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Update multiple_frameworks_lab.ipynb
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ajayhemnani authored Feb 6, 2024
1 parent 69f7334 commit deadbbe
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"source": [
"%%writefile ./scikit_trainer_image/Dockerfile\n",
"\n",
"FROM gcr.io/deeplearning-platform-release/base-cpu\n",
"FROM gcr.io/deeplearning-platform-release/base-cpu.py37\n",
"RUN pip install -U fire scikit-learn==0.23.2 pandas==1.1.1\n",
"WORKDIR /app\n",
"COPY train.py .\n",
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"source": [
"%%writefile ./tensorflow_trainer_image/Dockerfile\n",
"\n",
"FROM gcr.io/deeplearning-platform-release/base-cpu\n",
"FROM gcr.io/deeplearning-platform-release/base-cpu.py37\n",
"RUN pip install -U fire tensorflow==2.1.1\n",
"WORKDIR /app\n",
"COPY train.py .\n",
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"source": [
"%%writefile ./pytorch_trainer_image/Dockerfile\n",
"\n",
"FROM gcr.io/deeplearning-platform-release/base-cpu\n",
"FROM gcr.io/deeplearning-platform-release/base-cpu.py37\n",
"RUN pip install -U fire torch==1.6.0 scikit-learn==0.23.2 pandas==1.1.1\n",
"WORKDIR /app\n",
"COPY train.py .\n",
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"source": [
"%%writefile ./xgboost_trainer_image/Dockerfile\n",
"\n",
"FROM gcr.io/deeplearning-platform-release/base-cpu\n",
"FROM gcr.io/deeplearning-platform-release/base-cpu.py37\n",
"RUN pip install -U fire scikit-learn==0.23.2 pandas==1.1.1 xgboost==1.2.0\n",
"WORKDIR /app\n",
"COPY train.py .\n",
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