environments acft multimodal gpu - Azure/azureml-assets GitHub Wiki

acft-multimodal-gpu

Overview

Environment used by Multimodal classification Finetune components

Version: 39

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Preview

View in Studio: https://ml.azure.com/registries/azureml/environments/acft-multimodal-gpu/version/39

Docker image: mcr.microsoft.com/azureml/curated/acft-multimodal-gpu:39

Docker build context

Dockerfile

# PTCA image
FROM mcr.microsoft.com/aifx/acpt/stable-ubuntu2004-cu118-py310-torch222:biweekly.202410.2

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==1.17.0
RUN pip install scikit-learn==1.5.0
# dummy number to change when needing to force rebuild without changing the definition: 1
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