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Pin dependency versions in Dockerfile.tpu #9898

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Pin dependency versions in Dockerfile.tpu #9898

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73813db
Pin dockerfile
richardsliu Oct 31, 2024
cb6716f
fix manual installation
richardsliu Nov 1, 2024
09752d7
Merge branch 'vllm-project:main' into main
richardsliu Nov 2, 2024
7485b16
Merge branch 'vllm-project:main' into main
richardsliu Nov 4, 2024
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12 changes: 7 additions & 5 deletions Dockerfile.tpu
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Expand Up @@ -9,11 +9,13 @@ RUN apt-get update && apt-get install -y \
git \
ffmpeg libsm6 libxext6 libgl1

# Install the TPU and Pallas dependencies.
RUN --mount=type=cache,target=/root/.cache/pip \
python3 -m pip install torch_xla[tpu] -f https://storage.googleapis.com/libtpu-releases/index.html
RUN --mount=type=cache,target=/root/.cache/pip \
python3 -m pip install torch_xla[pallas] -f https://storage.googleapis.com/jax-releases/jax_nightly_releases.html -f https://storage.googleapis.com/jax-releases/jaxlib_nightly_releases.html
# Install PyTorch and PyTorch XLA.
RUN pip install --pre torch==2.6.0.dev20241028+cpu torchvision==0.20.0.dev20241028+cpu --index-url https://download.pytorch.org/whl/nightly/cpu
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why do we need to install a cpu version first?

RUN pip install 'torch_xla[tpu] @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch_xla-2.6.0.dev-cp310-cp310-linux_x86_64.whl' -f https://storage.googleapis.com/libtpu-releases/index.html

# Install JAX and Pallas.
RUN pip install torch_xla[pallas] -f https://storage.googleapis.com/jax-releases/jax_nightly_releases.html -f https://storage.googleapis.com/jax-releases/jaxlib_nightly_releases.html
RUN pip install jaxlib==0.4.32.dev20240829 jax==0.4.32.dev20240829 -f https://storage.googleapis.com/jax-releases/jax_nightly_releases.html -f https://storage.googleapis.com/jax-releases/jaxlib_nightly_releases.html

# Build vLLM.
COPY . .
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8 changes: 3 additions & 5 deletions docs/source/getting_started/tpu-installation.rst
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Expand Up @@ -188,14 +188,12 @@ First, install the dependencies:
$ pip uninstall torch torch-xla -y

$ # Install PyTorch and PyTorch XLA.
$ export DATE="20241017"
$ export TORCH_VERSION="2.6.0"
$ pip install https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch-${TORCH_VERSION}.dev${DATE}-cp310-cp310-linux_x86_64.whl
$ pip install https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch_xla-${TORCH_VERSION}.dev${DATE}-cp310-cp310-linux_x86_64.whl
$ pip install --pre torch==2.6.0.dev20241028+cpu torchvision==0.20.0.dev20241028+cpu --index-url https://download.pytorch.org/whl/nightly/cpu
$ pip install 'torch_xla[tpu] @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch_xla-2.6.0.dev-cp310-cp310-linux_x86_64.whl' -f https://storage.googleapis.com/libtpu-releases/index.html

$ # Install JAX and Pallas.
$ pip install torch_xla[tpu] -f https://storage.googleapis.com/libtpu-releases/index.html
$ pip install torch_xla[pallas] -f https://storage.googleapis.com/jax-releases/jax_nightly_releases.html -f https://storage.googleapis.com/jax-releases/jaxlib_nightly_releases.html
$ pip install jaxlib==0.4.32.dev20240829 jax==0.4.32.dev20240829 -f https://storage.googleapis.com/jax-releases/jax_nightly_releases.html -f https://storage.googleapis.com/jax-releases/jaxlib_nightly_releases.html

$ # Install other build dependencies.
$ pip install -r requirements-tpu.txt
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