主干部分fp16,最敏感psnr=25.21,可以考虑对主干部分太敏感的部分回退fp32
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@@ -1,10 +1,10 @@
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2026-02-11 11:59:27.241485: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
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2026-02-11 11:59:27.291755: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
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2026-02-11 11:59:27.291807: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
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2026-02-11 11:59:27.293169: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
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2026-02-11 11:59:27.300838: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
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2026-02-11 15:03:49.644187: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
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2026-02-11 15:03:49.694117: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
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2026-02-11 15:03:49.694162: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
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2026-02-11 15:03:49.695456: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
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2026-02-11 15:03:49.702946: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
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To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
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2026-02-11 11:59:28.228009: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
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2026-02-11 15:03:50.638334: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
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Global seed set to 123
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>>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ...
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>>> Prepared model loaded.
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@@ -31,7 +31,7 @@ DEBUG:h5py._conv:Creating converter from 3 to 5
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DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13
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DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9
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DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096
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0%| | 0/11 [00:00<?, ?it/s]
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9%|▉ | 1/11 [00:34<05:41, 34.19s/it]>>> Step 0: generating actions ...
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>>> Step 0: interacting with world model ...
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@@ -84,7 +84,7 @@ DEBUG:PIL.Image:Importing WmfImagePlugin
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DEBUG:PIL.Image:Importing WebPImagePlugin
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DEBUG:PIL.Image:Importing WmfImagePlugin
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DEBUG:PIL.Image:Importing XbmImagePlugin
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DEBUG:PIL.Image:Importing XpmImagePlugin
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DEBUG:PIL.Image:Importing XpmImagePlugin
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DEBUG:PIL.Image:Importing XVThumbImagePlugin
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18%|█▊ | 2/11 [01:08<05:08, 34.26s/it]
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@@ -115,6 +115,6 @@ DEBUG:PIL.Image:Importing XVThumbImagePlugin
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>>> Step 6: generating actions ...
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>>> Step 6: interacting with world model ...
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>>>>>>>>>>>>>>>>>>>>>>>>
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>>> Step 7: generating actions ...
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>>> Step 7: interacting with world model ...
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>>>>>>>>>>>>>>>>>>>>>>>>
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>>> Step 7: generating actions ...
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>>> Step 7: interacting with world model ...
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>>>>>>>>>>>>>>>>>>>>>>>>
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