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FROM python:3.6.4-slim-stretch | |
RUN apt-get update && apt-get install -y build-essential git time | |
RUN pip install https://anaconda.org/intel/tensorflow/1.6.0/download/tensorflow-1.6.0-cp36-cp36m-linux_x86_64.whl | |
RUN git clone https://github.com/tensorflow/models.git | |
ENV PYTHONPATH $PYTHONPATH:$HOME/models | |
WORKDIR $HOME/models/official/resnet/ | |
RUN pip3 install -r ../requirements.txt |
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apiVersion: v1 | |
kind: Pod | |
metadata: | |
name: stress-pod | |
spec: | |
containers: | |
- image: gcr.io/google-containers/stress:v1 | |
args: ["-cpus", "48"] | |
name: stress-container | |
resources: |
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apiVersion: v1 | |
kind: Pod | |
metadata: | |
name: tf-wide-deep-census-pod | |
spec: | |
containers: | |
- image: <insert-image> | |
command: ["/bin/sh"] | |
args: ["-c", "/usr/bin/time python ./wide_deep.py --model_type=wide_deep --train_epochs=500 --epochs_between_eval=500 --batch_size=32561"] | |
name: tf-wide-deep-census |
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FROM python:3.6-slim-stretch | |
RUN apt-get update && apt-get install -y git time | |
RUN pip install https://anaconda.org/intel/tensorflow/1.6.0/download/tensorflow-1.6.0-cp36-cp36m-linux_x86_64.whl | |
RUN git clone https://github.com/tensorflow/models.git | |
ENV PYTHONPATH $PYTHONPATH:$HOME/models | |
WORKDIR $HOME/models/official/wide_deep | |
RUN python ./data_download.py |
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apiVersion: v1 | |
kind: Pod | |
metadata: | |
name: parsec-pod | |
spec: | |
containers: | |
# See https://github.com/Spirals-Team/benchmark-containers/tree/master/parsec-3.0 for more information on image. | |
- image: spirals/parsec-3.0 | |
command: ["/bin/bash"] | |
# Change args to run the workload. |
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apiVersion: v1 | |
kind: Pod | |
metadata: | |
name: tf-wide-deep-census-pod | |
spec: | |
containers: | |
- image: <insert-image> | |
command: ["/bin/sh"] | |
args: ["-c", "/usr/bin/time python ./wide_deep.py --model_type=wide_deep --train_epochs=500 --epochs_between_eval=500 --batch_size=32561"] | |
name: tf-wide-deep-census |