Implementation of the Code

plz check my docker file


FROM nvidia/cuda:11.3.1-cudnn8-devel-ubuntu20.04

# Set up environment variables for non-interactive installations
ENV DEBIAN_FRONTEND=noninteractive

# Update and install necessary packages
RUN apt-get update && yes | apt-get upgrade
RUN apt-get install -y wget pkg-config

# Additional package installations
ENV APT_INSTALL="apt-get install -y --no-install-recommends"

RUN apt-get update && $APT_INSTALL \
    build-essential \
    cmake \
    git \
    openssh-client \
    curl \
    vim-gtk \
    tmux \
    zip \
    unzip \
    ca-certificates \
    libjpeg-dev \
    libopenexr-dev \
    libpng-dev \
    sudo

# Python and pip installations
RUN $APT_INSTALL python3 python3-pip python3-dev python3-tk python3-pil.imagetk python3-setuptools

# Install Miniconda
RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O Miniconda3-latest-Linux-x86_64.sh && \
    bash Miniconda3-latest-Linux-x86_64.sh -b -p /opt/conda && \
    rm Miniconda3-latest-Linux-x86_64.sh

# Set conda path
ENV PATH=/opt/conda/bin:$PATH

# Initialize conda and create environment
RUN /opt/conda/bin/conda init bash && \
    /bin/bash -c "source /opt/conda/etc/profile.d/conda.sh && conda create -y --name myenv python=3.9"

# Activate conda environment and install PyTorch
RUN /bin/bash -c "source /opt/conda/etc/profile.d/conda.sh && \
    conda activate myenv && \
    conda install -y pytorch==1.12.1 torchvision==0.13.1 torchaudio==0.12.1 cudatoolkit=11.3 -c pytorch"

# Upgrade pip and install additional Python packages
RUN /bin/bash -c "source /opt/conda/etc/profile.d/conda.sh && \
    conda activate myenv && \
    python -m pip install --upgrade pip && \
    python -m pip install \
    opencv-python \
    scikit-image \
    matplotlib \
    imageio \
    black \
    isort \
    comet_ml \
    scikit-learn \
    pandas \
    transforms3d"

# Copy the build and install script into the image
# COPY build_and_install.sh /pointillism/build_and_install.sh

# Ensure the build and install script has executable permissions
# RUN chmod +x /pointillism/build_and_install.sh

# Set the entry point to run the build and install script
ENTRYPOINT ["/pointillism/build_and_install.sh"]

you may uninstall all the cuda and python from your system

then change the iou3d source code update the two cpp files iou3d.cpp and roipool3d.cpp, where ".data" should be ".data_ptr" and "AT_CHECK" should be "TORCH_CHECK" then, try the install in build_and_install.sh

Kshitizbansal / pointillism_rp_net

Implementation of the Code #3