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train.yaml
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train.yaml
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# Copyright (c) 2023 Intel Corporation
#
# Permission is hereby granted, free of charge, to any person obtaining a copy of
# this software and associated documentation files (the "Software"), to deal in
# the Software without restriction, including without limitation the rights to
# use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
# the Software, and to permit persons to whom the Software is furnished to do so,
# subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
# FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
# COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
# IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
# CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
#
# SPDX-License-Identifier: MIT
apiVersion: v1
kind: Pod
metadata:
name: predict-imdb
namespace: default
spec:
containers:
- name: train
image: tensorflow/tensorflow:latest-devel-gpu-py3
imagePullPolicy: IfNotPresent
command: ["/bin/sh", "-c"]
args:
- git clone https://github.com/cnvrg/imdb_deploy;
cd imdb_deploy;
pip install -r requirements.txt;
python train.py;
aws s3 cp output/sentiment2.model.h5 s3://imdb-artifacts/sentiment2.model.h5;
tail -f /dev/null;