environments acft multimodal gpu

acft-multimodal-gpu

Overview

Environment used by Multimodal classification Finetune components

Version: 37

Tags

Preview

View in Studio: https://ml.azure.com/registries/azureml/environments/acft-multimodal-gpu/version/37

Docker image: mcr.microsoft.com/azureml/curated/acft-multimodal-gpu:37

Docker build context

Dockerfile

# PTCA image
FROM mcr.microsoft.com/aifx/acpt/stable-ubuntu2004-cu118-py310-torch222:biweekly.202409.3

USER root
RUN apt-get -y update

# Install required packages from pypi
COPY requirements.txt .
RUN pip install -r requirements.txt --no-cache-dir
# Downgraded azureml-metrics, to prevent bug related to logger in azureml-metrics. Should be upgraded in next pypi release of acft-multimodal
# Removing it from requirements.txt to avoid conflict with scikit-learn version
RUN pip install azureml-metrics==0.0.33

# Vulnerability fix
RUN pip install datasets==2.15.0
RUN pip install pyarrow==14.0.1
RUN pip install cryptography==43.0.1
RUN pip install gunicorn==22.0.0
RUN pip install onnxruntime==1.17.3
RUN pip install onnx==1.16.0
RUN pip install scikit-learn==1.5.0
# dummy number to change when needing to force rebuild without changing the definition: 1