Dockerfile

FROM nvidia/cuda:12.4.1-cudnn-runtime-ubuntu22.04

ENV DEBIAN_FRONTEND=noninteractive \
    PYTHONDONTWRITEBYTECODE=1 \
    PYTHONUNBUFFERED=1 \
    PIP_NO_CACHE_DIR=1 \
    HF_HOME=/workspace/.cache/huggingface \
    TRANSFORMERS_CACHE=/workspace/.cache/huggingface \
    TORCH_HOME=/workspace/.cache/torch

RUN apt-get update && apt-get install -y --no-install-recommends \
    python3 \
    python3-pip \
    python3-dev \
    git \
    git-lfs \
    build-essential \
    libglib2.0-0 \
    libsm6 \
    libxext6 \
    libxrender1 \
    libgl1 \
    && rm -rf /var/lib/apt/lists/*

RUN python3 -m pip install --upgrade pip setuptools wheel

WORKDIR /workspace/T-Stitch

COPY requirements.txt /tmp/requirements.txt

RUN python3 -m pip install \
    torch \
    torchvision \
    torchaudio \
    --index-url https://download.pytorch.org/whl/cu124

RUN python3 -m pip install -r /tmp/requirements.txt && \
    python3 -m pip install \
    timm \
    tensorboard \
    scipy \
    socksio \
    datasets \
    sentencepiece

COPY . /workspace/T-Stitch

RUN mkdir -p /workspace/T-Stitch/pretrained_models /workspace/T-Stitch/.cache/huggingface

CMD ["/bin/bash"]