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metrics: Add TensorFlow ResNet50 fp32 Dockerfile

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This PR adds the TensorFlow ResNet50 fp32 Dockerfile for kata metrics.

Signed-off-by: Gabriela Cervantes <gabriela.cervantes.tellez@intel.com>
This commit is contained in:
Gabriela Cervantes 2023-08-23 16:24:58 +00:00
parent 4b7d72c4a8
commit 959ca49447
1 changed files with 21 additions and 0 deletions
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tests/metrics/machine_learning/resnet50_fp32_dockerfile/Dockerfile Normal file
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# 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 --no-cache-dir intel-tensorflow-avx512==2.8.0 && \
pip install --no-cache-dir protobuf==3.20.* && \
wget -q https://storage.googleapis.com/intel-optimized-tensorflow/models/v1_8/resnet50_fp32_pretrained_model.pb && \
git clone https://github.com/IntelAI/models.git
CMD ["/bin/bash"]