Updated dockerfile.

This commit is contained in:
Daniel
2024-12-19 14:01:07 +01:00
parent 2ad20549f2
commit db47a8af6a

View File

@ -1,4 +1,4 @@
FROM nvcr.io/nvidia/pytorch:24.10-py3
FROM nvcr.io/nvidia/tensorrt:24.10-py3
ARG DEBIAN_FRONTEND=noninteractive
ENV LANG=C.UTF-8
@ -15,31 +15,16 @@ RUN apt-get update && apt-get install -y --no-install-recommends python3-tk
# Update pip to allow installation of skelda in editable mode
RUN pip3 install --upgrade --no-cache-dir pip
# Install MMPose
ENV FORCE_CUDA="1"
ENV MMCV_WITH_OPS=1
RUN pip3 install --upgrade --no-cache-dir openmim
RUN mim install mmengine
RUN mim install "mmcv>=2,<2.2.0"
RUN mim install "mmdet>=3"
RUN mim install "mmpose>=1.1.0"
# Fix an error when importing mmpose
RUN pip3 install --upgrade --no-cache-dir "numpy<2" scipy
RUN git clone --depth=1 --branch=main https://github.com/open-mmlab/mmpose.git
# Download pretrained model
COPY scripts/utils_2d_pose.py /
RUN python3 -c "from utils_2d_pose import load_model; load_model();"
RUN python3 -c "from utils_2d_pose import load_wb_model; load_wb_model();"
# Fix an undefined symbol error with ompi
RUN echo "ldconfig" >> ~/.bashrc
# Install swig and later dependencies
RUN apt-get update && apt-get install -y --no-install-recommends build-essential
RUN apt-get update && apt-get install -y --no-install-recommends swig
RUN apt-get update && apt-get install -y --no-install-recommends libopencv-dev
# Install ONNX runtime
RUN pip3 install --upgrade --no-cache-dir onnxruntime-gpu
# Install skelda
RUN pip3 install --upgrade --no-cache-dir scipy
COPY ./skelda/ /skelda/
RUN pip3 install --no-cache-dir -e /skelda/