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Merge pull request GoogleCloudPlatform#206 from GoogleCloudPlatform/a…
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…jayhemnani-patch-5

Update multiple_frameworks_kubeflow.ipynb
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ajayhemnani authored Feb 6, 2024
2 parents 786de21 + deadbbe commit 6a3fcd9
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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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Expand Up @@ -205,7 +205,7 @@
"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",
Expand Down Expand Up @@ -408,7 +408,7 @@
"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",
Expand Down Expand Up @@ -621,7 +621,7 @@
"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",
Expand Down Expand Up @@ -755,7 +755,7 @@
"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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