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Switch to libtpu package from the libtpu-wheels registry (#8409)
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tengyifei authored Dec 4, 2024
1 parent b66c249 commit ae17298
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2 changes: 1 addition & 1 deletion .github/workflows/_tpu_ci.yml
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Expand Up @@ -25,7 +25,7 @@ jobs:
pip install rich
# Jax nightly is needed for pallas tests.
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 torch_xla[tpu] -f https://storage.googleapis.com/libtpu-releases/index.html
pip install torch_xla[tpu] -f https://storage.googleapis.com/libtpu-wheels/index.html -f https://storage.googleapis.com/libtpu-releases/index.html
pip install --upgrade protobuf
- name: Run Tests
env:
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4 changes: 3 additions & 1 deletion CONTRIBUTING.md
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Expand Up @@ -63,7 +63,9 @@ We recommend you to use our prebuilt Docker image to start your development work
cd pytorch/xla
python setup.py develop
# Optional: if you're using TPU, install libtpu
pip install torch_xla[tpu] -f https://storage.googleapis.com/libtpu-releases/index.html
pip install torch_xla[tpu] \
-f https://storage.googleapis.com/libtpu-wheels/index.html \
-f https://storage.googleapis.com/libtpu-releases/index.html
```

* Test your build
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8 changes: 5 additions & 3 deletions README.md
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Expand Up @@ -26,14 +26,14 @@ started:
To install PyTorch/XLA stable build in a new TPU VM:

```
pip install torch~=2.5.0 torch_xla[tpu]~=2.5.0 -f https://storage.googleapis.com/libtpu-releases/index.html
pip install torch~=2.5.0 torch_xla[tpu]~=2.5.0 -f https://storage.googleapis.com/libtpu-releases/index.html -f https://storage.googleapis.com/libtpu-wheels/index.html
```

To install PyTorch/XLA nightly build in a new TPU VM:

```
pip3 install --pre torch torchvision --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
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 -f https://storage.googleapis.com/libtpu-wheels/index.html
```

### GPU Plugin
Expand Down Expand Up @@ -147,7 +147,9 @@ can now install the main build with `pip install torch_xla`. To also install the
Cloud TPU plugin corresponding to your installed `torch_xla`, install the optional `tpu` dependencies after installing the main build with

```
pip install torch_xla[tpu] -f https://storage.googleapis.com/libtpu-releases/index.html
pip install torch_xla[tpu] \
-f https://storage.googleapis.com/libtpu-wheels/index.html \
-f https://storage.googleapis.com/libtpu-releases/index.html
```

GPU and nightly builds are available in our public GCS bucket.
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4 changes: 3 additions & 1 deletion docs/source/contribute/configure-environment.md
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Expand Up @@ -87,7 +87,9 @@ via the Command Palette (`Python: Create Environment`).
Install the latest PyTorch and PyTorch/XLA releases:

``` bash
pip install numpy torch torch_xla[tpu] -f https://storage.googleapis.com/libtpu-releases/index.html
pip install numpy torch torch_xla[tpu] \
-f https://storage.googleapis.com/libtpu-wheels/index.html \
-f https://storage.googleapis.com/libtpu-releases/index.html
```

Create a file `test.py`:
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2 changes: 1 addition & 1 deletion infra/ansible/roles/build_plugin/tasks/main.yaml
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Expand Up @@ -28,5 +28,5 @@
- name: Install libtpu
ansible.builtin.pip:
name: torch_xla[tpu]
extra_args: -f https://storage.googleapis.com/libtpu-releases/index.html
extra_args: -f https://storage.googleapis.com/libtpu-releases/index.html -f https://storage.googleapis.com/libtpu-wheels/index.html
when: accelerator == "tpuvm"
4 changes: 3 additions & 1 deletion scripts/build_developer.sh
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Expand Up @@ -23,7 +23,9 @@ python3 setup.py develop

# libtpu is needed to talk to the TPUs. If TPUs are not present,
# installing this wouldn't hurt either.
pip install torch_xla[tpu] -f https://storage.googleapis.com/libtpu-releases/index.html
pip install torch_xla[tpu] \
-f https://storage.googleapis.com/libtpu-wheels/index.html \
-f https://storage.googleapis.com/libtpu-releases/index.html

# Test that the library is installed correctly.
python3 -c 'import torch_xla as xla; print(xla.device())'
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4 changes: 3 additions & 1 deletion scripts/build_torch_wheels.sh
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Expand Up @@ -280,7 +280,9 @@ function build_and_install_torch_xla() {
python setup.py bdist_wheel
pip install dist/*.whl
if [ "$TPUVM_MODE" == "1" ]; then
pip install torch_xla[tpu] -f https://storage.googleapis.com/libtpu-releases/index.html
pip install torch_xla[tpu] \
-f https://storage.googleapis.com/libtpu-wheels/index.html \
-f https://storage.googleapis.com/libtpu-releases/index.html
sudo apt-get install -y google-perftools
fi

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14 changes: 10 additions & 4 deletions setup.py
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Expand Up @@ -65,8 +65,8 @@
base_dir = os.path.dirname(os.path.abspath(__file__))

_date = '20241122'
_libtpu_version = f'0.1.dev{_date}'
_libtpu_storage_path = f'https://storage.googleapis.com/libtpu-nightly-releases/wheels/libtpu-nightly/libtpu_nightly-{_libtpu_version}+nightly-py3-none-any.whl'
_libtpu_version = f'0.0.5.dev{_date}'
_libtpu_storage_path = f'https://storage.googleapis.com/libtpu-nightly-releases/wheels/libtpu/libtpu-{_libtpu_version}+nightly-py3-none-linux_x86_64.whl'
_jax_version = f'0.4.36.dev{_date}'


Expand Down Expand Up @@ -312,8 +312,14 @@ def run(self):
},
extras_require={
# On Cloud TPU VM install with:
# pip install torch_xla[tpu] -f https://storage.googleapis.com/libtpu-releases/index.html
'tpu': [f'libtpu-nightly=={_libtpu_version}', 'tpu-info'],
# pip install torch_xla[tpu] -f https://storage.googleapis.com/libtpu-wheels/index.html -f https://storage.googleapis.com/libtpu-releases/index.html
'tpu': [
f'libtpu=={_libtpu_version}',
'tpu-info',
# This special version removes `libtpu.so` from any `libtpu-nightly` installations,
# since we have migrated to using the `libtpu.so` from the `libtpu` package.
"libtpu-nightly==0.1.dev20241010+nightly.cleanup"
],
# 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
'pallas': [f'jaxlib=={_jax_version}', f'jax=={_jax_version}'],
},
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