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Fix MKL_THREADING_LAYER bug in DDP Docker training (#3770)

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Glenn Jocher 2023-07-16 21:26:36 +02:00 committed by GitHub
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commit e324af6a12
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docker/Dockerfile
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@ -3,7 +3,7 @@
# Image is CUDA-optimized for YOLOv8 single/multi-GPU training and inference # Image is CUDA-optimized for YOLOv8 single/multi-GPU training and inference
# Start FROM PyTorch image https://hub.docker.com/r/pytorch/pytorch or nvcr.io/nvidia/pytorch:23.03-py3 # Start FROM PyTorch image https://hub.docker.com/r/pytorch/pytorch or nvcr.io/nvidia/pytorch:23.03-py3
FROM pytorch/pytorch:2.0.0-cuda11.7-cudnn8-runtime FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime
RUN pip install --no-cache nvidia-tensorrt --index-url https://pypi.ngc.nvidia.com RUN pip install --no-cache nvidia-tensorrt --index-url https://pypi.ngc.nvidia.com
# Downloads to user config dir # Downloads to user config dir
@ -31,6 +31,8 @@ ADD https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8n.pt /u
# Install pip packages # Install pip packages
RUN python3 -m pip install --upgrade pip wheel RUN python3 -m pip install --upgrade pip wheel
RUN pip install --no-cache -e . albumentations comet thop pycocotools onnx onnx-simplifier onnxruntime-gpu RUN pip install --no-cache -e . albumentations comet thop pycocotools onnx onnx-simplifier onnxruntime-gpu
# Avoid DDP error "MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library"
RUN pip install -U numpy
# Set environment variables # Set environment variables
ENV OMP_NUM_THREADS=1 ENV OMP_NUM_THREADS=1