_top100=0.5559 +step=189600 micro_steps=189600 elapsed=33.2s lr=3.000000e-04 loss=2.7487 loss_recon=2.7487 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7487 wrong_frac=0.4980 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.1872 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.2184 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=657.5766 out_g_norm=0.0128 loss_all=2.3540 init_gold_top10=0.5044 init_gold_top100=0.5078 +step=189700 micro_steps=189700 elapsed=33.2s lr=3.000000e-04 loss=2.7276 loss_recon=2.7276 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5961 corrupt_frac=1.0000 acc_corrupt=0.5961 loss_corrupt=2.7276 wrong_frac=0.4967 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2004 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=657.7451 out_g_norm=0.0126 loss_all=3.3456 init_gold_top10=0.3955 init_gold_top100=0.4039 +step=189800 micro_steps=189800 elapsed=33.1s lr=3.000000e-04 loss=2.7120 loss_recon=2.7120 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5981 corrupt_frac=1.0000 acc_corrupt=0.5981 loss_corrupt=2.7120 wrong_frac=0.4957 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1068 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3894 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6661 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=657.9087 out_g_norm=0.0130 loss_all=2.1960 init_gold_top10=0.5699 init_gold_top100=0.5750 +step=189900 micro_steps=189900 elapsed=33.1s lr=3.000000e-04 loss=2.7172 loss_recon=2.7172 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5982 corrupt_frac=1.0000 acc_corrupt=0.5982 loss_corrupt=2.7172 wrong_frac=0.4940 init_acc_corrupt=0.4715 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=658.0726 out_g_norm=0.0126 loss_all=2.3665 init_gold_top10=0.5675 init_gold_top100=0.5707 +step=190000 micro_steps=190000 elapsed=33.2s lr=3.000000e-04 loss=2.7671 loss_recon=2.7671 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7671 wrong_frac=0.5000 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3934 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=658.2349 out_g_norm=0.0126 loss_all=2.4126 init_gold_top10=0.5390 init_gold_top100=0.5424 +step=190100 micro_steps=190100 elapsed=52.6s lr=3.000000e-04 loss=2.7164 loss_recon=2.7164 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5970 corrupt_frac=1.0000 acc_corrupt=0.5970 loss_corrupt=2.7164 wrong_frac=0.4972 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.1935 acc_corrupt_t_0p2_0p4=0.3946 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9602 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=658.4004 out_g_norm=0.0129 loss_all=2.5274 init_gold_top10=0.5396 init_gold_top100=0.5447 +step=190200 micro_steps=190200 elapsed=53.1s lr=3.000000e-04 loss=2.8820 loss_recon=2.8820 loss_meanflow=0.0000 mean_model_t=0.4852 mean_corrupt_t=0.4852 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5770 corrupt_frac=1.0000 acc_corrupt=0.5770 loss_corrupt=2.8820 wrong_frac=0.5145 init_acc_corrupt=0.4490 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2166 acc_corrupt_t_0p2_0p4=0.3935 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.1888 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=658.5664 out_g_norm=0.0128 loss_all=1.9884 init_gold_top10=0.5835 init_gold_top100=0.5878 +step=190300 micro_steps=190300 elapsed=52.8s lr=3.000000e-04 loss=2.7305 loss_recon=2.7305 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7305 wrong_frac=0.4981 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3923 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6734 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=658.7185 out_g_norm=0.0127 loss_all=2.7813 init_gold_top10=0.4712 init_gold_top100=0.4773 +step=190400 micro_steps=190400 elapsed=53.0s lr=3.000000e-04 loss=2.8122 loss_recon=2.8122 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.8122 wrong_frac=0.5045 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.1090 corrupt_frac_t_0p0_0p2=0.2128 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6710 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=658.8896 out_g_norm=0.0129 loss_all=3.4737 init_gold_top10=0.4094 init_gold_top100=0.4199 +step=190500 micro_steps=190500 elapsed=53.1s lr=3.000000e-04 loss=2.7326 loss_recon=2.7326 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5964 corrupt_frac=1.0000 acc_corrupt=0.5964 loss_corrupt=2.7326 wrong_frac=0.4984 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1957 acc_corrupt_t_0p2_0p4=0.3945 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=659.0532 out_g_norm=0.0131 loss_all=3.2937 init_gold_top10=0.4008 init_gold_top100=0.4099 +step=190600 micro_steps=190600 elapsed=53.3s lr=3.000000e-04 loss=2.7736 loss_recon=2.7736 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7736 wrong_frac=0.5010 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3878 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6725 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=659.2148 out_g_norm=0.0130 loss_all=3.0819 init_gold_top10=0.4550 init_gold_top100=0.4619 +step=190700 micro_steps=190700 elapsed=53.3s lr=3.000000e-04 loss=2.8229 loss_recon=2.8229 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5848 corrupt_frac=1.0000 acc_corrupt=0.5848 loss_corrupt=2.8229 wrong_frac=0.5056 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2131 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.1891 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=659.3837 out_g_norm=0.0131 loss_all=3.0510 init_gold_top10=0.4662 init_gold_top100=0.4730 +step=190800 micro_steps=190800 elapsed=46.2s lr=3.000000e-04 loss=2.6972 loss_recon=2.6972 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5990 corrupt_frac=1.0000 acc_corrupt=0.5990 loss_corrupt=2.6972 wrong_frac=0.4948 init_acc_corrupt=0.4711 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3937 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=659.5519 out_g_norm=0.0126 loss_all=2.5130 init_gold_top10=0.5373 init_gold_top100=0.5428 +step=190900 micro_steps=190900 elapsed=33.5s lr=3.000000e-04 loss=2.7650 loss_recon=2.7650 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7650 wrong_frac=0.5003 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3802 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6685 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=659.7185 out_g_norm=0.0126 loss_all=3.3786 init_gold_top10=0.4204 init_gold_top100=0.4284 +step=191000 micro_steps=191000 elapsed=33.3s lr=3.000000e-04 loss=2.7578 loss_recon=2.7578 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5919 corrupt_frac=1.0000 acc_corrupt=0.5919 loss_corrupt=2.7578 wrong_frac=0.5006 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1102 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=659.8777 out_g_norm=0.0129 loss_all=2.3514 init_gold_top10=0.5865 init_gold_top100=0.5923 +step=191100 micro_steps=191100 elapsed=34.9s lr=3.000000e-04 loss=2.7556 loss_recon=2.7556 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7556 wrong_frac=0.5004 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3880 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6726 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=660.0500 out_g_norm=0.0128 loss_all=3.1938 init_gold_top10=0.4548 init_gold_top100=0.4619 +step=191200 micro_steps=191200 elapsed=33.5s lr=3.000000e-04 loss=2.7952 loss_recon=2.7952 loss_meanflow=0.0000 mean_model_t=0.4913 mean_corrupt_t=0.4913 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5857 corrupt_frac=1.0000 acc_corrupt=0.5857 loss_corrupt=2.7952 wrong_frac=0.5084 init_acc_corrupt=0.4550 acc_corrupt_t_0p0_0p2=0.1128 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3938 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=660.2179 out_g_norm=0.0126 loss_all=2.3171 init_gold_top10=0.5287 init_gold_top100=0.5359 +step=191300 micro_steps=191300 elapsed=33.5s lr=3.000000e-04 loss=2.7442 loss_recon=2.7442 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5934 corrupt_frac=1.0000 acc_corrupt=0.5934 loss_corrupt=2.7442 wrong_frac=0.4979 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.2122 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=660.3838 out_g_norm=0.0127 loss_all=2.7685 init_gold_top10=0.4817 init_gold_top100=0.4876 +step=191400 micro_steps=191400 elapsed=33.4s lr=3.000000e-04 loss=2.7062 loss_recon=2.7062 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5977 corrupt_frac=1.0000 acc_corrupt=0.5977 loss_corrupt=2.7062 wrong_frac=0.4984 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.1111 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3912 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=660.5477 out_g_norm=0.0128 loss_all=3.2641 init_gold_top10=0.4377 init_gold_top100=0.4444 +step=191500 micro_steps=191500 elapsed=33.2s lr=3.000000e-04 loss=2.7711 loss_recon=2.7711 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7711 wrong_frac=0.5011 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.1875 acc_corrupt_t_0p4_0p6=0.6665 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=660.7055 out_g_norm=0.0127 loss_all=2.7574 init_gold_top10=0.4653 init_gold_top100=0.4706 +step=191600 micro_steps=191600 elapsed=33.1s lr=3.000000e-04 loss=2.7941 loss_recon=2.7941 loss_meanflow=0.0000 mean_model_t=0.4935 mean_corrupt_t=0.4935 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5864 corrupt_frac=1.0000 acc_corrupt=0.5864 loss_corrupt=2.7941 wrong_frac=0.5060 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.2099 acc_corrupt_t_0p8_1p0=0.9605 corrupt_frac_t_0p8_1p0=0.1816 out_w_norm=660.8606 out_g_norm=0.0129 loss_all=3.4001 init_gold_top10=0.4364 init_gold_top100=0.4446 +step=191700 micro_steps=191700 elapsed=33.1s lr=3.000000e-04 loss=2.7407 loss_recon=2.7407 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7407 wrong_frac=0.4988 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3958 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6742 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9604 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=661.0267 out_g_norm=0.0127 loss_all=2.8098 init_gold_top10=0.4907 init_gold_top100=0.4962 +step=191800 micro_steps=191800 elapsed=33.1s lr=3.000000e-04 loss=2.7696 loss_recon=2.7696 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7696 wrong_frac=0.5000 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2077 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=661.2006 out_g_norm=0.0128 loss_all=2.7860 init_gold_top10=0.5152 init_gold_top100=0.5197 +step=191900 micro_steps=191900 elapsed=33.1s lr=3.000000e-04 loss=2.8221 loss_recon=2.8221 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5841 corrupt_frac=1.0000 acc_corrupt=0.5841 loss_corrupt=2.8221 wrong_frac=0.5063 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.0965 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3887 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6658 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1850 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=661.3703 out_g_norm=0.0127 loss_all=3.2512 init_gold_top10=0.4410 init_gold_top100=0.4485 +step=192000 micro_steps=192000 elapsed=33.1s lr=3.000000e-04 loss=2.7698 loss_recon=2.7698 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7698 wrong_frac=0.5030 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.2027 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=661.5328 out_g_norm=0.0127 loss_all=2.9547 init_gold_top10=0.5083 init_gold_top100=0.5156 +step=192100 micro_steps=192100 elapsed=34.6s lr=3.000000e-04 loss=2.7638 loss_recon=2.7638 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5921 corrupt_frac=1.0000 acc_corrupt=0.5921 loss_corrupt=2.7638 wrong_frac=0.4992 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3806 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6649 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=661.6973 out_g_norm=0.0126 loss_all=3.0307 init_gold_top10=0.4529 init_gold_top100=0.4608 +step=192200 micro_steps=192200 elapsed=33.1s lr=3.000000e-04 loss=2.8027 loss_recon=2.8027 loss_meanflow=0.0000 mean_model_t=0.4929 mean_corrupt_t=0.4929 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5870 corrupt_frac=1.0000 acc_corrupt=0.5870 loss_corrupt=2.8027 wrong_frac=0.5073 init_acc_corrupt=0.4581 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3960 corrupt_frac_t_0p2_0p4=0.2090 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=661.8571 out_g_norm=0.0126 loss_all=2.3393 init_gold_top10=0.5393 init_gold_top100=0.5435 +step=192300 micro_steps=192300 elapsed=33.6s lr=3.000000e-04 loss=2.7818 loss_recon=2.7818 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7818 wrong_frac=0.5040 init_acc_corrupt=0.4605 acc_corrupt_t_0p0_0p2=0.1073 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3872 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=662.0189 out_g_norm=0.0127 loss_all=2.9504 init_gold_top10=0.4687 init_gold_top100=0.4756 +step=192400 micro_steps=192400 elapsed=33.2s lr=3.000000e-04 loss=2.7472 loss_recon=2.7472 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7472 wrong_frac=0.4983 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3932 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6738 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=662.1850 out_g_norm=0.0126 loss_all=3.0323 init_gold_top10=0.4542 init_gold_top100=0.4573 +step=192500 micro_steps=192500 elapsed=33.3s lr=3.000000e-04 loss=2.7529 loss_recon=2.7529 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5930 corrupt_frac=1.0000 acc_corrupt=0.5930 loss_corrupt=2.7529 wrong_frac=0.4994 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3905 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=662.3521 out_g_norm=0.0133 loss_all=2.6003 init_gold_top10=0.5134 init_gold_top100=0.5172 +step=192600 micro_steps=192600 elapsed=33.3s lr=3.000000e-04 loss=2.7957 loss_recon=2.7957 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7957 wrong_frac=0.5022 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=662.5062 out_g_norm=0.0126 loss_all=3.1833 init_gold_top10=0.4791 init_gold_top100=0.4874 +step=192700 micro_steps=192700 elapsed=33.3s lr=3.000000e-04 loss=2.6817 loss_recon=2.6817 loss_meanflow=0.0000 mean_model_t=0.5066 mean_corrupt_t=0.5066 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6033 corrupt_frac=1.0000 acc_corrupt=0.6033 loss_corrupt=2.6817 wrong_frac=0.4934 init_acc_corrupt=0.4735 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3964 corrupt_frac_t_0p2_0p4=0.1850 acc_corrupt_t_0p4_0p6=0.6758 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.2122 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=662.6635 out_g_norm=0.0127 loss_all=2.6321 init_gold_top10=0.5242 init_gold_top100=0.5284 +step=192800 micro_steps=192800 elapsed=33.4s lr=3.000000e-04 loss=2.7453 loss_recon=2.7453 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7453 wrong_frac=0.5013 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3876 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=662.8274 out_g_norm=0.0126 loss_all=2.8133 init_gold_top10=0.4843 init_gold_top100=0.4893 +step=192900 micro_steps=192900 elapsed=33.2s lr=3.000000e-04 loss=2.7998 loss_recon=2.7998 loss_meanflow=0.0000 mean_model_t=0.4941 mean_corrupt_t=0.4941 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5865 corrupt_frac=1.0000 acc_corrupt=0.5865 loss_corrupt=2.7998 wrong_frac=0.5057 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3870 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6715 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=662.9946 out_g_norm=0.0127 loss_all=3.1886 init_gold_top10=0.4586 init_gold_top100=0.4654 +step=193000 micro_steps=193000 elapsed=33.2s lr=3.000000e-04 loss=2.7545 loss_recon=2.7545 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5922 corrupt_frac=1.0000 acc_corrupt=0.5922 loss_corrupt=2.7545 wrong_frac=0.5007 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2023 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=663.1529 out_g_norm=0.0127 loss_all=3.3200 init_gold_top10=0.4454 init_gold_top100=0.4528 +step=193100 micro_steps=193100 elapsed=34.5s lr=3.000000e-04 loss=2.7562 loss_recon=2.7562 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5912 corrupt_frac=1.0000 acc_corrupt=0.5912 loss_corrupt=2.7562 wrong_frac=0.5035 init_acc_corrupt=0.4624 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3933 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1844 out_w_norm=663.3143 out_g_norm=0.0125 loss_all=2.9596 init_gold_top10=0.4465 init_gold_top100=0.4524 +step=193200 micro_steps=193200 elapsed=33.2s lr=3.000000e-04 loss=2.7322 loss_recon=2.7322 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5960 corrupt_frac=1.0000 acc_corrupt=0.5960 loss_corrupt=2.7322 wrong_frac=0.4995 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1079 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3948 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=663.4720 out_g_norm=0.0127 loss_all=3.6342 init_gold_top10=0.3833 init_gold_top100=0.3923 +step=193300 micro_steps=193300 elapsed=33.2s lr=3.000000e-04 loss=2.7371 loss_recon=2.7371 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5948 corrupt_frac=1.0000 acc_corrupt=0.5948 loss_corrupt=2.7371 wrong_frac=0.4988 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3855 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6708 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=663.6297 out_g_norm=0.0128 loss_all=2.7157 init_gold_top10=0.5015 init_gold_top100=0.5076 +step=193400 micro_steps=193400 elapsed=33.2s lr=3.000000e-04 loss=2.6993 loss_recon=2.6993 loss_meanflow=0.0000 mean_model_t=0.5063 mean_corrupt_t=0.5063 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6006 corrupt_frac=1.0000 acc_corrupt=0.6006 loss_corrupt=2.6993 wrong_frac=0.4934 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.1884 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6730 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8483 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=663.7980 out_g_norm=0.0125 loss_all=2.5472 init_gold_top10=0.4983 init_gold_top100=0.5045 +step=193500 micro_steps=193500 elapsed=33.2s lr=3.000000e-04 loss=2.7363 loss_recon=2.7363 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5954 corrupt_frac=1.0000 acc_corrupt=0.5954 loss_corrupt=2.7363 wrong_frac=0.4997 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3982 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6676 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=663.9651 out_g_norm=0.0129 loss_all=2.6131 init_gold_top10=0.4835 init_gold_top100=0.4904 +step=193600 micro_steps=193600 elapsed=33.2s lr=3.000000e-04 loss=2.8193 loss_recon=2.8193 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5841 corrupt_frac=1.0000 acc_corrupt=0.5841 loss_corrupt=2.8193 wrong_frac=0.5064 init_acc_corrupt=0.4571 acc_corrupt_t_0p0_0p2=0.1074 corrupt_frac_t_0p0_0p2=0.2128 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2052 out_w_norm=664.1342 out_g_norm=0.0125 loss_all=2.8953 init_gold_top10=0.4728 init_gold_top100=0.4790 +step=193700 micro_steps=193700 elapsed=33.3s lr=3.000000e-04 loss=2.7958 loss_recon=2.7958 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.7958 wrong_frac=0.5047 init_acc_corrupt=0.4605 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3921 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6612 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=664.3044 out_g_norm=0.0127 loss_all=2.6309 init_gold_top10=0.5110 init_gold_top100=0.5175 +step=193800 micro_steps=193800 elapsed=33.4s lr=3.000000e-04 loss=2.7647 loss_recon=2.7647 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5914 corrupt_frac=1.0000 acc_corrupt=0.5914 loss_corrupt=2.7647 wrong_frac=0.5011 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=664.4636 out_g_norm=0.0126 loss_all=2.7904 init_gold_top10=0.5126 init_gold_top100=0.5163 +step=193900 micro_steps=193900 elapsed=33.2s lr=3.000000e-04 loss=2.8152 loss_recon=2.8152 loss_meanflow=0.0000 mean_model_t=0.4906 mean_corrupt_t=0.4906 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5841 corrupt_frac=1.0000 acc_corrupt=0.5841 loss_corrupt=2.8152 wrong_frac=0.5094 init_acc_corrupt=0.4548 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3877 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1970 out_w_norm=664.6251 out_g_norm=0.0125 loss_all=3.2026 init_gold_top10=0.4384 init_gold_top100=0.4445 +step=194000 micro_steps=194000 elapsed=33.2s lr=3.000000e-04 loss=2.7197 loss_recon=2.7197 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5978 corrupt_frac=1.0000 acc_corrupt=0.5978 loss_corrupt=2.7197 wrong_frac=0.4947 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3900 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6715 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9600 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=664.7942 out_g_norm=0.0126 loss_all=2.0552 init_gold_top10=0.5714 init_gold_top100=0.5739 +step=194100 micro_steps=194100 elapsed=34.6s lr=3.000000e-04 loss=2.7162 loss_recon=2.7162 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5986 corrupt_frac=1.0000 acc_corrupt=0.5986 loss_corrupt=2.7162 wrong_frac=0.4936 init_acc_corrupt=0.4717 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.1837 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2166 out_w_norm=664.9664 out_g_norm=0.0127 loss_all=2.6767 init_gold_top10=0.5297 init_gold_top100=0.5356 +step=194200 micro_steps=194200 elapsed=33.3s lr=3.000000e-04 loss=2.7437 loss_recon=2.7437 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7437 wrong_frac=0.4997 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3948 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6726 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=665.1281 out_g_norm=0.0129 loss_all=2.8397 init_gold_top10=0.5053 init_gold_top100=0.5122 +step=194300 micro_steps=194300 elapsed=33.3s lr=3.000000e-04 loss=2.8072 loss_recon=2.8072 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5861 corrupt_frac=1.0000 acc_corrupt=0.5861 loss_corrupt=2.8072 wrong_frac=0.5044 init_acc_corrupt=0.4606 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3839 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=665.2930 out_g_norm=0.0141 loss_all=2.7329 init_gold_top10=0.4972 init_gold_top100=0.5035 +step=194400 micro_steps=194400 elapsed=33.2s lr=3.000000e-04 loss=2.6979 loss_recon=2.6979 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6000 corrupt_frac=1.0000 acc_corrupt=0.6000 loss_corrupt=2.6979 wrong_frac=0.4932 init_acc_corrupt=0.4724 acc_corrupt_t_0p0_0p2=0.1091 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3936 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8472 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=665.4547 out_g_norm=0.0127 loss_all=2.6372 init_gold_top10=0.4956 init_gold_top100=0.4995 +step=194500 micro_steps=194500 elapsed=33.3s lr=3.000000e-04 loss=2.6809 loss_recon=2.6809 loss_meanflow=0.0000 mean_model_t=0.5073 mean_corrupt_t=0.5073 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6009 corrupt_frac=1.0000 acc_corrupt=0.6009 loss_corrupt=2.6809 wrong_frac=0.4926 init_acc_corrupt=0.4729 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.1875 acc_corrupt_t_0p2_0p4=0.3913 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6667 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=665.6158 out_g_norm=0.0126 loss_all=2.2855 init_gold_top10=0.5614 init_gold_top100=0.5670 +step=194600 micro_steps=194600 elapsed=33.3s lr=3.000000e-04 loss=2.7384 loss_recon=2.7384 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7384 wrong_frac=0.4993 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3888 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=665.7774 out_g_norm=0.0125 loss_all=2.9080 init_gold_top10=0.4633 init_gold_top100=0.4695 +step=194700 micro_steps=194700 elapsed=33.3s lr=3.000000e-04 loss=2.8153 loss_recon=2.8153 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5855 corrupt_frac=1.0000 acc_corrupt=0.5855 loss_corrupt=2.8153 wrong_frac=0.5053 init_acc_corrupt=0.4579 acc_corrupt_t_0p0_0p2=0.1087 corrupt_frac_t_0p0_0p2=0.2119 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=665.9385 out_g_norm=0.0128 loss_all=3.3915 init_gold_top10=0.4134 init_gold_top100=0.4240 +step=194800 micro_steps=194800 elapsed=33.2s lr=3.000000e-04 loss=2.7201 loss_recon=2.7201 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5978 corrupt_frac=1.0000 acc_corrupt=0.5978 loss_corrupt=2.7201 wrong_frac=0.4944 init_acc_corrupt=0.4727 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=666.1023 out_g_norm=0.0127 loss_all=2.2822 init_gold_top10=0.5598 init_gold_top100=0.5654 +step=194900 micro_steps=194900 elapsed=33.1s lr=3.000000e-04 loss=2.7322 loss_recon=2.7322 loss_meanflow=0.0000 mean_model_t=0.5057 mean_corrupt_t=0.5057 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5972 corrupt_frac=1.0000 acc_corrupt=0.5972 loss_corrupt=2.7322 wrong_frac=0.4947 init_acc_corrupt=0.4715 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3793 corrupt_frac_t_0p2_0p4=0.1825 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=666.2557 out_g_norm=0.0127 loss_all=2.0876 init_gold_top10=0.5815 init_gold_top100=0.5850 +step=195000 micro_steps=195000 elapsed=33.2s lr=3.000000e-04 loss=2.8185 loss_recon=2.8185 loss_meanflow=0.0000 mean_model_t=0.4928 mean_corrupt_t=0.4928 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5843 corrupt_frac=1.0000 acc_corrupt=0.5843 loss_corrupt=2.8185 wrong_frac=0.5067 init_acc_corrupt=0.4577 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3869 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6630 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=666.4255 out_g_norm=0.0124 loss_all=2.4678 init_gold_top10=0.5475 init_gold_top100=0.5533 +step=195100 micro_steps=195100 elapsed=34.6s lr=3.000000e-04 loss=2.7352 loss_recon=2.7352 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5948 corrupt_frac=1.0000 acc_corrupt=0.5948 loss_corrupt=2.7352 wrong_frac=0.4986 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1932 out_w_norm=666.5866 out_g_norm=0.0126 loss_all=3.4937 init_gold_top10=0.4074 init_gold_top100=0.4158 +step=195200 micro_steps=195200 elapsed=33.2s lr=3.000000e-04 loss=2.7074 loss_recon=2.7074 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5971 corrupt_frac=1.0000 acc_corrupt=0.5971 loss_corrupt=2.7074 wrong_frac=0.4974 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1825 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.2116 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2137 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=666.7494 out_g_norm=0.0127 loss_all=2.7092 init_gold_top10=0.4746 init_gold_top100=0.4786 +step=195300 micro_steps=195300 elapsed=33.2s lr=3.000000e-04 loss=2.6864 loss_recon=2.6864 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6019 corrupt_frac=1.0000 acc_corrupt=0.6019 loss_corrupt=2.6864 wrong_frac=0.4977 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1128 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.4035 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6732 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.2175 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=666.9048 out_g_norm=0.0124 loss_all=3.0142 init_gold_top10=0.4498 init_gold_top100=0.4551 +step=195400 micro_steps=195400 elapsed=33.3s lr=3.000000e-04 loss=2.7244 loss_recon=2.7244 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5957 corrupt_frac=1.0000 acc_corrupt=0.5957 loss_corrupt=2.7244 wrong_frac=0.4973 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3831 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=667.0676 out_g_norm=0.0126 loss_all=2.8067 init_gold_top10=0.4873 init_gold_top100=0.4920 +step=195500 micro_steps=195500 elapsed=33.2s lr=3.000000e-04 loss=2.7514 loss_recon=2.7514 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5912 corrupt_frac=1.0000 acc_corrupt=0.5912 loss_corrupt=2.7514 wrong_frac=0.5022 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3900 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=667.2356 out_g_norm=0.0126 loss_all=3.9977 init_gold_top10=0.3513 init_gold_top100=0.3602 +step=195600 micro_steps=195600 elapsed=33.4s lr=3.000000e-04 loss=2.7160 loss_recon=2.7160 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7160 wrong_frac=0.4969 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1872 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6740 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1960 out_w_norm=667.3937 out_g_norm=0.0126 loss_all=2.0631 init_gold_top10=0.5843 init_gold_top100=0.5890 +step=195700 micro_steps=195700 elapsed=33.4s lr=3.000000e-04 loss=2.7494 loss_recon=2.7494 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7494 wrong_frac=0.5025 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.1073 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3993 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6742 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1970 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=667.5549 out_g_norm=0.0125 loss_all=2.1762 init_gold_top10=0.5569 init_gold_top100=0.5611 +step=195800 micro_steps=195800 elapsed=33.3s lr=3.000000e-04 loss=2.7679 loss_recon=2.7679 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.7679 wrong_frac=0.5021 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1066 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.1960 acc_corrupt_t_0p4_0p6=0.6715 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.2036 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=667.7196 out_g_norm=0.0127 loss_all=2.1359 init_gold_top10=0.5998 init_gold_top100=0.6039 +step=195900 micro_steps=195900 elapsed=33.2s lr=3.000000e-04 loss=2.6838 loss_recon=2.6838 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6002 corrupt_frac=1.0000 acc_corrupt=0.6002 loss_corrupt=2.6838 wrong_frac=0.4946 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.1083 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2122 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1979 out_w_norm=667.8883 out_g_norm=0.0125 loss_all=2.9362 init_gold_top10=0.4689 init_gold_top100=0.4744 +step=196000 micro_steps=196000 elapsed=33.3s lr=3.000000e-04 loss=2.7687 loss_recon=2.7687 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7687 wrong_frac=0.5039 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=668.0547 out_g_norm=0.0127 loss_all=3.4817 init_gold_top10=0.4282 init_gold_top100=0.4362 +step=196100 micro_steps=196100 elapsed=34.7s lr=3.000000e-04 loss=2.7919 loss_recon=2.7919 loss_meanflow=0.0000 mean_model_t=0.4897 mean_corrupt_t=0.4897 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5865 corrupt_frac=1.0000 acc_corrupt=0.5865 loss_corrupt=2.7919 wrong_frac=0.5105 init_acc_corrupt=0.4542 acc_corrupt_t_0p0_0p2=0.1068 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3887 corrupt_frac_t_0p2_0p4=0.2058 acc_corrupt_t_0p4_0p6=0.6782 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1800 out_w_norm=668.2196 out_g_norm=0.0124 loss_all=3.1283 init_gold_top10=0.4466 init_gold_top100=0.4508 +step=196200 micro_steps=196200 elapsed=33.2s lr=3.000000e-04 loss=2.8224 loss_recon=2.8224 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5838 corrupt_frac=1.0000 acc_corrupt=0.5838 loss_corrupt=2.8224 wrong_frac=0.5054 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3787 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.1970 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=668.3800 out_g_norm=0.0125 loss_all=3.7233 init_gold_top10=0.4165 init_gold_top100=0.4250 +step=196300 micro_steps=196300 elapsed=33.1s lr=3.000000e-04 loss=2.8054 loss_recon=2.8054 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5861 corrupt_frac=1.0000 acc_corrupt=0.5861 loss_corrupt=2.8054 wrong_frac=0.5043 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2147 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=668.5375 out_g_norm=0.0124 loss_all=2.5189 init_gold_top10=0.4978 init_gold_top100=0.5018 +step=196400 micro_steps=196400 elapsed=33.2s lr=3.000000e-04 loss=2.6891 loss_recon=2.6891 loss_meanflow=0.0000 mean_model_t=0.5088 mean_corrupt_t=0.5088 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6021 corrupt_frac=1.0000 acc_corrupt=0.6021 loss_corrupt=2.6891 wrong_frac=0.4910 init_acc_corrupt=0.4761 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6772 corrupt_frac_t_0p4_0p6=0.2052 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=668.7037 out_g_norm=0.0125 loss_all=1.8724 init_gold_top10=0.6042 init_gold_top100=0.6074 +step=196500 micro_steps=196500 elapsed=33.2s lr=3.000000e-04 loss=2.7298 loss_recon=2.7298 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5969 corrupt_frac=1.0000 acc_corrupt=0.5969 loss_corrupt=2.7298 wrong_frac=0.4950 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.1092 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3870 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6635 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=668.8713 out_g_norm=0.0126 loss_all=2.8701 init_gold_top10=0.4891 init_gold_top100=0.4940 +step=196600 micro_steps=196600 elapsed=33.2s lr=3.000000e-04 loss=2.7692 loss_recon=2.7692 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5925 corrupt_frac=1.0000 acc_corrupt=0.5925 loss_corrupt=2.7692 wrong_frac=0.5000 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3921 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6710 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8480 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=669.0330 out_g_norm=0.0125 loss_all=2.8180 init_gold_top10=0.5029 init_gold_top100=0.5091 +step=196700 micro_steps=196700 elapsed=33.2s lr=3.000000e-04 loss=2.7549 loss_recon=2.7549 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5937 corrupt_frac=1.0000 acc_corrupt=0.5937 loss_corrupt=2.7549 wrong_frac=0.4981 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=669.1895 out_g_norm=0.0124 loss_all=2.1507 init_gold_top10=0.5625 init_gold_top100=0.5653 +step=196800 micro_steps=196800 elapsed=33.3s lr=3.000000e-04 loss=2.7919 loss_recon=2.7919 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5884 corrupt_frac=1.0000 acc_corrupt=0.5884 loss_corrupt=2.7919 wrong_frac=0.5036 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.1862 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=669.3428 out_g_norm=0.0128 loss_all=2.6359 init_gold_top10=0.5199 init_gold_top100=0.5271 +step=196900 micro_steps=196900 elapsed=33.6s lr=3.000000e-04 loss=2.7860 loss_recon=2.7860 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5901 corrupt_frac=1.0000 acc_corrupt=0.5901 loss_corrupt=2.7860 wrong_frac=0.5001 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3895 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=669.4865 out_g_norm=0.0124 loss_all=3.0285 init_gold_top10=0.4559 init_gold_top100=0.4601 +step=197000 micro_steps=197000 elapsed=33.5s lr=3.000000e-04 loss=2.7775 loss_recon=2.7775 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7775 wrong_frac=0.5011 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2068 acc_corrupt_t_0p2_0p4=0.3808 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6768 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=669.6503 out_g_norm=0.0125 loss_all=2.9873 init_gold_top10=0.4702 init_gold_top100=0.4761 +step=197100 micro_steps=197100 elapsed=35.4s lr=3.000000e-04 loss=2.7912 loss_recon=2.7912 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5883 corrupt_frac=1.0000 acc_corrupt=0.5883 loss_corrupt=2.7912 wrong_frac=0.5053 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3974 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=669.8077 out_g_norm=0.0133 loss_all=3.1612 init_gold_top10=0.4493 init_gold_top100=0.4595 +step=197200 micro_steps=197200 elapsed=33.3s lr=3.000000e-04 loss=2.7891 loss_recon=2.7891 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.7891 wrong_frac=0.5052 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3927 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=669.9704 out_g_norm=0.0125 loss_all=3.4407 init_gold_top10=0.4232 init_gold_top100=0.4305 +step=197300 micro_steps=197300 elapsed=34.8s lr=3.000000e-04 loss=2.7907 loss_recon=2.7907 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5873 corrupt_frac=1.0000 acc_corrupt=0.5873 loss_corrupt=2.7907 wrong_frac=0.5040 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3844 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1872 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=670.1220 out_g_norm=0.0128 loss_all=2.7558 init_gold_top10=0.4771 init_gold_top100=0.4818 +step=197400 micro_steps=197400 elapsed=34.1s lr=3.000000e-04 loss=2.7174 loss_recon=2.7174 loss_meanflow=0.0000 mean_model_t=0.5064 mean_corrupt_t=0.5064 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5980 corrupt_frac=1.0000 acc_corrupt=0.5980 loss_corrupt=2.7174 wrong_frac=0.4935 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=670.2899 out_g_norm=0.0125 loss_all=1.5340 init_gold_top10=0.6342 init_gold_top100=0.6365 +step=197500 micro_steps=197500 elapsed=33.9s lr=3.000000e-04 loss=2.7459 loss_recon=2.7459 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7459 wrong_frac=0.5031 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.1096 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3974 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=670.4513 out_g_norm=0.0123 loss_all=2.8881 init_gold_top10=0.4744 init_gold_top100=0.4784 +step=197600 micro_steps=197600 elapsed=34.1s lr=3.000000e-04 loss=2.7712 loss_recon=2.7712 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5903 corrupt_frac=1.0000 acc_corrupt=0.5903 loss_corrupt=2.7712 wrong_frac=0.5017 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3868 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=670.6113 out_g_norm=0.0127 loss_all=1.9234 init_gold_top10=0.5841 init_gold_top100=0.5878 +step=197700 micro_steps=197700 elapsed=33.7s lr=3.000000e-04 loss=2.7515 loss_recon=2.7515 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5927 corrupt_frac=1.0000 acc_corrupt=0.5927 loss_corrupt=2.7515 wrong_frac=0.5001 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6754 corrupt_frac_t_0p4_0p6=0.2125 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=670.7695 out_g_norm=0.0124 loss_all=2.6396 init_gold_top10=0.4785 init_gold_top100=0.4845 +step=197800 micro_steps=197800 elapsed=33.6s lr=3.000000e-04 loss=2.7042 loss_recon=2.7042 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6005 corrupt_frac=1.0000 acc_corrupt=0.6005 loss_corrupt=2.7042 wrong_frac=0.4930 init_acc_corrupt=0.4740 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=670.9265 out_g_norm=0.0124 loss_all=3.1885 init_gold_top10=0.4535 init_gold_top100=0.4600 +step=197900 micro_steps=197900 elapsed=33.3s lr=3.000000e-04 loss=2.7557 loss_recon=2.7557 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5925 corrupt_frac=1.0000 acc_corrupt=0.5925 loss_corrupt=2.7557 wrong_frac=0.5017 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3912 corrupt_frac_t_0p2_0p4=0.2137 acc_corrupt_t_0p4_0p6=0.6744 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=671.0939 out_g_norm=0.0125 loss_all=2.4654 init_gold_top10=0.5154 init_gold_top100=0.5185 +step=198000 micro_steps=198000 elapsed=33.3s lr=3.000000e-04 loss=2.7587 loss_recon=2.7587 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7587 wrong_frac=0.5034 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.0988 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=671.2529 out_g_norm=0.0125 loss_all=2.5898 init_gold_top10=0.5052 init_gold_top100=0.5098 +step=198100 micro_steps=198100 elapsed=35.0s lr=3.000000e-04 loss=2.7391 loss_recon=2.7391 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5950 corrupt_frac=1.0000 acc_corrupt=0.5950 loss_corrupt=2.7391 wrong_frac=0.4954 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6613 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2097 out_w_norm=671.4124 out_g_norm=0.0125 loss_all=2.5027 init_gold_top10=0.5538 init_gold_top100=0.5580 +step=198200 micro_steps=198200 elapsed=33.3s lr=3.000000e-04 loss=2.7591 loss_recon=2.7591 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7591 wrong_frac=0.5031 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1075 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3917 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=671.5828 out_g_norm=0.0123 loss_all=3.0226 init_gold_top10=0.4613 init_gold_top100=0.4683 +step=198300 micro_steps=198300 elapsed=33.4s lr=3.000000e-04 loss=2.7605 loss_recon=2.7605 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5926 corrupt_frac=1.0000 acc_corrupt=0.5926 loss_corrupt=2.7605 wrong_frac=0.5001 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.1987 acc_corrupt_t_0p2_0p4=0.3868 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6665 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=671.7409 out_g_norm=0.0128 loss_all=3.0234 init_gold_top10=0.4786 init_gold_top100=0.4846 +step=198400 micro_steps=198400 elapsed=33.9s lr=3.000000e-04 loss=2.7734 loss_recon=2.7734 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7734 wrong_frac=0.5058 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.2122 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=671.9024 out_g_norm=0.0124 loss_all=2.7392 init_gold_top10=0.5060 init_gold_top100=0.5127 +step=198500 micro_steps=198500 elapsed=33.3s lr=3.000000e-04 loss=2.7423 loss_recon=2.7423 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5929 corrupt_frac=1.0000 acc_corrupt=0.5929 loss_corrupt=2.7423 wrong_frac=0.5005 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3810 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=672.0631 out_g_norm=0.0127 loss_all=2.7148 init_gold_top10=0.4960 init_gold_top100=0.5020 +step=198600 micro_steps=198600 elapsed=33.4s lr=3.000000e-04 loss=2.6918 loss_recon=2.6918 loss_meanflow=0.0000 mean_model_t=0.5070 mean_corrupt_t=0.5070 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6006 corrupt_frac=1.0000 acc_corrupt=0.6006 loss_corrupt=2.6918 wrong_frac=0.4932 init_acc_corrupt=0.4747 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.3933 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6619 corrupt_frac_t_0p4_0p6=0.2131 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2049 out_w_norm=672.2254 out_g_norm=0.0123 loss_all=2.4995 init_gold_top10=0.5267 init_gold_top100=0.5316 +step=198700 micro_steps=198700 elapsed=33.4s lr=3.000000e-04 loss=2.8677 loss_recon=2.8677 loss_meanflow=0.0000 mean_model_t=0.4881 mean_corrupt_t=0.4881 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5781 corrupt_frac=1.0000 acc_corrupt=0.5781 loss_corrupt=2.8677 wrong_frac=0.5119 init_acc_corrupt=0.4525 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2134 acc_corrupt_t_0p2_0p4=0.3874 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6644 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=672.3941 out_g_norm=0.0125 loss_all=2.8089 init_gold_top10=0.4786 init_gold_top100=0.4843 +step=198800 micro_steps=198800 elapsed=33.4s lr=3.000000e-04 loss=2.8079 loss_recon=2.8079 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5856 corrupt_frac=1.0000 acc_corrupt=0.5856 loss_corrupt=2.8079 wrong_frac=0.5051 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6685 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=672.5590 out_g_norm=0.0123 loss_all=1.8993 init_gold_top10=0.6158 init_gold_top100=0.6196 +step=198900 micro_steps=198900 elapsed=33.3s lr=3.000000e-04 loss=2.7077 loss_recon=2.7077 loss_meanflow=0.0000 mean_model_t=0.5063 mean_corrupt_t=0.5063 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5993 corrupt_frac=1.0000 acc_corrupt=0.5993 loss_corrupt=2.7077 wrong_frac=0.4933 init_acc_corrupt=0.4724 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6724 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=672.7287 out_g_norm=0.0123 loss_all=2.8288 init_gold_top10=0.4810 init_gold_top100=0.4893 +step=199000 micro_steps=199000 elapsed=33.4s lr=3.000000e-04 loss=2.7144 loss_recon=2.7144 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5972 corrupt_frac=1.0000 acc_corrupt=0.5972 loss_corrupt=2.7144 wrong_frac=0.4958 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6730 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=672.8894 out_g_norm=0.0124 loss_all=2.8465 init_gold_top10=0.4819 init_gold_top100=0.4877 +step=199100 micro_steps=199100 elapsed=34.7s lr=3.000000e-04 loss=2.8214 loss_recon=2.8214 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5854 corrupt_frac=1.0000 acc_corrupt=0.5854 loss_corrupt=2.8214 wrong_frac=0.5032 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3826 corrupt_frac_t_0p2_0p4=0.2103 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1819 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=673.0478 out_g_norm=0.0125 loss_all=2.6920 init_gold_top10=0.5065 init_gold_top100=0.5124 +step=199200 micro_steps=199200 elapsed=33.3s lr=3.000000e-04 loss=2.7839 loss_recon=2.7839 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5886 corrupt_frac=1.0000 acc_corrupt=0.5886 loss_corrupt=2.7839 wrong_frac=0.5029 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3805 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=673.2139 out_g_norm=0.0125 loss_all=2.5241 init_gold_top10=0.5424 init_gold_top100=0.5482 +step=199300 micro_steps=199300 elapsed=33.3s lr=3.000000e-04 loss=2.7550 loss_recon=2.7550 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7550 wrong_frac=0.5015 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3902 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9606 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=673.3854 out_g_norm=0.0129 loss_all=2.7431 init_gold_top10=0.4700 init_gold_top100=0.4756 +step=199400 micro_steps=199400 elapsed=33.4s lr=3.000000e-04 loss=2.8552 loss_recon=2.8552 loss_meanflow=0.0000 mean_model_t=0.4863 mean_corrupt_t=0.4863 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5785 corrupt_frac=1.0000 acc_corrupt=0.5785 loss_corrupt=2.8552 wrong_frac=0.5138 init_acc_corrupt=0.4505 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3860 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.2106 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1806 out_w_norm=673.5548 out_g_norm=0.0124 loss_all=3.1872 init_gold_top10=0.4471 init_gold_top100=0.4531 +step=199500 micro_steps=199500 elapsed=33.3s lr=3.000000e-04 loss=2.7644 loss_recon=2.7644 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5915 corrupt_frac=1.0000 acc_corrupt=0.5915 loss_corrupt=2.7644 wrong_frac=0.5013 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3898 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6665 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=673.7131 out_g_norm=0.0125 loss_all=2.8726 init_gold_top10=0.4922 init_gold_top100=0.4986 +step=199600 micro_steps=199600 elapsed=33.2s lr=3.000000e-04 loss=2.6868 loss_recon=2.6868 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6015 corrupt_frac=1.0000 acc_corrupt=0.6015 loss_corrupt=2.6868 wrong_frac=0.4959 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.1881 acc_corrupt_t_0p2_0p4=0.3898 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6761 corrupt_frac_t_0p4_0p6=0.2178 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=673.8654 out_g_norm=0.0124 loss_all=3.0039 init_gold_top10=0.4493 init_gold_top100=0.4558 +step=199700 micro_steps=199700 elapsed=33.3s lr=3.000000e-04 loss=2.7220 loss_recon=2.7220 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5971 corrupt_frac=1.0000 acc_corrupt=0.5971 loss_corrupt=2.7220 wrong_frac=0.4973 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3860 corrupt_frac_t_0p2_0p4=0.2125 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=674.0224 out_g_norm=0.0125 loss_all=2.2243 init_gold_top10=0.5573 init_gold_top100=0.5614 +step=199800 micro_steps=199800 elapsed=33.4s lr=3.000000e-04 loss=2.7211 loss_recon=2.7211 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5967 corrupt_frac=1.0000 acc_corrupt=0.5967 loss_corrupt=2.7211 wrong_frac=0.4939 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3798 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6657 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2147 out_w_norm=674.1888 out_g_norm=0.0125 loss_all=2.7347 init_gold_top10=0.4884 init_gold_top100=0.4943 +step=199900 micro_steps=199900 elapsed=33.3s lr=3.000000e-04 loss=2.8508 loss_recon=2.8508 loss_meanflow=0.0000 mean_model_t=0.4877 mean_corrupt_t=0.4877 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5804 corrupt_frac=1.0000 acc_corrupt=0.5804 loss_corrupt=2.8508 wrong_frac=0.5121 init_acc_corrupt=0.4511 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8472 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1869 out_w_norm=674.3488 out_g_norm=0.0126 loss_all=2.5340 init_gold_top10=0.5134 init_gold_top100=0.5190 +step=200000 micro_steps=200000 elapsed=33.3s lr=3.000000e-04 loss=2.7912 loss_recon=2.7912 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5884 corrupt_frac=1.0000 acc_corrupt=0.5884 loss_corrupt=2.7912 wrong_frac=0.5034 init_acc_corrupt=0.4624 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3943 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1992 out_w_norm=674.5110 out_g_norm=0.0123 loss_all=2.4570 init_gold_top10=0.5189 init_gold_top100=0.5233 +step=200100 micro_steps=200100 elapsed=39.0s lr=3.000000e-04 loss=2.7719 loss_recon=2.7719 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5895 corrupt_frac=1.0000 acc_corrupt=0.5895 loss_corrupt=2.7719 wrong_frac=0.5026 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3845 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=674.6683 out_g_norm=0.0126 loss_all=3.2421 init_gold_top10=0.4202 init_gold_top100=0.4263 +step=200200 micro_steps=200200 elapsed=53.3s lr=3.000000e-04 loss=2.8162 loss_recon=2.8162 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5842 corrupt_frac=1.0000 acc_corrupt=0.5842 loss_corrupt=2.8162 wrong_frac=0.5065 init_acc_corrupt=0.4576 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3805 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6679 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=674.8247 out_g_norm=0.0124 loss_all=3.5358 init_gold_top10=0.4108 init_gold_top100=0.4186 +step=200300 micro_steps=200300 elapsed=53.2s lr=3.000000e-04 loss=2.7932 loss_recon=2.7932 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.7932 wrong_frac=0.5042 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.2096 acc_corrupt_t_0p2_0p4=0.3830 corrupt_frac_t_0p2_0p4=0.2014 acc_corrupt_t_0p4_0p6=0.6724 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=674.9792 out_g_norm=0.0124 loss_all=2.5405 init_gold_top10=0.5472 init_gold_top100=0.5519 +step=200400 micro_steps=200400 elapsed=53.0s lr=3.000000e-04 loss=2.7477 loss_recon=2.7477 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7477 wrong_frac=0.4974 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3897 corrupt_frac_t_0p2_0p4=0.1822 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=675.1428 out_g_norm=0.0126 loss_all=3.3214 init_gold_top10=0.4263 init_gold_top100=0.4322 +step=200500 micro_steps=200500 elapsed=53.3s lr=3.000000e-04 loss=2.7462 loss_recon=2.7462 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5935 corrupt_frac=1.0000 acc_corrupt=0.5935 loss_corrupt=2.7462 wrong_frac=0.5000 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3860 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.1982 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=675.3094 out_g_norm=0.0123 loss_all=2.9448 init_gold_top10=0.4724 init_gold_top100=0.4810 +step=200600 micro_steps=200600 elapsed=53.3s lr=3.000000e-04 loss=2.7722 loss_recon=2.7722 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5886 corrupt_frac=1.0000 acc_corrupt=0.5886 loss_corrupt=2.7722 wrong_frac=0.5040 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3930 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6721 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1897 out_w_norm=675.4626 out_g_norm=0.0124 loss_all=2.9264 init_gold_top10=0.4707 init_gold_top100=0.4738 +step=200700 micro_steps=200700 elapsed=53.2s lr=3.000000e-04 loss=2.7632 loss_recon=2.7632 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5904 corrupt_frac=1.0000 acc_corrupt=0.5904 loss_corrupt=2.7632 wrong_frac=0.5014 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3899 corrupt_frac_t_0p2_0p4=0.2116 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=675.6143 out_g_norm=0.0124 loss_all=2.5114 init_gold_top10=0.5143 init_gold_top100=0.5191 +step=200800 micro_steps=200800 elapsed=53.4s lr=3.000000e-04 loss=2.6564 loss_recon=2.6564 loss_meanflow=0.0000 mean_model_t=0.5107 mean_corrupt_t=0.5107 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6059 corrupt_frac=1.0000 acc_corrupt=0.6059 loss_corrupt=2.6564 wrong_frac=0.4892 init_acc_corrupt=0.4779 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6732 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.2128 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=675.7742 out_g_norm=0.0124 loss_all=2.6402 init_gold_top10=0.4891 init_gold_top100=0.4958 +step=200900 micro_steps=200900 elapsed=40.4s lr=3.000000e-04 loss=2.7585 loss_recon=2.7585 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7585 wrong_frac=0.4972 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3888 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6721 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=675.9309 out_g_norm=0.0126 loss_all=2.7027 init_gold_top10=0.4858 init_gold_top100=0.4919 +step=201000 micro_steps=201000 elapsed=33.3s lr=3.000000e-04 loss=2.7489 loss_recon=2.7489 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7489 wrong_frac=0.5023 init_acc_corrupt=0.4624 acc_corrupt_t_0p0_0p2=0.1087 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6744 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=676.0913 out_g_norm=0.0126 loss_all=2.6081 init_gold_top10=0.5098 init_gold_top100=0.5162 +step=201100 micro_steps=201100 elapsed=34.8s lr=3.000000e-04 loss=2.7648 loss_recon=2.7648 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5915 corrupt_frac=1.0000 acc_corrupt=0.5915 loss_corrupt=2.7648 wrong_frac=0.5012 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3877 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8480 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=676.2456 out_g_norm=0.0125 loss_all=2.7740 init_gold_top10=0.4759 init_gold_top100=0.4801 +step=201200 micro_steps=201200 elapsed=33.3s lr=3.000000e-04 loss=2.7043 loss_recon=2.7043 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5993 corrupt_frac=1.0000 acc_corrupt=0.5993 loss_corrupt=2.7043 wrong_frac=0.4973 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.1093 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6772 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2014 out_w_norm=676.4033 out_g_norm=0.0124 loss_all=3.1005 init_gold_top10=0.4677 init_gold_top100=0.4758 +step=201300 micro_steps=201300 elapsed=33.3s lr=3.000000e-04 loss=2.7585 loss_recon=2.7585 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7585 wrong_frac=0.5054 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3915 corrupt_frac_t_0p2_0p4=0.2119 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.2100 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1847 out_w_norm=676.5644 out_g_norm=0.0124 loss_all=3.2800 init_gold_top10=0.4218 init_gold_top100=0.4278 +step=201400 micro_steps=201400 elapsed=33.3s lr=3.000000e-04 loss=2.8101 loss_recon=2.8101 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8101 wrong_frac=0.5063 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3897 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1841 out_w_norm=676.7280 out_g_norm=0.0124 loss_all=3.0001 init_gold_top10=0.4803 init_gold_top100=0.4870 +step=201500 micro_steps=201500 elapsed=33.3s lr=3.000000e-04 loss=2.7290 loss_recon=2.7290 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5953 corrupt_frac=1.0000 acc_corrupt=0.5953 loss_corrupt=2.7290 wrong_frac=0.4981 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3878 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=676.8914 out_g_norm=0.0126 loss_all=1.8999 init_gold_top10=0.5922 init_gold_top100=0.5954 +step=201600 micro_steps=201600 elapsed=33.3s lr=3.000000e-04 loss=2.7253 loss_recon=2.7253 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5969 corrupt_frac=1.0000 acc_corrupt=0.5969 loss_corrupt=2.7253 wrong_frac=0.4960 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1973 acc_corrupt_t_0p2_0p4=0.3939 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=677.0654 out_g_norm=0.0124 loss_all=2.7594 init_gold_top10=0.4946 init_gold_top100=0.4988 +step=201700 micro_steps=201700 elapsed=33.4s lr=3.000000e-04 loss=2.7357 loss_recon=2.7357 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7357 wrong_frac=0.4984 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=677.2329 out_g_norm=0.0122 loss_all=2.5828 init_gold_top10=0.5106 init_gold_top100=0.5150 +step=201800 micro_steps=201800 elapsed=33.6s lr=3.000000e-04 loss=2.7513 loss_recon=2.7513 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7513 wrong_frac=0.4994 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1005 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3956 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6740 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=677.3940 out_g_norm=0.0126 loss_all=2.6495 init_gold_top10=0.5096 init_gold_top100=0.5145 +step=201900 micro_steps=201900 elapsed=33.6s lr=3.000000e-04 loss=2.7639 loss_recon=2.7639 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5927 corrupt_frac=1.0000 acc_corrupt=0.5927 loss_corrupt=2.7639 wrong_frac=0.4988 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3843 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2061 out_w_norm=677.5514 out_g_norm=0.0124 loss_all=3.0078 init_gold_top10=0.4804 init_gold_top100=0.4875 +step=202000 micro_steps=202000 elapsed=33.6s lr=3.000000e-04 loss=2.8281 loss_recon=2.8281 loss_meanflow=0.0000 mean_model_t=0.4866 mean_corrupt_t=0.4866 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5819 corrupt_frac=1.0000 acc_corrupt=0.5819 loss_corrupt=2.8281 wrong_frac=0.5135 init_acc_corrupt=0.4497 acc_corrupt_t_0p0_0p2=0.1087 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.2166 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1837 out_w_norm=677.7109 out_g_norm=0.0127 loss_all=2.7499 init_gold_top10=0.4829 init_gold_top100=0.4863 +step=202100 micro_steps=202100 elapsed=35.1s lr=3.000000e-04 loss=2.7158 loss_recon=2.7158 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5983 corrupt_frac=1.0000 acc_corrupt=0.5983 loss_corrupt=2.7158 wrong_frac=0.4954 init_acc_corrupt=0.4710 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=677.8663 out_g_norm=0.0122 loss_all=3.1571 init_gold_top10=0.4440 init_gold_top100=0.4495 +step=202200 micro_steps=202200 elapsed=33.8s lr=3.000000e-04 loss=2.7623 loss_recon=2.7623 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5924 corrupt_frac=1.0000 acc_corrupt=0.5924 loss_corrupt=2.7623 wrong_frac=0.5000 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3917 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.1862 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2100 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=678.0287 out_g_norm=0.0123 loss_all=3.0875 init_gold_top10=0.4521 init_gold_top100=0.4597 +step=202300 micro_steps=202300 elapsed=33.5s lr=3.000000e-04 loss=2.7081 loss_recon=2.7081 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5990 corrupt_frac=1.0000 acc_corrupt=0.5990 loss_corrupt=2.7081 wrong_frac=0.4960 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3960 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6733 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=678.1794 out_g_norm=0.0127 loss_all=3.3587 init_gold_top10=0.4334 init_gold_top100=0.4410 +step=202400 micro_steps=202400 elapsed=33.4s lr=3.000000e-04 loss=2.7928 loss_recon=2.7928 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7928 wrong_frac=0.5024 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.1066 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=678.3375 out_g_norm=0.0122 loss_all=2.6935 init_gold_top10=0.5146 init_gold_top100=0.5204 +step=202500 micro_steps=202500 elapsed=33.3s lr=3.000000e-04 loss=2.7704 loss_recon=2.7704 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5889 corrupt_frac=1.0000 acc_corrupt=0.5889 loss_corrupt=2.7704 wrong_frac=0.5040 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.1079 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=678.4963 out_g_norm=0.0123 loss_all=3.6242 init_gold_top10=0.3791 init_gold_top100=0.3853 +step=202600 micro_steps=202600 elapsed=33.3s lr=3.000000e-04 loss=2.7080 loss_recon=2.7080 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5984 corrupt_frac=1.0000 acc_corrupt=0.5984 loss_corrupt=2.7080 wrong_frac=0.4947 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3785 corrupt_frac_t_0p2_0p4=0.1951 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=678.6514 out_g_norm=0.0126 loss_all=2.9002 init_gold_top10=0.4704 init_gold_top100=0.4752 +step=202700 micro_steps=202700 elapsed=33.3s lr=3.000000e-04 loss=2.7620 loss_recon=2.7620 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5922 corrupt_frac=1.0000 acc_corrupt=0.5922 loss_corrupt=2.7620 wrong_frac=0.5008 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3900 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6692 corrupt_frac_t_0p4_0p6=0.1982 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=678.8025 out_g_norm=0.0123 loss_all=2.7938 init_gold_top10=0.5016 init_gold_top100=0.5067 +step=202800 micro_steps=202800 elapsed=33.2s lr=3.000000e-04 loss=2.7138 loss_recon=2.7138 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5973 corrupt_frac=1.0000 acc_corrupt=0.5973 loss_corrupt=2.7138 wrong_frac=0.4956 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.0983 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3888 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.1982 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=678.9628 out_g_norm=0.0122 loss_all=1.8022 init_gold_top10=0.6113 init_gold_top100=0.6156 +step=202900 micro_steps=202900 elapsed=33.3s lr=3.000000e-04 loss=2.8267 loss_recon=2.8267 loss_meanflow=0.0000 mean_model_t=0.4926 mean_corrupt_t=0.4926 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5835 corrupt_frac=1.0000 acc_corrupt=0.5835 loss_corrupt=2.8267 wrong_frac=0.5077 init_acc_corrupt=0.4577 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3933 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6626 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1819 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2086 out_w_norm=679.1151 out_g_norm=0.0123 loss_all=2.1834 init_gold_top10=0.5748 init_gold_top100=0.5778 +step=203000 micro_steps=203000 elapsed=33.3s lr=3.000000e-04 loss=2.8166 loss_recon=2.8166 loss_meanflow=0.0000 mean_model_t=0.4918 mean_corrupt_t=0.4918 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8166 wrong_frac=0.5081 init_acc_corrupt=0.4565 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.2122 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9604 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=679.2779 out_g_norm=0.0122 loss_all=2.4205 init_gold_top10=0.5058 init_gold_top100=0.5092 +step=203100 micro_steps=203100 elapsed=34.8s lr=3.000000e-04 loss=2.7137 loss_recon=2.7137 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5973 corrupt_frac=1.0000 acc_corrupt=0.5973 loss_corrupt=2.7137 wrong_frac=0.4980 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3898 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.2106 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=679.4394 out_g_norm=0.0123 loss_all=2.6653 init_gold_top10=0.4974 init_gold_top100=0.5024 +step=203200 micro_steps=203200 elapsed=33.3s lr=3.000000e-04 loss=2.7477 loss_recon=2.7477 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5938 corrupt_frac=1.0000 acc_corrupt=0.5938 loss_corrupt=2.7477 wrong_frac=0.4998 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.4000 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8495 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=679.6035 out_g_norm=0.0122 loss_all=2.5182 init_gold_top10=0.4796 init_gold_top100=0.4837 +step=203300 micro_steps=203300 elapsed=33.3s lr=3.000000e-04 loss=2.7521 loss_recon=2.7521 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5927 corrupt_frac=1.0000 acc_corrupt=0.5927 loss_corrupt=2.7521 wrong_frac=0.5019 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.1132 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3966 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6755 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=679.7631 out_g_norm=0.0124 loss_all=2.7830 init_gold_top10=0.5007 init_gold_top100=0.5072 +step=203400 micro_steps=203400 elapsed=33.2s lr=3.000000e-04 loss=2.8038 loss_recon=2.8038 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5859 corrupt_frac=1.0000 acc_corrupt=0.5859 loss_corrupt=2.8038 wrong_frac=0.5078 init_acc_corrupt=0.4566 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3893 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=679.9253 out_g_norm=0.0124 loss_all=3.3534 init_gold_top10=0.4347 init_gold_top100=0.4422 +step=203500 micro_steps=203500 elapsed=33.3s lr=3.000000e-04 loss=2.7413 loss_recon=2.7413 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5930 corrupt_frac=1.0000 acc_corrupt=0.5930 loss_corrupt=2.7413 wrong_frac=0.4998 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3778 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=680.0839 out_g_norm=0.0123 loss_all=2.7076 init_gold_top10=0.4916 init_gold_top100=0.4959 +step=203600 micro_steps=203600 elapsed=33.2s lr=3.000000e-04 loss=2.7408 loss_recon=2.7408 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5950 corrupt_frac=1.0000 acc_corrupt=0.5950 loss_corrupt=2.7408 wrong_frac=0.4968 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=680.2474 out_g_norm=0.0125 loss_all=2.9058 init_gold_top10=0.5089 init_gold_top100=0.5144 +step=203700 micro_steps=203700 elapsed=33.2s lr=3.000000e-04 loss=2.7142 loss_recon=2.7142 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5972 corrupt_frac=1.0000 acc_corrupt=0.5972 loss_corrupt=2.7142 wrong_frac=0.4958 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8484 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=680.4099 out_g_norm=0.0122 loss_all=2.7412 init_gold_top10=0.4946 init_gold_top100=0.4992 +step=203800 micro_steps=203800 elapsed=33.2s lr=3.000000e-04 loss=2.7690 loss_recon=2.7690 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5912 corrupt_frac=1.0000 acc_corrupt=0.5912 loss_corrupt=2.7690 wrong_frac=0.5004 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.1084 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3921 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=680.5591 out_g_norm=0.0122 loss_all=2.2700 init_gold_top10=0.5460 init_gold_top100=0.5508 +step=203900 micro_steps=203900 elapsed=33.2s lr=3.000000e-04 loss=2.7758 loss_recon=2.7758 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.7758 wrong_frac=0.5038 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.0985 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3870 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.2094 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=680.7111 out_g_norm=0.0125 loss_all=2.7981 init_gold_top10=0.4519 init_gold_top100=0.4571 +step=204000 micro_steps=204000 elapsed=33.2s lr=3.000000e-04 loss=2.6932 loss_recon=2.6932 loss_meanflow=0.0000 mean_model_t=0.5064 mean_corrupt_t=0.5064 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6003 corrupt_frac=1.0000 acc_corrupt=0.6003 loss_corrupt=2.6932 wrong_frac=0.4934 init_acc_corrupt=0.4728 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1841 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.2137 acc_corrupt_t_0p4_0p6=0.6715 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=680.8716 out_g_norm=0.0123 loss_all=3.7470 init_gold_top10=0.3752 init_gold_top100=0.3865 +step=204100 micro_steps=204100 elapsed=34.6s lr=3.000000e-04 loss=2.7682 loss_recon=2.7682 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5912 corrupt_frac=1.0000 acc_corrupt=0.5912 loss_corrupt=2.7682 wrong_frac=0.5019 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1078 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6759 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.1847 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=681.0316 out_g_norm=0.0122 loss_all=3.3423 init_gold_top10=0.4022 init_gold_top100=0.4084 +step=204200 micro_steps=204200 elapsed=33.2s lr=3.000000e-04 loss=2.7289 loss_recon=2.7289 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7289 wrong_frac=0.4995 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=681.1900 out_g_norm=0.0122 loss_all=2.8723 init_gold_top10=0.4616 init_gold_top100=0.4674 +step=204300 micro_steps=204300 elapsed=33.3s lr=3.000000e-04 loss=2.8285 loss_recon=2.8285 loss_meanflow=0.0000 mean_model_t=0.4921 mean_corrupt_t=0.4921 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8285 wrong_frac=0.5082 init_acc_corrupt=0.4573 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2121 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1844 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2036 out_w_norm=681.3523 out_g_norm=0.0123 loss_all=3.0876 init_gold_top10=0.4277 init_gold_top100=0.4352 +step=204400 micro_steps=204400 elapsed=33.4s lr=3.000000e-04 loss=2.7958 loss_recon=2.7958 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.7958 wrong_frac=0.5048 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3883 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6668 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=681.5096 out_g_norm=0.0121 loss_all=3.5178 init_gold_top10=0.4102 init_gold_top100=0.4178 +step=204500 micro_steps=204500 elapsed=33.2s lr=3.000000e-04 loss=2.7658 loss_recon=2.7658 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5918 corrupt_frac=1.0000 acc_corrupt=0.5918 loss_corrupt=2.7658 wrong_frac=0.5009 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.2079 acc_corrupt_t_0p4_0p6=0.6740 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=681.6682 out_g_norm=0.0122 loss_all=2.0164 init_gold_top10=0.5793 init_gold_top100=0.5836 +step=204600 micro_steps=204600 elapsed=33.2s lr=3.000000e-04 loss=2.7570 loss_recon=2.7570 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7570 wrong_frac=0.5000 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3917 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=681.8289 out_g_norm=0.0123 loss_all=2.7439 init_gold_top10=0.4461 init_gold_top100=0.4499 +step=204700 micro_steps=204700 elapsed=33.2s lr=3.000000e-04 loss=2.7331 loss_recon=2.7331 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7331 wrong_frac=0.4973 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.1072 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=681.9925 out_g_norm=0.0125 loss_all=2.8724 init_gold_top10=0.4778 init_gold_top100=0.4858 +step=204800 micro_steps=204800 elapsed=33.2s lr=3.000000e-04 loss=2.7016 loss_recon=2.7016 loss_meanflow=0.0000 mean_model_t=0.5058 mean_corrupt_t=0.5058 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5992 corrupt_frac=1.0000 acc_corrupt=0.5992 loss_corrupt=2.7016 wrong_frac=0.4941 init_acc_corrupt=0.4733 acc_corrupt_t_0p0_0p2=0.0986 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3923 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=682.1614 out_g_norm=0.0125 loss_all=2.2756 init_gold_top10=0.5521 init_gold_top100=0.5549 +step=204900 micro_steps=204900 elapsed=33.1s lr=3.000000e-04 loss=2.8182 loss_recon=2.8182 loss_meanflow=0.0000 mean_model_t=0.4910 mean_corrupt_t=0.4910 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8182 wrong_frac=0.5094 init_acc_corrupt=0.4557 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=682.3116 out_g_norm=0.0127 loss_all=3.0245 init_gold_top10=0.4733 init_gold_top100=0.4810 +step=205000 micro_steps=205000 elapsed=33.4s lr=3.000000e-04 loss=2.7156 loss_recon=2.7156 loss_meanflow=0.0000 mean_model_t=0.5064 mean_corrupt_t=0.5064 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5977 corrupt_frac=1.0000 acc_corrupt=0.5977 loss_corrupt=2.7156 wrong_frac=0.4936 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.1001 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3880 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.1872 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2109 out_w_norm=682.4773 out_g_norm=0.0124 loss_all=2.5823 init_gold_top10=0.5262 init_gold_top100=0.5312 +step=205100 micro_steps=205100 elapsed=34.5s lr=3.000000e-04 loss=2.8514 loss_recon=2.8514 loss_meanflow=0.0000 mean_model_t=0.4924 mean_corrupt_t=0.4924 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5817 corrupt_frac=1.0000 acc_corrupt=0.5817 loss_corrupt=2.8514 wrong_frac=0.5078 init_acc_corrupt=0.4567 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.2194 acc_corrupt_t_0p2_0p4=0.3860 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.1960 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=682.6479 out_g_norm=0.0121 loss_all=2.6798 init_gold_top10=0.5002 init_gold_top100=0.5065 +step=205200 micro_steps=205200 elapsed=33.3s lr=3.000000e-04 loss=2.7998 loss_recon=2.7998 loss_meanflow=0.0000 mean_model_t=0.4950 mean_corrupt_t=0.4950 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.7998 wrong_frac=0.5047 init_acc_corrupt=0.4595 acc_corrupt_t_0p0_0p2=0.1077 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8479 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=682.8061 out_g_norm=0.0129 loss_all=2.9227 init_gold_top10=0.4662 init_gold_top100=0.4686 +step=205300 micro_steps=205300 elapsed=33.3s lr=3.000000e-04 loss=2.7334 loss_recon=2.7334 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5947 corrupt_frac=1.0000 acc_corrupt=0.5947 loss_corrupt=2.7334 wrong_frac=0.4976 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1083 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3811 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=682.9661 out_g_norm=0.0123 loss_all=2.3840 init_gold_top10=0.5404 init_gold_top100=0.5453 +step=205400 micro_steps=205400 elapsed=33.3s lr=3.000000e-04 loss=2.7982 loss_recon=2.7982 loss_meanflow=0.0000 mean_model_t=0.4905 mean_corrupt_t=0.4905 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5863 corrupt_frac=1.0000 acc_corrupt=0.5863 loss_corrupt=2.7982 wrong_frac=0.5094 init_acc_corrupt=0.4548 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.2077 acc_corrupt_t_0p2_0p4=0.3915 corrupt_frac_t_0p2_0p4=0.2080 acc_corrupt_t_0p4_0p6=0.6758 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1803 out_w_norm=683.1229 out_g_norm=0.0121 loss_all=3.2631 init_gold_top10=0.4167 init_gold_top100=0.4240 +step=205500 micro_steps=205500 elapsed=33.2s lr=3.000000e-04 loss=2.8615 loss_recon=2.8615 loss_meanflow=0.0000 mean_model_t=0.4873 mean_corrupt_t=0.4873 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5792 corrupt_frac=1.0000 acc_corrupt=0.5792 loss_corrupt=2.8615 wrong_frac=0.5126 init_acc_corrupt=0.4519 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.3883 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=683.2780 out_g_norm=0.0122 loss_all=3.0668 init_gold_top10=0.4480 init_gold_top100=0.4557 +step=205600 micro_steps=205600 elapsed=33.1s lr=3.000000e-04 loss=2.6796 loss_recon=2.6796 loss_meanflow=0.0000 mean_model_t=0.5099 mean_corrupt_t=0.5099 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6042 corrupt_frac=1.0000 acc_corrupt=0.6042 loss_corrupt=2.6796 wrong_frac=0.4899 init_acc_corrupt=0.4786 acc_corrupt_t_0p0_0p2=0.0979 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3869 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2077 out_w_norm=683.4346 out_g_norm=0.0121 loss_all=3.6901 init_gold_top10=0.3999 init_gold_top100=0.4080 +step=205700 micro_steps=205700 elapsed=33.3s lr=3.000000e-04 loss=2.7515 loss_recon=2.7515 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7515 wrong_frac=0.4997 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.1982 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2030 out_w_norm=683.5970 out_g_norm=0.0122 loss_all=1.9051 init_gold_top10=0.5906 init_gold_top100=0.5942 +step=205800 micro_steps=205800 elapsed=33.3s lr=3.000000e-04 loss=2.7205 loss_recon=2.7205 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5976 corrupt_frac=1.0000 acc_corrupt=0.5976 loss_corrupt=2.7205 wrong_frac=0.4949 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.1096 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3943 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=683.7539 out_g_norm=0.0124 loss_all=1.8015 init_gold_top10=0.6070 init_gold_top100=0.6102 +step=205900 micro_steps=205900 elapsed=33.3s lr=3.000000e-04 loss=2.8149 loss_recon=2.8149 loss_meanflow=0.0000 mean_model_t=0.4937 mean_corrupt_t=0.4937 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5854 corrupt_frac=1.0000 acc_corrupt=0.5854 loss_corrupt=2.8149 wrong_frac=0.5062 init_acc_corrupt=0.4583 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.3935 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=683.9012 out_g_norm=0.0131 loss_all=3.5548 init_gold_top10=0.3977 init_gold_top100=0.4059 +step=206000 micro_steps=206000 elapsed=33.3s lr=3.000000e-04 loss=2.7037 loss_recon=2.7037 loss_meanflow=0.0000 mean_model_t=0.5057 mean_corrupt_t=0.5057 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5992 corrupt_frac=1.0000 acc_corrupt=0.5992 loss_corrupt=2.7037 wrong_frac=0.4940 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.0991 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2125 out_w_norm=684.0615 out_g_norm=0.0126 loss_all=2.2748 init_gold_top10=0.5555 init_gold_top100=0.5618 +step=206100 micro_steps=206100 elapsed=34.7s lr=3.000000e-04 loss=2.7959 loss_recon=2.7959 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5881 corrupt_frac=1.0000 acc_corrupt=0.5881 loss_corrupt=2.7959 wrong_frac=0.5039 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3857 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1989 out_w_norm=684.2199 out_g_norm=0.0124 loss_all=2.7579 init_gold_top10=0.5258 init_gold_top100=0.5320 +step=206200 micro_steps=206200 elapsed=33.3s lr=3.000000e-04 loss=2.7020 loss_recon=2.7020 loss_meanflow=0.0000 mean_model_t=0.5073 mean_corrupt_t=0.5073 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6001 corrupt_frac=1.0000 acc_corrupt=0.6001 loss_corrupt=2.7020 wrong_frac=0.4926 init_acc_corrupt=0.4740 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3791 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6636 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2131 out_w_norm=684.3867 out_g_norm=0.0122 loss_all=2.9299 init_gold_top10=0.4847 init_gold_top100=0.4912 +step=206300 micro_steps=206300 elapsed=33.3s lr=3.000000e-04 loss=2.7574 loss_recon=2.7574 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5915 corrupt_frac=1.0000 acc_corrupt=0.5915 loss_corrupt=2.7574 wrong_frac=0.5047 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1079 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3888 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=684.5436 out_g_norm=0.0122 loss_all=3.0824 init_gold_top10=0.4603 init_gold_top100=0.4650 +step=206400 micro_steps=206400 elapsed=33.4s lr=3.000000e-04 loss=2.7341 loss_recon=2.7341 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5953 corrupt_frac=1.0000 acc_corrupt=0.5953 loss_corrupt=2.7341 wrong_frac=0.4964 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=684.7069 out_g_norm=0.0120 loss_all=2.8317 init_gold_top10=0.5012 init_gold_top100=0.5067 +step=206500 micro_steps=206500 elapsed=33.4s lr=3.000000e-04 loss=2.7546 loss_recon=2.7546 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5921 corrupt_frac=1.0000 acc_corrupt=0.5921 loss_corrupt=2.7546 wrong_frac=0.5003 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3874 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6655 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=684.8610 out_g_norm=0.0122 loss_all=2.1656 init_gold_top10=0.5662 init_gold_top100=0.5693 +step=206600 micro_steps=206600 elapsed=33.2s lr=3.000000e-04 loss=2.7798 loss_recon=2.7798 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7798 wrong_frac=0.5049 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3989 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8400 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=685.0213 out_g_norm=0.0123 loss_all=3.2356 init_gold_top10=0.4198 init_gold_top100=0.4263 +step=206700 micro_steps=206700 elapsed=33.2s lr=3.000000e-04 loss=2.7796 loss_recon=2.7796 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7796 wrong_frac=0.5033 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3797 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=685.1764 out_g_norm=0.0122 loss_all=3.4466 init_gold_top10=0.4167 init_gold_top100=0.4243 +step=206800 micro_steps=206800 elapsed=33.4s lr=3.000000e-04 loss=2.7400 loss_recon=2.7400 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5958 corrupt_frac=1.0000 acc_corrupt=0.5958 loss_corrupt=2.7400 wrong_frac=0.4943 init_acc_corrupt=0.4717 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3815 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2125 out_w_norm=685.3270 out_g_norm=0.0121 loss_all=2.8238 init_gold_top10=0.4590 init_gold_top100=0.4645 +step=206900 micro_steps=206900 elapsed=33.3s lr=3.000000e-04 loss=2.7562 loss_recon=2.7562 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7562 wrong_frac=0.4989 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3838 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6734 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=685.4875 out_g_norm=0.0123 loss_all=2.7533 init_gold_top10=0.4969 init_gold_top100=0.5023 +step=207000 micro_steps=207000 elapsed=33.2s lr=3.000000e-04 loss=2.7236 loss_recon=2.7236 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5969 corrupt_frac=1.0000 acc_corrupt=0.5969 loss_corrupt=2.7236 wrong_frac=0.4969 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3917 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6751 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=685.6449 out_g_norm=0.0123 loss_all=2.3645 init_gold_top10=0.5468 init_gold_top100=0.5518 +step=207100 micro_steps=207100 elapsed=34.5s lr=3.000000e-04 loss=2.7324 loss_recon=2.7324 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5961 corrupt_frac=1.0000 acc_corrupt=0.5961 loss_corrupt=2.7324 wrong_frac=0.4977 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3959 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=685.7996 out_g_norm=0.0124 loss_all=2.6028 init_gold_top10=0.5061 init_gold_top100=0.5115 +step=207200 micro_steps=207200 elapsed=33.3s lr=3.000000e-04 loss=2.6834 loss_recon=2.6834 loss_meanflow=0.0000 mean_model_t=0.5087 mean_corrupt_t=0.5087 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6028 corrupt_frac=1.0000 acc_corrupt=0.6028 loss_corrupt=2.6834 wrong_frac=0.4911 init_acc_corrupt=0.4758 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3892 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2042 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2153 out_w_norm=685.9537 out_g_norm=0.0121 loss_all=2.0902 init_gold_top10=0.5817 init_gold_top100=0.5841 +step=207300 micro_steps=207300 elapsed=33.2s lr=3.000000e-04 loss=2.7426 loss_recon=2.7426 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7426 wrong_frac=0.4982 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6644 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=686.1059 out_g_norm=0.0124 loss_all=2.4263 init_gold_top10=0.5416 init_gold_top100=0.5467 +step=207400 micro_steps=207400 elapsed=33.2s lr=3.000000e-04 loss=2.7077 loss_recon=2.7077 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5980 corrupt_frac=1.0000 acc_corrupt=0.5980 loss_corrupt=2.7077 wrong_frac=0.4973 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3934 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.2144 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=686.2576 out_g_norm=0.0121 loss_all=2.4777 init_gold_top10=0.5403 init_gold_top100=0.5458 +step=207500 micro_steps=207500 elapsed=33.2s lr=3.000000e-04 loss=2.6357 loss_recon=2.6357 loss_meanflow=0.0000 mean_model_t=0.5099 mean_corrupt_t=0.5099 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6070 corrupt_frac=1.0000 acc_corrupt=0.6070 loss_corrupt=2.6357 wrong_frac=0.4900 init_acc_corrupt=0.4774 acc_corrupt_t_0p0_0p2=0.1096 corrupt_frac_t_0p0_0p2=0.1853 acc_corrupt_t_0p2_0p4=0.3944 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.2172 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9605 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=686.4203 out_g_norm=0.0120 loss_all=2.6867 init_gold_top10=0.5138 init_gold_top100=0.5199 +step=207600 micro_steps=207600 elapsed=33.2s lr=3.000000e-04 loss=2.7676 loss_recon=2.7676 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5915 corrupt_frac=1.0000 acc_corrupt=0.5915 loss_corrupt=2.7676 wrong_frac=0.5013 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3871 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6676 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=686.5768 out_g_norm=0.0122 loss_all=2.8208 init_gold_top10=0.4798 init_gold_top100=0.4851 +step=207700 micro_steps=207700 elapsed=33.2s lr=3.000000e-04 loss=2.7308 loss_recon=2.7308 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7308 wrong_frac=0.4985 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=686.7361 out_g_norm=0.0122 loss_all=3.0114 init_gold_top10=0.4783 init_gold_top100=0.4856 +step=207800 micro_steps=207800 elapsed=33.3s lr=3.000000e-04 loss=2.8102 loss_recon=2.8102 loss_meanflow=0.0000 mean_model_t=0.4922 mean_corrupt_t=0.4922 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5844 corrupt_frac=1.0000 acc_corrupt=0.5844 loss_corrupt=2.8102 wrong_frac=0.5077 init_acc_corrupt=0.4568 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=686.8909 out_g_norm=0.0121 loss_all=2.5586 init_gold_top10=0.5153 init_gold_top100=0.5199 +step=207900 micro_steps=207900 elapsed=33.2s lr=3.000000e-04 loss=2.7330 loss_recon=2.7330 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5966 corrupt_frac=1.0000 acc_corrupt=0.5966 loss_corrupt=2.7330 wrong_frac=0.4975 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3908 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6737 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=687.0542 out_g_norm=0.0122 loss_all=2.9956 init_gold_top10=0.4806 init_gold_top100=0.4861 +step=208000 micro_steps=208000 elapsed=33.2s lr=3.000000e-04 loss=2.6288 loss_recon=2.6288 loss_meanflow=0.0000 mean_model_t=0.5127 mean_corrupt_t=0.5127 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6084 corrupt_frac=1.0000 acc_corrupt=0.6084 loss_corrupt=2.6288 wrong_frac=0.4875 init_acc_corrupt=0.4803 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1803 acc_corrupt_t_0p2_0p4=0.3996 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=687.2068 out_g_norm=0.0120 loss_all=2.0500 init_gold_top10=0.5898 init_gold_top100=0.5941 +step=208100 micro_steps=208100 elapsed=34.6s lr=3.000000e-04 loss=2.7887 loss_recon=2.7887 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5880 corrupt_frac=1.0000 acc_corrupt=0.5880 loss_corrupt=2.7887 wrong_frac=0.5037 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.1094 corrupt_frac_t_0p0_0p2=0.2153 acc_corrupt_t_0p2_0p4=0.3908 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8468 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=687.3677 out_g_norm=0.0121 loss_all=2.6611 init_gold_top10=0.5106 init_gold_top100=0.5175 +step=208200 micro_steps=208200 elapsed=33.2s lr=3.000000e-04 loss=2.8115 loss_recon=2.8115 loss_meanflow=0.0000 mean_model_t=0.4908 mean_corrupt_t=0.4908 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5845 corrupt_frac=1.0000 acc_corrupt=0.5845 loss_corrupt=2.8115 wrong_frac=0.5089 init_acc_corrupt=0.4553 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3904 corrupt_frac_t_0p2_0p4=0.2119 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1850 out_w_norm=687.5331 out_g_norm=0.0124 loss_all=2.3240 init_gold_top10=0.5669 init_gold_top100=0.5720 +step=208300 micro_steps=208300 elapsed=33.3s lr=3.000000e-04 loss=2.8170 loss_recon=2.8170 loss_meanflow=0.0000 mean_model_t=0.4918 mean_corrupt_t=0.4918 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5840 corrupt_frac=1.0000 acc_corrupt=0.5840 loss_corrupt=2.8170 wrong_frac=0.5081 init_acc_corrupt=0.4560 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.3915 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=687.7007 out_g_norm=0.0121 loss_all=3.4393 init_gold_top10=0.4062 init_gold_top100=0.4147 +step=208400 micro_steps=208400 elapsed=33.1s lr=3.000000e-04 loss=2.7253 loss_recon=2.7253 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5961 corrupt_frac=1.0000 acc_corrupt=0.5961 loss_corrupt=2.7253 wrong_frac=0.4971 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3899 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2141 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=687.8594 out_g_norm=0.0121 loss_all=2.4752 init_gold_top10=0.5090 init_gold_top100=0.5139 +step=208500 micro_steps=208500 elapsed=33.3s lr=3.000000e-04 loss=2.7272 loss_recon=2.7272 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5978 corrupt_frac=1.0000 acc_corrupt=0.5978 loss_corrupt=2.7272 wrong_frac=0.4942 init_acc_corrupt=0.4718 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3871 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6747 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=688.0109 out_g_norm=0.0119 loss_all=2.4517 init_gold_top10=0.5511 init_gold_top100=0.5566 +step=208600 micro_steps=208600 elapsed=33.2s lr=3.000000e-04 loss=2.7423 loss_recon=2.7423 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5953 corrupt_frac=1.0000 acc_corrupt=0.5953 loss_corrupt=2.7423 wrong_frac=0.4991 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3908 corrupt_frac_t_0p2_0p4=0.1866 acc_corrupt_t_0p4_0p6=0.6679 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=688.1727 out_g_norm=0.0121 loss_all=2.5013 init_gold_top10=0.5287 init_gold_top100=0.5326 +step=208700 micro_steps=208700 elapsed=33.1s lr=3.000000e-04 loss=2.7080 loss_recon=2.7080 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5996 corrupt_frac=1.0000 acc_corrupt=0.5996 loss_corrupt=2.7080 wrong_frac=0.4949 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.1973 acc_corrupt_t_0p2_0p4=0.3957 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6765 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2147 out_w_norm=688.3353 out_g_norm=0.0121 loss_all=3.2285 init_gold_top10=0.4567 init_gold_top100=0.4625 +step=208800 micro_steps=208800 elapsed=33.2s lr=3.000000e-04 loss=2.7110 loss_recon=2.7110 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5972 corrupt_frac=1.0000 acc_corrupt=0.5972 loss_corrupt=2.7110 wrong_frac=0.4970 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.1982 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.2112 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=688.4910 out_g_norm=0.0122 loss_all=2.9333 init_gold_top10=0.4428 init_gold_top100=0.4496 +step=208900 micro_steps=208900 elapsed=33.2s lr=3.000000e-04 loss=2.7203 loss_recon=2.7203 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5971 corrupt_frac=1.0000 acc_corrupt=0.5971 loss_corrupt=2.7203 wrong_frac=0.4999 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3925 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9600 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=688.6473 out_g_norm=0.0122 loss_all=1.7198 init_gold_top10=0.6581 init_gold_top100=0.6600 +step=209000 micro_steps=209000 elapsed=33.1s lr=3.000000e-04 loss=2.7275 loss_recon=2.7275 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5959 corrupt_frac=1.0000 acc_corrupt=0.5959 loss_corrupt=2.7275 wrong_frac=0.4967 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1077 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3877 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8481 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=688.7984 out_g_norm=0.0120 loss_all=2.6943 init_gold_top10=0.5082 init_gold_top100=0.5151 +step=209100 micro_steps=209100 elapsed=34.5s lr=3.000000e-04 loss=2.7965 loss_recon=2.7965 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.7965 wrong_frac=0.5064 init_acc_corrupt=0.4583 acc_corrupt_t_0p0_0p2=0.1071 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3840 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6692 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1844 out_w_norm=688.9464 out_g_norm=0.0122 loss_all=3.0673 init_gold_top10=0.4519 init_gold_top100=0.4589 +step=209200 micro_steps=209200 elapsed=33.1s lr=3.000000e-04 loss=2.7021 loss_recon=2.7021 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6003 corrupt_frac=1.0000 acc_corrupt=0.6003 loss_corrupt=2.7021 wrong_frac=0.4973 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.1074 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3912 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6775 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=689.1054 out_g_norm=0.0125 loss_all=3.1482 init_gold_top10=0.5038 init_gold_top100=0.5130 +step=209300 micro_steps=209300 elapsed=33.2s lr=3.000000e-04 loss=2.7078 loss_recon=2.7078 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5993 corrupt_frac=1.0000 acc_corrupt=0.5993 loss_corrupt=2.7078 wrong_frac=0.4957 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3935 corrupt_frac_t_0p2_0p4=0.1878 acc_corrupt_t_0p4_0p6=0.6721 corrupt_frac_t_0p4_0p6=0.2017 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.2228 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1926 out_w_norm=689.2668 out_g_norm=0.0124 loss_all=2.7912 init_gold_top10=0.4564 init_gold_top100=0.4628 +step=209400 micro_steps=209400 elapsed=33.1s lr=3.000000e-04 loss=2.7174 loss_recon=2.7174 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5962 corrupt_frac=1.0000 acc_corrupt=0.5962 loss_corrupt=2.7174 wrong_frac=0.4962 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3824 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=689.4274 out_g_norm=0.0121 loss_all=2.6047 init_gold_top10=0.4950 init_gold_top100=0.4988 +step=209500 micro_steps=209500 elapsed=33.1s lr=3.000000e-04 loss=2.7364 loss_recon=2.7364 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5933 corrupt_frac=1.0000 acc_corrupt=0.5933 loss_corrupt=2.7364 wrong_frac=0.5023 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.4001 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=689.5783 out_g_norm=0.0121 loss_all=2.3167 init_gold_top10=0.5055 init_gold_top100=0.5099 +step=209600 micro_steps=209600 elapsed=33.2s lr=3.000000e-04 loss=2.7555 loss_recon=2.7555 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7555 wrong_frac=0.5014 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6736 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=689.7382 out_g_norm=0.0121 loss_all=2.4055 init_gold_top10=0.5295 init_gold_top100=0.5336 +step=209700 micro_steps=209700 elapsed=33.1s lr=3.000000e-04 loss=2.6609 loss_recon=2.6609 loss_meanflow=0.0000 mean_model_t=0.5081 mean_corrupt_t=0.5081 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6047 corrupt_frac=1.0000 acc_corrupt=0.6047 loss_corrupt=2.6609 wrong_frac=0.4919 init_acc_corrupt=0.4739 acc_corrupt_t_0p0_0p2=0.1086 corrupt_frac_t_0p0_0p2=0.1884 acc_corrupt_t_0p2_0p4=0.3917 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6748 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=689.8917 out_g_norm=0.0121 loss_all=1.9265 init_gold_top10=0.6132 init_gold_top100=0.6163 +step=209800 micro_steps=209800 elapsed=33.0s lr=3.000000e-04 loss=2.8193 loss_recon=2.8193 loss_meanflow=0.0000 mean_model_t=0.4935 mean_corrupt_t=0.4935 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5848 corrupt_frac=1.0000 acc_corrupt=0.5848 loss_corrupt=2.8193 wrong_frac=0.5064 init_acc_corrupt=0.4577 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=690.0595 out_g_norm=0.0123 loss_all=3.2481 init_gold_top10=0.4410 init_gold_top100=0.4498 +step=209900 micro_steps=209900 elapsed=33.1s lr=3.000000e-04 loss=2.7108 loss_recon=2.7108 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5985 corrupt_frac=1.0000 acc_corrupt=0.5985 loss_corrupt=2.7108 wrong_frac=0.4962 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3874 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=690.2222 out_g_norm=0.0121 loss_all=2.7930 init_gold_top10=0.4776 init_gold_top100=0.4832 +step=210000 micro_steps=210000 elapsed=33.1s lr=3.000000e-04 loss=2.7621 loss_recon=2.7621 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5918 corrupt_frac=1.0000 acc_corrupt=0.5918 loss_corrupt=2.7621 wrong_frac=0.5042 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.1097 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3924 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1862 out_w_norm=690.3764 out_g_norm=0.0121 loss_all=2.8281 init_gold_top10=0.4962 init_gold_top100=0.5049 +step=210100 micro_steps=210100 elapsed=52.4s lr=3.000000e-04 loss=2.6997 loss_recon=2.6997 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5989 corrupt_frac=1.0000 acc_corrupt=0.5989 loss_corrupt=2.6997 wrong_frac=0.4960 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1087 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.3926 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9605 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=690.5469 out_g_norm=0.0120 loss_all=2.6070 init_gold_top10=0.5160 init_gold_top100=0.5221 +step=210200 micro_steps=210200 elapsed=52.9s lr=3.000000e-04 loss=2.7317 loss_recon=2.7317 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7317 wrong_frac=0.4981 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3893 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6633 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=690.7075 out_g_norm=0.0121 loss_all=2.0119 init_gold_top10=0.6047 init_gold_top100=0.6072 +step=210300 micro_steps=210300 elapsed=53.4s lr=3.000000e-04 loss=2.7195 loss_recon=2.7195 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5974 corrupt_frac=1.0000 acc_corrupt=0.5974 loss_corrupt=2.7195 wrong_frac=0.4950 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3906 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=690.8686 out_g_norm=0.0120 loss_all=2.8094 init_gold_top10=0.4568 init_gold_top100=0.4626 +step=210400 micro_steps=210400 elapsed=53.4s lr=3.000000e-04 loss=2.7054 loss_recon=2.7054 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5995 corrupt_frac=1.0000 acc_corrupt=0.5995 loss_corrupt=2.7054 wrong_frac=0.4948 init_acc_corrupt=0.4711 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.2011 acc_corrupt_t_0p2_0p4=0.3937 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6727 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=691.0177 out_g_norm=0.0122 loss_all=2.5052 init_gold_top10=0.4846 init_gold_top100=0.4895 +step=210500 micro_steps=210500 elapsed=53.3s lr=3.000000e-04 loss=2.7839 loss_recon=2.7839 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.7839 wrong_frac=0.5041 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3916 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6730 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.2100 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=691.1714 out_g_norm=0.0122 loss_all=3.1967 init_gold_top10=0.4786 init_gold_top100=0.4866 +step=210600 micro_steps=210600 elapsed=53.2s lr=3.000000e-04 loss=2.8237 loss_recon=2.8237 loss_meanflow=0.0000 mean_model_t=0.4914 mean_corrupt_t=0.4914 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8237 wrong_frac=0.5086 init_acc_corrupt=0.4554 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3883 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=691.3326 out_g_norm=0.0120 loss_all=2.4712 init_gold_top10=0.5347 init_gold_top100=0.5400 +step=210700 micro_steps=210700 elapsed=53.4s lr=3.000000e-04 loss=2.8060 loss_recon=2.8060 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5862 corrupt_frac=1.0000 acc_corrupt=0.5862 loss_corrupt=2.8060 wrong_frac=0.5055 init_acc_corrupt=0.4579 acc_corrupt_t_0p0_0p2=0.1083 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=691.4877 out_g_norm=0.0121 loss_all=2.6435 init_gold_top10=0.5035 init_gold_top100=0.5082 +step=210800 micro_steps=210800 elapsed=51.0s lr=3.000000e-04 loss=2.7502 loss_recon=2.7502 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5939 corrupt_frac=1.0000 acc_corrupt=0.5939 loss_corrupt=2.7502 wrong_frac=0.4970 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3868 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9600 corrupt_frac_t_0p8_1p0=0.2093 out_w_norm=691.6468 out_g_norm=0.0122 loss_all=2.2653 init_gold_top10=0.5455 init_gold_top100=0.5488 +step=210900 micro_steps=210900 elapsed=33.5s lr=3.000000e-04 loss=2.7851 loss_recon=2.7851 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.7851 wrong_frac=0.5038 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2030 acc_corrupt_t_0p2_0p4=0.3905 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=691.7990 out_g_norm=0.0120 loss_all=2.6193 init_gold_top10=0.4901 init_gold_top100=0.4956 +step=211000 micro_steps=211000 elapsed=33.4s lr=3.000000e-04 loss=2.7134 loss_recon=2.7134 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5973 corrupt_frac=1.0000 acc_corrupt=0.5973 loss_corrupt=2.7134 wrong_frac=0.4987 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.1115 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=691.9563 out_g_norm=0.0123 loss_all=2.9963 init_gold_top10=0.4774 init_gold_top100=0.4823 +step=211100 micro_steps=211100 elapsed=34.8s lr=3.000000e-04 loss=2.7134 loss_recon=2.7134 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5971 corrupt_frac=1.0000 acc_corrupt=0.5971 loss_corrupt=2.7134 wrong_frac=0.4976 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3902 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.2112 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.2015 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=692.1115 out_g_norm=0.0121 loss_all=2.6462 init_gold_top10=0.4897 init_gold_top100=0.4939 +step=211200 micro_steps=211200 elapsed=33.4s lr=3.000000e-04 loss=2.7812 loss_recon=2.7812 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7812 wrong_frac=0.5034 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3906 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=692.2596 out_g_norm=0.0121 loss_all=2.7014 init_gold_top10=0.5119 init_gold_top100=0.5172 +step=211300 micro_steps=211300 elapsed=33.4s lr=3.000000e-04 loss=2.7660 loss_recon=2.7660 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7660 wrong_frac=0.5033 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1872 out_w_norm=692.4196 out_g_norm=0.0120 loss_all=3.0265 init_gold_top10=0.4551 init_gold_top100=0.4615 +step=211400 micro_steps=211400 elapsed=33.4s lr=3.000000e-04 loss=2.7495 loss_recon=2.7495 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5927 corrupt_frac=1.0000 acc_corrupt=0.5927 loss_corrupt=2.7495 wrong_frac=0.5013 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.1869 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=692.5795 out_g_norm=0.0121 loss_all=2.9966 init_gold_top10=0.4687 init_gold_top100=0.4747 +step=211500 micro_steps=211500 elapsed=33.4s lr=3.000000e-04 loss=2.8018 loss_recon=2.8018 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5867 corrupt_frac=1.0000 acc_corrupt=0.5867 loss_corrupt=2.8018 wrong_frac=0.5040 init_acc_corrupt=0.4595 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3821 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2030 out_w_norm=692.7413 out_g_norm=0.0120 loss_all=2.0726 init_gold_top10=0.5619 init_gold_top100=0.5656 +step=211600 micro_steps=211600 elapsed=33.5s lr=3.000000e-04 loss=2.7207 loss_recon=2.7207 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5972 corrupt_frac=1.0000 acc_corrupt=0.5972 loss_corrupt=2.7207 wrong_frac=0.4940 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.1071 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3797 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=692.8946 out_g_norm=0.0120 loss_all=2.8032 init_gold_top10=0.5096 init_gold_top100=0.5167 +step=211700 micro_steps=211700 elapsed=33.4s lr=3.000000e-04 loss=2.7854 loss_recon=2.7854 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.7854 wrong_frac=0.5054 init_acc_corrupt=0.4583 acc_corrupt_t_0p0_0p2=0.1080 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3887 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=693.0519 out_g_norm=0.0121 loss_all=3.4853 init_gold_top10=0.3910 init_gold_top100=0.3982 +step=211800 micro_steps=211800 elapsed=33.2s lr=3.000000e-04 loss=2.7913 loss_recon=2.7913 loss_meanflow=0.0000 mean_model_t=0.4935 mean_corrupt_t=0.4935 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.7913 wrong_frac=0.5064 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3952 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6730 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=693.1983 out_g_norm=0.0122 loss_all=2.9185 init_gold_top10=0.4740 init_gold_top100=0.4786 +step=211900 micro_steps=211900 elapsed=33.3s lr=3.000000e-04 loss=2.7225 loss_recon=2.7225 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5965 corrupt_frac=1.0000 acc_corrupt=0.5965 loss_corrupt=2.7225 wrong_frac=0.4996 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1144 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3994 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6631 corrupt_frac_t_0p4_0p6=0.2068 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.1891 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=693.3549 out_g_norm=0.0123 loss_all=2.5829 init_gold_top10=0.5116 init_gold_top100=0.5162 +step=212000 micro_steps=212000 elapsed=33.3s lr=3.000000e-04 loss=2.6730 loss_recon=2.6730 loss_meanflow=0.0000 mean_model_t=0.5084 mean_corrupt_t=0.5084 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6025 corrupt_frac=1.0000 acc_corrupt=0.6025 loss_corrupt=2.6730 wrong_frac=0.4914 init_acc_corrupt=0.4753 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1967 acc_corrupt_t_0p2_0p4=0.3884 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6739 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2128 out_w_norm=693.5112 out_g_norm=0.0125 loss_all=2.3253 init_gold_top10=0.5334 init_gold_top100=0.5379 +step=212100 micro_steps=212100 elapsed=34.7s lr=3.000000e-04 loss=2.7072 loss_recon=2.7072 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5980 corrupt_frac=1.0000 acc_corrupt=0.5980 loss_corrupt=2.7072 wrong_frac=0.4957 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1082 corrupt_frac_t_0p0_0p2=0.1872 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=693.6768 out_g_norm=0.0120 loss_all=2.7267 init_gold_top10=0.4856 init_gold_top100=0.4921 +step=212200 micro_steps=212200 elapsed=33.3s lr=3.000000e-04 loss=2.7604 loss_recon=2.7604 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7604 wrong_frac=0.5063 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.1093 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=693.8372 out_g_norm=0.0119 loss_all=2.9613 init_gold_top10=0.4471 init_gold_top100=0.4539 +step=212300 micro_steps=212300 elapsed=33.3s lr=3.000000e-04 loss=2.6584 loss_recon=2.6584 loss_meanflow=0.0000 mean_model_t=0.5080 mean_corrupt_t=0.5080 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6041 corrupt_frac=1.0000 acc_corrupt=0.6041 loss_corrupt=2.6584 wrong_frac=0.4921 init_acc_corrupt=0.4753 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.1837 acc_corrupt_t_0p2_0p4=0.3895 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.2090 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=693.9969 out_g_norm=0.0120 loss_all=2.6895 init_gold_top10=0.5047 init_gold_top100=0.5069 +step=212400 micro_steps=212400 elapsed=33.4s lr=3.000000e-04 loss=2.7131 loss_recon=2.7131 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5979 corrupt_frac=1.0000 acc_corrupt=0.5979 loss_corrupt=2.7131 wrong_frac=0.4945 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.1881 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=694.1576 out_g_norm=0.0123 loss_all=2.9308 init_gold_top10=0.5005 init_gold_top100=0.5088 +step=212500 micro_steps=212500 elapsed=33.3s lr=3.000000e-04 loss=2.7620 loss_recon=2.7620 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7620 wrong_frac=0.5017 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3764 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6748 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=694.3154 out_g_norm=0.0120 loss_all=2.3536 init_gold_top10=0.5600 init_gold_top100=0.5639 +step=212600 micro_steps=212600 elapsed=33.4s lr=3.000000e-04 loss=2.6560 loss_recon=2.6560 loss_meanflow=0.0000 mean_model_t=0.5079 mean_corrupt_t=0.5079 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6050 corrupt_frac=1.0000 acc_corrupt=0.6050 loss_corrupt=2.6560 wrong_frac=0.4919 init_acc_corrupt=0.4750 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6782 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8468 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.2093 out_w_norm=694.4739 out_g_norm=0.0121 loss_all=3.2359 init_gold_top10=0.4529 init_gold_top100=0.4596 +step=212700 micro_steps=212700 elapsed=33.3s lr=3.000000e-04 loss=2.7966 loss_recon=2.7966 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5872 corrupt_frac=1.0000 acc_corrupt=0.5872 loss_corrupt=2.7966 wrong_frac=0.5052 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1960 out_w_norm=694.6297 out_g_norm=0.0119 loss_all=3.6395 init_gold_top10=0.4161 init_gold_top100=0.4249 +step=212800 micro_steps=212800 elapsed=33.4s lr=3.000000e-04 loss=2.7718 loss_recon=2.7718 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5893 corrupt_frac=1.0000 acc_corrupt=0.5893 loss_corrupt=2.7718 wrong_frac=0.5028 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3855 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=694.7787 out_g_norm=0.0120 loss_all=2.5949 init_gold_top10=0.5259 init_gold_top100=0.5332 +step=212900 micro_steps=212900 elapsed=33.3s lr=3.000000e-04 loss=2.6875 loss_recon=2.6875 loss_meanflow=0.0000 mean_model_t=0.5057 mean_corrupt_t=0.5057 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6003 corrupt_frac=1.0000 acc_corrupt=0.6003 loss_corrupt=2.6875 wrong_frac=0.4949 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1078 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3812 corrupt_frac_t_0p2_0p4=0.2023 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=694.9357 out_g_norm=0.0119 loss_all=1.7639 init_gold_top10=0.6172 init_gold_top100=0.6197 +step=213000 micro_steps=213000 elapsed=33.2s lr=3.000000e-04 loss=2.7526 loss_recon=2.7526 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7526 wrong_frac=0.5017 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3940 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8475 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=695.0944 out_g_norm=0.0121 loss_all=2.6309 init_gold_top10=0.4907 init_gold_top100=0.4959 +step=213100 micro_steps=213100 elapsed=34.7s lr=3.000000e-04 loss=2.6397 loss_recon=2.6397 loss_meanflow=0.0000 mean_model_t=0.5116 mean_corrupt_t=0.5116 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6073 corrupt_frac=1.0000 acc_corrupt=0.6073 loss_corrupt=2.6397 wrong_frac=0.4885 init_acc_corrupt=0.4775 acc_corrupt_t_0p0_0p2=0.1113 corrupt_frac_t_0p0_0p2=0.1806 acc_corrupt_t_0p2_0p4=0.3911 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6667 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.2181 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=695.2558 out_g_norm=0.0121 loss_all=2.3108 init_gold_top10=0.5506 init_gold_top100=0.5543 +step=213200 micro_steps=213200 elapsed=33.4s lr=3.000000e-04 loss=2.7403 loss_recon=2.7403 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5954 corrupt_frac=1.0000 acc_corrupt=0.5954 loss_corrupt=2.7403 wrong_frac=0.4991 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.1973 acc_corrupt_t_0p2_0p4=0.3965 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6692 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=695.4151 out_g_norm=0.0120 loss_all=2.8429 init_gold_top10=0.4810 init_gold_top100=0.4883 +step=213300 micro_steps=213300 elapsed=33.4s lr=3.000000e-04 loss=2.6832 loss_recon=2.6832 loss_meanflow=0.0000 mean_model_t=0.5077 mean_corrupt_t=0.5077 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6022 corrupt_frac=1.0000 acc_corrupt=0.6022 loss_corrupt=2.6832 wrong_frac=0.4920 init_acc_corrupt=0.4744 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3827 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6734 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2209 acc_corrupt_t_0p8_1p0=0.9602 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=695.5657 out_g_norm=0.0124 loss_all=2.6991 init_gold_top10=0.5006 init_gold_top100=0.5063 +step=213400 micro_steps=213400 elapsed=33.9s lr=3.000000e-04 loss=2.7545 loss_recon=2.7545 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5930 corrupt_frac=1.0000 acc_corrupt=0.5930 loss_corrupt=2.7545 wrong_frac=0.4985 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=695.7088 out_g_norm=0.0120 loss_all=2.4996 init_gold_top10=0.5436 init_gold_top100=0.5494 +step=213500 micro_steps=213500 elapsed=34.2s lr=3.000000e-04 loss=2.7425 loss_recon=2.7425 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7425 wrong_frac=0.4996 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6730 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=695.8664 out_g_norm=0.0119 loss_all=2.6918 init_gold_top10=0.5116 init_gold_top100=0.5168 +step=213600 micro_steps=213600 elapsed=33.4s lr=3.000000e-04 loss=2.7057 loss_recon=2.7057 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6006 corrupt_frac=1.0000 acc_corrupt=0.6006 loss_corrupt=2.7057 wrong_frac=0.4945 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6754 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8483 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9613 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=696.0186 out_g_norm=0.0123 loss_all=1.9284 init_gold_top10=0.5985 init_gold_top100=0.6004 +step=213700 micro_steps=213700 elapsed=33.3s lr=3.000000e-04 loss=2.7362 loss_recon=2.7362 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5958 corrupt_frac=1.0000 acc_corrupt=0.5958 loss_corrupt=2.7362 wrong_frac=0.4987 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3973 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6743 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9602 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=696.1694 out_g_norm=0.0121 loss_all=2.3364 init_gold_top10=0.5306 init_gold_top100=0.5339 +step=213800 micro_steps=213800 elapsed=35.9s lr=3.000000e-04 loss=2.8015 loss_recon=2.8015 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5859 corrupt_frac=1.0000 acc_corrupt=0.5859 loss_corrupt=2.8015 wrong_frac=0.5051 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.2017 acc_corrupt_t_0p2_0p4=0.3871 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=696.3123 out_g_norm=0.0125 loss_all=2.6908 init_gold_top10=0.4880 init_gold_top100=0.4943 +step=213900 micro_steps=213900 elapsed=33.3s lr=3.000000e-04 loss=2.7670 loss_recon=2.7670 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7670 wrong_frac=0.5031 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3897 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=696.4767 out_g_norm=0.0120 loss_all=2.6535 init_gold_top10=0.5373 init_gold_top100=0.5427 +step=214000 micro_steps=214000 elapsed=35.1s lr=3.000000e-04 loss=2.6656 loss_recon=2.6656 loss_meanflow=0.0000 mean_model_t=0.5113 mean_corrupt_t=0.5113 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6045 corrupt_frac=1.0000 acc_corrupt=0.6045 loss_corrupt=2.6656 wrong_frac=0.4891 init_acc_corrupt=0.4778 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1967 acc_corrupt_t_0p2_0p4=0.3844 corrupt_frac_t_0p2_0p4=0.1859 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2125 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=696.6378 out_g_norm=0.0121 loss_all=2.9374 init_gold_top10=0.4272 init_gold_top100=0.4356 +step=214100 micro_steps=214100 elapsed=34.8s lr=3.000000e-04 loss=2.6829 loss_recon=2.6829 loss_meanflow=0.0000 mean_model_t=0.5078 mean_corrupt_t=0.5078 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6016 corrupt_frac=1.0000 acc_corrupt=0.6016 loss_corrupt=2.6829 wrong_frac=0.4923 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.1073 corrupt_frac_t_0p0_0p2=0.1970 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8496 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9602 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=696.8007 out_g_norm=0.0119 loss_all=2.3349 init_gold_top10=0.5393 init_gold_top100=0.5431 +step=214200 micro_steps=214200 elapsed=33.9s lr=3.000000e-04 loss=2.7202 loss_recon=2.7202 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5967 corrupt_frac=1.0000 acc_corrupt=0.5967 loss_corrupt=2.7202 wrong_frac=0.4976 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3892 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.2131 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9600 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=696.9507 out_g_norm=0.0119 loss_all=3.0388 init_gold_top10=0.4772 init_gold_top100=0.4839 +step=214300 micro_steps=214300 elapsed=33.3s lr=3.000000e-04 loss=2.7645 loss_recon=2.7645 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7645 wrong_frac=0.5008 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1077 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3906 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6635 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=697.1052 out_g_norm=0.0120 loss_all=2.1789 init_gold_top10=0.5774 init_gold_top100=0.5808 +step=214400 micro_steps=214400 elapsed=33.2s lr=3.000000e-04 loss=2.7174 loss_recon=2.7174 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5969 corrupt_frac=1.0000 acc_corrupt=0.5969 loss_corrupt=2.7174 wrong_frac=0.4981 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3832 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.2137 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=697.2644 out_g_norm=0.0119 loss_all=2.7159 init_gold_top10=0.4889 init_gold_top100=0.4947 +step=214500 micro_steps=214500 elapsed=33.1s lr=3.000000e-04 loss=2.8274 loss_recon=2.8274 loss_meanflow=0.0000 mean_model_t=0.4878 mean_corrupt_t=0.4878 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5824 corrupt_frac=1.0000 acc_corrupt=0.5824 loss_corrupt=2.8274 wrong_frac=0.5122 init_acc_corrupt=0.4519 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.2159 acc_corrupt_t_0p2_0p4=0.3969 corrupt_frac_t_0p2_0p4=0.2039 acc_corrupt_t_0p4_0p6=0.6745 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=697.4134 out_g_norm=0.0121 loss_all=3.2612 init_gold_top10=0.4320 init_gold_top100=0.4381 +step=214600 micro_steps=214600 elapsed=33.9s lr=3.000000e-04 loss=2.7985 loss_recon=2.7985 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.7985 wrong_frac=0.5034 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8484 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=697.5707 out_g_norm=0.0119 loss_all=2.7523 init_gold_top10=0.5184 init_gold_top100=0.5240 +step=214700 micro_steps=214700 elapsed=33.2s lr=3.000000e-04 loss=2.8305 loss_recon=2.8305 loss_meanflow=0.0000 mean_model_t=0.4920 mean_corrupt_t=0.4920 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5821 corrupt_frac=1.0000 acc_corrupt=0.5821 loss_corrupt=2.8305 wrong_frac=0.5082 init_acc_corrupt=0.4556 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.3926 corrupt_frac_t_0p2_0p4=0.2049 acc_corrupt_t_0p4_0p6=0.6644 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=697.7272 out_g_norm=0.0119 loss_all=3.0854 init_gold_top10=0.4359 init_gold_top100=0.4450 +step=214800 micro_steps=214800 elapsed=33.2s lr=3.000000e-04 loss=2.7229 loss_recon=2.7229 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5966 corrupt_frac=1.0000 acc_corrupt=0.5966 loss_corrupt=2.7229 wrong_frac=0.4986 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6732 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=697.8869 out_g_norm=0.0124 loss_all=2.0799 init_gold_top10=0.5804 init_gold_top100=0.5847 +step=214900 micro_steps=214900 elapsed=33.8s lr=3.000000e-04 loss=2.7299 loss_recon=2.7299 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5947 corrupt_frac=1.0000 acc_corrupt=0.5947 loss_corrupt=2.7299 wrong_frac=0.5001 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.1087 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3912 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2063 acc_corrupt_t_0p6_0p8=0.8491 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9603 corrupt_frac_t_0p8_1p0=0.1915 out_w_norm=698.0414 out_g_norm=0.0119 loss_all=2.9688 init_gold_top10=0.4923 init_gold_top100=0.5022 +step=215000 micro_steps=215000 elapsed=33.2s lr=3.000000e-04 loss=2.7948 loss_recon=2.7948 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5870 corrupt_frac=1.0000 acc_corrupt=0.5870 loss_corrupt=2.7948 wrong_frac=0.5046 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=698.1965 out_g_norm=0.0119 loss_all=3.0458 init_gold_top10=0.4646 init_gold_top100=0.4720 +step=215100 micro_steps=215100 elapsed=34.7s lr=3.000000e-04 loss=2.7230 loss_recon=2.7230 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5967 corrupt_frac=1.0000 acc_corrupt=0.5967 loss_corrupt=2.7230 wrong_frac=0.4955 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1075 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3901 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=698.3568 out_g_norm=0.0118 loss_all=2.9287 init_gold_top10=0.4584 init_gold_top100=0.4628 +step=215200 micro_steps=215200 elapsed=33.3s lr=3.000000e-04 loss=2.8379 loss_recon=2.8379 loss_meanflow=0.0000 mean_model_t=0.4907 mean_corrupt_t=0.4907 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5816 corrupt_frac=1.0000 acc_corrupt=0.5816 loss_corrupt=2.8379 wrong_frac=0.5090 init_acc_corrupt=0.4550 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2150 acc_corrupt_t_0p2_0p4=0.3924 corrupt_frac_t_0p2_0p4=0.2039 acc_corrupt_t_0p4_0p6=0.6634 corrupt_frac_t_0p4_0p6=0.1948 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=698.5113 out_g_norm=0.0121 loss_all=2.8568 init_gold_top10=0.4746 init_gold_top100=0.4811 +step=215300 micro_steps=215300 elapsed=33.3s lr=3.000000e-04 loss=2.7707 loss_recon=2.7707 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7707 wrong_frac=0.5001 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3883 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6720 corrupt_frac_t_0p4_0p6=0.1878 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=698.6718 out_g_norm=0.0119 loss_all=3.0007 init_gold_top10=0.4599 init_gold_top100=0.4662 +step=215400 micro_steps=215400 elapsed=33.3s lr=3.000000e-04 loss=2.7332 loss_recon=2.7332 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5951 corrupt_frac=1.0000 acc_corrupt=0.5951 loss_corrupt=2.7332 wrong_frac=0.4971 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3825 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2184 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=698.8363 out_g_norm=0.0119 loss_all=3.6502 init_gold_top10=0.3924 init_gold_top100=0.3996 +step=215500 micro_steps=215500 elapsed=33.4s lr=3.000000e-04 loss=2.7450 loss_recon=2.7450 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7450 wrong_frac=0.5006 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3883 corrupt_frac_t_0p2_0p4=0.2131 acc_corrupt_t_0p4_0p6=0.6715 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=698.9898 out_g_norm=0.0119 loss_all=2.5618 init_gold_top10=0.5178 init_gold_top100=0.5226 +step=215600 micro_steps=215600 elapsed=33.3s lr=3.000000e-04 loss=2.7739 loss_recon=2.7739 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7739 wrong_frac=0.5006 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3757 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=699.1438 out_g_norm=0.0119 loss_all=2.7110 init_gold_top10=0.4995 init_gold_top100=0.5046 +step=215700 micro_steps=215700 elapsed=33.3s lr=3.000000e-04 loss=2.6811 loss_recon=2.6811 loss_meanflow=0.0000 mean_model_t=0.5076 mean_corrupt_t=0.5076 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6012 corrupt_frac=1.0000 acc_corrupt=0.6012 loss_corrupt=2.6811 wrong_frac=0.4923 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.1082 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6685 corrupt_frac_t_0p4_0p6=0.2153 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=699.2959 out_g_norm=0.0121 loss_all=2.3321 init_gold_top10=0.5475 init_gold_top100=0.5511 +step=215800 micro_steps=215800 elapsed=33.4s lr=3.000000e-04 loss=2.7621 loss_recon=2.7621 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7621 wrong_frac=0.5017 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.1989 acc_corrupt_t_0p2_0p4=0.3831 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6721 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=699.4557 out_g_norm=0.0117 loss_all=3.0014 init_gold_top10=0.4719 init_gold_top100=0.4786 +step=215900 micro_steps=215900 elapsed=33.4s lr=3.000000e-04 loss=2.7521 loss_recon=2.7521 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5926 corrupt_frac=1.0000 acc_corrupt=0.5926 loss_corrupt=2.7521 wrong_frac=0.5005 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3878 corrupt_frac_t_0p2_0p4=0.1992 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=699.6134 out_g_norm=0.0121 loss_all=2.9508 init_gold_top10=0.4508 init_gold_top100=0.4576 +step=216000 micro_steps=216000 elapsed=33.5s lr=3.000000e-04 loss=2.7626 loss_recon=2.7626 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7626 wrong_frac=0.5048 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3939 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6746 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=699.7717 out_g_norm=0.0118 loss_all=3.9799 init_gold_top10=0.3554 init_gold_top100=0.3633 +step=216100 micro_steps=216100 elapsed=34.7s lr=3.000000e-04 loss=2.7896 loss_recon=2.7896 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5887 corrupt_frac=1.0000 acc_corrupt=0.5887 loss_corrupt=2.7896 wrong_frac=0.5033 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.2116 acc_corrupt_t_0p2_0p4=0.3936 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=699.9207 out_g_norm=0.0120 loss_all=1.8927 init_gold_top10=0.5917 init_gold_top100=0.5955 +step=216200 micro_steps=216200 elapsed=33.3s lr=3.000000e-04 loss=2.7599 loss_recon=2.7599 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7599 wrong_frac=0.5022 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3848 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=700.0760 out_g_norm=0.0121 loss_all=2.6982 init_gold_top10=0.5158 init_gold_top100=0.5214 +step=216300 micro_steps=216300 elapsed=33.3s lr=3.000000e-04 loss=2.8180 loss_recon=2.8180 loss_meanflow=0.0000 mean_model_t=0.4923 mean_corrupt_t=0.4923 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5838 corrupt_frac=1.0000 acc_corrupt=0.5838 loss_corrupt=2.8180 wrong_frac=0.5078 init_acc_corrupt=0.4561 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.2099 acc_corrupt_t_0p4_0p6=0.6657 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.1872 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=700.2359 out_g_norm=0.0119 loss_all=2.6105 init_gold_top10=0.5233 init_gold_top100=0.5288 +step=216400 micro_steps=216400 elapsed=33.2s lr=3.000000e-04 loss=2.7468 loss_recon=2.7468 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7468 wrong_frac=0.5010 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2131 acc_corrupt_t_0p4_0p6=0.6774 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=700.3887 out_g_norm=0.0121 loss_all=2.7957 init_gold_top10=0.4911 init_gold_top100=0.4967 +step=216500 micro_steps=216500 elapsed=33.2s lr=3.000000e-04 loss=2.8129 loss_recon=2.8129 loss_meanflow=0.0000 mean_model_t=0.4928 mean_corrupt_t=0.4928 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5847 corrupt_frac=1.0000 acc_corrupt=0.5847 loss_corrupt=2.8129 wrong_frac=0.5071 init_acc_corrupt=0.4581 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.2128 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6664 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.2049 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=700.5388 out_g_norm=0.0120 loss_all=2.8378 init_gold_top10=0.4757 init_gold_top100=0.4803 +step=216600 micro_steps=216600 elapsed=33.2s lr=3.000000e-04 loss=2.8192 loss_recon=2.8192 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5848 corrupt_frac=1.0000 acc_corrupt=0.5848 loss_corrupt=2.8192 wrong_frac=0.5052 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.1003 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.1929 acc_corrupt_t_0p8_1p0=0.9602 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=700.6977 out_g_norm=0.0121 loss_all=2.8817 init_gold_top10=0.4969 init_gold_top100=0.5050 +step=216700 micro_steps=216700 elapsed=33.3s lr=3.000000e-04 loss=2.7549 loss_recon=2.7549 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7549 wrong_frac=0.5004 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.1989 acc_corrupt_t_0p2_0p4=0.3849 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.2011 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.2049 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=700.8535 out_g_norm=0.0120 loss_all=3.1912 init_gold_top10=0.4591 init_gold_top100=0.4658 +step=216800 micro_steps=216800 elapsed=33.3s lr=3.000000e-04 loss=2.7565 loss_recon=2.7565 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5929 corrupt_frac=1.0000 acc_corrupt=0.5929 loss_corrupt=2.7565 wrong_frac=0.4988 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3793 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6762 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=701.0090 out_g_norm=0.0120 loss_all=2.8746 init_gold_top10=0.4937 init_gold_top100=0.5002 +step=216900 micro_steps=216900 elapsed=33.3s lr=3.000000e-04 loss=2.7126 loss_recon=2.7126 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5963 corrupt_frac=1.0000 acc_corrupt=0.5963 loss_corrupt=2.7126 wrong_frac=0.4990 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.1862 acc_corrupt_t_0p2_0p4=0.3813 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.2131 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=701.1692 out_g_norm=0.0120 loss_all=3.3037 init_gold_top10=0.4349 init_gold_top100=0.4442 +step=217000 micro_steps=217000 elapsed=33.3s lr=3.000000e-04 loss=2.8496 loss_recon=2.8496 loss_meanflow=0.0000 mean_model_t=0.4862 mean_corrupt_t=0.4862 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5801 corrupt_frac=1.0000 acc_corrupt=0.5801 loss_corrupt=2.8496 wrong_frac=0.5133 init_acc_corrupt=0.4504 acc_corrupt_t_0p0_0p2=0.1013 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3855 corrupt_frac_t_0p2_0p4=0.2128 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1872 out_w_norm=701.3239 out_g_norm=0.0118 loss_all=3.0268 init_gold_top10=0.4598 init_gold_top100=0.4658 +step=217100 micro_steps=217100 elapsed=34.7s lr=3.000000e-04 loss=2.7718 loss_recon=2.7718 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7718 wrong_frac=0.5006 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.1068 corrupt_frac_t_0p0_0p2=0.2119 acc_corrupt_t_0p2_0p4=0.3870 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6727 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=701.4679 out_g_norm=0.0119 loss_all=2.4979 init_gold_top10=0.5249 init_gold_top100=0.5315 +step=217200 micro_steps=217200 elapsed=33.3s lr=3.000000e-04 loss=2.7414 loss_recon=2.7414 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5935 corrupt_frac=1.0000 acc_corrupt=0.5935 loss_corrupt=2.7414 wrong_frac=0.4987 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.1878 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=701.6250 out_g_norm=0.0118 loss_all=3.3234 init_gold_top10=0.4140 init_gold_top100=0.4201 +step=217300 micro_steps=217300 elapsed=33.2s lr=3.000000e-04 loss=2.7754 loss_recon=2.7754 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7754 wrong_frac=0.5021 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3902 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=701.7767 out_g_norm=0.0123 loss_all=1.9226 init_gold_top10=0.6090 init_gold_top100=0.6116 +step=217400 micro_steps=217400 elapsed=33.2s lr=3.000000e-04 loss=2.8762 loss_recon=2.8762 loss_meanflow=0.0000 mean_model_t=0.4839 mean_corrupt_t=0.4839 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5772 corrupt_frac=1.0000 acc_corrupt=0.5772 loss_corrupt=2.8762 wrong_frac=0.5158 init_acc_corrupt=0.4485 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.2200 acc_corrupt_t_0p2_0p4=0.3922 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6757 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.1888 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1878 out_w_norm=701.9289 out_g_norm=0.0118 loss_all=3.4925 init_gold_top10=0.4363 init_gold_top100=0.4468 +step=217500 micro_steps=217500 elapsed=33.2s lr=3.000000e-04 loss=2.7126 loss_recon=2.7126 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5984 corrupt_frac=1.0000 acc_corrupt=0.5984 loss_corrupt=2.7126 wrong_frac=0.4966 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3928 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6738 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8483 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9620 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=702.0829 out_g_norm=0.0120 loss_all=2.7649 init_gold_top10=0.4932 init_gold_top100=0.4990 +step=217600 micro_steps=217600 elapsed=33.1s lr=3.000000e-04 loss=2.7912 loss_recon=2.7912 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.7912 wrong_frac=0.5082 init_acc_corrupt=0.4571 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3915 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6708 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=702.2336 out_g_norm=0.0121 loss_all=2.4066 init_gold_top10=0.5046 init_gold_top100=0.5102 +step=217700 micro_steps=217700 elapsed=33.4s lr=3.000000e-04 loss=2.7029 loss_recon=2.7029 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5985 corrupt_frac=1.0000 acc_corrupt=0.5985 loss_corrupt=2.7029 wrong_frac=0.4980 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.4011 corrupt_frac_t_0p2_0p4=0.1844 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=702.3949 out_g_norm=0.0119 loss_all=2.4441 init_gold_top10=0.5280 init_gold_top100=0.5311 +step=217800 micro_steps=217800 elapsed=33.4s lr=3.000000e-04 loss=2.7117 loss_recon=2.7117 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5974 corrupt_frac=1.0000 acc_corrupt=0.5974 loss_corrupt=2.7117 wrong_frac=0.4974 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.2020 acc_corrupt_t_0p4_0p6=0.6734 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=702.5533 out_g_norm=0.0121 loss_all=2.6164 init_gold_top10=0.5085 init_gold_top100=0.5136 +step=217900 micro_steps=217900 elapsed=33.4s lr=3.000000e-04 loss=2.8278 loss_recon=2.8278 loss_meanflow=0.0000 mean_model_t=0.4935 mean_corrupt_t=0.4935 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5840 corrupt_frac=1.0000 acc_corrupt=0.5840 loss_corrupt=2.8278 wrong_frac=0.5066 init_acc_corrupt=0.4570 acc_corrupt_t_0p0_0p2=0.1073 corrupt_frac_t_0p0_0p2=0.2083 acc_corrupt_t_0p2_0p4=0.3824 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6640 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=702.7188 out_g_norm=0.0119 loss_all=2.8475 init_gold_top10=0.4720 init_gold_top100=0.4795 +step=218000 micro_steps=218000 elapsed=33.2s lr=3.000000e-04 loss=2.8130 loss_recon=2.8130 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5857 corrupt_frac=1.0000 acc_corrupt=0.5857 loss_corrupt=2.8130 wrong_frac=0.5038 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3739 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8488 corrupt_frac_t_0p6_0p8=0.1910 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=702.8763 out_g_norm=0.0120 loss_all=3.2875 init_gold_top10=0.4636 init_gold_top100=0.4704 +step=218100 micro_steps=218100 elapsed=34.5s lr=3.000000e-04 loss=2.7144 loss_recon=2.7144 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5979 corrupt_frac=1.0000 acc_corrupt=0.5979 loss_corrupt=2.7144 wrong_frac=0.4949 init_acc_corrupt=0.4711 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3994 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=703.0365 out_g_norm=0.0119 loss_all=2.9162 init_gold_top10=0.4910 init_gold_top100=0.4975 +step=218200 micro_steps=218200 elapsed=33.1s lr=3.000000e-04 loss=2.7369 loss_recon=2.7369 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5951 corrupt_frac=1.0000 acc_corrupt=0.5951 loss_corrupt=2.7369 wrong_frac=0.4987 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3984 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=703.1904 out_g_norm=0.0119 loss_all=2.8234 init_gold_top10=0.4710 init_gold_top100=0.4755 +step=218300 micro_steps=218300 elapsed=33.3s lr=3.000000e-04 loss=2.6988 loss_recon=2.6988 loss_meanflow=0.0000 mean_model_t=0.5072 mean_corrupt_t=0.5072 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5995 corrupt_frac=1.0000 acc_corrupt=0.5995 loss_corrupt=2.6988 wrong_frac=0.4932 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6613 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=703.3395 out_g_norm=0.0120 loss_all=2.3076 init_gold_top10=0.5459 init_gold_top100=0.5490 +step=218400 micro_steps=218400 elapsed=33.2s lr=3.000000e-04 loss=2.7101 loss_recon=2.7101 loss_meanflow=0.0000 mean_model_t=0.5075 mean_corrupt_t=0.5075 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5997 corrupt_frac=1.0000 acc_corrupt=0.5997 loss_corrupt=2.7101 wrong_frac=0.4925 init_acc_corrupt=0.4742 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3962 corrupt_frac_t_0p2_0p4=0.1856 acc_corrupt_t_0p4_0p6=0.6676 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2109 out_w_norm=703.4924 out_g_norm=0.0118 loss_all=2.9569 init_gold_top10=0.4568 init_gold_top100=0.4621 +step=218500 micro_steps=218500 elapsed=33.1s lr=3.000000e-04 loss=2.7812 loss_recon=2.7812 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7812 wrong_frac=0.5018 init_acc_corrupt=0.4624 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=703.6391 out_g_norm=0.0119 loss_all=2.2512 init_gold_top10=0.5431 init_gold_top100=0.5482 +step=218600 micro_steps=218600 elapsed=33.1s lr=3.000000e-04 loss=2.7795 loss_recon=2.7795 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5895 corrupt_frac=1.0000 acc_corrupt=0.5895 loss_corrupt=2.7795 wrong_frac=0.5044 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3986 corrupt_frac_t_0p2_0p4=0.2153 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1847 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.2036 out_w_norm=703.7969 out_g_norm=0.0119 loss_all=2.4250 init_gold_top10=0.5158 init_gold_top100=0.5205 +step=218700 micro_steps=218700 elapsed=33.1s lr=3.000000e-04 loss=2.7534 loss_recon=2.7534 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5930 corrupt_frac=1.0000 acc_corrupt=0.5930 loss_corrupt=2.7534 wrong_frac=0.5020 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3937 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=703.9465 out_g_norm=0.0120 loss_all=2.9808 init_gold_top10=0.4557 init_gold_top100=0.4622 +step=218800 micro_steps=218800 elapsed=33.2s lr=3.000000e-04 loss=2.7004 loss_recon=2.7004 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5988 corrupt_frac=1.0000 acc_corrupt=0.5988 loss_corrupt=2.7004 wrong_frac=0.4969 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3877 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6725 corrupt_frac_t_0p4_0p6=0.2137 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=704.1071 out_g_norm=0.0121 loss_all=3.2526 init_gold_top10=0.4442 init_gold_top100=0.4495 +step=218900 micro_steps=218900 elapsed=33.1s lr=3.000000e-04 loss=2.7442 loss_recon=2.7442 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7442 wrong_frac=0.4966 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.1083 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3942 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.1816 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=704.2624 out_g_norm=0.0119 loss_all=2.8888 init_gold_top10=0.5019 init_gold_top100=0.5080 +step=219000 micro_steps=219000 elapsed=33.3s lr=3.000000e-04 loss=2.7212 loss_recon=2.7212 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5959 corrupt_frac=1.0000 acc_corrupt=0.5959 loss_corrupt=2.7212 wrong_frac=0.4973 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.1085 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3843 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.1853 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2143 out_w_norm=704.4189 out_g_norm=0.0118 loss_all=3.0371 init_gold_top10=0.4647 init_gold_top100=0.4714 +step=219100 micro_steps=219100 elapsed=34.5s lr=3.000000e-04 loss=2.7770 loss_recon=2.7770 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7770 wrong_frac=0.5029 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3825 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=704.5714 out_g_norm=0.0123 loss_all=2.6837 init_gold_top10=0.4972 init_gold_top100=0.5013 +step=219200 micro_steps=219200 elapsed=33.1s lr=3.000000e-04 loss=2.7369 loss_recon=2.7369 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7369 wrong_frac=0.4976 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3883 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6756 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.1884 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=704.7280 out_g_norm=0.0118 loss_all=3.3453 init_gold_top10=0.4168 init_gold_top100=0.4247 +step=219300 micro_steps=219300 elapsed=33.4s lr=3.000000e-04 loss=2.7201 loss_recon=2.7201 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5967 corrupt_frac=1.0000 acc_corrupt=0.5967 loss_corrupt=2.7201 wrong_frac=0.4959 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=704.8745 out_g_norm=0.0118 loss_all=2.4266 init_gold_top10=0.5063 init_gold_top100=0.5118 +step=219400 micro_steps=219400 elapsed=33.2s lr=3.000000e-04 loss=2.7487 loss_recon=2.7487 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7487 wrong_frac=0.5038 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3948 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.2144 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=705.0234 out_g_norm=0.0118 loss_all=2.8134 init_gold_top10=0.4875 init_gold_top100=0.4923 +step=219500 micro_steps=219500 elapsed=33.2s lr=3.000000e-04 loss=2.7018 loss_recon=2.7018 loss_meanflow=0.0000 mean_model_t=0.5057 mean_corrupt_t=0.5057 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5988 corrupt_frac=1.0000 acc_corrupt=0.5988 loss_corrupt=2.7018 wrong_frac=0.4945 init_acc_corrupt=0.4721 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1907 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=705.1797 out_g_norm=0.0118 loss_all=3.3427 init_gold_top10=0.4530 init_gold_top100=0.4598 +step=219600 micro_steps=219600 elapsed=33.3s lr=3.000000e-04 loss=2.6358 loss_recon=2.6358 loss_meanflow=0.0000 mean_model_t=0.5114 mean_corrupt_t=0.5114 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6075 corrupt_frac=1.0000 acc_corrupt=0.6075 loss_corrupt=2.6358 wrong_frac=0.4891 init_acc_corrupt=0.4785 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.1856 acc_corrupt_t_0p2_0p4=0.3955 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6734 corrupt_frac_t_0p4_0p6=0.2244 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1888 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2122 out_w_norm=705.3369 out_g_norm=0.0120 loss_all=2.5746 init_gold_top10=0.5018 init_gold_top100=0.5067 +step=219700 micro_steps=219700 elapsed=33.4s lr=3.000000e-04 loss=2.7789 loss_recon=2.7789 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7789 wrong_frac=0.5034 init_acc_corrupt=0.4605 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3788 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6745 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=705.4975 out_g_norm=0.0119 loss_all=2.0194 init_gold_top10=0.5803 init_gold_top100=0.5850 +step=219800 micro_steps=219800 elapsed=33.3s lr=3.000000e-04 loss=2.7182 loss_recon=2.7182 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5952 corrupt_frac=1.0000 acc_corrupt=0.5952 loss_corrupt=2.7182 wrong_frac=0.5021 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1079 corrupt_frac_t_0p0_0p2=0.1847 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.2188 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1856 out_w_norm=705.6603 out_g_norm=0.0118 loss_all=2.6675 init_gold_top10=0.4927 init_gold_top100=0.4977 +step=219900 micro_steps=219900 elapsed=33.3s lr=3.000000e-04 loss=2.7738 loss_recon=2.7738 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5894 corrupt_frac=1.0000 acc_corrupt=0.5894 loss_corrupt=2.7738 wrong_frac=0.5063 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.1128 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3831 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6759 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=705.8140 out_g_norm=0.0119 loss_all=2.3079 init_gold_top10=0.5392 init_gold_top100=0.5435 +step=220000 micro_steps=220000 elapsed=33.3s lr=3.000000e-04 loss=2.7147 loss_recon=2.7147 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5969 corrupt_frac=1.0000 acc_corrupt=0.5969 loss_corrupt=2.7147 wrong_frac=0.4970 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1068 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3924 corrupt_frac_t_0p2_0p4=0.2033 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.2099 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=705.9651 out_g_norm=0.0119 loss_all=2.7801 init_gold_top10=0.4743 init_gold_top100=0.4798 +step=220100 micro_steps=220100 elapsed=49.2s lr=3.000000e-04 loss=2.7553 loss_recon=2.7553 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5933 corrupt_frac=1.0000 acc_corrupt=0.5933 loss_corrupt=2.7553 wrong_frac=0.4979 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3913 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=706.1117 out_g_norm=0.0121 loss_all=2.4625 init_gold_top10=0.4901 init_gold_top100=0.4933 +step=220200 micro_steps=220200 elapsed=53.2s lr=3.000000e-04 loss=2.6903 loss_recon=2.6903 loss_meanflow=0.0000 mean_model_t=0.5069 mean_corrupt_t=0.5069 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6004 corrupt_frac=1.0000 acc_corrupt=0.6004 loss_corrupt=2.6903 wrong_frac=0.4925 init_acc_corrupt=0.4740 acc_corrupt_t_0p0_0p2=0.1069 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3962 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=706.2693 out_g_norm=0.0119 loss_all=2.1926 init_gold_top10=0.5754 init_gold_top100=0.5784 +step=220300 micro_steps=220300 elapsed=53.2s lr=3.000000e-04 loss=2.7752 loss_recon=2.7752 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7752 wrong_frac=0.5006 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3893 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=706.4233 out_g_norm=0.0119 loss_all=2.4533 init_gold_top10=0.5343 init_gold_top100=0.5391 +step=220400 micro_steps=220400 elapsed=53.1s lr=3.000000e-04 loss=2.7636 loss_recon=2.7636 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7636 wrong_frac=0.4987 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3790 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8495 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=706.5591 out_g_norm=0.0119 loss_all=2.8788 init_gold_top10=0.4798 init_gold_top100=0.4873 +step=220500 micro_steps=220500 elapsed=53.1s lr=3.000000e-04 loss=2.7620 loss_recon=2.7620 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5921 corrupt_frac=1.0000 acc_corrupt=0.5921 loss_corrupt=2.7620 wrong_frac=0.4996 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=706.7131 out_g_norm=0.0119 loss_all=2.9427 init_gold_top10=0.4880 init_gold_top100=0.4939 +step=220600 micro_steps=220600 elapsed=52.8s lr=3.000000e-04 loss=2.8767 loss_recon=2.8767 loss_meanflow=0.0000 mean_model_t=0.4834 mean_corrupt_t=0.4834 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5771 corrupt_frac=1.0000 acc_corrupt=0.5771 loss_corrupt=2.8767 wrong_frac=0.5167 init_acc_corrupt=0.4472 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2213 acc_corrupt_t_0p2_0p4=0.3892 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1840 out_w_norm=706.8678 out_g_norm=0.0118 loss_all=3.0392 init_gold_top10=0.4544 init_gold_top100=0.4593 +step=220700 micro_steps=220700 elapsed=52.9s lr=3.000000e-04 loss=2.7050 loss_recon=2.7050 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5985 corrupt_frac=1.0000 acc_corrupt=0.5985 loss_corrupt=2.7050 wrong_frac=0.4964 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=707.0200 out_g_norm=0.0118 loss_all=2.5507 init_gold_top10=0.5171 init_gold_top100=0.5218 +step=220800 micro_steps=220800 elapsed=52.6s lr=3.000000e-04 loss=2.6794 loss_recon=2.6794 loss_meanflow=0.0000 mean_model_t=0.5105 mean_corrupt_t=0.5105 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6039 corrupt_frac=1.0000 acc_corrupt=0.6039 loss_corrupt=2.6794 wrong_frac=0.4899 init_acc_corrupt=0.4766 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3971 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6730 corrupt_frac_t_0p4_0p6=0.1812 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.2150 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=707.1788 out_g_norm=0.0119 loss_all=3.7223 init_gold_top10=0.3828 init_gold_top100=0.3929 +step=220900 micro_steps=220900 elapsed=33.3s lr=3.000000e-04 loss=2.7152 loss_recon=2.7152 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5979 corrupt_frac=1.0000 acc_corrupt=0.5979 loss_corrupt=2.7152 wrong_frac=0.4958 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3943 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.1998 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=707.3302 out_g_norm=0.0119 loss_all=3.0728 init_gold_top10=0.4529 init_gold_top100=0.4577 +step=221000 micro_steps=221000 elapsed=33.2s lr=3.000000e-04 loss=2.7336 loss_recon=2.7336 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5964 corrupt_frac=1.0000 acc_corrupt=0.5964 loss_corrupt=2.7336 wrong_frac=0.4971 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2027 acc_corrupt_t_0p2_0p4=0.3912 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=707.4872 out_g_norm=0.0118 loss_all=2.5982 init_gold_top10=0.5107 init_gold_top100=0.5144 +step=221100 micro_steps=221100 elapsed=34.5s lr=3.000000e-04 loss=2.7418 loss_recon=2.7418 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7418 wrong_frac=0.4994 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3943 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6708 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=707.6420 out_g_norm=0.0117 loss_all=2.6757 init_gold_top10=0.5338 init_gold_top100=0.5417 +step=221200 micro_steps=221200 elapsed=33.2s lr=3.000000e-04 loss=2.7644 loss_recon=2.7644 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7644 wrong_frac=0.5003 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3913 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=707.7850 out_g_norm=0.0122 loss_all=2.8751 init_gold_top10=0.4717 init_gold_top100=0.4771 +step=221300 micro_steps=221300 elapsed=33.1s lr=3.000000e-04 loss=2.7575 loss_recon=2.7575 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5924 corrupt_frac=1.0000 acc_corrupt=0.5924 loss_corrupt=2.7575 wrong_frac=0.4981 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3872 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6644 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9606 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=707.9341 out_g_norm=0.0120 loss_all=2.4150 init_gold_top10=0.5092 init_gold_top100=0.5125 +step=221400 micro_steps=221400 elapsed=33.2s lr=3.000000e-04 loss=2.6981 loss_recon=2.6981 loss_meanflow=0.0000 mean_model_t=0.5064 mean_corrupt_t=0.5064 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5999 corrupt_frac=1.0000 acc_corrupt=0.5999 loss_corrupt=2.6981 wrong_frac=0.4937 init_acc_corrupt=0.4735 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.3928 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2014 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=708.0887 out_g_norm=0.0119 loss_all=2.7628 init_gold_top10=0.5059 init_gold_top100=0.5133 +step=221500 micro_steps=221500 elapsed=33.1s lr=3.000000e-04 loss=2.7478 loss_recon=2.7478 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5931 corrupt_frac=1.0000 acc_corrupt=0.5931 loss_corrupt=2.7478 wrong_frac=0.5006 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=708.2503 out_g_norm=0.0116 loss_all=2.3928 init_gold_top10=0.5268 init_gold_top100=0.5317 +step=221600 micro_steps=221600 elapsed=33.0s lr=3.000000e-04 loss=2.8431 loss_recon=2.8431 loss_meanflow=0.0000 mean_model_t=0.4903 mean_corrupt_t=0.4903 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5813 corrupt_frac=1.0000 acc_corrupt=0.5813 loss_corrupt=2.8431 wrong_frac=0.5096 init_acc_corrupt=0.4547 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3807 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=708.4085 out_g_norm=0.0119 loss_all=2.8759 init_gold_top10=0.4751 init_gold_top100=0.4805 +step=221700 micro_steps=221700 elapsed=33.1s lr=3.000000e-04 loss=2.7173 loss_recon=2.7173 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5982 corrupt_frac=1.0000 acc_corrupt=0.5982 loss_corrupt=2.7173 wrong_frac=0.4964 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3952 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6657 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.2159 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=708.5638 out_g_norm=0.0119 loss_all=2.8057 init_gold_top10=0.4824 init_gold_top100=0.4878 +step=221800 micro_steps=221800 elapsed=33.2s lr=3.000000e-04 loss=2.7660 loss_recon=2.7660 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5912 corrupt_frac=1.0000 acc_corrupt=0.5912 loss_corrupt=2.7660 wrong_frac=0.5026 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1129 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=708.7150 out_g_norm=0.0117 loss_all=2.6906 init_gold_top10=0.4686 init_gold_top100=0.4736 +step=221900 micro_steps=221900 elapsed=33.3s lr=3.000000e-04 loss=2.7729 loss_recon=2.7729 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5895 corrupt_frac=1.0000 acc_corrupt=0.5895 loss_corrupt=2.7729 wrong_frac=0.5042 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3842 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=708.8679 out_g_norm=0.0117 loss_all=2.5146 init_gold_top10=0.5343 init_gold_top100=0.5388 +step=222000 micro_steps=222000 elapsed=33.4s lr=3.000000e-04 loss=2.7830 loss_recon=2.7830 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.7830 wrong_frac=0.5032 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.1104 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3887 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6724 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2128 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=709.0114 out_g_norm=0.0118 loss_all=2.1196 init_gold_top10=0.5638 init_gold_top100=0.5673 +step=222100 micro_steps=222100 elapsed=34.8s lr=3.000000e-04 loss=2.7518 loss_recon=2.7518 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7518 wrong_frac=0.4999 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3832 corrupt_frac_t_0p2_0p4=0.2061 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=709.1668 out_g_norm=0.0119 loss_all=2.7872 init_gold_top10=0.4742 init_gold_top100=0.4788 +step=222200 micro_steps=222200 elapsed=33.3s lr=3.000000e-04 loss=2.7363 loss_recon=2.7363 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5963 corrupt_frac=1.0000 acc_corrupt=0.5963 loss_corrupt=2.7363 wrong_frac=0.4956 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3950 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2077 out_w_norm=709.3202 out_g_norm=0.0118 loss_all=3.1885 init_gold_top10=0.4317 init_gold_top100=0.4380 +step=222300 micro_steps=222300 elapsed=33.2s lr=3.000000e-04 loss=2.7276 loss_recon=2.7276 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5964 corrupt_frac=1.0000 acc_corrupt=0.5964 loss_corrupt=2.7276 wrong_frac=0.4975 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1078 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3897 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=709.4769 out_g_norm=0.0120 loss_all=3.2304 init_gold_top10=0.4548 init_gold_top100=0.4614 +step=222400 micro_steps=222400 elapsed=33.3s lr=3.000000e-04 loss=2.7176 loss_recon=2.7176 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5981 corrupt_frac=1.0000 acc_corrupt=0.5981 loss_corrupt=2.7176 wrong_frac=0.4959 init_acc_corrupt=0.4710 acc_corrupt_t_0p0_0p2=0.0992 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=709.6281 out_g_norm=0.0118 loss_all=2.4666 init_gold_top10=0.5151 init_gold_top100=0.5197 +step=222500 micro_steps=222500 elapsed=33.3s lr=3.000000e-04 loss=2.7660 loss_recon=2.7660 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7660 wrong_frac=0.5024 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3811 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=709.7880 out_g_norm=0.0118 loss_all=3.4438 init_gold_top10=0.4166 init_gold_top100=0.4237 +step=222600 micro_steps=222600 elapsed=33.3s lr=3.000000e-04 loss=2.8481 loss_recon=2.8481 loss_meanflow=0.0000 mean_model_t=0.4882 mean_corrupt_t=0.4882 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5801 corrupt_frac=1.0000 acc_corrupt=0.5801 loss_corrupt=2.8481 wrong_frac=0.5121 init_acc_corrupt=0.4517 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3887 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1862 out_w_norm=709.9439 out_g_norm=0.0119 loss_all=2.3922 init_gold_top10=0.5439 init_gold_top100=0.5496 +step=222700 micro_steps=222700 elapsed=33.3s lr=3.000000e-04 loss=2.7842 loss_recon=2.7842 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5896 corrupt_frac=1.0000 acc_corrupt=0.5896 loss_corrupt=2.7842 wrong_frac=0.5019 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3857 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6649 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.2125 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=710.0936 out_g_norm=0.0117 loss_all=2.4783 init_gold_top10=0.5164 init_gold_top100=0.5222 +step=222800 micro_steps=222800 elapsed=33.2s lr=3.000000e-04 loss=2.6632 loss_recon=2.6632 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6030 corrupt_frac=1.0000 acc_corrupt=0.6030 loss_corrupt=2.6632 wrong_frac=0.4935 init_acc_corrupt=0.4723 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.1834 acc_corrupt_t_0p2_0p4=0.3938 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=710.2478 out_g_norm=0.0117 loss_all=2.6468 init_gold_top10=0.4898 init_gold_top100=0.4961 +step=222900 micro_steps=222900 elapsed=33.3s lr=3.000000e-04 loss=2.7210 loss_recon=2.7210 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5985 corrupt_frac=1.0000 acc_corrupt=0.5985 loss_corrupt=2.7210 wrong_frac=0.4960 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3923 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6776 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=710.4028 out_g_norm=0.0116 loss_all=2.2704 init_gold_top10=0.5519 init_gold_top100=0.5564 +step=223000 micro_steps=223000 elapsed=33.3s lr=3.000000e-04 loss=2.7362 loss_recon=2.7362 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7362 wrong_frac=0.4997 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3939 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8494 corrupt_frac_t_0p6_0p8=0.1999 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=710.5552 out_g_norm=0.0116 loss_all=2.6863 init_gold_top10=0.4745 init_gold_top100=0.4811 +step=223100 micro_steps=223100 elapsed=34.9s lr=3.000000e-04 loss=2.7964 loss_recon=2.7964 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5880 corrupt_frac=1.0000 acc_corrupt=0.5880 loss_corrupt=2.7964 wrong_frac=0.5033 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1084 corrupt_frac_t_0p0_0p2=0.2159 acc_corrupt_t_0p2_0p4=0.3940 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6730 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=710.7066 out_g_norm=0.0119 loss_all=3.0328 init_gold_top10=0.4718 init_gold_top100=0.4799 +step=223200 micro_steps=223200 elapsed=33.5s lr=3.000000e-04 loss=2.7398 loss_recon=2.7398 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5948 corrupt_frac=1.0000 acc_corrupt=0.5948 loss_corrupt=2.7398 wrong_frac=0.4986 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1069 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3976 corrupt_frac_t_0p2_0p4=0.2042 acc_corrupt_t_0p4_0p6=0.6753 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=710.8437 out_g_norm=0.0117 loss_all=2.6585 init_gold_top10=0.5162 init_gold_top100=0.5233 +step=223300 micro_steps=223300 elapsed=33.4s lr=3.000000e-04 loss=2.7820 loss_recon=2.7820 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7820 wrong_frac=0.5017 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.0975 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6752 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=710.9949 out_g_norm=0.0117 loss_all=3.3559 init_gold_top10=0.4207 init_gold_top100=0.4280 +step=223400 micro_steps=223400 elapsed=33.4s lr=3.000000e-04 loss=2.7641 loss_recon=2.7641 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5926 corrupt_frac=1.0000 acc_corrupt=0.5926 loss_corrupt=2.7641 wrong_frac=0.5023 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2004 out_w_norm=711.1567 out_g_norm=0.0116 loss_all=2.9650 init_gold_top10=0.4547 init_gold_top100=0.4617 +step=223500 micro_steps=223500 elapsed=33.3s lr=3.000000e-04 loss=2.8905 loss_recon=2.8905 loss_meanflow=0.0000 mean_model_t=0.4875 mean_corrupt_t=0.4875 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5765 corrupt_frac=1.0000 acc_corrupt=0.5765 loss_corrupt=2.8905 wrong_frac=0.5124 init_acc_corrupt=0.4505 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2228 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6708 corrupt_frac_t_0p4_0p6=0.1822 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=711.3126 out_g_norm=0.0118 loss_all=2.5186 init_gold_top10=0.5002 init_gold_top100=0.5046 +step=223600 micro_steps=223600 elapsed=33.5s lr=3.000000e-04 loss=2.7692 loss_recon=2.7692 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5919 corrupt_frac=1.0000 acc_corrupt=0.5919 loss_corrupt=2.7692 wrong_frac=0.5009 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3860 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=711.4684 out_g_norm=0.0118 loss_all=2.9351 init_gold_top10=0.4982 init_gold_top100=0.5054 +step=223700 micro_steps=223700 elapsed=33.4s lr=3.000000e-04 loss=2.6751 loss_recon=2.6751 loss_meanflow=0.0000 mean_model_t=0.5073 mean_corrupt_t=0.5073 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6030 corrupt_frac=1.0000 acc_corrupt=0.6030 loss_corrupt=2.6751 wrong_frac=0.4924 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.1881 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.2200 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2001 out_w_norm=711.6183 out_g_norm=0.0118 loss_all=2.1210 init_gold_top10=0.5978 init_gold_top100=0.6021 +step=223800 micro_steps=223800 elapsed=33.4s lr=3.000000e-04 loss=2.7750 loss_recon=2.7750 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5901 corrupt_frac=1.0000 acc_corrupt=0.5901 loss_corrupt=2.7750 wrong_frac=0.5014 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3914 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=711.7637 out_g_norm=0.0116 loss_all=3.2395 init_gold_top10=0.4186 init_gold_top100=0.4263 +step=223900 micro_steps=223900 elapsed=33.4s lr=3.000000e-04 loss=2.8296 loss_recon=2.8296 loss_meanflow=0.0000 mean_model_t=0.4870 mean_corrupt_t=0.4870 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5809 corrupt_frac=1.0000 acc_corrupt=0.5809 loss_corrupt=2.8296 wrong_frac=0.5132 init_acc_corrupt=0.4508 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.2001 acc_corrupt_t_0p4_0p6=0.6655 corrupt_frac_t_0p4_0p6=0.2156 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1806 out_w_norm=711.9147 out_g_norm=0.0117 loss_all=3.1300 init_gold_top10=0.4455 init_gold_top100=0.4534 +step=224000 micro_steps=224000 elapsed=33.5s lr=3.000000e-04 loss=2.7103 loss_recon=2.7103 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5985 corrupt_frac=1.0000 acc_corrupt=0.5985 loss_corrupt=2.7103 wrong_frac=0.4964 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3961 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8486 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=712.0647 out_g_norm=0.0117 loss_all=1.8641 init_gold_top10=0.5989 init_gold_top100=0.6029 +step=224100 micro_steps=224100 elapsed=34.8s lr=3.000000e-04 loss=2.7792 loss_recon=2.7792 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7792 wrong_frac=0.5027 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6741 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=712.2154 out_g_norm=0.0119 loss_all=2.4640 init_gold_top10=0.5378 init_gold_top100=0.5436 +step=224200 micro_steps=224200 elapsed=33.2s lr=3.000000e-04 loss=2.7764 loss_recon=2.7764 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7764 wrong_frac=0.5038 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2064 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6737 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8486 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9613 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=712.3705 out_g_norm=0.0118 loss_all=2.3113 init_gold_top10=0.5346 init_gold_top100=0.5387 +step=224300 micro_steps=224300 elapsed=33.2s lr=3.000000e-04 loss=2.6976 loss_recon=2.6976 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5986 corrupt_frac=1.0000 acc_corrupt=0.5986 loss_corrupt=2.6976 wrong_frac=0.4953 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.1077 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3880 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.2017 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=712.5195 out_g_norm=0.0117 loss_all=2.8917 init_gold_top10=0.4863 init_gold_top100=0.4926 +step=224400 micro_steps=224400 elapsed=33.4s lr=3.000000e-04 loss=2.7093 loss_recon=2.7093 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5977 corrupt_frac=1.0000 acc_corrupt=0.5977 loss_corrupt=2.7093 wrong_frac=0.4985 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6745 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1979 out_w_norm=712.6723 out_g_norm=0.0117 loss_all=2.0336 init_gold_top10=0.5714 init_gold_top100=0.5743 +step=224500 micro_steps=224500 elapsed=33.2s lr=3.000000e-04 loss=2.7713 loss_recon=2.7713 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7713 wrong_frac=0.5009 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1080 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3852 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=712.8194 out_g_norm=0.0116 loss_all=2.4596 init_gold_top10=0.4940 init_gold_top100=0.5009 +step=224600 micro_steps=224600 elapsed=33.2s lr=3.000000e-04 loss=2.7924 loss_recon=2.7924 loss_meanflow=0.0000 mean_model_t=0.4918 mean_corrupt_t=0.4918 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5855 corrupt_frac=1.0000 acc_corrupt=0.5855 loss_corrupt=2.7924 wrong_frac=0.5081 init_acc_corrupt=0.4561 acc_corrupt_t_0p0_0p2=0.1077 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3905 corrupt_frac_t_0p2_0p4=0.2147 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=712.9686 out_g_norm=0.0119 loss_all=2.4775 init_gold_top10=0.5394 init_gold_top100=0.5434 +step=224700 micro_steps=224700 elapsed=33.2s lr=3.000000e-04 loss=2.7640 loss_recon=2.7640 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7640 wrong_frac=0.5039 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3971 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2020 out_w_norm=713.1284 out_g_norm=0.0118 loss_all=2.1392 init_gold_top10=0.5739 init_gold_top100=0.5771 +step=224800 micro_steps=224800 elapsed=33.4s lr=3.000000e-04 loss=2.8291 loss_recon=2.8291 loss_meanflow=0.0000 mean_model_t=0.4920 mean_corrupt_t=0.4920 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5832 corrupt_frac=1.0000 acc_corrupt=0.5832 loss_corrupt=2.8291 wrong_frac=0.5078 init_acc_corrupt=0.4565 acc_corrupt_t_0p0_0p2=0.0994 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.2103 acc_corrupt_t_0p4_0p6=0.6665 corrupt_frac_t_0p4_0p6=0.1856 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=713.2882 out_g_norm=0.0118 loss_all=2.9128 init_gold_top10=0.4940 init_gold_top100=0.5005 +step=224900 micro_steps=224900 elapsed=33.3s lr=3.000000e-04 loss=2.7881 loss_recon=2.7881 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5894 corrupt_frac=1.0000 acc_corrupt=0.5894 loss_corrupt=2.7881 wrong_frac=0.5024 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3824 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=713.4401 out_g_norm=0.0116 loss_all=2.3024 init_gold_top10=0.5196 init_gold_top100=0.5244 +step=225000 micro_steps=225000 elapsed=33.4s lr=3.000000e-04 loss=2.7641 loss_recon=2.7641 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7641 wrong_frac=0.5042 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3869 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6720 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1875 out_w_norm=713.5952 out_g_norm=0.0116 loss_all=3.0827 init_gold_top10=0.4472 init_gold_top100=0.4540 +step=225100 micro_steps=225100 elapsed=34.6s lr=3.000000e-04 loss=2.7157 loss_recon=2.7157 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5978 corrupt_frac=1.0000 acc_corrupt=0.5978 loss_corrupt=2.7157 wrong_frac=0.4975 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3981 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6732 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2141 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=713.7505 out_g_norm=0.0117 loss_all=3.3268 init_gold_top10=0.4203 init_gold_top100=0.4279 +step=225200 micro_steps=225200 elapsed=33.3s lr=3.000000e-04 loss=2.7604 loss_recon=2.7604 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5930 corrupt_frac=1.0000 acc_corrupt=0.5930 loss_corrupt=2.7604 wrong_frac=0.4994 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6742 corrupt_frac_t_0p4_0p6=0.2042 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=713.9043 out_g_norm=0.0118 loss_all=2.2432 init_gold_top10=0.5745 init_gold_top100=0.5788 +step=225300 micro_steps=225300 elapsed=33.3s lr=3.000000e-04 loss=2.8148 loss_recon=2.8148 loss_meanflow=0.0000 mean_model_t=0.4892 mean_corrupt_t=0.4892 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5843 corrupt_frac=1.0000 acc_corrupt=0.5843 loss_corrupt=2.8148 wrong_frac=0.5108 init_acc_corrupt=0.4543 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2131 acc_corrupt_t_0p2_0p4=0.3949 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6739 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.2112 acc_corrupt_t_0p8_1p0=0.9609 corrupt_frac_t_0p8_1p0=0.1803 out_w_norm=714.0646 out_g_norm=0.0124 loss_all=2.3077 init_gold_top10=0.5318 init_gold_top100=0.5349 +step=225400 micro_steps=225400 elapsed=33.2s lr=3.000000e-04 loss=2.7328 loss_recon=2.7328 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5959 corrupt_frac=1.0000 acc_corrupt=0.5959 loss_corrupt=2.7328 wrong_frac=0.4984 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3944 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6743 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2073 out_w_norm=714.2248 out_g_norm=0.0116 loss_all=2.6854 init_gold_top10=0.5321 init_gold_top100=0.5384 +step=225500 micro_steps=225500 elapsed=33.3s lr=3.000000e-04 loss=2.7041 loss_recon=2.7041 loss_meanflow=0.0000 mean_model_t=0.5059 mean_corrupt_t=0.5059 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5995 corrupt_frac=1.0000 acc_corrupt=0.5995 loss_corrupt=2.7041 wrong_frac=0.4939 init_acc_corrupt=0.4724 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3952 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8480 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2166 out_w_norm=714.3618 out_g_norm=0.0116 loss_all=2.4305 init_gold_top10=0.5486 init_gold_top100=0.5531 +step=225600 micro_steps=225600 elapsed=33.3s lr=3.000000e-04 loss=2.7901 loss_recon=2.7901 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5884 corrupt_frac=1.0000 acc_corrupt=0.5884 loss_corrupt=2.7901 wrong_frac=0.5023 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6668 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1844 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=714.5078 out_g_norm=0.0114 loss_all=2.9172 init_gold_top10=0.5065 init_gold_top100=0.5120 +step=225700 micro_steps=225700 elapsed=33.3s lr=3.000000e-04 loss=2.7199 loss_recon=2.7199 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5989 corrupt_frac=1.0000 acc_corrupt=0.5989 loss_corrupt=2.7199 wrong_frac=0.4954 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1071 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3932 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6724 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=714.6626 out_g_norm=0.0120 loss_all=2.4005 init_gold_top10=0.5370 init_gold_top100=0.5419 +step=225800 micro_steps=225800 elapsed=33.3s lr=3.000000e-04 loss=2.7479 loss_recon=2.7479 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5929 corrupt_frac=1.0000 acc_corrupt=0.5929 loss_corrupt=2.7479 wrong_frac=0.5041 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3986 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.2036 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=714.8106 out_g_norm=0.0116 loss_all=2.8812 init_gold_top10=0.4792 init_gold_top100=0.4851 +step=225900 micro_steps=225900 elapsed=33.4s lr=3.000000e-04 loss=2.7306 loss_recon=2.7306 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5951 corrupt_frac=1.0000 acc_corrupt=0.5951 loss_corrupt=2.7306 wrong_frac=0.4990 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=714.9656 out_g_norm=0.0116 loss_all=2.2861 init_gold_top10=0.5418 init_gold_top100=0.5463 +step=226000 micro_steps=226000 elapsed=33.6s lr=3.000000e-04 loss=2.7315 loss_recon=2.7315 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5950 corrupt_frac=1.0000 acc_corrupt=0.5950 loss_corrupt=2.7315 wrong_frac=0.4965 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3897 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6724 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=715.1179 out_g_norm=0.0117 loss_all=3.3567 init_gold_top10=0.4196 init_gold_top100=0.4286 +step=226100 micro_steps=226100 elapsed=35.0s lr=3.000000e-04 loss=2.6551 loss_recon=2.6551 loss_meanflow=0.0000 mean_model_t=0.5095 mean_corrupt_t=0.5095 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6055 corrupt_frac=1.0000 acc_corrupt=0.6055 loss_corrupt=2.6551 wrong_frac=0.4905 init_acc_corrupt=0.4758 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.1948 acc_corrupt_t_0p2_0p4=0.3949 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6750 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=715.2782 out_g_norm=0.0118 loss_all=3.1003 init_gold_top10=0.4473 init_gold_top100=0.4531 +step=226200 micro_steps=226200 elapsed=33.3s lr=3.000000e-04 loss=2.7398 loss_recon=2.7398 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7398 wrong_frac=0.4971 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3844 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=715.4233 out_g_norm=0.0117 loss_all=3.4272 init_gold_top10=0.4214 init_gold_top100=0.4321 +step=226300 micro_steps=226300 elapsed=33.2s lr=3.000000e-04 loss=2.6689 loss_recon=2.6689 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6024 corrupt_frac=1.0000 acc_corrupt=0.6024 loss_corrupt=2.6689 wrong_frac=0.4938 init_acc_corrupt=0.4728 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3987 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8475 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=715.5779 out_g_norm=0.0119 loss_all=2.4792 init_gold_top10=0.5146 init_gold_top100=0.5196 +step=226400 micro_steps=226400 elapsed=33.3s lr=3.000000e-04 loss=2.7348 loss_recon=2.7348 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5959 corrupt_frac=1.0000 acc_corrupt=0.5959 loss_corrupt=2.7348 wrong_frac=0.4982 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=715.7231 out_g_norm=0.0117 loss_all=2.5808 init_gold_top10=0.5242 init_gold_top100=0.5272 +step=226500 micro_steps=226500 elapsed=33.2s lr=3.000000e-04 loss=2.7865 loss_recon=2.7865 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7865 wrong_frac=0.5060 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3964 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1878 out_w_norm=715.8705 out_g_norm=0.0116 loss_all=2.7003 init_gold_top10=0.5180 init_gold_top100=0.5255 +step=226600 micro_steps=226600 elapsed=33.2s lr=3.000000e-04 loss=2.8099 loss_recon=2.8099 loss_meanflow=0.0000 mean_model_t=0.4902 mean_corrupt_t=0.4902 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5848 corrupt_frac=1.0000 acc_corrupt=0.5848 loss_corrupt=2.8099 wrong_frac=0.5097 init_acc_corrupt=0.4543 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.3901 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=716.0217 out_g_norm=0.0117 loss_all=2.7362 init_gold_top10=0.5008 init_gold_top100=0.5081 +step=226700 micro_steps=226700 elapsed=33.2s lr=3.000000e-04 loss=2.7302 loss_recon=2.7302 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5963 corrupt_frac=1.0000 acc_corrupt=0.5963 loss_corrupt=2.7302 wrong_frac=0.4970 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3913 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=716.1772 out_g_norm=0.0116 loss_all=2.0962 init_gold_top10=0.5624 init_gold_top100=0.5664 +step=226800 micro_steps=226800 elapsed=33.3s lr=3.000000e-04 loss=2.7294 loss_recon=2.7294 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5960 corrupt_frac=1.0000 acc_corrupt=0.5960 loss_corrupt=2.7294 wrong_frac=0.4979 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3905 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1973 out_w_norm=716.3254 out_g_norm=0.0115 loss_all=3.0467 init_gold_top10=0.4643 init_gold_top100=0.4715 +step=226900 micro_steps=226900 elapsed=33.2s lr=3.000000e-04 loss=2.6962 loss_recon=2.6962 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5998 corrupt_frac=1.0000 acc_corrupt=0.5998 loss_corrupt=2.6962 wrong_frac=0.4945 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.1856 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=716.4697 out_g_norm=0.0117 loss_all=2.1806 init_gold_top10=0.5899 init_gold_top100=0.5926 +step=227000 micro_steps=227000 elapsed=33.1s lr=3.000000e-04 loss=2.6866 loss_recon=2.6866 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6015 corrupt_frac=1.0000 acc_corrupt=0.6015 loss_corrupt=2.6866 wrong_frac=0.4964 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3967 corrupt_frac_t_0p2_0p4=0.1875 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8475 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=716.6251 out_g_norm=0.0118 loss_all=3.3694 init_gold_top10=0.4366 init_gold_top100=0.4435 +step=227100 micro_steps=227100 elapsed=34.8s lr=3.000000e-04 loss=2.6711 loss_recon=2.6711 loss_meanflow=0.0000 mean_model_t=0.5070 mean_corrupt_t=0.5070 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6029 corrupt_frac=1.0000 acc_corrupt=0.6029 loss_corrupt=2.6711 wrong_frac=0.4927 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3927 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=716.7750 out_g_norm=0.0115 loss_all=2.8563 init_gold_top10=0.4575 init_gold_top100=0.4631 +step=227200 micro_steps=227200 elapsed=33.3s lr=3.000000e-04 loss=2.6920 loss_recon=2.6920 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6008 corrupt_frac=1.0000 acc_corrupt=0.6008 loss_corrupt=2.6920 wrong_frac=0.4934 init_acc_corrupt=0.4728 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3927 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9607 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=716.9320 out_g_norm=0.0117 loss_all=3.3137 init_gold_top10=0.4493 init_gold_top100=0.4590 +step=227300 micro_steps=227300 elapsed=33.3s lr=3.000000e-04 loss=2.6772 loss_recon=2.6772 loss_meanflow=0.0000 mean_model_t=0.5097 mean_corrupt_t=0.5097 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6025 corrupt_frac=1.0000 acc_corrupt=0.6025 loss_corrupt=2.6772 wrong_frac=0.4905 init_acc_corrupt=0.4762 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3872 corrupt_frac_t_0p2_0p4=0.1976 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.2128 out_w_norm=717.0908 out_g_norm=0.0117 loss_all=3.1265 init_gold_top10=0.4433 init_gold_top100=0.4482 +step=227400 micro_steps=227400 elapsed=33.4s lr=3.000000e-04 loss=2.8377 loss_recon=2.8377 loss_meanflow=0.0000 mean_model_t=0.4897 mean_corrupt_t=0.4897 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5815 corrupt_frac=1.0000 acc_corrupt=0.5815 loss_corrupt=2.8377 wrong_frac=0.5102 init_acc_corrupt=0.4544 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1910 out_w_norm=717.2432 out_g_norm=0.0116 loss_all=2.9884 init_gold_top10=0.4682 init_gold_top100=0.4727 +step=227500 micro_steps=227500 elapsed=33.4s lr=3.000000e-04 loss=2.7576 loss_recon=2.7576 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7576 wrong_frac=0.5053 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.1084 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3958 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=717.3907 out_g_norm=0.0117 loss_all=2.6937 init_gold_top10=0.5116 init_gold_top100=0.5174 +step=227600 micro_steps=227600 elapsed=33.4s lr=3.000000e-04 loss=2.7411 loss_recon=2.7411 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7411 wrong_frac=0.4987 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3844 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1881 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=717.5387 out_g_norm=0.0117 loss_all=3.4857 init_gold_top10=0.3963 init_gold_top100=0.4034 +step=227700 micro_steps=227700 elapsed=33.4s lr=3.000000e-04 loss=2.8413 loss_recon=2.8413 loss_meanflow=0.0000 mean_model_t=0.4879 mean_corrupt_t=0.4879 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5810 corrupt_frac=1.0000 acc_corrupt=0.5810 loss_corrupt=2.8413 wrong_frac=0.5122 init_acc_corrupt=0.4519 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3855 corrupt_frac_t_0p2_0p4=0.2147 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8472 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9600 corrupt_frac_t_0p8_1p0=0.1844 out_w_norm=717.6841 out_g_norm=0.0116 loss_all=3.2014 init_gold_top10=0.4309 init_gold_top100=0.4383 +step=227800 micro_steps=227800 elapsed=33.3s lr=3.000000e-04 loss=2.7385 loss_recon=2.7385 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7385 wrong_frac=0.5008 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6651 corrupt_frac_t_0p4_0p6=0.2134 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=717.8334 out_g_norm=0.0117 loss_all=2.1844 init_gold_top10=0.5526 init_gold_top100=0.5561 +step=227900 micro_steps=227900 elapsed=33.4s lr=3.000000e-04 loss=2.8225 loss_recon=2.8225 loss_meanflow=0.0000 mean_model_t=0.4894 mean_corrupt_t=0.4894 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5834 corrupt_frac=1.0000 acc_corrupt=0.5834 loss_corrupt=2.8225 wrong_frac=0.5109 init_acc_corrupt=0.4536 acc_corrupt_t_0p0_0p2=0.1009 corrupt_frac_t_0p0_0p2=0.2052 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6731 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1875 out_w_norm=717.9912 out_g_norm=0.0116 loss_all=2.9466 init_gold_top10=0.4391 init_gold_top100=0.4462 +step=228000 micro_steps=228000 elapsed=33.3s lr=3.000000e-04 loss=2.7506 loss_recon=2.7506 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5926 corrupt_frac=1.0000 acc_corrupt=0.5926 loss_corrupt=2.7506 wrong_frac=0.5011 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3921 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=718.1426 out_g_norm=0.0116 loss_all=2.8343 init_gold_top10=0.5075 init_gold_top100=0.5141 +step=228100 micro_steps=228100 elapsed=34.8s lr=3.000000e-04 loss=2.7872 loss_recon=2.7872 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5888 corrupt_frac=1.0000 acc_corrupt=0.5888 loss_corrupt=2.7872 wrong_frac=0.5033 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.2064 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6667 corrupt_frac_t_0p4_0p6=0.2052 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9603 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=718.2977 out_g_norm=0.0115 loss_all=2.6255 init_gold_top10=0.5284 init_gold_top100=0.5328 +step=228200 micro_steps=228200 elapsed=33.2s lr=3.000000e-04 loss=2.7145 loss_recon=2.7145 loss_meanflow=0.0000 mean_model_t=0.5055 mean_corrupt_t=0.5055 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5978 corrupt_frac=1.0000 acc_corrupt=0.5978 loss_corrupt=2.7145 wrong_frac=0.4948 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.1080 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3857 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=718.4444 out_g_norm=0.0116 loss_all=2.4781 init_gold_top10=0.5219 init_gold_top100=0.5267 +step=228300 micro_steps=228300 elapsed=33.0s lr=3.000000e-04 loss=2.7267 loss_recon=2.7267 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5962 corrupt_frac=1.0000 acc_corrupt=0.5962 loss_corrupt=2.7267 wrong_frac=0.4991 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.1872 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.2213 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.1825 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=718.5936 out_g_norm=0.0118 loss_all=2.2167 init_gold_top10=0.5740 init_gold_top100=0.5777 +step=228400 micro_steps=228400 elapsed=33.2s lr=3.000000e-04 loss=2.6754 loss_recon=2.6754 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6030 corrupt_frac=1.0000 acc_corrupt=0.6030 loss_corrupt=2.6754 wrong_frac=0.4962 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1111 corrupt_frac_t_0p0_0p2=0.1907 acc_corrupt_t_0p2_0p4=0.4024 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6715 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=718.7440 out_g_norm=0.0117 loss_all=2.8482 init_gold_top10=0.4713 init_gold_top100=0.4750 +step=228500 micro_steps=228500 elapsed=33.3s lr=3.000000e-04 loss=2.6944 loss_recon=2.6944 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5991 corrupt_frac=1.0000 acc_corrupt=0.5991 loss_corrupt=2.6944 wrong_frac=0.4958 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1888 acc_corrupt_t_0p2_0p4=0.3849 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=718.8929 out_g_norm=0.0115 loss_all=2.0031 init_gold_top10=0.6169 init_gold_top100=0.6221 +step=228600 micro_steps=228600 elapsed=33.1s lr=3.000000e-04 loss=2.7717 loss_recon=2.7717 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5896 corrupt_frac=1.0000 acc_corrupt=0.5896 loss_corrupt=2.7717 wrong_frac=0.5034 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3831 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=719.0418 out_g_norm=0.0115 loss_all=2.4929 init_gold_top10=0.5238 init_gold_top100=0.5289 +step=228700 micro_steps=228700 elapsed=33.2s lr=3.000000e-04 loss=2.7521 loss_recon=2.7521 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7521 wrong_frac=0.5025 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3827 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6742 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8473 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=719.1933 out_g_norm=0.0116 loss_all=3.3872 init_gold_top10=0.4227 init_gold_top100=0.4314 +step=228800 micro_steps=228800 elapsed=33.1s lr=3.000000e-04 loss=2.8093 loss_recon=2.8093 loss_meanflow=0.0000 mean_model_t=0.4913 mean_corrupt_t=0.4913 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5840 corrupt_frac=1.0000 acc_corrupt=0.5840 loss_corrupt=2.8093 wrong_frac=0.5088 init_acc_corrupt=0.4552 acc_corrupt_t_0p0_0p2=0.1096 corrupt_frac_t_0p0_0p2=0.2143 acc_corrupt_t_0p2_0p4=0.3937 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.1875 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=719.3513 out_g_norm=0.0116 loss_all=2.2251 init_gold_top10=0.5568 init_gold_top100=0.5589 +step=228900 micro_steps=228900 elapsed=33.2s lr=3.000000e-04 loss=2.7084 loss_recon=2.7084 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5975 corrupt_frac=1.0000 acc_corrupt=0.5975 loss_corrupt=2.7084 wrong_frac=0.4969 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3897 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6657 corrupt_frac_t_0p4_0p6=0.1850 acc_corrupt_t_0p6_0p8=0.8484 corrupt_frac_t_0p6_0p8=0.2150 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=719.5025 out_g_norm=0.0116 loss_all=2.3494 init_gold_top10=0.5340 init_gold_top100=0.5387 +step=229000 micro_steps=229000 elapsed=33.1s lr=3.000000e-04 loss=2.7846 loss_recon=2.7846 loss_meanflow=0.0000 mean_model_t=0.4950 mean_corrupt_t=0.4950 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5881 corrupt_frac=1.0000 acc_corrupt=0.5881 loss_corrupt=2.7846 wrong_frac=0.5050 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3888 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6754 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1926 out_w_norm=719.6486 out_g_norm=0.0116 loss_all=2.2470 init_gold_top10=0.5312 init_gold_top100=0.5352 +step=229100 micro_steps=229100 elapsed=34.5s lr=3.000000e-04 loss=2.7144 loss_recon=2.7144 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7144 wrong_frac=0.4998 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3949 corrupt_frac_t_0p2_0p4=0.2119 acc_corrupt_t_0p4_0p6=0.6755 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=719.8037 out_g_norm=0.0117 loss_all=2.0150 init_gold_top10=0.5619 init_gold_top100=0.5668 +step=229200 micro_steps=229200 elapsed=33.3s lr=3.000000e-04 loss=2.7637 loss_recon=2.7637 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5907 corrupt_frac=1.0000 acc_corrupt=0.5907 loss_corrupt=2.7637 wrong_frac=0.5023 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.1888 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=719.9563 out_g_norm=0.0116 loss_all=1.9240 init_gold_top10=0.5906 init_gold_top100=0.5941 +step=229300 micro_steps=229300 elapsed=33.2s lr=3.000000e-04 loss=2.7627 loss_recon=2.7627 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7627 wrong_frac=0.5023 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3897 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.2131 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1862 out_w_norm=720.1130 out_g_norm=0.0115 loss_all=2.9143 init_gold_top10=0.4763 init_gold_top100=0.4839 +step=229400 micro_steps=229400 elapsed=33.3s lr=3.000000e-04 loss=2.7384 loss_recon=2.7384 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7384 wrong_frac=0.4989 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3827 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=720.2698 out_g_norm=0.0116 loss_all=2.7883 init_gold_top10=0.4976 init_gold_top100=0.5039 +step=229500 micro_steps=229500 elapsed=33.4s lr=3.000000e-04 loss=2.7058 loss_recon=2.7058 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5986 corrupt_frac=1.0000 acc_corrupt=0.5986 loss_corrupt=2.7058 wrong_frac=0.4967 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.2125 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.1831 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.2036 out_w_norm=720.4184 out_g_norm=0.0115 loss_all=2.9737 init_gold_top10=0.4823 init_gold_top100=0.4885 +step=229600 micro_steps=229600 elapsed=33.3s lr=3.000000e-04 loss=2.7843 loss_recon=2.7843 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7843 wrong_frac=0.5000 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3934 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6676 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=720.5725 out_g_norm=0.0119 loss_all=2.2890 init_gold_top10=0.5527 init_gold_top100=0.5588 +step=229700 micro_steps=229700 elapsed=33.2s lr=3.000000e-04 loss=2.7830 loss_recon=2.7830 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.7830 wrong_frac=0.5042 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8483 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=720.7190 out_g_norm=0.0119 loss_all=3.1542 init_gold_top10=0.4473 init_gold_top100=0.4524 +step=229800 micro_steps=229800 elapsed=33.6s lr=3.000000e-04 loss=2.7571 loss_recon=2.7571 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5923 corrupt_frac=1.0000 acc_corrupt=0.5923 loss_corrupt=2.7571 wrong_frac=0.5016 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3937 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6664 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9601 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=720.8662 out_g_norm=0.0115 loss_all=3.1841 init_gold_top10=0.4333 init_gold_top100=0.4399 +step=229900 micro_steps=229900 elapsed=33.8s lr=3.000000e-04 loss=2.7673 loss_recon=2.7673 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5923 corrupt_frac=1.0000 acc_corrupt=0.5923 loss_corrupt=2.7673 wrong_frac=0.5009 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6721 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2141 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=720.9991 out_g_norm=0.0117 loss_all=2.2573 init_gold_top10=0.5188 init_gold_top100=0.5236 +step=230000 micro_steps=230000 elapsed=33.3s lr=3.000000e-04 loss=2.7619 loss_recon=2.7619 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5921 corrupt_frac=1.0000 acc_corrupt=0.5921 loss_corrupt=2.7619 wrong_frac=0.5004 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3871 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.1973 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=721.1497 out_g_norm=0.0120 loss_all=2.8140 init_gold_top10=0.4645 init_gold_top100=0.4695 +step=230100 micro_steps=230100 elapsed=51.6s lr=3.000000e-04 loss=2.8006 loss_recon=2.8006 loss_meanflow=0.0000 mean_model_t=0.4941 mean_corrupt_t=0.4941 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5883 corrupt_frac=1.0000 acc_corrupt=0.5883 loss_corrupt=2.8006 wrong_frac=0.5058 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2128 acc_corrupt_t_0p2_0p4=0.3917 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8491 corrupt_frac_t_0p6_0p8=0.1866 acc_corrupt_t_0p8_1p0=0.9609 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=721.2980 out_g_norm=0.0114 loss_all=3.2498 init_gold_top10=0.4353 init_gold_top100=0.4422 +step=230200 micro_steps=230200 elapsed=54.6s lr=3.000000e-04 loss=2.6949 loss_recon=2.6949 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5997 corrupt_frac=1.0000 acc_corrupt=0.5997 loss_corrupt=2.6949 wrong_frac=0.4956 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.1077 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3954 corrupt_frac_t_0p2_0p4=0.2131 acc_corrupt_t_0p4_0p6=0.6734 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=721.4272 out_g_norm=0.0117 loss_all=2.2930 init_gold_top10=0.5603 init_gold_top100=0.5644 +step=230300 micro_steps=230300 elapsed=54.1s lr=3.000000e-04 loss=2.7121 loss_recon=2.7121 loss_meanflow=0.0000 mean_model_t=0.5058 mean_corrupt_t=0.5058 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5990 corrupt_frac=1.0000 acc_corrupt=0.5990 loss_corrupt=2.7121 wrong_frac=0.4945 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3970 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6736 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.1957 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2122 out_w_norm=721.5730 out_g_norm=0.0117 loss_all=2.0085 init_gold_top10=0.5565 init_gold_top100=0.5583 +step=230400 micro_steps=230400 elapsed=53.8s lr=3.000000e-04 loss=2.7253 loss_recon=2.7253 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5962 corrupt_frac=1.0000 acc_corrupt=0.5962 loss_corrupt=2.7253 wrong_frac=0.4978 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6737 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=721.7360 out_g_norm=0.0115 loss_all=3.7486 init_gold_top10=0.3985 init_gold_top100=0.4084 +step=230500 micro_steps=230500 elapsed=53.8s lr=3.000000e-04 loss=2.7136 loss_recon=2.7136 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7136 wrong_frac=0.4977 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6779 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8475 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=721.8940 out_g_norm=0.0115 loss_all=2.6562 init_gold_top10=0.5257 init_gold_top100=0.5306 +step=230600 micro_steps=230600 elapsed=53.5s lr=3.000000e-04 loss=2.8142 loss_recon=2.8142 loss_meanflow=0.0000 mean_model_t=0.4888 mean_corrupt_t=0.4888 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5839 corrupt_frac=1.0000 acc_corrupt=0.5839 loss_corrupt=2.8142 wrong_frac=0.5112 init_acc_corrupt=0.4521 acc_corrupt_t_0p0_0p2=0.1108 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3988 corrupt_frac_t_0p2_0p4=0.2162 acc_corrupt_t_0p4_0p6=0.6739 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.1872 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=722.0442 out_g_norm=0.0117 loss_all=3.1914 init_gold_top10=0.4442 init_gold_top100=0.4529 +step=230700 micro_steps=230700 elapsed=53.5s lr=3.000000e-04 loss=2.7426 loss_recon=2.7426 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7426 wrong_frac=0.5010 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3892 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=722.1950 out_g_norm=0.0116 loss_all=3.0051 init_gold_top10=0.4582 init_gold_top100=0.4648 +step=230800 micro_steps=230800 elapsed=47.6s lr=3.000000e-04 loss=2.6926 loss_recon=2.6926 loss_meanflow=0.0000 mean_model_t=0.5059 mean_corrupt_t=0.5059 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6007 corrupt_frac=1.0000 acc_corrupt=0.6007 loss_corrupt=2.6926 wrong_frac=0.4941 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.1884 acc_corrupt_t_0p2_0p4=0.3906 corrupt_frac_t_0p2_0p4=0.2033 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=722.3494 out_g_norm=0.0116 loss_all=2.3634 init_gold_top10=0.5605 init_gold_top100=0.5674 +step=230900 micro_steps=230900 elapsed=33.4s lr=3.000000e-04 loss=2.7593 loss_recon=2.7593 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7593 wrong_frac=0.5002 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3878 corrupt_frac_t_0p2_0p4=0.2116 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=722.4995 out_g_norm=0.0116 loss_all=1.2583 init_gold_top10=0.6868 init_gold_top100=0.6884 +step=231000 micro_steps=231000 elapsed=33.2s lr=3.000000e-04 loss=2.6610 loss_recon=2.6610 loss_meanflow=0.0000 mean_model_t=0.5086 mean_corrupt_t=0.5086 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6052 corrupt_frac=1.0000 acc_corrupt=0.6052 loss_corrupt=2.6610 wrong_frac=0.4916 init_acc_corrupt=0.4756 acc_corrupt_t_0p0_0p2=0.1079 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3938 corrupt_frac_t_0p2_0p4=0.1872 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.2244 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=722.6507 out_g_norm=0.0115 loss_all=3.1069 init_gold_top10=0.4617 init_gold_top100=0.4685 +step=231100 micro_steps=231100 elapsed=35.0s lr=3.000000e-04 loss=2.8032 loss_recon=2.8032 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5870 corrupt_frac=1.0000 acc_corrupt=0.5870 loss_corrupt=2.8032 wrong_frac=0.5027 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3840 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8473 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=722.7956 out_g_norm=0.0116 loss_all=2.7020 init_gold_top10=0.4973 init_gold_top100=0.5031 +step=231200 micro_steps=231200 elapsed=33.3s lr=3.000000e-04 loss=2.7742 loss_recon=2.7742 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5901 corrupt_frac=1.0000 acc_corrupt=0.5901 loss_corrupt=2.7742 wrong_frac=0.5028 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=722.9451 out_g_norm=0.0117 loss_all=2.8053 init_gold_top10=0.4590 init_gold_top100=0.4643 +step=231300 micro_steps=231300 elapsed=33.4s lr=3.000000e-04 loss=2.7895 loss_recon=2.7895 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.7895 wrong_frac=0.5053 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6725 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=723.0936 out_g_norm=0.0116 loss_all=2.7155 init_gold_top10=0.5168 init_gold_top100=0.5222 +step=231400 micro_steps=231400 elapsed=33.9s lr=3.000000e-04 loss=2.7541 loss_recon=2.7541 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5930 corrupt_frac=1.0000 acc_corrupt=0.5930 loss_corrupt=2.7541 wrong_frac=0.5013 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6772 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.1846 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=723.2457 out_g_norm=0.0117 loss_all=2.8110 init_gold_top10=0.4793 init_gold_top100=0.4869 +step=231500 micro_steps=231500 elapsed=33.4s lr=3.000000e-04 loss=2.8175 loss_recon=2.8175 loss_meanflow=0.0000 mean_model_t=0.4901 mean_corrupt_t=0.4901 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5825 corrupt_frac=1.0000 acc_corrupt=0.5825 loss_corrupt=2.8175 wrong_frac=0.5100 init_acc_corrupt=0.4543 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3906 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.1872 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=723.4014 out_g_norm=0.0115 loss_all=2.8726 init_gold_top10=0.4963 init_gold_top100=0.5018 +step=231600 micro_steps=231600 elapsed=33.3s lr=3.000000e-04 loss=2.7216 loss_recon=2.7216 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7216 wrong_frac=0.4975 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3912 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2033 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=723.5549 out_g_norm=0.0115 loss_all=2.5886 init_gold_top10=0.5360 init_gold_top100=0.5403 +step=231700 micro_steps=231700 elapsed=33.1s lr=3.000000e-04 loss=2.7810 loss_recon=2.7810 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5888 corrupt_frac=1.0000 acc_corrupt=0.5888 loss_corrupt=2.7810 wrong_frac=0.5025 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=723.7073 out_g_norm=0.0116 loss_all=2.6448 init_gold_top10=0.5024 init_gold_top100=0.5066 +step=231800 micro_steps=231800 elapsed=33.1s lr=3.000000e-04 loss=2.7619 loss_recon=2.7619 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5914 corrupt_frac=1.0000 acc_corrupt=0.5914 loss_corrupt=2.7619 wrong_frac=0.4996 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3786 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.1957 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.2125 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1985 out_w_norm=723.8577 out_g_norm=0.0116 loss_all=2.5313 init_gold_top10=0.5150 init_gold_top100=0.5204 +step=231900 micro_steps=231900 elapsed=33.3s lr=3.000000e-04 loss=2.7455 loss_recon=2.7455 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5935 corrupt_frac=1.0000 acc_corrupt=0.5935 loss_corrupt=2.7455 wrong_frac=0.5000 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3801 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=724.0154 out_g_norm=0.0115 loss_all=2.1900 init_gold_top10=0.5823 init_gold_top100=0.5867 +step=232000 micro_steps=232000 elapsed=33.3s lr=3.000000e-04 loss=2.7619 loss_recon=2.7619 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5915 corrupt_frac=1.0000 acc_corrupt=0.5915 loss_corrupt=2.7619 wrong_frac=0.5001 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=724.1672 out_g_norm=0.0114 loss_all=2.2140 init_gold_top10=0.5424 init_gold_top100=0.5468 +step=232100 micro_steps=232100 elapsed=34.7s lr=3.000000e-04 loss=2.8118 loss_recon=2.8118 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5860 corrupt_frac=1.0000 acc_corrupt=0.5860 loss_corrupt=2.8118 wrong_frac=0.5042 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.1086 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3803 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1862 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=724.3193 out_g_norm=0.0118 loss_all=2.0693 init_gold_top10=0.5651 init_gold_top100=0.5698 +step=232200 micro_steps=232200 elapsed=33.1s lr=3.000000e-04 loss=2.7143 loss_recon=2.7143 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5983 corrupt_frac=1.0000 acc_corrupt=0.5983 loss_corrupt=2.7143 wrong_frac=0.4948 init_acc_corrupt=0.4718 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.1935 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=724.4742 out_g_norm=0.0115 loss_all=2.9276 init_gold_top10=0.4693 init_gold_top100=0.4743 +step=232300 micro_steps=232300 elapsed=33.2s lr=3.000000e-04 loss=2.7002 loss_recon=2.7002 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5991 corrupt_frac=1.0000 acc_corrupt=0.5991 loss_corrupt=2.7002 wrong_frac=0.4958 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3921 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6738 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=724.6332 out_g_norm=0.0114 loss_all=1.9152 init_gold_top10=0.5945 init_gold_top100=0.5971 +step=232400 micro_steps=232400 elapsed=33.1s lr=3.000000e-04 loss=2.7642 loss_recon=2.7642 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7642 wrong_frac=0.5019 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3939 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.2014 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=724.7798 out_g_norm=0.0117 loss_all=2.7657 init_gold_top10=0.4953 init_gold_top100=0.4986 +step=232500 micro_steps=232500 elapsed=33.1s lr=3.000000e-04 loss=2.7597 loss_recon=2.7597 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5914 corrupt_frac=1.0000 acc_corrupt=0.5914 loss_corrupt=2.7597 wrong_frac=0.5018 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=724.9228 out_g_norm=0.0117 loss_all=1.9270 init_gold_top10=0.6139 init_gold_top100=0.6192 +step=232600 micro_steps=232600 elapsed=33.1s lr=3.000000e-04 loss=2.8301 loss_recon=2.8301 loss_meanflow=0.0000 mean_model_t=0.4898 mean_corrupt_t=0.4898 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5821 corrupt_frac=1.0000 acc_corrupt=0.5821 loss_corrupt=2.8301 wrong_frac=0.5102 init_acc_corrupt=0.4530 acc_corrupt_t_0p0_0p2=0.1079 corrupt_frac_t_0p0_0p2=0.2141 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.1888 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=725.0713 out_g_norm=0.0117 loss_all=3.1692 init_gold_top10=0.4678 init_gold_top100=0.4734 +step=232700 micro_steps=232700 elapsed=33.2s lr=3.000000e-04 loss=2.7765 loss_recon=2.7765 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7765 wrong_frac=0.5032 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.1094 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8468 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=725.2238 out_g_norm=0.0117 loss_all=2.7370 init_gold_top10=0.5003 init_gold_top100=0.5060 +step=232800 micro_steps=232800 elapsed=33.4s lr=3.000000e-04 loss=2.7285 loss_recon=2.7285 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7285 wrong_frac=0.4994 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3900 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6727 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=725.3816 out_g_norm=0.0115 loss_all=2.4204 init_gold_top10=0.5201 init_gold_top100=0.5254 +step=232900 micro_steps=232900 elapsed=33.3s lr=3.000000e-04 loss=2.7365 loss_recon=2.7365 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7365 wrong_frac=0.5007 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.4027 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=725.5324 out_g_norm=0.0114 loss_all=2.9168 init_gold_top10=0.4859 init_gold_top100=0.4941 +step=233000 micro_steps=233000 elapsed=33.5s lr=3.000000e-04 loss=2.7221 loss_recon=2.7221 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5972 corrupt_frac=1.0000 acc_corrupt=0.5972 loss_corrupt=2.7221 wrong_frac=0.4968 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3987 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=725.6767 out_g_norm=0.0117 loss_all=3.4561 init_gold_top10=0.4151 init_gold_top100=0.4237 +step=233100 micro_steps=233100 elapsed=34.8s lr=3.000000e-04 loss=2.7428 loss_recon=2.7428 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7428 wrong_frac=0.4978 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.0993 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3840 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=725.8272 out_g_norm=0.0119 loss_all=2.6465 init_gold_top10=0.4999 init_gold_top100=0.5050 +step=233200 micro_steps=233200 elapsed=33.4s lr=3.000000e-04 loss=2.7795 loss_recon=2.7795 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5888 corrupt_frac=1.0000 acc_corrupt=0.5888 loss_corrupt=2.7795 wrong_frac=0.5036 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.1948 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=725.9798 out_g_norm=0.0113 loss_all=2.7916 init_gold_top10=0.4621 init_gold_top100=0.4683 +step=233300 micro_steps=233300 elapsed=33.4s lr=3.000000e-04 loss=2.7394 loss_recon=2.7394 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7394 wrong_frac=0.5004 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3896 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6729 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8488 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=726.1309 out_g_norm=0.0116 loss_all=3.2988 init_gold_top10=0.4192 init_gold_top100=0.4301 +step=233400 micro_steps=233400 elapsed=33.6s lr=3.000000e-04 loss=2.7676 loss_recon=2.7676 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7676 wrong_frac=0.5007 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3925 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6727 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=726.2840 out_g_norm=0.0115 loss_all=2.3811 init_gold_top10=0.5302 init_gold_top100=0.5355 +step=233500 micro_steps=233500 elapsed=33.4s lr=3.000000e-04 loss=2.6886 loss_recon=2.6886 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6011 corrupt_frac=1.0000 acc_corrupt=0.6011 loss_corrupt=2.6886 wrong_frac=0.4956 init_acc_corrupt=0.4709 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3947 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6732 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8502 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=726.4302 out_g_norm=0.0115 loss_all=2.5755 init_gold_top10=0.5285 init_gold_top100=0.5324 +step=233600 micro_steps=233600 elapsed=33.5s lr=3.000000e-04 loss=2.7171 loss_recon=2.7171 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5971 corrupt_frac=1.0000 acc_corrupt=0.5971 loss_corrupt=2.7171 wrong_frac=0.4947 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3829 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=726.5819 out_g_norm=0.0114 loss_all=3.2393 init_gold_top10=0.4156 init_gold_top100=0.4239 +step=233700 micro_steps=233700 elapsed=33.2s lr=3.000000e-04 loss=2.7288 loss_recon=2.7288 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5948 corrupt_frac=1.0000 acc_corrupt=0.5948 loss_corrupt=2.7288 wrong_frac=0.4991 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1932 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=726.7362 out_g_norm=0.0116 loss_all=2.8599 init_gold_top10=0.4968 init_gold_top100=0.5027 +step=233800 micro_steps=233800 elapsed=33.3s lr=3.000000e-04 loss=2.7588 loss_recon=2.7588 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7588 wrong_frac=0.5056 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.1088 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3894 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6661 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8474 corrupt_frac_t_0p6_0p8=0.2140 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1844 out_w_norm=726.8800 out_g_norm=0.0115 loss_all=3.0011 init_gold_top10=0.4489 init_gold_top100=0.4540 +step=233900 micro_steps=233900 elapsed=33.2s lr=3.000000e-04 loss=2.7392 loss_recon=2.7392 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5966 corrupt_frac=1.0000 acc_corrupt=0.5966 loss_corrupt=2.7392 wrong_frac=0.4948 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6710 corrupt_frac_t_0p4_0p6=0.1878 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=727.0348 out_g_norm=0.0117 loss_all=2.7913 init_gold_top10=0.4897 init_gold_top100=0.4976 +step=234000 micro_steps=234000 elapsed=33.2s lr=3.000000e-04 loss=2.7133 loss_recon=2.7133 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5992 corrupt_frac=1.0000 acc_corrupt=0.5992 loss_corrupt=2.7133 wrong_frac=0.4969 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3894 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6758 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8480 corrupt_frac_t_0p6_0p8=0.2169 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=727.1816 out_g_norm=0.0116 loss_all=3.2026 init_gold_top10=0.4544 init_gold_top100=0.4605 +step=234100 micro_steps=234100 elapsed=34.6s lr=3.000000e-04 loss=2.7110 loss_recon=2.7110 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5977 corrupt_frac=1.0000 acc_corrupt=0.5977 loss_corrupt=2.7110 wrong_frac=0.4992 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.3984 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6746 corrupt_frac_t_0p4_0p6=0.2137 acc_corrupt_t_0p6_0p8=0.8481 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=727.3216 out_g_norm=0.0115 loss_all=3.0863 init_gold_top10=0.4669 init_gold_top100=0.4742 +step=234200 micro_steps=234200 elapsed=33.2s lr=3.000000e-04 loss=2.7753 loss_recon=2.7753 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7753 wrong_frac=0.5064 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6749 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9610 corrupt_frac_t_0p8_1p0=0.1872 out_w_norm=727.4745 out_g_norm=0.0117 loss_all=2.6510 init_gold_top10=0.5029 init_gold_top100=0.5102 +step=234300 micro_steps=234300 elapsed=33.2s lr=3.000000e-04 loss=2.7276 loss_recon=2.7276 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7276 wrong_frac=0.4992 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3921 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6730 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8468 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=727.6352 out_g_norm=0.0114 loss_all=2.0624 init_gold_top10=0.5709 init_gold_top100=0.5749 +step=234400 micro_steps=234400 elapsed=33.2s lr=3.000000e-04 loss=2.7373 loss_recon=2.7373 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7373 wrong_frac=0.4976 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2042 out_w_norm=727.7858 out_g_norm=0.0114 loss_all=2.7453 init_gold_top10=0.4921 init_gold_top100=0.4983 +step=234500 micro_steps=234500 elapsed=33.3s lr=3.000000e-04 loss=2.7525 loss_recon=2.7525 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5933 corrupt_frac=1.0000 acc_corrupt=0.5933 loss_corrupt=2.7525 wrong_frac=0.4993 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6782 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=727.9375 out_g_norm=0.0114 loss_all=2.4975 init_gold_top10=0.5302 init_gold_top100=0.5359 +step=234600 micro_steps=234600 elapsed=33.2s lr=3.000000e-04 loss=2.7694 loss_recon=2.7694 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7694 wrong_frac=0.5045 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.1093 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6750 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.2023 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1869 out_w_norm=728.0911 out_g_norm=0.0115 loss_all=2.3901 init_gold_top10=0.5307 init_gold_top100=0.5348 +step=234700 micro_steps=234700 elapsed=33.1s lr=3.000000e-04 loss=2.7499 loss_recon=2.7499 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5947 corrupt_frac=1.0000 acc_corrupt=0.5947 loss_corrupt=2.7499 wrong_frac=0.4981 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3898 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6733 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=728.2405 out_g_norm=0.0114 loss_all=2.8251 init_gold_top10=0.4802 init_gold_top100=0.4856 +step=234800 micro_steps=234800 elapsed=33.2s lr=3.000000e-04 loss=2.7311 loss_recon=2.7311 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5963 corrupt_frac=1.0000 acc_corrupt=0.5963 loss_corrupt=2.7311 wrong_frac=0.4947 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=728.3788 out_g_norm=0.0114 loss_all=2.5637 init_gold_top10=0.5140 init_gold_top100=0.5205 +step=234900 micro_steps=234900 elapsed=33.3s lr=3.000000e-04 loss=2.7225 loss_recon=2.7225 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5963 corrupt_frac=1.0000 acc_corrupt=0.5963 loss_corrupt=2.7225 wrong_frac=0.4985 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3878 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.2106 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=728.5298 out_g_norm=0.0115 loss_all=3.1037 init_gold_top10=0.4697 init_gold_top100=0.4801 +step=235000 micro_steps=235000 elapsed=33.2s lr=3.000000e-04 loss=2.7128 loss_recon=2.7128 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5986 corrupt_frac=1.0000 acc_corrupt=0.5986 loss_corrupt=2.7128 wrong_frac=0.4963 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=728.6797 out_g_norm=0.0117 loss_all=1.9957 init_gold_top10=0.5522 init_gold_top100=0.5562 +step=235100 micro_steps=235100 elapsed=34.6s lr=3.000000e-04 loss=2.7430 loss_recon=2.7430 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7430 wrong_frac=0.4991 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3942 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6759 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=728.8326 out_g_norm=0.0118 loss_all=2.8256 init_gold_top10=0.4807 init_gold_top100=0.4858 +step=235200 micro_steps=235200 elapsed=33.3s lr=3.000000e-04 loss=2.7770 loss_recon=2.7770 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7770 wrong_frac=0.5056 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2102 acc_corrupt_t_0p2_0p4=0.3922 corrupt_frac_t_0p2_0p4=0.1932 acc_corrupt_t_0p4_0p6=0.6754 corrupt_frac_t_0p4_0p6=0.2125 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=728.9832 out_g_norm=0.0114 loss_all=2.4559 init_gold_top10=0.5365 init_gold_top100=0.5435 +step=235300 micro_steps=235300 elapsed=33.2s lr=3.000000e-04 loss=2.7281 loss_recon=2.7281 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5955 corrupt_frac=1.0000 acc_corrupt=0.5955 loss_corrupt=2.7281 wrong_frac=0.4997 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.1066 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3998 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6726 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=729.1333 out_g_norm=0.0116 loss_all=2.2249 init_gold_top10=0.5603 init_gold_top100=0.5654 +step=235400 micro_steps=235400 elapsed=33.6s lr=3.000000e-04 loss=2.8550 loss_recon=2.8550 loss_meanflow=0.0000 mean_model_t=0.4878 mean_corrupt_t=0.4878 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5791 corrupt_frac=1.0000 acc_corrupt=0.5791 loss_corrupt=2.8550 wrong_frac=0.5122 init_acc_corrupt=0.4518 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2134 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6664 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1875 out_w_norm=729.2893 out_g_norm=0.0116 loss_all=2.9371 init_gold_top10=0.4533 init_gold_top100=0.4590 +step=235500 micro_steps=235500 elapsed=33.4s lr=3.000000e-04 loss=2.6446 loss_recon=2.6446 loss_meanflow=0.0000 mean_model_t=0.5112 mean_corrupt_t=0.5112 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6073 corrupt_frac=1.0000 acc_corrupt=0.6073 loss_corrupt=2.6446 wrong_frac=0.4888 init_acc_corrupt=0.4785 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3978 corrupt_frac_t_0p2_0p4=0.1869 acc_corrupt_t_0p4_0p6=0.6724 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2119 out_w_norm=729.4357 out_g_norm=0.0115 loss_all=2.4779 init_gold_top10=0.5418 init_gold_top100=0.5482 +step=235600 micro_steps=235600 elapsed=33.4s lr=3.000000e-04 loss=2.7331 loss_recon=2.7331 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5948 corrupt_frac=1.0000 acc_corrupt=0.5948 loss_corrupt=2.7331 wrong_frac=0.4991 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3941 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6735 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=729.5879 out_g_norm=0.0116 loss_all=2.5763 init_gold_top10=0.5143 init_gold_top100=0.5192 +step=235700 micro_steps=235700 elapsed=33.4s lr=3.000000e-04 loss=2.7090 loss_recon=2.7090 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5995 corrupt_frac=1.0000 acc_corrupt=0.5995 loss_corrupt=2.7090 wrong_frac=0.4948 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1069 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9601 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=729.7332 out_g_norm=0.0113 loss_all=2.9973 init_gold_top10=0.4535 init_gold_top100=0.4592 +step=235800 micro_steps=235800 elapsed=33.5s lr=3.000000e-04 loss=2.8028 loss_recon=2.8028 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.8028 wrong_frac=0.5033 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3779 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6676 corrupt_frac_t_0p4_0p6=0.1919 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=729.8828 out_g_norm=0.0113 loss_all=2.7916 init_gold_top10=0.4788 init_gold_top100=0.4858 +step=235900 micro_steps=235900 elapsed=33.3s lr=3.000000e-04 loss=2.7490 loss_recon=2.7490 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5933 corrupt_frac=1.0000 acc_corrupt=0.5933 loss_corrupt=2.7490 wrong_frac=0.4993 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.1082 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3892 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=730.0312 out_g_norm=0.0114 loss_all=2.6296 init_gold_top10=0.5079 init_gold_top100=0.5125 +step=236000 micro_steps=236000 elapsed=33.1s lr=3.000000e-04 loss=2.7226 loss_recon=2.7226 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7226 wrong_frac=0.4948 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=730.1822 out_g_norm=0.0114 loss_all=2.4410 init_gold_top10=0.5366 init_gold_top100=0.5411 +step=236100 micro_steps=236100 elapsed=34.7s lr=3.000000e-04 loss=2.6807 loss_recon=2.6807 loss_meanflow=0.0000 mean_model_t=0.5079 mean_corrupt_t=0.5079 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6026 corrupt_frac=1.0000 acc_corrupt=0.6026 loss_corrupt=2.6807 wrong_frac=0.4924 init_acc_corrupt=0.4746 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3945 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.2008 acc_corrupt_t_0p8_1p0=0.9600 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=730.3267 out_g_norm=0.0113 loss_all=2.5254 init_gold_top10=0.5520 init_gold_top100=0.5569 +step=236200 micro_steps=236200 elapsed=33.5s lr=3.000000e-04 loss=2.7768 loss_recon=2.7768 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7768 wrong_frac=0.5054 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3898 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=730.4744 out_g_norm=0.0116 loss_all=3.0975 init_gold_top10=0.4439 init_gold_top100=0.4509 +step=236300 micro_steps=236300 elapsed=33.4s lr=3.000000e-04 loss=2.8539 loss_recon=2.8539 loss_meanflow=0.0000 mean_model_t=0.4865 mean_corrupt_t=0.4865 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5800 corrupt_frac=1.0000 acc_corrupt=0.5800 loss_corrupt=2.8539 wrong_frac=0.5137 init_acc_corrupt=0.4500 acc_corrupt_t_0p0_0p2=0.1071 corrupt_frac_t_0p0_0p2=0.2172 acc_corrupt_t_0p2_0p4=0.3874 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6755 corrupt_frac_t_0p4_0p6=0.2030 acc_corrupt_t_0p6_0p8=0.8474 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=730.6305 out_g_norm=0.0117 loss_all=2.9092 init_gold_top10=0.4579 init_gold_top100=0.4631 +step=236400 micro_steps=236400 elapsed=33.5s lr=3.000000e-04 loss=2.7928 loss_recon=2.7928 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.7928 wrong_frac=0.5031 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.2058 acc_corrupt_t_0p2_0p4=0.3872 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=730.7802 out_g_norm=0.0116 loss_all=2.2480 init_gold_top10=0.5784 init_gold_top100=0.5821 +step=236500 micro_steps=236500 elapsed=33.5s lr=3.000000e-04 loss=2.7101 loss_recon=2.7101 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5985 corrupt_frac=1.0000 acc_corrupt=0.5985 loss_corrupt=2.7101 wrong_frac=0.4967 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1075 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3935 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6754 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=730.9300 out_g_norm=0.0116 loss_all=2.8983 init_gold_top10=0.4792 init_gold_top100=0.4854 +step=236600 micro_steps=236600 elapsed=33.4s lr=3.000000e-04 loss=2.8455 loss_recon=2.8455 loss_meanflow=0.0000 mean_model_t=0.4900 mean_corrupt_t=0.4900 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5804 corrupt_frac=1.0000 acc_corrupt=0.5804 loss_corrupt=2.8455 wrong_frac=0.5105 init_acc_corrupt=0.4535 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.2162 acc_corrupt_t_0p2_0p4=0.3884 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6721 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=731.0779 out_g_norm=0.0115 loss_all=3.0991 init_gold_top10=0.4382 init_gold_top100=0.4454 +step=236700 micro_steps=236700 elapsed=33.2s lr=3.000000e-04 loss=2.7093 loss_recon=2.7093 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5980 corrupt_frac=1.0000 acc_corrupt=0.5980 loss_corrupt=2.7093 wrong_frac=0.4967 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.1875 acc_corrupt_t_0p4_0p6=0.6708 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.2144 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=731.2190 out_g_norm=0.0114 loss_all=2.8641 init_gold_top10=0.4932 init_gold_top100=0.4996 +step=236800 micro_steps=236800 elapsed=33.2s lr=3.000000e-04 loss=2.8161 loss_recon=2.8161 loss_meanflow=0.0000 mean_model_t=0.4931 mean_corrupt_t=0.4931 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5843 corrupt_frac=1.0000 acc_corrupt=0.5843 loss_corrupt=2.8161 wrong_frac=0.5073 init_acc_corrupt=0.4561 acc_corrupt_t_0p0_0p2=0.1072 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1869 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=731.3574 out_g_norm=0.0116 loss_all=2.4311 init_gold_top10=0.5459 init_gold_top100=0.5525 +step=236900 micro_steps=236900 elapsed=33.4s lr=3.000000e-04 loss=2.7902 loss_recon=2.7902 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5882 corrupt_frac=1.0000 acc_corrupt=0.5882 loss_corrupt=2.7902 wrong_frac=0.5031 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3849 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6623 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=731.4985 out_g_norm=0.0115 loss_all=2.3403 init_gold_top10=0.5574 init_gold_top100=0.5615 +step=237000 micro_steps=237000 elapsed=33.4s lr=3.000000e-04 loss=2.7241 loss_recon=2.7241 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5966 corrupt_frac=1.0000 acc_corrupt=0.5966 loss_corrupt=2.7241 wrong_frac=0.4956 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6720 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=731.6519 out_g_norm=0.0114 loss_all=2.9355 init_gold_top10=0.4706 init_gold_top100=0.4777 +step=237100 micro_steps=237100 elapsed=34.8s lr=3.000000e-04 loss=2.7744 loss_recon=2.7744 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7744 wrong_frac=0.5027 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8485 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=731.8034 out_g_norm=0.0115 loss_all=2.5702 init_gold_top10=0.5038 init_gold_top100=0.5093 +step=237200 micro_steps=237200 elapsed=33.4s lr=3.000000e-04 loss=2.6915 loss_recon=2.6915 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6011 corrupt_frac=1.0000 acc_corrupt=0.6011 loss_corrupt=2.6915 wrong_frac=0.4955 init_acc_corrupt=0.4723 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3933 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6739 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.2134 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=731.9467 out_g_norm=0.0114 loss_all=2.4040 init_gold_top10=0.5320 init_gold_top100=0.5373 +step=237300 micro_steps=237300 elapsed=33.4s lr=3.000000e-04 loss=2.7793 loss_recon=2.7793 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7793 wrong_frac=0.5023 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.1850 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=732.0884 out_g_norm=0.0115 loss_all=2.9415 init_gold_top10=0.4774 init_gold_top100=0.4840 +step=237400 micro_steps=237400 elapsed=33.3s lr=3.000000e-04 loss=2.8040 loss_recon=2.8040 loss_meanflow=0.0000 mean_model_t=0.4941 mean_corrupt_t=0.4941 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5872 corrupt_frac=1.0000 acc_corrupt=0.5872 loss_corrupt=2.8040 wrong_frac=0.5057 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6752 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=732.2357 out_g_norm=0.0114 loss_all=2.3896 init_gold_top10=0.5414 init_gold_top100=0.5465 +step=237500 micro_steps=237500 elapsed=33.4s lr=3.000000e-04 loss=2.7597 loss_recon=2.7597 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7597 wrong_frac=0.5009 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1082 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.2086 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8482 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=732.3804 out_g_norm=0.0113 loss_all=2.9897 init_gold_top10=0.4361 init_gold_top100=0.4425 +step=237600 micro_steps=237600 elapsed=33.3s lr=3.000000e-04 loss=2.8017 loss_recon=2.8017 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.8017 wrong_frac=0.5056 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3926 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6708 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=732.5264 out_g_norm=0.0113 loss_all=3.2371 init_gold_top10=0.4494 init_gold_top100=0.4571 +step=237700 micro_steps=237700 elapsed=33.4s lr=3.000000e-04 loss=2.7851 loss_recon=2.7851 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7851 wrong_frac=0.5043 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6759 corrupt_frac_t_0p4_0p6=0.2014 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1935 out_w_norm=732.6670 out_g_norm=0.0120 loss_all=3.0032 init_gold_top10=0.4963 init_gold_top100=0.5017 +step=237800 micro_steps=237800 elapsed=33.4s lr=3.000000e-04 loss=2.7649 loss_recon=2.7649 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7649 wrong_frac=0.5017 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6611 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=732.8213 out_g_norm=0.0115 loss_all=2.6491 init_gold_top10=0.5224 init_gold_top100=0.5273 +step=237900 micro_steps=237900 elapsed=33.4s lr=3.000000e-04 loss=2.6946 loss_recon=2.6946 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6000 corrupt_frac=1.0000 acc_corrupt=0.6000 loss_corrupt=2.6946 wrong_frac=0.4947 init_acc_corrupt=0.4725 acc_corrupt_t_0p0_0p2=0.1000 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3940 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=732.9749 out_g_norm=0.0113 loss_all=2.8114 init_gold_top10=0.4666 init_gold_top100=0.4718 +step=238000 micro_steps=238000 elapsed=33.4s lr=3.000000e-04 loss=2.7776 loss_recon=2.7776 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.7776 wrong_frac=0.5022 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3904 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6727 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=733.1290 out_g_norm=0.0114 loss_all=3.0493 init_gold_top10=0.4737 init_gold_top100=0.4812 +step=238100 micro_steps=238100 elapsed=34.7s lr=3.000000e-04 loss=2.7982 loss_recon=2.7982 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5865 corrupt_frac=1.0000 acc_corrupt=0.5865 loss_corrupt=2.7982 wrong_frac=0.5041 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2087 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.1853 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=733.2771 out_g_norm=0.0114 loss_all=1.9728 init_gold_top10=0.5878 init_gold_top100=0.5906 +step=238200 micro_steps=238200 elapsed=33.5s lr=3.000000e-04 loss=2.8157 loss_recon=2.8157 loss_meanflow=0.0000 mean_model_t=0.4937 mean_corrupt_t=0.4937 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5848 corrupt_frac=1.0000 acc_corrupt=0.5848 loss_corrupt=2.8157 wrong_frac=0.5065 init_acc_corrupt=0.4577 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3849 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9611 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=733.4165 out_g_norm=0.0116 loss_all=2.5690 init_gold_top10=0.4975 init_gold_top100=0.5011 +step=238300 micro_steps=238300 elapsed=33.3s lr=3.000000e-04 loss=2.7225 loss_recon=2.7225 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5961 corrupt_frac=1.0000 acc_corrupt=0.5961 loss_corrupt=2.7225 wrong_frac=0.4991 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6762 corrupt_frac_t_0p4_0p6=0.2102 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=733.5650 out_g_norm=0.0113 loss_all=2.6008 init_gold_top10=0.5162 init_gold_top100=0.5222 +step=238400 micro_steps=238400 elapsed=33.4s lr=3.000000e-04 loss=2.7109 loss_recon=2.7109 loss_meanflow=0.0000 mean_model_t=0.5074 mean_corrupt_t=0.5074 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5994 corrupt_frac=1.0000 acc_corrupt=0.5994 loss_corrupt=2.7109 wrong_frac=0.4929 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2045 acc_corrupt_t_0p2_0p4=0.3812 corrupt_frac_t_0p2_0p4=0.1809 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8487 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=733.7182 out_g_norm=0.0112 loss_all=2.8827 init_gold_top10=0.4719 init_gold_top100=0.4763 +step=238500 micro_steps=238500 elapsed=33.3s lr=3.000000e-04 loss=2.7370 loss_recon=2.7370 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5952 corrupt_frac=1.0000 acc_corrupt=0.5952 loss_corrupt=2.7370 wrong_frac=0.5011 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3937 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6733 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=733.8637 out_g_norm=0.0114 loss_all=2.8272 init_gold_top10=0.4614 init_gold_top100=0.4645 +step=238600 micro_steps=238600 elapsed=33.5s lr=3.000000e-04 loss=2.8175 loss_recon=2.8175 loss_meanflow=0.0000 mean_model_t=0.4927 mean_corrupt_t=0.4927 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5841 corrupt_frac=1.0000 acc_corrupt=0.5841 loss_corrupt=2.8175 wrong_frac=0.5075 init_acc_corrupt=0.4568 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3844 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6720 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.1850 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=734.0067 out_g_norm=0.0116 loss_all=2.6137 init_gold_top10=0.5214 init_gold_top100=0.5283 +step=238700 micro_steps=238700 elapsed=33.5s lr=3.000000e-04 loss=2.8481 loss_recon=2.8481 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5820 corrupt_frac=1.0000 acc_corrupt=0.5820 loss_corrupt=2.8481 wrong_frac=0.5068 init_acc_corrupt=0.4567 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3899 corrupt_frac_t_0p2_0p4=0.2203 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.1828 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.1816 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=734.1622 out_g_norm=0.0116 loss_all=2.5806 init_gold_top10=0.5416 init_gold_top100=0.5468 +step=238800 micro_steps=238800 elapsed=33.5s lr=3.000000e-04 loss=2.8388 loss_recon=2.8388 loss_meanflow=0.0000 mean_model_t=0.4913 mean_corrupt_t=0.4913 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5831 corrupt_frac=1.0000 acc_corrupt=0.5831 loss_corrupt=2.8388 wrong_frac=0.5086 init_acc_corrupt=0.4560 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.2178 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=734.3061 out_g_norm=0.0114 loss_all=2.4325 init_gold_top10=0.5099 init_gold_top100=0.5162 +step=238900 micro_steps=238900 elapsed=33.4s lr=3.000000e-04 loss=2.7903 loss_recon=2.7903 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5880 corrupt_frac=1.0000 acc_corrupt=0.5880 loss_corrupt=2.7903 wrong_frac=0.5058 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3915 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6744 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8481 corrupt_frac_t_0p6_0p8=0.1976 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=734.4568 out_g_norm=0.0114 loss_all=2.6620 init_gold_top10=0.5274 init_gold_top100=0.5352 +step=239000 micro_steps=239000 elapsed=33.3s lr=3.000000e-04 loss=2.6685 loss_recon=2.6685 loss_meanflow=0.0000 mean_model_t=0.5101 mean_corrupt_t=0.5101 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6047 corrupt_frac=1.0000 acc_corrupt=0.6047 loss_corrupt=2.6685 wrong_frac=0.4901 init_acc_corrupt=0.4769 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6733 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2140 out_w_norm=734.6024 out_g_norm=0.0113 loss_all=2.1182 init_gold_top10=0.5792 init_gold_top100=0.5847 +step=239100 micro_steps=239100 elapsed=34.7s lr=3.000000e-04 loss=2.7776 loss_recon=2.7776 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7776 wrong_frac=0.5019 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3810 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6735 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=734.7546 out_g_norm=0.0113 loss_all=2.3118 init_gold_top10=0.5587 init_gold_top100=0.5620 +step=239200 micro_steps=239200 elapsed=33.4s lr=3.000000e-04 loss=2.7926 loss_recon=2.7926 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.7926 wrong_frac=0.5052 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.3929 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.2116 acc_corrupt_t_0p6_0p8=0.8490 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9600 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=734.9030 out_g_norm=0.0112 loss_all=2.8839 init_gold_top10=0.4542 init_gold_top100=0.4602 +step=239300 micro_steps=239300 elapsed=33.3s lr=3.000000e-04 loss=2.8130 loss_recon=2.8130 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5849 corrupt_frac=1.0000 acc_corrupt=0.5849 loss_corrupt=2.8130 wrong_frac=0.5060 init_acc_corrupt=0.4585 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2137 acc_corrupt_t_0p2_0p4=0.3940 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1884 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2068 out_w_norm=735.0471 out_g_norm=0.0113 loss_all=2.3538 init_gold_top10=0.5280 init_gold_top100=0.5329 +step=239400 micro_steps=239400 elapsed=33.3s lr=3.000000e-04 loss=2.7805 loss_recon=2.7805 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7805 wrong_frac=0.5036 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2049 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6658 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.8487 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=735.1912 out_g_norm=0.0113 loss_all=2.5109 init_gold_top10=0.4954 init_gold_top100=0.5025 +step=239500 micro_steps=239500 elapsed=33.3s lr=3.000000e-04 loss=2.7696 loss_recon=2.7696 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7696 wrong_frac=0.5018 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.1935 acc_corrupt_t_0p4_0p6=0.6736 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=735.3402 out_g_norm=0.0113 loss_all=2.6939 init_gold_top10=0.4968 init_gold_top100=0.5016 +step=239600 micro_steps=239600 elapsed=33.2s lr=3.000000e-04 loss=2.7965 loss_recon=2.7965 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5869 corrupt_frac=1.0000 acc_corrupt=0.5869 loss_corrupt=2.7965 wrong_frac=0.5035 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=735.4878 out_g_norm=0.0115 loss_all=2.3005 init_gold_top10=0.5619 init_gold_top100=0.5671 +step=239700 micro_steps=239700 elapsed=33.2s lr=3.000000e-04 loss=2.7189 loss_recon=2.7189 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5961 corrupt_frac=1.0000 acc_corrupt=0.5961 loss_corrupt=2.7189 wrong_frac=0.5003 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.1077 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3970 corrupt_frac_t_0p2_0p4=0.2134 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9600 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=735.6323 out_g_norm=0.0114 loss_all=2.9140 init_gold_top10=0.4547 init_gold_top100=0.4601 +step=239800 micro_steps=239800 elapsed=33.1s lr=3.000000e-04 loss=2.7898 loss_recon=2.7898 loss_meanflow=0.0000 mean_model_t=0.4926 mean_corrupt_t=0.4926 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.7898 wrong_frac=0.5073 init_acc_corrupt=0.4569 acc_corrupt_t_0p0_0p2=0.1099 corrupt_frac_t_0p0_0p2=0.2008 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.2116 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1884 out_w_norm=735.7754 out_g_norm=0.0113 loss_all=2.8684 init_gold_top10=0.4931 init_gold_top100=0.5004 +step=239900 micro_steps=239900 elapsed=33.1s lr=3.000000e-04 loss=2.6708 loss_recon=2.6708 loss_meanflow=0.0000 mean_model_t=0.5065 mean_corrupt_t=0.5065 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6030 corrupt_frac=1.0000 acc_corrupt=0.6030 loss_corrupt=2.6708 wrong_frac=0.4936 init_acc_corrupt=0.4732 acc_corrupt_t_0p0_0p2=0.1069 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3970 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=735.9237 out_g_norm=0.0114 loss_all=2.2550 init_gold_top10=0.5474 init_gold_top100=0.5524 +step=240000 micro_steps=240000 elapsed=33.1s lr=3.000000e-04 loss=2.8051 loss_recon=2.8051 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.8051 wrong_frac=0.5057 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.1077 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.3922 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8516 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=736.0686 out_g_norm=0.0113 loss_all=3.4988 init_gold_top10=0.4382 init_gold_top100=0.4473 +step=240100 micro_steps=240100 elapsed=51.0s lr=3.000000e-04 loss=2.7235 loss_recon=2.7235 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5966 corrupt_frac=1.0000 acc_corrupt=0.5966 loss_corrupt=2.7235 wrong_frac=0.4990 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.1951 acc_corrupt_t_0p2_0p4=0.3869 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6753 corrupt_frac_t_0p4_0p6=0.2068 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=736.2163 out_g_norm=0.0112 loss_all=3.4265 init_gold_top10=0.4097 init_gold_top100=0.4159 +step=240200 micro_steps=240200 elapsed=53.3s lr=3.000000e-04 loss=2.6818 loss_recon=2.6818 loss_meanflow=0.0000 mean_model_t=0.5077 mean_corrupt_t=0.5077 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6017 corrupt_frac=1.0000 acc_corrupt=0.6017 loss_corrupt=2.6818 wrong_frac=0.4921 init_acc_corrupt=0.4742 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3877 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=736.3567 out_g_norm=0.0114 loss_all=2.4895 init_gold_top10=0.5388 init_gold_top100=0.5436 +step=240300 micro_steps=240300 elapsed=53.3s lr=3.000000e-04 loss=2.7760 loss_recon=2.7760 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7760 wrong_frac=0.5024 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.0998 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3929 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6743 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8496 corrupt_frac_t_0p6_0p8=0.1844 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=736.5066 out_g_norm=0.0112 loss_all=3.0497 init_gold_top10=0.4682 init_gold_top100=0.4761 +step=240400 micro_steps=240400 elapsed=53.4s lr=3.000000e-04 loss=2.6601 loss_recon=2.6601 loss_meanflow=0.0000 mean_model_t=0.5083 mean_corrupt_t=0.5083 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6042 corrupt_frac=1.0000 acc_corrupt=0.6042 loss_corrupt=2.6601 wrong_frac=0.4915 init_acc_corrupt=0.4751 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3950 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6750 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=736.6488 out_g_norm=0.0113 loss_all=2.7680 init_gold_top10=0.5024 init_gold_top100=0.5066 +step=240500 micro_steps=240500 elapsed=53.5s lr=3.000000e-04 loss=2.7028 loss_recon=2.7028 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6000 corrupt_frac=1.0000 acc_corrupt=0.6000 loss_corrupt=2.7028 wrong_frac=0.4953 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1992 acc_corrupt_t_0p2_0p4=0.3923 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6746 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=736.7991 out_g_norm=0.0112 loss_all=1.2012 init_gold_top10=0.5017 init_gold_top100=0.5069 +step=240600 micro_steps=240600 elapsed=53.3s lr=3.000000e-04 loss=2.7383 loss_recon=2.7383 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5935 corrupt_frac=1.0000 acc_corrupt=0.5935 loss_corrupt=2.7383 wrong_frac=0.5005 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1989 acc_corrupt_t_0p2_0p4=0.3860 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8474 corrupt_frac_t_0p6_0p8=0.2011 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=736.9544 out_g_norm=0.0116 loss_all=2.6340 init_gold_top10=0.5262 init_gold_top100=0.5314 +step=240700 micro_steps=240700 elapsed=53.4s lr=3.000000e-04 loss=2.7216 loss_recon=2.7216 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5974 corrupt_frac=1.0000 acc_corrupt=0.5974 loss_corrupt=2.7216 wrong_frac=0.4972 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3973 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=737.1019 out_g_norm=0.0112 loss_all=3.0607 init_gold_top10=0.4729 init_gold_top100=0.4785 +step=240800 micro_steps=240800 elapsed=53.0s lr=3.000000e-04 loss=2.7400 loss_recon=2.7400 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7400 wrong_frac=0.5036 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.1084 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3883 corrupt_frac_t_0p2_0p4=0.2175 acc_corrupt_t_0p4_0p6=0.6767 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=737.2533 out_g_norm=0.0112 loss_all=3.3482 init_gold_top10=0.4058 init_gold_top100=0.4129 +step=240900 micro_steps=240900 elapsed=33.4s lr=3.000000e-04 loss=2.6823 loss_recon=2.6823 loss_meanflow=0.0000 mean_model_t=0.5055 mean_corrupt_t=0.5055 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6016 corrupt_frac=1.0000 acc_corrupt=0.6016 loss_corrupt=2.6823 wrong_frac=0.4944 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.1951 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.1932 acc_corrupt_t_0p4_0p6=0.6737 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=737.3948 out_g_norm=0.0115 loss_all=2.6595 init_gold_top10=0.5239 init_gold_top100=0.5297 +step=241000 micro_steps=241000 elapsed=33.4s lr=3.000000e-04 loss=2.6487 loss_recon=2.6487 loss_meanflow=0.0000 mean_model_t=0.5107 mean_corrupt_t=0.5107 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6062 corrupt_frac=1.0000 acc_corrupt=0.6062 loss_corrupt=2.6487 wrong_frac=0.4892 init_acc_corrupt=0.4782 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1875 acc_corrupt_t_0p2_0p4=0.3976 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2097 out_w_norm=737.5455 out_g_norm=0.0112 loss_all=2.4088 init_gold_top10=0.5446 init_gold_top100=0.5493 +step=241100 micro_steps=241100 elapsed=34.8s lr=3.000000e-04 loss=2.8138 loss_recon=2.8138 loss_meanflow=0.0000 mean_model_t=0.4907 mean_corrupt_t=0.4907 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5844 corrupt_frac=1.0000 acc_corrupt=0.5844 loss_corrupt=2.8138 wrong_frac=0.5091 init_acc_corrupt=0.4551 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3852 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1853 out_w_norm=737.6933 out_g_norm=0.0114 loss_all=2.4588 init_gold_top10=0.5006 init_gold_top100=0.5048 +step=241200 micro_steps=241200 elapsed=33.5s lr=3.000000e-04 loss=2.6587 loss_recon=2.6587 loss_meanflow=0.0000 mean_model_t=0.5071 mean_corrupt_t=0.5071 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6038 corrupt_frac=1.0000 acc_corrupt=0.6038 loss_corrupt=2.6587 wrong_frac=0.4928 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3958 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6747 corrupt_frac_t_0p4_0p6=0.2100 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=737.8434 out_g_norm=0.0115 loss_all=2.9711 init_gold_top10=0.4468 init_gold_top100=0.4538 +step=241300 micro_steps=241300 elapsed=33.4s lr=3.000000e-04 loss=2.6898 loss_recon=2.6898 loss_meanflow=0.0000 mean_model_t=0.5065 mean_corrupt_t=0.5065 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6010 corrupt_frac=1.0000 acc_corrupt=0.6010 loss_corrupt=2.6898 wrong_frac=0.4934 init_acc_corrupt=0.4728 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.3917 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=737.9860 out_g_norm=0.0113 loss_all=2.8472 init_gold_top10=0.4750 init_gold_top100=0.4799 +step=241400 micro_steps=241400 elapsed=33.4s lr=3.000000e-04 loss=2.8059 loss_recon=2.8059 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5853 corrupt_frac=1.0000 acc_corrupt=0.5853 loss_corrupt=2.8059 wrong_frac=0.5055 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.3900 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=738.1310 out_g_norm=0.0112 loss_all=2.5131 init_gold_top10=0.5127 init_gold_top100=0.5169 +step=241500 micro_steps=241500 elapsed=33.4s lr=3.000000e-04 loss=2.6829 loss_recon=2.6829 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6014 corrupt_frac=1.0000 acc_corrupt=0.6014 loss_corrupt=2.6829 wrong_frac=0.4943 init_acc_corrupt=0.4727 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.3855 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.2116 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=738.2732 out_g_norm=0.0113 loss_all=2.9090 init_gold_top10=0.4758 init_gold_top100=0.4810 +step=241600 micro_steps=241600 elapsed=33.1s lr=3.000000e-04 loss=2.6604 loss_recon=2.6604 loss_meanflow=0.0000 mean_model_t=0.5093 mean_corrupt_t=0.5093 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6056 corrupt_frac=1.0000 acc_corrupt=0.6056 loss_corrupt=2.6604 wrong_frac=0.4902 init_acc_corrupt=0.4766 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3971 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6734 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2128 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=738.4162 out_g_norm=0.0112 loss_all=2.5346 init_gold_top10=0.5322 init_gold_top100=0.5396 +step=241700 micro_steps=241700 elapsed=33.1s lr=3.000000e-04 loss=2.7240 loss_recon=2.7240 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5967 corrupt_frac=1.0000 acc_corrupt=0.5967 loss_corrupt=2.7240 wrong_frac=0.4982 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3939 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6692 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=738.5669 out_g_norm=0.0118 loss_all=2.1089 init_gold_top10=0.5776 init_gold_top100=0.5808 +step=241800 micro_steps=241800 elapsed=33.1s lr=3.000000e-04 loss=2.8049 loss_recon=2.8049 loss_meanflow=0.0000 mean_model_t=0.4927 mean_corrupt_t=0.4927 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8049 wrong_frac=0.5070 init_acc_corrupt=0.4561 acc_corrupt_t_0p0_0p2=0.1094 corrupt_frac_t_0p0_0p2=0.2131 acc_corrupt_t_0p2_0p4=0.3965 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6766 corrupt_frac_t_0p4_0p6=0.1872 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9605 corrupt_frac_t_0p8_1p0=0.1992 out_w_norm=738.7235 out_g_norm=0.0112 loss_all=3.4184 init_gold_top10=0.4162 init_gold_top100=0.4250 +step=241900 micro_steps=241900 elapsed=33.2s lr=3.000000e-04 loss=2.7108 loss_recon=2.7108 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5987 corrupt_frac=1.0000 acc_corrupt=0.5987 loss_corrupt=2.7108 wrong_frac=0.4963 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3977 corrupt_frac_t_0p2_0p4=0.2119 acc_corrupt_t_0p4_0p6=0.6774 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8498 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=738.8749 out_g_norm=0.0112 loss_all=3.1592 init_gold_top10=0.4491 init_gold_top100=0.4557 +step=242000 micro_steps=242000 elapsed=33.1s lr=3.000000e-04 loss=2.7919 loss_recon=2.7919 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5883 corrupt_frac=1.0000 acc_corrupt=0.5883 loss_corrupt=2.7919 wrong_frac=0.5057 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2125 acc_corrupt_t_0p2_0p4=0.3979 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8495 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=739.0118 out_g_norm=0.0113 loss_all=2.1354 init_gold_top10=0.5610 init_gold_top100=0.5664 +step=242100 micro_steps=242100 elapsed=34.7s lr=3.000000e-04 loss=2.7580 loss_recon=2.7580 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5922 corrupt_frac=1.0000 acc_corrupt=0.5922 loss_corrupt=2.7580 wrong_frac=0.5002 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.2093 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=739.1655 out_g_norm=0.0113 loss_all=3.1709 init_gold_top10=0.4348 init_gold_top100=0.4425 +step=242200 micro_steps=242200 elapsed=33.2s lr=3.000000e-04 loss=2.6822 loss_recon=2.6822 loss_meanflow=0.0000 mean_model_t=0.5088 mean_corrupt_t=0.5088 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6031 corrupt_frac=1.0000 acc_corrupt=0.6031 loss_corrupt=2.6822 wrong_frac=0.4913 init_acc_corrupt=0.4743 acc_corrupt_t_0p0_0p2=0.1068 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6758 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8489 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=739.3276 out_g_norm=0.0113 loss_all=2.8817 init_gold_top10=0.4864 init_gold_top100=0.4926 +step=242300 micro_steps=242300 elapsed=33.4s lr=3.000000e-04 loss=2.7467 loss_recon=2.7467 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7467 wrong_frac=0.5012 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3972 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6743 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=739.4632 out_g_norm=0.0113 loss_all=2.9870 init_gold_top10=0.4833 init_gold_top100=0.4905 +step=242400 micro_steps=242400 elapsed=33.4s lr=3.000000e-04 loss=2.6604 loss_recon=2.6604 loss_meanflow=0.0000 mean_model_t=0.5079 mean_corrupt_t=0.5079 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6035 corrupt_frac=1.0000 acc_corrupt=0.6035 loss_corrupt=2.6604 wrong_frac=0.4919 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.1850 acc_corrupt_t_0p2_0p4=0.3902 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6766 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=739.6053 out_g_norm=0.0112 loss_all=3.0547 init_gold_top10=0.4409 init_gold_top100=0.4482 +step=242500 micro_steps=242500 elapsed=33.5s lr=3.000000e-04 loss=2.7619 loss_recon=2.7619 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7619 wrong_frac=0.5018 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3888 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=739.7554 out_g_norm=0.0114 loss_all=2.2373 init_gold_top10=0.5587 init_gold_top100=0.5642 +step=242600 micro_steps=242600 elapsed=33.3s lr=3.000000e-04 loss=2.8088 loss_recon=2.8088 loss_meanflow=0.0000 mean_model_t=0.4900 mean_corrupt_t=0.4900 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5845 corrupt_frac=1.0000 acc_corrupt=0.5845 loss_corrupt=2.8088 wrong_frac=0.5104 init_acc_corrupt=0.4544 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.1989 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.2086 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1881 out_w_norm=739.9052 out_g_norm=0.0114 loss_all=3.7242 init_gold_top10=0.3867 init_gold_top100=0.3953 +step=242700 micro_steps=242700 elapsed=33.2s lr=3.000000e-04 loss=2.7777 loss_recon=2.7777 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5896 corrupt_frac=1.0000 acc_corrupt=0.5896 loss_corrupt=2.7777 wrong_frac=0.5021 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3777 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=740.0553 out_g_norm=0.0113 loss_all=2.3448 init_gold_top10=0.5607 init_gold_top100=0.5656 +step=242800 micro_steps=242800 elapsed=33.3s lr=3.000000e-04 loss=2.6388 loss_recon=2.6388 loss_meanflow=0.0000 mean_model_t=0.5107 mean_corrupt_t=0.5107 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6076 corrupt_frac=1.0000 acc_corrupt=0.6076 loss_corrupt=2.6388 wrong_frac=0.4897 init_acc_corrupt=0.4775 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6746 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8472 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2159 out_w_norm=740.2028 out_g_norm=0.0116 loss_all=2.8922 init_gold_top10=0.5136 init_gold_top100=0.5195 +step=242900 micro_steps=242900 elapsed=33.2s lr=3.000000e-04 loss=2.7560 loss_recon=2.7560 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5922 corrupt_frac=1.0000 acc_corrupt=0.5922 loss_corrupt=2.7560 wrong_frac=0.5025 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3924 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=740.3461 out_g_norm=0.0114 loss_all=3.0067 init_gold_top10=0.4539 init_gold_top100=0.4611 +step=243000 micro_steps=243000 elapsed=33.3s lr=3.000000e-04 loss=2.6898 loss_recon=2.6898 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6012 corrupt_frac=1.0000 acc_corrupt=0.6012 loss_corrupt=2.6898 wrong_frac=0.4939 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.1103 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3941 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6741 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=740.4874 out_g_norm=0.0110 loss_all=2.2302 init_gold_top10=0.5290 init_gold_top100=0.5319 +step=243100 micro_steps=243100 elapsed=34.6s lr=3.000000e-04 loss=2.7657 loss_recon=2.7657 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5912 corrupt_frac=1.0000 acc_corrupt=0.5912 loss_corrupt=2.7657 wrong_frac=0.5031 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3950 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6736 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=740.6401 out_g_norm=0.0112 loss_all=2.4132 init_gold_top10=0.5568 init_gold_top100=0.5632 +step=243200 micro_steps=243200 elapsed=33.3s lr=3.000000e-04 loss=2.7749 loss_recon=2.7749 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7749 wrong_frac=0.5032 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.1078 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3893 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2083 out_w_norm=740.7907 out_g_norm=0.0114 loss_all=2.7158 init_gold_top10=0.5094 init_gold_top100=0.5162 +step=243300 micro_steps=243300 elapsed=33.4s lr=3.000000e-04 loss=2.7620 loss_recon=2.7620 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5924 corrupt_frac=1.0000 acc_corrupt=0.5924 loss_corrupt=2.7620 wrong_frac=0.4999 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3891 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=740.9362 out_g_norm=0.0113 loss_all=2.2250 init_gold_top10=0.5495 init_gold_top100=0.5526 +step=243400 micro_steps=243400 elapsed=33.4s lr=3.000000e-04 loss=2.7024 loss_recon=2.7024 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5987 corrupt_frac=1.0000 acc_corrupt=0.5987 loss_corrupt=2.7024 wrong_frac=0.4959 init_acc_corrupt=0.4710 acc_corrupt_t_0p0_0p2=0.1006 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3932 corrupt_frac_t_0p2_0p4=0.2071 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1973 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=741.0862 out_g_norm=0.0112 loss_all=2.1048 init_gold_top10=0.5621 init_gold_top100=0.5672 +step=243500 micro_steps=243500 elapsed=33.4s lr=3.000000e-04 loss=2.7698 loss_recon=2.7698 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5904 corrupt_frac=1.0000 acc_corrupt=0.5904 loss_corrupt=2.7698 wrong_frac=0.5055 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3962 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6758 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1967 out_w_norm=741.2392 out_g_norm=0.0112 loss_all=2.8697 init_gold_top10=0.4951 init_gold_top100=0.5015 +step=243600 micro_steps=243600 elapsed=33.5s lr=3.000000e-04 loss=2.7291 loss_recon=2.7291 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5953 corrupt_frac=1.0000 acc_corrupt=0.5953 loss_corrupt=2.7291 wrong_frac=0.5000 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6721 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8491 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=741.3878 out_g_norm=0.0112 loss_all=1.8724 init_gold_top10=0.5322 init_gold_top100=0.5372 +step=243700 micro_steps=243700 elapsed=33.5s lr=3.000000e-04 loss=2.7634 loss_recon=2.7634 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5912 corrupt_frac=1.0000 acc_corrupt=0.5912 loss_corrupt=2.7634 wrong_frac=0.5020 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3853 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=741.5380 out_g_norm=0.0113 loss_all=3.4079 init_gold_top10=0.4231 init_gold_top100=0.4326 +step=243800 micro_steps=243800 elapsed=33.3s lr=3.000000e-04 loss=2.7277 loss_recon=2.7277 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7277 wrong_frac=0.4989 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.0995 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3923 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6750 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=741.6839 out_g_norm=0.0113 loss_all=2.9965 init_gold_top10=0.4617 init_gold_top100=0.4668 +step=243900 micro_steps=243900 elapsed=33.4s lr=3.000000e-04 loss=2.7282 loss_recon=2.7282 loss_meanflow=0.0000 mean_model_t=0.5058 mean_corrupt_t=0.5058 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5969 corrupt_frac=1.0000 acc_corrupt=0.5969 loss_corrupt=2.7282 wrong_frac=0.4946 init_acc_corrupt=0.4715 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3804 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=741.8394 out_g_norm=0.0112 loss_all=2.9838 init_gold_top10=0.4899 init_gold_top100=0.4986 +step=244000 micro_steps=244000 elapsed=33.3s lr=3.000000e-04 loss=2.6739 loss_recon=2.6739 loss_meanflow=0.0000 mean_model_t=0.5084 mean_corrupt_t=0.5084 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6035 corrupt_frac=1.0000 acc_corrupt=0.6035 loss_corrupt=2.6739 wrong_frac=0.4916 init_acc_corrupt=0.4745 acc_corrupt_t_0p0_0p2=0.1079 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.3908 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6751 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8496 corrupt_frac_t_0p6_0p8=0.1888 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2147 out_w_norm=741.9881 out_g_norm=0.0115 loss_all=2.9757 init_gold_top10=0.4594 init_gold_top100=0.4664 +step=244100 micro_steps=244100 elapsed=34.9s lr=3.000000e-04 loss=2.6883 loss_recon=2.6883 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5997 corrupt_frac=1.0000 acc_corrupt=0.5997 loss_corrupt=2.6883 wrong_frac=0.4961 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.1098 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3952 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6732 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=742.1264 out_g_norm=0.0112 loss_all=2.9231 init_gold_top10=0.4644 init_gold_top100=0.4695 +step=244200 micro_steps=244200 elapsed=33.5s lr=3.000000e-04 loss=2.7212 loss_recon=2.7212 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5976 corrupt_frac=1.0000 acc_corrupt=0.5976 loss_corrupt=2.7212 wrong_frac=0.4960 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=742.2743 out_g_norm=0.0111 loss_all=2.1074 init_gold_top10=0.5740 init_gold_top100=0.5763 +step=244300 micro_steps=244300 elapsed=33.5s lr=3.000000e-04 loss=2.6977 loss_recon=2.6977 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5996 corrupt_frac=1.0000 acc_corrupt=0.5996 loss_corrupt=2.6977 wrong_frac=0.4947 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1968 acc_corrupt_t_0p2_0p4=0.3899 corrupt_frac_t_0p2_0p4=0.2052 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8484 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=742.4223 out_g_norm=0.0114 loss_all=2.6047 init_gold_top10=0.4631 init_gold_top100=0.4684 +step=244400 micro_steps=244400 elapsed=33.4s lr=3.000000e-04 loss=2.7341 loss_recon=2.7341 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5966 corrupt_frac=1.0000 acc_corrupt=0.5966 loss_corrupt=2.7341 wrong_frac=0.4965 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3847 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6742 corrupt_frac_t_0p4_0p6=0.1869 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.2083 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=742.5651 out_g_norm=0.0112 loss_all=3.0206 init_gold_top10=0.4517 init_gold_top100=0.4597 +step=244500 micro_steps=244500 elapsed=33.5s lr=3.000000e-04 loss=2.7751 loss_recon=2.7751 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7751 wrong_frac=0.5042 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3872 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=742.7152 out_g_norm=0.0112 loss_all=3.1574 init_gold_top10=0.4468 init_gold_top100=0.4518 +step=244600 micro_steps=244600 elapsed=33.5s lr=3.000000e-04 loss=2.8727 loss_recon=2.8727 loss_meanflow=0.0000 mean_model_t=0.4842 mean_corrupt_t=0.4842 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5769 corrupt_frac=1.0000 acc_corrupt=0.5769 loss_corrupt=2.8727 wrong_frac=0.5158 init_acc_corrupt=0.4487 acc_corrupt_t_0p0_0p2=0.0999 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.3874 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.2147 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.1800 out_w_norm=742.8739 out_g_norm=0.0112 loss_all=2.7696 init_gold_top10=0.4843 init_gold_top100=0.4913 +step=244700 micro_steps=244700 elapsed=33.5s lr=3.000000e-04 loss=2.7226 loss_recon=2.7226 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5964 corrupt_frac=1.0000 acc_corrupt=0.5964 loss_corrupt=2.7226 wrong_frac=0.4972 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3879 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6736 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=743.0145 out_g_norm=0.0114 loss_all=2.4805 init_gold_top10=0.5334 init_gold_top100=0.5395 +step=244800 micro_steps=244800 elapsed=33.3s lr=3.000000e-04 loss=2.7461 loss_recon=2.7461 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5934 corrupt_frac=1.0000 acc_corrupt=0.5934 loss_corrupt=2.7461 wrong_frac=0.5004 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3983 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=743.1481 out_g_norm=0.0117 loss_all=2.9059 init_gold_top10=0.4715 init_gold_top100=0.4783 +step=244900 micro_steps=244900 elapsed=33.4s lr=3.000000e-04 loss=2.6944 loss_recon=2.6944 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6012 corrupt_frac=1.0000 acc_corrupt=0.6012 loss_corrupt=2.6944 wrong_frac=0.4981 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1091 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3943 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6775 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8482 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=743.2938 out_g_norm=0.0114 loss_all=2.6935 init_gold_top10=0.5160 init_gold_top100=0.5219 +step=245000 micro_steps=245000 elapsed=33.4s lr=3.000000e-04 loss=2.7393 loss_recon=2.7393 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7393 wrong_frac=0.5010 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3899 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6740 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2055 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=743.4418 out_g_norm=0.0111 loss_all=2.5387 init_gold_top10=0.5316 init_gold_top100=0.5367 +step=245100 micro_steps=245100 elapsed=34.9s lr=3.000000e-04 loss=2.7427 loss_recon=2.7427 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5936 corrupt_frac=1.0000 acc_corrupt=0.5936 loss_corrupt=2.7427 wrong_frac=0.5006 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3825 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6721 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=743.5943 out_g_norm=0.0111 loss_all=3.4169 init_gold_top10=0.4226 init_gold_top100=0.4289 +step=245200 micro_steps=245200 elapsed=33.4s lr=3.000000e-04 loss=2.7508 loss_recon=2.7508 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5930 corrupt_frac=1.0000 acc_corrupt=0.5930 loss_corrupt=2.7508 wrong_frac=0.4988 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3868 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=743.7502 out_g_norm=0.0112 loss_all=2.2817 init_gold_top10=0.5350 init_gold_top100=0.5394 +step=245300 micro_steps=245300 elapsed=33.3s lr=3.000000e-04 loss=2.6870 loss_recon=2.6870 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5987 corrupt_frac=1.0000 acc_corrupt=0.5987 loss_corrupt=2.6870 wrong_frac=0.4980 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.1121 corrupt_frac_t_0p0_0p2=0.2042 acc_corrupt_t_0p2_0p4=0.4012 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1872 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2122 out_w_norm=743.9045 out_g_norm=0.0113 loss_all=3.0676 init_gold_top10=0.4626 init_gold_top100=0.4698 +step=245400 micro_steps=245400 elapsed=33.3s lr=3.000000e-04 loss=2.7838 loss_recon=2.7838 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5874 corrupt_frac=1.0000 acc_corrupt=0.5874 loss_corrupt=2.7838 wrong_frac=0.5055 init_acc_corrupt=0.4578 acc_corrupt_t_0p0_0p2=0.1107 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3894 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6722 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8488 corrupt_frac_t_0p6_0p8=0.1844 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=744.0562 out_g_norm=0.0113 loss_all=3.1211 init_gold_top10=0.4453 init_gold_top100=0.4532 +step=245500 micro_steps=245500 elapsed=33.4s lr=3.000000e-04 loss=2.7632 loss_recon=2.7632 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5889 corrupt_frac=1.0000 acc_corrupt=0.5889 loss_corrupt=2.7632 wrong_frac=0.5057 init_acc_corrupt=0.4582 acc_corrupt_t_0p0_0p2=0.1072 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3834 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1862 out_w_norm=744.1999 out_g_norm=0.0113 loss_all=3.1463 init_gold_top10=0.4513 init_gold_top100=0.4579 +step=245600 micro_steps=245600 elapsed=33.4s lr=3.000000e-04 loss=2.7232 loss_recon=2.7232 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5964 corrupt_frac=1.0000 acc_corrupt=0.5964 loss_corrupt=2.7232 wrong_frac=0.4982 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6745 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=744.3483 out_g_norm=0.0112 loss_all=3.6104 init_gold_top10=0.3894 init_gold_top100=0.3975 +step=245700 micro_steps=245700 elapsed=33.4s lr=3.000000e-04 loss=2.7111 loss_recon=2.7111 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5979 corrupt_frac=1.0000 acc_corrupt=0.5979 loss_corrupt=2.7111 wrong_frac=0.4992 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1066 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.4024 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6739 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=744.4977 out_g_norm=0.0112 loss_all=2.8006 init_gold_top10=0.4943 init_gold_top100=0.5001 +step=245800 micro_steps=245800 elapsed=33.4s lr=3.000000e-04 loss=2.8091 loss_recon=2.8091 loss_meanflow=0.0000 mean_model_t=0.4932 mean_corrupt_t=0.4932 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5847 corrupt_frac=1.0000 acc_corrupt=0.5847 loss_corrupt=2.8091 wrong_frac=0.5071 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2131 acc_corrupt_t_0p2_0p4=0.3859 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2118 acc_corrupt_t_0p8_1p0=0.9600 corrupt_frac_t_0p8_1p0=0.1862 out_w_norm=744.6456 out_g_norm=0.0111 loss_all=2.0556 init_gold_top10=0.5747 init_gold_top100=0.5794 +step=245900 micro_steps=245900 elapsed=33.4s lr=3.000000e-04 loss=2.7215 loss_recon=2.7215 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5952 corrupt_frac=1.0000 acc_corrupt=0.5952 loss_corrupt=2.7215 wrong_frac=0.4986 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3950 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8472 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=744.7876 out_g_norm=0.0110 loss_all=3.2502 init_gold_top10=0.4190 init_gold_top100=0.4262 +step=246000 micro_steps=246000 elapsed=33.5s lr=3.000000e-04 loss=2.7539 loss_recon=2.7539 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5917 corrupt_frac=1.0000 acc_corrupt=0.5917 loss_corrupt=2.7539 wrong_frac=0.5028 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.1929 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.2166 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=744.9422 out_g_norm=0.0111 loss_all=2.7025 init_gold_top10=0.4850 init_gold_top100=0.4905 +step=246100 micro_steps=246100 elapsed=34.9s lr=3.000000e-04 loss=2.7467 loss_recon=2.7467 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5948 corrupt_frac=1.0000 acc_corrupt=0.5948 loss_corrupt=2.7467 wrong_frac=0.4987 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3894 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1894 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=745.0880 out_g_norm=0.0114 loss_all=2.9614 init_gold_top10=0.4656 init_gold_top100=0.4720 +step=246200 micro_steps=246200 elapsed=33.6s lr=3.000000e-04 loss=2.7410 loss_recon=2.7410 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5952 corrupt_frac=1.0000 acc_corrupt=0.5952 loss_corrupt=2.7410 wrong_frac=0.5014 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.1022 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6785 corrupt_frac_t_0p4_0p6=0.2112 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=745.2306 out_g_norm=0.0111 loss_all=2.8381 init_gold_top10=0.5056 init_gold_top100=0.5120 +step=246300 micro_steps=246300 elapsed=33.1s lr=3.000000e-04 loss=2.7418 loss_recon=2.7418 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5939 corrupt_frac=1.0000 acc_corrupt=0.5939 loss_corrupt=2.7418 wrong_frac=0.5005 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3992 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9607 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=745.3713 out_g_norm=0.0110 loss_all=2.2431 init_gold_top10=0.5601 init_gold_top100=0.5644 +step=246400 micro_steps=246400 elapsed=33.9s lr=3.000000e-04 loss=2.7530 loss_recon=2.7530 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7530 wrong_frac=0.4963 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3830 corrupt_frac_t_0p2_0p4=0.1834 acc_corrupt_t_0p4_0p6=0.6679 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=745.5159 out_g_norm=0.0115 loss_all=2.3542 init_gold_top10=0.5540 init_gold_top100=0.5584 +step=246500 micro_steps=246500 elapsed=33.3s lr=3.000000e-04 loss=2.7049 loss_recon=2.7049 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5997 corrupt_frac=1.0000 acc_corrupt=0.5997 loss_corrupt=2.7049 wrong_frac=0.4951 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3969 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=745.6583 out_g_norm=0.0113 loss_all=2.8598 init_gold_top10=0.5026 init_gold_top100=0.5090 +step=246600 micro_steps=246600 elapsed=34.3s lr=3.000000e-04 loss=2.6894 loss_recon=2.6894 loss_meanflow=0.0000 mean_model_t=0.5066 mean_corrupt_t=0.5066 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6007 corrupt_frac=1.0000 acc_corrupt=0.6007 loss_corrupt=2.6894 wrong_frac=0.4935 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.3922 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=745.8000 out_g_norm=0.0113 loss_all=2.7080 init_gold_top10=0.4853 init_gold_top100=0.4889 +step=246700 micro_steps=246700 elapsed=35.0s lr=3.000000e-04 loss=2.7192 loss_recon=2.7192 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5973 corrupt_frac=1.0000 acc_corrupt=0.5973 loss_corrupt=2.7192 wrong_frac=0.5006 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3995 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6740 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8483 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=745.9411 out_g_norm=0.0112 loss_all=2.7144 init_gold_top10=0.5155 init_gold_top100=0.5229 +step=246800 micro_steps=246800 elapsed=33.4s lr=3.000000e-04 loss=2.7613 loss_recon=2.7613 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5916 corrupt_frac=1.0000 acc_corrupt=0.5916 loss_corrupt=2.7613 wrong_frac=0.5056 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3938 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6722 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=746.0967 out_g_norm=0.0116 loss_all=3.2805 init_gold_top10=0.4022 init_gold_top100=0.4113 +step=246900 micro_steps=246900 elapsed=34.1s lr=3.000000e-04 loss=2.8148 loss_recon=2.8148 loss_meanflow=0.0000 mean_model_t=0.4923 mean_corrupt_t=0.4923 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5841 corrupt_frac=1.0000 acc_corrupt=0.5841 loss_corrupt=2.8148 wrong_frac=0.5080 init_acc_corrupt=0.4569 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3852 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=746.2411 out_g_norm=0.0112 loss_all=2.6305 init_gold_top10=0.4991 init_gold_top100=0.5042 +step=247000 micro_steps=247000 elapsed=34.3s lr=3.000000e-04 loss=2.7433 loss_recon=2.7433 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7433 wrong_frac=0.4999 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3872 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=746.3809 out_g_norm=0.0112 loss_all=2.5145 init_gold_top10=0.5077 init_gold_top100=0.5132 +step=247100 micro_steps=247100 elapsed=35.2s lr=3.000000e-04 loss=2.7669 loss_recon=2.7669 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7669 wrong_frac=0.5044 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.1106 corrupt_frac_t_0p0_0p2=0.2105 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.1979 acc_corrupt_t_0p6_0p8=0.8482 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=746.5269 out_g_norm=0.0115 loss_all=2.8369 init_gold_top10=0.4796 init_gold_top100=0.4857 +step=247200 micro_steps=247200 elapsed=33.7s lr=3.000000e-04 loss=2.8247 loss_recon=2.8247 loss_meanflow=0.0000 mean_model_t=0.4900 mean_corrupt_t=0.4900 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5830 corrupt_frac=1.0000 acc_corrupt=0.5830 loss_corrupt=2.8247 wrong_frac=0.5097 init_acc_corrupt=0.4552 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2181 acc_corrupt_t_0p2_0p4=0.3901 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6729 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=746.6715 out_g_norm=0.0113 loss_all=2.9624 init_gold_top10=0.4496 init_gold_top100=0.4557 +step=247300 micro_steps=247300 elapsed=33.4s lr=3.000000e-04 loss=2.7617 loss_recon=2.7617 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5913 corrupt_frac=1.0000 acc_corrupt=0.5913 loss_corrupt=2.7617 wrong_frac=0.5027 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3975 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=746.8170 out_g_norm=0.0112 loss_all=2.3593 init_gold_top10=0.5466 init_gold_top100=0.5504 +step=247400 micro_steps=247400 elapsed=33.5s lr=3.000000e-04 loss=2.7335 loss_recon=2.7335 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5960 corrupt_frac=1.0000 acc_corrupt=0.5960 loss_corrupt=2.7335 wrong_frac=0.4961 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3930 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=746.9637 out_g_norm=0.0112 loss_all=2.7475 init_gold_top10=0.4934 init_gold_top100=0.4988 +step=247500 micro_steps=247500 elapsed=33.4s lr=3.000000e-04 loss=2.6416 loss_recon=2.6416 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6068 corrupt_frac=1.0000 acc_corrupt=0.6068 loss_corrupt=2.6416 wrong_frac=0.4916 init_acc_corrupt=0.4746 acc_corrupt_t_0p0_0p2=0.1081 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3959 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6733 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8481 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=747.1030 out_g_norm=0.0111 loss_all=3.1643 init_gold_top10=0.4525 init_gold_top100=0.4599 +step=247600 micro_steps=247600 elapsed=34.3s lr=3.000000e-04 loss=2.7977 loss_recon=2.7977 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.7977 wrong_frac=0.5056 init_acc_corrupt=0.4587 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6732 corrupt_frac_t_0p4_0p6=0.1998 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=747.2422 out_g_norm=0.0111 loss_all=2.8907 init_gold_top10=0.4484 init_gold_top100=0.4540 +step=247700 micro_steps=247700 elapsed=33.4s lr=3.000000e-04 loss=2.7576 loss_recon=2.7576 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7576 wrong_frac=0.5033 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3864 corrupt_frac_t_0p2_0p4=0.2156 acc_corrupt_t_0p4_0p6=0.6667 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=747.3923 out_g_norm=0.0113 loss_all=2.5687 init_gold_top10=0.5150 init_gold_top100=0.5194 +step=247800 micro_steps=247800 elapsed=33.4s lr=3.000000e-04 loss=2.7074 loss_recon=2.7074 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5984 corrupt_frac=1.0000 acc_corrupt=0.5984 loss_corrupt=2.7074 wrong_frac=0.4950 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.1062 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3789 corrupt_frac_t_0p2_0p4=0.1878 acc_corrupt_t_0p4_0p6=0.6648 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=747.5411 out_g_norm=0.0110 loss_all=2.8047 init_gold_top10=0.4868 init_gold_top100=0.4923 +step=247900 micro_steps=247900 elapsed=34.2s lr=3.000000e-04 loss=2.7239 loss_recon=2.7239 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5976 corrupt_frac=1.0000 acc_corrupt=0.5976 loss_corrupt=2.7239 wrong_frac=0.4952 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.1868 acc_corrupt_t_0p6_0p8=0.8473 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9620 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=747.6833 out_g_norm=0.0112 loss_all=2.4058 init_gold_top10=0.5155 init_gold_top100=0.5199 +step=248000 micro_steps=248000 elapsed=33.5s lr=3.000000e-04 loss=2.7313 loss_recon=2.7313 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5958 corrupt_frac=1.0000 acc_corrupt=0.5958 loss_corrupt=2.7313 wrong_frac=0.4983 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.1866 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=747.8282 out_g_norm=0.0111 loss_all=2.7178 init_gold_top10=0.5028 init_gold_top100=0.5088 +step=248100 micro_steps=248100 elapsed=34.8s lr=3.000000e-04 loss=2.7901 loss_recon=2.7901 loss_meanflow=0.0000 mean_model_t=0.4922 mean_corrupt_t=0.4922 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.7901 wrong_frac=0.5078 init_acc_corrupt=0.4572 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.2078 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1875 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=747.9749 out_g_norm=0.0111 loss_all=3.5063 init_gold_top10=0.3988 init_gold_top100=0.4068 +step=248200 micro_steps=248200 elapsed=33.4s lr=3.000000e-04 loss=2.7180 loss_recon=2.7180 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5959 corrupt_frac=1.0000 acc_corrupt=0.5959 loss_corrupt=2.7180 wrong_frac=0.4993 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=748.1282 out_g_norm=0.0113 loss_all=2.0772 init_gold_top10=0.5848 init_gold_top100=0.5898 +step=248300 micro_steps=248300 elapsed=33.5s lr=3.000000e-04 loss=2.8065 loss_recon=2.8065 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5857 corrupt_frac=1.0000 acc_corrupt=0.5857 loss_corrupt=2.8065 wrong_frac=0.5061 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1932 out_w_norm=748.2820 out_g_norm=0.0111 loss_all=2.3193 init_gold_top10=0.5445 init_gold_top100=0.5491 +step=248400 micro_steps=248400 elapsed=33.3s lr=3.000000e-04 loss=2.7333 loss_recon=2.7333 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7333 wrong_frac=0.4971 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6729 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=748.4278 out_g_norm=0.0113 loss_all=2.4184 init_gold_top10=0.5324 init_gold_top100=0.5362 +step=248500 micro_steps=248500 elapsed=33.2s lr=3.000000e-04 loss=2.7449 loss_recon=2.7449 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5940 corrupt_frac=1.0000 acc_corrupt=0.5940 loss_corrupt=2.7449 wrong_frac=0.4997 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.1004 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3925 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6741 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8485 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=748.5722 out_g_norm=0.0115 loss_all=2.8321 init_gold_top10=0.4829 init_gold_top100=0.4908 +step=248600 micro_steps=248600 elapsed=33.3s lr=3.000000e-04 loss=2.7982 loss_recon=2.7982 loss_meanflow=0.0000 mean_model_t=0.4935 mean_corrupt_t=0.4935 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5860 corrupt_frac=1.0000 acc_corrupt=0.5860 loss_corrupt=2.7982 wrong_frac=0.5065 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.1035 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3928 corrupt_frac_t_0p2_0p4=0.2017 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9602 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=748.7180 out_g_norm=0.0111 loss_all=2.6109 init_gold_top10=0.4887 init_gold_top100=0.4964 +step=248700 micro_steps=248700 elapsed=33.4s lr=3.000000e-04 loss=2.7438 loss_recon=2.7438 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7438 wrong_frac=0.4964 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1085 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=748.8624 out_g_norm=0.0109 loss_all=3.1794 init_gold_top10=0.4394 init_gold_top100=0.4465 +step=248800 micro_steps=248800 elapsed=33.3s lr=3.000000e-04 loss=2.7383 loss_recon=2.7383 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5951 corrupt_frac=1.0000 acc_corrupt=0.5951 loss_corrupt=2.7383 wrong_frac=0.4980 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3831 corrupt_frac_t_0p2_0p4=0.1862 acc_corrupt_t_0p4_0p6=0.6720 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=749.0135 out_g_norm=0.0113 loss_all=2.5294 init_gold_top10=0.5294 init_gold_top100=0.5349 +step=248900 micro_steps=248900 elapsed=33.3s lr=3.000000e-04 loss=2.7650 loss_recon=2.7650 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7650 wrong_frac=0.5035 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3840 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6741 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2017 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=749.1618 out_g_norm=0.0112 loss_all=2.2116 init_gold_top10=0.5371 init_gold_top100=0.5414 +step=249000 micro_steps=249000 elapsed=33.3s lr=3.000000e-04 loss=2.7992 loss_recon=2.7992 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.7992 wrong_frac=0.5039 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.1074 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3812 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6656 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=749.3120 out_g_norm=0.0110 loss_all=2.1095 init_gold_top10=0.5831 init_gold_top100=0.5877 +step=249100 micro_steps=249100 elapsed=34.7s lr=3.000000e-04 loss=2.6924 loss_recon=2.6924 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5997 corrupt_frac=1.0000 acc_corrupt=0.5997 loss_corrupt=2.6924 wrong_frac=0.4959 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.4002 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=749.4598 out_g_norm=0.0112 loss_all=3.4214 init_gold_top10=0.4013 init_gold_top100=0.4092 +step=249200 micro_steps=249200 elapsed=33.2s lr=3.000000e-04 loss=2.7760 loss_recon=2.7760 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5907 corrupt_frac=1.0000 acc_corrupt=0.5907 loss_corrupt=2.7760 wrong_frac=0.5033 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.1086 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3819 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.2001 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=749.6028 out_g_norm=0.0113 loss_all=2.4062 init_gold_top10=0.5402 init_gold_top100=0.5459 +step=249300 micro_steps=249300 elapsed=33.3s lr=3.000000e-04 loss=2.7321 loss_recon=2.7321 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5946 corrupt_frac=1.0000 acc_corrupt=0.5946 loss_corrupt=2.7321 wrong_frac=0.4998 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3944 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=749.7471 out_g_norm=0.0111 loss_all=2.7030 init_gold_top10=0.5006 init_gold_top100=0.5056 +step=249400 micro_steps=249400 elapsed=33.2s lr=3.000000e-04 loss=2.7681 loss_recon=2.7681 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7681 wrong_frac=0.5052 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3971 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.2128 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=749.8926 out_g_norm=0.0110 loss_all=2.5402 init_gold_top10=0.4689 init_gold_top100=0.4730 +step=249500 micro_steps=249500 elapsed=33.1s lr=3.000000e-04 loss=2.8028 loss_recon=2.8028 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5868 corrupt_frac=1.0000 acc_corrupt=0.5868 loss_corrupt=2.8028 wrong_frac=0.5068 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.2166 acc_corrupt_t_0p2_0p4=0.3967 corrupt_frac_t_0p2_0p4=0.1910 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.1944 acc_corrupt_t_0p6_0p8=0.8474 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1884 out_w_norm=750.0311 out_g_norm=0.0115 loss_all=3.1994 init_gold_top10=0.4514 init_gold_top100=0.4587 +step=249600 micro_steps=249600 elapsed=33.2s lr=3.000000e-04 loss=2.6844 loss_recon=2.6844 loss_meanflow=0.0000 mean_model_t=0.5089 mean_corrupt_t=0.5089 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6021 corrupt_frac=1.0000 acc_corrupt=0.6021 loss_corrupt=2.6844 wrong_frac=0.4913 init_acc_corrupt=0.4751 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3870 corrupt_frac_t_0p2_0p4=0.1828 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2115 out_w_norm=750.1718 out_g_norm=0.0112 loss_all=2.5826 init_gold_top10=0.5183 init_gold_top100=0.5245 +step=249700 micro_steps=249700 elapsed=33.1s lr=3.000000e-04 loss=2.7191 loss_recon=2.7191 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5958 corrupt_frac=1.0000 acc_corrupt=0.5958 loss_corrupt=2.7191 wrong_frac=0.4973 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3925 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6726 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8480 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=750.3240 out_g_norm=0.0110 loss_all=3.0493 init_gold_top10=0.4673 init_gold_top100=0.4745 +step=249800 micro_steps=249800 elapsed=33.2s lr=3.000000e-04 loss=2.7059 loss_recon=2.7059 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5988 corrupt_frac=1.0000 acc_corrupt=0.5988 loss_corrupt=2.7059 wrong_frac=0.4955 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.1093 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3913 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6737 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=750.4731 out_g_norm=0.0113 loss_all=2.2165 init_gold_top10=0.5333 init_gold_top100=0.5357 +step=249900 micro_steps=249900 elapsed=33.1s lr=3.000000e-04 loss=2.7575 loss_recon=2.7575 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5915 corrupt_frac=1.0000 acc_corrupt=0.5915 loss_corrupt=2.7575 wrong_frac=0.5009 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3854 corrupt_frac_t_0p2_0p4=0.2159 acc_corrupt_t_0p4_0p6=0.6735 corrupt_frac_t_0p4_0p6=0.1869 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.2001 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=750.6147 out_g_norm=0.0110 loss_all=2.3278 init_gold_top10=0.5441 init_gold_top100=0.5483 +step=250000 micro_steps=250000 elapsed=33.2s lr=3.000000e-04 loss=2.7516 loss_recon=2.7516 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5933 corrupt_frac=1.0000 acc_corrupt=0.5933 loss_corrupt=2.7516 wrong_frac=0.5002 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.3932 corrupt_frac_t_0p2_0p4=0.1888 acc_corrupt_t_0p4_0p6=0.6685 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=750.7591 out_g_norm=0.0110 loss_all=2.5787 init_gold_top10=0.5284 init_gold_top100=0.5332 +step=250100 micro_steps=250100 elapsed=49.7s lr=3.000000e-04 loss=2.7213 loss_recon=2.7213 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5964 corrupt_frac=1.0000 acc_corrupt=0.5964 loss_corrupt=2.7213 wrong_frac=0.4973 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3932 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.1859 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=750.9091 out_g_norm=0.0113 loss_all=2.0944 init_gold_top10=0.5684 init_gold_top100=0.5715 +step=250200 micro_steps=250200 elapsed=53.4s lr=3.000000e-04 loss=2.7332 loss_recon=2.7332 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5931 corrupt_frac=1.0000 acc_corrupt=0.5931 loss_corrupt=2.7332 wrong_frac=0.5022 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.1073 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6782 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2072 out_w_norm=751.0502 out_g_norm=0.0112 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1907 loss_all=2.7888 init_gold_top10=0.4824 init_gold_top100=0.4870 +step=250300 micro_steps=250300 elapsed=53.3s lr=3.000000e-04 loss=2.7315 loss_recon=2.7315 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5957 corrupt_frac=1.0000 acc_corrupt=0.5957 loss_corrupt=2.7315 wrong_frac=0.4966 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3869 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9604 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=751.2003 out_g_norm=0.0111 loss_all=2.6241 init_gold_top10=0.5043 init_gold_top100=0.5101 +step=250400 micro_steps=250400 elapsed=53.3s lr=3.000000e-04 loss=2.6822 loss_recon=2.6822 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6032 corrupt_frac=1.0000 acc_corrupt=0.6032 loss_corrupt=2.6822 wrong_frac=0.4912 init_acc_corrupt=0.4747 acc_corrupt_t_0p0_0p2=0.1100 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3977 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6724 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2116 out_w_norm=751.3440 out_g_norm=0.0110 loss_all=2.7076 init_gold_top10=0.5281 init_gold_top100=0.5348 +step=250500 micro_steps=250500 elapsed=53.1s lr=3.000000e-04 loss=2.7138 loss_recon=2.7138 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5974 corrupt_frac=1.0000 acc_corrupt=0.5974 loss_corrupt=2.7138 wrong_frac=0.5034 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1084 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.4023 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6757 corrupt_frac_t_0p4_0p6=0.2219 acc_corrupt_t_0p6_0p8=0.8494 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9602 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=751.4843 out_g_norm=0.0113 loss_all=2.4586 init_gold_top10=0.5351 init_gold_top100=0.5411 +step=250600 micro_steps=250600 elapsed=53.0s lr=3.000000e-04 loss=2.7170 loss_recon=2.7170 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5978 corrupt_frac=1.0000 acc_corrupt=0.5978 loss_corrupt=2.7170 wrong_frac=0.4964 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3987 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6739 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8468 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9601 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=751.6228 out_g_norm=0.0112 loss_all=3.8451 init_gold_top10=0.3819 init_gold_top100=0.3901 +step=250700 micro_steps=250700 elapsed=53.3s lr=3.000000e-04 loss=2.7420 loss_recon=2.7420 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5933 corrupt_frac=1.0000 acc_corrupt=0.5933 loss_corrupt=2.7420 wrong_frac=0.5032 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6751 corrupt_frac_t_0p4_0p6=0.2106 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1903 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=751.7762 out_g_norm=0.0112 loss_all=2.6217 init_gold_top10=0.5164 init_gold_top100=0.5224 +step=250800 micro_steps=250800 elapsed=49.8s lr=3.000000e-04 loss=2.7380 loss_recon=2.7380 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7380 wrong_frac=0.4989 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3884 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6738 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=751.9262 out_g_norm=0.0110 loss_all=2.9427 init_gold_top10=0.5004 init_gold_top100=0.5079 +step=250900 micro_steps=250900 elapsed=33.3s lr=3.000000e-04 loss=2.8096 loss_recon=2.8096 loss_meanflow=0.0000 mean_model_t=0.4932 mean_corrupt_t=0.4932 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5858 corrupt_frac=1.0000 acc_corrupt=0.5858 loss_corrupt=2.8096 wrong_frac=0.5068 init_acc_corrupt=0.4571 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.3855 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6692 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=752.0698 out_g_norm=0.0112 loss_all=2.9013 init_gold_top10=0.4882 init_gold_top100=0.4952 +step=251000 micro_steps=251000 elapsed=33.4s lr=3.000000e-04 loss=2.7484 loss_recon=2.7484 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7484 wrong_frac=0.4970 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3842 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.1878 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2131 out_w_norm=752.2129 out_g_norm=0.0112 loss_all=2.1456 init_gold_top10=0.5756 init_gold_top100=0.5798 +step=251100 micro_steps=251100 elapsed=34.6s lr=3.000000e-04 loss=2.7987 loss_recon=2.7987 loss_meanflow=0.0000 mean_model_t=0.4950 mean_corrupt_t=0.4950 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5876 corrupt_frac=1.0000 acc_corrupt=0.5876 loss_corrupt=2.7987 wrong_frac=0.5046 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6772 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=752.3565 out_g_norm=0.0112 loss_all=3.2791 init_gold_top10=0.4667 init_gold_top100=0.4742 +step=251200 micro_steps=251200 elapsed=33.3s lr=3.000000e-04 loss=2.7029 loss_recon=2.7029 loss_meanflow=0.0000 mean_model_t=0.5071 mean_corrupt_t=0.5071 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6008 corrupt_frac=1.0000 acc_corrupt=0.6008 loss_corrupt=2.7029 wrong_frac=0.4929 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3870 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6739 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2119 out_w_norm=752.5019 out_g_norm=0.0111 loss_all=2.2104 init_gold_top10=0.5566 init_gold_top100=0.5609 +step=251300 micro_steps=251300 elapsed=33.2s lr=3.000000e-04 loss=2.7861 loss_recon=2.7861 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5894 corrupt_frac=1.0000 acc_corrupt=0.5894 loss_corrupt=2.7861 wrong_frac=0.5006 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3816 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.1800 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2188 out_w_norm=752.6512 out_g_norm=0.0110 loss_all=3.7179 init_gold_top10=0.3891 init_gold_top100=0.3957 +step=251400 micro_steps=251400 elapsed=33.3s lr=3.000000e-04 loss=2.7365 loss_recon=2.7365 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7365 wrong_frac=0.4998 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3901 corrupt_frac_t_0p2_0p4=0.2004 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=752.7996 out_g_norm=0.0110 loss_all=1.9940 init_gold_top10=0.6020 init_gold_top100=0.6064 +step=251500 micro_steps=251500 elapsed=33.3s lr=3.000000e-04 loss=2.7959 loss_recon=2.7959 loss_meanflow=0.0000 mean_model_t=0.4931 mean_corrupt_t=0.4931 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5875 corrupt_frac=1.0000 acc_corrupt=0.5875 loss_corrupt=2.7959 wrong_frac=0.5071 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3938 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6672 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8479 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=752.9274 out_g_norm=0.0112 loss_all=3.3923 init_gold_top10=0.4358 init_gold_top100=0.4456 +step=251600 micro_steps=251600 elapsed=33.3s lr=3.000000e-04 loss=2.7716 loss_recon=2.7716 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5905 corrupt_frac=1.0000 acc_corrupt=0.5905 loss_corrupt=2.7716 wrong_frac=0.5046 init_acc_corrupt=0.4602 acc_corrupt_t_0p0_0p2=0.1061 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3868 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6757 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=753.0616 out_g_norm=0.0111 loss_all=2.5386 init_gold_top10=0.5323 init_gold_top100=0.5387 +step=251700 micro_steps=251700 elapsed=33.3s lr=3.000000e-04 loss=2.8582 loss_recon=2.8582 loss_meanflow=0.0000 mean_model_t=0.4879 mean_corrupt_t=0.4879 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5791 corrupt_frac=1.0000 acc_corrupt=0.5791 loss_corrupt=2.8582 wrong_frac=0.5122 init_acc_corrupt=0.4515 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.2191 acc_corrupt_t_0p2_0p4=0.3906 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.1884 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=753.2078 out_g_norm=0.0109 loss_all=1.8439 init_gold_top10=0.6224 init_gold_top100=0.6253 +step=251800 micro_steps=251800 elapsed=33.4s lr=3.000000e-04 loss=2.7401 loss_recon=2.7401 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7401 wrong_frac=0.5025 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3930 corrupt_frac_t_0p2_0p4=0.2011 acc_corrupt_t_0p4_0p6=0.6744 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=753.3474 out_g_norm=0.0112 loss_all=2.4538 init_gold_top10=0.5284 init_gold_top100=0.5350 +step=251900 micro_steps=251900 elapsed=33.4s lr=3.000000e-04 loss=2.7409 loss_recon=2.7409 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5931 corrupt_frac=1.0000 acc_corrupt=0.5931 loss_corrupt=2.7409 wrong_frac=0.5000 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.1073 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3948 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8486 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=753.4970 out_g_norm=0.0112 loss_all=3.3273 init_gold_top10=0.4444 init_gold_top100=0.4520 +step=252000 micro_steps=252000 elapsed=33.3s lr=3.000000e-04 loss=2.7750 loss_recon=2.7750 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5895 corrupt_frac=1.0000 acc_corrupt=0.5895 loss_corrupt=2.7750 wrong_frac=0.5043 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2045 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8475 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9604 corrupt_frac_t_0p8_1p0=0.2004 out_w_norm=753.6380 out_g_norm=0.0111 loss_all=3.0029 init_gold_top10=0.4607 init_gold_top100=0.4666 +step=252100 micro_steps=252100 elapsed=34.7s lr=3.000000e-04 loss=2.8055 loss_recon=2.8055 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5854 corrupt_frac=1.0000 acc_corrupt=0.5854 loss_corrupt=2.8055 wrong_frac=0.5063 init_acc_corrupt=0.4567 acc_corrupt_t_0p0_0p2=0.1089 corrupt_frac_t_0p0_0p2=0.2105 acc_corrupt_t_0p2_0p4=0.3819 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1894 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=753.7806 out_g_norm=0.0112 loss_all=2.4201 init_gold_top10=0.4944 init_gold_top100=0.4982 +step=252200 micro_steps=252200 elapsed=33.2s lr=3.000000e-04 loss=2.7445 loss_recon=2.7445 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5937 corrupt_frac=1.0000 acc_corrupt=0.5937 loss_corrupt=2.7445 wrong_frac=0.4999 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1119 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=753.9123 out_g_norm=0.0110 loss_all=2.5600 init_gold_top10=0.4818 init_gold_top100=0.4877 +step=252300 micro_steps=252300 elapsed=33.1s lr=3.000000e-04 loss=2.7737 loss_recon=2.7737 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.7737 wrong_frac=0.5045 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=754.0538 out_g_norm=0.0110 loss_all=2.8408 init_gold_top10=0.4821 init_gold_top100=0.4872 +step=252400 micro_steps=252400 elapsed=33.1s lr=3.000000e-04 loss=2.7642 loss_recon=2.7642 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7642 wrong_frac=0.5027 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3884 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6738 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1878 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=754.1968 out_g_norm=0.0112 loss_all=2.7298 init_gold_top10=0.4882 init_gold_top100=0.4937 +step=252500 micro_steps=252500 elapsed=33.1s lr=3.000000e-04 loss=2.7364 loss_recon=2.7364 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5961 corrupt_frac=1.0000 acc_corrupt=0.5961 loss_corrupt=2.7364 wrong_frac=0.4962 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3871 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6710 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2144 out_w_norm=754.3452 out_g_norm=0.0113 loss_all=2.4190 init_gold_top10=0.5196 init_gold_top100=0.5240 +step=252600 micro_steps=252600 elapsed=33.2s lr=3.000000e-04 loss=2.7562 loss_recon=2.7562 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5924 corrupt_frac=1.0000 acc_corrupt=0.5924 loss_corrupt=2.7562 wrong_frac=0.5006 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.3893 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6628 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.2119 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=754.4920 out_g_norm=0.0112 loss_all=3.2476 init_gold_top10=0.4097 init_gold_top100=0.4151 +step=252700 micro_steps=252700 elapsed=33.1s lr=3.000000e-04 loss=2.7251 loss_recon=2.7251 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5965 corrupt_frac=1.0000 acc_corrupt=0.5965 loss_corrupt=2.7251 wrong_frac=0.4985 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1049 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3890 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6736 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=754.6316 out_g_norm=0.0112 loss_all=2.2889 init_gold_top10=0.5560 init_gold_top100=0.5606 +step=252800 micro_steps=252800 elapsed=33.1s lr=3.000000e-04 loss=2.7811 loss_recon=2.7811 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7811 wrong_frac=0.5063 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.4026 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6722 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8481 corrupt_frac_t_0p6_0p8=0.1812 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=754.7769 out_g_norm=0.0110 loss_all=3.2047 init_gold_top10=0.4308 init_gold_top100=0.4381 +step=252900 micro_steps=252900 elapsed=33.2s lr=3.000000e-04 loss=2.6897 loss_recon=2.6897 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5998 corrupt_frac=1.0000 acc_corrupt=0.5998 loss_corrupt=2.6897 wrong_frac=0.4935 init_acc_corrupt=0.4729 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3849 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8481 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=754.9207 out_g_norm=0.0112 loss_all=2.0435 init_gold_top10=0.5817 init_gold_top100=0.5849 +step=253000 micro_steps=253000 elapsed=33.1s lr=3.000000e-04 loss=2.7725 loss_recon=2.7725 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5907 corrupt_frac=1.0000 acc_corrupt=0.5907 loss_corrupt=2.7725 wrong_frac=0.5043 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.1098 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6762 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.1884 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=755.0629 out_g_norm=0.0113 loss_all=3.5887 init_gold_top10=0.4076 init_gold_top100=0.4142 +step=253100 micro_steps=253100 elapsed=34.5s lr=3.000000e-04 loss=2.8232 loss_recon=2.8232 loss_meanflow=0.0000 mean_model_t=0.4906 mean_corrupt_t=0.4906 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5825 corrupt_frac=1.0000 acc_corrupt=0.5825 loss_corrupt=2.8232 wrong_frac=0.5093 init_acc_corrupt=0.4549 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2061 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.2128 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1828 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=755.2062 out_g_norm=0.0109 loss_all=3.3364 init_gold_top10=0.4312 init_gold_top100=0.4378 +step=253200 micro_steps=253200 elapsed=33.2s lr=3.000000e-04 loss=2.7527 loss_recon=2.7527 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5920 corrupt_frac=1.0000 acc_corrupt=0.5920 loss_corrupt=2.7527 wrong_frac=0.5017 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3857 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1982 out_w_norm=755.3479 out_g_norm=0.0109 loss_all=2.6197 init_gold_top10=0.5068 init_gold_top100=0.5110 +step=253300 micro_steps=253300 elapsed=33.2s lr=3.000000e-04 loss=2.7219 loss_recon=2.7219 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5963 corrupt_frac=1.0000 acc_corrupt=0.5963 loss_corrupt=2.7219 wrong_frac=0.4984 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1023 corrupt_frac_t_0p0_0p2=0.1992 acc_corrupt_t_0p2_0p4=0.3962 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=755.4935 out_g_norm=0.0112 loss_all=3.4844 init_gold_top10=0.3958 init_gold_top100=0.4040 +step=253400 micro_steps=253400 elapsed=33.3s lr=3.000000e-04 loss=2.7131 loss_recon=2.7131 loss_meanflow=0.0000 mean_model_t=0.5063 mean_corrupt_t=0.5063 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5988 corrupt_frac=1.0000 acc_corrupt=0.5988 loss_corrupt=2.7131 wrong_frac=0.4942 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6724 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=755.6317 out_g_norm=0.0110 loss_all=2.5921 init_gold_top10=0.5013 init_gold_top100=0.5064 +step=253500 micro_steps=253500 elapsed=33.2s lr=3.000000e-04 loss=2.7274 loss_recon=2.7274 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5966 corrupt_frac=1.0000 acc_corrupt=0.5966 loss_corrupt=2.7274 wrong_frac=0.4962 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.1069 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3904 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2143 out_w_norm=755.7651 out_g_norm=0.0109 loss_all=3.4954 init_gold_top10=0.4080 init_gold_top100=0.4137 +step=253600 micro_steps=253600 elapsed=33.1s lr=3.000000e-04 loss=2.7010 loss_recon=2.7010 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5996 corrupt_frac=1.0000 acc_corrupt=0.5996 loss_corrupt=2.7010 wrong_frac=0.4948 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.1935 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=755.9161 out_g_norm=0.0110 loss_all=2.4490 init_gold_top10=0.5466 init_gold_top100=0.5511 +step=253700 micro_steps=253700 elapsed=33.2s lr=3.000000e-04 loss=2.7743 loss_recon=2.7743 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7743 wrong_frac=0.5037 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3915 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=756.0585 out_g_norm=0.0111 loss_all=2.8602 init_gold_top10=0.4563 init_gold_top100=0.4617 +step=253800 micro_steps=253800 elapsed=33.2s lr=3.000000e-04 loss=2.7556 loss_recon=2.7556 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5918 corrupt_frac=1.0000 acc_corrupt=0.5918 loss_corrupt=2.7556 wrong_frac=0.5002 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3924 corrupt_frac_t_0p2_0p4=0.2106 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=756.1918 out_g_norm=0.0111 loss_all=2.9473 init_gold_top10=0.4927 init_gold_top100=0.5009 +step=253900 micro_steps=253900 elapsed=33.2s lr=3.000000e-04 loss=2.7018 loss_recon=2.7018 loss_meanflow=0.0000 mean_model_t=0.5058 mean_corrupt_t=0.5058 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5998 corrupt_frac=1.0000 acc_corrupt=0.5998 loss_corrupt=2.7018 wrong_frac=0.4944 init_acc_corrupt=0.4717 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.3822 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6747 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=756.3358 out_g_norm=0.0112 loss_all=2.8067 init_gold_top10=0.4709 init_gold_top100=0.4745 +step=254000 micro_steps=254000 elapsed=33.2s lr=3.000000e-04 loss=2.7539 loss_recon=2.7539 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5936 corrupt_frac=1.0000 acc_corrupt=0.5936 loss_corrupt=2.7539 wrong_frac=0.4990 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3930 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6657 corrupt_frac_t_0p4_0p6=0.1856 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=756.4877 out_g_norm=0.0110 loss_all=2.9379 init_gold_top10=0.4427 init_gold_top100=0.4490 +step=254100 micro_steps=254100 elapsed=34.9s lr=3.000000e-04 loss=2.7468 loss_recon=2.7468 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7468 wrong_frac=0.4986 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3851 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6725 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1926 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2097 out_w_norm=756.6321 out_g_norm=0.0109 loss_all=2.6761 init_gold_top10=0.4920 init_gold_top100=0.4970 +step=254200 micro_steps=254200 elapsed=33.4s lr=3.000000e-04 loss=2.7618 loss_recon=2.7618 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5934 corrupt_frac=1.0000 acc_corrupt=0.5934 loss_corrupt=2.7618 wrong_frac=0.5006 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.1141 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.3914 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6762 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=756.7691 out_g_norm=0.0112 loss_all=2.4640 init_gold_top10=0.5451 init_gold_top100=0.5502 +step=254300 micro_steps=254300 elapsed=33.4s lr=3.000000e-04 loss=2.7919 loss_recon=2.7919 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7919 wrong_frac=0.5054 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3904 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=756.9118 out_g_norm=0.0111 loss_all=2.9397 init_gold_top10=0.4603 init_gold_top100=0.4671 +step=254400 micro_steps=254400 elapsed=33.5s lr=3.000000e-04 loss=2.7614 loss_recon=2.7614 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5908 corrupt_frac=1.0000 acc_corrupt=0.5908 loss_corrupt=2.7614 wrong_frac=0.5047 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3977 corrupt_frac_t_0p2_0p4=0.1973 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1859 out_w_norm=757.0673 out_g_norm=0.0109 loss_all=2.7953 init_gold_top10=0.4777 init_gold_top100=0.4837 +step=254500 micro_steps=254500 elapsed=33.4s lr=3.000000e-04 loss=2.7332 loss_recon=2.7332 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7332 wrong_frac=0.4971 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3911 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6684 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=757.2104 out_g_norm=0.0109 loss_all=2.6188 init_gold_top10=0.5381 init_gold_top100=0.5439 +step=254600 micro_steps=254600 elapsed=33.2s lr=3.000000e-04 loss=2.7395 loss_recon=2.7395 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7395 wrong_frac=0.4977 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3812 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6664 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8484 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=757.3605 out_g_norm=0.0111 loss_all=2.8808 init_gold_top10=0.4659 init_gold_top100=0.4722 +step=254700 micro_steps=254700 elapsed=33.2s lr=3.000000e-04 loss=2.7241 loss_recon=2.7241 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5968 corrupt_frac=1.0000 acc_corrupt=0.5968 loss_corrupt=2.7241 wrong_frac=0.4973 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2122 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=757.5017 out_g_norm=0.0112 loss_all=3.2671 init_gold_top10=0.4461 init_gold_top100=0.4531 +step=254800 micro_steps=254800 elapsed=33.1s lr=3.000000e-04 loss=2.7281 loss_recon=2.7281 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7281 wrong_frac=0.5008 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1071 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3964 corrupt_frac_t_0p2_0p4=0.2061 acc_corrupt_t_0p4_0p6=0.6733 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=757.6391 out_g_norm=0.0111 loss_all=2.7175 init_gold_top10=0.4568 init_gold_top100=0.4639 +step=254900 micro_steps=254900 elapsed=33.3s lr=3.000000e-04 loss=2.7266 loss_recon=2.7266 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5957 corrupt_frac=1.0000 acc_corrupt=0.5957 loss_corrupt=2.7266 wrong_frac=0.4992 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1090 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3947 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6658 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=757.7789 out_g_norm=0.0110 loss_all=2.2032 init_gold_top10=0.5794 init_gold_top100=0.5851 +step=255000 micro_steps=255000 elapsed=33.1s lr=3.000000e-04 loss=2.7136 loss_recon=2.7136 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5980 corrupt_frac=1.0000 acc_corrupt=0.5980 loss_corrupt=2.7136 wrong_frac=0.4989 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.3973 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6762 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=757.9220 out_g_norm=0.0110 loss_all=2.7280 init_gold_top10=0.4769 init_gold_top100=0.4824 +step=255100 micro_steps=255100 elapsed=34.5s lr=3.000000e-04 loss=2.7019 loss_recon=2.7019 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6001 corrupt_frac=1.0000 acc_corrupt=0.6001 loss_corrupt=2.7019 wrong_frac=0.4935 init_acc_corrupt=0.4740 acc_corrupt_t_0p0_0p2=0.0996 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3810 corrupt_frac_t_0p2_0p4=0.1812 acc_corrupt_t_0p4_0p6=0.6742 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2106 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=758.0614 out_g_norm=0.0110 loss_all=2.4438 init_gold_top10=0.5222 init_gold_top100=0.5277 +step=255200 micro_steps=255200 elapsed=33.2s lr=3.000000e-04 loss=2.7111 loss_recon=2.7111 loss_meanflow=0.0000 mean_model_t=0.5065 mean_corrupt_t=0.5065 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5995 corrupt_frac=1.0000 acc_corrupt=0.5995 loss_corrupt=2.7111 wrong_frac=0.4936 init_acc_corrupt=0.4731 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3891 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2122 out_w_norm=758.1992 out_g_norm=0.0111 loss_all=2.4972 init_gold_top10=0.5117 init_gold_top100=0.5169 +step=255300 micro_steps=255300 elapsed=33.2s lr=3.000000e-04 loss=2.8401 loss_recon=2.8401 loss_meanflow=0.0000 mean_model_t=0.4900 mean_corrupt_t=0.4900 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5823 corrupt_frac=1.0000 acc_corrupt=0.5823 loss_corrupt=2.8401 wrong_frac=0.5100 init_acc_corrupt=0.4546 acc_corrupt_t_0p0_0p2=0.1008 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6708 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=758.3466 out_g_norm=0.0111 loss_all=3.0033 init_gold_top10=0.4566 init_gold_top100=0.4652 +step=255400 micro_steps=255400 elapsed=33.4s lr=3.000000e-04 loss=2.7374 loss_recon=2.7374 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5958 corrupt_frac=1.0000 acc_corrupt=0.5958 loss_corrupt=2.7374 wrong_frac=0.4986 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3880 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6654 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=758.4863 out_g_norm=0.0110 loss_all=2.7221 init_gold_top10=0.4695 init_gold_top100=0.4777 +step=255500 micro_steps=255500 elapsed=33.3s lr=3.000000e-04 loss=2.7474 loss_recon=2.7474 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7474 wrong_frac=0.5005 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3951 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=758.6291 out_g_norm=0.0109 loss_all=3.0643 init_gold_top10=0.4497 init_gold_top100=0.4564 +step=255600 micro_steps=255600 elapsed=33.4s lr=3.000000e-04 loss=2.7106 loss_recon=2.7106 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5982 corrupt_frac=1.0000 acc_corrupt=0.5982 loss_corrupt=2.7106 wrong_frac=0.4948 init_acc_corrupt=0.4710 acc_corrupt_t_0p0_0p2=0.1069 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3881 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6729 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2093 out_w_norm=758.7742 out_g_norm=0.0110 loss_all=2.0286 init_gold_top10=0.5796 init_gold_top100=0.5838 +step=255700 micro_steps=255700 elapsed=33.3s lr=3.000000e-04 loss=2.7109 loss_recon=2.7109 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5990 corrupt_frac=1.0000 acc_corrupt=0.5990 loss_corrupt=2.7109 wrong_frac=0.4933 init_acc_corrupt=0.4731 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3867 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=758.9176 out_g_norm=0.0110 loss_all=3.1231 init_gold_top10=0.4550 init_gold_top100=0.4637 +step=255800 micro_steps=255800 elapsed=33.4s lr=3.000000e-04 loss=2.7408 loss_recon=2.7408 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5936 corrupt_frac=1.0000 acc_corrupt=0.5936 loss_corrupt=2.7408 wrong_frac=0.5005 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3874 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6715 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8468 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=759.0549 out_g_norm=0.0110 loss_all=2.3797 init_gold_top10=0.5443 init_gold_top100=0.5504 +step=255900 micro_steps=255900 elapsed=33.3s lr=3.000000e-04 loss=2.7730 loss_recon=2.7730 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5901 corrupt_frac=1.0000 acc_corrupt=0.5901 loss_corrupt=2.7730 wrong_frac=0.5046 init_acc_corrupt=0.4602 acc_corrupt_t_0p0_0p2=0.1069 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6762 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=759.1983 out_g_norm=0.0110 loss_all=3.0914 init_gold_top10=0.4572 init_gold_top100=0.4649 +step=256000 micro_steps=256000 elapsed=33.3s lr=3.000000e-04 loss=2.7282 loss_recon=2.7282 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5960 corrupt_frac=1.0000 acc_corrupt=0.5960 loss_corrupt=2.7282 wrong_frac=0.4990 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1032 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=759.3334 out_g_norm=0.0112 loss_all=2.5695 init_gold_top10=0.5046 init_gold_top100=0.5093 +step=256100 micro_steps=256100 elapsed=34.7s lr=3.000000e-04 loss=2.7585 loss_recon=2.7585 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5921 corrupt_frac=1.0000 acc_corrupt=0.5921 loss_corrupt=2.7585 wrong_frac=0.5001 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3830 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=759.4795 out_g_norm=0.0110 loss_all=2.5253 init_gold_top10=0.5215 init_gold_top100=0.5266 +step=256200 micro_steps=256200 elapsed=33.3s lr=3.000000e-04 loss=2.6508 loss_recon=2.6508 loss_meanflow=0.0000 mean_model_t=0.5062 mean_corrupt_t=0.5062 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6044 corrupt_frac=1.0000 acc_corrupt=0.6044 loss_corrupt=2.6508 wrong_frac=0.4940 init_acc_corrupt=0.4726 acc_corrupt_t_0p0_0p2=0.1098 corrupt_frac_t_0p0_0p2=0.1859 acc_corrupt_t_0p2_0p4=0.3965 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.2094 acc_corrupt_t_0p6_0p8=0.8474 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=759.6193 out_g_norm=0.0110 loss_all=2.4518 init_gold_top10=0.5284 init_gold_top100=0.5341 +step=256300 micro_steps=256300 elapsed=33.2s lr=3.000000e-04 loss=2.7829 loss_recon=2.7829 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5892 corrupt_frac=1.0000 acc_corrupt=0.5892 loss_corrupt=2.7829 wrong_frac=0.5052 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.1096 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=759.7650 out_g_norm=0.0111 loss_all=2.7008 init_gold_top10=0.5482 init_gold_top100=0.5530 +step=256400 micro_steps=256400 elapsed=33.1s lr=3.000000e-04 loss=2.7446 loss_recon=2.7446 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7446 wrong_frac=0.4991 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.1019 corrupt_frac_t_0p0_0p2=0.2058 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6763 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1875 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=759.9066 out_g_norm=0.0110 loss_all=2.4332 init_gold_top10=0.5421 init_gold_top100=0.5454 +step=256500 micro_steps=256500 elapsed=33.2s lr=3.000000e-04 loss=2.7612 loss_recon=2.7612 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7612 wrong_frac=0.5015 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1026 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=760.0571 out_g_norm=0.0110 loss_all=2.1754 init_gold_top10=0.4932 init_gold_top100=0.4972 +step=256600 micro_steps=256600 elapsed=33.4s lr=3.000000e-04 loss=2.7253 loss_recon=2.7253 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5967 corrupt_frac=1.0000 acc_corrupt=0.5967 loss_corrupt=2.7253 wrong_frac=0.4996 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1072 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.3951 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6732 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=760.1975 out_g_norm=0.0110 loss_all=2.1995 init_gold_top10=0.5551 init_gold_top100=0.5594 +step=256700 micro_steps=256700 elapsed=33.5s lr=3.000000e-04 loss=2.6568 loss_recon=2.6568 loss_meanflow=0.0000 mean_model_t=0.5090 mean_corrupt_t=0.5090 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6043 corrupt_frac=1.0000 acc_corrupt=0.6043 loss_corrupt=2.6568 wrong_frac=0.4908 init_acc_corrupt=0.4760 acc_corrupt_t_0p0_0p2=0.1047 corrupt_frac_t_0p0_0p2=0.1831 acc_corrupt_t_0p2_0p4=0.3911 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8420 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=760.3298 out_g_norm=0.0110 loss_all=3.3415 init_gold_top10=0.4185 init_gold_top100=0.4266 +step=256800 micro_steps=256800 elapsed=33.3s lr=3.000000e-04 loss=2.6571 loss_recon=2.6571 loss_meanflow=0.0000 mean_model_t=0.5096 mean_corrupt_t=0.5096 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6059 corrupt_frac=1.0000 acc_corrupt=0.6059 loss_corrupt=2.6571 wrong_frac=0.4900 init_acc_corrupt=0.4760 acc_corrupt_t_0p0_0p2=0.1069 corrupt_frac_t_0p0_0p2=0.1881 acc_corrupt_t_0p2_0p4=0.3912 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6754 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2055 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=760.4796 out_g_norm=0.0110 loss_all=3.1046 init_gold_top10=0.4415 init_gold_top100=0.4472 +step=256900 micro_steps=256900 elapsed=33.2s lr=3.000000e-04 loss=2.7690 loss_recon=2.7690 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5909 corrupt_frac=1.0000 acc_corrupt=0.5909 loss_corrupt=2.7690 wrong_frac=0.5022 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8472 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=760.6232 out_g_norm=0.0109 loss_all=2.9369 init_gold_top10=0.4753 init_gold_top100=0.4815 +step=257000 micro_steps=257000 elapsed=33.2s lr=3.000000e-04 loss=2.7609 loss_recon=2.7609 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7609 wrong_frac=0.5024 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3839 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6715 corrupt_frac_t_0p4_0p6=0.2069 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=760.7609 out_g_norm=0.0110 loss_all=2.5092 init_gold_top10=0.5326 init_gold_top100=0.5370 +step=257100 micro_steps=257100 elapsed=34.5s lr=3.000000e-04 loss=2.7330 loss_recon=2.7330 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7330 wrong_frac=0.5028 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1979 acc_corrupt_t_0p2_0p4=0.3973 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6725 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=760.9049 out_g_norm=0.0110 loss_all=2.7882 init_gold_top10=0.4806 init_gold_top100=0.4861 +step=257200 micro_steps=257200 elapsed=33.2s lr=3.000000e-04 loss=2.6806 loss_recon=2.6806 loss_meanflow=0.0000 mean_model_t=0.5081 mean_corrupt_t=0.5081 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6030 corrupt_frac=1.0000 acc_corrupt=0.6030 loss_corrupt=2.6806 wrong_frac=0.4921 init_acc_corrupt=0.4749 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2008 acc_corrupt_t_0p2_0p4=0.3935 corrupt_frac_t_0p2_0p4=0.1856 acc_corrupt_t_0p4_0p6=0.6715 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.2137 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=761.0440 out_g_norm=0.0109 loss_all=2.0971 init_gold_top10=0.5689 init_gold_top100=0.5723 +step=257300 micro_steps=257300 elapsed=33.2s lr=3.000000e-04 loss=2.7343 loss_recon=2.7343 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5954 corrupt_frac=1.0000 acc_corrupt=0.5954 loss_corrupt=2.7343 wrong_frac=0.5005 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.4007 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6779 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8486 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=761.1809 out_g_norm=0.0109 loss_all=2.7820 init_gold_top10=0.4828 init_gold_top100=0.4891 +step=257400 micro_steps=257400 elapsed=33.2s lr=3.000000e-04 loss=2.8046 loss_recon=2.8046 loss_meanflow=0.0000 mean_model_t=0.4930 mean_corrupt_t=0.4930 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5855 corrupt_frac=1.0000 acc_corrupt=0.5855 loss_corrupt=2.8046 wrong_frac=0.5065 init_acc_corrupt=0.4575 acc_corrupt_t_0p0_0p2=0.1011 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3840 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.6720 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8474 corrupt_frac_t_0p6_0p8=0.2049 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=761.3181 out_g_norm=0.0109 loss_all=3.3024 init_gold_top10=0.4364 init_gold_top100=0.4418 +step=257500 micro_steps=257500 elapsed=33.1s lr=3.000000e-04 loss=2.6884 loss_recon=2.6884 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6011 corrupt_frac=1.0000 acc_corrupt=0.6011 loss_corrupt=2.6884 wrong_frac=0.4953 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.3939 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6749 corrupt_frac_t_0p4_0p6=0.1897 acc_corrupt_t_0p6_0p8=0.8468 corrupt_frac_t_0p6_0p8=0.2131 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2017 out_w_norm=761.4630 out_g_norm=0.0110 loss_all=2.8478 init_gold_top10=0.4859 init_gold_top100=0.4939 +step=257600 micro_steps=257600 elapsed=33.2s lr=3.000000e-04 loss=2.7131 loss_recon=2.7131 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5972 corrupt_frac=1.0000 acc_corrupt=0.5972 loss_corrupt=2.7131 wrong_frac=0.4975 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3871 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=761.6070 out_g_norm=0.0109 loss_all=3.1870 init_gold_top10=0.4161 init_gold_top100=0.4222 +step=257700 micro_steps=257700 elapsed=33.2s lr=3.000000e-04 loss=2.6761 loss_recon=2.6761 loss_meanflow=0.0000 mean_model_t=0.5080 mean_corrupt_t=0.5080 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6025 corrupt_frac=1.0000 acc_corrupt=0.6025 loss_corrupt=2.6761 wrong_frac=0.4918 init_acc_corrupt=0.4743 acc_corrupt_t_0p0_0p2=0.1082 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8473 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=761.7546 out_g_norm=0.0112 loss_all=2.9956 init_gold_top10=0.4562 init_gold_top100=0.4609 +step=257800 micro_steps=257800 elapsed=33.2s lr=3.000000e-04 loss=2.7766 loss_recon=2.7766 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5904 corrupt_frac=1.0000 acc_corrupt=0.5904 loss_corrupt=2.7766 wrong_frac=0.5027 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2147 acc_corrupt_t_0p2_0p4=0.3924 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8484 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=761.9002 out_g_norm=0.0109 loss_all=2.8291 init_gold_top10=0.4733 init_gold_top100=0.4791 +step=257900 micro_steps=257900 elapsed=33.3s lr=3.000000e-04 loss=2.7431 loss_recon=2.7431 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5948 corrupt_frac=1.0000 acc_corrupt=0.5948 loss_corrupt=2.7431 wrong_frac=0.4962 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3895 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6664 corrupt_frac_t_0p4_0p6=0.1862 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2119 out_w_norm=762.0491 out_g_norm=0.0110 loss_all=3.1415 init_gold_top10=0.4605 init_gold_top100=0.4675 +step=258000 micro_steps=258000 elapsed=33.2s lr=3.000000e-04 loss=2.6473 loss_recon=2.6473 loss_meanflow=0.0000 mean_model_t=0.5115 mean_corrupt_t=0.5115 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6064 corrupt_frac=1.0000 acc_corrupt=0.6064 loss_corrupt=2.6473 wrong_frac=0.4884 init_acc_corrupt=0.4788 acc_corrupt_t_0p0_0p2=0.0989 corrupt_frac_t_0p0_0p2=0.1796 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9602 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=762.1913 out_g_norm=0.0109 loss_all=2.8557 init_gold_top10=0.4843 init_gold_top100=0.4895 +step=258100 micro_steps=258100 elapsed=34.6s lr=3.000000e-04 loss=2.6865 loss_recon=2.6865 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6007 corrupt_frac=1.0000 acc_corrupt=0.6007 loss_corrupt=2.6865 wrong_frac=0.4946 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1881 acc_corrupt_t_0p2_0p4=0.3937 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6721 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=762.3312 out_g_norm=0.0109 loss_all=2.7512 init_gold_top10=0.4900 init_gold_top100=0.4952 +step=258200 micro_steps=258200 elapsed=33.3s lr=3.000000e-04 loss=2.7228 loss_recon=2.7228 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5987 corrupt_frac=1.0000 acc_corrupt=0.5987 loss_corrupt=2.7228 wrong_frac=0.4958 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.1088 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3917 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6729 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=762.4736 out_g_norm=0.0110 loss_all=3.0694 init_gold_top10=0.4407 init_gold_top100=0.4470 +step=258300 micro_steps=258300 elapsed=33.2s lr=3.000000e-04 loss=2.7489 loss_recon=2.7489 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5948 corrupt_frac=1.0000 acc_corrupt=0.5948 loss_corrupt=2.7489 wrong_frac=0.4992 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.1055 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3896 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6772 corrupt_frac_t_0p4_0p6=0.1884 acc_corrupt_t_0p6_0p8=0.8472 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=762.6199 out_g_norm=0.0109 loss_all=3.3811 init_gold_top10=0.4338 init_gold_top100=0.4403 +step=258400 micro_steps=258400 elapsed=33.2s lr=3.000000e-04 loss=2.6927 loss_recon=2.6927 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6002 corrupt_frac=1.0000 acc_corrupt=0.6002 loss_corrupt=2.6927 wrong_frac=0.4958 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1087 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.3928 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.1985 acc_corrupt_t_0p6_0p8=0.8494 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=762.7566 out_g_norm=0.0109 loss_all=3.0516 init_gold_top10=0.4506 init_gold_top100=0.4577 +step=258500 micro_steps=258500 elapsed=33.3s lr=3.000000e-04 loss=2.6841 loss_recon=2.6841 loss_meanflow=0.0000 mean_model_t=0.5063 mean_corrupt_t=0.5063 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6015 corrupt_frac=1.0000 acc_corrupt=0.6015 loss_corrupt=2.6841 wrong_frac=0.4939 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3905 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6760 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=762.9038 out_g_norm=0.0109 loss_all=3.7941 init_gold_top10=0.3694 init_gold_top100=0.3774 +step=258600 micro_steps=258600 elapsed=33.4s lr=3.000000e-04 loss=2.7680 loss_recon=2.7680 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5907 corrupt_frac=1.0000 acc_corrupt=0.5907 loss_corrupt=2.7680 wrong_frac=0.5034 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.1021 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2162 acc_corrupt_t_0p6_0p8=0.8490 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=763.0499 out_g_norm=0.0110 loss_all=3.2306 init_gold_top10=0.4195 init_gold_top100=0.4274 +step=258700 micro_steps=258700 elapsed=33.3s lr=3.000000e-04 loss=2.7810 loss_recon=2.7810 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5900 corrupt_frac=1.0000 acc_corrupt=0.5900 loss_corrupt=2.7810 wrong_frac=0.5011 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3817 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6710 corrupt_frac_t_0p4_0p6=0.1897 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=763.1962 out_g_norm=0.0109 loss_all=2.6835 init_gold_top10=0.5095 init_gold_top100=0.5178 +step=258800 micro_steps=258800 elapsed=33.2s lr=3.000000e-04 loss=2.6359 loss_recon=2.6359 loss_meanflow=0.0000 mean_model_t=0.5062 mean_corrupt_t=0.5062 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6072 corrupt_frac=1.0000 acc_corrupt=0.6072 loss_corrupt=2.6359 wrong_frac=0.4941 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.1095 corrupt_frac_t_0p0_0p2=0.1850 acc_corrupt_t_0p2_0p4=0.3985 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6777 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=763.3327 out_g_norm=0.0109 loss_all=2.2268 init_gold_top10=0.5582 init_gold_top100=0.5631 +step=258900 micro_steps=258900 elapsed=33.4s lr=3.000000e-04 loss=2.6835 loss_recon=2.6835 loss_meanflow=0.0000 mean_model_t=0.5063 mean_corrupt_t=0.5063 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6015 corrupt_frac=1.0000 acc_corrupt=0.6015 loss_corrupt=2.6835 wrong_frac=0.4941 init_acc_corrupt=0.4723 acc_corrupt_t_0p0_0p2=0.1007 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.3777 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6748 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=763.4747 out_g_norm=0.0108 loss_all=2.0968 init_gold_top10=0.5647 init_gold_top100=0.5694 +step=259000 micro_steps=259000 elapsed=33.3s lr=3.000000e-04 loss=2.6849 loss_recon=2.6849 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6006 corrupt_frac=1.0000 acc_corrupt=0.6006 loss_corrupt=2.6849 wrong_frac=0.4950 init_acc_corrupt=0.4721 acc_corrupt_t_0p0_0p2=0.1002 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.3894 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6739 corrupt_frac_t_0p4_0p6=0.2166 acc_corrupt_t_0p6_0p8=0.8488 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=763.6242 out_g_norm=0.0110 loss_all=2.2584 init_gold_top10=0.5424 init_gold_top100=0.5462 +step=259100 micro_steps=259100 elapsed=34.7s lr=3.000000e-04 loss=2.7448 loss_recon=2.7448 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7448 wrong_frac=0.4994 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3900 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6748 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8489 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=763.7726 out_g_norm=0.0109 loss_all=2.0754 init_gold_top10=0.5390 init_gold_top100=0.5422 +step=259200 micro_steps=259200 elapsed=33.3s lr=3.000000e-04 loss=2.6494 loss_recon=2.6494 loss_meanflow=0.0000 mean_model_t=0.5103 mean_corrupt_t=0.5103 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6059 corrupt_frac=1.0000 acc_corrupt=0.6059 loss_corrupt=2.6494 wrong_frac=0.4896 init_acc_corrupt=0.4767 acc_corrupt_t_0p0_0p2=0.1083 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3864 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6667 corrupt_frac_t_0p4_0p6=0.2039 acc_corrupt_t_0p6_0p8=0.8483 corrupt_frac_t_0p6_0p8=0.2147 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=763.9119 out_g_norm=0.0110 loss_all=2.8595 init_gold_top10=0.4740 init_gold_top100=0.4777 +step=259300 micro_steps=259300 elapsed=33.3s lr=3.000000e-04 loss=2.7125 loss_recon=2.7125 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5978 corrupt_frac=1.0000 acc_corrupt=0.5978 loss_corrupt=2.7125 wrong_frac=0.4990 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3963 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6746 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=764.0536 out_g_norm=0.0111 loss_all=2.4834 init_gold_top10=0.5204 init_gold_top100=0.5252 +step=259400 micro_steps=259400 elapsed=33.2s lr=3.000000e-04 loss=2.5912 loss_recon=2.5912 loss_meanflow=0.0000 mean_model_t=0.5191 mean_corrupt_t=0.5191 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6147 corrupt_frac=1.0000 acc_corrupt=0.6147 loss_corrupt=2.5912 wrong_frac=0.4810 init_acc_corrupt=0.4879 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3980 corrupt_frac_t_0p2_0p4=0.1809 acc_corrupt_t_0p4_0p6=0.6731 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2228 out_w_norm=764.1927 out_g_norm=0.0108 loss_all=2.7223 init_gold_top10=0.5242 init_gold_top100=0.5309 +step=259500 micro_steps=259500 elapsed=33.3s lr=3.000000e-04 loss=2.8019 loss_recon=2.8019 loss_meanflow=0.0000 mean_model_t=0.4920 mean_corrupt_t=0.4920 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5871 corrupt_frac=1.0000 acc_corrupt=0.5871 loss_corrupt=2.8019 wrong_frac=0.5080 init_acc_corrupt=0.4573 acc_corrupt_t_0p0_0p2=0.1010 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6730 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1884 out_w_norm=764.3318 out_g_norm=0.0109 loss_all=2.5560 init_gold_top10=0.4873 init_gold_top100=0.4920 +step=259600 micro_steps=259600 elapsed=33.3s lr=3.000000e-04 loss=2.7726 loss_recon=2.7726 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7726 wrong_frac=0.5036 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.2064 acc_corrupt_t_0p2_0p4=0.3948 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6726 corrupt_frac_t_0p4_0p6=0.1869 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=764.4817 out_g_norm=0.0110 loss_all=2.6873 init_gold_top10=0.5298 init_gold_top100=0.5367 +step=259700 micro_steps=259700 elapsed=33.2s lr=3.000000e-04 loss=2.7275 loss_recon=2.7275 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5960 corrupt_frac=1.0000 acc_corrupt=0.5960 loss_corrupt=2.7275 wrong_frac=0.4992 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.2134 acc_corrupt_t_0p2_0p4=0.4006 corrupt_frac_t_0p2_0p4=0.1787 acc_corrupt_t_0p4_0p6=0.6738 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=764.6292 out_g_norm=0.0108 loss_all=3.1513 init_gold_top10=0.4591 init_gold_top100=0.4684 +step=259800 micro_steps=259800 elapsed=33.2s lr=3.000000e-04 loss=2.7421 loss_recon=2.7421 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5952 corrupt_frac=1.0000 acc_corrupt=0.5952 loss_corrupt=2.7421 wrong_frac=0.4990 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3888 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6774 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9608 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=764.7752 out_g_norm=0.0109 loss_all=3.1676 init_gold_top10=0.4721 init_gold_top100=0.4790 +step=259900 micro_steps=259900 elapsed=33.3s lr=3.000000e-04 loss=2.8055 loss_recon=2.8055 loss_meanflow=0.0000 mean_model_t=0.4937 mean_corrupt_t=0.4937 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5854 corrupt_frac=1.0000 acc_corrupt=0.5854 loss_corrupt=2.8055 wrong_frac=0.5063 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.1017 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3871 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1881 acc_corrupt_t_0p8_1p0=0.9600 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=764.9159 out_g_norm=0.0111 loss_all=2.3074 init_gold_top10=0.5376 init_gold_top100=0.5407 +step=260000 micro_steps=260000 elapsed=33.2s lr=3.000000e-04 loss=2.8133 loss_recon=2.8133 loss_meanflow=0.0000 mean_model_t=0.4912 mean_corrupt_t=0.4912 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5853 corrupt_frac=1.0000 acc_corrupt=0.5853 loss_corrupt=2.8133 wrong_frac=0.5091 init_acc_corrupt=0.4553 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.3900 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6740 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1959 out_w_norm=765.0541 out_g_norm=0.0109 loss_all=2.3948 init_gold_top10=0.5378 init_gold_top100=0.5441 +step=260100 micro_steps=260100 elapsed=48.7s lr=3.000000e-04 loss=2.7669 loss_recon=2.7669 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7669 wrong_frac=0.5037 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2131 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.1888 acc_corrupt_t_0p4_0p6=0.6800 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8482 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=765.1995 out_g_norm=0.0108 loss_all=2.6805 init_gold_top10=0.4966 init_gold_top100=0.5019 +step=260200 micro_steps=260200 elapsed=53.4s lr=3.000000e-04 loss=2.7290 loss_recon=2.7290 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5961 corrupt_frac=1.0000 acc_corrupt=0.5961 loss_corrupt=2.7290 wrong_frac=0.4985 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.1031 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3916 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6722 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=765.3424 out_g_norm=0.0110 loss_all=3.0835 init_gold_top10=0.4928 init_gold_top100=0.4998 +step=260300 micro_steps=260300 elapsed=53.3s lr=3.000000e-04 loss=2.7791 loss_recon=2.7791 loss_meanflow=0.0000 mean_model_t=0.4937 mean_corrupt_t=0.4937 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5888 corrupt_frac=1.0000 acc_corrupt=0.5888 loss_corrupt=2.7791 wrong_frac=0.5064 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.2061 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=765.4859 out_g_norm=0.0111 loss_all=3.1283 init_gold_top10=0.4379 init_gold_top100=0.4446 +step=260400 micro_steps=260400 elapsed=53.5s lr=3.000000e-04 loss=2.8246 loss_recon=2.8246 loss_meanflow=0.0000 mean_model_t=0.4913 mean_corrupt_t=0.4913 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5836 corrupt_frac=1.0000 acc_corrupt=0.5836 loss_corrupt=2.8246 wrong_frac=0.5083 init_acc_corrupt=0.4562 acc_corrupt_t_0p0_0p2=0.1041 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.3850 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1850 out_w_norm=765.6235 out_g_norm=0.0108 loss_all=3.7440 init_gold_top10=0.3946 init_gold_top100=0.4066 +step=260500 micro_steps=260500 elapsed=53.4s lr=3.000000e-04 loss=2.7439 loss_recon=2.7439 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5928 corrupt_frac=1.0000 acc_corrupt=0.5928 loss_corrupt=2.7439 wrong_frac=0.5029 init_acc_corrupt=0.4624 acc_corrupt_t_0p0_0p2=0.1086 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.3970 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=765.7560 out_g_norm=0.0112 loss_all=2.8957 init_gold_top10=0.4827 init_gold_top100=0.4889 +step=260600 micro_steps=260600 elapsed=53.1s lr=3.000000e-04 loss=2.7344 loss_recon=2.7344 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7344 wrong_frac=0.5015 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.3966 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6759 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8473 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=765.8998 out_g_norm=0.0109 loss_all=1.9979 init_gold_top10=0.5464 init_gold_top100=0.5495 +step=260700 micro_steps=260700 elapsed=53.5s lr=3.000000e-04 loss=2.7019 loss_recon=2.7019 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5992 corrupt_frac=1.0000 acc_corrupt=0.5992 loss_corrupt=2.7019 wrong_frac=0.4966 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1012 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.3949 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2061 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=766.0475 out_g_norm=0.0110 loss_all=2.8568 init_gold_top10=0.4951 init_gold_top100=0.5009 +step=260800 micro_steps=260800 elapsed=50.4s lr=3.000000e-04 loss=2.7621 loss_recon=2.7621 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7621 wrong_frac=0.5029 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6708 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=766.1894 out_g_norm=0.0110 loss_all=2.7622 init_gold_top10=0.4811 init_gold_top100=0.4865 +step=260900 micro_steps=260900 elapsed=33.2s lr=3.000000e-04 loss=2.7158 loss_recon=2.7158 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5980 corrupt_frac=1.0000 acc_corrupt=0.5980 loss_corrupt=2.7158 wrong_frac=0.4949 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.1078 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.1866 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=766.3342 out_g_norm=0.0109 loss_all=3.1587 init_gold_top10=0.4571 init_gold_top100=0.4664 +step=261000 micro_steps=261000 elapsed=33.3s lr=3.000000e-04 loss=2.7741 loss_recon=2.7741 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5902 corrupt_frac=1.0000 acc_corrupt=0.5902 loss_corrupt=2.7741 wrong_frac=0.5028 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1016 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3873 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6735 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=766.4760 out_g_norm=0.0108 loss_all=3.5319 init_gold_top10=0.4168 init_gold_top100=0.4246 +step=261100 micro_steps=261100 elapsed=34.7s lr=3.000000e-04 loss=2.7770 loss_recon=2.7770 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7770 wrong_frac=0.5036 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=766.6214 out_g_norm=0.0109 loss_all=3.5278 init_gold_top10=0.3762 init_gold_top100=0.3818 +step=261200 micro_steps=261200 elapsed=33.3s lr=3.000000e-04 loss=2.7802 loss_recon=2.7802 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5899 corrupt_frac=1.0000 acc_corrupt=0.5899 loss_corrupt=2.7802 wrong_frac=0.5025 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.1015 corrupt_frac_t_0p0_0p2=0.2125 acc_corrupt_t_0p2_0p4=0.3942 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.2058 out_w_norm=766.7618 out_g_norm=0.0108 loss_all=2.5575 init_gold_top10=0.5066 init_gold_top100=0.5121 +step=261300 micro_steps=261300 elapsed=33.1s lr=3.000000e-04 loss=2.6547 loss_recon=2.6547 loss_meanflow=0.0000 mean_model_t=0.5099 mean_corrupt_t=0.5099 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6050 corrupt_frac=1.0000 acc_corrupt=0.6050 loss_corrupt=2.6547 wrong_frac=0.4901 init_acc_corrupt=0.4763 acc_corrupt_t_0p0_0p2=0.1094 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3889 corrupt_frac_t_0p2_0p4=0.1872 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.2105 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2141 out_w_norm=766.9014 out_g_norm=0.0110 loss_all=1.9797 init_gold_top10=0.5746 init_gold_top100=0.5785 +step=261400 micro_steps=261400 elapsed=33.2s lr=3.000000e-04 loss=2.7360 loss_recon=2.7360 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5949 corrupt_frac=1.0000 acc_corrupt=0.5949 loss_corrupt=2.7360 wrong_frac=0.5043 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.1134 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3983 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6765 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8491 corrupt_frac_t_0p6_0p8=0.1966 out_w_norm=767.0374 out_g_norm=0.0112 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2011 loss_all=2.1477 init_gold_top10=0.5811 init_gold_top100=0.5862 +step=261500 micro_steps=261500 elapsed=33.3s lr=3.000000e-04 loss=2.7387 loss_recon=2.7387 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5945 corrupt_frac=1.0000 acc_corrupt=0.5945 loss_corrupt=2.7387 wrong_frac=0.4973 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.1072 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.3921 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.1850 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=767.1799 out_g_norm=0.0106 loss_all=3.6563 init_gold_top10=0.4059 init_gold_top100=0.4147 +step=261600 micro_steps=261600 elapsed=33.1s lr=3.000000e-04 loss=2.7170 loss_recon=2.7170 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5967 corrupt_frac=1.0000 acc_corrupt=0.5967 loss_corrupt=2.7170 wrong_frac=0.4969 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3863 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6744 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=767.3222 out_g_norm=0.0109 loss_all=2.2957 init_gold_top10=0.5691 init_gold_top100=0.5736 +step=261700 micro_steps=261700 elapsed=33.2s lr=3.000000e-04 loss=2.7570 loss_recon=2.7570 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5925 corrupt_frac=1.0000 acc_corrupt=0.5925 loss_corrupt=2.7570 wrong_frac=0.5007 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.3887 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6727 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=767.4652 out_g_norm=0.0111 loss_all=2.4168 init_gold_top10=0.5526 init_gold_top100=0.5575 +step=261800 micro_steps=261800 elapsed=33.0s lr=3.000000e-04 loss=2.7285 loss_recon=2.7285 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5948 corrupt_frac=1.0000 acc_corrupt=0.5948 loss_corrupt=2.7285 wrong_frac=0.5013 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3932 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6798 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=767.6060 out_g_norm=0.0108 loss_all=2.9345 init_gold_top10=0.4798 init_gold_top100=0.4858 +step=261900 micro_steps=261900 elapsed=33.1s lr=3.000000e-04 loss=2.6757 loss_recon=2.6757 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6013 corrupt_frac=1.0000 acc_corrupt=0.6013 loss_corrupt=2.6757 wrong_frac=0.4946 init_acc_corrupt=0.4729 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.3897 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6620 corrupt_frac_t_0p4_0p6=0.2153 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=767.7454 out_g_norm=0.0109 loss_all=2.3708 init_gold_top10=0.5409 init_gold_top100=0.5443 +step=262000 micro_steps=262000 elapsed=33.1s lr=3.000000e-04 loss=2.7006 loss_recon=2.7006 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6001 corrupt_frac=1.0000 acc_corrupt=0.6001 loss_corrupt=2.7006 wrong_frac=0.4933 init_acc_corrupt=0.4726 acc_corrupt_t_0p0_0p2=0.1067 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3891 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6726 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.2141 out_w_norm=767.8880 out_g_norm=0.0107 loss_all=2.1698 init_gold_top10=0.5565 init_gold_top100=0.5600 +step=262100 micro_steps=262100 elapsed=34.5s lr=3.000000e-04 loss=2.6830 loss_recon=2.6830 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6002 corrupt_frac=1.0000 acc_corrupt=0.6002 loss_corrupt=2.6830 wrong_frac=0.4955 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.1078 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6738 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=768.0327 out_g_norm=0.0110 loss_all=2.1293 init_gold_top10=0.5950 init_gold_top100=0.5995 +step=262200 micro_steps=262200 elapsed=33.0s lr=3.000000e-04 loss=2.7125 loss_recon=2.7125 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5981 corrupt_frac=1.0000 acc_corrupt=0.5981 loss_corrupt=2.7125 wrong_frac=0.4987 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.1068 corrupt_frac_t_0p0_0p2=0.2128 acc_corrupt_t_0p2_0p4=0.3984 corrupt_frac_t_0p2_0p4=0.1809 acc_corrupt_t_0p4_0p6=0.6786 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8475 corrupt_frac_t_0p6_0p8=0.1884 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.2141 out_w_norm=768.1733 out_g_norm=0.0109 loss_all=2.5511 init_gold_top10=0.5139 init_gold_top100=0.5185 +step=262300 micro_steps=262300 elapsed=33.3s lr=3.000000e-04 loss=2.7126 loss_recon=2.7126 loss_meanflow=0.0000 mean_model_t=0.5075 mean_corrupt_t=0.5075 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5991 corrupt_frac=1.0000 acc_corrupt=0.5991 loss_corrupt=2.7126 wrong_frac=0.4925 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3836 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2131 out_w_norm=768.3143 out_g_norm=0.0107 loss_all=3.2232 init_gold_top10=0.4414 init_gold_top100=0.4482 +step=262400 micro_steps=262400 elapsed=33.4s lr=3.000000e-04 loss=2.7618 loss_recon=2.7618 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5916 corrupt_frac=1.0000 acc_corrupt=0.5916 loss_corrupt=2.7618 wrong_frac=0.5003 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8480 corrupt_frac_t_0p6_0p8=0.1967 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=768.4543 out_g_norm=0.0110 loss_all=2.9284 init_gold_top10=0.4500 init_gold_top100=0.4561 +step=262500 micro_steps=262500 elapsed=33.5s lr=3.000000e-04 loss=2.7846 loss_recon=2.7846 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7846 wrong_frac=0.5032 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.0980 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.3928 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1862 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=768.5994 out_g_norm=0.0111 loss_all=2.9749 init_gold_top10=0.4592 init_gold_top100=0.4649 +step=262600 micro_steps=262600 elapsed=33.3s lr=3.000000e-04 loss=2.7772 loss_recon=2.7772 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7772 wrong_frac=0.5054 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3939 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9604 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=768.7387 out_g_norm=0.0110 loss_all=2.7081 init_gold_top10=0.4903 init_gold_top100=0.4963 +step=262700 micro_steps=262700 elapsed=33.2s lr=3.000000e-04 loss=2.6574 loss_recon=2.6574 loss_meanflow=0.0000 mean_model_t=0.5108 mean_corrupt_t=0.5108 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6073 corrupt_frac=1.0000 acc_corrupt=0.6073 loss_corrupt=2.6574 wrong_frac=0.4892 init_acc_corrupt=0.4775 acc_corrupt_t_0p0_0p2=0.1075 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3894 corrupt_frac_t_0p2_0p4=0.1844 acc_corrupt_t_0p4_0p6=0.6740 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.2131 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=768.8790 out_g_norm=0.0108 loss_all=1.7252 init_gold_top10=0.5933 init_gold_top100=0.5964 +step=262800 micro_steps=262800 elapsed=33.9s lr=3.000000e-04 loss=2.7907 loss_recon=2.7907 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5866 corrupt_frac=1.0000 acc_corrupt=0.5866 loss_corrupt=2.7907 wrong_frac=0.5060 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2020 acc_corrupt_t_0p2_0p4=0.3891 corrupt_frac_t_0p2_0p4=0.2112 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9590 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=769.0178 out_g_norm=0.0106 loss_all=3.0272 init_gold_top10=0.4616 init_gold_top100=0.4678 +step=262900 micro_steps=262900 elapsed=33.2s lr=3.000000e-04 loss=2.7647 loss_recon=2.7647 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5911 corrupt_frac=1.0000 acc_corrupt=0.5911 loss_corrupt=2.7647 wrong_frac=0.5045 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.3991 corrupt_frac_t_0p2_0p4=0.2045 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=769.1623 out_g_norm=0.0109 loss_all=2.5219 init_gold_top10=0.5253 init_gold_top100=0.5309 +step=263000 micro_steps=263000 elapsed=33.2s lr=3.000000e-04 loss=2.7368 loss_recon=2.7368 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5957 corrupt_frac=1.0000 acc_corrupt=0.5957 loss_corrupt=2.7368 wrong_frac=0.4980 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3897 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6744 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.2121 acc_corrupt_t_0p8_1p0=0.9611 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=769.3039 out_g_norm=0.0115 loss_all=2.6758 init_gold_top10=0.4987 init_gold_top100=0.5044 +step=263100 micro_steps=263100 elapsed=37.1s lr=3.000000e-04 loss=2.6511 loss_recon=2.6511 loss_meanflow=0.0000 mean_model_t=0.5122 mean_corrupt_t=0.5122 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6067 corrupt_frac=1.0000 acc_corrupt=0.6067 loss_corrupt=2.6511 wrong_frac=0.4878 init_acc_corrupt=0.4786 acc_corrupt_t_0p0_0p2=0.1098 corrupt_frac_t_0p0_0p2=0.1951 acc_corrupt_t_0p2_0p4=0.3857 corrupt_frac_t_0p2_0p4=0.1866 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9602 corrupt_frac_t_0p8_1p0=0.2147 out_w_norm=769.4293 out_g_norm=0.0110 loss_all=2.3416 init_gold_top10=0.5441 init_gold_top100=0.5510 +step=263200 micro_steps=263200 elapsed=33.3s lr=3.000000e-04 loss=2.7392 loss_recon=2.7392 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5959 corrupt_frac=1.0000 acc_corrupt=0.5959 loss_corrupt=2.7392 wrong_frac=0.4993 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.3944 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6758 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8484 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=769.5619 out_g_norm=0.0110 loss_all=2.2509 init_gold_top10=0.5549 init_gold_top100=0.5595 +step=263300 micro_steps=263300 elapsed=33.9s lr=3.000000e-04 loss=2.7816 loss_recon=2.7816 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5891 corrupt_frac=1.0000 acc_corrupt=0.5891 loss_corrupt=2.7816 wrong_frac=0.5059 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.2097 acc_corrupt_t_0p2_0p4=0.4006 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6715 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8498 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1906 out_w_norm=769.6913 out_g_norm=0.0109 loss_all=2.7741 init_gold_top10=0.4933 init_gold_top100=0.4994 +step=263400 micro_steps=263400 elapsed=34.2s lr=3.000000e-04 loss=2.7285 loss_recon=2.7285 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5954 corrupt_frac=1.0000 acc_corrupt=0.5954 loss_corrupt=2.7285 wrong_frac=0.4971 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3933 corrupt_frac_t_0p2_0p4=0.1957 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=769.8345 out_g_norm=0.0108 loss_all=2.9936 init_gold_top10=0.4872 init_gold_top100=0.4948 +step=263500 micro_steps=263500 elapsed=33.3s lr=3.000000e-04 loss=2.6897 loss_recon=2.6897 loss_meanflow=0.0000 mean_model_t=0.5090 mean_corrupt_t=0.5090 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6009 corrupt_frac=1.0000 acc_corrupt=0.6009 loss_corrupt=2.6897 wrong_frac=0.4913 init_acc_corrupt=0.4748 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3911 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.1875 acc_corrupt_t_0p8_1p0=0.9600 corrupt_frac_t_0p8_1p0=0.2197 out_w_norm=769.9785 out_g_norm=0.0108 loss_all=2.7746 init_gold_top10=0.5099 init_gold_top100=0.5153 +step=263600 micro_steps=263600 elapsed=33.7s lr=3.000000e-04 loss=2.7089 loss_recon=2.7089 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5982 corrupt_frac=1.0000 acc_corrupt=0.5982 loss_corrupt=2.7089 wrong_frac=0.4983 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1093 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.3981 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6785 corrupt_frac_t_0p4_0p6=0.1916 acc_corrupt_t_0p6_0p8=0.8472 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9600 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=770.1170 out_g_norm=0.0108 loss_all=2.6629 init_gold_top10=0.5026 init_gold_top100=0.5074 +step=263700 micro_steps=263700 elapsed=33.5s lr=3.000000e-04 loss=2.7000 loss_recon=2.7000 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5985 corrupt_frac=1.0000 acc_corrupt=0.5985 loss_corrupt=2.7000 wrong_frac=0.4973 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1932 acc_corrupt_t_0p2_0p4=0.3872 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6727 corrupt_frac_t_0p4_0p6=0.2206 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=770.2645 out_g_norm=0.0109 loss_all=2.9354 init_gold_top10=0.4558 init_gold_top100=0.4635 +step=263800 micro_steps=263800 elapsed=33.1s lr=3.000000e-04 loss=2.7394 loss_recon=2.7394 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7394 wrong_frac=0.4989 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.3887 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=770.4118 out_g_norm=0.0108 loss_all=2.2883 init_gold_top10=0.5308 init_gold_top100=0.5350 +step=263900 micro_steps=263900 elapsed=33.1s lr=3.000000e-04 loss=2.7342 loss_recon=2.7342 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5960 corrupt_frac=1.0000 acc_corrupt=0.5960 loss_corrupt=2.7342 wrong_frac=0.4984 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1039 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3934 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8488 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9598 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=770.5574 out_g_norm=0.0107 loss_all=3.2210 init_gold_top10=0.4275 init_gold_top100=0.4344 +step=264000 micro_steps=264000 elapsed=33.1s lr=3.000000e-04 loss=2.6719 loss_recon=2.6719 loss_meanflow=0.0000 mean_model_t=0.5070 mean_corrupt_t=0.5070 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6037 corrupt_frac=1.0000 acc_corrupt=0.6037 loss_corrupt=2.6719 wrong_frac=0.4928 init_acc_corrupt=0.4733 acc_corrupt_t_0p0_0p2=0.1075 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3893 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.2125 acc_corrupt_t_0p8_1p0=0.9601 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=770.7029 out_g_norm=0.0107 loss_all=2.0274 init_gold_top10=0.5619 init_gold_top100=0.5658 +step=264100 micro_steps=264100 elapsed=34.9s lr=3.000000e-04 loss=2.7861 loss_recon=2.7861 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7861 wrong_frac=0.5066 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.3956 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8503 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=770.8454 out_g_norm=0.0108 loss_all=2.5434 init_gold_top10=0.4818 init_gold_top100=0.4858 +step=264200 micro_steps=264200 elapsed=33.2s lr=3.000000e-04 loss=2.7192 loss_recon=2.7192 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5976 corrupt_frac=1.0000 acc_corrupt=0.5976 loss_corrupt=2.7192 wrong_frac=0.4955 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.1030 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=770.9864 out_g_norm=0.0108 loss_all=3.3775 init_gold_top10=0.4194 init_gold_top100=0.4274 +step=264300 micro_steps=264300 elapsed=33.2s lr=3.000000e-04 loss=2.7367 loss_recon=2.7367 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5938 corrupt_frac=1.0000 acc_corrupt=0.5938 loss_corrupt=2.7367 wrong_frac=0.5005 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.1054 corrupt_frac_t_0p0_0p2=0.2011 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6751 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=771.1309 out_g_norm=0.0109 loss_all=2.8858 init_gold_top10=0.4901 init_gold_top100=0.4962 +step=264400 micro_steps=264400 elapsed=33.5s lr=3.000000e-04 loss=2.7124 loss_recon=2.7124 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5983 corrupt_frac=1.0000 acc_corrupt=0.5983 loss_corrupt=2.7124 wrong_frac=0.4954 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.1071 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.3924 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6746 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.1940 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=771.2698 out_g_norm=0.0108 loss_all=3.2301 init_gold_top10=0.4184 init_gold_top100=0.4240 +step=264500 micro_steps=264500 elapsed=34.1s lr=3.000000e-04 loss=2.7571 loss_recon=2.7571 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5913 corrupt_frac=1.0000 acc_corrupt=0.5913 loss_corrupt=2.7571 wrong_frac=0.5045 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1020 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3925 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6811 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=771.4069 out_g_norm=0.0109 loss_all=3.1871 init_gold_top10=0.4412 init_gold_top100=0.4487 +step=264600 micro_steps=264600 elapsed=33.4s lr=3.000000e-04 loss=2.7068 loss_recon=2.7068 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5976 corrupt_frac=1.0000 acc_corrupt=0.5976 loss_corrupt=2.7068 wrong_frac=0.4968 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.1042 corrupt_frac_t_0p0_0p2=0.1992 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.1926 acc_corrupt_t_0p6_0p8=0.8485 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9594 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=771.5496 out_g_norm=0.0109 loss_all=2.6478 init_gold_top10=0.5196 init_gold_top100=0.5237 +step=264700 micro_steps=264700 elapsed=33.1s lr=3.000000e-04 loss=2.7092 loss_recon=2.7092 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5986 corrupt_frac=1.0000 acc_corrupt=0.5986 loss_corrupt=2.7092 wrong_frac=0.4949 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3856 corrupt_frac_t_0p2_0p4=0.1909 acc_corrupt_t_0p4_0p6=0.6712 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=771.6953 out_g_norm=0.0109 loss_all=2.7918 init_gold_top10=0.4875 init_gold_top100=0.4918 +step=264800 micro_steps=264800 elapsed=33.2s lr=3.000000e-04 loss=2.7470 loss_recon=2.7470 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5944 corrupt_frac=1.0000 acc_corrupt=0.5944 loss_corrupt=2.7470 wrong_frac=0.4989 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.3834 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2011 out_w_norm=771.8408 out_g_norm=0.0108 loss_all=3.2107 init_gold_top10=0.4305 init_gold_top100=0.4391 +step=264900 micro_steps=264900 elapsed=33.1s lr=3.000000e-04 loss=2.8140 loss_recon=2.8140 loss_meanflow=0.0000 mean_model_t=0.4894 mean_corrupt_t=0.4894 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5839 corrupt_frac=1.0000 acc_corrupt=0.5839 loss_corrupt=2.8140 wrong_frac=0.5104 init_acc_corrupt=0.4544 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.2143 acc_corrupt_t_0p2_0p4=0.3936 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.2116 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1775 out_w_norm=771.9868 out_g_norm=0.0111 loss_all=2.6428 init_gold_top10=0.5009 init_gold_top100=0.5066 +step=265000 micro_steps=265000 elapsed=33.2s lr=3.000000e-04 loss=2.7276 loss_recon=2.7276 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5962 corrupt_frac=1.0000 acc_corrupt=0.5962 loss_corrupt=2.7276 wrong_frac=0.4968 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2004 acc_corrupt_t_0p2_0p4=0.3891 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2119 out_w_norm=772.1326 out_g_norm=0.0107 loss_all=3.0019 init_gold_top10=0.4914 init_gold_top100=0.4997 +step=265100 micro_steps=265100 elapsed=34.7s lr=3.000000e-04 loss=2.7003 loss_recon=2.7003 loss_meanflow=0.0000 mean_model_t=0.5055 mean_corrupt_t=0.5055 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5985 corrupt_frac=1.0000 acc_corrupt=0.5985 loss_corrupt=2.7003 wrong_frac=0.4943 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.1075 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.3894 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=772.2744 out_g_norm=0.0107 loss_all=2.3697 init_gold_top10=0.5614 init_gold_top100=0.5659 +step=265200 micro_steps=265200 elapsed=33.3s lr=3.000000e-04 loss=2.8390 loss_recon=2.8390 loss_meanflow=0.0000 mean_model_t=0.4926 mean_corrupt_t=0.4926 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5821 corrupt_frac=1.0000 acc_corrupt=0.5821 loss_corrupt=2.8390 wrong_frac=0.5072 init_acc_corrupt=0.4560 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.2153 acc_corrupt_t_0p4_0p6=0.6629 corrupt_frac_t_0p4_0p6=0.1862 acc_corrupt_t_0p6_0p8=0.8474 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9605 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=772.4173 out_g_norm=0.0108 loss_all=2.7474 init_gold_top10=0.4865 init_gold_top100=0.4905 +step=265300 micro_steps=265300 elapsed=33.3s lr=3.000000e-04 loss=2.6729 loss_recon=2.6729 loss_meanflow=0.0000 mean_model_t=0.5075 mean_corrupt_t=0.5075 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6031 corrupt_frac=1.0000 acc_corrupt=0.6031 loss_corrupt=2.6729 wrong_frac=0.4927 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.1033 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.3959 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6740 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2125 out_w_norm=772.5608 out_g_norm=0.0109 loss_all=3.4868 init_gold_top10=0.4100 init_gold_top100=0.4189 +step=265400 micro_steps=265400 elapsed=33.4s lr=3.000000e-04 loss=2.7755 loss_recon=2.7755 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7755 wrong_frac=0.5041 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.2162 acc_corrupt_t_0p4_0p6=0.6725 corrupt_frac_t_0p4_0p6=0.1840 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=772.6998 out_g_norm=0.0108 loss_all=2.9757 init_gold_top10=0.4340 init_gold_top100=0.4420 +step=265500 micro_steps=265500 elapsed=33.4s lr=3.000000e-04 loss=2.7278 loss_recon=2.7278 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7278 wrong_frac=0.4982 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.1034 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3921 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=772.8463 out_g_norm=0.0109 loss_all=2.2648 init_gold_top10=0.5606 init_gold_top100=0.5653 +step=265600 micro_steps=265600 elapsed=33.3s lr=3.000000e-04 loss=2.6999 loss_recon=2.6999 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5987 corrupt_frac=1.0000 acc_corrupt=0.5987 loss_corrupt=2.6999 wrong_frac=0.4971 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1077 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.3907 corrupt_frac_t_0p2_0p4=0.1850 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8468 corrupt_frac_t_0p6_0p8=0.2128 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=772.9888 out_g_norm=0.0109 loss_all=2.6546 init_gold_top10=0.4988 init_gold_top100=0.5039 +step=265700 micro_steps=265700 elapsed=33.3s lr=3.000000e-04 loss=2.7266 loss_recon=2.7266 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5973 corrupt_frac=1.0000 acc_corrupt=0.5973 loss_corrupt=2.7266 wrong_frac=0.5000 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.1130 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3965 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8473 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=773.1279 out_g_norm=0.0110 loss_all=2.7431 init_gold_top10=0.5192 init_gold_top100=0.5243 +step=265800 micro_steps=265800 elapsed=33.2s lr=3.000000e-04 loss=2.7042 loss_recon=2.7042 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5993 corrupt_frac=1.0000 acc_corrupt=0.5993 loss_corrupt=2.7042 wrong_frac=0.4957 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.1048 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3908 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6777 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8499 corrupt_frac_t_0p6_0p8=0.2020 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=773.2714 out_g_norm=0.0108 loss_all=2.4610 init_gold_top10=0.5284 init_gold_top100=0.5321 +step=265900 micro_steps=265900 elapsed=33.3s lr=3.000000e-04 loss=2.7854 loss_recon=2.7854 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5885 corrupt_frac=1.0000 acc_corrupt=0.5885 loss_corrupt=2.7854 wrong_frac=0.5033 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.1046 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.3841 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.1948 acc_corrupt_t_0p6_0p8=0.8491 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=773.4157 out_g_norm=0.0108 loss_all=3.7859 init_gold_top10=0.3690 init_gold_top100=0.3794 +step=266000 micro_steps=266000 elapsed=33.2s lr=3.000000e-04 loss=2.7294 loss_recon=2.7294 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7294 wrong_frac=0.4986 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3962 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=773.5507 out_g_norm=0.0111 loss_all=2.5510 init_gold_top10=0.5235 init_gold_top100=0.5298 +step=266100 micro_steps=266100 elapsed=34.7s lr=3.000000e-04 loss=2.7327 loss_recon=2.7327 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7327 wrong_frac=0.4981 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1065 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3895 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=773.6964 out_g_norm=0.0108 loss_all=2.0050 init_gold_top10=0.5372 init_gold_top100=0.5419 +step=266200 micro_steps=266200 elapsed=33.4s lr=3.000000e-04 loss=2.7006 loss_recon=2.7006 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5992 corrupt_frac=1.0000 acc_corrupt=0.5992 loss_corrupt=2.7006 wrong_frac=0.4944 init_acc_corrupt=0.4715 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3872 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9597 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=773.8365 out_g_norm=0.0108 loss_all=2.4455 init_gold_top10=0.5211 init_gold_top100=0.5255 +step=266300 micro_steps=266300 elapsed=33.4s lr=3.000000e-04 loss=2.7664 loss_recon=2.7664 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5906 corrupt_frac=1.0000 acc_corrupt=0.5906 loss_corrupt=2.7664 wrong_frac=0.5022 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.1038 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3900 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.6685 corrupt_frac_t_0p4_0p6=0.1973 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=773.9776 out_g_norm=0.0107 loss_all=3.0112 init_gold_top10=0.4854 init_gold_top100=0.4915 +step=266400 micro_steps=266400 elapsed=33.3s lr=3.000000e-04 loss=2.7573 loss_recon=2.7573 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5921 corrupt_frac=1.0000 acc_corrupt=0.5921 loss_corrupt=2.7573 wrong_frac=0.4993 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.1029 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.3872 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6668 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9624 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=774.1174 out_g_norm=0.0109 loss_all=2.5158 init_gold_top10=0.5059 init_gold_top100=0.5111 +step=266500 micro_steps=266500 elapsed=33.4s lr=3.000000e-04 loss=2.7281 loss_recon=2.7281 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5957 corrupt_frac=1.0000 acc_corrupt=0.5957 loss_corrupt=2.7281 wrong_frac=0.4972 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1076 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6729 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9601 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=774.2570 out_g_norm=0.0110 loss_all=2.7621 init_gold_top10=0.4640 init_gold_top100=0.4710 +step=266600 micro_steps=266600 elapsed=33.3s lr=3.000000e-04 loss=2.7006 loss_recon=2.7006 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5980 corrupt_frac=1.0000 acc_corrupt=0.5980 loss_corrupt=2.7006 wrong_frac=0.4991 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1057 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.3953 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6744 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.2091 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1897 out_w_norm=774.4015 out_g_norm=0.0108 loss_all=3.0418 init_gold_top10=0.4425 init_gold_top100=0.4485 +step=266700 micro_steps=266700 elapsed=33.3s lr=3.000000e-04 loss=2.8366 loss_recon=2.8366 loss_meanflow=0.0000 mean_model_t=0.4895 mean_corrupt_t=0.4895 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5805 corrupt_frac=1.0000 acc_corrupt=0.5805 loss_corrupt=2.8366 wrong_frac=0.5108 init_acc_corrupt=0.4530 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2191 acc_corrupt_t_0p2_0p4=0.3866 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1900 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=774.5453 out_g_norm=0.0108 loss_all=3.1851 init_gold_top10=0.4226 init_gold_top100=0.4317 +step=266800 micro_steps=266800 elapsed=33.1s lr=3.000000e-04 loss=2.7512 loss_recon=2.7512 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5918 corrupt_frac=1.0000 acc_corrupt=0.5918 loss_corrupt=2.7512 wrong_frac=0.5032 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3969 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=774.6969 out_g_norm=0.0109 loss_all=2.9646 init_gold_top10=0.4695 init_gold_top100=0.4768 +step=266900 micro_steps=266900 elapsed=33.2s lr=3.000000e-04 loss=2.7912 loss_recon=2.7912 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5889 corrupt_frac=1.0000 acc_corrupt=0.5889 loss_corrupt=2.7912 wrong_frac=0.5033 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1085 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.3943 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=774.8362 out_g_norm=0.0106 loss_all=3.4194 init_gold_top10=0.4323 init_gold_top100=0.4398 +step=267000 micro_steps=267000 elapsed=33.2s lr=3.000000e-04 loss=2.7256 loss_recon=2.7256 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5966 corrupt_frac=1.0000 acc_corrupt=0.5966 loss_corrupt=2.7256 wrong_frac=0.4990 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.3920 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6724 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=774.9729 out_g_norm=0.0109 loss_all=2.3748 init_gold_top10=0.5162 init_gold_top100=0.5211 +step=267100 micro_steps=267100 elapsed=34.8s lr=3.000000e-04 loss=2.7529 loss_recon=2.7529 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5932 corrupt_frac=1.0000 acc_corrupt=0.5932 loss_corrupt=2.7529 wrong_frac=0.5053 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.1018 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.4032 corrupt_frac_t_0p2_0p4=0.2125 acc_corrupt_t_0p4_0p6=0.6832 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8491 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=775.1160 out_g_norm=0.0110 loss_all=2.2723 init_gold_top10=0.5581 init_gold_top100=0.5613 +step=267200 micro_steps=267200 elapsed=33.4s lr=3.000000e-04 loss=2.7041 loss_recon=2.7041 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5995 corrupt_frac=1.0000 acc_corrupt=0.5995 loss_corrupt=2.7041 wrong_frac=0.4954 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.1085 corrupt_frac_t_0p0_0p2=0.2030 acc_corrupt_t_0p2_0p4=0.3947 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6735 corrupt_frac_t_0p4_0p6=0.2020 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=775.2637 out_g_norm=0.0107 loss_all=2.4086 init_gold_top10=0.5439 init_gold_top100=0.5507 +step=267300 micro_steps=267300 elapsed=33.4s lr=3.000000e-04 loss=2.7937 loss_recon=2.7937 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5865 corrupt_frac=1.0000 acc_corrupt=0.5865 loss_corrupt=2.7937 wrong_frac=0.5080 init_acc_corrupt=0.4556 acc_corrupt_t_0p0_0p2=0.1096 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6746 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8475 corrupt_frac_t_0p6_0p8=0.1866 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.1985 out_w_norm=775.4061 out_g_norm=0.0109 loss_all=2.4765 init_gold_top10=0.5261 init_gold_top100=0.5304 +step=267400 micro_steps=267400 elapsed=33.4s lr=3.000000e-04 loss=2.6881 loss_recon=2.6881 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6012 corrupt_frac=1.0000 acc_corrupt=0.6012 loss_corrupt=2.6881 wrong_frac=0.4947 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.1014 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3948 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6735 corrupt_frac_t_0p4_0p6=0.2036 acc_corrupt_t_0p6_0p8=0.8509 corrupt_frac_t_0p6_0p8=0.2125 acc_corrupt_t_0p8_1p0=0.9610 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=775.5509 out_g_norm=0.0107 loss_all=3.5235 init_gold_top10=0.3999 init_gold_top100=0.4072 +step=267500 micro_steps=267500 elapsed=33.4s lr=3.000000e-04 loss=2.7898 loss_recon=2.7898 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5880 corrupt_frac=1.0000 acc_corrupt=0.5880 loss_corrupt=2.7898 wrong_frac=0.5056 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3999 corrupt_frac_t_0p2_0p4=0.2119 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=775.6960 out_g_norm=0.0108 loss_all=2.3790 init_gold_top10=0.5316 init_gold_top100=0.5348 +step=267600 micro_steps=267600 elapsed=33.5s lr=3.000000e-04 loss=2.7741 loss_recon=2.7741 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5904 corrupt_frac=1.0000 acc_corrupt=0.5904 loss_corrupt=2.7741 wrong_frac=0.5021 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9605 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=775.8414 out_g_norm=0.0109 loss_all=2.8839 init_gold_top10=0.5012 init_gold_top100=0.5067 +step=267700 micro_steps=267700 elapsed=33.4s lr=3.000000e-04 loss=2.7895 loss_recon=2.7895 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5890 corrupt_frac=1.0000 acc_corrupt=0.5890 loss_corrupt=2.7895 wrong_frac=0.5049 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.3948 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.6736 corrupt_frac_t_0p4_0p6=0.2094 acc_corrupt_t_0p6_0p8=0.8473 corrupt_frac_t_0p6_0p8=0.1853 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=775.9781 out_g_norm=0.0108 loss_all=2.9260 init_gold_top10=0.4578 init_gold_top100=0.4628 +step=267800 micro_steps=267800 elapsed=33.3s lr=3.000000e-04 loss=2.7245 loss_recon=2.7245 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5965 corrupt_frac=1.0000 acc_corrupt=0.5965 loss_corrupt=2.7245 wrong_frac=0.4968 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.1025 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.3880 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2106 out_w_norm=776.1138 out_g_norm=0.0107 loss_all=2.7395 init_gold_top10=0.5001 init_gold_top100=0.5064 +step=267900 micro_steps=267900 elapsed=33.2s lr=3.000000e-04 loss=2.7655 loss_recon=2.7655 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.7655 wrong_frac=0.5041 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.3910 corrupt_frac_t_0p2_0p4=0.2087 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=776.2521 out_g_norm=0.0112 loss_all=2.1932 init_gold_top10=0.5771 init_gold_top100=0.5826 +step=268000 micro_steps=268000 elapsed=33.1s lr=3.000000e-04 loss=2.7358 loss_recon=2.7358 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5959 corrupt_frac=1.0000 acc_corrupt=0.5959 loss_corrupt=2.7358 wrong_frac=0.4996 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.1071 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3928 corrupt_frac_t_0p2_0p4=0.2058 acc_corrupt_t_0p4_0p6=0.6765 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9588 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=776.3997 out_g_norm=0.0108 loss_all=3.1455 init_gold_top10=0.4041 init_gold_top100=0.4140 +step=268100 micro_steps=268100 elapsed=34.4s lr=3.000000e-04 loss=2.7329 loss_recon=2.7329 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5951 corrupt_frac=1.0000 acc_corrupt=0.5951 loss_corrupt=2.7329 wrong_frac=0.5016 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.3984 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9611 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=776.5406 out_g_norm=0.0108 loss_all=2.7441 init_gold_top10=0.4977 init_gold_top100=0.5033 +step=268200 micro_steps=268200 elapsed=33.1s lr=3.000000e-04 loss=2.6764 loss_recon=2.6764 loss_meanflow=0.0000 mean_model_t=0.5059 mean_corrupt_t=0.5059 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6023 corrupt_frac=1.0000 acc_corrupt=0.6023 loss_corrupt=2.6764 wrong_frac=0.4938 init_acc_corrupt=0.4728 acc_corrupt_t_0p0_0p2=0.1052 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6731 corrupt_frac_t_0p4_0p6=0.2128 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9610 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=776.6804 out_g_norm=0.0109 loss_all=2.8558 init_gold_top10=0.4880 init_gold_top100=0.4946 +step=268300 micro_steps=268300 elapsed=33.2s lr=3.000000e-04 loss=2.7013 loss_recon=2.7013 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5994 corrupt_frac=1.0000 acc_corrupt=0.5994 loss_corrupt=2.7013 wrong_frac=0.4957 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.1036 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3766 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6756 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=776.8132 out_g_norm=0.0107 loss_all=2.4605 init_gold_top10=0.5252 init_gold_top100=0.5318 +step=268400 micro_steps=268400 elapsed=33.2s lr=3.000000e-04 loss=2.6745 loss_recon=2.6745 loss_meanflow=0.0000 mean_model_t=0.5075 mean_corrupt_t=0.5075 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6034 corrupt_frac=1.0000 acc_corrupt=0.6034 loss_corrupt=2.6745 wrong_frac=0.4919 init_acc_corrupt=0.4744 acc_corrupt_t_0p0_0p2=0.1084 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6765 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8487 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=776.9406 out_g_norm=0.0109 loss_all=2.5388 init_gold_top10=0.5266 init_gold_top100=0.5322 +step=268500 micro_steps=268500 elapsed=33.1s lr=3.000000e-04 loss=2.7413 loss_recon=2.7413 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5942 corrupt_frac=1.0000 acc_corrupt=0.5942 loss_corrupt=2.7413 wrong_frac=0.5003 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.3954 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6721 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=777.0816 out_g_norm=0.0107 loss_all=2.1414 init_gold_top10=0.5703 init_gold_top100=0.5740 +step=268600 micro_steps=268600 elapsed=33.2s lr=3.000000e-04 loss=2.7495 loss_recon=2.7495 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5938 corrupt_frac=1.0000 acc_corrupt=0.5938 loss_corrupt=2.7495 wrong_frac=0.4992 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.1024 corrupt_frac_t_0p0_0p2=0.2042 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6743 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.2125 out_w_norm=777.2142 out_g_norm=0.0109 loss_all=3.0071 init_gold_top10=0.4787 init_gold_top100=0.4851 +step=268700 micro_steps=268700 elapsed=33.3s lr=3.000000e-04 loss=2.7079 loss_recon=2.7079 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5975 corrupt_frac=1.0000 acc_corrupt=0.5975 loss_corrupt=2.7079 wrong_frac=0.4981 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.1040 corrupt_frac_t_0p0_0p2=0.1897 acc_corrupt_t_0p2_0p4=0.3880 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6737 corrupt_frac_t_0p4_0p6=0.2125 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=777.3500 out_g_norm=0.0107 loss_all=3.4686 init_gold_top10=0.4170 init_gold_top100=0.4232 +step=268800 micro_steps=268800 elapsed=33.2s lr=3.000000e-04 loss=2.7645 loss_recon=2.7645 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5910 corrupt_frac=1.0000 acc_corrupt=0.5910 loss_corrupt=2.7645 wrong_frac=0.5042 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.1050 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.3869 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6682 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8485 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=777.4969 out_g_norm=0.0108 loss_all=3.5620 init_gold_top10=0.3832 init_gold_top100=0.3929 +step=268900 micro_steps=268900 elapsed=33.2s lr=3.000000e-04 loss=2.6965 loss_recon=2.6965 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5998 corrupt_frac=1.0000 acc_corrupt=0.5998 loss_corrupt=2.6965 wrong_frac=0.4950 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.3887 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.2122 acc_corrupt_t_0p6_0p8=0.8483 corrupt_frac_t_0p6_0p8=0.2042 acc_corrupt_t_0p8_1p0=0.9582 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=777.6379 out_g_norm=0.0106 loss_all=2.4999 init_gold_top10=0.5136 init_gold_top100=0.5199 +step=269000 micro_steps=269000 elapsed=33.3s lr=3.000000e-04 loss=2.7831 loss_recon=2.7831 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5897 corrupt_frac=1.0000 acc_corrupt=0.5897 loss_corrupt=2.7831 wrong_frac=0.5024 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1056 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.3896 corrupt_frac_t_0p2_0p4=0.2122 acc_corrupt_t_0p4_0p6=0.6751 corrupt_frac_t_0p4_0p6=0.1822 acc_corrupt_t_0p6_0p8=0.8482 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=777.7749 out_g_norm=0.0107 loss_all=2.0166 init_gold_top10=0.5678 init_gold_top100=0.5708 +step=269100 micro_steps=269100 elapsed=34.8s lr=3.000000e-04 loss=2.7851 loss_recon=2.7851 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5883 corrupt_frac=1.0000 acc_corrupt=0.5883 loss_corrupt=2.7851 wrong_frac=0.5032 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1051 corrupt_frac_t_0p0_0p2=0.2128 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=777.9107 out_g_norm=0.0108 loss_all=2.8195 init_gold_top10=0.4818 init_gold_top100=0.4865 +step=269200 micro_steps=269200 elapsed=33.4s lr=3.000000e-04 loss=2.6645 loss_recon=2.6645 loss_meanflow=0.0000 mean_model_t=0.5106 mean_corrupt_t=0.5106 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6052 corrupt_frac=1.0000 acc_corrupt=0.6052 loss_corrupt=2.6645 wrong_frac=0.4893 init_acc_corrupt=0.4771 acc_corrupt_t_0p0_0p2=0.1070 corrupt_frac_t_0p0_0p2=0.1973 acc_corrupt_t_0p2_0p4=0.3919 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6744 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.2172 out_w_norm=778.0545 out_g_norm=0.0107 loss_all=2.5200 init_gold_top10=0.5363 init_gold_top100=0.5409 +step=269300 micro_steps=269300 elapsed=33.3s lr=3.000000e-04 loss=2.7933 loss_recon=2.7933 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5883 corrupt_frac=1.0000 acc_corrupt=0.5883 loss_corrupt=2.7933 wrong_frac=0.5052 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.2124 acc_corrupt_t_0p2_0p4=0.3886 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6743 corrupt_frac_t_0p4_0p6=0.1841 acc_corrupt_t_0p6_0p8=0.8473 corrupt_frac_t_0p6_0p8=0.2131 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=778.2009 out_g_norm=0.0107 loss_all=3.3427 init_gold_top10=0.4255 init_gold_top100=0.4327 +step=269400 micro_steps=269400 elapsed=33.4s lr=3.000000e-04 loss=2.8107 loss_recon=2.8107 loss_meanflow=0.0000 mean_model_t=0.4904 mean_corrupt_t=0.4904 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5845 corrupt_frac=1.0000 acc_corrupt=0.5845 loss_corrupt=2.8107 wrong_frac=0.5096 init_acc_corrupt=0.4539 acc_corrupt_t_0p0_0p2=0.1027 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.3864 corrupt_frac_t_0p2_0p4=0.2097 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9593 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=778.3436 out_g_norm=0.0111 loss_all=3.5049 init_gold_top10=0.4136 init_gold_top100=0.4216 +step=269500 micro_steps=269500 elapsed=33.4s lr=3.000000e-04 loss=2.7066 loss_recon=2.7066 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5997 corrupt_frac=1.0000 acc_corrupt=0.5997 loss_corrupt=2.7066 wrong_frac=0.4962 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1058 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3995 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6768 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8473 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9602 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=778.4782 out_g_norm=0.0106 loss_all=2.6147 init_gold_top10=0.5196 init_gold_top100=0.5270 +step=269600 micro_steps=269600 elapsed=33.2s lr=3.000000e-04 loss=2.7598 loss_recon=2.7598 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5898 corrupt_frac=1.0000 acc_corrupt=0.5898 loss_corrupt=2.7598 wrong_frac=0.5056 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.1059 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.3960 corrupt_frac_t_0p2_0p4=0.2083 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.2125 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=778.6172 out_g_norm=0.0106 loss_all=2.7533 init_gold_top10=0.4933 init_gold_top100=0.4980 +step=269700 micro_steps=269700 elapsed=33.2s lr=3.000000e-04 loss=2.7360 loss_recon=2.7360 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5956 corrupt_frac=1.0000 acc_corrupt=0.5956 loss_corrupt=2.7360 wrong_frac=0.4964 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1060 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.3905 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=778.7645 out_g_norm=0.0108 loss_all=2.1451 init_gold_top10=0.5658 init_gold_top100=0.5695 +step=269800 micro_steps=269800 elapsed=33.2s lr=3.000000e-04 loss=2.7238 loss_recon=2.7238 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5943 corrupt_frac=1.0000 acc_corrupt=0.5943 loss_corrupt=2.7238 wrong_frac=0.4996 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.1063 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.3918 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=778.8994 out_g_norm=0.0108 loss_all=2.3877 init_gold_top10=0.5352 init_gold_top100=0.5398 +step=269900 micro_steps=269900 elapsed=33.1s lr=3.000000e-04 loss=2.7494 loss_recon=2.7494 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5941 corrupt_frac=1.0000 acc_corrupt=0.5941 loss_corrupt=2.7494 wrong_frac=0.4985 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.1044 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.3852 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.2061 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=779.0366 out_g_norm=0.0107 loss_all=2.5508 init_gold_top10=0.5467 init_gold_top100=0.5522 +step=270000 micro_steps=270000 elapsed=33.2s lr=3.000000e-04 loss=2.7068 loss_recon=2.7068 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5987 corrupt_frac=1.0000 acc_corrupt=0.5987 loss_corrupt=2.7068 wrong_frac=0.4960 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.1053 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3949 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6738 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=779.1751 out_g_norm=0.0106 loss_all=2.5405 init_gold_top10=0.5167 init_gold_top100=0.5202 +step=270100 micro_steps=270100 elapsed=52.5s lr=3.000000e-04 loss=2.6945 loss_recon=2.6945 loss_meanflow=0.0000 mean_model_t=0.5070 mean_corrupt_t=0.5070 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6005 corrupt_frac=1.0000 acc_corrupt=0.6005 loss_corrupt=2.6945 wrong_frac=0.4926 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.1100 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.1926 acc_corrupt_t_0p6_0p8=0.8488 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2141 out_w_norm=779.3182 out_g_norm=0.0107 loss_all=2.5406 init_gold_top10=0.5151 init_gold_top100=0.5204 +step=270200 micro_steps=270200 elapsed=53.2s lr=3.000000e-04 loss=2.6606 loss_recon=2.6606 loss_meanflow=0.0000 mean_model_t=0.5084 mean_corrupt_t=0.5084 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6050 corrupt_frac=1.0000 acc_corrupt=0.6050 loss_corrupt=2.6606 wrong_frac=0.4914 init_acc_corrupt=0.4747 acc_corrupt_t_0p0_0p2=0.1037 corrupt_frac_t_0p0_0p2=0.1872 acc_corrupt_t_0p2_0p4=0.3961 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8510 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9595 corrupt_frac_t_0p8_1p0=0.2097 out_w_norm=779.4523 out_g_norm=0.0107 loss_all=2.5679 init_gold_top10=0.4887 init_gold_top100=0.4948 +step=270300 micro_steps=270300 elapsed=53.2s lr=3.000000e-04 loss=2.7986 loss_recon=2.7986 loss_meanflow=0.0000 mean_model_t=0.4917 mean_corrupt_t=0.4917 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5855 corrupt_frac=1.0000 acc_corrupt=0.5855 loss_corrupt=2.7986 wrong_frac=0.5080 init_acc_corrupt=0.4566 acc_corrupt_t_0p0_0p2=0.1043 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.3875 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6691 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.2137 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1802 out_w_norm=779.5900 out_g_norm=0.0109 loss_all=2.5512 init_gold_top10=0.5124 init_gold_top100=0.5187 +step=270400 micro_steps=270400 elapsed=53.2s lr=3.000000e-04 loss=2.6992 loss_recon=2.6992 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6002 corrupt_frac=1.0000 acc_corrupt=0.6002 loss_corrupt=2.6992 wrong_frac=0.4958 init_acc_corrupt=0.4710 acc_corrupt_t_0p0_0p2=0.1028 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.3971 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.2156 acc_corrupt_t_0p8_1p0=0.9599 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=779.7319 out_g_norm=0.0107 loss_all=2.5318 init_gold_top10=0.5006 init_gold_top100=0.5049 +step=270500 micro_steps=270500 elapsed=53.1s lr=3.000000e-04 loss=2.7212 loss_recon=2.7212 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.5980 corrupt_frac=1.0000 acc_corrupt=0.5980 loss_corrupt=2.7212 wrong_frac=0.4952 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.1064 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.3877 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6724 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8484 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=779.8655 out_g_norm=0.0106 loss_all=3.5828 init_gold_top10=0.4228 init_gold_top100=0.4311 diff --git a/LTA_openwebtext_dualt/logs/lta_owt_c1024_gpt2_cached_exact100_repeat1024_4gpu_200step_small384x6_batchvalidwrong.log b/LTA_openwebtext_dualt/logs/lta_owt_c1024_gpt2_cached_exact100_repeat1024_4gpu_200step_small384x6_batchvalidwrong.log new file mode 100644 index 0000000000000000000000000000000000000000..66349938435dc9d3b6766c163f186f9368408bc9 --- /dev/null +++ b/LTA_openwebtext_dualt/logs/lta_owt_c1024_gpt2_cached_exact100_repeat1024_4gpu_200step_small384x6_batchvalidwrong.log @@ -0,0 +1,83 @@ +W0512 20:08:32.846000 241078 torch/distributed/run.py:792] +W0512 20:08:32.846000 241078 torch/distributed/run.py:792] ***************************************** +W0512 20:08:32.846000 241078 torch/distributed/run.py:792] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. +W0512 20:08:32.846000 241078 torch/distributed/run.py:792] ***************************************** +[rank0]:[W512 20:08:34.635036290 ProcessGroupNCCL.cpp:4571] [PG ID 0 PG GUID 0 Rank 0] using GPU 0 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. Specify device_ids in barrier() to force use of a particular device, or call init_process_group() with a device_id. +[rank3]:[W512 20:08:34.675343368 ProcessGroupNCCL.cpp:4571] [PG ID 0 PG GUID 0 Rank 3] using GPU 3 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. Specify device_ids in barrier() to force use of a particular device, or call init_process_group() with a device_id. +[rank1]:[W512 20:08:34.704311615 ProcessGroupNCCL.cpp:4571] [PG ID 0 PG GUID 0 Rank 1] using GPU 1 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. Specify device_ids in barrier() to force use of a particular device, or call init_process_group() with a device_id. +[rank2]:[W512 20:08:34.712623507 ProcessGroupNCCL.cpp:4571] [PG ID 0 PG GUID 0 Rank 2] using GPU 2 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. Specify device_ids in barrier() to force use of a particular device, or call init_process_group() with a device_id. +{ + "device": "cuda:0", + "rank": 0, + "world_size": 4, + "samples": "owt_cached_chunks:100", + "vocab_size": 50257, + "save_dir": "runs/lta_owt_c1024_gpt2_cached_exact100_repeat1024_4gpu_200step_small384x6_batchvalidwrong", + "batch_size": 16, + "grad_accum": 8, + "effective_batch_size": 512, + "global_batch_size": 512, + "lr_schedule": "constant_warmup", + "warmup_steps": 20, + "adam_beta1": 0.9, + "adam_beta2": 0.999, + "adam_eps": 1e-08, + "model_type": "ddit", + "dual_t": true, + "corrupt_t_mode": "independent", + "corrupt_min_t": null, + "corrupt_max_t": null, + "dirichlet_endpoint_mode": "categorical_dual_t", + "dirichlet_semantic_t_mode": "same", + "dirichlet_semantic_t_value": 0.0, + "categorical_wrong_from_full_vocab": false, + "categorical_wrong_from_batch_valid_tokens": true, + "simplex_bridge_sampler": "dirichlet", + "logistic_normal_sigma_min": 0.18, + "logistic_normal_sigma_max": 2.2, + "logistic_normal_tau_min": 0.65, + "logistic_normal_tau_max": 1.15, + "torch_compile": false, + "compile_mode": "max-autotune", + "state_format": "prob", + "target_loss": "hard_ce", + "meanflow_weight": 0.0, + "bridge_noise_init": "logistic_normal", + "noise_sigma": -1.0, + "wrap": true, + "wrap_mode": "stream", + "wrap_record_buffer_size": 200, + "owt_cached_chunks": true, + "owt_chunk_cache_dir": "/e2e-data/evad-tech-vla/wanghan58/data/small_benchmarks/langflow_2604_11748/openwebtext_lta_cached_chunks/gpt2_len1024_train_minus_100k_exact100", + "owt_chunk_cache_rebuild": false, + "owt_chunk_cache_write_batch": 4096, + "owt_exact_repeat_per_chunk": 1024, + "online_chunk_shuffle": false, + "online_chunk_shuffle_buffer": 10000, + "openwebtext_split": "train_minus_100k", + "detokenizer": "auto", + "resolved_detokenizer": null, + "num_workers": 0, + "latest_every": 50, + "resume_path": "" +} +step=10 micro_steps=80 elapsed=17.9s lr=1.650000e-04 loss_all=10.7520 acc_all=0.6379 loss_corrupt=10.7665 acc_corrupt=0.4317 corrupt_frac=0.5586 loss=10.7665 loss_recon=10.7665 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4951 init_acc_corrupt=0.4700 init_gold_top10=0.4988 init_gold_top100=0.5290 +step=20 micro_steps=160 elapsed=17.4s lr=3.000000e-04 loss_all=10.0640 acc_all=0.2622 loss_corrupt=10.0881 acc_corrupt=0.1638 corrupt_frac=0.5436 loss=10.0881 loss_recon=10.0881 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4917 init_acc_corrupt=0.4748 init_gold_top10=0.5028 init_gold_top100=0.5310 +step=30 micro_steps=240 elapsed=17.4s lr=3.000000e-04 loss_all=8.5907 acc_all=0.0667 loss_corrupt=8.6036 acc_corrupt=0.0557 corrupt_frac=0.5511 loss=8.6036 loss_recon=8.6036 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4990 init_acc_corrupt=0.4640 init_gold_top10=0.4952 init_gold_top100=0.5250 +step=40 micro_steps=320 elapsed=17.4s lr=3.000000e-04 loss_all=7.4232 acc_all=0.0992 loss_corrupt=7.4581 acc_corrupt=0.0758 corrupt_frac=0.5403 loss=7.4581 loss_recon=7.4581 loss_meanflow=0.0000 mean_model_t=0.5071 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4962 init_acc_corrupt=0.4710 init_gold_top10=0.4983 init_gold_top100=0.5262 +step=50 micro_steps=400 elapsed=17.4s lr=3.000000e-04 loss_all=6.7747 acc_all=0.1536 loss_corrupt=6.9464 acc_corrupt=0.1138 corrupt_frac=0.5425 loss=6.9464 loss_recon=6.9464 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5094 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4919 init_acc_corrupt=0.4734 init_gold_top10=0.5024 init_gold_top100=0.5309 +step=60 micro_steps=480 elapsed=18.1s lr=3.000000e-04 loss_all=5.8968 acc_all=0.2070 loss_corrupt=6.4232 acc_corrupt=0.1466 corrupt_frac=0.5551 loss=6.4232 loss_recon=6.4232 loss_meanflow=0.0000 mean_model_t=0.4866 mean_corrupt_t=0.4882 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.5221 init_acc_corrupt=0.4399 init_gold_top10=0.4717 init_gold_top100=0.5046 +step=70 micro_steps=560 elapsed=17.4s lr=3.000000e-04 loss_all=4.1907 acc_all=0.4661 loss_corrupt=5.3401 acc_corrupt=0.3180 corrupt_frac=0.5530 loss=5.3401 loss_recon=5.3401 loss_meanflow=0.0000 mean_model_t=0.5096 mean_corrupt_t=0.5101 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4880 init_acc_corrupt=0.4800 init_gold_top10=0.5069 init_gold_top100=0.5339 +step=80 micro_steps=640 elapsed=17.4s lr=3.000000e-04 loss_all=2.9934 acc_all=0.6596 loss_corrupt=4.7849 acc_corrupt=0.4321 corrupt_frac=0.5458 loss=4.7849 loss_recon=4.7849 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.5064 init_acc_corrupt=0.4564 init_gold_top10=0.4874 init_gold_top100=0.5181 +step=90 micro_steps=720 elapsed=17.4s lr=3.000000e-04 loss_all=2.6839 acc_all=0.6965 loss_corrupt=4.4455 acc_corrupt=0.4660 corrupt_frac=0.5379 loss=4.4455 loss_recon=4.4455 loss_meanflow=0.0000 mean_model_t=0.4860 mean_corrupt_t=0.5105 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4883 init_acc_corrupt=0.4772 init_gold_top10=0.5057 init_gold_top100=0.5341 +step=100 micro_steps=800 elapsed=17.4s lr=3.000000e-04 loss_all=2.6332 acc_all=0.7055 loss_corrupt=4.4267 acc_corrupt=0.4659 corrupt_frac=0.5472 loss=4.4267 loss_recon=4.4267 loss_meanflow=0.0000 mean_model_t=0.5105 mean_corrupt_t=0.4932 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.5055 init_acc_corrupt=0.4587 init_gold_top10=0.4886 init_gold_top100=0.5190 +step=110 micro_steps=880 elapsed=18.7s lr=3.000000e-04 loss_all=2.5071 acc_all=0.7149 loss_corrupt=4.2114 acc_corrupt=0.4882 corrupt_frac=0.5545 loss=4.2114 loss_recon=4.2114 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5111 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4856 init_acc_corrupt=0.4813 init_gold_top10=0.5091 init_gold_top100=0.5364 +step=120 micro_steps=960 elapsed=17.4s lr=3.000000e-04 loss_all=2.4989 acc_all=0.7103 loss_corrupt=4.2859 acc_corrupt=0.4678 corrupt_frac=0.5444 loss=4.2859 loss_recon=4.2859 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.5054 init_acc_corrupt=0.4600 init_gold_top10=0.4886 init_gold_top100=0.5183 +step=130 micro_steps=1040 elapsed=17.4s lr=3.000000e-04 loss_all=2.3946 acc_all=0.7167 loss_corrupt=4.1501 acc_corrupt=0.4788 corrupt_frac=0.5411 loss=4.1501 loss_recon=4.1501 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4966 init_acc_corrupt=0.4691 init_gold_top10=0.4977 init_gold_top100=0.5270 +step=140 micro_steps=1120 elapsed=17.4s lr=3.000000e-04 loss_all=2.4375 acc_all=0.7048 loss_corrupt=4.1514 acc_corrupt=0.4716 corrupt_frac=0.5580 loss=4.1514 loss_recon=4.1514 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.5046 init_acc_corrupt=0.4610 init_gold_top10=0.4895 init_gold_top100=0.5205 +step=150 micro_steps=1200 elapsed=17.4s lr=3.000000e-04 loss_all=2.2902 acc_all=0.7165 loss_corrupt=3.9504 acc_corrupt=0.4876 corrupt_frac=0.5521 loss=3.9504 loss_recon=3.9504 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4911 init_acc_corrupt=0.4772 init_gold_top10=0.5034 init_gold_top100=0.5311 +step=160 micro_steps=1280 elapsed=18.0s lr=3.000000e-04 loss_all=2.2115 acc_all=0.7206 loss_corrupt=3.9186 acc_corrupt=0.4821 corrupt_frac=0.5398 loss=3.9186 loss_recon=3.9186 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4946 init_acc_corrupt=0.4708 init_gold_top10=0.4994 init_gold_top100=0.5294 +step=170 micro_steps=1360 elapsed=17.4s lr=3.000000e-04 loss_all=2.2306 acc_all=0.7119 loss_corrupt=3.8726 acc_corrupt=0.4791 corrupt_frac=0.5507 loss=3.8726 loss_recon=3.8726 loss_meanflow=0.0000 mean_model_t=0.5059 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4967 init_acc_corrupt=0.4668 init_gold_top10=0.4975 init_gold_top100=0.5268 +step=180 micro_steps=1440 elapsed=17.4s lr=3.000000e-04 loss_all=2.2149 acc_all=0.7080 loss_corrupt=3.8057 acc_corrupt=0.4794 corrupt_frac=0.5600 loss=3.8057 loss_recon=3.8057 loss_meanflow=0.0000 mean_model_t=0.5141 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4974 init_acc_corrupt=0.4651 init_gold_top10=0.4964 init_gold_top100=0.5273 +step=190 micro_steps=1520 elapsed=17.4s lr=3.000000e-04 loss_all=2.2150 acc_all=0.7051 loss_corrupt=3.8357 acc_corrupt=0.4713 corrupt_frac=0.5590 loss=3.8357 loss_recon=3.8357 loss_meanflow=0.0000 mean_model_t=0.4854 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.5086 init_acc_corrupt=0.4567 init_gold_top10=0.4856 init_gold_top100=0.5141 +step=200 micro_steps=1600 elapsed=17.4s lr=3.000000e-04 loss_all=2.0763 acc_all=0.7206 loss_corrupt=3.7013 acc_corrupt=0.4838 corrupt_frac=0.5418 loss=3.7013 loss_recon=3.7013 loss_meanflow=0.0000 mean_model_t=0.4878 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 prior_center_loss_beta=0.0000 wrong_frac=0.4982 init_acc_corrupt=0.4673 init_gold_top10=0.4961 init_gold_top100=0.5249 diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/_sourcemod_builtins.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/_sourcemod_builtins.py new file mode 100644 index 0000000000000000000000000000000000000000..8e29543634907174ff0d61eeeb980611979cb7f1 --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/_sourcemod_builtins.py @@ -0,0 +1,1151 @@ +""" + pygments.lexers._sourcemod_builtins + ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + + This file contains the names of SourceMod functions. + + Do not edit the FUNCTIONS list by hand. + + Run with `python -I` to regenerate. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +FUNCTIONS = ( + 'OnEntityCreated', + 'OnEntityDestroyed', + 'OnGetGameDescription', + 'OnLevelInit', + 'SDKHook', + 'SDKHookEx', + 'SDKUnhook', + 'SDKHooks_TakeDamage', + 'SDKHooks_DropWeapon', + 'TopMenuHandler', + 'CreateTopMenu', + 'LoadTopMenuConfig', + 'AddToTopMenu', + 'GetTopMenuInfoString', + 'GetTopMenuObjName', + 'RemoveFromTopMenu', + 'DisplayTopMenu', + 'DisplayTopMenuCategory', + 'FindTopMenuCategory', + 'SetTopMenuTitleCaching', + 'OnAdminMenuCreated', + 'OnAdminMenuReady', + 'GetAdminTopMenu', + 'AddTargetsToMenu', + 'AddTargetsToMenu2', + 'RedisplayAdminMenu', + 'TEHook', + 'AddTempEntHook', + 'RemoveTempEntHook', + 'TE_Start', + 'TE_IsValidProp', + 'TE_WriteNum', + 'TE_ReadNum', + 'TE_WriteFloat', + 'TE_ReadFloat', + 'TE_WriteVector', + 'TE_ReadVector', + 'TE_WriteAngles', + 'TE_WriteFloatArray', + 'TE_Send', + 'TE_WriteEncodedEnt', + 'TE_SendToAll', + 'TE_SendToClient', + 'CreateKeyValues', + 'KvSetString', + 'KvSetNum', + 'KvSetUInt64', + 'KvSetFloat', + 'KvSetColor', + 'KvSetVector', + 'KvGetString', + 'KvGetNum', + 'KvGetFloat', + 'KvGetColor', + 'KvGetUInt64', + 'KvGetVector', + 'KvJumpToKey', + 'KvJumpToKeySymbol', + 'KvGotoFirstSubKey', + 'KvGotoNextKey', + 'KvSavePosition', + 'KvDeleteKey', + 'KvDeleteThis', + 'KvGoBack', + 'KvRewind', + 'KvGetSectionName', + 'KvSetSectionName', + 'KvGetDataType', + 'KeyValuesToFile', + 'FileToKeyValues', + 'StringToKeyValues', + 'KvSetEscapeSequences', + 'KvNodesInStack', + 'KvCopySubkeys', + 'KvFindKeyById', + 'KvGetNameSymbol', + 'KvGetSectionSymbol', + 'TE_SetupSparks', + 'TE_SetupSmoke', + 'TE_SetupDust', + 'TE_SetupMuzzleFlash', + 'TE_SetupMetalSparks', + 'TE_SetupEnergySplash', + 'TE_SetupArmorRicochet', + 'TE_SetupGlowSprite', + 'TE_SetupExplosion', + 'TE_SetupBloodSprite', + 'TE_SetupBeamRingPoint', + 'TE_SetupBeamPoints', + 'TE_SetupBeamLaser', + 'TE_SetupBeamRing', + 'TE_SetupBeamFollow', + 'HookEvent', + 'HookEventEx', + 'UnhookEvent', + 'CreateEvent', + 'FireEvent', + 'CancelCreatedEvent', + 'GetEventBool', + 'SetEventBool', + 'GetEventInt', + 'SetEventInt', + 'GetEventFloat', + 'SetEventFloat', + 'GetEventString', + 'SetEventString', + 'GetEventName', + 'SetEventBroadcast', + 'GetUserMessageType', + 'GetUserMessageId', + 'GetUserMessageName', + 'StartMessage', + 'StartMessageEx', + 'EndMessage', + 'MsgHook', + 'MsgPostHook', + 'HookUserMessage', + 'UnhookUserMessage', + 'StartMessageAll', + 'StartMessageOne', + 'InactivateClient', + 'ReconnectClient', + 'GetMaxEntities', + 'GetEntityCount', + 'IsValidEntity', + 'IsValidEdict', + 'IsEntNetworkable', + 'CreateEdict', + 'RemoveEdict', + 'GetEdictFlags', + 'SetEdictFlags', + 'GetEdictClassname', + 'GetEntityNetClass', + 'ChangeEdictState', + 'GetEntData', + 'SetEntData', + 'GetEntDataFloat', + 'SetEntDataFloat', + 'GetEntDataEnt2', + 'SetEntDataEnt2', + 'GetEntDataVector', + 'SetEntDataVector', + 'GetEntDataString', + 'SetEntDataString', + 'FindSendPropOffs', + 'FindSendPropInfo', + 'FindDataMapOffs', + 'FindDataMapInfo', + 'GetEntSendPropOffs', + 'GetEntProp', + 'SetEntProp', + 'GetEntPropFloat', + 'SetEntPropFloat', + 'GetEntPropEnt', + 'SetEntPropEnt', + 'GetEntPropVector', + 'SetEntPropVector', + 'GetEntPropString', + 'SetEntPropString', + 'GetEntPropArraySize', + 'GetEntDataArray', + 'SetEntDataArray', + 'GetEntityAddress', + 'GetEntityClassname', + 'float', + 'FloatMul', + 'FloatDiv', + 'FloatAdd', + 'FloatSub', + 'FloatFraction', + 'RoundToZero', + 'RoundToCeil', + 'RoundToFloor', + 'RoundToNearest', + 'FloatCompare', + 'SquareRoot', + 'Pow', + 'Exponential', + 'Logarithm', + 'Sine', + 'Cosine', + 'Tangent', + 'FloatAbs', + 'ArcTangent', + 'ArcCosine', + 'ArcSine', + 'ArcTangent2', + 'RoundFloat', + 'operator%', + 'DegToRad', + 'RadToDeg', + 'GetURandomInt', + 'GetURandomFloat', + 'SetURandomSeed', + 'SetURandomSeedSimple', + 'RemovePlayerItem', + 'GivePlayerItem', + 'GetPlayerWeaponSlot', + 'IgniteEntity', + 'ExtinguishEntity', + 'TeleportEntity', + 'ForcePlayerSuicide', + 'SlapPlayer', + 'FindEntityByClassname', + 'GetClientEyeAngles', + 'CreateEntityByName', + 'DispatchSpawn', + 'DispatchKeyValue', + 'DispatchKeyValueFloat', + 'DispatchKeyValueVector', + 'GetClientAimTarget', + 'GetTeamCount', + 'GetTeamName', + 'GetTeamScore', + 'SetTeamScore', + 'GetTeamClientCount', + 'SetEntityModel', + 'GetPlayerDecalFile', + 'GetPlayerJingleFile', + 'GetServerNetStats', + 'EquipPlayerWeapon', + 'ActivateEntity', + 'SetClientInfo', + 'GivePlayerAmmo', + 'SetClientListeningFlags', + 'GetClientListeningFlags', + 'SetListenOverride', + 'GetListenOverride', + 'IsClientMuted', + 'TR_GetPointContents', + 'TR_GetPointContentsEnt', + 'TR_TraceRay', + 'TR_TraceHull', + 'TR_TraceRayFilter', + 'TR_TraceHullFilter', + 'TR_TraceRayEx', + 'TR_TraceHullEx', + 'TR_TraceRayFilterEx', + 'TR_TraceHullFilterEx', + 'TR_GetFraction', + 'TR_GetEndPosition', + 'TR_GetEntityIndex', + 'TR_DidHit', + 'TR_GetHitGroup', + 'TR_GetPlaneNormal', + 'TR_PointOutsideWorld', + 'SortIntegers', + 'SortFloats', + 'SortStrings', + 'SortFunc1D', + 'SortCustom1D', + 'SortCustom2D', + 'SortADTArray', + 'SortFuncADTArray', + 'SortADTArrayCustom', + 'CompileRegex', + 'MatchRegex', + 'GetRegexSubString', + 'SimpleRegexMatch', + 'TF2_GetPlayerClass', + 'TF2_SetPlayerClass', + 'TF2_RemoveWeaponSlot', + 'TF2_RemoveAllWeapons', + 'TF2_IsPlayerInCondition', + 'TF2_GetObjectType', + 'TF2_GetObjectMode', + 'NominateMap', + 'RemoveNominationByMap', + 'RemoveNominationByOwner', + 'GetExcludeMapList', + 'GetNominatedMapList', + 'CanMapChooserStartVote', + 'InitiateMapChooserVote', + 'HasEndOfMapVoteFinished', + 'EndOfMapVoteEnabled', + 'OnNominationRemoved', + 'OnMapVoteStarted', + 'CreateTimer', + 'KillTimer', + 'TriggerTimer', + 'GetTickedTime', + 'GetMapTimeLeft', + 'GetMapTimeLimit', + 'ExtendMapTimeLimit', + 'GetTickInterval', + 'OnMapTimeLeftChanged', + 'IsServerProcessing', + 'CreateDataTimer', + 'ByteCountToCells', + 'CreateArray', + 'ClearArray', + 'CloneArray', + 'ResizeArray', + 'GetArraySize', + 'PushArrayCell', + 'PushArrayString', + 'PushArrayArray', + 'GetArrayCell', + 'GetArrayString', + 'GetArrayArray', + 'SetArrayCell', + 'SetArrayString', + 'SetArrayArray', + 'ShiftArrayUp', + 'RemoveFromArray', + 'SwapArrayItems', + 'FindStringInArray', + 'FindValueInArray', + 'ProcessTargetString', + 'ReplyToTargetError', + 'MultiTargetFilter', + 'AddMultiTargetFilter', + 'RemoveMultiTargetFilter', + 'OnBanClient', + 'OnBanIdentity', + 'OnRemoveBan', + 'BanClient', + 'BanIdentity', + 'RemoveBan', + 'CreateTrie', + 'SetTrieValue', + 'SetTrieArray', + 'SetTrieString', + 'GetTrieValue', + 'GetTrieArray', + 'GetTrieString', + 'RemoveFromTrie', + 'ClearTrie', + 'GetTrieSize', + 'GetFunctionByName', + 'CreateGlobalForward', + 'CreateForward', + 'GetForwardFunctionCount', + 'AddToForward', + 'RemoveFromForward', + 'RemoveAllFromForward', + 'Call_StartForward', + 'Call_StartFunction', + 'Call_PushCell', + 'Call_PushCellRef', + 'Call_PushFloat', + 'Call_PushFloatRef', + 'Call_PushArray', + 'Call_PushArrayEx', + 'Call_PushString', + 'Call_PushStringEx', + 'Call_Finish', + 'Call_Cancel', + 'NativeCall', + 'CreateNative', + 'ThrowNativeError', + 'GetNativeStringLength', + 'GetNativeString', + 'SetNativeString', + 'GetNativeCell', + 'GetNativeCellRef', + 'SetNativeCellRef', + 'GetNativeArray', + 'SetNativeArray', + 'FormatNativeString', + 'RequestFrameCallback', + 'RequestFrame', + 'OnRebuildAdminCache', + 'DumpAdminCache', + 'AddCommandOverride', + 'GetCommandOverride', + 'UnsetCommandOverride', + 'CreateAdmGroup', + 'FindAdmGroup', + 'SetAdmGroupAddFlag', + 'GetAdmGroupAddFlag', + 'GetAdmGroupAddFlags', + 'SetAdmGroupImmuneFrom', + 'GetAdmGroupImmuneCount', + 'GetAdmGroupImmuneFrom', + 'AddAdmGroupCmdOverride', + 'GetAdmGroupCmdOverride', + 'RegisterAuthIdentType', + 'CreateAdmin', + 'GetAdminUsername', + 'BindAdminIdentity', + 'SetAdminFlag', + 'GetAdminFlag', + 'GetAdminFlags', + 'AdminInheritGroup', + 'GetAdminGroupCount', + 'GetAdminGroup', + 'SetAdminPassword', + 'GetAdminPassword', + 'FindAdminByIdentity', + 'RemoveAdmin', + 'FlagBitsToBitArray', + 'FlagBitArrayToBits', + 'FlagArrayToBits', + 'FlagBitsToArray', + 'FindFlagByName', + 'FindFlagByChar', + 'FindFlagChar', + 'ReadFlagString', + 'CanAdminTarget', + 'CreateAuthMethod', + 'SetAdmGroupImmunityLevel', + 'GetAdmGroupImmunityLevel', + 'SetAdminImmunityLevel', + 'GetAdminImmunityLevel', + 'FlagToBit', + 'BitToFlag', + 'ServerCommand', + 'ServerCommandEx', + 'InsertServerCommand', + 'ServerExecute', + 'ClientCommand', + 'FakeClientCommand', + 'FakeClientCommandEx', + 'PrintToServer', + 'PrintToConsole', + 'ReplyToCommand', + 'GetCmdReplySource', + 'SetCmdReplySource', + 'IsChatTrigger', + 'ShowActivity2', + 'ShowActivity', + 'ShowActivityEx', + 'FormatActivitySource', + 'SrvCmd', + 'RegServerCmd', + 'ConCmd', + 'RegConsoleCmd', + 'RegAdminCmd', + 'GetCmdArgs', + 'GetCmdArg', + 'GetCmdArgString', + 'CreateConVar', + 'FindConVar', + 'ConVarChanged', + 'HookConVarChange', + 'UnhookConVarChange', + 'GetConVarBool', + 'SetConVarBool', + 'GetConVarInt', + 'SetConVarInt', + 'GetConVarFloat', + 'SetConVarFloat', + 'GetConVarString', + 'SetConVarString', + 'ResetConVar', + 'GetConVarDefault', + 'GetConVarFlags', + 'SetConVarFlags', + 'GetConVarBounds', + 'SetConVarBounds', + 'GetConVarName', + 'QueryClientConVar', + 'GetCommandIterator', + 'ReadCommandIterator', + 'CheckCommandAccess', + 'CheckAccess', + 'IsValidConVarChar', + 'GetCommandFlags', + 'SetCommandFlags', + 'FindFirstConCommand', + 'FindNextConCommand', + 'SendConVarValue', + 'AddServerTag', + 'RemoveServerTag', + 'CommandListener', + 'AddCommandListener', + 'RemoveCommandListener', + 'CommandExists', + 'OnClientSayCommand', + 'OnClientSayCommand_Post', + 'TF2_IgnitePlayer', + 'TF2_RespawnPlayer', + 'TF2_RegeneratePlayer', + 'TF2_AddCondition', + 'TF2_RemoveCondition', + 'TF2_SetPlayerPowerPlay', + 'TF2_DisguisePlayer', + 'TF2_RemovePlayerDisguise', + 'TF2_StunPlayer', + 'TF2_MakeBleed', + 'TF2_GetClass', + 'TF2_CalcIsAttackCritical', + 'TF2_OnIsHolidayActive', + 'TF2_IsHolidayActive', + 'TF2_IsPlayerInDuel', + 'TF2_RemoveWearable', + 'TF2_OnConditionAdded', + 'TF2_OnConditionRemoved', + 'TF2_OnWaitingForPlayersStart', + 'TF2_OnWaitingForPlayersEnd', + 'TF2_OnPlayerTeleport', + 'SQL_Connect', + 'SQL_DefConnect', + 'SQL_ConnectCustom', + 'SQLite_UseDatabase', + 'SQL_CheckConfig', + 'SQL_GetDriver', + 'SQL_ReadDriver', + 'SQL_GetDriverIdent', + 'SQL_GetDriverProduct', + 'SQL_SetCharset', + 'SQL_GetAffectedRows', + 'SQL_GetInsertId', + 'SQL_GetError', + 'SQL_EscapeString', + 'SQL_QuoteString', + 'SQL_FastQuery', + 'SQL_Query', + 'SQL_PrepareQuery', + 'SQL_FetchMoreResults', + 'SQL_HasResultSet', + 'SQL_GetRowCount', + 'SQL_GetFieldCount', + 'SQL_FieldNumToName', + 'SQL_FieldNameToNum', + 'SQL_FetchRow', + 'SQL_MoreRows', + 'SQL_Rewind', + 'SQL_FetchString', + 'SQL_FetchFloat', + 'SQL_FetchInt', + 'SQL_IsFieldNull', + 'SQL_FetchSize', + 'SQL_BindParamInt', + 'SQL_BindParamFloat', + 'SQL_BindParamString', + 'SQL_Execute', + 'SQL_LockDatabase', + 'SQL_UnlockDatabase', + 'SQLTCallback', + 'SQL_IsSameConnection', + 'SQL_TConnect', + 'SQL_TQuery', + 'SQL_CreateTransaction', + 'SQL_AddQuery', + 'SQLTxnSuccess', + 'SQLTxnFailure', + 'SQL_ExecuteTransaction', + 'CloseHandle', + 'CloneHandle', + 'MenuHandler', + 'CreateMenu', + 'DisplayMenu', + 'DisplayMenuAtItem', + 'AddMenuItem', + 'InsertMenuItem', + 'RemoveMenuItem', + 'RemoveAllMenuItems', + 'GetMenuItem', + 'GetMenuSelectionPosition', + 'GetMenuItemCount', + 'SetMenuPagination', + 'GetMenuPagination', + 'GetMenuStyle', + 'SetMenuTitle', + 'GetMenuTitle', + 'CreatePanelFromMenu', + 'GetMenuExitButton', + 'SetMenuExitButton', + 'GetMenuExitBackButton', + 'SetMenuExitBackButton', + 'SetMenuNoVoteButton', + 'CancelMenu', + 'GetMenuOptionFlags', + 'SetMenuOptionFlags', + 'IsVoteInProgress', + 'CancelVote', + 'VoteMenu', + 'VoteMenuToAll', + 'VoteHandler', + 'SetVoteResultCallback', + 'CheckVoteDelay', + 'IsClientInVotePool', + 'RedrawClientVoteMenu', + 'GetMenuStyleHandle', + 'CreatePanel', + 'CreateMenuEx', + 'GetClientMenu', + 'CancelClientMenu', + 'GetMaxPageItems', + 'GetPanelStyle', + 'SetPanelTitle', + 'DrawPanelItem', + 'DrawPanelText', + 'CanPanelDrawFlags', + 'SetPanelKeys', + 'SendPanelToClient', + 'GetPanelTextRemaining', + 'GetPanelCurrentKey', + 'SetPanelCurrentKey', + 'RedrawMenuItem', + 'InternalShowMenu', + 'GetMenuVoteInfo', + 'IsNewVoteAllowed', + 'PrefetchSound', + 'EmitAmbientSound', + 'FadeClientVolume', + 'StopSound', + 'EmitSound', + 'EmitSentence', + 'GetDistGainFromSoundLevel', + 'AmbientSHook', + 'NormalSHook', + 'AddAmbientSoundHook', + 'AddNormalSoundHook', + 'RemoveAmbientSoundHook', + 'RemoveNormalSoundHook', + 'EmitSoundToClient', + 'EmitSoundToAll', + 'ATTN_TO_SNDLEVEL', + 'GetGameSoundParams', + 'EmitGameSound', + 'EmitAmbientGameSound', + 'EmitGameSoundToClient', + 'EmitGameSoundToAll', + 'PrecacheScriptSound', + 'strlen', + 'StrContains', + 'strcmp', + 'strncmp', + 'StrEqual', + 'strcopy', + 'Format', + 'FormatEx', + 'VFormat', + 'StringToInt', + 'StringToIntEx', + 'IntToString', + 'StringToFloat', + 'StringToFloatEx', + 'FloatToString', + 'BreakString', + 'TrimString', + 'SplitString', + 'ReplaceString', + 'ReplaceStringEx', + 'GetCharBytes', + 'IsCharAlpha', + 'IsCharNumeric', + 'IsCharSpace', + 'IsCharMB', + 'IsCharUpper', + 'IsCharLower', + 'StripQuotes', + 'CharToUpper', + 'CharToLower', + 'FindCharInString', + 'StrCat', + 'ExplodeString', + 'ImplodeStrings', + 'GetVectorLength', + 'GetVectorDistance', + 'GetVectorDotProduct', + 'GetVectorCrossProduct', + 'NormalizeVector', + 'GetAngleVectors', + 'GetVectorAngles', + 'GetVectorVectors', + 'AddVectors', + 'SubtractVectors', + 'ScaleVector', + 'NegateVector', + 'MakeVectorFromPoints', + 'BaseComm_IsClientGagged', + 'BaseComm_IsClientMuted', + 'BaseComm_SetClientGag', + 'BaseComm_SetClientMute', + 'FormatUserLogText', + 'FindPluginByFile', + 'FindTarget', + 'AcceptEntityInput', + 'SetVariantBool', + 'SetVariantString', + 'SetVariantInt', + 'SetVariantFloat', + 'SetVariantVector3D', + 'SetVariantPosVector3D', + 'SetVariantColor', + 'SetVariantEntity', + 'GameRules_GetProp', + 'GameRules_SetProp', + 'GameRules_GetPropFloat', + 'GameRules_SetPropFloat', + 'GameRules_GetPropEnt', + 'GameRules_SetPropEnt', + 'GameRules_GetPropVector', + 'GameRules_SetPropVector', + 'GameRules_GetPropString', + 'GameRules_SetPropString', + 'GameRules_GetRoundState', + 'OnClientConnect', + 'OnClientConnected', + 'OnClientPutInServer', + 'OnClientDisconnect', + 'OnClientDisconnect_Post', + 'OnClientCommand', + 'OnClientSettingsChanged', + 'OnClientAuthorized', + 'OnClientPreAdminCheck', + 'OnClientPostAdminFilter', + 'OnClientPostAdminCheck', + 'GetMaxClients', + 'GetMaxHumanPlayers', + 'GetClientCount', + 'GetClientName', + 'GetClientIP', + 'GetClientAuthString', + 'GetClientAuthId', + 'GetSteamAccountID', + 'GetClientUserId', + 'IsClientConnected', + 'IsClientInGame', + 'IsClientInKickQueue', + 'IsClientAuthorized', + 'IsFakeClient', + 'IsClientSourceTV', + 'IsClientReplay', + 'IsClientObserver', + 'IsPlayerAlive', + 'GetClientInfo', + 'GetClientTeam', + 'SetUserAdmin', + 'GetUserAdmin', + 'AddUserFlags', + 'RemoveUserFlags', + 'SetUserFlagBits', + 'GetUserFlagBits', + 'CanUserTarget', + 'RunAdminCacheChecks', + 'NotifyPostAdminCheck', + 'CreateFakeClient', + 'SetFakeClientConVar', + 'GetClientHealth', + 'GetClientModel', + 'GetClientWeapon', + 'GetClientMaxs', + 'GetClientMins', + 'GetClientAbsAngles', + 'GetClientAbsOrigin', + 'GetClientArmor', + 'GetClientDeaths', + 'GetClientFrags', + 'GetClientDataRate', + 'IsClientTimingOut', + 'GetClientTime', + 'GetClientLatency', + 'GetClientAvgLatency', + 'GetClientAvgLoss', + 'GetClientAvgChoke', + 'GetClientAvgData', + 'GetClientAvgPackets', + 'GetClientOfUserId', + 'KickClient', + 'KickClientEx', + 'ChangeClientTeam', + 'GetClientSerial', + 'GetClientFromSerial', + 'FindStringTable', + 'GetNumStringTables', + 'GetStringTableNumStrings', + 'GetStringTableMaxStrings', + 'GetStringTableName', + 'FindStringIndex', + 'ReadStringTable', + 'GetStringTableDataLength', + 'GetStringTableData', + 'SetStringTableData', + 'AddToStringTable', + 'LockStringTables', + 'AddFileToDownloadsTable', + 'GetEntityFlags', + 'SetEntityFlags', + 'GetEntityMoveType', + 'SetEntityMoveType', + 'GetEntityRenderMode', + 'SetEntityRenderMode', + 'GetEntityRenderFx', + 'SetEntityRenderFx', + 'SetEntityRenderColor', + 'GetEntityGravity', + 'SetEntityGravity', + 'SetEntityHealth', + 'GetClientButtons', + 'EntityOutput', + 'HookEntityOutput', + 'UnhookEntityOutput', + 'HookSingleEntityOutput', + 'UnhookSingleEntityOutput', + 'SMC_CreateParser', + 'SMC_ParseFile', + 'SMC_GetErrorString', + 'SMC_ParseStart', + 'SMC_SetParseStart', + 'SMC_ParseEnd', + 'SMC_SetParseEnd', + 'SMC_NewSection', + 'SMC_KeyValue', + 'SMC_EndSection', + 'SMC_SetReaders', + 'SMC_RawLine', + 'SMC_SetRawLine', + 'BfWriteBool', + 'BfWriteByte', + 'BfWriteChar', + 'BfWriteShort', + 'BfWriteWord', + 'BfWriteNum', + 'BfWriteFloat', + 'BfWriteString', + 'BfWriteEntity', + 'BfWriteAngle', + 'BfWriteCoord', + 'BfWriteVecCoord', + 'BfWriteVecNormal', + 'BfWriteAngles', + 'BfReadBool', + 'BfReadByte', + 'BfReadChar', + 'BfReadShort', + 'BfReadWord', + 'BfReadNum', + 'BfReadFloat', + 'BfReadString', + 'BfReadEntity', + 'BfReadAngle', + 'BfReadCoord', + 'BfReadVecCoord', + 'BfReadVecNormal', + 'BfReadAngles', + 'BfGetNumBytesLeft', + 'CreateProfiler', + 'StartProfiling', + 'StopProfiling', + 'GetProfilerTime', + 'OnPluginStart', + 'AskPluginLoad2', + 'OnPluginEnd', + 'OnPluginPauseChange', + 'OnGameFrame', + 'OnMapStart', + 'OnMapEnd', + 'OnConfigsExecuted', + 'OnAutoConfigsBuffered', + 'OnAllPluginsLoaded', + 'GetMyHandle', + 'GetPluginIterator', + 'MorePlugins', + 'ReadPlugin', + 'GetPluginStatus', + 'GetPluginFilename', + 'IsPluginDebugging', + 'GetPluginInfo', + 'FindPluginByNumber', + 'SetFailState', + 'ThrowError', + 'GetTime', + 'FormatTime', + 'LoadGameConfigFile', + 'GameConfGetOffset', + 'GameConfGetKeyValue', + 'GameConfGetAddress', + 'GetSysTickCount', + 'AutoExecConfig', + 'RegPluginLibrary', + 'LibraryExists', + 'GetExtensionFileStatus', + 'OnLibraryAdded', + 'OnLibraryRemoved', + 'ReadMapList', + 'SetMapListCompatBind', + 'OnClientFloodCheck', + 'OnClientFloodResult', + 'CanTestFeatures', + 'GetFeatureStatus', + 'RequireFeature', + 'LoadFromAddress', + 'StoreToAddress', + 'CreateStack', + 'PushStackCell', + 'PushStackString', + 'PushStackArray', + 'PopStackCell', + 'PopStackString', + 'PopStackArray', + 'IsStackEmpty', + 'PopStack', + 'OnPlayerRunCmd', + 'BuildPath', + 'OpenDirectory', + 'ReadDirEntry', + 'OpenFile', + 'DeleteFile', + 'ReadFileLine', + 'ReadFile', + 'ReadFileString', + 'WriteFile', + 'WriteFileString', + 'WriteFileLine', + 'ReadFileCell', + 'WriteFileCell', + 'IsEndOfFile', + 'FileSeek', + 'FilePosition', + 'FileExists', + 'RenameFile', + 'DirExists', + 'FileSize', + 'FlushFile', + 'RemoveDir', + 'CreateDirectory', + 'GetFileTime', + 'LogToOpenFile', + 'LogToOpenFileEx', + 'PbReadInt', + 'PbReadFloat', + 'PbReadBool', + 'PbReadString', + 'PbReadColor', + 'PbReadAngle', + 'PbReadVector', + 'PbReadVector2D', + 'PbGetRepeatedFieldCount', + 'PbSetInt', + 'PbSetFloat', + 'PbSetBool', + 'PbSetString', + 'PbSetColor', + 'PbSetAngle', + 'PbSetVector', + 'PbSetVector2D', + 'PbAddInt', + 'PbAddFloat', + 'PbAddBool', + 'PbAddString', + 'PbAddColor', + 'PbAddAngle', + 'PbAddVector', + 'PbAddVector2D', + 'PbRemoveRepeatedFieldValue', + 'PbReadMessage', + 'PbReadRepeatedMessage', + 'PbAddMessage', + 'SetNextMap', + 'GetNextMap', + 'ForceChangeLevel', + 'GetMapHistorySize', + 'GetMapHistory', + 'GeoipCode2', + 'GeoipCode3', + 'GeoipCountry', + 'MarkNativeAsOptional', + 'RegClientCookie', + 'FindClientCookie', + 'SetClientCookie', + 'GetClientCookie', + 'SetAuthIdCookie', + 'AreClientCookiesCached', + 'OnClientCookiesCached', + 'CookieMenuHandler', + 'SetCookiePrefabMenu', + 'SetCookieMenuItem', + 'ShowCookieMenu', + 'GetCookieIterator', + 'ReadCookieIterator', + 'GetCookieAccess', + 'GetClientCookieTime', + 'LoadTranslations', + 'SetGlobalTransTarget', + 'GetClientLanguage', + 'GetServerLanguage', + 'GetLanguageCount', + 'GetLanguageInfo', + 'SetClientLanguage', + 'GetLanguageByCode', + 'GetLanguageByName', + 'CS_OnBuyCommand', + 'CS_OnCSWeaponDrop', + 'CS_OnGetWeaponPrice', + 'CS_OnTerminateRound', + 'CS_RespawnPlayer', + 'CS_SwitchTeam', + 'CS_DropWeapon', + 'CS_TerminateRound', + 'CS_GetTranslatedWeaponAlias', + 'CS_GetWeaponPrice', + 'CS_GetClientClanTag', + 'CS_SetClientClanTag', + 'CS_GetTeamScore', + 'CS_SetTeamScore', + 'CS_GetMVPCount', + 'CS_SetMVPCount', + 'CS_GetClientContributionScore', + 'CS_SetClientContributionScore', + 'CS_GetClientAssists', + 'CS_SetClientAssists', + 'CS_AliasToWeaponID', + 'CS_WeaponIDToAlias', + 'CS_IsValidWeaponID', + 'CS_UpdateClientModel', + 'LogToGame', + 'SetRandomSeed', + 'GetRandomFloat', + 'GetRandomInt', + 'IsMapValid', + 'IsDedicatedServer', + 'GetEngineTime', + 'GetGameTime', + 'GetGameTickCount', + 'GetGameDescription', + 'GetGameFolderName', + 'GetCurrentMap', + 'PrecacheModel', + 'PrecacheSentenceFile', + 'PrecacheDecal', + 'PrecacheGeneric', + 'IsModelPrecached', + 'IsDecalPrecached', + 'IsGenericPrecached', + 'PrecacheSound', + 'IsSoundPrecached', + 'CreateDialog', + 'GetEngineVersion', + 'PrintToChat', + 'PrintToChatAll', + 'PrintCenterText', + 'PrintCenterTextAll', + 'PrintHintText', + 'PrintHintTextToAll', + 'ShowVGUIPanel', + 'CreateHudSynchronizer', + 'SetHudTextParams', + 'SetHudTextParamsEx', + 'ShowSyncHudText', + 'ClearSyncHud', + 'ShowHudText', + 'ShowMOTDPanel', + 'DisplayAskConnectBox', + 'EntIndexToEntRef', + 'EntRefToEntIndex', + 'MakeCompatEntRef', + 'SetClientViewEntity', + 'SetLightStyle', + 'GetClientEyePosition', + 'CreateDataPack', + 'WritePackCell', + 'WritePackFloat', + 'WritePackString', + 'ReadPackCell', + 'ReadPackFloat', + 'ReadPackString', + 'ResetPack', + 'GetPackPosition', + 'SetPackPosition', + 'IsPackReadable', + 'LogMessage', + 'LogToFile', + 'LogToFileEx', + 'LogAction', + 'LogError', + 'OnLogAction', + 'GameLogHook', + 'AddGameLogHook', + 'RemoveGameLogHook', + 'FindTeamByName', + 'StartPrepSDKCall', + 'PrepSDKCall_SetVirtual', + 'PrepSDKCall_SetSignature', + 'PrepSDKCall_SetAddress', + 'PrepSDKCall_SetFromConf', + 'PrepSDKCall_SetReturnInfo', + 'PrepSDKCall_AddParameter', + 'EndPrepSDKCall', + 'SDKCall', + 'GetPlayerResourceEntity', +) + + +if __name__ == '__main__': # pragma: no cover + import re + from urllib.request import FancyURLopener + + from pygments.util import format_lines + + class Opener(FancyURLopener): + version = 'Mozilla/5.0 (Pygments Sourcemod Builtins Update)' + + opener = Opener() + + def get_version(): + f = opener.open('http://docs.sourcemod.net/api/index.php') + r = re.compile(r'SourceMod v\.([\d\.]+(?:-\w+)?)') + for line in f: + m = r.search(line.decode()) + if m is not None: + return m.groups()[0] + raise ValueError('No version in api docs') + + def get_sm_functions(): + f = opener.open('http://docs.sourcemod.net/api/SMfuncs.js') + r = re.compile(r'SMfunctions\[\d+\] = Array \("(?:public )?([^,]+)",".+"\);') + functions = [] + for line in f: + m = r.match(line.decode()) + if m is not None: + functions.append(m.groups()[0]) + return functions + + def regenerate(filename, natives): + with open(filename, encoding='utf-8') as fp: + content = fp.read() + + header = content[:content.find('FUNCTIONS = (')] + footer = content[content.find("if __name__ == '__main__':")-1:] + + + with open(filename, 'w', encoding='utf-8') as fp: + fp.write(header) + fp.write(format_lines('FUNCTIONS', natives)) + fp.write('\n\n' + footer) + + def run(): + version = get_version() + print(f'> Downloading function index for SourceMod {version}') + functions = get_sm_functions() + print('> %d functions found:' % len(functions)) + + functionlist = [] + for full_function_name in functions: + print(f'>> {full_function_name}') + functionlist.append(full_function_name) + + regenerate(__file__, functionlist) + + + run() diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/ambient.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/ambient.py new file mode 100644 index 0000000000000000000000000000000000000000..2da64d12d63c594d75e20e57a3131b45f8adf00c --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/ambient.py @@ -0,0 +1,75 @@ +""" + pygments.lexers.ambient + ~~~~~~~~~~~~~~~~~~~~~~~ + + Lexers for AmbientTalk language. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +import re + +from pygments.lexer import RegexLexer, include, words, bygroups +from pygments.token import Comment, Operator, Keyword, Name, String, \ + Number, Punctuation, Whitespace + +__all__ = ['AmbientTalkLexer'] + + +class AmbientTalkLexer(RegexLexer): + """ + Lexer for AmbientTalk source code. + """ + name = 'AmbientTalk' + url = 'https://code.google.com/p/ambienttalk' + filenames = ['*.at'] + aliases = ['ambienttalk', 'ambienttalk/2', 'at'] + mimetypes = ['text/x-ambienttalk'] + version_added = '2.0' + + flags = re.MULTILINE | re.DOTALL + + builtin = words(('if:', 'then:', 'else:', 'when:', 'whenever:', 'discovered:', + 'disconnected:', 'reconnected:', 'takenOffline:', 'becomes:', + 'export:', 'as:', 'object:', 'actor:', 'mirror:', 'taggedAs:', + 'mirroredBy:', 'is:')) + tokens = { + 'root': [ + (r'\s+', Whitespace), + (r'//.*?\n', Comment.Single), + (r'/\*.*?\*/', Comment.Multiline), + (r'(def|deftype|import|alias|exclude)\b', Keyword), + (builtin, Name.Builtin), + (r'(true|false|nil)\b', Keyword.Constant), + (r'(~|lobby|jlobby|/)\.', Keyword.Constant, 'namespace'), + (r'"(\\\\|\\[^\\]|[^"\\])*"', String), + (r'\|', Punctuation, 'arglist'), + (r'<:|[*^!%&<>+=,./?-]|:=', Operator), + (r"`[a-zA-Z_]\w*", String.Symbol), + (r"[a-zA-Z_]\w*:", Name.Function), + (r"[{}()\[\];`]", Punctuation), + (r'(self|super)\b', Name.Variable.Instance), + (r"[a-zA-Z_]\w*", Name.Variable), + (r"@[a-zA-Z_]\w*", Name.Class), + (r"@\[", Name.Class, 'annotations'), + include('numbers'), + ], + 'numbers': [ + (r'(\d+\.\d*|\d*\.\d+)([eE][+-]?[0-9]+)?', Number.Float), + (r'\d+', Number.Integer) + ], + 'namespace': [ + (r'[a-zA-Z_]\w*\.', Name.Namespace), + (r'[a-zA-Z_]\w*:', Name.Function, '#pop'), + (r'[a-zA-Z_]\w*(?!\.)', Name.Function, '#pop') + ], + 'annotations': [ + (r"(.*?)\]", Name.Class, '#pop') + ], + 'arglist': [ + (r'\|', Punctuation, '#pop'), + (r'(\s*)(,)(\s*)', bygroups(Whitespace, Punctuation, Whitespace)), + (r'[a-zA-Z_]\w*', Name.Variable), + ], + } diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/crystal.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/crystal.py new file mode 100644 index 0000000000000000000000000000000000000000..8fb471e97806a5204bc8eef68bd363a1db44eea4 --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/crystal.py @@ -0,0 +1,364 @@ +""" + pygments.lexers.crystal + ~~~~~~~~~~~~~~~~~~~~~~~ + + Lexer for Crystal. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +import re + +from pygments.lexer import ExtendedRegexLexer, include, bygroups, default, \ + words, line_re +from pygments.token import Comment, Operator, Keyword, Name, String, Number, \ + Punctuation, Error, Whitespace + +__all__ = ['CrystalLexer'] + + +CRYSTAL_OPERATORS = [ + '!=', '!~', '!', '%', '&&', '&', '**', '*', '+', '-', '/', '<=>', '<<', '<=', '<', + '===', '==', '=~', '=', '>=', '>>', '>', '[]=', '[]?', '[]', '^', '||', '|', '~' +] + + +class CrystalLexer(ExtendedRegexLexer): + """ + For Crystal source code. + """ + + name = 'Crystal' + url = 'https://crystal-lang.org' + aliases = ['cr', 'crystal'] + filenames = ['*.cr'] + mimetypes = ['text/x-crystal'] + version_added = '2.2' + + flags = re.DOTALL | re.MULTILINE + + def heredoc_callback(self, match, ctx): + # okay, this is the hardest part of parsing Crystal... + # match: 1 = <<-?, 2 = quote? 3 = name 4 = quote? 5 = rest of line + + start = match.start(1) + yield start, Operator, match.group(1) # <<-? + yield match.start(2), String.Heredoc, match.group(2) # quote ", ', ` + yield match.start(3), String.Delimiter, match.group(3) # heredoc name + yield match.start(4), String.Heredoc, match.group(4) # quote again + + heredocstack = ctx.__dict__.setdefault('heredocstack', []) + outermost = not bool(heredocstack) + heredocstack.append((match.group(1) == '<<-', match.group(3))) + + ctx.pos = match.start(5) + ctx.end = match.end(5) + # this may find other heredocs, so limit the recursion depth + if len(heredocstack) < 100: + yield from self.get_tokens_unprocessed(context=ctx) + else: + yield ctx.pos, String.Heredoc, match.group(5) + ctx.pos = match.end() + + if outermost: + # this is the outer heredoc again, now we can process them all + for tolerant, hdname in heredocstack: + lines = [] + for match in line_re.finditer(ctx.text, ctx.pos): + if tolerant: + check = match.group().strip() + else: + check = match.group().rstrip() + if check == hdname: + for amatch in lines: + yield amatch.start(), String.Heredoc, amatch.group() + yield match.start(), String.Delimiter, match.group() + ctx.pos = match.end() + break + else: + lines.append(match) + else: + # end of heredoc not found -- error! + for amatch in lines: + yield amatch.start(), Error, amatch.group() + ctx.end = len(ctx.text) + del heredocstack[:] + + def gen_crystalstrings_rules(): + states = {} + states['strings'] = [ + (r'\:\w+[!?]?', String.Symbol), + (words(CRYSTAL_OPERATORS, prefix=r'\:'), String.Symbol), + (r":'(\\\\|\\[^\\]|[^'\\])*'", String.Symbol), + # This allows arbitrary text after '\ for simplicity + (r"'(\\\\|\\'|[^']|\\[^'\\]+)'", String.Char), + (r':"', String.Symbol, 'simple-sym'), + # Crystal doesn't have "symbol:"s but this simplifies function args + (r'([a-zA-Z_]\w*)(:)(?!:)', bygroups(String.Symbol, Punctuation)), + (r'"', String.Double, 'simple-string'), + (r'(?', '<>', 'ab'), \ + ('\\|', '\\|', '\\|', 'pi'): + states[name+'-intp-string'] = [ + (r'\\' + lbrace, String.Other), + ] + (lbrace != rbrace) * [ + (lbrace, String.Other, '#push'), + ] + [ + (rbrace, String.Other, '#pop'), + include('string-intp-escaped'), + (r'[\\#' + bracecc + ']', String.Other), + (r'[^\\#' + bracecc + ']+', String.Other), + ] + states['strings'].append((r'%Q?' + lbrace, String.Other, + name+'-intp-string')) + states[name+'-string'] = [ + (r'\\[\\' + bracecc + ']', String.Other), + ] + (lbrace != rbrace) * [ + (lbrace, String.Other, '#push'), + ] + [ + (rbrace, String.Other, '#pop'), + (r'[\\#' + bracecc + ']', String.Other), + (r'[^\\#' + bracecc + ']+', String.Other), + ] + # https://crystal-lang.org/docs/syntax_and_semantics/literals/array.html#percent-array-literals + states['strings'].append((r'%[qwi]' + lbrace, String.Other, + name+'-string')) + states[name+'-regex'] = [ + (r'\\[\\' + bracecc + ']', String.Regex), + ] + (lbrace != rbrace) * [ + (lbrace, String.Regex, '#push'), + ] + [ + (rbrace + '[imsx]*', String.Regex, '#pop'), + include('string-intp'), + (r'[\\#' + bracecc + ']', String.Regex), + (r'[^\\#' + bracecc + ']+', String.Regex), + ] + states['strings'].append((r'%r' + lbrace, String.Regex, + name+'-regex')) + + return states + + tokens = { + 'root': [ + (r'#.*?$', Comment.Single), + # keywords + (words(''' + abstract asm begin break case do else elsif end ensure extend if in + include next of private protected require rescue return select self super + then unless until when while with yield + '''.split(), suffix=r'\b'), Keyword), + (words(''' + previous_def forall out uninitialized __DIR__ __FILE__ __LINE__ + __END_LINE__ + '''.split(), prefix=r'(?=])', Keyword, 'funcname'), + (r'(annotation|class|struct|union|type|alias|enum)(\s+)((?:[a-zA-Z_]\w*::)*)', + bygroups(Keyword, Whitespace, Name.Namespace), 'classname'), + # https://crystal-lang.org/api/toplevel.html + (words(''' + instance_sizeof offsetof pointerof sizeof typeof + '''.split(), prefix=r'(?~!:])|' + r'(?<=(?:\s|;)when\s)|' + r'(?<=(?:\s|;)or\s)|' + r'(?<=(?:\s|;)and\s)|' + r'(?<=\.index\s)|' + r'(?<=\.scan\s)|' + r'(?<=\.sub\s)|' + r'(?<=\.sub!\s)|' + r'(?<=\.gsub\s)|' + r'(?<=\.gsub!\s)|' + r'(?<=\.match\s)|' + r'(?<=(?:\s|;)if\s)|' + r'(?<=(?:\s|;)elsif\s)|' + r'(?<=^when\s)|' + r'(?<=^index\s)|' + r'(?<=^scan\s)|' + r'(?<=^sub\s)|' + r'(?<=^gsub\s)|' + r'(?<=^sub!\s)|' + r'(?<=^gsub!\s)|' + r'(?<=^match\s)|' + r'(?<=^if\s)|' + r'(?<=^elsif\s)' + r')(\s*)(/)', bygroups(Whitespace, String.Regex), 'multiline-regex'), + # multiline regex (in method calls or subscripts) + (r'(?<=\(|,|\[)/', String.Regex, 'multiline-regex'), + # multiline regex (this time the funny no whitespace rule) + (r'(\s+)(/)(?![\s=])', bygroups(Whitespace, String.Regex), + 'multiline-regex'), + # lex numbers and ignore following regular expressions which + # are division operators in fact (grrrr. i hate that. any + # better ideas?) + # since pygments 0.7 we also eat a "?" operator after numbers + # so that the char operator does not work. Chars are not allowed + # there so that you can use the ternary operator. + # stupid example: + # x>=0?n[x]:"" + (r'(0o[0-7]+(?:_[0-7]+)*(?:_?[iu][0-9]+)?)\b(\s*)([/?])?', + bygroups(Number.Oct, Whitespace, Operator)), + (r'(0x[0-9A-Fa-f]+(?:_[0-9A-Fa-f]+)*(?:_?[iu][0-9]+)?)\b(\s*)([/?])?', + bygroups(Number.Hex, Whitespace, Operator)), + (r'(0b[01]+(?:_[01]+)*(?:_?[iu][0-9]+)?)\b(\s*)([/?])?', + bygroups(Number.Bin, Whitespace, Operator)), + # 3 separate expressions for floats because any of the 3 optional + # parts makes it a float + (r'((?:0(?![0-9])|[1-9][\d_]*)(?:\.\d[\d_]*)(?:e[+-]?[0-9]+)?' + r'(?:_?f[0-9]+)?)(\s*)([/?])?', + bygroups(Number.Float, Whitespace, Operator)), + (r'((?:0(?![0-9])|[1-9][\d_]*)(?:\.\d[\d_]*)?(?:e[+-]?[0-9]+)' + r'(?:_?f[0-9]+)?)(\s*)([/?])?', + bygroups(Number.Float, Whitespace, Operator)), + (r'((?:0(?![0-9])|[1-9][\d_]*)(?:\.\d[\d_]*)?(?:e[+-]?[0-9]+)?' + r'(?:_?f[0-9]+))(\s*)([/?])?', + bygroups(Number.Float, Whitespace, Operator)), + (r'(0\b|[1-9][\d]*(?:_\d+)*(?:_?[iu][0-9]+)?)\b(\s*)([/?])?', + bygroups(Number.Integer, Whitespace, Operator)), + # Names + (r'@@[a-zA-Z_]\w*', Name.Variable.Class), + (r'@[a-zA-Z_]\w*', Name.Variable.Instance), + (r'\$\w+', Name.Variable.Global), + (r'\$[!@&`\'+~=/\\,;.<>_*$?:"^-]', Name.Variable.Global), + (r'\$-[0adFiIlpvw]', Name.Variable.Global), + (r'::', Operator), + include('strings'), + # https://crystal-lang.org/reference/syntax_and_semantics/literals/char.html + (r'\?(\\[MC]-)*' # modifiers + r'(\\([\\abefnrtv#"\']|[0-7]{1,3}|x[a-fA-F0-9]{2}|u[a-fA-F0-9]{4}|u\{[a-fA-F0-9 ]+\})|\S)' + r'(?!\w)', + String.Char), + (r'[A-Z][A-Z_]+\b(?!::|\.)', Name.Constant), + # macro expansion + (r'\{%', String.Interpol, 'in-macro-control'), + (r'\{\{', String.Interpol, 'in-macro-expr'), + # annotations + (r'(@\[)(\s*)([A-Z]\w*(::[A-Z]\w*)*)', + bygroups(Operator, Whitespace, Name.Decorator), 'in-annot'), + # this is needed because Crystal attributes can look + # like keywords (class) or like this: ` ?!? + (words(CRYSTAL_OPERATORS, prefix=r'(\.|::)'), + bygroups(Operator, Name.Operator)), + (r'(\.|::)([a-zA-Z_]\w*[!?]?|[*%&^`~+\-/\[<>=])', + bygroups(Operator, Name)), + # Names can end with [!?] unless it's "!=" + (r'[a-zA-Z_]\w*(?:[!?](?!=))?', Name), + (r'(\[|\]\??|\*\*|<=>?|>=|<>?|=~|===|' + r'!~|&&?|\|\||\.{1,3})', Operator), + (r'[-+/*%=<>&!^|~]=?', Operator), + (r'[(){};,/?:\\]', Punctuation), + (r'\s+', Whitespace) + ], + 'funcname': [ + (r'(?:([a-zA-Z_]\w*)(\.))?' + r'([a-zA-Z_]\w*[!?]?|\*\*?|[-+]@?|' + r'[/%&|^`~]|\[\]=?|<<|>>|<=?>|>=?|===?)', + bygroups(Name.Class, Operator, Name.Function), '#pop'), + default('#pop') + ], + 'classname': [ + (r'[A-Z_]\w*', Name.Class), + (r'(\()(\s*)([A-Z_]\w*)(\s*)(\))', + bygroups(Punctuation, Whitespace, Name.Class, Whitespace, Punctuation)), + default('#pop') + ], + 'in-intp': [ + (r'\{', String.Interpol, '#push'), + (r'\}', String.Interpol, '#pop'), + include('root'), + ], + 'string-intp': [ + (r'#\{', String.Interpol, 'in-intp'), + ], + 'string-escaped': [ + # https://crystal-lang.org/reference/syntax_and_semantics/literals/string.html + (r'\\([\\abefnrtv#"\']|[0-7]{1,3}|x[a-fA-F0-9]{2}|u[a-fA-F0-9]{4}|u\{[a-fA-F0-9 ]+\})', + String.Escape) + ], + 'string-intp-escaped': [ + include('string-intp'), + include('string-escaped'), + ], + 'interpolated-regex': [ + include('string-intp'), + (r'[\\#]', String.Regex), + (r'[^\\#]+', String.Regex), + ], + 'interpolated-string': [ + include('string-intp'), + (r'[\\#]', String.Other), + (r'[^\\#]+', String.Other), + ], + 'multiline-regex': [ + include('string-intp'), + (r'\\\\', String.Regex), + (r'\\/', String.Regex), + (r'[\\#]', String.Regex), + (r'[^\\/#]+', String.Regex), + (r'/[imsx]*', String.Regex, '#pop'), + ], + 'end-part': [ + (r'.+', Comment.Preproc, '#pop') + ], + 'in-macro-control': [ + (r'\{%', String.Interpol, '#push'), + (r'%\}', String.Interpol, '#pop'), + (r'(for|verbatim)\b', Keyword), + include('root'), + ], + 'in-macro-expr': [ + (r'\{\{', String.Interpol, '#push'), + (r'\}\}', String.Interpol, '#pop'), + include('root'), + ], + 'in-annot': [ + (r'\[', Operator, '#push'), + (r'\]', Operator, '#pop'), + include('root'), + ], + } + tokens.update(gen_crystalstrings_rules()) diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/dsls.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/dsls.py new file mode 100644 index 0000000000000000000000000000000000000000..a928683e717ee3e56aa5c40064b24b52edeee942 --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/dsls.py @@ -0,0 +1,970 @@ +""" + pygments.lexers.dsls + ~~~~~~~~~~~~~~~~~~~~ + + Lexers for various domain-specific languages. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +import re + +from pygments.lexer import ExtendedRegexLexer, RegexLexer, bygroups, words, \ + include, default, this, using, combined +from pygments.token import Text, Comment, Operator, Keyword, Name, String, \ + Number, Punctuation, Whitespace + +__all__ = ['ProtoBufLexer', 'ZeekLexer', 'PuppetLexer', 'RslLexer', + 'MscgenLexer', 'VGLLexer', 'AlloyLexer', 'PanLexer', + 'CrmshLexer', 'ThriftLexer', 'FlatlineLexer', 'SnowballLexer'] + + +class ProtoBufLexer(RegexLexer): + """ + Lexer for Protocol Buffer definition files. + """ + + name = 'Protocol Buffer' + url = 'https://developers.google.com/protocol-buffers/' + aliases = ['protobuf', 'proto'] + filenames = ['*.proto'] + version_added = '1.4' + + tokens = { + 'root': [ + (r'[ \t]+', Whitespace), + (r'[,;{}\[\]()<>]', Punctuation), + (r'/(\\\n)?/(\n|(.|\n)*?[^\\]\n)', Comment.Single), + (r'/(\\\n)?\*(.|\n)*?\*(\\\n)?/', Comment.Multiline), + (words(( + 'import', 'option', 'optional', 'required', 'repeated', + 'reserved', 'default', 'packed', 'ctype', 'extensions', 'to', + 'max', 'rpc', 'returns', 'oneof', 'syntax'), prefix=r'\b', suffix=r'\b'), + Keyword), + (words(( + 'int32', 'int64', 'uint32', 'uint64', 'sint32', 'sint64', + 'fixed32', 'fixed64', 'sfixed32', 'sfixed64', + 'float', 'double', 'bool', 'string', 'bytes'), suffix=r'\b'), + Keyword.Type), + (r'(true|false)\b', Keyword.Constant), + (r'(package)(\s+)', bygroups(Keyword.Namespace, Whitespace), 'package'), + (r'(message|extend)(\s+)', + bygroups(Keyword.Declaration, Whitespace), 'message'), + (r'(enum|group|service)(\s+)', + bygroups(Keyword.Declaration, Whitespace), 'type'), + (r'\".*?\"', String), + (r'\'.*?\'', String), + (r'(\d+\.\d*|\.\d+|\d+)[eE][+-]?\d+[LlUu]*', Number.Float), + (r'(\d+\.\d*|\.\d+|\d+[fF])[fF]?', Number.Float), + (r'(\-?(inf|nan))\b', Number.Float), + (r'0x[0-9a-fA-F]+[LlUu]*', Number.Hex), + (r'0[0-7]+[LlUu]*', Number.Oct), + (r'\d+[LlUu]*', Number.Integer), + (r'[+-=]', Operator), + (r'([a-zA-Z_][\w.]*)([ \t]*)(=)', + bygroups(Name.Attribute, Whitespace, Operator)), + (r'[a-zA-Z_][\w.]*', Name), + ], + 'package': [ + (r'[a-zA-Z_][\w\.]*', Name.Namespace, '#pop'), + default('#pop'), + ], + 'message': [ + (r'[a-zA-Z_]\w*', Name.Class, '#pop'), + default('#pop'), + ], + 'type': [ + (r'[a-zA-Z_]\w*', Name, '#pop'), + default('#pop'), + ], + } + + +class ThriftLexer(RegexLexer): + """ + For Thrift interface definitions. + """ + name = 'Thrift' + url = 'https://thrift.apache.org/' + aliases = ['thrift'] + filenames = ['*.thrift'] + mimetypes = ['application/x-thrift'] + version_added = '2.1' + + tokens = { + 'root': [ + include('whitespace'), + include('comments'), + (r'"', String.Double, combined('stringescape', 'dqs')), + (r'\'', String.Single, combined('stringescape', 'sqs')), + (r'(namespace)(\s+)', + bygroups(Keyword.Namespace, Whitespace), 'namespace'), + (r'(enum|union|struct|service|exception)(\s+)', + bygroups(Keyword.Declaration, Whitespace), 'class'), + (r'((?:(?:[^\W\d]|\$)[\w.\[\]$<>]*\s+)+?)' # return arguments + r'((?:[^\W\d]|\$)[\w$]*)' # method name + r'(\s*)(\()', # signature start + bygroups(using(this), Name.Function, Whitespace, Operator)), + include('keywords'), + include('numbers'), + (r'[&=]', Operator), + (r'[:;,{}()<>\[\]]', Punctuation), + (r'[a-zA-Z_](\.\w|\w)*', Name), + ], + 'whitespace': [ + (r'\n', Whitespace), + (r'\s+', Whitespace), + ], + 'comments': [ + (r'#.*$', Comment), + (r'//.*?\n', Comment), + (r'/\*[\w\W]*?\*/', Comment.Multiline), + ], + 'stringescape': [ + (r'\\([\\nrt"\'])', String.Escape), + ], + 'dqs': [ + (r'"', String.Double, '#pop'), + (r'[^\\"\n]+', String.Double), + ], + 'sqs': [ + (r"'", String.Single, '#pop'), + (r'[^\\\'\n]+', String.Single), + ], + 'namespace': [ + (r'[a-z*](\.\w|\w)*', Name.Namespace, '#pop'), + default('#pop'), + ], + 'class': [ + (r'[a-zA-Z_]\w*', Name.Class, '#pop'), + default('#pop'), + ], + 'keywords': [ + (r'(async|oneway|extends|throws|required|optional)\b', Keyword), + (r'(true|false)\b', Keyword.Constant), + (r'(const|typedef)\b', Keyword.Declaration), + (words(( + 'cpp_namespace', 'cpp_include', 'cpp_type', 'java_package', + 'cocoa_prefix', 'csharp_namespace', 'delphi_namespace', + 'php_namespace', 'py_module', 'perl_package', + 'ruby_namespace', 'smalltalk_category', 'smalltalk_prefix', + 'xsd_all', 'xsd_optional', 'xsd_nillable', 'xsd_namespace', + 'xsd_attrs', 'include'), suffix=r'\b'), + Keyword.Namespace), + (words(( + 'void', 'bool', 'byte', 'i16', 'i32', 'i64', 'double', + 'string', 'binary', 'map', 'list', 'set', 'slist', + 'senum'), suffix=r'\b'), + Keyword.Type), + (words(( + 'BEGIN', 'END', '__CLASS__', '__DIR__', '__FILE__', + '__FUNCTION__', '__LINE__', '__METHOD__', '__NAMESPACE__', + 'abstract', 'alias', 'and', 'args', 'as', 'assert', 'begin', + 'break', 'case', 'catch', 'class', 'clone', 'continue', + 'declare', 'def', 'default', 'del', 'delete', 'do', 'dynamic', + 'elif', 'else', 'elseif', 'elsif', 'end', 'enddeclare', + 'endfor', 'endforeach', 'endif', 'endswitch', 'endwhile', + 'ensure', 'except', 'exec', 'finally', 'float', 'for', + 'foreach', 'function', 'global', 'goto', 'if', 'implements', + 'import', 'in', 'inline', 'instanceof', 'interface', 'is', + 'lambda', 'module', 'native', 'new', 'next', 'nil', 'not', + 'or', 'pass', 'public', 'print', 'private', 'protected', + 'raise', 'redo', 'rescue', 'retry', 'register', 'return', + 'self', 'sizeof', 'static', 'super', 'switch', 'synchronized', + 'then', 'this', 'throw', 'transient', 'try', 'undef', + 'unless', 'unsigned', 'until', 'use', 'var', 'virtual', + 'volatile', 'when', 'while', 'with', 'xor', 'yield'), + prefix=r'\b', suffix=r'\b'), + Keyword.Reserved), + ], + 'numbers': [ + (r'[+-]?(\d+\.\d+([eE][+-]?\d+)?|\.?\d+[eE][+-]?\d+)', Number.Float), + (r'[+-]?0x[0-9A-Fa-f]+', Number.Hex), + (r'[+-]?[0-9]+', Number.Integer), + ], + } + + +class ZeekLexer(RegexLexer): + """ + For Zeek scripts. + """ + name = 'Zeek' + url = 'https://www.zeek.org/' + aliases = ['zeek', 'bro'] + filenames = ['*.zeek', '*.bro'] + version_added = '2.5' + + _hex = r'[0-9a-fA-F]' + _float = r'((\d*\.?\d+)|(\d+\.?\d*))([eE][-+]?\d+)?' + _h = r'[A-Za-z0-9][-A-Za-z0-9]*' + + tokens = { + 'root': [ + include('whitespace'), + include('comments'), + include('directives'), + include('attributes'), + include('types'), + include('keywords'), + include('literals'), + include('operators'), + include('punctuation'), + (r'((?:[A-Za-z_]\w*)(?:::(?:[A-Za-z_]\w*))*)(?=\s*\()', + Name.Function), + include('identifiers'), + ], + + 'whitespace': [ + (r'\n', Whitespace), + (r'\s+', Whitespace), + (r'(\\)(\n)', bygroups(Text, Whitespace)), + ], + + 'comments': [ + (r'#.*$', Comment), + ], + + 'directives': [ + (r'@(load-plugin|load-sigs|load|unload)\b.*$', Comment.Preproc), + (r'@(DEBUG|DIR|FILENAME|deprecated|if|ifdef|ifndef|else|endif)\b', Comment.Preproc), + (r'(@prefixes)(\s*)((\+?=).*)$', bygroups(Comment.Preproc, + Whitespace, Comment.Preproc)), + ], + + 'attributes': [ + (words(('redef', 'priority', 'log', 'optional', 'default', 'add_func', + 'delete_func', 'expire_func', 'read_expire', 'write_expire', + 'create_expire', 'synchronized', 'persistent', 'rotate_interval', + 'rotate_size', 'encrypt', 'raw_output', 'mergeable', 'error_handler', + 'type_column', 'deprecated'), + prefix=r'&', suffix=r'\b'), + Keyword.Pseudo), + ], + + 'types': [ + (words(('any', + 'enum', 'record', 'set', 'table', 'vector', + 'function', 'hook', 'event', + 'addr', 'bool', 'count', 'double', 'file', 'int', 'interval', + 'pattern', 'port', 'string', 'subnet', 'time'), + suffix=r'\b'), + Keyword.Type), + + (r'(opaque)(\s+)(of)(\s+)((?:[A-Za-z_]\w*)(?:::(?:[A-Za-z_]\w*))*)\b', + bygroups(Keyword.Type, Whitespace, Operator.Word, Whitespace, Keyword.Type)), + + (r'(type)(\s+)((?:[A-Za-z_]\w*)(?:::(?:[A-Za-z_]\w*))*)(\s*)(:)(\s*)\b(record|enum)\b', + bygroups(Keyword, Whitespace, Name.Class, Whitespace, Operator, Whitespace, Keyword.Type)), + + (r'(type)(\s+)((?:[A-Za-z_]\w*)(?:::(?:[A-Za-z_]\w*))*)(\s*)(:)', + bygroups(Keyword, Whitespace, Name, Whitespace, Operator)), + + (r'(redef)(\s+)(record|enum)(\s+)((?:[A-Za-z_]\w*)(?:::(?:[A-Za-z_]\w*))*)\b', + bygroups(Keyword, Whitespace, Keyword.Type, Whitespace, Name.Class)), + ], + + 'keywords': [ + (words(('redef', 'export', 'if', 'else', 'for', 'while', + 'return', 'break', 'next', 'continue', 'fallthrough', + 'switch', 'default', 'case', + 'add', 'delete', + 'when', 'timeout', 'schedule'), + suffix=r'\b'), + Keyword), + (r'(print)\b', Keyword), + (r'(global|local|const|option)\b', Keyword.Declaration), + (r'(module)(\s+)(([A-Za-z_]\w*)(?:::([A-Za-z_]\w*))*)\b', + bygroups(Keyword.Namespace, Whitespace, Name.Namespace)), + ], + + 'literals': [ + (r'"', String, 'string'), + + # Not the greatest match for patterns, but generally helps + # disambiguate between start of a pattern and just a division + # operator. + (r'/(?=.*/)', String.Regex, 'regex'), + + (r'(T|F)\b', Keyword.Constant), + + # Port + (r'\d{1,5}/(udp|tcp|icmp|unknown)\b', Number), + + # IPv4 Address + (r'(\d{1,3}.){3}(\d{1,3})\b', Number), + + # IPv6 Address + (r'\[([0-9a-fA-F]{0,4}:){2,7}([0-9a-fA-F]{0,4})?((\d{1,3}.){3}(\d{1,3}))?\]', Number), + + # Numeric + (r'0[xX]' + _hex + r'+\b', Number.Hex), + (_float + r'\s*(day|hr|min|sec|msec|usec)s?\b', Number.Float), + (_float + r'\b', Number.Float), + (r'(\d+)\b', Number.Integer), + + # Hostnames + (_h + r'(\.' + _h + r')+', String), + ], + + 'operators': [ + (r'[!%*/+<=>~|&^-]', Operator), + (r'([-+=&|]{2}|[+=!><-]=)', Operator), + (r'(in|as|is|of)\b', Operator.Word), + (r'\??\$', Operator), + ], + + 'punctuation': [ + (r'[{}()\[\],;.]', Punctuation), + # The "ternary if", which uses '?' and ':', could instead be + # treated as an Operator, but colons are more frequently used to + # separate field/identifier names from their types, so the (often) + # less-prominent Punctuation is used even with '?' for consistency. + (r'[?:]', Punctuation), + ], + + 'identifiers': [ + (r'([a-zA-Z_]\w*)(::)', bygroups(Name, Punctuation)), + (r'[a-zA-Z_]\w*', Name) + ], + + 'string': [ + (r'\\.', String.Escape), + (r'%-?[0-9]*(\.[0-9]+)?[DTd-gsx]', String.Escape), + (r'"', String, '#pop'), + (r'.', String), + ], + + 'regex': [ + (r'\\.', String.Escape), + (r'/', String.Regex, '#pop'), + (r'.', String.Regex), + ], + } + + +BroLexer = ZeekLexer + + +class PuppetLexer(RegexLexer): + """ + For Puppet configuration DSL. + """ + name = 'Puppet' + url = 'https://puppet.com/' + aliases = ['puppet'] + filenames = ['*.pp'] + version_added = '1.6' + + tokens = { + 'root': [ + include('comments'), + include('keywords'), + include('names'), + include('numbers'), + include('operators'), + include('strings'), + + (r'[]{}:(),;[]', Punctuation), + (r'\s+', Whitespace), + ], + + 'comments': [ + (r'(\s*)(#.*)$', bygroups(Whitespace, Comment)), + (r'/(\\\n)?[*](.|\n)*?[*](\\\n)?/', Comment.Multiline), + ], + + 'operators': [ + (r'(=>|\?|<|>|=|\+|-|/|\*|~|!|\|)', Operator), + (r'(in|and|or|not)\b', Operator.Word), + ], + + 'names': [ + (r'[a-zA-Z_]\w*', Name.Attribute), + (r'(\$\S+)(\[)(\S+)(\])', bygroups(Name.Variable, Punctuation, + String, Punctuation)), + (r'\$\S+', Name.Variable), + ], + + 'numbers': [ + # Copypasta from the Python lexer + (r'(\d+\.\d*|\d*\.\d+)([eE][+-]?[0-9]+)?j?', Number.Float), + (r'\d+[eE][+-]?[0-9]+j?', Number.Float), + (r'0[0-7]+j?', Number.Oct), + (r'0[xX][a-fA-F0-9]+', Number.Hex), + (r'\d+L', Number.Integer.Long), + (r'\d+j?', Number.Integer) + ], + + 'keywords': [ + # Left out 'group' and 'require' + # Since they're often used as attributes + (words(( + 'absent', 'alert', 'alias', 'audit', 'augeas', 'before', 'case', + 'check', 'class', 'computer', 'configured', 'contained', + 'create_resources', 'crit', 'cron', 'debug', 'default', + 'define', 'defined', 'directory', 'else', 'elsif', 'emerg', + 'err', 'exec', 'extlookup', 'fail', 'false', 'file', + 'filebucket', 'fqdn_rand', 'generate', 'host', 'if', 'import', + 'include', 'info', 'inherits', 'inline_template', 'installed', + 'interface', 'k5login', 'latest', 'link', 'loglevel', + 'macauthorization', 'mailalias', 'maillist', 'mcx', 'md5', + 'mount', 'mounted', 'nagios_command', 'nagios_contact', + 'nagios_contactgroup', 'nagios_host', 'nagios_hostdependency', + 'nagios_hostescalation', 'nagios_hostextinfo', 'nagios_hostgroup', + 'nagios_service', 'nagios_servicedependency', 'nagios_serviceescalation', + 'nagios_serviceextinfo', 'nagios_servicegroup', 'nagios_timeperiod', + 'node', 'noop', 'notice', 'notify', 'package', 'present', 'purged', + 'realize', 'regsubst', 'resources', 'role', 'router', 'running', + 'schedule', 'scheduled_task', 'search', 'selboolean', 'selmodule', + 'service', 'sha1', 'shellquote', 'split', 'sprintf', + 'ssh_authorized_key', 'sshkey', 'stage', 'stopped', 'subscribe', + 'tag', 'tagged', 'template', 'tidy', 'true', 'undef', 'unmounted', + 'user', 'versioncmp', 'vlan', 'warning', 'yumrepo', 'zfs', 'zone', + 'zpool'), prefix='(?i)', suffix=r'\b'), + Keyword), + ], + + 'strings': [ + (r'"([^"])*"', String), + (r"'(\\'|[^'])*'", String), + ], + + } + + +class RslLexer(RegexLexer): + """ + RSL is the formal specification + language used in RAISE (Rigorous Approach to Industrial Software Engineering) + method. + """ + name = 'RSL' + url = 'http://en.wikipedia.org/wiki/RAISE' + aliases = ['rsl'] + filenames = ['*.rsl'] + mimetypes = ['text/rsl'] + version_added = '2.0' + + flags = re.MULTILINE | re.DOTALL + + tokens = { + 'root': [ + (words(( + 'Bool', 'Char', 'Int', 'Nat', 'Real', 'Text', 'Unit', 'abs', + 'all', 'always', 'any', 'as', 'axiom', 'card', 'case', 'channel', + 'chaos', 'class', 'devt_relation', 'dom', 'elems', 'else', 'elif', + 'end', 'exists', 'extend', 'false', 'for', 'hd', 'hide', 'if', + 'in', 'is', 'inds', 'initialise', 'int', 'inter', 'isin', 'len', + 'let', 'local', 'ltl_assertion', 'object', 'of', 'out', 'post', + 'pre', 'read', 'real', 'rng', 'scheme', 'skip', 'stop', 'swap', + 'then', 'theory', 'test_case', 'tl', 'transition_system', 'true', + 'type', 'union', 'until', 'use', 'value', 'variable', 'while', + 'with', 'write', '~isin', '-inflist', '-infset', '-list', + '-set'), prefix=r'\b', suffix=r'\b'), + Keyword), + (r'(variable|value)\b', Keyword.Declaration), + (r'--.*?\n', Comment), + (r'<:.*?:>', Comment), + (r'\{!.*?!\}', Comment), + (r'/\*.*?\*/', Comment), + (r'^([ \t]*)([\w]+)([ \t]*)(:[^:])', bygroups(Whitespace, + Name.Function, Whitespace, Name.Function)), + (r'(^[ \t]*)([\w]+)([ \t]*)(\([\w\s,]*\))([ \t]*)(is|as)', + bygroups(Whitespace, Name.Function, Whitespace, Text, + Whitespace, Keyword)), + (r'\b[A-Z]\w*\b', Keyword.Type), + (r'(true|false)\b', Keyword.Constant), + (r'".*"', String), + (r'\'.\'', String.Char), + (r'(><|->|-m->|/\\|<=|<<=|<\.|\|\||\|\^\||-~->|-~m->|\\/|>=|>>|' + r'\.>|\+\+|-\\|<->|=>|:-|~=|\*\*|<<|>>=|\+>|!!|\|=\||#)', + Operator), + (r'[0-9]+\.[0-9]+([eE][0-9]+)?[fd]?', Number.Float), + (r'0x[0-9a-f]+', Number.Hex), + (r'[0-9]+', Number.Integer), + (r'\s+', Whitespace), + (r'.', Text), + ], + } + + def analyse_text(text): + """ + Check for the most common text in the beginning of a RSL file. + """ + if re.search(r'scheme\s*.*?=\s*class\s*type', text, re.I) is not None: + return 1.0 + + +class MscgenLexer(RegexLexer): + """ + For Mscgen files. + """ + name = 'Mscgen' + url = 'http://www.mcternan.me.uk/mscgen/' + aliases = ['mscgen', 'msc'] + filenames = ['*.msc'] + version_added = '1.6' + + _var = r'(\w+|"(?:\\"|[^"])*")' + + tokens = { + 'root': [ + (r'msc\b', Keyword.Type), + # Options + (r'(hscale|HSCALE|width|WIDTH|wordwraparcs|WORDWRAPARCS' + r'|arcgradient|ARCGRADIENT)\b', Name.Property), + # Operators + (r'(abox|ABOX|rbox|RBOX|box|BOX|note|NOTE)\b', Operator.Word), + (r'(\.|-|\|){3}', Keyword), + (r'(?:-|=|\.|:){2}' + r'|<<=>>|<->|<=>|<<>>|<:>' + r'|->|=>>|>>|=>|:>|-x|-X' + r'|<-|<<=|<<|<=|<:|x-|X-|=', Operator), + # Names + (r'\*', Name.Builtin), + (_var, Name.Variable), + # Other + (r'\[', Punctuation, 'attrs'), + (r'\{|\}|,|;', Punctuation), + include('comments') + ], + 'attrs': [ + (r'\]', Punctuation, '#pop'), + (_var + r'(\s*)(=)(\s*)' + _var, + bygroups(Name.Attribute, Whitespace, Operator, Whitespace, + String)), + (r',', Punctuation), + include('comments') + ], + 'comments': [ + (r'(?://|#).*?\n', Comment.Single), + (r'/\*(?:.|\n)*?\*/', Comment.Multiline), + (r'[ \t\r\n]+', Whitespace) + ] + } + + +class VGLLexer(RegexLexer): + """ + For SampleManager VGL source code. + """ + name = 'VGL' + url = 'http://www.thermoscientific.com/samplemanager' + aliases = ['vgl'] + filenames = ['*.rpf'] + version_added = '1.6' + + flags = re.MULTILINE | re.DOTALL | re.IGNORECASE + + tokens = { + 'root': [ + (r'\{[^}]*\}', Comment.Multiline), + (r'declare', Keyword.Constant), + (r'(if|then|else|endif|while|do|endwhile|and|or|prompt|object' + r'|create|on|line|with|global|routine|value|endroutine|constant' + r'|global|set|join|library|compile_option|file|exists|create|copy' + r'|delete|enable|windows|name|notprotected)(?! *[=<>.,()])', + Keyword), + (r'(true|false|null|empty|error|locked)', Keyword.Constant), + (r'[~^*#!%&\[\]()<>|+=:;,./?-]', Operator), + (r'"[^"]*"', String), + (r'(\.)([a-z_$][\w$]*)', bygroups(Operator, Name.Attribute)), + (r'[0-9][0-9]*(\.[0-9]+(e[+\-]?[0-9]+)?)?', Number), + (r'[a-z_$][\w$]*', Name), + (r'[\r\n]+', Whitespace), + (r'\s+', Whitespace) + ] + } + + +class AlloyLexer(RegexLexer): + """ + For Alloy source code. + """ + + name = 'Alloy' + url = 'http://alloy.mit.edu' + aliases = ['alloy'] + filenames = ['*.als'] + mimetypes = ['text/x-alloy'] + version_added = '2.0' + + flags = re.MULTILINE | re.DOTALL + + iden_rex = r'[a-zA-Z_][\w]*"*' + string_rex = r'"\b(\\\\|\\[^\\]|[^"\\])*"' + text_tuple = (r'[^\S\n]+', Whitespace) + + tokens = { + 'sig': [ + (r'(extends)\b', Keyword, '#pop'), + (iden_rex, Name), + text_tuple, + (r',', Punctuation), + (r'\{', Operator, '#pop'), + ], + 'module': [ + text_tuple, + (iden_rex, Name, '#pop'), + ], + 'fun': [ + text_tuple, + (r'\{', Operator, '#pop'), + (iden_rex, Name, '#pop'), + ], + 'fact': [ + include('fun'), + (string_rex, String, '#pop'), + ], + 'root': [ + (r'--.*?$', Comment.Single), + (r'//.*?$', Comment.Single), + (r'/\*.*?\*/', Comment.Multiline), + text_tuple, + (r'(module|open)(\s+)', bygroups(Keyword.Namespace, Whitespace), + 'module'), + (r'(sig|enum)(\s+)', bygroups(Keyword.Declaration, Whitespace), 'sig'), + (r'(iden|univ|none)\b', Keyword.Constant), + (r'(int|Int)\b', Keyword.Type), + (r'(var|this|abstract|extends|set|seq|one|lone|let)\b', Keyword), + (r'(all|some|no|sum|disj|when|else)\b', Keyword), + (r'(run|check|for|but|exactly|expect|as|steps)\b', Keyword), + (r'(always|after|eventually|until|release)\b', Keyword), # future time operators + (r'(historically|before|once|since|triggered)\b', Keyword), # past time operators + (r'(and|or|implies|iff|in)\b', Operator.Word), + (r'(fun|pred|assert)(\s+)', bygroups(Keyword, Whitespace), 'fun'), + (r'(fact)(\s+)', bygroups(Keyword, Whitespace), 'fact'), + (r'!|#|&&|\+\+|<<|>>|>=|<=>|<=|\.\.|\.|->', Operator), + (r'[-+/*%=<>&!^|~{}\[\]().\';]', Operator), + (iden_rex, Name), + (r'[:,]', Punctuation), + (r'[0-9]+', Number.Integer), + (string_rex, String), + (r'\n', Whitespace), + ] + } + + +class PanLexer(RegexLexer): + """ + Lexer for pan source files. + + Based on tcsh lexer. + """ + + name = 'Pan' + url = 'https://github.com/quattor/pan/' + aliases = ['pan'] + filenames = ['*.pan'] + version_added = '2.0' + + tokens = { + 'root': [ + include('basic'), + (r'\(', Keyword, 'paren'), + (r'\{', Keyword, 'curly'), + include('data'), + ], + 'basic': [ + (words(( + 'if', 'for', 'with', 'else', 'type', 'bind', 'while', 'valid', 'final', + 'prefix', 'unique', 'object', 'foreach', 'include', 'template', + 'function', 'variable', 'structure', 'extensible', 'declaration'), + prefix=r'\b', suffix=r'\b'), + Keyword), + (words(( + 'file_contents', 'format', 'index', 'length', 'match', 'matches', + 'replace', 'splice', 'split', 'substr', 'to_lowercase', 'to_uppercase', + 'debug', 'error', 'traceback', 'deprecated', 'base64_decode', + 'base64_encode', 'digest', 'escape', 'unescape', 'append', 'create', + 'first', 'nlist', 'key', 'list', 'merge', 'next', 'prepend', 'is_boolean', + 'is_defined', 'is_double', 'is_list', 'is_long', 'is_nlist', 'is_null', + 'is_number', 'is_property', 'is_resource', 'is_string', 'to_boolean', + 'to_double', 'to_long', 'to_string', 'clone', 'delete', 'exists', + 'path_exists', 'if_exists', 'return', 'value'), + prefix=r'\b', suffix=r'\b'), + Name.Builtin), + (r'#.*', Comment), + (r'\\[\w\W]', String.Escape), + (r'(\b\w+)(\s*)(=)', bygroups(Name.Variable, Whitespace, Operator)), + (r'[\[\]{}()=]+', Operator), + (r'<<\s*(\'?)\\?(\w+)[\w\W]+?\2', String), + (r';', Punctuation), + ], + 'data': [ + (r'(?s)"(\\\\|\\[0-7]+|\\.|[^"\\])*"', String.Double), + (r"(?s)'(\\\\|\\[0-7]+|\\.|[^'\\])*'", String.Single), + (r'\s+', Whitespace), + (r'[^=\s\[\]{}()$"\'`\\;#]+', Text), + (r'\d+(?= |\Z)', Number), + ], + 'curly': [ + (r'\}', Keyword, '#pop'), + (r':-', Keyword), + (r'\w+', Name.Variable), + (r'[^}:"\'`$]+', Punctuation), + (r':', Punctuation), + include('root'), + ], + 'paren': [ + (r'\)', Keyword, '#pop'), + include('root'), + ], + } + + +class CrmshLexer(RegexLexer): + """ + Lexer for crmsh configuration files for Pacemaker clusters. + """ + name = 'Crmsh' + url = 'http://crmsh.github.io/' + aliases = ['crmsh', 'pcmk'] + filenames = ['*.crmsh', '*.pcmk'] + mimetypes = [] + version_added = '2.1' + + elem = words(( + 'node', 'primitive', 'group', 'clone', 'ms', 'location', + 'colocation', 'order', 'fencing_topology', 'rsc_ticket', + 'rsc_template', 'property', 'rsc_defaults', + 'op_defaults', 'acl_target', 'acl_group', 'user', 'role', + 'tag'), suffix=r'(?![\w#$-])') + sub = words(( + 'params', 'meta', 'operations', 'op', 'rule', + 'attributes', 'utilization'), suffix=r'(?![\w#$-])') + acl = words(('read', 'write', 'deny'), suffix=r'(?![\w#$-])') + bin_rel = words(('and', 'or'), suffix=r'(?![\w#$-])') + un_ops = words(('defined', 'not_defined'), suffix=r'(?![\w#$-])') + date_exp = words(('in_range', 'date', 'spec', 'in'), suffix=r'(?![\w#$-])') + acl_mod = (r'(?:tag|ref|reference|attribute|type|xpath)') + bin_ops = (r'(?:lt|gt|lte|gte|eq|ne)') + val_qual = (r'(?:string|version|number)') + rsc_role_action = (r'(?:Master|Started|Slave|Stopped|' + r'start|promote|demote|stop)') + + tokens = { + 'root': [ + (r'^(#.*)(\n)?', bygroups(Comment, Whitespace)), + # attr=value (nvpair) + (r'([\w#$-]+)(=)("(?:""|[^"])*"|\S+)', + bygroups(Name.Attribute, Punctuation, String)), + # need this construct, otherwise numeric node ids + # are matched as scores + # elem id: + (r'(node)(\s+)([\w#$-]+)(:)', + bygroups(Keyword, Whitespace, Name, Punctuation)), + # scores + (r'([+-]?([0-9]+|inf)):', Number), + # keywords (elements and other) + (elem, Keyword), + (sub, Keyword), + (acl, Keyword), + # binary operators + (rf'(?:{val_qual}:)?({bin_ops})(?![\w#$-])', Operator.Word), + # other operators + (bin_rel, Operator.Word), + (un_ops, Operator.Word), + (date_exp, Operator.Word), + # builtin attributes (e.g. #uname) + (r'#[a-z]+(?![\w#$-])', Name.Builtin), + # acl_mod:blah + (rf'({acl_mod})(:)("(?:""|[^"])*"|\S+)', + bygroups(Keyword, Punctuation, Name)), + # rsc_id[:(role|action)] + # NB: this matches all other identifiers + (rf'([\w#$-]+)(?:(:)({rsc_role_action}))?(?![\w#$-])', + bygroups(Name, Punctuation, Operator.Word)), + # punctuation + (r'(\\(?=\n)|[\[\](){}/:@])', Punctuation), + (r'\s+|\n', Whitespace), + ], + } + + +class FlatlineLexer(RegexLexer): + """ + Lexer for Flatline expressions. + """ + name = 'Flatline' + url = 'https://github.com/bigmlcom/flatline' + aliases = ['flatline'] + filenames = [] + mimetypes = ['text/x-flatline'] + version_added = '2.2' + + special_forms = ('let',) + + builtins = ( + "!=", "*", "+", "-", "<", "<=", "=", ">", ">=", "abs", "acos", "all", + "all-but", "all-with-defaults", "all-with-numeric-default", "and", + "asin", "atan", "avg", "avg-window", "bin-center", "bin-count", "call", + "category-count", "ceil", "cond", "cond-window", "cons", "cos", "cosh", + "count", "diff-window", "div", "ensure-value", "ensure-weighted-value", + "epoch", "epoch-day", "epoch-fields", "epoch-hour", "epoch-millisecond", + "epoch-minute", "epoch-month", "epoch-second", "epoch-weekday", + "epoch-year", "exp", "f", "field", "field-prop", "fields", "filter", + "first", "floor", "head", "if", "in", "integer", "language", "length", + "levenshtein", "linear-regression", "list", "ln", "log", "log10", "map", + "matches", "matches?", "max", "maximum", "md5", "mean", "median", "min", + "minimum", "missing", "missing-count", "missing?", "missing_count", + "mod", "mode", "normalize", "not", "nth", "occurrences", "or", + "percentile", "percentile-label", "population", "population-fraction", + "pow", "preferred", "preferred?", "quantile-label", "rand", "rand-int", + "random-value", "re-quote", "real", "replace", "replace-first", "rest", + "round", "row-number", "segment-label", "sha1", "sha256", "sin", "sinh", + "sqrt", "square", "standard-deviation", "standard_deviation", "str", + "subs", "sum", "sum-squares", "sum-window", "sum_squares", "summary", + "summary-no", "summary-str", "tail", "tan", "tanh", "to-degrees", + "to-radians", "variance", "vectorize", "weighted-random-value", "window", + "winnow", "within-percentiles?", "z-score", + ) + + valid_name = r'(?!#)[\w!$%*+<=>?/.#-]+' + + tokens = { + 'root': [ + # whitespaces - usually not relevant + (r'[,]+', Text), + (r'\s+', Whitespace), + + # numbers + (r'-?\d+\.\d+', Number.Float), + (r'-?\d+', Number.Integer), + (r'0x-?[a-f\d]+', Number.Hex), + + # strings, symbols and characters + (r'"(\\\\|\\[^\\]|[^"\\])*"', String), + (r"\\(.|[a-z]+)", String.Char), + + # expression template placeholder + (r'_', String.Symbol), + + # highlight the special forms + (words(special_forms, suffix=' '), Keyword), + + # highlight the builtins + (words(builtins, suffix=' '), Name.Builtin), + + # the remaining functions + (r'(?<=\()' + valid_name, Name.Function), + + # find the remaining variables + (valid_name, Name.Variable), + + # parentheses + (r'(\(|\))', Punctuation), + ], + } + + +class SnowballLexer(ExtendedRegexLexer): + """ + Lexer for Snowball source code. + """ + + name = 'Snowball' + url = 'https://snowballstem.org/' + aliases = ['snowball'] + filenames = ['*.sbl'] + version_added = '2.2' + + _ws = r'\n\r\t ' + + def __init__(self, **options): + self._reset_stringescapes() + ExtendedRegexLexer.__init__(self, **options) + + def _reset_stringescapes(self): + self._start = "'" + self._end = "'" + + def _string(do_string_first): + def callback(lexer, match, ctx): + s = match.start() + text = match.group() + string = re.compile(rf'([^{re.escape(lexer._start)}]*)(.)').match + escape = re.compile(rf'([^{re.escape(lexer._end)}]*)(.)').match + pos = 0 + do_string = do_string_first + while pos < len(text): + if do_string: + match = string(text, pos) + yield s + match.start(1), String.Single, match.group(1) + if match.group(2) == "'": + yield s + match.start(2), String.Single, match.group(2) + ctx.stack.pop() + break + yield s + match.start(2), String.Escape, match.group(2) + pos = match.end() + match = escape(text, pos) + yield s + match.start(), String.Escape, match.group() + if match.group(2) != lexer._end: + ctx.stack[-1] = 'escape' + break + pos = match.end() + do_string = True + ctx.pos = s + match.end() + return callback + + def _stringescapes(lexer, match, ctx): + lexer._start = match.group(3) + lexer._end = match.group(5) + return bygroups(Keyword.Reserved, Whitespace, String.Escape, Whitespace, + String.Escape)(lexer, match, ctx) + + tokens = { + 'root': [ + (r'len\b', Name.Builtin), + (r'lenof\b', Operator.Word), + include('root1'), + ], + 'root1': [ + (rf'[{_ws}]+', Whitespace), + (r'\d+', Number.Integer), + (r"'", String.Single, 'string'), + (r'[()]', Punctuation), + (r'/\*[\w\W]*?\*/', Comment.Multiline), + (r'//.*', Comment.Single), + (r'[!*+\-/<=>]=|[-=]>|<[+-]|[$*+\-/<=>?\[\]]', Operator), + (words(('as', 'get', 'hex', 'among', 'define', 'decimal', + 'backwardmode'), suffix=r'\b'), + Keyword.Reserved), + (words(('strings', 'booleans', 'integers', 'routines', 'externals', + 'groupings'), suffix=r'\b'), + Keyword.Reserved, 'declaration'), + (words(('do', 'or', 'and', 'for', 'hop', 'non', 'not', 'set', 'try', + 'fail', 'goto', 'loop', 'next', 'test', 'true', + 'false', 'unset', 'atmark', 'attach', 'delete', 'gopast', + 'insert', 'repeat', 'sizeof', 'tomark', 'atleast', + 'atlimit', 'reverse', 'setmark', 'tolimit', 'setlimit', + 'backwards', 'substring'), suffix=r'\b'), + Operator.Word), + (words(('size', 'limit', 'cursor', 'maxint', 'minint'), + suffix=r'\b'), + Name.Builtin), + (rf'(stringdef\b)([{_ws}]*)([^{_ws}]+)', + bygroups(Keyword.Reserved, Whitespace, String.Escape)), + (rf'(stringescapes\b)([{_ws}]*)(.)([{_ws}]*)(.)', + _stringescapes), + (r'[A-Za-z]\w*', Name), + ], + 'declaration': [ + (r'\)', Punctuation, '#pop'), + (words(('len', 'lenof'), suffix=r'\b'), Name, + ('root1', 'declaration')), + include('root1'), + ], + 'string': [ + (r"[^']*'", _string(True)), + ], + 'escape': [ + (r"[^']*'", _string(False)), + ], + } + + def get_tokens_unprocessed(self, text=None, context=None): + self._reset_stringescapes() + return ExtendedRegexLexer.get_tokens_unprocessed(self, text, context) diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/esoteric.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/esoteric.py new file mode 100644 index 0000000000000000000000000000000000000000..7b7661297827565bc104f9622ae573463e07bd59 --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/esoteric.py @@ -0,0 +1,300 @@ +""" + pygments.lexers.esoteric + ~~~~~~~~~~~~~~~~~~~~~~~~ + + Lexers for esoteric languages. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +from pygments.lexer import RegexLexer, include, words, bygroups +from pygments.token import Comment, Operator, Keyword, Name, String, Number, \ + Punctuation, Error, Whitespace + +__all__ = ['BrainfuckLexer', 'BefungeLexer', 'RedcodeLexer', 'CAmkESLexer', + 'CapDLLexer', 'AheuiLexer'] + + +class BrainfuckLexer(RegexLexer): + """ + Lexer for the esoteric BrainFuck language. + """ + + name = 'Brainfuck' + url = 'http://www.muppetlabs.com/~breadbox/bf/' + aliases = ['brainfuck', 'bf'] + filenames = ['*.bf', '*.b'] + mimetypes = ['application/x-brainfuck'] + version_added = '' + + tokens = { + 'common': [ + # use different colors for different instruction types + (r'[.,]+', Name.Tag), + (r'[+-]+', Name.Builtin), + (r'[<>]+', Name.Variable), + (r'[^.,+\-<>\[\]]+', Comment), + ], + 'root': [ + (r'\[', Keyword, 'loop'), + (r'\]', Error), + include('common'), + ], + 'loop': [ + (r'\[', Keyword, '#push'), + (r'\]', Keyword, '#pop'), + include('common'), + ] + } + + def analyse_text(text): + """It's safe to assume that a program which mostly consists of + - + and < > is brainfuck.""" + plus_minus_count = 0 + greater_less_count = 0 + + range_to_check = max(256, len(text)) + + for c in text[:range_to_check]: + if c == '+' or c == '-': + plus_minus_count += 1 + if c == '<' or c == '>': + greater_less_count += 1 + + if plus_minus_count > (0.25 * range_to_check): + return 1.0 + if greater_less_count > (0.25 * range_to_check): + return 1.0 + + result = 0 + if '[-]' in text: + result += 0.5 + + return result + + +class BefungeLexer(RegexLexer): + """ + Lexer for the esoteric Befunge language. + """ + name = 'Befunge' + url = 'http://en.wikipedia.org/wiki/Befunge' + aliases = ['befunge'] + filenames = ['*.befunge'] + mimetypes = ['application/x-befunge'] + version_added = '0.7' + + tokens = { + 'root': [ + (r'[0-9a-f]', Number), + (r'[+*/%!`-]', Operator), # Traditional math + (r'[<>^v?\[\]rxjk]', Name.Variable), # Move, imperatives + (r'[:\\$.,n]', Name.Builtin), # Stack ops, imperatives + (r'[|_mw]', Keyword), + (r'[{}]', Name.Tag), # Befunge-98 stack ops + (r'".*?"', String.Double), # Strings don't appear to allow escapes + (r'\'.', String.Single), # Single character + (r'[#;]', Comment), # Trampoline... depends on direction hit + (r'[pg&~=@iotsy]', Keyword), # Misc + (r'[()A-Z]', Comment), # Fingerprints + (r'\s+', Whitespace), # Whitespace doesn't matter + ], + } + + +class CAmkESLexer(RegexLexer): + """ + Basic lexer for the input language for the CAmkES component platform. + """ + name = 'CAmkES' + url = 'https://sel4.systems/CAmkES/' + aliases = ['camkes', 'idl4'] + filenames = ['*.camkes', '*.idl4'] + version_added = '2.1' + + tokens = { + 'root': [ + # C pre-processor directive + (r'^(\s*)(#.*)(\n)', bygroups(Whitespace, Comment.Preproc, + Whitespace)), + + # Whitespace, comments + (r'\s+', Whitespace), + (r'/\*(.|\n)*?\*/', Comment), + (r'//.*$', Comment), + + (r'[\[(){},.;\]]', Punctuation), + (r'[~!%^&*+=|?:<>/-]', Operator), + + (words(('assembly', 'attribute', 'component', 'composition', + 'configuration', 'connection', 'connector', 'consumes', + 'control', 'dataport', 'Dataport', 'Dataports', 'emits', + 'event', 'Event', 'Events', 'export', 'from', 'group', + 'hardware', 'has', 'interface', 'Interface', 'maybe', + 'procedure', 'Procedure', 'Procedures', 'provides', + 'template', 'thread', 'threads', 'to', 'uses', 'with'), + suffix=r'\b'), Keyword), + + (words(('bool', 'boolean', 'Buf', 'char', 'character', 'double', + 'float', 'in', 'inout', 'int', 'int16_6', 'int32_t', + 'int64_t', 'int8_t', 'integer', 'mutex', 'out', 'real', + 'refin', 'semaphore', 'signed', 'string', 'struct', + 'uint16_t', 'uint32_t', 'uint64_t', 'uint8_t', 'uintptr_t', + 'unsigned', 'void'), + suffix=r'\b'), Keyword.Type), + + # Recognised attributes + (r'[a-zA-Z_]\w*_(priority|domain|buffer)', Keyword.Reserved), + (words(('dma_pool', 'from_access', 'to_access'), suffix=r'\b'), + Keyword.Reserved), + + # CAmkES-level include + (r'(import)(\s+)((?:<[^>]*>|"[^"]*");)', + bygroups(Comment.Preproc, Whitespace, Comment.Preproc)), + + # C-level include + (r'(include)(\s+)((?:<[^>]*>|"[^"]*");)', + bygroups(Comment.Preproc, Whitespace, Comment.Preproc)), + + # Literals + (r'0[xX][\da-fA-F]+', Number.Hex), + (r'-?[\d]+', Number), + (r'-?[\d]+\.[\d]+', Number.Float), + (r'"[^"]*"', String), + (r'[Tt]rue|[Ff]alse', Name.Builtin), + + # Identifiers + (r'[a-zA-Z_]\w*', Name), + ], + } + + +class CapDLLexer(RegexLexer): + """ + Basic lexer for CapDL. + + The source of the primary tool that reads such specifications is available + at https://github.com/seL4/capdl/tree/master/capDL-tool. Note that this + lexer only supports a subset of the grammar. For example, identifiers can + shadow type names, but these instances are currently incorrectly + highlighted as types. Supporting this would need a stateful lexer that is + considered unnecessarily complex for now. + """ + name = 'CapDL' + url = 'https://ssrg.nicta.com.au/publications/nictaabstracts/Kuz_KLW_10.abstract.pml' + aliases = ['capdl'] + filenames = ['*.cdl'] + version_added = '2.2' + + tokens = { + 'root': [ + # C pre-processor directive + (r'^(\s*)(#.*)(\n)', + bygroups(Whitespace, Comment.Preproc, Whitespace)), + + # Whitespace, comments + (r'\s+', Whitespace), + (r'/\*(.|\n)*?\*/', Comment), + (r'(//|--).*$', Comment), + + (r'[<>\[(){},:;=\]]', Punctuation), + (r'\.\.', Punctuation), + + (words(('arch', 'arm11', 'caps', 'child_of', 'ia32', 'irq', 'maps', + 'objects'), suffix=r'\b'), Keyword), + + (words(('aep', 'asid_pool', 'cnode', 'ep', 'frame', 'io_device', + 'io_ports', 'io_pt', 'notification', 'pd', 'pt', 'tcb', + 'ut', 'vcpu'), suffix=r'\b'), Keyword.Type), + + # Properties + (words(('asid', 'addr', 'badge', 'cached', 'dom', 'domainID', 'elf', + 'fault_ep', 'G', 'guard', 'guard_size', 'init', 'ip', + 'prio', 'sp', 'R', 'RG', 'RX', 'RW', 'RWG', 'RWX', 'W', + 'WG', 'WX', 'level', 'masked', 'master_reply', 'paddr', + 'ports', 'reply', 'uncached'), suffix=r'\b'), + Keyword.Reserved), + + # Literals + (r'0[xX][\da-fA-F]+', Number.Hex), + (r'\d+(\.\d+)?(k|M)?', Number), + (words(('bits',), suffix=r'\b'), Number), + (words(('cspace', 'vspace', 'reply_slot', 'caller_slot', + 'ipc_buffer_slot'), suffix=r'\b'), Number), + + # Identifiers + (r'[a-zA-Z_][-@\.\w]*', Name), + ], + } + + +class RedcodeLexer(RegexLexer): + """ + A simple Redcode lexer based on ICWS'94. + Contributed by Adam Blinkinsop . + """ + name = 'Redcode' + aliases = ['redcode'] + filenames = ['*.cw'] + url = 'https://en.wikipedia.org/wiki/Core_War' + version_added = '0.8' + + opcodes = ('DAT', 'MOV', 'ADD', 'SUB', 'MUL', 'DIV', 'MOD', + 'JMP', 'JMZ', 'JMN', 'DJN', 'CMP', 'SLT', 'SPL', + 'ORG', 'EQU', 'END') + modifiers = ('A', 'B', 'AB', 'BA', 'F', 'X', 'I') + + tokens = { + 'root': [ + # Whitespace: + (r'\s+', Whitespace), + (r';.*$', Comment.Single), + # Lexemes: + # Identifiers + (r'\b({})\b'.format('|'.join(opcodes)), Name.Function), + (r'\b({})\b'.format('|'.join(modifiers)), Name.Decorator), + (r'[A-Za-z_]\w+', Name), + # Operators + (r'[-+*/%]', Operator), + (r'[#$@<>]', Operator), # mode + (r'[.,]', Punctuation), # mode + # Numbers + (r'[-+]?\d+', Number.Integer), + ], + } + + +class AheuiLexer(RegexLexer): + """ + Aheui is esoteric language based on Korean alphabets. + """ + + name = 'Aheui' + url = 'http://aheui.github.io/' + aliases = ['aheui'] + filenames = ['*.aheui'] + version_added = '' + + tokens = { + 'root': [ + ('[' + '나-낳냐-냫너-넣녀-녛노-놓뇨-눟뉴-닇' + '다-닿댜-댷더-덯뎌-뎧도-돟됴-둫듀-딓' + '따-땋땨-떃떠-떻뗘-뗳또-똫뚀-뚷뜌-띟' + '라-랗랴-럏러-렇려-렿로-롷료-뤃류-릫' + '마-맣먀-먛머-멓며-몋모-뫃묘-뭏뮤-믷' + '바-밯뱌-뱧버-벟벼-볗보-봏뵤-붛뷰-빃' + '빠-빻뺘-뺳뻐-뻫뼈-뼣뽀-뽛뾰-뿧쀼-삏' + '사-샇샤-샿서-섷셔-셯소-솧쇼-숳슈-싛' + '싸-쌓쌰-썋써-쎃쎠-쎻쏘-쏳쑈-쑿쓔-씧' + '자-잫쟈-쟣저-젛져-졓조-좋죠-줗쥬-즿' + '차-챃챠-챻처-첳쳐-쳫초-촣쵸-춯츄-칗' + '카-캏캬-컇커-컿켜-켷코-콯쿄-쿻큐-킣' + '타-탛탸-턓터-텋텨-톃토-톻툐-퉇튜-틯' + '파-팧퍄-퍟퍼-펗펴-폏포-퐇표-풓퓨-픻' + '하-핳햐-햫허-헣혀-혛호-홓효-훟휴-힇' + ']', Operator), + ('.', Comment), + ], + } diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/fortran.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/fortran.py new file mode 100644 index 0000000000000000000000000000000000000000..d4bceb8c450533568643d21f2c3e3a10648677b9 --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/fortran.py @@ -0,0 +1,212 @@ +""" + pygments.lexers.fortran + ~~~~~~~~~~~~~~~~~~~~~~~ + + Lexers for Fortran languages. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +import re + +from pygments.lexer import RegexLexer, bygroups, include, words, using, default +from pygments.token import Text, Comment, Operator, Keyword, Name, String, \ + Number, Punctuation, Generic + +__all__ = ['FortranLexer', 'FortranFixedLexer'] + + +class FortranLexer(RegexLexer): + """ + Lexer for FORTRAN 90 code. + """ + name = 'Fortran' + url = 'https://fortran-lang.org/' + aliases = ['fortran', 'f90'] + filenames = ['*.f03', '*.f90', '*.F03', '*.F90'] + mimetypes = ['text/x-fortran'] + version_added = '0.10' + flags = re.IGNORECASE | re.MULTILINE + + # Data Types: INTEGER, REAL, COMPLEX, LOGICAL, CHARACTER and DOUBLE PRECISION + # Operators: **, *, +, -, /, <, >, <=, >=, ==, /= + # Logical (?): NOT, AND, OR, EQV, NEQV + + # Builtins: + # http://gcc.gnu.org/onlinedocs/gcc-3.4.6/g77/Table-of-Intrinsic-Functions.html + + tokens = { + 'root': [ + (r'^#.*\n', Comment.Preproc), + (r'!.*\n', Comment), + include('strings'), + include('core'), + (r'[a-z][\w$]*', Name), + include('nums'), + (r'[\s]+', Text.Whitespace), + ], + 'core': [ + # Statements + + (r'\b(DO)(\s+)(CONCURRENT)\b', bygroups(Keyword, Text.Whitespace, Keyword)), + (r'\b(GO)(\s*)(TO)\b', bygroups(Keyword, Text.Whitespace, Keyword)), + + (words(( + 'ABSTRACT', 'ACCEPT', 'ALL', 'ALLSTOP', 'ALLOCATABLE', 'ALLOCATE', + 'ARRAY', 'ASSIGN', 'ASSOCIATE', 'ASYNCHRONOUS', 'BACKSPACE', 'BIND', + 'BLOCK', 'BLOCKDATA', 'BYTE', 'CALL', 'CASE', 'CLASS', 'CLOSE', + 'CODIMENSION', 'COMMON', 'CONTIGUOUS', 'CONTAINS', + 'CONTINUE', 'CRITICAL', 'CYCLE', 'DATA', 'DEALLOCATE', 'DECODE', + 'DEFERRED', 'DIMENSION', 'DO', 'ELEMENTAL', 'ELSE', 'ELSEIF', 'ENCODE', + 'END', 'ENDASSOCIATE', 'ENDBLOCK', 'ENDDO', 'ENDENUM', 'ENDFORALL', + 'ENDFUNCTION', 'ENDIF', 'ENDINTERFACE', 'ENDMODULE', 'ENDPROGRAM', + 'ENDSELECT', 'ENDSUBMODULE', 'ENDSUBROUTINE', 'ENDTYPE', 'ENDWHERE', + 'ENTRY', 'ENUM', 'ENUMERATOR', 'EQUIVALENCE', 'ERROR STOP', 'EXIT', + 'EXTENDS', 'EXTERNAL', 'EXTRINSIC', 'FILE', 'FINAL', 'FORALL', 'FORMAT', + 'FUNCTION', 'GENERIC', 'IF', 'IMAGES', 'IMPLICIT', + 'IMPORT', 'IMPURE', 'INCLUDE', 'INQUIRE', 'INTENT', 'INTERFACE', + 'INTRINSIC', 'IS', 'LOCK', 'MEMORY', 'MODULE', 'NAMELIST', 'NULLIFY', + 'NONE', 'NON_INTRINSIC', 'NON_OVERRIDABLE', 'NOPASS', 'ONLY', 'OPEN', + 'OPTIONAL', 'OPTIONS', 'PARAMETER', 'PASS', 'PAUSE', 'POINTER', 'PRINT', + 'PRIVATE', 'PROGRAM', 'PROCEDURE', 'PROTECTED', 'PUBLIC', 'PURE', 'READ', + 'RECURSIVE', 'RESULT', 'RETURN', 'REWIND', 'SAVE', 'SELECT', 'SEQUENCE', + 'STOP', 'SUBMODULE', 'SUBROUTINE', 'SYNC', 'SYNCALL', 'SYNCIMAGES', + 'SYNCMEMORY', 'TARGET', 'THEN', 'TYPE', 'UNLOCK', 'USE', 'VALUE', + 'VOLATILE', 'WHERE', 'WRITE', 'WHILE'), prefix=r'\b', suffix=r'\s*\b'), + Keyword), + + # Data Types + (words(( + 'CHARACTER', 'COMPLEX', 'DOUBLE PRECISION', 'DOUBLE COMPLEX', 'INTEGER', + 'LOGICAL', 'REAL', 'C_INT', 'C_SHORT', 'C_LONG', 'C_LONG_LONG', + 'C_SIGNED_CHAR', 'C_SIZE_T', 'C_INT8_T', 'C_INT16_T', 'C_INT32_T', + 'C_INT64_T', 'C_INT_LEAST8_T', 'C_INT_LEAST16_T', 'C_INT_LEAST32_T', + 'C_INT_LEAST64_T', 'C_INT_FAST8_T', 'C_INT_FAST16_T', 'C_INT_FAST32_T', + 'C_INT_FAST64_T', 'C_INTMAX_T', 'C_INTPTR_T', 'C_FLOAT', 'C_DOUBLE', + 'C_LONG_DOUBLE', 'C_FLOAT_COMPLEX', 'C_DOUBLE_COMPLEX', + 'C_LONG_DOUBLE_COMPLEX', 'C_BOOL', 'C_CHAR', 'C_PTR', 'C_FUNPTR'), + prefix=r'\b', suffix=r'\s*\b'), + Keyword.Type), + + # Operators + (r'(\*\*|\*|\+|-|\/|<|>|<=|>=|==|\/=|=)', Operator), + + (r'(::)', Keyword.Declaration), + + (r'[()\[\],:&%;.]', Punctuation), + # Intrinsics + (words(( + 'Abort', 'Abs', 'Access', 'AChar', 'ACos', 'ACosH', 'AdjustL', + 'AdjustR', 'AImag', 'AInt', 'Alarm', 'All', 'Allocated', 'ALog', + 'AMax', 'AMin', 'AMod', 'And', 'ANInt', 'Any', 'ASin', 'ASinH', + 'Associated', 'ATan', 'ATanH', 'Atomic_Define', 'Atomic_Ref', + 'BesJ', 'BesJN', 'Bessel_J0', 'Bessel_J1', 'Bessel_JN', 'Bessel_Y0', + 'Bessel_Y1', 'Bessel_YN', 'BesY', 'BesYN', 'BGE', 'BGT', 'BLE', + 'BLT', 'Bit_Size', 'BTest', 'CAbs', 'CCos', 'Ceiling', 'CExp', + 'Char', 'ChDir', 'ChMod', 'CLog', 'Cmplx', 'Command_Argument_Count', + 'Complex', 'Conjg', 'Cos', 'CosH', 'Count', 'CPU_Time', 'CShift', + 'CSin', 'CSqRt', 'CTime', 'C_Loc', 'C_Associated', + 'C_Null_Ptr', 'C_Null_Funptr', 'C_F_Pointer', 'C_F_ProcPointer', + 'C_Null_Char', 'C_Alert', 'C_Backspace', 'C_Form_Feed', 'C_FunLoc', + 'C_Sizeof', 'C_New_Line', 'C_Carriage_Return', + 'C_Horizontal_Tab', 'C_Vertical_Tab', 'DAbs', 'DACos', 'DASin', + 'DATan', 'Date_and_Time', 'DbesJ', 'DbesJN', 'DbesY', + 'DbesYN', 'Dble', 'DCos', 'DCosH', 'DDiM', 'DErF', + 'DErFC', 'DExp', 'Digits', 'DiM', 'DInt', 'DLog', 'DMax', + 'DMin', 'DMod', 'DNInt', 'Dot_Product', 'DProd', 'DSign', 'DSinH', + 'DShiftL', 'DShiftR', 'DSin', 'DSqRt', 'DTanH', 'DTan', 'DTime', + 'EOShift', 'Epsilon', 'ErF', 'ErFC', 'ErFC_Scaled', 'ETime', + 'Execute_Command_Line', 'Exit', 'Exp', 'Exponent', 'Extends_Type_Of', + 'FDate', 'FGet', 'FGetC', 'FindLoc', 'Float', 'Floor', 'Flush', + 'FNum', 'FPutC', 'FPut', 'Fraction', 'FSeek', 'FStat', 'FTell', + 'Gamma', 'GError', 'GetArg', 'Get_Command', 'Get_Command_Argument', + 'Get_Environment_Variable', 'GetCWD', 'GetEnv', 'GetGId', 'GetLog', + 'GetPId', 'GetUId', 'GMTime', 'HostNm', 'Huge', 'Hypot', 'IAbs', + 'IAChar', 'IAll', 'IAnd', 'IAny', 'IArgC', 'IBClr', 'IBits', + 'IBSet', 'IChar', 'IDate', 'IDiM', 'IDInt', 'IDNInt', 'IEOr', + 'IErrNo', 'IFix', 'Imag', 'ImagPart', 'Image_Index', 'Index', + 'Int', 'IOr', 'IParity', 'IRand', 'IsaTty', 'IShft', 'IShftC', + 'ISign', 'Iso_C_Binding', 'Is_Contiguous', 'Is_Iostat_End', + 'Is_Iostat_Eor', 'ITime', 'Kill', 'Kind', 'LBound', 'LCoBound', + 'Len', 'Len_Trim', 'LGe', 'LGt', 'Link', 'LLe', 'LLt', 'LnBlnk', + 'Loc', 'Log', 'Log_Gamma', 'Logical', 'Long', 'LShift', 'LStat', + 'LTime', 'MaskL', 'MaskR', 'MatMul', 'Max', 'MaxExponent', + 'MaxLoc', 'MaxVal', 'MClock', 'Merge', 'Merge_Bits', 'Move_Alloc', + 'Min', 'MinExponent', 'MinLoc', 'MinVal', 'Mod', 'Modulo', 'MvBits', + 'Nearest', 'New_Line', 'NInt', 'Norm2', 'Not', 'Null', 'Num_Images', + 'Or', 'Pack', 'Parity', 'PError', 'Precision', 'Present', 'Product', + 'Radix', 'Rand', 'Random_Number', 'Random_Seed', 'Range', 'Real', + 'RealPart', 'Rename', 'Repeat', 'Reshape', 'RRSpacing', 'RShift', + 'Same_Type_As', 'Scale', 'Scan', 'Second', 'Selected_Char_Kind', + 'Selected_Int_Kind', 'Selected_Real_Kind', 'Set_Exponent', 'Shape', + 'ShiftA', 'ShiftL', 'ShiftR', 'Short', 'Sign', 'Signal', 'SinH', + 'Sin', 'Sleep', 'Sngl', 'Spacing', 'Spread', 'SqRt', 'SRand', + 'Stat', 'Storage_Size', 'Sum', 'SymLnk', 'System', 'System_Clock', + 'Tan', 'TanH', 'Time', 'This_Image', 'Tiny', 'TrailZ', 'Transfer', + 'Transpose', 'Trim', 'TtyNam', 'UBound', 'UCoBound', 'UMask', + 'Unlink', 'Unpack', 'Verify', 'XOr', 'ZAbs', 'ZCos', 'ZExp', + 'ZLog', 'ZSin', 'ZSqRt'), prefix=r'\b', suffix=r'\s*\b'), + Name.Builtin), + + # Booleans + (r'\.(true|false)\.', Name.Builtin), + # Comparing Operators + (r'\.(eq|ne|lt|le|gt|ge|not|and|or|eqv|neqv)\.', Operator.Word), + ], + + 'strings': [ + (r'"(\\[0-7]+|\\[^0-7]|[^"\\])*"', String.Double), + (r"'(\\[0-7]+|\\[^0-7]|[^'\\])*'", String.Single), + ], + + 'nums': [ + (r'\d+(?![.e])(_([1-9]|[a-z]\w*))?', Number.Integer), + (r'[+-]?\d*\.\d+([ed][-+]?\d+)?(_([1-9]|[a-z]\w*))?', Number.Float), + (r'[+-]?\d+\.\d*([ed][-+]?\d+)?(_([1-9]|[a-z]\w*))?', Number.Float), + (r'[+-]?\d+(\.\d*)?[ed][-+]?\d+(_([1-9]|[a-z]\w*))?', Number.Float), + ], + } + + +class FortranFixedLexer(RegexLexer): + """ + Lexer for fixed format Fortran. + """ + name = 'FortranFixed' + aliases = ['fortranfixed'] + filenames = ['*.f', '*.F'] + url = 'https://fortran-lang.org/' + version_added = '2.1' + + flags = re.IGNORECASE + + def _lex_fortran(self, match, ctx=None): + """Lex a line just as free form fortran without line break.""" + lexer = FortranLexer() + text = match.group(0) + "\n" + for index, token, value in lexer.get_tokens_unprocessed(text): + value = value.replace('\n', '') + if value != '': + yield index, token, value + + tokens = { + 'root': [ + (r'[C*].*\n', Comment), + (r'#.*\n', Comment.Preproc), + (r' {0,4}!.*\n', Comment), + (r'(.{5})', Name.Label, 'cont-char'), + (r'.*\n', using(FortranLexer)), + ], + 'cont-char': [ + (' ', Text, 'code'), + ('0', Comment, 'code'), + ('.', Generic.Strong, 'code'), + ], + 'code': [ + (r'(.{66})(.*)(\n)', + bygroups(_lex_fortran, Comment, Text.Whitespace), 'root'), + (r'(.*)(\n)', bygroups(_lex_fortran, Text.Whitespace), 'root'), + default('root'), + ] + } diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/gleam.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/gleam.py new file mode 100644 index 0000000000000000000000000000000000000000..0df79553e4c12b1a6e16745847731a23446761ca --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/gleam.py @@ -0,0 +1,74 @@ +""" + pygments.lexers.gleam + ~~~~~~~~~~~~~~~~~~~~~ + + Lexer for the Gleam programming language. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +from pygments.lexer import RegexLexer, words, bygroups +from pygments.token import Comment, Operator, Keyword, Name, String, \ + Number, Punctuation, Whitespace + +__all__ = ['GleamLexer'] + + +class GleamLexer(RegexLexer): + """ + Lexer for the Gleam programming language (version 1.0.0). + """ + + name = 'Gleam' + url = 'https://gleam.run/' + filenames = ['*.gleam'] + aliases = ['gleam'] + mimetypes = ['text/x-gleam'] + version_added = '2.19' + + keywords = words(( + 'as', 'assert', 'auto', 'case', 'const', 'delegate', 'derive', 'echo', + 'else', 'fn', 'if', 'implement', 'import', 'let', 'macro', 'opaque', + 'panic', 'pub', 'test', 'todo', 'type', 'use', + ), suffix=r'\b') + + tokens = { + 'root': [ + # Comments + (r'(///.*?)(\n)', bygroups(String.Doc, Whitespace)), + (r'(//.*?)(\n)', bygroups(Comment.Single, Whitespace)), + + # Keywords + (keywords, Keyword), + (r'([a-zA-Z_]+)(\.)', bygroups(Keyword, Punctuation)), + + # Punctuation + (r'[()\[\]{}:;,@]+', Punctuation), + (r'(#|!=|!|==|\|>|\|\||\||\->|<\-|&&|<<|>>|\.\.|\.|=)', Punctuation), + + # Operators + (r'(<>|\+\.?|\-\.?|\*\.?|/\.?|%\.?|<=\.?|>=\.?|<\.?|>\.?|=)', Operator), + + # Strings + (r'"(\\"|[^"])*"', String), + + # Identifiers + (r'\b(let)(\s+)(\w+)', bygroups(Keyword, Whitespace, Name.Variable)), + (r'\b(fn)(\s+)(\w+)', bygroups(Keyword, Whitespace, Name.Function)), + (r'[a-zA-Z_/]\w*', Name), + + # numbers + (r'(\d+(_\d+)*\.(?!\.)(\d+(_\d+)*)?|\.\d+(_\d+)*)([eEf][+-]?[0-9]+)?', Number.Float), + (r'\d+(_\d+)*[eEf][+-]?[0-9]+', Number.Float), + (r'0[xX][a-fA-F0-9]+(_[a-fA-F0-9]+)*(\.([a-fA-F0-9]+(_[a-fA-F0-9]+)*)?)?p[+-]?\d+', Number.Float), + (r'0[bB][01]+(_[01]+)*', Number.Bin), + (r'0[oO][0-7]+(_[0-7]+)*', Number.Oct), + (r'0[xX][a-fA-F0-9]+(_[a-fA-F0-9]+)*', Number.Hex), + (r'\d+(_\d+)*', Number.Integer), + + # Whitespace + (r'\s+', Whitespace), + + ], + } diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/haxe.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/haxe.py new file mode 100644 index 0000000000000000000000000000000000000000..7af240178635f46f9e71218d557e32ed3a7a4e7b --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/haxe.py @@ -0,0 +1,941 @@ +""" + pygments.lexers.haxe + ~~~~~~~~~~~~~~~~~~~~ + + Lexers for Haxe and related stuff. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +import re + +from pygments.lexer import ExtendedRegexLexer, RegexLexer, include, bygroups, \ + default +from pygments.token import Text, Comment, Operator, Keyword, Name, String, \ + Number, Punctuation, Generic, Whitespace + +__all__ = ['HaxeLexer', 'HxmlLexer'] + + +class HaxeLexer(ExtendedRegexLexer): + """ + For Haxe source code. + """ + + name = 'Haxe' + url = 'http://haxe.org/' + aliases = ['haxe', 'hxsl', 'hx'] + filenames = ['*.hx', '*.hxsl'] + mimetypes = ['text/haxe', 'text/x-haxe', 'text/x-hx'] + version_added = '1.3' + + # keywords extracted from lexer.mll in the haxe compiler source + keyword = (r'(?:function|class|static|var|if|else|while|do|for|' + r'break|return|continue|extends|implements|import|' + r'switch|case|default|public|private|try|untyped|' + r'catch|new|this|throw|extern|enum|in|interface|' + r'cast|override|dynamic|typedef|package|' + r'inline|using|null|true|false|abstract)\b') + + # idtype in lexer.mll + typeid = r'_*[A-Z]\w*' + + # combined ident and dollar and idtype + ident = r'(?:_*[a-z]\w*|_+[0-9]\w*|' + typeid + r'|_+|\$\w+)' + + binop = (r'(?:%=|&=|\|=|\^=|\+=|\-=|\*=|/=|<<=|>\s*>\s*=|>\s*>\s*>\s*=|==|' + r'!=|<=|>\s*=|&&|\|\||<<|>>>|>\s*>|\.\.\.|<|>|%|&|\||\^|\+|\*|' + r'/|\-|=>|=)') + + # ident except keywords + ident_no_keyword = r'(?!' + keyword + ')' + ident + + flags = re.DOTALL | re.MULTILINE + + preproc_stack = [] + + def preproc_callback(self, match, ctx): + proc = match.group(2) + + if proc == 'if': + # store the current stack + self.preproc_stack.append(ctx.stack[:]) + elif proc in ['else', 'elseif']: + # restore the stack back to right before #if + if self.preproc_stack: + ctx.stack = self.preproc_stack[-1][:] + elif proc == 'end': + # remove the saved stack of previous #if + if self.preproc_stack: + self.preproc_stack.pop() + + # #if and #elseif should follow by an expr + if proc in ['if', 'elseif']: + ctx.stack.append('preproc-expr') + + # #error can be optionally follow by the error msg + if proc in ['error']: + ctx.stack.append('preproc-error') + + yield match.start(), Comment.Preproc, '#' + proc + ctx.pos = match.end() + + tokens = { + 'root': [ + include('spaces'), + include('meta'), + (r'(?:package)\b', Keyword.Namespace, ('semicolon', 'package')), + (r'(?:import)\b', Keyword.Namespace, ('semicolon', 'import')), + (r'(?:using)\b', Keyword.Namespace, ('semicolon', 'using')), + (r'(?:extern|private)\b', Keyword.Declaration), + (r'(?:abstract)\b', Keyword.Declaration, 'abstract'), + (r'(?:class|interface)\b', Keyword.Declaration, 'class'), + (r'(?:enum)\b', Keyword.Declaration, 'enum'), + (r'(?:typedef)\b', Keyword.Declaration, 'typedef'), + + # top-level expression + # although it is not supported in haxe, but it is common to write + # expression in web pages the positive lookahead here is to prevent + # an infinite loop at the EOF + (r'(?=.)', Text, 'expr-statement'), + ], + + # space/tab/comment/preproc + 'spaces': [ + (r'\s+', Whitespace), + (r'//[^\n\r]*', Comment.Single), + (r'/\*.*?\*/', Comment.Multiline), + (r'(#)(if|elseif|else|end|error)\b', preproc_callback), + ], + + 'string-single-interpol': [ + (r'\$\{', String.Interpol, ('string-interpol-close', 'expr')), + (r'\$\$', String.Escape), + (r'\$(?=' + ident + ')', String.Interpol, 'ident'), + include('string-single'), + ], + + 'string-single': [ + (r"'", String.Single, '#pop'), + (r'\\.', String.Escape), + (r'.', String.Single), + ], + + 'string-double': [ + (r'"', String.Double, '#pop'), + (r'\\.', String.Escape), + (r'.', String.Double), + ], + + 'string-interpol-close': [ + (r'\$'+ident, String.Interpol), + (r'\}', String.Interpol, '#pop'), + ], + + 'package': [ + include('spaces'), + (ident, Name.Namespace), + (r'\.', Punctuation, 'import-ident'), + default('#pop'), + ], + + 'import': [ + include('spaces'), + (ident, Name.Namespace), + (r'\*', Keyword), # wildcard import + (r'\.', Punctuation, 'import-ident'), + (r'in', Keyword.Namespace, 'ident'), + default('#pop'), + ], + + 'import-ident': [ + include('spaces'), + (r'\*', Keyword, '#pop'), # wildcard import + (ident, Name.Namespace, '#pop'), + ], + + 'using': [ + include('spaces'), + (ident, Name.Namespace), + (r'\.', Punctuation, 'import-ident'), + default('#pop'), + ], + + 'preproc-error': [ + (r'\s+', Whitespace), + (r"'", String.Single, ('#pop', 'string-single')), + (r'"', String.Double, ('#pop', 'string-double')), + default('#pop'), + ], + + 'preproc-expr': [ + (r'\s+', Whitespace), + (r'\!', Comment.Preproc), + (r'\(', Comment.Preproc, ('#pop', 'preproc-parenthesis')), + + (ident, Comment.Preproc, '#pop'), + + # Float + (r'\.[0-9]+', Number.Float), + (r'[0-9]+[eE][+\-]?[0-9]+', Number.Float), + (r'[0-9]+\.[0-9]*[eE][+\-]?[0-9]+', Number.Float), + (r'[0-9]+\.[0-9]+', Number.Float), + (r'[0-9]+\.(?!' + ident + r'|\.\.)', Number.Float), + + # Int + (r'0x[0-9a-fA-F]+', Number.Hex), + (r'[0-9]+', Number.Integer), + + # String + (r"'", String.Single, ('#pop', 'string-single')), + (r'"', String.Double, ('#pop', 'string-double')), + ], + + 'preproc-parenthesis': [ + (r'\s+', Whitespace), + (r'\)', Comment.Preproc, '#pop'), + default('preproc-expr-in-parenthesis'), + ], + + 'preproc-expr-chain': [ + (r'\s+', Whitespace), + (binop, Comment.Preproc, ('#pop', 'preproc-expr-in-parenthesis')), + default('#pop'), + ], + + # same as 'preproc-expr' but able to chain 'preproc-expr-chain' + 'preproc-expr-in-parenthesis': [ + (r'\s+', Whitespace), + (r'\!', Comment.Preproc), + (r'\(', Comment.Preproc, + ('#pop', 'preproc-expr-chain', 'preproc-parenthesis')), + + (ident, Comment.Preproc, ('#pop', 'preproc-expr-chain')), + + # Float + (r'\.[0-9]+', Number.Float, ('#pop', 'preproc-expr-chain')), + (r'[0-9]+[eE][+\-]?[0-9]+', Number.Float, ('#pop', 'preproc-expr-chain')), + (r'[0-9]+\.[0-9]*[eE][+\-]?[0-9]+', Number.Float, ('#pop', 'preproc-expr-chain')), + (r'[0-9]+\.[0-9]+', Number.Float, ('#pop', 'preproc-expr-chain')), + (r'[0-9]+\.(?!' + ident + r'|\.\.)', Number.Float, ('#pop', 'preproc-expr-chain')), + + # Int + (r'0x[0-9a-fA-F]+', Number.Hex, ('#pop', 'preproc-expr-chain')), + (r'[0-9]+', Number.Integer, ('#pop', 'preproc-expr-chain')), + + # String + (r"'", String.Single, + ('#pop', 'preproc-expr-chain', 'string-single')), + (r'"', String.Double, + ('#pop', 'preproc-expr-chain', 'string-double')), + ], + + 'abstract': [ + include('spaces'), + default(('#pop', 'abstract-body', 'abstract-relation', + 'abstract-opaque', 'type-param-constraint', 'type-name')), + ], + + 'abstract-body': [ + include('spaces'), + (r'\{', Punctuation, ('#pop', 'class-body')), + ], + + 'abstract-opaque': [ + include('spaces'), + (r'\(', Punctuation, ('#pop', 'parenthesis-close', 'type')), + default('#pop'), + ], + + 'abstract-relation': [ + include('spaces'), + (r'(?:to|from)', Keyword.Declaration, 'type'), + (r',', Punctuation), + default('#pop'), + ], + + 'meta': [ + include('spaces'), + (r'@', Name.Decorator, ('meta-body', 'meta-ident', 'meta-colon')), + ], + + # optional colon + 'meta-colon': [ + include('spaces'), + (r':', Name.Decorator, '#pop'), + default('#pop'), + ], + + # same as 'ident' but set token as Name.Decorator instead of Name + 'meta-ident': [ + include('spaces'), + (ident, Name.Decorator, '#pop'), + ], + + 'meta-body': [ + include('spaces'), + (r'\(', Name.Decorator, ('#pop', 'meta-call')), + default('#pop'), + ], + + 'meta-call': [ + include('spaces'), + (r'\)', Name.Decorator, '#pop'), + default(('#pop', 'meta-call-sep', 'expr')), + ], + + 'meta-call-sep': [ + include('spaces'), + (r'\)', Name.Decorator, '#pop'), + (r',', Punctuation, ('#pop', 'meta-call')), + ], + + 'typedef': [ + include('spaces'), + default(('#pop', 'typedef-body', 'type-param-constraint', + 'type-name')), + ], + + 'typedef-body': [ + include('spaces'), + (r'=', Operator, ('#pop', 'optional-semicolon', 'type')), + ], + + 'enum': [ + include('spaces'), + default(('#pop', 'enum-body', 'bracket-open', + 'type-param-constraint', 'type-name')), + ], + + 'enum-body': [ + include('spaces'), + include('meta'), + (r'\}', Punctuation, '#pop'), + (ident_no_keyword, Name, ('enum-member', 'type-param-constraint')), + ], + + 'enum-member': [ + include('spaces'), + (r'\(', Punctuation, + ('#pop', 'semicolon', 'flag', 'function-param')), + default(('#pop', 'semicolon', 'flag')), + ], + + 'class': [ + include('spaces'), + default(('#pop', 'class-body', 'bracket-open', 'extends', + 'type-param-constraint', 'type-name')), + ], + + 'extends': [ + include('spaces'), + (r'(?:extends|implements)\b', Keyword.Declaration, 'type'), + (r',', Punctuation), # the comma is made optional here, since haxe2 + # requires the comma but haxe3 does not allow it + default('#pop'), + ], + + 'bracket-open': [ + include('spaces'), + (r'\{', Punctuation, '#pop'), + ], + + 'bracket-close': [ + include('spaces'), + (r'\}', Punctuation, '#pop'), + ], + + 'class-body': [ + include('spaces'), + include('meta'), + (r'\}', Punctuation, '#pop'), + (r'(?:static|public|private|override|dynamic|inline|macro)\b', + Keyword.Declaration), + default('class-member'), + ], + + 'class-member': [ + include('spaces'), + (r'(var)\b', Keyword.Declaration, + ('#pop', 'optional-semicolon', 'var')), + (r'(function)\b', Keyword.Declaration, + ('#pop', 'optional-semicolon', 'class-method')), + ], + + # local function, anonymous or not + 'function-local': [ + include('spaces'), + (ident_no_keyword, Name.Function, + ('#pop', 'optional-expr', 'flag', 'function-param', + 'parenthesis-open', 'type-param-constraint')), + default(('#pop', 'optional-expr', 'flag', 'function-param', + 'parenthesis-open', 'type-param-constraint')), + ], + + 'optional-expr': [ + include('spaces'), + include('expr'), + default('#pop'), + ], + + 'class-method': [ + include('spaces'), + (ident, Name.Function, ('#pop', 'optional-expr', 'flag', + 'function-param', 'parenthesis-open', + 'type-param-constraint')), + ], + + # function arguments + 'function-param': [ + include('spaces'), + (r'\)', Punctuation, '#pop'), + (r'\?', Punctuation), + (ident_no_keyword, Name, + ('#pop', 'function-param-sep', 'assign', 'flag')), + ], + + 'function-param-sep': [ + include('spaces'), + (r'\)', Punctuation, '#pop'), + (r',', Punctuation, ('#pop', 'function-param')), + ], + + 'prop-get-set': [ + include('spaces'), + (r'\(', Punctuation, ('#pop', 'parenthesis-close', + 'prop-get-set-opt', 'comma', 'prop-get-set-opt')), + default('#pop'), + ], + + 'prop-get-set-opt': [ + include('spaces'), + (r'(?:default|null|never|dynamic|get|set)\b', Keyword, '#pop'), + (ident_no_keyword, Text, '#pop'), # custom getter/setter + ], + + 'expr-statement': [ + include('spaces'), + # makes semicolon optional here, just to avoid checking the last + # one is bracket or not. + default(('#pop', 'optional-semicolon', 'expr')), + ], + + 'expr': [ + include('spaces'), + (r'@', Name.Decorator, ('#pop', 'optional-expr', 'meta-body', + 'meta-ident', 'meta-colon')), + (r'(?:\+\+|\-\-|~(?!/)|!|\-)', Operator), + (r'\(', Punctuation, ('#pop', 'expr-chain', 'parenthesis')), + (r'(?:static|public|private|override|dynamic|inline)\b', + Keyword.Declaration), + (r'(?:function)\b', Keyword.Declaration, ('#pop', 'expr-chain', + 'function-local')), + (r'\{', Punctuation, ('#pop', 'expr-chain', 'bracket')), + (r'(?:true|false|null)\b', Keyword.Constant, ('#pop', 'expr-chain')), + (r'(?:this)\b', Keyword, ('#pop', 'expr-chain')), + (r'(?:cast)\b', Keyword, ('#pop', 'expr-chain', 'cast')), + (r'(?:try)\b', Keyword, ('#pop', 'catch', 'expr')), + (r'(?:var)\b', Keyword.Declaration, ('#pop', 'var')), + (r'(?:new)\b', Keyword, ('#pop', 'expr-chain', 'new')), + (r'(?:switch)\b', Keyword, ('#pop', 'switch')), + (r'(?:if)\b', Keyword, ('#pop', 'if')), + (r'(?:do)\b', Keyword, ('#pop', 'do')), + (r'(?:while)\b', Keyword, ('#pop', 'while')), + (r'(?:for)\b', Keyword, ('#pop', 'for')), + (r'(?:untyped|throw)\b', Keyword), + (r'(?:return)\b', Keyword, ('#pop', 'optional-expr')), + (r'(?:macro)\b', Keyword, ('#pop', 'macro')), + (r'(?:continue|break)\b', Keyword, '#pop'), + (r'(?:\$\s*[a-z]\b|\$(?!'+ident+'))', Name, ('#pop', 'dollar')), + (ident_no_keyword, Name, ('#pop', 'expr-chain')), + + # Float + (r'\.[0-9]+', Number.Float, ('#pop', 'expr-chain')), + (r'[0-9]+[eE][+\-]?[0-9]+', Number.Float, ('#pop', 'expr-chain')), + (r'[0-9]+\.[0-9]*[eE][+\-]?[0-9]+', Number.Float, ('#pop', 'expr-chain')), + (r'[0-9]+\.[0-9]+', Number.Float, ('#pop', 'expr-chain')), + (r'[0-9]+\.(?!' + ident + r'|\.\.)', Number.Float, ('#pop', 'expr-chain')), + + # Int + (r'0x[0-9a-fA-F]+', Number.Hex, ('#pop', 'expr-chain')), + (r'[0-9]+', Number.Integer, ('#pop', 'expr-chain')), + + # String + (r"'", String.Single, ('#pop', 'expr-chain', 'string-single-interpol')), + (r'"', String.Double, ('#pop', 'expr-chain', 'string-double')), + + # EReg + (r'~/(\\\\|\\[^\\]|[^/\\\n])*/[gimsu]*', String.Regex, ('#pop', 'expr-chain')), + + # Array + (r'\[', Punctuation, ('#pop', 'expr-chain', 'array-decl')), + ], + + 'expr-chain': [ + include('spaces'), + (r'(?:\+\+|\-\-)', Operator), + (binop, Operator, ('#pop', 'expr')), + (r'(?:in)\b', Keyword, ('#pop', 'expr')), + (r'\?', Operator, ('#pop', 'expr', 'ternary', 'expr')), + (r'(\.)(' + ident_no_keyword + ')', bygroups(Punctuation, Name)), + (r'\[', Punctuation, 'array-access'), + (r'\(', Punctuation, 'call'), + default('#pop'), + ], + + # macro reification + 'macro': [ + include('spaces'), + include('meta'), + (r':', Punctuation, ('#pop', 'type')), + + (r'(?:extern|private)\b', Keyword.Declaration), + (r'(?:abstract)\b', Keyword.Declaration, ('#pop', 'optional-semicolon', 'abstract')), + (r'(?:class|interface)\b', Keyword.Declaration, ('#pop', 'optional-semicolon', 'macro-class')), + (r'(?:enum)\b', Keyword.Declaration, ('#pop', 'optional-semicolon', 'enum')), + (r'(?:typedef)\b', Keyword.Declaration, ('#pop', 'optional-semicolon', 'typedef')), + + default(('#pop', 'expr')), + ], + + 'macro-class': [ + (r'\{', Punctuation, ('#pop', 'class-body')), + include('class') + ], + + # cast can be written as "cast expr" or "cast(expr, type)" + 'cast': [ + include('spaces'), + (r'\(', Punctuation, ('#pop', 'parenthesis-close', + 'cast-type', 'expr')), + default(('#pop', 'expr')), + ], + + # optionally give a type as the 2nd argument of cast() + 'cast-type': [ + include('spaces'), + (r',', Punctuation, ('#pop', 'type')), + default('#pop'), + ], + + 'catch': [ + include('spaces'), + (r'(?:catch)\b', Keyword, ('expr', 'function-param', + 'parenthesis-open')), + default('#pop'), + ], + + # do-while loop + 'do': [ + include('spaces'), + default(('#pop', 'do-while', 'expr')), + ], + + # the while after do + 'do-while': [ + include('spaces'), + (r'(?:while)\b', Keyword, ('#pop', 'parenthesis', + 'parenthesis-open')), + ], + + 'while': [ + include('spaces'), + (r'\(', Punctuation, ('#pop', 'expr', 'parenthesis')), + ], + + 'for': [ + include('spaces'), + (r'\(', Punctuation, ('#pop', 'expr', 'parenthesis')), + ], + + 'if': [ + include('spaces'), + (r'\(', Punctuation, ('#pop', 'else', 'optional-semicolon', 'expr', + 'parenthesis')), + ], + + 'else': [ + include('spaces'), + (r'(?:else)\b', Keyword, ('#pop', 'expr')), + default('#pop'), + ], + + 'switch': [ + include('spaces'), + default(('#pop', 'switch-body', 'bracket-open', 'expr')), + ], + + 'switch-body': [ + include('spaces'), + (r'(?:case|default)\b', Keyword, ('case-block', 'case')), + (r'\}', Punctuation, '#pop'), + ], + + 'case': [ + include('spaces'), + (r':', Punctuation, '#pop'), + default(('#pop', 'case-sep', 'case-guard', 'expr')), + ], + + 'case-sep': [ + include('spaces'), + (r':', Punctuation, '#pop'), + (r',', Punctuation, ('#pop', 'case')), + ], + + 'case-guard': [ + include('spaces'), + (r'(?:if)\b', Keyword, ('#pop', 'parenthesis', 'parenthesis-open')), + default('#pop'), + ], + + # optional multiple expr under a case + 'case-block': [ + include('spaces'), + (r'(?!(?:case|default)\b|\})', Keyword, 'expr-statement'), + default('#pop'), + ], + + 'new': [ + include('spaces'), + default(('#pop', 'call', 'parenthesis-open', 'type')), + ], + + 'array-decl': [ + include('spaces'), + (r'\]', Punctuation, '#pop'), + default(('#pop', 'array-decl-sep', 'expr')), + ], + + 'array-decl-sep': [ + include('spaces'), + (r'\]', Punctuation, '#pop'), + (r',', Punctuation, ('#pop', 'array-decl')), + ], + + 'array-access': [ + include('spaces'), + default(('#pop', 'array-access-close', 'expr')), + ], + + 'array-access-close': [ + include('spaces'), + (r'\]', Punctuation, '#pop'), + ], + + 'comma': [ + include('spaces'), + (r',', Punctuation, '#pop'), + ], + + 'colon': [ + include('spaces'), + (r':', Punctuation, '#pop'), + ], + + 'semicolon': [ + include('spaces'), + (r';', Punctuation, '#pop'), + ], + + 'optional-semicolon': [ + include('spaces'), + (r';', Punctuation, '#pop'), + default('#pop'), + ], + + # identity that CAN be a Haxe keyword + 'ident': [ + include('spaces'), + (ident, Name, '#pop'), + ], + + 'dollar': [ + include('spaces'), + (r'\{', Punctuation, ('#pop', 'expr-chain', 'bracket-close', 'expr')), + default(('#pop', 'expr-chain')), + ], + + 'type-name': [ + include('spaces'), + (typeid, Name, '#pop'), + ], + + 'type-full-name': [ + include('spaces'), + (r'\.', Punctuation, 'ident'), + default('#pop'), + ], + + 'type': [ + include('spaces'), + (r'\?', Punctuation), + (ident, Name, ('#pop', 'type-check', 'type-full-name')), + (r'\{', Punctuation, ('#pop', 'type-check', 'type-struct')), + (r'\(', Punctuation, ('#pop', 'type-check', 'type-parenthesis')), + ], + + 'type-parenthesis': [ + include('spaces'), + default(('#pop', 'parenthesis-close', 'type')), + ], + + 'type-check': [ + include('spaces'), + (r'->', Punctuation, ('#pop', 'type')), + (r'<(?!=)', Punctuation, 'type-param'), + default('#pop'), + ], + + 'type-struct': [ + include('spaces'), + (r'\}', Punctuation, '#pop'), + (r'\?', Punctuation), + (r'>', Punctuation, ('comma', 'type')), + (ident_no_keyword, Name, ('#pop', 'type-struct-sep', 'type', 'colon')), + include('class-body'), + ], + + 'type-struct-sep': [ + include('spaces'), + (r'\}', Punctuation, '#pop'), + (r',', Punctuation, ('#pop', 'type-struct')), + ], + + # type-param can be a normal type or a constant literal... + 'type-param-type': [ + # Float + (r'\.[0-9]+', Number.Float, '#pop'), + (r'[0-9]+[eE][+\-]?[0-9]+', Number.Float, '#pop'), + (r'[0-9]+\.[0-9]*[eE][+\-]?[0-9]+', Number.Float, '#pop'), + (r'[0-9]+\.[0-9]+', Number.Float, '#pop'), + (r'[0-9]+\.(?!' + ident + r'|\.\.)', Number.Float, '#pop'), + + # Int + (r'0x[0-9a-fA-F]+', Number.Hex, '#pop'), + (r'[0-9]+', Number.Integer, '#pop'), + + # String + (r"'", String.Single, ('#pop', 'string-single')), + (r'"', String.Double, ('#pop', 'string-double')), + + # EReg + (r'~/(\\\\|\\[^\\]|[^/\\\n])*/[gim]*', String.Regex, '#pop'), + + # Array + (r'\[', Operator, ('#pop', 'array-decl')), + + include('type'), + ], + + # type-param part of a type + # ie. the path in Map + 'type-param': [ + include('spaces'), + default(('#pop', 'type-param-sep', 'type-param-type')), + ], + + 'type-param-sep': [ + include('spaces'), + (r'>', Punctuation, '#pop'), + (r',', Punctuation, ('#pop', 'type-param')), + ], + + # optional type-param that may include constraint + # ie. + 'type-param-constraint': [ + include('spaces'), + (r'<(?!=)', Punctuation, ('#pop', 'type-param-constraint-sep', + 'type-param-constraint-flag', 'type-name')), + default('#pop'), + ], + + 'type-param-constraint-sep': [ + include('spaces'), + (r'>', Punctuation, '#pop'), + (r',', Punctuation, ('#pop', 'type-param-constraint-sep', + 'type-param-constraint-flag', 'type-name')), + ], + + # the optional constraint inside type-param + 'type-param-constraint-flag': [ + include('spaces'), + (r':', Punctuation, ('#pop', 'type-param-constraint-flag-type')), + default('#pop'), + ], + + 'type-param-constraint-flag-type': [ + include('spaces'), + (r'\(', Punctuation, ('#pop', 'type-param-constraint-flag-type-sep', + 'type')), + default(('#pop', 'type')), + ], + + 'type-param-constraint-flag-type-sep': [ + include('spaces'), + (r'\)', Punctuation, '#pop'), + (r',', Punctuation, 'type'), + ], + + # a parenthesis expr that contain exactly one expr + 'parenthesis': [ + include('spaces'), + default(('#pop', 'parenthesis-close', 'flag', 'expr')), + ], + + 'parenthesis-open': [ + include('spaces'), + (r'\(', Punctuation, '#pop'), + ], + + 'parenthesis-close': [ + include('spaces'), + (r'\)', Punctuation, '#pop'), + ], + + 'var': [ + include('spaces'), + (ident_no_keyword, Text, ('#pop', 'var-sep', 'assign', 'flag', 'prop-get-set')), + ], + + # optional more var decl. + 'var-sep': [ + include('spaces'), + (r',', Punctuation, ('#pop', 'var')), + default('#pop'), + ], + + # optional assignment + 'assign': [ + include('spaces'), + (r'=', Operator, ('#pop', 'expr')), + default('#pop'), + ], + + # optional type flag + 'flag': [ + include('spaces'), + (r':', Punctuation, ('#pop', 'type')), + default('#pop'), + ], + + # colon as part of a ternary operator (?:) + 'ternary': [ + include('spaces'), + (r':', Operator, '#pop'), + ], + + # function call + 'call': [ + include('spaces'), + (r'\)', Punctuation, '#pop'), + default(('#pop', 'call-sep', 'expr')), + ], + + # after a call param + 'call-sep': [ + include('spaces'), + (r'\)', Punctuation, '#pop'), + (r',', Punctuation, ('#pop', 'call')), + ], + + # bracket can be block or object + 'bracket': [ + include('spaces'), + (r'(?!(?:\$\s*[a-z]\b|\$(?!'+ident+')))' + ident_no_keyword, Name, + ('#pop', 'bracket-check')), + (r"'", String.Single, ('#pop', 'bracket-check', 'string-single')), + (r'"', String.Double, ('#pop', 'bracket-check', 'string-double')), + default(('#pop', 'block')), + ], + + 'bracket-check': [ + include('spaces'), + (r':', Punctuation, ('#pop', 'object-sep', 'expr')), # is object + default(('#pop', 'block', 'optional-semicolon', 'expr-chain')), # is block + ], + + # code block + 'block': [ + include('spaces'), + (r'\}', Punctuation, '#pop'), + default('expr-statement'), + ], + + # object in key-value pairs + 'object': [ + include('spaces'), + (r'\}', Punctuation, '#pop'), + default(('#pop', 'object-sep', 'expr', 'colon', 'ident-or-string')) + ], + + # a key of an object + 'ident-or-string': [ + include('spaces'), + (ident_no_keyword, Name, '#pop'), + (r"'", String.Single, ('#pop', 'string-single')), + (r'"', String.Double, ('#pop', 'string-double')), + ], + + # after a key-value pair in object + 'object-sep': [ + include('spaces'), + (r'\}', Punctuation, '#pop'), + (r',', Punctuation, ('#pop', 'object')), + ], + + + + } + + def analyse_text(text): + rv = 0 + if re.search(r'\bimport\s+haxe\.', text): + rv = max(rv, 0.2) + if re.search(r'\bStd\.', text): + rv = max(rv, 0.1) + if re.search(r'\btrace\s*\(', text): + rv = max(rv, 0.05) + return rv + + +class HxmlLexer(RegexLexer): + """ + Lexer for haXe build files. + """ + name = 'Hxml' + url = 'https://haxe.org/manual/compiler-usage-hxml.html' + aliases = ['haxeml', 'hxml'] + filenames = ['*.hxml'] + version_added = '1.6' + + tokens = { + 'root': [ + # Separator + (r'(--)(next)', bygroups(Punctuation, Generic.Heading)), + # Compiler switches with one dash + (r'(-)(prompt|debug|v)', bygroups(Punctuation, Keyword.Keyword)), + # Compilerswitches with two dashes + (r'(--)(neko-source|flash-strict|flash-use-stage|no-opt|no-traces|' + r'no-inline|times|no-output)', bygroups(Punctuation, Keyword)), + # Targets and other options that take an argument + (r'(-)(cpp|js|neko|x|as3|swf9?|swf-lib|php|xml|main|lib|D|resource|' + r'cp|cmd)( +)(.+)', + bygroups(Punctuation, Keyword, Whitespace, String)), + # Options that take only numerical arguments + (r'(-)(swf-version)( +)(\d+)', + bygroups(Punctuation, Keyword, Whitespace, Number.Integer)), + # An Option that defines the size, the fps and the background + # color of an flash movie + (r'(-)(swf-header)( +)(\d+)(:)(\d+)(:)(\d+)(:)([A-Fa-f0-9]{6})', + bygroups(Punctuation, Keyword, Whitespace, Number.Integer, + Punctuation, Number.Integer, Punctuation, Number.Integer, + Punctuation, Number.Hex)), + # options with two dashes that takes arguments + (r'(--)(js-namespace|php-front|php-lib|remap|gen-hx-classes)( +)' + r'(.+)', bygroups(Punctuation, Keyword, Whitespace, String)), + # Single line comment, multiline ones are not allowed. + (r'#.*', Comment.Single) + ] + } diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/json5.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/json5.py new file mode 100644 index 0000000000000000000000000000000000000000..265c58305dedd8495190a2a16e9acb4a4ca432b7 --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/json5.py @@ -0,0 +1,83 @@ +""" + pygments.lexers.json5 + ~~~~~~~~~~~~~~~~~~~~~ + + Lexer for Json5 file format. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +from pygments.lexer import include, RegexLexer, words +from pygments.token import Comment, Keyword, Name, Number, Punctuation, \ + String, Whitespace + +__all__ = ['Json5Lexer'] + + +def string_rules(quote_mark): + return [ + (rf"[^{quote_mark}\\]+", String), + (r"\\.", String.Escape), + (r"\\", Punctuation), + (quote_mark, String, '#pop'), + ] + + +def quoted_field_name(quote_mark): + return [ + (rf'([^{quote_mark}\\]|\\.)*{quote_mark}', + Name.Variable, ('#pop', 'object_value')) + ] + + +class Json5Lexer(RegexLexer): + """Lexer for JSON5 data structures.""" + + name = 'JSON5' + aliases = ['json5'] + filenames = ['*.json5'] + url = "https://json5.org" + version_added = '2.19' + tokens = { + '_comments': [ + (r'(//|#).*\n', Comment.Single), + (r'/\*\*([^/]|/(?!\*))*\*/', String.Doc), + (r'/\*([^/]|/(?!\*))*\*/', Comment), + ], + 'root': [ + include('_comments'), + (r"'", String, 'singlestring'), + (r'"', String, 'doublestring'), + (r'[+-]?0[xX][0-9a-fA-F]+', Number.Hex), + (r'[+-.]?[0-9]+[.]?[0-9]?([eE][-]?[0-9]+)?', Number.Float), + (r'\{', Punctuation, 'object'), + (r'\[', Punctuation, 'array'), + (words(['false', 'Infinity', '+Infinity', '-Infinity', 'NaN', + 'null', 'true',], suffix=r'\b'), Keyword), + (r'\s+', Whitespace), + (r':', Punctuation), + ], + 'singlestring': string_rules("'"), + 'doublestring': string_rules('"'), + 'array': [ + (r',', Punctuation), + (r'\]', Punctuation, '#pop'), + include('root'), + ], + 'object': [ + (r'\s+', Whitespace), + (r'\}', Punctuation, '#pop'), + (r'\b([^:]+)', Name.Variable, 'object_value'), + (r'"', Name.Variable, 'double_field_name'), + (r"'", Name.Variable, 'single_field_name'), + include('_comments'), + ], + 'double_field_name': quoted_field_name('"'), + 'single_field_name': quoted_field_name("'"), + 'object_value': [ + (r',', Punctuation, '#pop'), + (r'\}', Punctuation, '#pop:2'), + include('root'), + ], + } diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/ooc.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/ooc.py new file mode 100644 index 0000000000000000000000000000000000000000..f6aea8c830689523903c913699927004208652bb --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/ooc.py @@ -0,0 +1,84 @@ +""" + pygments.lexers.ooc + ~~~~~~~~~~~~~~~~~~~ + + Lexers for the Ooc language. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +from pygments.lexer import RegexLexer, bygroups, words +from pygments.token import Text, Comment, Operator, Keyword, Name, String, \ + Number, Punctuation + +__all__ = ['OocLexer'] + + +class OocLexer(RegexLexer): + """ + For Ooc source code + """ + name = 'Ooc' + url = 'https://ooc-lang.github.io/' + aliases = ['ooc'] + filenames = ['*.ooc'] + mimetypes = ['text/x-ooc'] + version_added = '1.2' + + tokens = { + 'root': [ + (words(( + 'class', 'interface', 'implement', 'abstract', 'extends', 'from', + 'this', 'super', 'new', 'const', 'final', 'static', 'import', + 'use', 'extern', 'inline', 'proto', 'break', 'continue', + 'fallthrough', 'operator', 'if', 'else', 'for', 'while', 'do', + 'switch', 'case', 'as', 'in', 'version', 'return', 'true', + 'false', 'null'), prefix=r'\b', suffix=r'\b'), + Keyword), + (r'include\b', Keyword, 'include'), + (r'(cover)([ \t]+)(from)([ \t]+)(\w+[*@]?)', + bygroups(Keyword, Text, Keyword, Text, Name.Class)), + (r'(func)((?:[ \t]|\\\n)+)(~[a-z_]\w*)', + bygroups(Keyword, Text, Name.Function)), + (r'\bfunc\b', Keyword), + # Note: %= not listed on https://ooc-lang.github.io/docs/lang/operators/ + (r'//.*', Comment), + (r'(?s)/\*.*?\*/', Comment.Multiline), + (r'(==?|\+=?|-[=>]?|\*=?|/=?|:=|!=?|%=?|\?|>{1,3}=?|<{1,3}=?|\.\.|' + r'&&?|\|\|?|\^=?)', Operator), + (r'(\.)([ \t]*)([a-z]\w*)', bygroups(Operator, Text, + Name.Function)), + (r'[A-Z][A-Z0-9_]+', Name.Constant), + (r'[A-Z]\w*([@*]|\[[ \t]*\])?', Name.Class), + + (r'([a-z]\w*(?:~[a-z]\w*)?)((?:[ \t]|\\\n)*)(?=\()', + bygroups(Name.Function, Text)), + (r'[a-z]\w*', Name.Variable), + + # : introduces types + (r'[:(){}\[\];,]', Punctuation), + + (r'0x[0-9a-fA-F]+', Number.Hex), + (r'0c[0-9]+', Number.Oct), + (r'0b[01]+', Number.Bin), + (r'[0-9_]\.[0-9_]*(?!\.)', Number.Float), + (r'[0-9_]+', Number.Decimal), + + (r'"(?:\\.|\\[0-7]{1,3}|\\x[a-fA-F0-9]{1,2}|[^\\"])*"', + String.Double), + (r"'(?:\\.|\\[0-9]{1,3}|\\x[a-fA-F0-9]{1,2}|[^\\\'\n])'", + String.Char), + (r'@', Punctuation), # pointer dereference + (r'\.', Punctuation), # imports or chain operator + + (r'\\[ \t\n]', Text), + (r'[ \t]+', Text), + ], + 'include': [ + (r'[\w/]+', Name), + (r',', Punctuation), + (r'[ \t]', Text), + (r'[;\n]', Text, '#pop'), + ], + } diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/r.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/r.py new file mode 100644 index 0000000000000000000000000000000000000000..7dcc148a9cb52683e928a307444dd5bfd311a45f --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/r.py @@ -0,0 +1,196 @@ +""" + pygments.lexers.r + ~~~~~~~~~~~~~~~~~ + + Lexers for the R/S languages. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +import re + +from pygments.lexer import Lexer, RegexLexer, include, do_insertions +from pygments.token import Text, Comment, Operator, Keyword, Name, String, \ + Number, Punctuation, Generic, Whitespace + +__all__ = ['RConsoleLexer', 'SLexer', 'RdLexer'] + + +line_re = re.compile('.*?\n') + + +class RConsoleLexer(Lexer): + """ + For R console transcripts or R CMD BATCH output files. + """ + + name = 'RConsole' + aliases = ['rconsole', 'rout'] + filenames = ['*.Rout'] + url = 'https://www.r-project.org' + version_added = '' + _example = "rconsole/r-console-transcript.Rout" + + def get_tokens_unprocessed(self, text): + slexer = SLexer(**self.options) + + current_code_block = '' + insertions = [] + + for match in line_re.finditer(text): + line = match.group() + if line.startswith('>') or line.startswith('+'): + # Colorize the prompt as such, + # then put rest of line into current_code_block + insertions.append((len(current_code_block), + [(0, Generic.Prompt, line[:2])])) + current_code_block += line[2:] + else: + # We have reached a non-prompt line! + # If we have stored prompt lines, need to process them first. + if current_code_block: + # Weave together the prompts and highlight code. + yield from do_insertions( + insertions, slexer.get_tokens_unprocessed(current_code_block)) + # Reset vars for next code block. + current_code_block = '' + insertions = [] + # Now process the actual line itself, this is output from R. + yield match.start(), Generic.Output, line + + # If we happen to end on a code block with nothing after it, need to + # process the last code block. This is neither elegant nor DRY so + # should be changed. + if current_code_block: + yield from do_insertions( + insertions, slexer.get_tokens_unprocessed(current_code_block)) + + +class SLexer(RegexLexer): + """ + For S, S-plus, and R source code. + """ + + name = 'S' + aliases = ['splus', 's', 'r'] + filenames = ['*.S', '*.R', '.Rhistory', '.Rprofile', '.Renviron'] + mimetypes = ['text/S-plus', 'text/S', 'text/x-r-source', 'text/x-r', + 'text/x-R', 'text/x-r-history', 'text/x-r-profile'] + url = 'https://www.r-project.org' + version_added = '0.10' + + valid_name = r'`[^`\\]*(?:\\.[^`\\]*)*`|(?:[a-zA-Z]|\.[A-Za-z_.])[\w.]*|\.' + tokens = { + 'comments': [ + (r'#.*$', Comment.Single), + ], + 'valid_name': [ + (valid_name, Name), + ], + 'function_name': [ + (rf'({valid_name})\s*(?=\()', Name.Function), + ], + 'punctuation': [ + (r'\[{1,2}|\]{1,2}|\(|\)|;|,', Punctuation), + ], + 'keywords': [ + (r'(if|else|for|while|repeat|in|next|break|return|switch|function)' + r'(?![\w.])', + Keyword.Reserved), + ], + 'operators': [ + (r'<>?|-|==|<=|>=|\|>|<|>|&&?|!=|\|\|?|\?', Operator), + (r'\*|\+|\^|/|!|%[^%]*%|=|~|\$|@|:{1,3}', Operator), + ], + 'builtin_symbols': [ + (r'(NULL|NA(_(integer|real|complex|character)_)?|' + r'letters|LETTERS|Inf|TRUE|FALSE|NaN|pi|\.\.(\.|[0-9]+))' + r'(?![\w.])', + Keyword.Constant), + (r'(T|F)\b', Name.Builtin.Pseudo), + ], + 'numbers': [ + # hex number + (r'0[xX][a-fA-F0-9]+([pP][0-9]+)?[Li]?', Number.Hex), + # decimal number + (r'[+-]?([0-9]+(\.[0-9]+)?|\.[0-9]+|\.)([eE][+-]?[0-9]+)?[Li]?', + Number), + ], + 'statements': [ + include('comments'), + # whitespaces + (r'\s+', Whitespace), + (r'\'', String, 'string_squote'), + (r'\"', String, 'string_dquote'), + include('builtin_symbols'), + include('keywords'), + include('function_name'), + include('valid_name'), + include('numbers'), + include('punctuation'), + include('operators'), + ], + 'root': [ + # calls: + include('statements'), + # blocks: + (r'\{|\}', Punctuation), + # (r'\{', Punctuation, 'block'), + (r'.', Text), + ], + # 'block': [ + # include('statements'), + # ('\{', Punctuation, '#push'), + # ('\}', Punctuation, '#pop') + # ], + 'string_squote': [ + (r'([^\'\\]|\\.)*\'', String, '#pop'), + ], + 'string_dquote': [ + (r'([^"\\]|\\.)*"', String, '#pop'), + ], + } + + def analyse_text(text): + if re.search(r'[a-z0-9_\])\s]<-(?!-)', text): + return 0.11 + + +class RdLexer(RegexLexer): + """ + Pygments Lexer for R documentation (Rd) files + + This is a very minimal implementation, highlighting little more + than the macros. A description of Rd syntax is found in `Writing R + Extensions `_ + and `Parsing Rd files `_. + """ + name = 'Rd' + aliases = ['rd'] + filenames = ['*.Rd'] + mimetypes = ['text/x-r-doc'] + url = 'http://cran.r-project.org/doc/manuals/R-exts.html' + version_added = '1.6' + + # To account for verbatim / LaTeX-like / and R-like areas + # would require parsing. + tokens = { + 'root': [ + # catch escaped brackets and percent sign + (r'\\[\\{}%]', String.Escape), + # comments + (r'%.*$', Comment), + # special macros with no arguments + (r'\\(?:cr|l?dots|R|tab)\b', Keyword.Constant), + # macros + (r'\\[a-zA-Z]+\b', Keyword), + # special preprocessor macros + (r'^\s*#(?:ifn?def|endif).*\b', Comment.Preproc), + # non-escaped brackets + (r'[{}]', Name.Builtin), + # everything else + (r'[^\\%\n{}]+', Text), + (r'.', Text), + ] + } diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/scdoc.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/scdoc.py new file mode 100644 index 0000000000000000000000000000000000000000..9b2e01da1f8443a0f7ddf8952531fb94f1e35e2e --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/scdoc.py @@ -0,0 +1,85 @@ +""" + pygments.lexers.scdoc + ~~~~~~~~~~~~~~~~~~~~~ + + Lexer for scdoc, a simple man page generator. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +import re + +from pygments.lexer import RegexLexer, include, bygroups, using, this +from pygments.token import Text, Comment, Keyword, String, Generic + +__all__ = ['ScdocLexer'] + + +class ScdocLexer(RegexLexer): + """ + `scdoc` is a simple man page generator for POSIX systems written in C99. + """ + name = 'scdoc' + url = 'https://git.sr.ht/~sircmpwn/scdoc' + aliases = ['scdoc', 'scd'] + filenames = ['*.scd', '*.scdoc'] + version_added = '2.5' + flags = re.MULTILINE + + tokens = { + 'root': [ + # comment + (r'^(;.+\n)', bygroups(Comment)), + + # heading with pound prefix + (r'^(#)([^#].+\n)', bygroups(Generic.Heading, Text)), + (r'^(#{2})(.+\n)', bygroups(Generic.Subheading, Text)), + # bulleted lists + (r'^(\s*)([*-])(\s)(.+\n)', + bygroups(Text, Keyword, Text, using(this, state='inline'))), + # numbered lists + (r'^(\s*)(\.+\.)( .+\n)', + bygroups(Text, Keyword, using(this, state='inline'))), + # quote + (r'^(\s*>\s)(.+\n)', bygroups(Keyword, Generic.Emph)), + # text block + (r'^(```\n)([\w\W]*?)(^```$)', bygroups(String, Text, String)), + + include('inline'), + ], + 'inline': [ + # escape + (r'\\.', Text), + # underlines + (r'(\s)(_[^_]+_)(\W|\n)', bygroups(Text, Generic.Emph, Text)), + # bold + (r'(\s)(\*[^*]+\*)(\W|\n)', bygroups(Text, Generic.Strong, Text)), + # inline code + (r'`[^`]+`', String.Backtick), + + # general text, must come last! + (r'[^\\\s]+', Text), + (r'.', Text), + ], + } + + def analyse_text(text): + """We checks for bold and underline text with * and _. Also + every scdoc file must start with a strictly defined first line.""" + result = 0 + + if '*' in text: + result += 0.01 + + if '_' in text: + result += 0.01 + + # name(section) ["left_footer" ["center_header"]] + first_line = text.partition('\n')[0] + scdoc_preamble_pattern = r'^.*\([1-7]\)( "[^"]+"){0,2}$' + + if re.search(scdoc_preamble_pattern, first_line): + result += 0.5 + + return result diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/teraterm.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/teraterm.py new file mode 100644 index 0000000000000000000000000000000000000000..1670c9ae071b01d0ddda5b8414b8fe44f17a3fce --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/teraterm.py @@ -0,0 +1,335 @@ +""" + pygments.lexers.teraterm + ~~~~~~~~~~~~~~~~~~~~~~~~ + + Lexer for Tera Term macro files. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +import re + +from pygments.lexer import RegexLexer, include, bygroups +from pygments.token import Text, Comment, Operator, Name, String, \ + Number, Keyword, Error + +__all__ = ['TeraTermLexer'] + + +class TeraTermLexer(RegexLexer): + """ + For Tera Term macro source code. + """ + name = 'Tera Term macro' + url = 'https://ttssh2.osdn.jp/' + aliases = ['teratermmacro', 'teraterm', 'ttl'] + filenames = ['*.ttl'] + mimetypes = ['text/x-teratermmacro'] + version_added = '2.4' + + tokens = { + 'root': [ + include('comments'), + include('labels'), + include('commands'), + include('builtin-variables'), + include('user-variables'), + include('operators'), + include('numeric-literals'), + include('string-literals'), + include('all-whitespace'), + (r'\S', Text), + ], + 'comments': [ + (r';[^\r\n]*', Comment.Single), + (r'/\*', Comment.Multiline, 'in-comment'), + ], + 'in-comment': [ + (r'\*/', Comment.Multiline, '#pop'), + (r'[^*/]+', Comment.Multiline), + (r'[*/]', Comment.Multiline) + ], + 'labels': [ + (r'(?i)^(\s*)(:[a-z0-9_]+)', bygroups(Text.Whitespace, Name.Label)), + ], + 'commands': [ + ( + r'(?i)\b(' + r'basename|' + r'beep|' + r'bplusrecv|' + r'bplussend|' + r'break|' + r'bringupbox|' + # 'call' is handled separately. + r'callmenu|' + r'changedir|' + r'checksum16|' + r'checksum16file|' + r'checksum32|' + r'checksum32file|' + r'checksum8|' + r'checksum8file|' + r'clearscreen|' + r'clipb2var|' + r'closesbox|' + r'closett|' + r'code2str|' + r'connect|' + r'continue|' + r'crc16|' + r'crc16file|' + r'crc32|' + r'crc32file|' + r'cygconnect|' + r'delpassword|' + r'delpassword2|' + r'dirname|' + r'dirnamebox|' + r'disconnect|' + r'dispstr|' + r'do|' + r'else|' + r'elseif|' + r'enablekeyb|' + r'end|' + r'endif|' + r'enduntil|' + r'endwhile|' + r'exec|' + r'execcmnd|' + r'exit|' + r'expandenv|' + r'fileclose|' + r'fileconcat|' + r'filecopy|' + r'filecreate|' + r'filedelete|' + r'filelock|' + r'filemarkptr|' + r'filenamebox|' + r'fileopen|' + r'fileread|' + r'filereadln|' + r'filerename|' + r'filesearch|' + r'fileseek|' + r'fileseekback|' + r'filestat|' + r'filestrseek|' + r'filestrseek2|' + r'filetruncate|' + r'fileunlock|' + r'filewrite|' + r'filewriteln|' + r'findclose|' + r'findfirst|' + r'findnext|' + r'flushrecv|' + r'foldercreate|' + r'folderdelete|' + r'foldersearch|' + r'for|' + r'getdate|' + r'getdir|' + r'getenv|' + r'getfileattr|' + r'gethostname|' + r'getipv4addr|' + r'getipv6addr|' + r'getmodemstatus|' + r'getpassword|' + r'getpassword2|' + r'getspecialfolder|' + r'gettime|' + r'gettitle|' + r'getttdir|' + r'getttpos|' + r'getver|' + # 'goto' is handled separately. + r'if|' + r'ifdefined|' + r'include|' + r'inputbox|' + r'int2str|' + r'intdim|' + r'ispassword|' + r'ispassword2|' + r'kmtfinish|' + r'kmtget|' + r'kmtrecv|' + r'kmtsend|' + r'listbox|' + r'loadkeymap|' + r'logautoclosemode|' + r'logclose|' + r'loginfo|' + r'logopen|' + r'logpause|' + r'logrotate|' + r'logstart|' + r'logwrite|' + r'loop|' + r'makepath|' + r'messagebox|' + r'mpause|' + r'next|' + r'passwordbox|' + r'pause|' + r'quickvanrecv|' + r'quickvansend|' + r'random|' + r'recvfile' + r'recvln|' + r'regexoption|' + r'restoresetup|' + r'return|' + r'rotateleft|' + r'rotateright|' + r'scprecv|' + r'scpsend|' + r'send|' + r'sendbinary|' + r'sendbreak|' + r'sendbroadcast|' + r'sendfile|' + r'sendkcode|' + r'sendln|' + r'sendlnbroadcast|' + r'sendlnmulticast|' + r'sendmulticast|' + r'sendtext|' + r'setbaud|' + r'setdate|' + r'setdebug|' + r'setdir|' + r'setdlgpos|' + r'setdtr|' + r'setecho|' + r'setenv|' + r'setexitcode|' + r'setfileattr|' + r'setflowctrl|' + r'setmulticastname|' + r'setpassword|' + r'setpassword2|' + r'setrts|' + r'setserialdelaychar' + r'setserialdelayline' + r'setspeed|' + r'setsync|' + r'settime|' + r'settitle|' + r'show|' + r'showtt|' + r'sprintf|' + r'sprintf2|' + r'statusbox|' + r'str2code|' + r'str2int|' + r'strcompare|' + r'strconcat|' + r'strcopy|' + r'strdim|' + r'strinsert|' + r'strjoin|' + r'strlen|' + r'strmatch|' + r'strremove|' + r'strreplace|' + r'strscan|' + r'strspecial|' + r'strsplit|' + r'strtrim|' + r'testlink|' + r'then|' + r'tolower|' + r'toupper|' + r'unlink|' + r'until|' + r'uptime|' + r'var2clipb|' + r'wait|' + r'wait4all|' + r'waitevent|' + r'waitln|' + r'waitn|' + r'waitrecv|' + r'waitregex|' + r'while|' + r'xmodemrecv|' + r'xmodemsend|' + r'yesnobox|' + r'ymodemrecv|' + r'ymodemsend|' + r'zmodemrecv|' + r'zmodemsend' + r')\b', + Keyword, + ), + (r'(?i)(call|goto)([ \t]+)([a-z0-9_]+)', + bygroups(Keyword, Text.Whitespace, Name.Label)), + ], + 'builtin-variables': [ + ( + r'(?i)(' + r'groupmatchstr1|' + r'groupmatchstr2|' + r'groupmatchstr3|' + r'groupmatchstr4|' + r'groupmatchstr5|' + r'groupmatchstr6|' + r'groupmatchstr7|' + r'groupmatchstr8|' + r'groupmatchstr9|' + r'inputstr|' + r'matchstr|' + r'mtimeout|' + r'param1|' + r'param2|' + r'param3|' + r'param4|' + r'param5|' + r'param6|' + r'param7|' + r'param8|' + r'param9|' + r'paramcnt|' + r'params|' + r'result|' + r'timeout' + r')\b', + Name.Builtin + ), + ], + 'user-variables': [ + (r'(?i)[a-z_][a-z0-9_]*', Name.Variable), + ], + 'numeric-literals': [ + (r'(-?)([0-9]+)', bygroups(Operator, Number.Integer)), + (r'(?i)\$[0-9a-f]+', Number.Hex), + ], + 'string-literals': [ + (r'(?i)#(?:[0-9]+|\$[0-9a-f]+)', String.Char), + (r"'[^'\n]*'", String.Single), + (r'"[^"\n]*"', String.Double), + # Opening quotes without a closing quote on the same line are errors. + (r"('[^']*)(\n)", bygroups(Error, Text.Whitespace)), + (r'("[^"]*)(\n)', bygroups(Error, Text.Whitespace)), + ], + 'operators': [ + (r'and|not|or|xor', Operator.Word), + (r'[!%&*+<=>^~\|\/-]+', Operator), + (r'[()]', String.Symbol), + ], + 'all-whitespace': [ + (r'\s+', Text.Whitespace), + ], + } + + # Turtle and Tera Term macro files share the same file extension + # but each has a recognizable and distinct syntax. + def analyse_text(text): + if re.search(TeraTermLexer.tokens['commands'][0][0], text): + return 0.01 diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/tnt.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/tnt.py new file mode 100644 index 0000000000000000000000000000000000000000..45232df6247336f9df5f6a408f892c30cb2cd763 --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/tnt.py @@ -0,0 +1,270 @@ +""" + pygments.lexers.tnt + ~~~~~~~~~~~~~~~~~~~ + + Lexer for Typographic Number Theory. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +import re + +from pygments.lexer import Lexer +from pygments.token import Text, Comment, Operator, Keyword, Name, Number, \ + Punctuation, Error + +__all__ = ['TNTLexer'] + + +class TNTLexer(Lexer): + """ + Lexer for Typographic Number Theory, as described in the book + Gödel, Escher, Bach, by Douglas R. Hofstadter + """ + + name = 'Typographic Number Theory' + url = 'https://github.com/Kenny2github/language-tnt' + aliases = ['tnt'] + filenames = ['*.tnt'] + version_added = '2.7' + + cur = [] + + LOGIC = set('⊃→]&∧^|∨Vv') + OPERATORS = set('+.⋅*') + VARIABLES = set('abcde') + PRIMES = set("'′") + NEGATORS = set('~!') + QUANTIFIERS = set('AE∀∃') + NUMBERS = set('0123456789') + WHITESPACE = set('\t \v\n') + + RULES = re.compile('''(?xi) + joining | separation | double-tilde | fantasy\\ rule + | carry[- ]over(?:\\ of)?(?:\\ line)?\\ ([0-9]+) | detachment + | contrapositive | De\\ Morgan | switcheroo + | specification | generalization | interchange + | existence | symmetry | transitivity + | add\\ S | drop\\ S | induction + | axiom\\ ([1-5]) | premise | push | pop + ''') + LINENOS = re.compile(r'(?:[0-9]+)(?:(?:, ?|,? and )(?:[0-9]+))*') + COMMENT = re.compile(r'\[[^\n\]]+\]') + + def __init__(self, *args, **kwargs): + Lexer.__init__(self, *args, **kwargs) + self.cur = [] + + def whitespace(self, start, text, required=False): + """Tokenize whitespace.""" + end = start + try: + while text[end] in self.WHITESPACE: + end += 1 + except IndexError: + end = len(text) + if required and end == start: + raise AssertionError + if end != start: + self.cur.append((start, Text, text[start:end])) + return end + + def variable(self, start, text): + """Tokenize a variable.""" + if text[start] not in self.VARIABLES: + raise AssertionError + end = start+1 + while text[end] in self.PRIMES: + end += 1 + self.cur.append((start, Name.Variable, text[start:end])) + return end + + def term(self, start, text): + """Tokenize a term.""" + if text[start] == 'S': # S...S(...) or S...0 + end = start+1 + while text[end] == 'S': + end += 1 + self.cur.append((start, Number.Integer, text[start:end])) + return self.term(end, text) + if text[start] == '0': # the singleton 0 + self.cur.append((start, Number.Integer, text[start])) + return start+1 + if text[start] in self.VARIABLES: # a''... + return self.variable(start, text) + if text[start] == '(': # (...+...) + self.cur.append((start, Punctuation, text[start])) + start = self.term(start+1, text) + if text[start] not in self.OPERATORS: + raise AssertionError + self.cur.append((start, Operator, text[start])) + start = self.term(start+1, text) + if text[start] != ')': + raise AssertionError + self.cur.append((start, Punctuation, text[start])) + return start+1 + raise AssertionError # no matches + + def formula(self, start, text): + """Tokenize a formula.""" + if text[start] in self.NEGATORS: # ~<...> + end = start+1 + while text[end] in self.NEGATORS: + end += 1 + self.cur.append((start, Operator, text[start:end])) + return self.formula(end, text) + if text[start] in self.QUANTIFIERS: # Aa:<...> + self.cur.append((start, Keyword.Declaration, text[start])) + start = self.variable(start+1, text) + if text[start] != ':': + raise AssertionError + self.cur.append((start, Punctuation, text[start])) + return self.formula(start+1, text) + if text[start] == '<': # <...&...> + self.cur.append((start, Punctuation, text[start])) + start = self.formula(start+1, text) + if text[start] not in self.LOGIC: + raise AssertionError + self.cur.append((start, Operator, text[start])) + start = self.formula(start+1, text) + if text[start] != '>': + raise AssertionError + self.cur.append((start, Punctuation, text[start])) + return start+1 + # ...=... + start = self.term(start, text) + if text[start] != '=': + raise AssertionError + self.cur.append((start, Operator, text[start])) + start = self.term(start+1, text) + return start + + def rule(self, start, text): + """Tokenize a rule.""" + match = self.RULES.match(text, start) + if match is None: + raise AssertionError + groups = sorted(match.regs[1:]) # exclude whole match + for group in groups: + if group[0] >= 0: # this group matched + self.cur.append((start, Keyword, text[start:group[0]])) + self.cur.append((group[0], Number.Integer, + text[group[0]:group[1]])) + if group[1] != match.end(): + self.cur.append((group[1], Keyword, + text[group[1]:match.end()])) + break + else: + self.cur.append((start, Keyword, text[start:match.end()])) + return match.end() + + def lineno(self, start, text): + """Tokenize a line referral.""" + end = start + while text[end] not in self.NUMBERS: + end += 1 + self.cur.append((start, Punctuation, text[start])) + self.cur.append((start+1, Text, text[start+1:end])) + start = end + match = self.LINENOS.match(text, start) + if match is None: + raise AssertionError + if text[match.end()] != ')': + raise AssertionError + self.cur.append((match.start(), Number.Integer, match.group(0))) + self.cur.append((match.end(), Punctuation, text[match.end()])) + return match.end() + 1 + + def error_till_line_end(self, start, text): + """Mark everything from ``start`` to the end of the line as Error.""" + end = start + try: + while text[end] != '\n': # there's whitespace in rules + end += 1 + except IndexError: + end = len(text) + if end != start: + self.cur.append((start, Error, text[start:end])) + end = self.whitespace(end, text) + return end + + def get_tokens_unprocessed(self, text): + """Returns a list of TNT tokens.""" + self.cur = [] + start = end = self.whitespace(0, text) + while start <= end < len(text): + try: + # try line number + while text[end] in self.NUMBERS: + end += 1 + if end != start: # actual number present + self.cur.append((start, Number.Integer, text[start:end])) + # whitespace is required after a line number + orig = len(self.cur) + try: + start = end = self.whitespace(end, text, True) + except AssertionError: + del self.cur[orig:] + start = end = self.error_till_line_end(end, text) + continue + # at this point it could be a comment + match = self.COMMENT.match(text, start) + if match is not None: + self.cur.append((start, Comment, text[start:match.end()])) + start = end = match.end() + # anything after the closing bracket is invalid + start = end = self.error_till_line_end(start, text) + # do not attempt to process the rest + continue + del match + if text[start] in '[]': # fantasy push or pop + self.cur.append((start, Keyword, text[start])) + start += 1 + end += 1 + else: + # one formula, possibly containing subformulae + orig = len(self.cur) + try: + start = end = self.formula(start, text) + except (AssertionError, RecursionError): # not well-formed + del self.cur[orig:] + while text[end] not in self.WHITESPACE: + end += 1 + self.cur.append((start, Error, text[start:end])) + start = end + # skip whitespace after formula + orig = len(self.cur) + try: + start = end = self.whitespace(end, text, True) + except AssertionError: + del self.cur[orig:] + start = end = self.error_till_line_end(start, text) + continue + # rule proving this formula a theorem + orig = len(self.cur) + try: + start = end = self.rule(start, text) + except AssertionError: + del self.cur[orig:] + start = end = self.error_till_line_end(start, text) + continue + # skip whitespace after rule + start = end = self.whitespace(end, text) + # line marker + if text[start] == '(': + orig = len(self.cur) + try: + start = end = self.lineno(start, text) + except AssertionError: + del self.cur[orig:] + start = end = self.error_till_line_end(start, text) + continue + start = end = self.whitespace(start, text) + except IndexError: + try: + del self.cur[orig:] + except NameError: + pass # if orig was never defined, fine + self.error_till_line_end(start, text) + return self.cur diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/urbi.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/urbi.py new file mode 100644 index 0000000000000000000000000000000000000000..0de9626ad5ec6600dc09ae68d25142265653ace3 --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/urbi.py @@ -0,0 +1,145 @@ +""" + pygments.lexers.urbi + ~~~~~~~~~~~~~~~~~~~~ + + Lexers for UrbiScript language. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +import re + +from pygments.lexer import ExtendedRegexLexer, words +from pygments.token import Text, Comment, Operator, Keyword, Name, String, \ + Number, Punctuation + +__all__ = ['UrbiscriptLexer'] + + +class UrbiscriptLexer(ExtendedRegexLexer): + """ + For UrbiScript source code. + """ + + name = 'UrbiScript' + aliases = ['urbiscript'] + filenames = ['*.u'] + mimetypes = ['application/x-urbiscript'] + url = 'https://github.com/urbiforge/urbi' + version_added = '1.5' + + flags = re.DOTALL + + # TODO + # - handle Experimental and deprecated tags with specific tokens + # - handle Angles and Durations with specific tokens + + def blob_callback(lexer, match, ctx): + text_before_blob = match.group(1) + blob_start = match.group(2) + blob_size_str = match.group(3) + blob_size = int(blob_size_str) + yield match.start(), String, text_before_blob + ctx.pos += len(text_before_blob) + + # if blob size doesn't match blob format (example : "\B(2)(aaa)") + # yield blob as a string + if ctx.text[match.end() + blob_size] != ")": + result = "\\B(" + blob_size_str + ")(" + yield match.start(), String, result + ctx.pos += len(result) + return + + # if blob is well formatted, yield as Escape + blob_text = blob_start + ctx.text[match.end():match.end()+blob_size] + ")" + yield match.start(), String.Escape, blob_text + ctx.pos = match.end() + blob_size + 1 # +1 is the ending ")" + + tokens = { + 'root': [ + (r'\s+', Text), + # comments + (r'//.*?\n', Comment), + (r'/\*', Comment.Multiline, 'comment'), + (r'(every|for|loop|while)(?:;|&|\||,)', Keyword), + (words(( + 'assert', 'at', 'break', 'case', 'catch', 'closure', 'compl', + 'continue', 'default', 'else', 'enum', 'every', 'external', + 'finally', 'for', 'freezeif', 'if', 'new', 'onleave', 'return', + 'stopif', 'switch', 'this', 'throw', 'timeout', 'try', + 'waituntil', 'whenever', 'while'), suffix=r'\b'), + Keyword), + (words(( + 'asm', 'auto', 'bool', 'char', 'const_cast', 'delete', 'double', + 'dynamic_cast', 'explicit', 'export', 'extern', 'float', 'friend', + 'goto', 'inline', 'int', 'long', 'mutable', 'namespace', 'register', + 'reinterpret_cast', 'short', 'signed', 'sizeof', 'static_cast', + 'struct', 'template', 'typedef', 'typeid', 'typename', 'union', + 'unsigned', 'using', 'virtual', 'volatile', 'wchar_t'), suffix=r'\b'), + Keyword.Reserved), + # deprecated keywords, use a meaningful token when available + (r'(emit|foreach|internal|loopn|static)\b', Keyword), + # ignored keywords, use a meaningful token when available + (r'(private|protected|public)\b', Keyword), + (r'(var|do|const|function|class)\b', Keyword.Declaration), + (r'(true|false|nil|void)\b', Keyword.Constant), + (words(( + 'Barrier', 'Binary', 'Boolean', 'CallMessage', 'Channel', 'Code', + 'Comparable', 'Container', 'Control', 'Date', 'Dictionary', 'Directory', + 'Duration', 'Enumeration', 'Event', 'Exception', 'Executable', 'File', + 'Finalizable', 'Float', 'FormatInfo', 'Formatter', 'Global', 'Group', + 'Hash', 'InputStream', 'IoService', 'Job', 'Kernel', 'Lazy', 'List', + 'Loadable', 'Lobby', 'Location', 'Logger', 'Math', 'Mutex', 'nil', + 'Object', 'Orderable', 'OutputStream', 'Pair', 'Path', 'Pattern', + 'Position', 'Primitive', 'Process', 'Profile', 'PseudoLazy', 'PubSub', + 'RangeIterable', 'Regexp', 'Semaphore', 'Server', 'Singleton', 'Socket', + 'StackFrame', 'Stream', 'String', 'System', 'Tag', 'Timeout', + 'Traceable', 'TrajectoryGenerator', 'Triplet', 'Tuple', 'UObject', + 'UValue', 'UVar'), suffix=r'\b'), + Name.Builtin), + (r'(?:this)\b', Name.Builtin.Pseudo), + # don't match single | and & + (r'(?:[-=+*%/<>~^:]+|\.&?|\|\||&&)', Operator), + (r'(?:and_eq|and|bitand|bitor|in|not|not_eq|or_eq|or|xor_eq|xor)\b', + Operator.Word), + (r'[{}\[\]()]+', Punctuation), + (r'(?:;|\||,|&|\?|!)+', Punctuation), + (r'[$a-zA-Z_]\w*', Name.Other), + (r'0x[0-9a-fA-F]+', Number.Hex), + # Float, Integer, Angle and Duration + (r'(?:[0-9]+(?:(?:\.[0-9]+)?(?:[eE][+-]?[0-9]+)?)?' + r'((?:rad|deg|grad)|(?:ms|s|min|h|d))?)\b', Number.Float), + # handle binary blob in strings + (r'"', String.Double, "string.double"), + (r"'", String.Single, "string.single"), + ], + 'string.double': [ + (r'((?:\\\\|\\"|[^"])*?)(\\B\((\d+)\)\()', blob_callback), + (r'(\\\\|\\[^\\]|[^"\\])*?"', String.Double, '#pop'), + ], + 'string.single': [ + (r"((?:\\\\|\\'|[^'])*?)(\\B\((\d+)\)\()", blob_callback), + (r"(\\\\|\\[^\\]|[^'\\])*?'", String.Single, '#pop'), + ], + # from http://pygments.org/docs/lexerdevelopment/#changing-states + 'comment': [ + (r'[^*/]', Comment.Multiline), + (r'/\*', Comment.Multiline, '#push'), + (r'\*/', Comment.Multiline, '#pop'), + (r'[*/]', Comment.Multiline), + ] + } + + def analyse_text(text): + """This is fairly similar to C and others, but freezeif and + waituntil are unique keywords.""" + result = 0 + + if 'freezeif' in text: + result += 0.05 + + if 'waituntil' in text: + result += 0.05 + + return result diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/webmisc.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/webmisc.py new file mode 100644 index 0000000000000000000000000000000000000000..0923103f6eb27f441dd0ba3a26d5dd979dfd7fdc --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/pygments/lexers/webmisc.py @@ -0,0 +1,1006 @@ +""" + pygments.lexers.webmisc + ~~~~~~~~~~~~~~~~~~~~~~~ + + Lexers for misc. web stuff. + + :copyright: Copyright 2006-present by the Pygments team, see AUTHORS. + :license: BSD, see LICENSE for details. +""" + +import re + +from pygments.lexer import RegexLexer, ExtendedRegexLexer, include, bygroups, \ + default, using +from pygments.token import Text, Comment, Operator, Keyword, Name, String, \ + Number, Punctuation, Literal, Whitespace + +from pygments.lexers.css import _indentation, _starts_block +from pygments.lexers.html import HtmlLexer +from pygments.lexers.javascript import JavascriptLexer +from pygments.lexers.ruby import RubyLexer + +__all__ = ['DuelLexer', 'SlimLexer', 'XQueryLexer', 'QmlLexer', 'CirruLexer'] + + +class DuelLexer(RegexLexer): + """ + Lexer for Duel Views Engine (formerly JBST) markup with JavaScript code blocks. + """ + + name = 'Duel' + url = 'http://duelengine.org/' + aliases = ['duel', 'jbst', 'jsonml+bst'] + filenames = ['*.duel', '*.jbst'] + mimetypes = ['text/x-duel', 'text/x-jbst'] + version_added = '1.4' + + flags = re.DOTALL + + tokens = { + 'root': [ + (r'(<%[@=#!:]?)(.*?)(%>)', + bygroups(Name.Tag, using(JavascriptLexer), Name.Tag)), + (r'(<%\$)(.*?)(:)(.*?)(%>)', + bygroups(Name.Tag, Name.Function, Punctuation, String, Name.Tag)), + (r'(<%--)(.*?)(--%>)', + bygroups(Name.Tag, Comment.Multiline, Name.Tag)), + (r'()(.*?)()', + bygroups(using(HtmlLexer), + using(JavascriptLexer), using(HtmlLexer))), + (r'(.+?)(?=<)', using(HtmlLexer)), + (r'.+', using(HtmlLexer)), + ], + } + + +class XQueryLexer(ExtendedRegexLexer): + """ + An XQuery lexer, parsing a stream and outputting the tokens needed to + highlight xquery code. + """ + name = 'XQuery' + url = 'https://www.w3.org/XML/Query/' + aliases = ['xquery', 'xqy', 'xq', 'xql', 'xqm'] + filenames = ['*.xqy', '*.xquery', '*.xq', '*.xql', '*.xqm'] + mimetypes = ['text/xquery', 'application/xquery'] + version_added = '1.4' + + xquery_parse_state = [] + + # FIX UNICODE LATER + # ncnamestartchar = ( + # r"[A-Z]|_|[a-z]|[\u00C0-\u00D6]|[\u00D8-\u00F6]|[\u00F8-\u02FF]|" + # r"[\u0370-\u037D]|[\u037F-\u1FFF]|[\u200C-\u200D]|[\u2070-\u218F]|" + # r"[\u2C00-\u2FEF]|[\u3001-\uD7FF]|[\uF900-\uFDCF]|[\uFDF0-\uFFFD]|" + # r"[\u10000-\uEFFFF]" + # ) + ncnamestartchar = r"(?:[A-Z]|_|[a-z])" + # FIX UNICODE LATER + # ncnamechar = ncnamestartchar + (r"|-|\.|[0-9]|\u00B7|[\u0300-\u036F]|" + # r"[\u203F-\u2040]") + ncnamechar = r"(?:" + ncnamestartchar + r"|-|\.|[0-9])" + ncname = f"(?:{ncnamestartchar}+{ncnamechar}*)" + pitarget_namestartchar = r"(?:[A-KN-WYZ]|_|:|[a-kn-wyz])" + pitarget_namechar = r"(?:" + pitarget_namestartchar + r"|-|\.|[0-9])" + pitarget = f"{pitarget_namestartchar}+{pitarget_namechar}*" + prefixedname = f"{ncname}:{ncname}" + unprefixedname = ncname + qname = f"(?:{prefixedname}|{unprefixedname})" + + entityref = r'(?:&(?:lt|gt|amp|quot|apos|nbsp);)' + charref = r'(?:&#[0-9]+;|&#x[0-9a-fA-F]+;)' + + stringdouble = r'(?:"(?:' + entityref + r'|' + charref + r'|""|[^&"])*")' + stringsingle = r"(?:'(?:" + entityref + r"|" + charref + r"|''|[^&'])*')" + + # FIX UNICODE LATER + # elementcontentchar = (r'\t|\r|\n|[\u0020-\u0025]|[\u0028-\u003b]|' + # r'[\u003d-\u007a]|\u007c|[\u007e-\u007F]') + elementcontentchar = r'[A-Za-z]|\s|\d|[!"#$%()*+,\-./:;=?@\[\\\]^_\'`|~]' + # quotattrcontentchar = (r'\t|\r|\n|[\u0020-\u0021]|[\u0023-\u0025]|' + # r'[\u0027-\u003b]|[\u003d-\u007a]|\u007c|[\u007e-\u007F]') + quotattrcontentchar = r'[A-Za-z]|\s|\d|[!#$%()*+,\-./:;=?@\[\\\]^_\'`|~]' + # aposattrcontentchar = (r'\t|\r|\n|[\u0020-\u0025]|[\u0028-\u003b]|' + # r'[\u003d-\u007a]|\u007c|[\u007e-\u007F]') + aposattrcontentchar = r'[A-Za-z]|\s|\d|[!"#$%()*+,\-./:;=?@\[\\\]^_`|~]' + + # CHAR elements - fix the above elementcontentchar, quotattrcontentchar, + # aposattrcontentchar + # x9 | #xA | #xD | [#x20-#xD7FF] | [#xE000-#xFFFD] | [#x10000-#x10FFFF] + + flags = re.DOTALL | re.MULTILINE + + def punctuation_root_callback(lexer, match, ctx): + yield match.start(), Punctuation, match.group(1) + # transition to root always - don't pop off stack + ctx.stack = ['root'] + ctx.pos = match.end() + + def operator_root_callback(lexer, match, ctx): + yield match.start(), Operator, match.group(1) + # transition to root always - don't pop off stack + ctx.stack = ['root'] + ctx.pos = match.end() + + def popstate_tag_callback(lexer, match, ctx): + yield match.start(), Name.Tag, match.group(1) + if lexer.xquery_parse_state: + ctx.stack.append(lexer.xquery_parse_state.pop()) + ctx.pos = match.end() + + def popstate_xmlcomment_callback(lexer, match, ctx): + yield match.start(), String.Doc, match.group(1) + ctx.stack.append(lexer.xquery_parse_state.pop()) + ctx.pos = match.end() + + def popstate_kindtest_callback(lexer, match, ctx): + yield match.start(), Punctuation, match.group(1) + next_state = lexer.xquery_parse_state.pop() + if next_state == 'occurrenceindicator': + if re.match("[?*+]+", match.group(2)): + yield match.start(), Punctuation, match.group(2) + ctx.stack.append('operator') + ctx.pos = match.end() + else: + ctx.stack.append('operator') + ctx.pos = match.end(1) + else: + ctx.stack.append(next_state) + ctx.pos = match.end(1) + + def popstate_callback(lexer, match, ctx): + yield match.start(), Punctuation, match.group(1) + # if we have run out of our state stack, pop whatever is on the pygments + # state stack + if len(lexer.xquery_parse_state) == 0: + ctx.stack.pop() + if not ctx.stack: + # make sure we have at least the root state on invalid inputs + ctx.stack = ['root'] + elif len(ctx.stack) > 1: + ctx.stack.append(lexer.xquery_parse_state.pop()) + else: + # i don't know if i'll need this, but in case, default back to root + ctx.stack = ['root'] + ctx.pos = match.end() + + def pushstate_element_content_starttag_callback(lexer, match, ctx): + yield match.start(), Name.Tag, match.group(1) + lexer.xquery_parse_state.append('element_content') + ctx.stack.append('start_tag') + ctx.pos = match.end() + + def pushstate_cdata_section_callback(lexer, match, ctx): + yield match.start(), String.Doc, match.group(1) + ctx.stack.append('cdata_section') + lexer.xquery_parse_state.append(ctx.state.pop) + ctx.pos = match.end() + + def pushstate_starttag_callback(lexer, match, ctx): + yield match.start(), Name.Tag, match.group(1) + lexer.xquery_parse_state.append(ctx.state.pop) + ctx.stack.append('start_tag') + ctx.pos = match.end() + + def pushstate_operator_order_callback(lexer, match, ctx): + yield match.start(), Keyword, match.group(1) + yield match.start(), Whitespace, match.group(2) + yield match.start(), Punctuation, match.group(3) + ctx.stack = ['root'] + lexer.xquery_parse_state.append('operator') + ctx.pos = match.end() + + def pushstate_operator_map_callback(lexer, match, ctx): + yield match.start(), Keyword, match.group(1) + yield match.start(), Whitespace, match.group(2) + yield match.start(), Punctuation, match.group(3) + ctx.stack = ['root'] + lexer.xquery_parse_state.append('operator') + ctx.pos = match.end() + + def pushstate_operator_root_validate(lexer, match, ctx): + yield match.start(), Keyword, match.group(1) + yield match.start(), Whitespace, match.group(2) + yield match.start(), Punctuation, match.group(3) + ctx.stack = ['root'] + lexer.xquery_parse_state.append('operator') + ctx.pos = match.end() + + def pushstate_operator_root_validate_withmode(lexer, match, ctx): + yield match.start(), Keyword, match.group(1) + yield match.start(), Whitespace, match.group(2) + yield match.start(), Keyword, match.group(3) + ctx.stack = ['root'] + lexer.xquery_parse_state.append('operator') + ctx.pos = match.end() + + def pushstate_operator_processing_instruction_callback(lexer, match, ctx): + yield match.start(), String.Doc, match.group(1) + ctx.stack.append('processing_instruction') + lexer.xquery_parse_state.append('operator') + ctx.pos = match.end() + + def pushstate_element_content_processing_instruction_callback(lexer, match, ctx): + yield match.start(), String.Doc, match.group(1) + ctx.stack.append('processing_instruction') + lexer.xquery_parse_state.append('element_content') + ctx.pos = match.end() + + def pushstate_element_content_cdata_section_callback(lexer, match, ctx): + yield match.start(), String.Doc, match.group(1) + ctx.stack.append('cdata_section') + lexer.xquery_parse_state.append('element_content') + ctx.pos = match.end() + + def pushstate_operator_cdata_section_callback(lexer, match, ctx): + yield match.start(), String.Doc, match.group(1) + ctx.stack.append('cdata_section') + lexer.xquery_parse_state.append('operator') + ctx.pos = match.end() + + def pushstate_element_content_xmlcomment_callback(lexer, match, ctx): + yield match.start(), String.Doc, match.group(1) + ctx.stack.append('xml_comment') + lexer.xquery_parse_state.append('element_content') + ctx.pos = match.end() + + def pushstate_operator_xmlcomment_callback(lexer, match, ctx): + yield match.start(), String.Doc, match.group(1) + ctx.stack.append('xml_comment') + lexer.xquery_parse_state.append('operator') + ctx.pos = match.end() + + def pushstate_kindtest_callback(lexer, match, ctx): + yield match.start(), Keyword, match.group(1) + yield match.start(), Whitespace, match.group(2) + yield match.start(), Punctuation, match.group(3) + lexer.xquery_parse_state.append('kindtest') + ctx.stack.append('kindtest') + ctx.pos = match.end() + + def pushstate_operator_kindtestforpi_callback(lexer, match, ctx): + yield match.start(), Keyword, match.group(1) + yield match.start(), Whitespace, match.group(2) + yield match.start(), Punctuation, match.group(3) + lexer.xquery_parse_state.append('operator') + ctx.stack.append('kindtestforpi') + ctx.pos = match.end() + + def pushstate_operator_kindtest_callback(lexer, match, ctx): + yield match.start(), Keyword, match.group(1) + yield match.start(), Whitespace, match.group(2) + yield match.start(), Punctuation, match.group(3) + lexer.xquery_parse_state.append('operator') + ctx.stack.append('kindtest') + ctx.pos = match.end() + + def pushstate_occurrenceindicator_kindtest_callback(lexer, match, ctx): + yield match.start(), Name.Tag, match.group(1) + yield match.start(), Whitespace, match.group(2) + yield match.start(), Punctuation, match.group(3) + lexer.xquery_parse_state.append('occurrenceindicator') + ctx.stack.append('kindtest') + ctx.pos = match.end() + + def pushstate_operator_starttag_callback(lexer, match, ctx): + yield match.start(), Name.Tag, match.group(1) + lexer.xquery_parse_state.append('operator') + ctx.stack.append('start_tag') + ctx.pos = match.end() + + def pushstate_operator_root_callback(lexer, match, ctx): + yield match.start(), Punctuation, match.group(1) + lexer.xquery_parse_state.append('operator') + ctx.stack = ['root'] + ctx.pos = match.end() + + def pushstate_operator_root_construct_callback(lexer, match, ctx): + yield match.start(), Keyword, match.group(1) + yield match.start(), Whitespace, match.group(2) + yield match.start(), Punctuation, match.group(3) + lexer.xquery_parse_state.append('operator') + ctx.stack = ['root'] + ctx.pos = match.end() + + def pushstate_root_callback(lexer, match, ctx): + yield match.start(), Punctuation, match.group(1) + cur_state = ctx.stack.pop() + lexer.xquery_parse_state.append(cur_state) + ctx.stack = ['root'] + ctx.pos = match.end() + + def pushstate_operator_attribute_callback(lexer, match, ctx): + yield match.start(), Name.Attribute, match.group(1) + ctx.stack.append('operator') + ctx.pos = match.end() + + tokens = { + 'comment': [ + # xquery comments + (r'[^:()]+', Comment), + (r'\(:', Comment, '#push'), + (r':\)', Comment, '#pop'), + (r'[:()]', Comment), + ], + 'whitespace': [ + (r'\s+', Whitespace), + ], + 'operator': [ + include('whitespace'), + (r'(\})', popstate_callback), + (r'\(:', Comment, 'comment'), + + (r'(\{)', pushstate_root_callback), + (r'then|else|external|at|div|except', Keyword, 'root'), + (r'order by', Keyword, 'root'), + (r'group by', Keyword, 'root'), + (r'is|mod|order\s+by|stable\s+order\s+by', Keyword, 'root'), + (r'and|or', Operator.Word, 'root'), + (r'(eq|ge|gt|le|lt|ne|idiv|intersect|in)(?=\b)', + Operator.Word, 'root'), + (r'return|satisfies|to|union|where|count|preserve\s+strip', + Keyword, 'root'), + (r'(>=|>>|>|<=|<<|<|-|\*|!=|\+|\|\||\||:=|=|!)', + operator_root_callback), + (r'(::|:|;|\[|//|/|,)', + punctuation_root_callback), + (r'(castable|cast)(\s+)(as)\b', + bygroups(Keyword, Whitespace, Keyword), 'singletype'), + (r'(instance)(\s+)(of)\b', + bygroups(Keyword, Whitespace, Keyword), 'itemtype'), + (r'(treat)(\s+)(as)\b', + bygroups(Keyword, Whitespace, Keyword), 'itemtype'), + (r'(case)(\s+)(' + stringdouble + ')', + bygroups(Keyword, Whitespace, String.Double), 'itemtype'), + (r'(case)(\s+)(' + stringsingle + ')', + bygroups(Keyword, Whitespace, String.Single), 'itemtype'), + (r'(case|as)\b', Keyword, 'itemtype'), + (r'(\))(\s*)(as)', + bygroups(Punctuation, Whitespace, Keyword), 'itemtype'), + (r'\$', Name.Variable, 'varname'), + (r'(for|let|previous|next)(\s+)(\$)', + bygroups(Keyword, Whitespace, Name.Variable), 'varname'), + (r'(for)(\s+)(tumbling|sliding)(\s+)(window)(\s+)(\$)', + bygroups(Keyword, Whitespace, Keyword, Whitespace, Keyword, + Whitespace, Name.Variable), + 'varname'), + # (r'\)|\?|\]', Punctuation, '#push'), + (r'\)|\?|\]', Punctuation), + (r'(empty)(\s+)(greatest|least)', + bygroups(Keyword, Whitespace, Keyword)), + (r'ascending|descending|default', Keyword, '#push'), + (r'(allowing)(\s+)(empty)', + bygroups(Keyword, Whitespace, Keyword)), + (r'external', Keyword), + (r'(start|when|end)', Keyword, 'root'), + (r'(only)(\s+)(end)', bygroups(Keyword, Whitespace, Keyword), + 'root'), + (r'collation', Keyword, 'uritooperator'), + + # eXist specific XQUF + (r'(into|following|preceding|with)', Keyword, 'root'), + + # support for current context on rhs of Simple Map Operator + (r'\.', Operator), + + # finally catch all string literals and stay in operator state + (stringdouble, String.Double), + (stringsingle, String.Single), + + (r'(catch)(\s*)', bygroups(Keyword, Whitespace), 'root'), + ], + 'uritooperator': [ + (stringdouble, String.Double, '#pop'), + (stringsingle, String.Single, '#pop'), + ], + 'namespacedecl': [ + include('whitespace'), + (r'\(:', Comment, 'comment'), + (r'(at)(\s+)('+stringdouble+')', + bygroups(Keyword, Whitespace, String.Double)), + (r"(at)(\s+)("+stringsingle+')', + bygroups(Keyword, Whitespace, String.Single)), + (stringdouble, String.Double), + (stringsingle, String.Single), + (r',', Punctuation), + (r'=', Operator), + (r';', Punctuation, 'root'), + (ncname, Name.Namespace), + ], + 'namespacekeyword': [ + include('whitespace'), + (r'\(:', Comment, 'comment'), + (stringdouble, String.Double, 'namespacedecl'), + (stringsingle, String.Single, 'namespacedecl'), + (r'inherit|no-inherit', Keyword, 'root'), + (r'namespace', Keyword, 'namespacedecl'), + (r'(default)(\s+)(element)', bygroups(Keyword, Text, Keyword)), + (r'preserve|no-preserve', Keyword), + (r',', Punctuation), + ], + 'annotationname': [ + (r'\(:', Comment, 'comment'), + (qname, Name.Decorator), + (r'(\()(' + stringdouble + ')', bygroups(Punctuation, String.Double)), + (r'(\()(' + stringsingle + ')', bygroups(Punctuation, String.Single)), + (r'(\,)(\s+)(' + stringdouble + ')', + bygroups(Punctuation, Text, String.Double)), + (r'(\,)(\s+)(' + stringsingle + ')', + bygroups(Punctuation, Text, String.Single)), + (r'\)', Punctuation), + (r'(\s+)(\%)', bygroups(Text, Name.Decorator), 'annotationname'), + (r'(\s+)(variable)(\s+)(\$)', + bygroups(Text, Keyword.Declaration, Text, Name.Variable), 'varname'), + (r'(\s+)(function)(\s+)', + bygroups(Text, Keyword.Declaration, Text), 'root') + ], + 'varname': [ + (r'\(:', Comment, 'comment'), + (r'(' + qname + r')(\()?', bygroups(Name, Punctuation), 'operator'), + ], + 'singletype': [ + include('whitespace'), + (r'\(:', Comment, 'comment'), + (ncname + r'(:\*)', Name.Variable, 'operator'), + (qname, Name.Variable, 'operator'), + ], + 'itemtype': [ + include('whitespace'), + (r'\(:', Comment, 'comment'), + (r'\$', Name.Variable, 'varname'), + (r'(void)(\s*)(\()(\s*)(\))', + bygroups(Keyword, Text, Punctuation, Text, Punctuation), 'operator'), + (r'(element|attribute|schema-element|schema-attribute|comment|text|' + r'node|binary|document-node|empty-sequence)(\s*)(\()', + pushstate_occurrenceindicator_kindtest_callback), + # Marklogic specific type? + (r'(processing-instruction)(\s*)(\()', + bygroups(Keyword, Text, Punctuation), + ('occurrenceindicator', 'kindtestforpi')), + (r'(item)(\s*)(\()(\s*)(\))(?=[*+?])', + bygroups(Keyword, Text, Punctuation, Text, Punctuation), + 'occurrenceindicator'), + (r'(\(\#)(\s*)', bygroups(Punctuation, Text), 'pragma'), + (r';', Punctuation, '#pop'), + (r'then|else', Keyword, '#pop'), + (r'(at)(\s+)(' + stringdouble + ')', + bygroups(Keyword, Text, String.Double), 'namespacedecl'), + (r'(at)(\s+)(' + stringsingle + ')', + bygroups(Keyword, Text, String.Single), 'namespacedecl'), + (r'except|intersect|in|is|return|satisfies|to|union|where|count', + Keyword, 'root'), + (r'and|div|eq|ge|gt|le|lt|ne|idiv|mod|or', Operator.Word, 'root'), + (r':=|=|,|>=|>>|>|\[|\(|<=|<<|<|-|!=|\|\||\|', Operator, 'root'), + (r'external|at', Keyword, 'root'), + (r'(stable)(\s+)(order)(\s+)(by)', + bygroups(Keyword, Text, Keyword, Text, Keyword), 'root'), + (r'(castable|cast)(\s+)(as)', + bygroups(Keyword, Text, Keyword), 'singletype'), + (r'(treat)(\s+)(as)', bygroups(Keyword, Text, Keyword)), + (r'(instance)(\s+)(of)', bygroups(Keyword, Text, Keyword)), + (r'(case)(\s+)(' + stringdouble + ')', + bygroups(Keyword, Text, String.Double), 'itemtype'), + (r'(case)(\s+)(' + stringsingle + ')', + bygroups(Keyword, Text, String.Single), 'itemtype'), + (r'case|as', Keyword, 'itemtype'), + (r'(\))(\s*)(as)', bygroups(Operator, Text, Keyword), 'itemtype'), + (ncname + r':\*', Keyword.Type, 'operator'), + (r'(function|map|array)(\()', bygroups(Keyword.Type, Punctuation)), + (qname, Keyword.Type, 'occurrenceindicator'), + ], + 'kindtest': [ + (r'\(:', Comment, 'comment'), + (r'\{', Punctuation, 'root'), + (r'(\))([*+?]?)', popstate_kindtest_callback), + (r'\*', Name, 'closekindtest'), + (qname, Name, 'closekindtest'), + (r'(element|schema-element)(\s*)(\()', pushstate_kindtest_callback), + ], + 'kindtestforpi': [ + (r'\(:', Comment, 'comment'), + (r'\)', Punctuation, '#pop'), + (ncname, Name.Variable), + (stringdouble, String.Double), + (stringsingle, String.Single), + ], + 'closekindtest': [ + (r'\(:', Comment, 'comment'), + (r'(\))', popstate_callback), + (r',', Punctuation), + (r'(\{)', pushstate_operator_root_callback), + (r'\?', Punctuation), + ], + 'xml_comment': [ + (r'(-->)', popstate_xmlcomment_callback), + (r'[^-]{1,2}', Literal), + (r'\t|\r|\n|[\u0020-\uD7FF]|[\uE000-\uFFFD]|[\U00010000-\U0010FFFF]', + Literal), + ], + 'processing_instruction': [ + (r'\s+', Text, 'processing_instruction_content'), + (r'\?>', String.Doc, '#pop'), + (pitarget, Name), + ], + 'processing_instruction_content': [ + (r'\?>', String.Doc, '#pop'), + (r'\t|\r|\n|[\u0020-\uD7FF]|[\uE000-\uFFFD]|[\U00010000-\U0010FFFF]', + Literal), + ], + 'cdata_section': [ + (r']]>', String.Doc, '#pop'), + (r'\t|\r|\n|[\u0020-\uD7FF]|[\uE000-\uFFFD]|[\U00010000-\U0010FFFF]', + Literal), + ], + 'start_tag': [ + include('whitespace'), + (r'(/>)', popstate_tag_callback), + (r'>', Name.Tag, 'element_content'), + (r'"', Punctuation, 'quot_attribute_content'), + (r"'", Punctuation, 'apos_attribute_content'), + (r'=', Operator), + (qname, Name.Tag), + ], + 'quot_attribute_content': [ + (r'"', Punctuation, 'start_tag'), + (r'(\{)', pushstate_root_callback), + (r'""', Name.Attribute), + (quotattrcontentchar, Name.Attribute), + (entityref, Name.Attribute), + (charref, Name.Attribute), + (r'\{\{|\}\}', Name.Attribute), + ], + 'apos_attribute_content': [ + (r"'", Punctuation, 'start_tag'), + (r'\{', Punctuation, 'root'), + (r"''", Name.Attribute), + (aposattrcontentchar, Name.Attribute), + (entityref, Name.Attribute), + (charref, Name.Attribute), + (r'\{\{|\}\}', Name.Attribute), + ], + 'element_content': [ + (r')', popstate_tag_callback), + (qname, Name.Tag), + ], + 'xmlspace_decl': [ + include('whitespace'), + (r'\(:', Comment, 'comment'), + (r'preserve|strip', Keyword, '#pop'), + ], + 'declareordering': [ + (r'\(:', Comment, 'comment'), + include('whitespace'), + (r'ordered|unordered', Keyword, '#pop'), + ], + 'xqueryversion': [ + include('whitespace'), + (r'\(:', Comment, 'comment'), + (stringdouble, String.Double), + (stringsingle, String.Single), + (r'encoding', Keyword), + (r';', Punctuation, '#pop'), + ], + 'pragma': [ + (qname, Name.Variable, 'pragmacontents'), + ], + 'pragmacontents': [ + (r'#\)', Punctuation, 'operator'), + (r'\t|\r|\n|[\u0020-\uD7FF]|[\uE000-\uFFFD]|[\U00010000-\U0010FFFF]', + Literal), + (r'(\s+)', Whitespace), + ], + 'occurrenceindicator': [ + include('whitespace'), + (r'\(:', Comment, 'comment'), + (r'\*|\?|\+', Operator, 'operator'), + (r':=', Operator, 'root'), + default('operator'), + ], + 'option': [ + include('whitespace'), + (qname, Name.Variable, '#pop'), + ], + 'qname_braren': [ + include('whitespace'), + (r'(\{)', pushstate_operator_root_callback), + (r'(\()', Punctuation, 'root'), + ], + 'element_qname': [ + (qname, Name.Variable, 'root'), + ], + 'attribute_qname': [ + (qname, Name.Variable, 'root'), + ], + 'root': [ + include('whitespace'), + (r'\(:', Comment, 'comment'), + + # handle operator state + # order on numbers matters - handle most complex first + (r'\d+(\.\d*)?[eE][+-]?\d+', Number.Float, 'operator'), + (r'(\.\d+)[eE][+-]?\d+', Number.Float, 'operator'), + (r'(\.\d+|\d+\.\d*)', Number.Float, 'operator'), + (r'(\d+)', Number.Integer, 'operator'), + (r'(\.\.|\.|\))', Punctuation, 'operator'), + (r'(declare)(\s+)(construction)', + bygroups(Keyword.Declaration, Text, Keyword.Declaration), 'operator'), + (r'(declare)(\s+)(default)(\s+)(order)', + bygroups(Keyword.Declaration, Text, Keyword.Declaration, Text, Keyword.Declaration), 'operator'), + (r'(declare)(\s+)(context)(\s+)(item)', + bygroups(Keyword.Declaration, Text, Keyword.Declaration, Text, Keyword.Declaration), 'operator'), + (ncname + r':\*', Name, 'operator'), + (r'\*:'+ncname, Name.Tag, 'operator'), + (r'\*', Name.Tag, 'operator'), + (stringdouble, String.Double, 'operator'), + (stringsingle, String.Single, 'operator'), + + (r'(\}|\])', popstate_callback), + + # NAMESPACE DECL + (r'(declare)(\s+)(default)(\s+)(collation)', + bygroups(Keyword.Declaration, Whitespace, Keyword.Declaration, + Whitespace, Keyword.Declaration)), + (r'(module|declare)(\s+)(namespace)', + bygroups(Keyword.Declaration, Whitespace, Keyword.Declaration), + 'namespacedecl'), + (r'(declare)(\s+)(base-uri)', + bygroups(Keyword.Declaration, Whitespace, Keyword.Declaration), + 'namespacedecl'), + + # NAMESPACE KEYWORD + (r'(declare)(\s+)(default)(\s+)(element|function)', + bygroups(Keyword.Declaration, Whitespace, Keyword.Declaration, + Whitespace, Keyword.Declaration), + 'namespacekeyword'), + (r'(import)(\s+)(schema|module)', + bygroups(Keyword.Pseudo, Whitespace, Keyword.Pseudo), + 'namespacekeyword'), + (r'(declare)(\s+)(copy-namespaces)', + bygroups(Keyword.Declaration, Whitespace, Keyword.Declaration), + 'namespacekeyword'), + + # VARNAMEs + (r'(for|let|some|every)(\s+)(\$)', + bygroups(Keyword, Whitespace, Name.Variable), 'varname'), + (r'(for)(\s+)(tumbling|sliding)(\s+)(window)(\s+)(\$)', + bygroups(Keyword, Whitespace, Keyword, Whitespace, Keyword, + Whitespace, Name.Variable), + 'varname'), + (r'\$', Name.Variable, 'varname'), + (r'(declare)(\s+)(variable)(\s+)(\$)', + bygroups(Keyword.Declaration, Whitespace, Keyword.Declaration, + Whitespace, Name.Variable), + 'varname'), + + # ANNOTATED GLOBAL VARIABLES AND FUNCTIONS + (r'(declare)(\s+)(\%)', bygroups(Keyword.Declaration, Whitespace, + Name.Decorator), + 'annotationname'), + + # ITEMTYPE + (r'(\))(\s+)(as)', bygroups(Operator, Whitespace, Keyword), + 'itemtype'), + + (r'(element|attribute|schema-element|schema-attribute|comment|' + r'text|node|document-node|empty-sequence)(\s+)(\()', + pushstate_operator_kindtest_callback), + + (r'(processing-instruction)(\s+)(\()', + pushstate_operator_kindtestforpi_callback), + + (r'(