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kata-containers/tests/metrics/machine_learning/resnet50_int8_dockerfile/Dockerfile
Gabriela Cervantes 24baededc0 metrics: Add Dockerfile for ResNet50 int8
This PR adds the dockerfile for ResNet50 int8 benchmark.

Signed-off-by: Gabriela Cervantes <gabriela.cervantes.tellez@intel.com>
2023-08-15 17:38:26 +00:00

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Docker

# Copyright (c) 2023 Intel Corporation
#
# SPDX-License-Identifier: Apache-2.0
# Usage: FROM [image name]
FROM ubuntu:20.04
ENV DEBIAN_FRONTEND=noninteractive
# Version of the Dockerfile
LABEL DOCKERFILE_VERSION="1.0"
RUN apt-get update && \
apt-get install -y --no-install-recommends wget nano curl build-essential git && \
apt-get install -y python3.8 python3-pip && \
pip install intel-tensorflow-avx512==2.8.0 && \
pip install protobuf==3.20.* && \
wget https://storage.googleapis.com/intel-optimized-tensorflow/models/v1_8/resnet50_int8_pretrained_model.pb && \
git clone https://github.com/IntelAI/models.git
CMD ["/bin/bash"]