environments acft medimageinsight embedding - Azure/azureml-assets GitHub Wiki

acft-medimageinsight-embedding

Overview

Environment used by MedImageInsight Embedding Finetune Component

Version: 14

Tags

Preview

View in Studio: https://ml.azure.com/registries/azureml/environments/acft-medimageinsight-embedding/version/14

Docker image: mcr.microsoft.com/azureml/curated/acft-medimageinsight-embedding:14

Docker build context

Dockerfile

# PTCA image
FROM mcr.microsoft.com/aifx/acpt/stable-ubuntu2204-cu118-py310-torch271:biweekly.202507.2

USER root
RUN apt-get -y update
    
# Install unzip
RUN apt-get -y install unzip

# Install required packages from pypi
COPY requirements.txt .
RUN pip install -r requirements.txt --no-cache-dir
RUN pip install azureml-mlflow==1.60.0.post1
RUN pip install mlflow==3.1.0

# Upgrade requests in the system Python (3.13) for fixing vulnerability
RUN /opt/conda/bin/python3.13 -m pip install --upgrade requests urllib3 || true
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