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TensorFlow/Recommendation/WideAndDeep
TensorFlow2/Recommendation/WideAndDeep
7 files changed +21
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lines changed Original file line number Diff line number Diff line change @@ -24,11 +24,12 @@ RUN apt-get update && apt-get install -y \
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WORKDIR /workspace
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+ RUN pip install --no-cache-dir nvidia-pyindex
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+
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COPY requirements.txt .
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RUN pip uninstall -y typing && \
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- pip install --no-cache-dir --ignore-installed -r requirements.txt && \
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- pip install --no-cache-dir -e git+https://github.com/NVIDIA/dllogger#egg=dllogger
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+ pip install --no-cache-dir --ignore-installed -r requirements.txt
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COPY . .
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+ nvidia-dllogger == 0.1.0
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pandas == 1.3.4
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pynvml == 11.0.0
Original file line number Diff line number Diff line change @@ -39,10 +39,11 @@ ENV SPARK_HOME /usr/local/spark
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ENV PYTHONPATH $SPARK_HOME/python:$SPARK_HOME/python/lib/py4j-0.10.7-src.zip
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ENV SPARK_OPTS --driver-java-options=-Xms1024M --driver-java-options=-Xmx4096M --driver-java-options=-Dlog4j.logLevel=info
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- RUN pip install pyspark==2.3.1
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- RUN pip install --no-deps tensorflow-transform==0.24.1 apache-beam==2.14 tensorflow-metadata==0.14.0 pydot dill
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- RUN pip install ipdb
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- RUN pip install -e git://github.com/NVIDIA/dllogger#egg=dllogger
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+ RUN pip install --no-cache-dir nvidia-pyindex
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+
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+ COPY requirements* ./
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+ RUN pip install --no-cache-dir -r requirements.txt
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+ RUN pip install --no-cache-dir --no-deps -r requirements-no-deps.txt
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WORKDIR /wd
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COPY . .
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+ tensorflow-transform==0.24.1
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+ apache-beam==2.14
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+ tensorflow-metadata==0.14.0
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+ pydot
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+ dill
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+ nvidia-dllogger == 0.1.0
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+ ipdb == 0.13.9
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+ pyspark == 2.3.1
Original file line number Diff line number Diff line change @@ -20,10 +20,9 @@ ENV HOROVOD_CYCLE_TIME=0.1
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ENV HOROVOD_FUSION_THRESHOLD=67108864
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ENV HOROVOD_NUM_STREAMS=2
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-
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- USER root
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-
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- RUN pip install --no-cache-dir -e git+https://github.com/NVIDIA/dllogger#egg=dllogger
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+ RUN pip install --no-cache-dir nvidia-pyindex
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+ ADD requirements.txt .
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+ RUN pip install --no-cache-dir -r requirements.txt
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WORKDIR /wd
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+ nvidia-dllogger == 0.1.0
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