Instructions to use dzungpham/graphcodebert-code-classification with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use dzungpham/graphcodebert-code-classification with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("dzungpham/graphcodebert-code-classification", dtype="auto") - Notebooks
- Google Colab
- Kaggle
File size: 80,840 Bytes
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,{"stream_name":"stderr","time":6.93477418,"data":"0.00s - make the debugger miss breakpoints. Please pass -Xfrozen_modules=off\n"}
,{"stream_name":"stderr","time":6.93478288,"data":"0.00s - to python to disable frozen modules.\n"}
,{"stream_name":"stderr","time":6.934787409,"data":"0.00s - Note: Debugging will proceed. Set PYDEVD_DISABLE_FILE_VALIDATION=1 to disable this validation.\n"}
,{"stream_name":"stderr","time":7.564948339,"data":"0.00s - Debugger warning: It seems that frozen modules are being used, which may\n"}
,{"stream_name":"stderr","time":7.565021886,"data":"0.00s - make the debugger miss breakpoints. Please pass -Xfrozen_modules=off\n"}
,{"stream_name":"stderr","time":7.565029956,"data":"0.00s - to python to disable frozen modules.\n"}
,{"stream_name":"stderr","time":7.565034449,"data":"0.00s - Note: Debugging will proceed. Set PYDEVD_DISABLE_FILE_VALIDATION=1 to disable this validation.\n"}
,{"stream_name":"stdout","time":9.064594643,"data":"\u001b[2mUsing Python 3.12.12 environment at: /usr\u001b[0m\r\n"}
,{"stream_name":"stdout","time":9.36997085,"data":"\u001b[37m⠋\u001b[0m \u001b[2mResolving dependencies... \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mResolving dependencies... \u001b[0m\r\u001b[2K\u001b[37m⠋\u001b[0m \u001b[2mResolving dependencies... \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mResolving dependencies... \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mpip==26.0.1 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2m \u001b[0m\r\u001b[2K\u001b[2mResolved \u001b[1m1 package\u001b[0m \u001b[2min 193ms\u001b[0m\u001b[0m\r\n"}
,{"stream_name":"stdout","time":9.370014731,"data":"\u001b[37m⠋\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/0) \r\u001b[2K\u001b[37m⠋\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1) \r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1) \r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.370024369,"data":"\u001b[2mpip \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 0 B/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
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,{"stream_name":"stdout","time":9.370041545,"data":"\u001b[2mpip \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 48.00 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.370070574,"data":"\u001b[2mpip \u001b[0m \u001b[32m-\u001b[30m\u001b[2m-----------------------------\u001b[0m\u001b[0m 60.49 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
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,{"stream_name":"stdout","time":9.370081126,"data":"\u001b[2mpip \u001b[0m \u001b[32m-\u001b[30m\u001b[2m-----------------------------\u001b[0m\u001b[0m 92.49 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.370086014,"data":"\u001b[2mpip \u001b[0m \u001b[32m-\u001b[30m\u001b[2m-----------------------------\u001b[0m\u001b[0m 108.49 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.420437835,"data":"\u001b[2mpip \u001b[0m \u001b[32m--\u001b[30m\u001b[2m----------------------------\u001b[0m\u001b[0m 124.49 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.420476405,"data":"\u001b[2mpip \u001b[0m \u001b[32m--\u001b[30m\u001b[2m----------------------------\u001b[0m\u001b[0m 140.49 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.420483687,"data":"\u001b[2mpip \u001b[0m \u001b[32m--\u001b[30m\u001b[2m----------------------------\u001b[0m\u001b[0m 156.49 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.420488965,"data":"\u001b[2mpip \u001b[0m \u001b[32m--\u001b[30m\u001b[2m----------------------------\u001b[0m\u001b[0m 172.49 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.420494795,"data":"\u001b[2mpip \u001b[0m \u001b[32m---\u001b[30m\u001b[2m---------------------------\u001b[0m\u001b[0m 188.49 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.420499343,"data":"\u001b[2mpip \u001b[0m \u001b[32m---\u001b[30m\u001b[2m---------------------------\u001b[0m\u001b[0m 204.49 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.420503452,"data":"\u001b[2mpip \u001b[0m \u001b[32m---\u001b[30m\u001b[2m---------------------------\u001b[0m\u001b[0m 220.49 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.420507875,"data":"\u001b[2mpip \u001b[0m \u001b[32m----\u001b[30m\u001b[2m--------------------------\u001b[0m\u001b[0m 236.49 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.420512194,"data":"\u001b[2mpip \u001b[0m \u001b[32m----\u001b[30m\u001b[2m--------------------------\u001b[0m\u001b[0m 252.49 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.471352073,"data":"\u001b[2mpip \u001b[0m \u001b[32m----\u001b[30m\u001b[2m--------------------------\u001b[0m\u001b[0m 268.49 KiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1)\r\n"}
,{"stream_name":"stdout","time":9.522502958,"data":"\u001b[2mpip \u001b[0m \u001b[32m---------------------\u001b[30m\u001b[2m---------\u001b[0m\u001b[0m 1.24 MiB/1.70 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/1) \r\u001b[2K\u001b[2mPrepared \u001b[1m1 package\u001b[0m \u001b[2min 146ms\u001b[0m\u001b[0m\r\n"}
,{"stream_name":"stdout","time":9.621699951,"data":"\u001b[2mUninstalled \u001b[1m1 package\u001b[0m \u001b[2min 118ms\u001b[0m\u001b[0m\r\n"}
,{"stream_name":"stdout","time":9.621738457,"data":"░░░░░░░░░░░░░░░░░░░░ [0/0] \u001b[2mInstalling wheels... \u001b[0m\r\u001b[2K░░░░░░░░░░░░░░░░░░░░ [0/1] \u001b[2mInstalling wheels... \u001b[0m\r\u001b[2K░░░░░░░░░░░░░░░░░░░░ [0/1] \u001b[2mpip==26.0.1 \u001b[0m\r\u001b[2K████████████████████ [1/1] \u001b[2mpip==26.0.1 \u001b[0m\r\u001b[2K\u001b[2mInstalled \u001b[1m1 package\u001b[0m \u001b[2min 19ms\u001b[0m\u001b[0m\r\n"}
,{"stream_name":"stdout","time":9.62175176,"data":" \u001b[31m-\u001b[39m \u001b[1mpip\u001b[0m\u001b[2m==24.1.2\u001b[0m\r\n"}
,{"stream_name":"stdout","time":9.621755164,"data":" \u001b[32m+\u001b[39m \u001b[1mpip\u001b[0m\u001b[2m==26.0.1\u001b[0m\r\n"}
,{"stream_name":"stdout","time":9.883503858,"data":"\u001b[2mUsing Python 3.12.12 environment at: /usr\u001b[0m\r\n"}
,{"stream_name":"stdout","time":9.95107307,"data":"\u001b[2mAudited \u001b[1m3 packages\u001b[0m \u001b[2min 206ms\u001b[0m\u001b[0m\r\n"}
,{"stream_name":"stdout","time":10.212319219,"data":"\u001b[2mUsing Python 3.12.12 environment at: /usr\u001b[0m\r\n"}
,{"stream_name":"stdout","time":10.567629065,"data":"\u001b[2mUninstalled \u001b[1m2 packages\u001b[0m \u001b[2min 495ms\u001b[0m\u001b[0m\r\n"}
,{"stream_name":"stdout","time":10.567688807,"data":" \u001b[31m-\u001b[39m \u001b[1mpandas\u001b[0m\u001b[2m==2.3.3\u001b[0m\r\n"}
,{"stream_name":"stdout","time":10.5676969,"data":" \u001b[31m-\u001b[39m \u001b[1mtorchvision\u001b[0m\u001b[2m==0.25.0+cu128\u001b[0m\r\n"}
,{"stream_name":"stdout","time":14.321278121,"data":"\u001b[2mUsing Python 3.12.12 environment at: /usr\u001b[0m\r\n"}
,{"stream_name":"stdout","time":14.331177011,"data":"\u001b[2mAudited \u001b[1m2 packages\u001b[0m \u001b[2min 151ms\u001b[0m\u001b[0m\r\n"}
,{"stream_name":"stdout","time":14.59154696,"data":"\u001b[2mUsing Python 3.12.12 environment at: /usr\u001b[0m\r\n"}
,{"stream_name":"stdout","time":14.744366572,"data":"\u001b[37m⠋\u001b[0m \u001b[2mResolving dependencies... \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mResolving dependencies... \u001b[0m\r\u001b[2K\u001b[37m⠋\u001b[0m \u001b[2mResolving dependencies... \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mResolving dependencies... \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mbitsandbytes==0.49.2 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2maccelerate==1.13.0 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mhf-transfer==0.1.9 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mtorch==2.10.0+cu128 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mcuda-bindings==12.9.4 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mcuda-bindings==12.9.4 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-cuda-nvrtc-cu12==12.8.93 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-cuda-nvrtc-cu12==12.8.93 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-cuda-runtime-cu12==12.8.90 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-cuda-runtime-cu12==12.8.90 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-cuda-cupti-cu12==12.8.90 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-cuda-cupti-cu12==12.8.90 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-cudnn-cu12==9.10.2.21 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-cudnn-cu12==9.10.2.21 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-cublas-cu12==12.8.4.1 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-cublas-cu12==12.8.4.1 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-cufft-cu12==11.3.3.83 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-cufft-cu12==11.3.3.83 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-curand-cu12==10.3.9.90 \u001b[0m\r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mnvidia-curand-cu12==10.3.9.90 \u001b[0m\r\u001b[2K\u001b[2mResolved \u001b[1m44 packages\u001b[0m \u001b[2min 145ms\u001b[0m\u001b[0m\r\n"}
,{"stream_name":"stdout","time":14.744449589,"data":"\u001b[37m⠋\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/0) \r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/0) \r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3) \r\u001b[2K\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.744458505,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 0 B/374.75 KiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796469306,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m-\u001b[30m\u001b[2m-----------------------------\u001b[0m\u001b[0m 16.00 KiB/374.75 KiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.79650495,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m--\u001b[30m\u001b[2m----------------------------\u001b[0m\u001b[0m 32.00 KiB/374.75 KiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796520342,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m---\u001b[30m\u001b[2m---------------------------\u001b[0m\u001b[0m 48.00 KiB/374.75 KiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796525757,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m-----\u001b[30m\u001b[2m-------------------------\u001b[0m\u001b[0m 64.00 KiB/374.75 KiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796530738,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m------\u001b[30m\u001b[2m------------------------\u001b[0m\u001b[0m 80.00 KiB/374.75 KiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796535724,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m-------\u001b[30m\u001b[2m-----------------------\u001b[0m\u001b[0m 96.00 KiB/374.75 KiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796540629,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m--------\u001b[30m\u001b[2m----------------------\u001b[0m\u001b[0m 112.00 KiB/374.75 KiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796545599,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m----------\u001b[30m\u001b[2m--------------------\u001b[0m\u001b[0m 128.00 KiB/374.75 KiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796550469,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m----------\u001b[30m\u001b[2m--------------------\u001b[0m\u001b[0m 128.00 KiB/374.75 KiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796555465,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m----------\u001b[30m\u001b[2m--------------------\u001b[0m\u001b[0m 128.00 KiB/374.75 KiB\r\n"}
,{"stream_name":"stdout","time":14.796559844,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 0 B/57.84 MiB \u001b[2A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[2A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796565133,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m----------\u001b[30m\u001b[2m--------------------\u001b[0m\u001b[0m 128.00 KiB/374.75 KiB\r\n"}
,{"stream_name":"stdout","time":14.79657062,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 14.91 KiB/57.84 MiB \u001b[2A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[2A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796575829,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m----------\u001b[30m\u001b[2m--------------------\u001b[0m\u001b[0m 128.00 KiB/374.75 KiB\r\n"}
,{"stream_name":"stdout","time":14.796580013,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 14.91 KiB/57.84 MiB \u001b[2A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[2A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796588992,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m----------\u001b[30m\u001b[2m--------------------\u001b[0m\u001b[0m 128.00 KiB/374.75 KiB\r\n"}
,{"stream_name":"stdout","time":14.796593858,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 14.91 KiB/57.84 MiB \u001b[2A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[2A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796599062,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m----------\u001b[30m\u001b[2m--------------------\u001b[0m\u001b[0m 128.00 KiB/374.75 KiB\r\n"}
,{"stream_name":"stdout","time":14.796603362,"data":"\u001b[2mhf-transfer \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 0 B/3.39 MiB\r\n"}
,{"stream_name":"stdout","time":14.796607582,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 14.91 KiB/57.84 MiB \u001b[3A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[3A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796612824,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m-----------\u001b[30m\u001b[2m-------------------\u001b[0m\u001b[0m 144.00 KiB/374.75 KiB\r\n"}
,{"stream_name":"stdout","time":14.796617041,"data":"\u001b[2mhf-transfer \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 0 B/3.39 MiB\r\n"}
,{"stream_name":"stdout","time":14.796621255,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 14.91 KiB/57.84 MiB \u001b[3A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[3A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796626309,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m------------\u001b[30m\u001b[2m------------------\u001b[0m\u001b[0m 160.00 KiB/374.75 KiB\r\n"}
,{"stream_name":"stdout","time":14.796630563,"data":"\u001b[2mhf-transfer \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 0 B/3.39 MiB\r\n"}
,{"stream_name":"stdout","time":14.796634805,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 14.91 KiB/57.84 MiB \u001b[3A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[3A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796643965,"data":"\u001b[2maccelerate \u001b[0m \u001b[32m----------------\u001b[30m\u001b[2m--------------\u001b[0m\u001b[0m 208.00 KiB/374.75 KiB\r\n"}
,{"stream_name":"stdout","time":14.796648815,"data":"\u001b[2mhf-transfer \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 64.00 KiB/3.39 MiB\r\n"}
,{"stream_name":"stdout","time":14.796653102,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 78.91 KiB/57.84 MiB \u001b[3A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[3A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.796658188,"data":"\u001b[2mhf-transfer \u001b[0m \u001b[32m--\u001b[30m\u001b[2m----------------------------\u001b[0m\u001b[0m 336.00 KiB/3.39 MiB\r\n"}
,{"stream_name":"stdout","time":14.846617166,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 392.56 KiB/57.84 MiB \u001b[2A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[2A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.846656595,"data":"\u001b[2mhf-transfer \u001b[0m \u001b[32m-------------\u001b[30m\u001b[2m-----------------\u001b[0m\u001b[0m 1.49 MiB/3.39 MiB\r\n"}
,{"stream_name":"stdout","time":14.897725836,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m\u001b[30m\u001b[2m------------------------------\u001b[0m\u001b[0m 1.92 MiB/57.84 MiB \u001b[2A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[2A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.897762478,"data":"\u001b[2mhf-transfer \u001b[0m \u001b[32m------------------------------\u001b[30m\u001b[2m\u001b[0m\u001b[0m 3.39 MiB/3.39 MiB\r\n"}
,{"stream_name":"stdout","time":14.897769426,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m--\u001b[30m\u001b[2m----------------------------\u001b[0m\u001b[0m 4.62 MiB/57.84 MiB \u001b[2A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[2A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":14.948672247,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m--\u001b[30m\u001b[2m----------------------------\u001b[0m\u001b[0m 5.01 MiB/57.84 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠙\u001b[0m \u001b[2mPreparing packages...\u001b[0m (0/3)\r\n"}
,{"stream_name":"stdout","time":15.000232332,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m----\u001b[30m\u001b[2m--------------------------\u001b[0m\u001b[0m 8.88 MiB/57.84 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠹\u001b[0m \u001b[2mPreparing packages...\u001b[0m (2/3)\r\n"}
,{"stream_name":"stdout","time":15.05090943,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m-------\u001b[30m\u001b[2m-----------------------\u001b[0m\u001b[0m 13.76 MiB/57.84 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠹\u001b[0m \u001b[2mPreparing packages...\u001b[0m (2/3)\r\n"}
,{"stream_name":"stdout","time":15.102215159,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m---------\u001b[30m\u001b[2m---------------------\u001b[0m\u001b[0m 18.24 MiB/57.84 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠹\u001b[0m \u001b[2mPreparing packages...\u001b[0m (2/3)\r\n"}
,{"stream_name":"stdout","time":15.152723195,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m-----------\u001b[30m\u001b[2m-------------------\u001b[0m\u001b[0m 22.14 MiB/57.84 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠸\u001b[0m \u001b[2mPreparing packages...\u001b[0m (2/3)\r\n"}
,{"stream_name":"stdout","time":15.203708716,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m-------------\u001b[30m\u001b[2m-----------------\u001b[0m\u001b[0m 25.90 MiB/57.84 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠸\u001b[0m \u001b[2mPreparing packages...\u001b[0m (2/3)\r\n"}
,{"stream_name":"stdout","time":15.255148809,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m---------------\u001b[30m\u001b[2m---------------\u001b[0m\u001b[0m 30.63 MiB/57.84 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠸\u001b[0m \u001b[2mPreparing packages...\u001b[0m (2/3)\r\n"}
,{"stream_name":"stdout","time":15.30559422,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m------------------\u001b[30m\u001b[2m------------\u001b[0m\u001b[0m 35.09 MiB/57.84 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠸\u001b[0m \u001b[2mPreparing packages...\u001b[0m (2/3)\r\n"}
,{"stream_name":"stdout","time":15.357182334,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m--------------------\u001b[30m\u001b[2m----------\u001b[0m\u001b[0m 39.58 MiB/57.84 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠼\u001b[0m \u001b[2mPreparing packages...\u001b[0m (2/3)\r\n"}
,{"stream_name":"stdout","time":15.408409431,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m----------------------\u001b[30m\u001b[2m--------\u001b[0m\u001b[0m 43.73 MiB/57.84 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠼\u001b[0m \u001b[2mPreparing packages...\u001b[0m (2/3)\r\n"}
,{"stream_name":"stdout","time":15.459847163,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m------------------------\u001b[30m\u001b[2m------\u001b[0m\u001b[0m 47.89 MiB/57.84 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠼\u001b[0m \u001b[2mPreparing packages...\u001b[0m (2/3)\r\n"}
,{"stream_name":"stdout","time":15.502070377,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m---------------------------\u001b[30m\u001b[2m---\u001b[0m\u001b[0m 52.76 MiB/57.84 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠼\u001b[0m \u001b[2mPreparing packages...\u001b[0m (2/3)\r\n"}
,{"stream_name":"stdout","time":15.502123259,"data":"\u001b[2mbitsandbytes \u001b[0m \u001b[32m-----------------------------\u001b[30m\u001b[2m-\u001b[0m\u001b[0m 57.78 MiB/57.84 MiB \u001b[1A\r\u001b[2K\u001b[1B\r\u001b[2K\u001b[1A\u001b[37m⠼\u001b[0m \u001b[2mPreparing packages...\u001b[0m (2/3) \r\u001b[2K\u001b[2mPrepared \u001b[1m3 packages\u001b[0m \u001b[2min 760ms\u001b[0m\u001b[0m\r\n"}
,{"stream_name":"stdout","time":15.502191272,"data":"░░░░░░░░░░░░░░░░░░░░ [0/0] \u001b[2mInstalling wheels... \u001b[0m\r\u001b[2K░░░░░░░░░░░░░░░░░░░░ [0/3] \u001b[2mInstalling wheels... \u001b[0m\r\u001b[2K░░░░░░░░░░░░░░░░░░░░ [0/3] \u001b[2mhf-transfer==0.1.9 \u001b[0m\r\u001b[2K██████░░░░░░░░░░░░░░ [1/3] \u001b[2mhf-transfer==0.1.9 \u001b[0m\r\u001b[2K██████░░░░░░░░░░░░░░ [1/3] \u001b[2mbitsandbytes==0.49.2 \u001b[0m\r\u001b[2K█████████████░░░░░░░ [2/3] \u001b[2mbitsandbytes==0.49.2 \u001b[0m\r\u001b[2K█████████████░░░░░░░ [2/3] \u001b[2maccelerate==1.13.0 \u001b[0m\r\u001b[2K████████████████████ [3/3] \u001b[2maccelerate==1.13.0 \u001b[0m\r\u001b[2K\u001b[2mInstalled \u001b[1m3 packages\u001b[0m \u001b[2min 8ms\u001b[0m\u001b[0m\r\n"}
,{"stream_name":"stdout","time":15.502207801,"data":" \u001b[32m+\u001b[39m \u001b[1maccelerate\u001b[0m\u001b[2m==1.13.0\u001b[0m\r\n"}
,{"stream_name":"stdout","time":15.502213719,"data":" \u001b[32m+\u001b[39m \u001b[1mbitsandbytes\u001b[0m\u001b[2m==0.49.2\u001b[0m\r\n"}
,{"stream_name":"stdout","time":15.502219661,"data":" \u001b[32m+\u001b[39m \u001b[1mhf-transfer\u001b[0m\u001b[2m==0.1.9\u001b[0m\r\n"}
,{"stream_name":"stdout","time":15.762840652,"data":"\u001b[2mUsing Python 3.12.12 environment at: /usr\u001b[0m\r\n"}
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,{"stream_name":"stderr","time":21.868946882,"data":"| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n"}
,{"stream_name":"stderr","time":21.86895045,"data":"| N/A 45C P8 12W / 70W | 3MiB / 15360MiB | 0% Default |\n"}
,{"stream_name":"stderr","time":21.868954037,"data":"| | | N/A |\n"}
,{"stream_name":"stderr","time":21.868957617,"data":"+-----------------------------------------+------------------------+----------------------+\n"}
,{"stream_name":"stderr","time":21.86896529,"data":"| 1 Tesla T4 Off | 00000000:00:05.0 Off | 0 |\n"}
,{"stream_name":"stderr","time":21.868969136,"data":"| N/A 35C P8 10W / 70W | 3MiB / 15360MiB | 0% Default |\n"}
,{"stream_name":"stderr","time":21.868972891,"data":"| | | N/A |\n"}
,{"stream_name":"stderr","time":21.868976534,"data":"+-----------------------------------------+------------------------+----------------------+\n"}
,{"stream_name":"stderr","time":21.868980252,"data":"\n"}
,{"stream_name":"stderr","time":21.868983595,"data":"+-----------------------------------------------------------------------------------------+\n"}
,{"stream_name":"stderr","time":21.868987303,"data":"| Processes: |\n"}
,{"stream_name":"stderr","time":21.868991184,"data":"| GPU GI CI PID Type Process name GPU Memory |\n"}
,{"stream_name":"stderr","time":21.86899514,"data":"| ID ID Usage |\n"}
,{"stream_name":"stderr","time":21.86899882,"data":"|=========================================================================================|\n"}
,{"stream_name":"stderr","time":21.8690029,"data":"| No running processes found |\n"}
,{"stream_name":"stderr","time":21.869006678,"data":"+-----------------------------------------------------------------------------------------+\n"}
,{"stream_name":"stderr","time":21.869966751,"data":"2026-04-13 17:57:33,539 - INFO - Attempting to load secret 'WANDB_API_KEY' from the 'kaggle' environment...\n"}
,{"stream_name":"stderr","time":21.870003761,"data":"\n"}
,{"stream_name":"stderr","time":21.870009043,"data":"2026-04-13 17:57:33,539 - INFO - Attempting to load secret 'WANDB_API_KEY' from the 'kaggle' environment...\n"}
,{"stream_name":"stderr","time":21.96523335,"data":"2026-04-13 17:57:33,634 - INFO - ✅ Successfully loaded secret 'WANDB_API_KEY'.\n"}
,{"stream_name":"stderr","time":21.965265613,"data":"\n"}
,{"stream_name":"stderr","time":21.965270989,"data":"2026-04-13 17:57:33,634 - INFO - ✅ Successfully loaded secret 'WANDB_API_KEY'.\n"}
,{"stream_name":"stderr","time":21.966399236,"data":"2026-04-13 17:57:33,635 - INFO - Attempting to load secret 'HF_TOKEN' from the 'kaggle' environment...\n"}
,{"stream_name":"stderr","time":21.966431686,"data":"\n"}
,{"stream_name":"stderr","time":21.966437831,"data":"2026-04-13 17:57:33,635 - INFO - Attempting to load secret 'HF_TOKEN' from the 'kaggle' environment...\n"}
,{"stream_name":"stderr","time":22.038620533,"data":"2026-04-13 17:57:33,708 - INFO - ✅ Successfully loaded secret 'HF_TOKEN'.\n"}
,{"stream_name":"stderr","time":22.03864997,"data":"\n"}
,{"stream_name":"stderr","time":22.038655755,"data":"2026-04-13 17:57:33,708 - INFO - ✅ Successfully loaded secret 'HF_TOKEN'.\n"}
,{"stream_name":"stderr","time":22.039928454,"data":"2026-04-13 17:57:33,709 - INFO - Attempting to load secret 'GITHUB_TOKEN' from the 'kaggle' environment...\n"}
,{"stream_name":"stderr","time":22.039953904,"data":"\n"}
,{"stream_name":"stderr","time":22.039958612,"data":"2026-04-13 17:57:33,709 - INFO - Attempting to load secret 'GITHUB_TOKEN' from the 'kaggle' environment...\n"}
,{"stream_name":"stderr","time":22.107468348,"data":"2026-04-13 17:57:33,776 - INFO - ✅ Successfully loaded secret 'GITHUB_TOKEN'.\n"}
,{"stream_name":"stderr","time":22.10754115,"data":"\n"}
,{"stream_name":"stderr","time":22.107548407,"data":"2026-04-13 17:57:33,776 - INFO - ✅ Successfully loaded secret 'GITHUB_TOKEN'.\n"}
,{"stream_name":"stderr","time":23.914041327,"data":"\u001b[34m\u001b[1mwandb\u001b[0m: [wandb.login()] Loaded credentials for https://api.wandb.ai from WANDB_API_KEY.\n"}
,{"stream_name":"stderr","time":23.914091046,"data":"\n"}
,{"stream_name":"stderr","time":23.91409753,"data":"\u001b[34m\u001b[1mwandb\u001b[0m: [wandb.login()] Loaded credentials for https://api.wandb.ai from WANDB_API_KEY.\n"}
,{"stream_name":"stderr","time":24.040656149,"data":"\u001b[34m\u001b[1mwandb\u001b[0m: Currently logged in as: \u001b[33mdungngocpham171\u001b[0m (\u001b[33mdungngocpham171-university-of-science\u001b[0m) to \u001b[32mhttps://api.wandb.ai\u001b[0m. Use \u001b[1m`wandb login --relogin`\u001b[0m to force relogin\n"}
,{"stream_name":"stderr","time":24.040686868,"data":"\n"}
,{"stream_name":"stderr","time":24.040691629,"data":"\u001b[34m\u001b[1mwandb\u001b[0m: Currently logged in as: \u001b[33mdungngocpham171\u001b[0m (\u001b[33mdungngocpham171-university-of-science\u001b[0m) to \u001b[32mhttps://api.wandb.ai\u001b[0m. Use \u001b[1m`wandb login --relogin`\u001b[0m to force relogin\n"}
,{"stream_name":"stderr","time":24.660173215,"data":"Note: Environment variable`HF_TOKEN` is set and is the current active token independently from the token you've just configured.\n"}
,{"stream_name":"stderr","time":24.660211173,"data":"\n"}
,{"stream_name":"stderr","time":24.660217118,"data":"Note: Environment variable`HF_TOKEN` is set and is the current active token independently from the token you've just configured.\n"}
,{"stream_name":"stdout","time":24.901499082,"data":"📥 Downloading checkpoint from Hugging Face Hub to 'taskA-unixcoder-focal'...\n"}
,{"stream_name":"stdout","time":24.901528656,"data":"\n"}
,{"stream_name":"stdout","time":34.524673503,"data":"\n"}
,{"stream_name":"stdout","time":34.524719663,"data":"✅ Download complete!\n"}
,{"stream_name":"stdout","time":34.524728012,"data":"\n"}
,{"stream_name":"stdout","time":34.524732334,"data":"📂 Files in taskA-unixcoder-focal/:\n"}
,{"stream_name":"stderr","time":51.238458078,"data":"2026-04-13 17:58:02.073726: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:467] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n"}
,{"stream_name":"stderr","time":51.238507799,"data":"WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\n"}
,{"stream_name":"stderr","time":51.238515871,"data":"E0000 00:00:1776103082.289616 23 cuda_dnn.cc:8579] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n"}
,{"stream_name":"stderr","time":51.23852112,"data":"E0000 00:00:1776103082.343697 23 cuda_blas.cc:1407] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"}
,{"stream_name":"stderr","time":51.238526872,"data":"W0000 00:00:1776103082.848433 23 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n"}
,{"stream_name":"stderr","time":51.238531394,"data":"W0000 00:00:1776103082.848476 23 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n"}
,{"stream_name":"stderr","time":51.238536423,"data":"W0000 00:00:1776103082.848479 23 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n"}
,{"stream_name":"stderr","time":51.239044537,"data":"W0000 00:00:1776103082.848482 23 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n"}
,{"stream_name":"stderr","time":51.441415848,"data":"2026-04-13 17:58:02.073726: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:467] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n"}
,{"stream_name":"stderr","time":51.441450452,"data":"WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\n"}
,{"stream_name":"stderr","time":51.441456374,"data":"E0000 00:00:1776103082.289616 23 cuda_dnn.cc:8579] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n"}
,{"stream_name":"stderr","time":51.441461099,"data":"E0000 00:00:1776103082.343697 23 cuda_blas.cc:1407] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"}
,{"stream_name":"stderr","time":51.441465757,"data":"W0000 00:00:1776103082.848433 23 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n"}
,{"stream_name":"stderr","time":51.441470186,"data":"W0000 00:00:1776103082.848476 23 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n"}
,{"stream_name":"stderr","time":51.441474575,"data":"W0000 00:00:1776103082.848479 23 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n"}
,{"stream_name":"stderr","time":51.441478871,"data":"W0000 00:00:1776103082.848482 23 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n"}
,{"stream_name":"stderr","time":51.441483601,"data":"\n"}
,{"stream_name":"stderr","time":51.441487313,"data":"2026-04-13 17:58:02.073726: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:467] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n"}
,{"stream_name":"stderr","time":51.441491795,"data":"WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\n"}
,{"stream_name":"stderr","time":51.441495677,"data":"E0000 00:00:1776103082.289616 23 cuda_dnn.cc:8579] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n"}
,{"stream_name":"stderr","time":51.441500294,"data":"E0000 00:00:1776103082.343697 23 cuda_blas.cc:1407] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"}
,{"stream_name":"stderr","time":51.441505609000004,"data":"W0000 00:00:1776103082.848433 23 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n"}
,{"stream_name":"stderr","time":51.441509989,"data":"W0000 00:00:1776103082.848476 23 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n"}
,{"stream_name":"stderr","time":51.441514263,"data":"W0000 00:00:1776103082.848479 23 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n"}
,{"stream_name":"stderr","time":51.44151867,"data":"W0000 00:00:1776103082.848482 23 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n"}
,{"stream_name":"stdout","time":74.444641201,"data":"Torch version: 2.10.0+cu128\n"}
,{"stream_name":"stdout","time":74.444680023,"data":"CUDA available: True\n"}
,{"stream_name":"stderr","time":74.628803559,"data":"2026-04-13 17:58:26,297 - INFO - ✅ Dataset balancing monkey-patch applied\n"}
,{"stream_name":"stderr","time":74.628867127,"data":"\n"}
,{"stream_name":"stderr","time":74.628873377,"data":"2026-04-13 17:58:26,297 - INFO - ✅ Dataset balancing monkey-patch applied\n"}
,{"stream_name":"stderr","time":74.629919953,"data":"INFO:__main__:✅ Dataset balancing monkey-patch applied\n"}
,{"stream_name":"stderr","time":74.629963528,"data":"\n"}
,{"stream_name":"stderr","time":74.629969508,"data":"INFO:__main__:✅ Dataset balancing monkey-patch applied\n"}
,{"stream_name":"stderr","time":74.653908693,"data":"2026-04-13 17:58:26,322 - INFO - Loading data...\n"}
,{"stream_name":"stderr","time":74.653944829,"data":"\n"}
,{"stream_name":"stderr","time":74.653950697,"data":"2026-04-13 17:58:26,322 - INFO - Loading data...\n"}
,{"stream_name":"stderr","time":74.655119498,"data":"INFO:__main__:Loading data...\n"}
,{"stream_name":"stderr","time":74.655157819,"data":"\n"}
,{"stream_name":"stderr","time":74.655163341,"data":"INFO:__main__:Loading data...\n"}
,{"stream_name":"stderr","time":74.656107226,"data":"2026-04-13 17:58:26,324 - INFO - Loading datasets from Hugging Face Hub...\n"}
,{"stream_name":"stderr","time":74.656121843,"data":"\n"}
,{"stream_name":"stderr","time":74.65614068,"data":"2026-04-13 17:58:26,324 - INFO - Loading datasets from Hugging Face Hub...\n"}
,{"stream_name":"stderr","time":74.65758463,"data":"INFO:__main__:Loading datasets from Hugging Face Hub...\n"}
,{"stream_name":"stderr","time":74.657630758,"data":"\n"}
,{"stream_name":"stderr","time":74.657637297,"data":"INFO:__main__:Loading datasets from Hugging Face Hub...\n"}
,{"stream_name":"stderr","time":89.025503373,"data":"2026-04-13 17:58:40,694 - INFO - Train: 500000 | Val: 100000 | Labels: 2\n"}
,{"stream_name":"stderr","time":89.025543944,"data":"\n"}
,{"stream_name":"stderr","time":89.025549803,"data":"2026-04-13 17:58:40,694 - INFO - Train: 500000 | Val: 100000 | Labels: 2\n"}
,{"stream_name":"stderr","time":89.026560121,"data":"INFO:__main__:Train: 500000 | Val: 100000 | Labels: 2\n"}
,{"stream_name":"stderr","time":89.026588122,"data":"\n"}
,{"stream_name":"stderr","time":89.02664,"data":"INFO:__main__:Train: 500000 | Val: 100000 | Labels: 2\n"}
,{"stream_name":"stderr","time":89.027618215,"data":"2026-04-13 17:58:40,696 - INFO - Initialising model...\n"}
,{"stream_name":"stderr","time":89.027645621,"data":"\n"}
,{"stream_name":"stderr","time":89.027652672,"data":"2026-04-13 17:58:40,696 - INFO - Initialising model...\n"}
,{"stream_name":"stderr","time":89.028506098,"data":"INFO:__main__:Initialising model...\n"}
,{"stream_name":"stderr","time":89.028531453,"data":"\n"}
,{"stream_name":"stderr","time":89.028537471,"data":"INFO:__main__:Initialising model...\n"}
,{"stream_name":"stderr","time":89.029429236,"data":"2026-04-13 17:58:40,697 - INFO - Initialising backbone: microsoft/codebert-base\n"}
,{"stream_name":"stderr","time":89.029453957,"data":"\n"}
,{"stream_name":"stderr","time":89.029459701,"data":"2026-04-13 17:58:40,697 - INFO - Initialising backbone: microsoft/codebert-base\n"}
,{"stream_name":"stderr","time":89.030438103,"data":"INFO:__main__:Initialising backbone: microsoft/codebert-base\n"}
,{"stream_name":"stderr","time":89.030458786,"data":"\n"}
,{"stream_name":"stderr","time":89.030465459,"data":"INFO:__main__:Initialising backbone: microsoft/codebert-base\n"}
,{"stream_name":"stderr","time":95.047087462,"data":"Some weights of RobertaForSequenceClassification were not initialized from the model checkpoint at microsoft/codebert-base and are newly initialized: ['classifier.dense.bias', 'classifier.dense.weight', 'classifier.out_proj.bias', 'classifier.out_proj.weight']\n"}
,{"stream_name":"stderr","time":95.047141494,"data":"You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n"}
,{"stream_name":"stderr","time":95.047148154,"data":"\n"}
,{"stream_name":"stderr","time":95.047153112,"data":"Some weights of RobertaForSequenceClassification were not initialized from the model checkpoint at microsoft/codebert-base and are newly initialized: ['classifier.dense.bias', 'classifier.dense.weight', 'classifier.out_proj.bias', 'classifier.out_proj.weight']\n"}
,{"stream_name":"stderr","time":95.047157654,"data":"You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n"}
,{"stream_name":"stderr","time":95.048277549,"data":"2026-04-13 17:58:46,717 - INFO - Replacing classifier with CodeBertStylometryClassifier\n"}
,{"stream_name":"stderr","time":95.04830557,"data":"\n"}
,{"stream_name":"stderr","time":95.048311241,"data":"2026-04-13 17:58:46,717 - INFO - Replacing classifier with CodeBertStylometryClassifier\n"}
,{"stream_name":"stderr","time":95.049301703,"data":"INFO:__main__:Replacing classifier with CodeBertStylometryClassifier\n"}
,{"stream_name":"stderr","time":95.049344632,"data":"\n"}
,{"stream_name":"stderr","time":95.049350837,"data":"INFO:__main__:Replacing classifier with CodeBertStylometryClassifier\n"}
,{"stream_name":"stderr","time":95.055875813,"data":"2026-04-13 17:58:46,725 - INFO - Trainable parameters: 124,351,106\n"}
,{"stream_name":"stderr","time":95.055897855,"data":"\n"}
,{"stream_name":"stderr","time":95.055903405,"data":"2026-04-13 17:58:46,725 - INFO - Trainable parameters: 124,351,106\n"}
,{"stream_name":"stderr","time":95.057090211,"data":"INFO:__main__:Trainable parameters: 124,351,106\n"}
,{"stream_name":"stderr","time":95.057115801,"data":"\n"}
,{"stream_name":"stderr","time":95.057121181,"data":"INFO:__main__:Trainable parameters: 124,351,106\n"}
,{"stream_name":"stderr","time":95.058150363,"data":"2026-04-13 17:58:46,727 - INFO - Preparing datasets...\n"}
,{"stream_name":"stderr","time":95.058169077,"data":"\n"}
,{"stream_name":"stderr","time":95.058173367,"data":"2026-04-13 17:58:46,727 - INFO - Preparing datasets...\n"}
,{"stream_name":"stderr","time":95.059183709,"data":"INFO:__main__:Preparing datasets...\n"}
,{"stream_name":"stderr","time":95.059204659,"data":"\n"}
,{"stream_name":"stderr","time":95.059211017,"data":"INFO:__main__:Preparing datasets...\n"}
,{"stream_name":"stderr","time":95.060118367,"data":"2026-04-13 17:58:46,728 - INFO - Preparing datasets...\n"}
,{"stream_name":"stderr","time":95.060128149,"data":"\n"}
,{"stream_name":"stderr","time":95.060132494,"data":"2026-04-13 17:58:46,728 - INFO - Preparing datasets...\n"}
,{"stream_name":"stderr","time":95.069963716,"data":"INFO:__main__:Preparing datasets...\n"}
,{"stream_name":"stderr","time":95.070005454,"data":"\n"}
,{"stream_name":"stderr","time":95.070012079,"data":"INFO:__main__:Preparing datasets...\n"}
,{"stream_name":"stderr","time":587.008951729,"data":"2026-04-13 18:06:58,678 - INFO - Before balancing - Class 0: 238475, Class 1: 261525\n"}
,{"stream_name":"stderr","time":587.00903261,"data":"\n"}
,{"stream_name":"stderr","time":587.009040542,"data":"2026-04-13 18:06:58,678 - INFO - Before balancing - Class 0: 238475, Class 1: 261525\n"}
,{"stream_name":"stderr","time":587.021390381,"data":"INFO:__main__:Before balancing - Class 0: 238475, Class 1: 261525\n"}
,{"stream_name":"stderr","time":587.021434138,"data":"\n"}
,{"stream_name":"stderr","time":587.021439556,"data":"INFO:__main__:Before balancing - Class 0: 238475, Class 1: 261525\n"}
,{"stream_name":"stderr","time":587.295967334,"data":"2026-04-13 18:06:58,965 - INFO - After balancing - Added 23050 samples to Class 0. Total: 523050\n"}
,{"stream_name":"stderr","time":587.296001037,"data":"\n"}
,{"stream_name":"stderr","time":587.296006489,"data":"2026-04-13 18:06:58,965 - INFO - After balancing - Added 23050 samples to Class 0. Total: 523050\n"}
,{"stream_name":"stderr","time":587.296879801,"data":"INFO:__main__:After balancing - Added 23050 samples to Class 0. Total: 523050\n"}
,{"stream_name":"stderr","time":587.296902251,"data":"\n"}
,{"stream_name":"stderr","time":587.296907617,"data":"INFO:__main__:After balancing - Added 23050 samples to Class 0. Total: 523050\n"}
,{"stream_name":"stderr","time":587.595908403,"data":"2026-04-13 18:06:59,265 - INFO - Loss: FocalLossWithSmoothing\n"}
,{"stream_name":"stderr","time":587.595954177,"data":"\n"}
,{"stream_name":"stderr","time":587.595959893,"data":"2026-04-13 18:06:59,265 - INFO - Loss: FocalLossWithSmoothing\n"}
,{"stream_name":"stderr","time":587.596929639,"data":"INFO:__main__:Loss: FocalLossWithSmoothing\n"}
,{"stream_name":"stderr","time":587.596960025,"data":"\n"}
,{"stream_name":"stderr","time":587.596966398,"data":"INFO:__main__:Loss: FocalLossWithSmoothing\n"}
,{"stream_name":"stderr","time":587.7727685,"data":"2026-04-13 18:06:59,442 - INFO - ***** Training Configuration *****\n"}
,{"stream_name":"stderr","time":587.772798186,"data":"\n"}
,{"stream_name":"stderr","time":587.772802579,"data":"2026-04-13 18:06:59,442 - INFO - ***** Training Configuration *****\n"}
,{"stream_name":"stderr","time":587.77387027,"data":"INFO:__main__:***** Training Configuration *****\n"}
,{"stream_name":"stderr","time":587.773893148,"data":"\n"}
,{"stream_name":"stderr","time":587.773897876,"data":"INFO:__main__:***** Training Configuration *****\n"}
,{"stream_name":"stderr","time":587.774937444,"data":"2026-04-13 18:06:59,443 - INFO - Backbone : microsoft/codebert-base\n"}
,{"stream_name":"stderr","time":587.774955894,"data":"\n"}
,{"stream_name":"stderr","time":587.774961115,"data":"2026-04-13 18:06:59,443 - INFO - Backbone : microsoft/codebert-base\n"}
,{"stream_name":"stderr","time":587.776010097,"data":"INFO:__main__: Backbone : microsoft/codebert-base\n"}
,{"stream_name":"stderr","time":587.77602899,"data":"\n"}
,{"stream_name":"stderr","time":587.776034534,"data":"INFO:__main__: Backbone : microsoft/codebert-base\n"}
,{"stream_name":"stderr","time":587.777150108,"data":"2026-04-13 18:06:59,444 - INFO - Max epochs : 1\n"}
,{"stream_name":"stderr","time":587.777174675,"data":"\n"}
,{"stream_name":"stderr","time":587.777180141,"data":"2026-04-13 18:06:59,444 - INFO - Max epochs : 1\n"}
,{"stream_name":"stderr","time":587.77833302,"data":"INFO:__main__: Max epochs : 1\n"}
,{"stream_name":"stderr","time":587.778356753,"data":"\n"}
,{"stream_name":"stderr","time":587.778362978,"data":"INFO:__main__: Max epochs : 1\n"}
,{"stream_name":"stderr","time":587.779316062,"data":"2026-04-13 18:06:59,446 - INFO - Batch size : 64\n"}
,{"stream_name":"stderr","time":587.779331726,"data":"\n"}
,{"stream_name":"stderr","time":587.779336165,"data":"2026-04-13 18:06:59,446 - INFO - Batch size : 64\n"}
,{"stream_name":"stderr","time":587.780659705,"data":"INFO:__main__: Batch size : 64\n"}
,{"stream_name":"stderr","time":587.780675418,"data":"\n"}
,{"stream_name":"stderr","time":587.780681428,"data":"INFO:__main__: Batch size : 64\n"}
,{"stream_name":"stderr","time":587.781800687,"data":"2026-04-13 18:06:59,447 - INFO - Learning rate : 2e-05\n"}
,{"stream_name":"stderr","time":587.781817501,"data":"\n"}
,{"stream_name":"stderr","time":587.781822588,"data":"2026-04-13 18:06:59,447 - INFO - Learning rate : 2e-05\n"}
,{"stream_name":"stderr","time":587.782922023,"data":"INFO:__main__: Learning rate : 2e-05\n"}
,{"stream_name":"stderr","time":587.782937803,"data":"\n"}
,{"stream_name":"stderr","time":587.782942921,"data":"INFO:__main__: Learning rate : 2e-05\n"}
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