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ARG BASE=nvidia/cuda:12.6.2-devel-ubuntu22.04
FROM ${BASE} AS hamer
# Install OS dependencies:
RUN apt-get update && apt-get upgrade -y
RUN apt-get install -y --no-install-recommends --fix-missing \
gcc g++ \
make \
python3 python3-dev python3-pip python3-venv python3-wheel \
espeak-ng libsndfile1-dev \
git \
wget \
ffmpeg \
libsm6 libxext6 \
libglfw3-dev libgles2-mesa-dev \
&& rm -rf /var/lib/apt/lists/*
# Install hamer:
WORKDIR /app
# Create virtual environment:
RUN python3 -m venv /opt/venv
# Add virtual environment to PATH
ENV PATH="/opt/venv/bin:$PATH"
# Activate virtual environment and install dependencies:
# REVIEW: We need to install/upgrade wheel and setuptools first because otherwise installation fails:
RUN --mount=type=cache,target=/root/.cache/pip \
pip install --upgrade wheel setuptools
# Install torch and torchvision:
RUN --mount=type=cache,target=/root/.cache/pip \
pip install torch==2.2.0 torchvision==0.17.0 --index-url https://download.pytorch.org/whl/cu118
# REVIEW: Numpy is installed separately because otherwise installation fails:
RUN --mount=type=cache,target=/root/.cache/pip \
pip install numpy
# Install gdown (used for fetching scripts):
RUN --mount=type=cache,target=/root/.cache/pip \
pip install gdown
# Install third-party dependencies ViTPose:
COPY third-party/ third-party/
RUN --mount=type=cache,target=/root/.cache/pip \
pip install -v -e third-party/ViTPose
# Install project dependencies:
COPY . .
# Install hamer:
RUN --mount=type=cache,target=/root/.cache/pip \
pip install -e .[all]
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