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FROM python:3.10-slim-buster | ||
LABEL maintainer="[email protected]" | ||
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RUN apt-get update && apt install -y --no-install-recommends git python3-pip libglfw3 libglfw3-dev | ||
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WORKDIR /usr/src/app | ||
COPY requirements.txt ./ | ||
RUN pip install --no-cache-dir --upgrade pip && \ | ||
pip install --no-cache-dir -r requirements.txt | ||
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ENTRYPOINT ["python"] |
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# metaworld-jax | ||
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A base Dockerfile containing all the required dependencies for running my Metaworld RL experiments with JAX. | ||
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Includes: | ||
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- [email protected] | ||
- CUDA & cuDNN for GPU acceleration. | ||
- (TEMPORARY) Custom versions of Metaworld and Multi-task Cleanrl. | ||
- JAX, Flax and Orbax. | ||
- Pytorch/tensorboard/wandb for logging. |
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# Jax | ||
jax[cuda12_pip]==0.4.31 | ||
flax==0.8.5 | ||
distrax==0.1.5 | ||
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# Metaworld | ||
metaworld @ git+https://github.com/rainx0r/Metaworld.git@f131964 | ||
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# Pytorch CPU for logging | ||
torch==2.4.0 | ||
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# Logging | ||
wandb==0.17.6 | ||
tensorboard==2.17.1 | ||
orbax-checkpoint @ git+https://github.com/google/orbax/@2ce2fb27f9786442b08ba14c8767c460dd6e8a0a#subdirectory=checkpoint | ||
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