Adeotan

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

Adeotan

apiVersion: v1
kind: Pod
metadata:
  name: stress-pod
spec:
  containers:
  - image: gcr.io/google-containers/stress:v1
    args: ["-cpus", "48"]
    name: stress-container
    resources:

Adeotan

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

Adeotan

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

Adeotan

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.

balajismaniam

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