environments acft mmdetection image gpu

acft-mmdetection-image-gpu

Overview

Environment used by MMDetection Image Finetune components

Version: 80

Tags

Preview

View in Studio: https://ml.azure.com/registries/azureml/environments/acft-mmdetection-image-gpu/version/80

Docker image: mcr.microsoft.com/azureml/curated/acft-mmdetection-image-gpu:80

Docker build context

Dockerfile

# PTCA image
FROM mcr.microsoft.com/aifx/acpt/stable-ubuntu2204-cu126-py310-torch280:biweekly.202603.2

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

# Install required packages from pypi
COPY requirements.txt .
RUN pip install -r requirements.txt --no-cache-dir
RUN apt-get install -y expat

# # # Install mmdet
# # Note that MMDet installs pycocotools
# Note: mmdet should be installed via mim to access the model zoo config folder.
RUN mim install mmdet==3.3.0
# Temporary workaround for https://github.com/open-mmlab/mmdetection/issues/11668 (when mmdet updated, remove lines below)
RUN mim install mmcv==2.2.0 -f https://download.openmmlab.com/mmcv/dist/cu118/torch2.2/index.html --no-cache-dir
RUN sed -i 's/2.2.0/2.3.0/' /opt/conda/envs/ptca/lib/python3.10/site-packages/mmdet/__init__.py

# upgrade pip, wheel, setuptools vulnerabilities in ptca env
# NOTE: azureml-mlflow~=1.62.0 pins cryptography<46.0.0; upgrading anyway for CVE fix
# protobuf is required by azureml-acft-accelerator but it is not pinned hence upgrade
RUN pip install --no-cache-dir --upgrade pip==26.0 wheel==0.46.2 protobuf==6.33.5 setuptools==82.0.0 cryptography==46.0.5 pillow==12.1.1
# pip install updates the binary but conda-meta still references old versions; conda install syncs both
RUN conda install -n ptca -y pip>=26.0.1 wheel>=0.46.2 
# vulnerability in base conda env
# PyJWT 2.10.1 (CVE-2026-32597) is installed in the base conda env (python3.13) from ACPT base image; manually upgrading since base image hasn't been patched yet
RUN conda run -n base python -m pip install --no-cache-dir --upgrade pip>=26.0.1 wheel>=0.46.2 setuptools>=82.0.1 cryptography==46.0.5 'PyJWT>=2.12.0'