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Dockerfile

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-FROM nvidia/cuda:12.4.0-runtime-ubuntu22.04
-LABEL maintainer="Bingchen Zhao"
-LABEL repository="Semanticist"
-
-ENV DEBIAN_FRONTEND=noninteractive
-
-RUN apt-get -y update \
-    && apt-get install -y software-properties-common \
-    && add-apt-repository ppa:deadsnakes/ppa
-
-RUN apt install -y bash \
-    build-essential \
-    git \
-    git-lfs \
-    curl \
-    ca-certificates \
-    libsndfile1-dev \
-    libgl1 \
-    python3.10 \
-    python3.10-dev \
-    python3-pip \
-    python3.10-venv rsync sudo tmux && \
-    rm -rf /var/lib/apt/lists
-
-# make sure to use venv
-RUN python3.10 -m venv /opt/venv
-ENV PATH="/opt/venv/bin:$PATH"
-
-# pre-install the heavy dependencies (these can later be overridden by the deps from setup.py)
-RUN python3.10 -m pip install --no-cache-dir --upgrade pip uv==0.1.11 && \
-    python3.10 -m uv pip install --no-cache-dir \
-    torch \
-    torchvision \
-    torchaudio \
-    invisible_watermark && \
-    python3.10 -m pip install --no-cache-dir \
-    accelerate \
-    datasets \
-    hf-doc-builder \
-    huggingface-hub \
-    hf_transfer \
-    Jinja2 \
-    librosa \
-    numpy==1.26.4 \
-    scipy \
-    tensorboard \
-    transformers \
-    pytorch-lightning matplotlib \
-    hf_transfer
-
-# start Semanticist part
-COPY . /work/Semanticist
-WORKDIR /work/Semanticist
-RUN ls && python3.10 -m pip install -r req_min.txt && \
-    python3.10 -m pip install git+https://github.com/cocodataset/panopticapi.git
-
-CMD ["/bin/bash"]
-# docker run -it --rm --runtime=nvidia --gpus all xx/xx:xx