FROM ubuntu:20.04 LABEL maintainer="Hugging Face" LABEL repository="diffusers" ENV DEBIAN_FRONTEND=noninteractive RUN apt update && \ apt install -y bash \ build-essential \ git \ git-lfs \ curl \ ca-certificates \ libsndfile1-dev \ python3.8 \ python3-pip \ python3.8-venv && \ rm -rf /var/lib/apt/lists # make sure to use venv RUN python3 -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) # follow the instructions here: https://cloud.google.com/tpu/docs/run-in-container#train_a_jax_model_in_a_docker_container RUN python3 -m pip install --no-cache-dir --upgrade pip && \ python3 -m pip install --no-cache-dir \ "jax[tpu]>=0.2.16,!=0.3.2" \ -f https://storage.googleapis.com/jax-releases/libtpu_releases.html && \ python3 -m pip install --upgrade --no-cache-dir \ clu \ "flax>=0.4.1" \ "jaxlib>=0.1.65" && \ python3 -m pip install --no-cache-dir \ accelerate \ datasets \ hf-doc-builder \ huggingface-hub \ Jinja2 \ librosa \ numpy \ scipy \ tensorboard \ transformers CMD ["/bin/bash"]