environments evaluation

evaluation

Overview

Environment for evaluating models.

Version: 2

Tags

OS : Ubuntu22.04 Evaluation

View in Studio: https://ml.azure.com/registries/azureml/environments/evaluation/version/2

Docker image: mcr.microsoft.com/azureml/curated/evaluation:2

Docker build context

Dockerfile

FROM mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu22.04:20241215.v1

RUN apt-get update && apt-get -y upgrade

WORKDIR /
ENV CONDA_PREFIX=/azureml-envs/aoai-evaluation
ENV CONDA_DEFAULT_ENV=$CONDA_PREFIX

COPY conda.yaml .
# Create conda environment
RUN conda env create -p $CONDA_PREFIX -f conda.yaml -q && \
    rm conda.yaml && \
    conda run -p $CONDA_PREFIX pip cache purge && \
    conda clean -a -y

# clean conda and pip caches
RUN rm -rf ~/.cache/pip

# Prepend path to AzureML conda environment
ENV PATH=$CONDA_PREFIX/bin:$PATH

# This is needed for mpi to locate libpython
ENV LD_LIBRARY_PATH $CONDA_PREFIX/lib:$LD_LIBRARY_PATH