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Merged
tylertitsworth merged 11 commits into from
Aug 14, 2024
Merged

update ipex layers to 2.1.40-xpu #305

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71660ae
update ipex layers to 2.1.40-xpu
sramakintel Aug 13, 2024
b801e3a
update readme
sramakintel Aug 13, 2024
23b43b2
revert tests
sramakintel Aug 13, 2024
0d1b0e3
Token Authentication enabled and tested for Torchserve workflow (#306)
sharvil10 Aug 13, 2024
4573190
correcy typo
sramakintel Aug 13, 2024
4557c88
test CI with no_proxy
sramakintel Aug 13, 2024
fd8659d
revert changes
sramakintel Aug 13, 2024
278f537
Bump the pytorch group across 1 directory with 14 updates (#309)
dependabot[bot] Aug 14, 2024
d7b6fc9
Update pytorch/README.md
sramakintel Aug 14, 2024
a2baa64
Merge branch 'main' into sramakr1/ipex_xpu_update
sramakintel Aug 14, 2024
cde6bab
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Aug 14, 2024
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18 changes: 4 additions & 14 deletions pytorch/Dockerfile
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Original file line number Diff line number Diff line change
Expand Up @@ -36,11 +36,6 @@ ARG PYTHON_VERSION
ARG PYTHON_BASE=${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER}-${BASE_IMAGE_NAME}-${BASE_IMAGE_TAG}-${PACKAGE_OPTION}-py${PYTHON_VERSION}-base
FROM ${PYTHON_BASE} AS ipex-base-pip

ARG IPEX_VERSION
ARG PYTORCH_VERSION
ARG TORCHAUDIO_VERSION
ARG TORCHVISION_VERSION

WORKDIR /
COPY requirements.txt .

Expand All @@ -49,11 +44,6 @@ RUN python -m pip install --no-cache-dir -r requirements.txt && \

FROM ${PYTHON_BASE} AS ipex-base-idp

ARG IPEX_VERSION
ARG PYTORCH_VERSION
ARG TORCHAUDIO_VERSION
ARG TORCHVISION_VERSION

WORKDIR /
COPY requirements.txt .

Expand Down Expand Up @@ -158,8 +148,8 @@ RUN apt-get update && \
rm -rf /var/lib/apt/lists/*

RUN wget -qO - https://repositories.intel.com/gpu/intel-graphics.key | \
gpg --dearmor --output /usr/share/keyrings/intel-graphics.gpg
RUN echo "deb [arch=amd64 signed-by=/usr/share/keyrings/intel-graphics.gpg] https://repositories.intel.com/gpu/ubuntu jammy/lts/2350 unified" | \
gpg --dearmor --yes --output /usr/share/keyrings/intel-graphics.gpg
RUN echo "deb [arch=amd64 signed-by=/usr/share/keyrings/intel-graphics.gpg] https://repositories.intel.com/gpu/ubuntu jammy unified" | \
tee /etc/apt/sources.list.d/intel-gpu-jammy.list

ARG ICD_VER
Expand All @@ -171,8 +161,8 @@ RUN apt-get update && \
apt-get install -y --no-install-recommends --fix-missing \
intel-opencl-icd=${ICD_VER} \
intel-level-zero-gpu=${LEVEL_ZERO_GPU_VER} \
level-zero=${LEVEL_ZERO_VER} \
level-zero-dev=${LEVEL_ZERO_DEV_VER} && \
libze1=${LEVEL_ZERO_VER} \
libze-dev=${LEVEL_ZERO_DEV_VER} && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*

Expand Down
18 changes: 12 additions & 6 deletions pytorch/README.md
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Expand Up @@ -24,6 +24,7 @@ The images below include support for both CPU and GPU optimizations:

| Tag(s) | Pytorch | IPEX | Driver | Dockerfile |
| ---------------------- | -------- | -------------- | ------ | --------------- |
| `2.1.40-xpu` | [v2.1.0] | [v2.1.40+xpu] | [914] | [v0.4.0-Beta] |
| `2.1.30-xpu` | [v2.1.0] | [v2.1.30+xpu] | [803] | [v0.4.0-Beta] |
| `2.1.20-xpu` | [v2.1.0] | [v2.1.20+xpu] | [803] | [v0.3.4] |
| `2.1.10-xpu` | [v2.1.0] | [v2.1.10+xpu] | [736] | [v0.2.3] |
Expand All @@ -36,7 +37,7 @@ docker run -it --rm \
--device /dev/dri \
-v /dev/dri/by-path:/dev/dri/by-path \
--ipc=host \
intel/intel-extension-for-pytorch:2.1.30-xpu
intel/intel-extension-for-pytorch:2.1.40-xpu
```

---
Expand All @@ -45,8 +46,9 @@ The images below additionally include [Jupyter Notebook](https://jupyter.org/) s

| Tag(s) | Pytorch | IPEX | Driver | Jupyter Port | Dockerfile |
| --------------------- | -------- | ------------- | ------ | ------------ | --------------- |
| `2.1.20-xpu-pip-jupyter` | [v2.1.0] | [v2.1.20+xpu] | [803] | `8888` | [v0.3.4] |
| `2.1.10-xpu-pip-jupyter` | [v2.1.0] | [v2.1.10+xpu] | [736] | `8888` | [v0.2.3] |
| `2.1.40-xpu-pip-jupyter` | [v2.1.0] | [v2.1.40+xpu] | [914] | `8888` | [v0.4.0-Beta] |
| `2.1.20-xpu-pip-jupyter` | [v2.1.0] | [v2.1.20+xpu] | [803] | `8888` | [v0.3.4] |
| `2.1.10-xpu-pip-jupyter` | [v2.1.0] | [v2.1.10+xpu] | [736] | `8888` | [v0.2.3] |

### Run the XPU Jupyter Container

Expand All @@ -55,7 +57,7 @@ docker run -it --rm \
-p 8888:8888 \
--device /dev/dri \
-v /dev/dri/by-path:/dev/dri/by-path \
intel/intel-extension-for-pytorch:2.1.20-xpu-pip-jupyter
intel/intel-extension-for-pytorch:2.1.40-xpu-pip-jupyter
```

After running the command above, copy the URL (something like `http://127.0.0.1:$PORT/?token=***`) into your browser to access the notebook server.
Expand Down Expand Up @@ -308,15 +310,17 @@ The images below are built only with CPU and GPU optimizations and include [Inte

| Tag(s) | Pytorch | IPEX | Driver | Dockerfile |
| ---------------- | -------- | ------------ | -------- | ------ |
| `2.1.40-xpu-idp-base` | [v2.1.0] | [v2.1.40+xpu] | [914] | [v0.4.0-Beta] |
| `2.1.30-xpu-idp-base` | [v2.1.0] | [v2.1.30+xpu] | [803] | [v0.4.0-Beta] |
| `2.1.10-xpu-idp-base` | [v2.1.0] | [v2.1.10+xpu] | [736] | [v0.2.3] |

The images below additionally include [Jupyter Notebook](https://jupyter.org/) server:

| Tag(s) | Pytorch | IPEX | Driver | Jupyter Port | Dockerfile |
| --------------------- | -------- | ------------- | ------ | ------------ | --------------- |
| `2.1.20-xpu-idp-jupyter` | [v2.1.0] | [v2.1.20+xpu] | [803] | `8888` | [v0.3.4] |
| `2.1.10-xpu-idp-jupyter` | [v2.1.0] | [v2.1.10+xpu] | [736] | `8888` | [v0.2.3] |
| `2.1.40-xpu-idp-jupyter` | [v2.1.0] | [v2.1.40+xpu] | [914] | `8888` | [v0.4.0-Beta] |
| `2.1.20-xpu-idp-jupyter` | [v2.1.0] | [v2.1.20+xpu] | [803] | `8888` | [v0.3.4] |
| `2.1.10-xpu-idp-jupyter` | [v2.1.0] | [v2.1.10+xpu] | [736] | `8888` | [v0.2.3] |

## Build from Source

Expand Down Expand Up @@ -382,6 +386,7 @@ It is the image user's responsibility to ensure that any use of The images below
[v0.2.3]: https://github.com/intel/ai-containers/blob/v0.2.3/pytorch/Dockerfile
[v0.1.0]: https://github.com/intel/ai-containers/blob/v0.1.0/pytorch/Dockerfile

[v2.1.40+xpu]: https://github.com/intel/intel-extension-for-pytorch/releases/tag/v2.1.40%2Bxpu
[v2.1.30+xpu]: https://github.com/intel/intel-extension-for-pytorch/releases/tag/v2.1.30%2Bxpu
[v2.1.20+xpu]: https://github.com/intel/intel-extension-for-pytorch/releases/tag/v2.1.20%2Bxpu
[v2.1.10+xpu]: https://github.com/intel/intel-extension-for-pytorch/releases/tag/v2.1.10%2Bxpu
Expand Down Expand Up @@ -419,6 +424,7 @@ It is the image user's responsibility to ensure that any use of The images below
<!-- HuggingFace transformers releases -->
[v4.44.0]: https://github.com/huggingface/transformers/releases/tag/v4.44.0

[914]: https://dgpu-docs.intel.com/releases/stable_914_33_20240730.html
[803]: https://dgpu-docs.intel.com/releases/LTS_803.29_20240131.html
[736]: https://dgpu-docs.intel.com/releases/stable_736_25_20231031.html
[647]: https://dgpu-docs.intel.com/releases/stable_647_21_20230714.html
Expand Down
58 changes: 25 additions & 33 deletions pytorch/docker-compose.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -94,38 +94,34 @@ services:
xpu:
build:
args:
CCL_VER: ${CCL_VER:-2021.12.0-309}
DPCPP_VER: ${DPCPP_VER:-2024.1.0-963}
ICD_VER: ${ICD_VER:-23.43.27642.40-803~22.04}
IPEX_XPU_VERSION: ${IPEX_VERSION:-2.1.20}
LEVEL_ZERO_DEV_VER: ${LEVEL_ZERO_DEV_VER:-1.14.0-744~22.04}
LEVEL_ZERO_GPU_VER: ${LEVEL_ZERO_GPU_VER:-1.3.27642.40-803~22.04}
LEVEL_ZERO_VER: ${LEVEL_ZERO_VER:-1.14.0-744~22.04}
MKL_VER: ${MKL_VER:-2024.1.0-691}
CCL_VER: ${CCL_VER:-2021.13.1-31}
DPCPP_VER: ${DPCPP_VER:-2024.2.1-1079}
ICD_VER: ${ICD_VER:-24.22.29735.27-914~22.04}
LEVEL_ZERO_DEV_VER: ${LEVEL_ZERO_DEV_VER:-1.17.6-914~22.04}
LEVEL_ZERO_GPU_VER: ${LEVEL_ZERO_GPU_VER:-1.3.29735.27-914~22.04}
LEVEL_ZERO_VER: ${LEVEL_ZERO_VER:-1.17.6-914~22.04}
MKL_VER: ${MKL_VER:-2024.2.1-103}
NO_PROXY: ''
ONECCL_VERSION: ${ONECCL_VERSION:-2.1.300}
PACKAGE_OPTION: ${PACKAGE_OPTION:-pip}
PYTORCH_XPU_VERSION: ${PYTORCH_VERSION:-2.1.0}
TORCHVISION_XPU_VERSION: ${TORCHVISION_VERSION:-0.16.0}
labels:
dependency.apt.build-essential: true
dependency.apt.clinfo: true
dependency.apt.git: true
dependency.apt.gnupg2: true
dependency.apt.gpg-agent: true
dependency.apt.intel-level-zero-gpu: ${LEVEL_ZERO_GPU_VER:-1.3.27642.40-803~22.04}
dependency.apt.intel-oneapi-runtime-ccl: ${CCL_VER:-2021.12.0-309}
dependency.apt.intel-oneapi-runtime-dpcpp-cpp: ${DPCPP_VER:-2024.1.0-963}
dependency.apt.intel-oneapi-runtime-mkl: ${MKL_VER:-2024.1.0-691}
dependency.apt.intel-level-zero-gpu: ${LEVEL_ZERO_GPU_VER:-1.3.29735.27-914~22.04}
dependency.apt.intel-oneapi-runtime-ccl: ${CCL_VER:-2021.13.1-31}
dependency.apt.intel-oneapi-runtime-dpcpp-cpp: ${DPCPP_VER:-2024.2.1-1079}
dependency.apt.intel-oneapi-runtime-mkl: ${MKL_VER:-2024.2.1-103}
dependency.apt.intel-opencl-icd: ${ICD_VER:-23.43.27642.40-803~22.04}
dependency.apt.level-zero: ${LEVEL_ZERO_VER:-1.14.0-744~22.04}
dependency.apt.level-zero-dev: ${LEVEL_ZERO_DEV_VER:-1.14.0-744~22.04}
dependency.apt.level-zero: ${LEVEL_ZERO_VER:-1.17.6-914~22.04}
dependency.apt.level-zero-dev: ${LEVEL_ZERO_DEV_VER:-1.17.6-914~22.04}
dependency.apt.rsync: true
dependency.apt.unzip: true
dependency.idp.pip: false
org.opencontainers.base.name: "intel/python:3.10-core"
org.opencontainers.image.title: "Intel® Extension for PyTorch XPU Base Image"
org.opencontainers.image.version: ${IPEX_VERSION:-2.1.20}-xpu-${PACKAGE_OPTION:-pip}-base
org.opencontainers.image.version: ${IPEX_VERSION:-2.1.40}-xpu-${PACKAGE_OPTION:-pip}-base
target: ipex-xpu-base
command: >
python -c "import torch;print(torch.device('xpu'));import
Expand All @@ -135,33 +131,29 @@ services:
{ipex.xpu.get_device_properties(i)}') for i in
range(ipex.xpu.device_count())];"
extends: ipex-base
image: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.1.30xpu}-xpu-base
image: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.1.40xpu}-xpu-base
xpu-jupyter:
build:
args:
CCL_VER: ${CCL_VER:-2021.12.0-309}
DPCPP_VER: ${DPCPP_VER:-2024.1.0-963}
ICD_VER: ${ICD_VER:-23.43.27642.40-803~22.04}
IPEX_XPU_VERSION: ${IPEX_VERSION:-2.1.20}
LEVEL_ZERO_DEV_VER: ${LEVEL_ZERO_DEV_VER:-1.14.0-744~22.04}
LEVEL_ZERO_GPU_VER: ${LEVEL_ZERO_GPU_VER:-1.3.27642.40-803~22.04}
LEVEL_ZERO_VER: ${LEVEL_ZERO_VER:-1.14.0-744~22.04}
MKL_VER: ${MKL_VER:-2024.1.0-691}
CCL_VER: ${CCL_VER:-2021.13.1-31}
DPCPP_VER: ${DPCPP_VER:-2024.2.1-1079}
ICD_VER: ${ICD_VER:-24.22.29735.27-914~22.04}
LEVEL_ZERO_DEV_VER: ${LEVEL_ZERO_DEV_VER:-1.17.6-914~22.04}
LEVEL_ZERO_GPU_VER: ${LEVEL_ZERO_GPU_VER:-1.3.29735.27-914~22.04}
LEVEL_ZERO_VER: ${LEVEL_ZERO_VER:-1.17.6-914~22.04}
MKL_VER: ${MKL_VER:-2024.2.1-103}
NO_PROXY: ''
ONECCL_VERSION: ${ONECCL_VERSION:-2.1.200}
PACKAGE_OPTION: ${PACKAGE_OPTION:-pip}
PYTORCH_XPU_VERSION: ${PYTORCH_VERSION:-2.1.0}
TORCHVISION_XPU_VERSION: ${TORCHVISION_VERSION:-0.16.0}
labels:
dependency.python.pip: jupyter-requirements.txt
org.opencontainers.base.name: "intel/intel-optimized-pytorch:${IPEX_VERSION:-2.1.20}-xpu-${PACKAGE_OPTION:-pip}-base"
org.opencontainers.base.name: "intel/intel-optimized-pytorch:${IPEX_VERSION:-2.1.40}-xpu-${PACKAGE_OPTION:-pip}-base"
org.opencontainers.image.title: "Intel® Extension for PyTorch XPU Jupyter Image"
org.opencontainers.image.version: ${IPEX_VERSION:-2.1.20}-xpu-${PACKAGE_OPTION:-pip}-jupyter
org.opencontainers.image.version: ${IPEX_VERSION:-2.1.40}-xpu-${PACKAGE_OPTION:-pip}-jupyter
target: ipex-xpu-jupyter
command: >
bash -c "python -m jupyter --version"
extends: ipex-base
image: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.1.30xpu}-xpu-jupyter
image: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.1.40xpu}-xpu-jupyter
ports:
- 8888:8888
torchserve:
Expand Down
8 changes: 4 additions & 4 deletions pytorch/tests/tests.yaml
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Expand Up @@ -16,14 +16,14 @@ import-ipex-cpu-${PACKAGE_OPTION:-pip}:
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.4.0}-base
cmd: python -c "import torch;import intel_extension_for_pytorch as ipex;print(f'torch {torch.__version__} ipex {ipex.__version__}')"
import-ipex-xpu-${PACKAGE_OPTION:-pip}:
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.1.30xpu}-xpu-base
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.1.40xpu}-xpu-base
cmd: python -c "import torch; import intel_extension_for_pytorch as ipex;[print(f'[{i}] {torch.xpu.get_device_properties(i)}') for i in range(torch.xpu.device_count())];"
device: ["/dev/dri"]
import-cpu-jupyter-${PACKAGE_OPTION:-pip}:
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.4.0}-jupyter
cmd: python -m jupyter --version
import-xpu-jupyter-${PACKAGE_OPTION:-pip}:
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.1.30xpu}-xpu-jupyter
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.1.40xpu}-xpu-jupyter
cmd: python -m jupyter --version
device: ["/dev/dri"]
import-cpu-oneccl-${PACKAGE_OPTION:-pip}:
Expand All @@ -46,14 +46,14 @@ ipex-cpu-${PACKAGE_OPTION:-pip}:
- dst: /tests
src: $PWD/pytorch/tests
ipex-xpu-${PACKAGE_OPTION:-pip}:
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.1.30xpu}-xpu-base
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.1.40xpu}-xpu-base
cmd: python /tests/ipex-resnet50.py --ipex --device xpu
device: ["/dev/dri"]
volumes:
- dst: /tests
src: $PWD/pytorch/tests
ipex-xpu-jupyter-${PACKAGE_OPTION:-pip}:
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.1.30xpu}-xpu-jupyter
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-ipex-${IPEX_VERSION:-2.1.40xpu}-xpu-jupyter
cmd: papermill --log-output /jupyter/xpu.ipynb -k python3
device: ["/dev/dri"]
notebook: True
Expand Down
15 changes: 8 additions & 7 deletions pytorch/xpu-requirements.txt
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@@ -1,7 +1,8 @@
torch==2.1.0.post2+cxx11.abi
torchvision==0.16.0.post2+cxx11.abi
torchaudio==2.1.0.post2+cxx11.abi
intel_extension_for_pytorch==2.1.30+xpu
oneccl_bind_pt==2.1.300+xpu
--extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
setuptools==71.1.0
torch==2.1.0.post3+cxx11.abi
torchvision==0.16.0.post3+cxx11.abi
torchaudio==2.1.0.post3+cxx11.abi
intel_extension_for_pytorch==2.1.40+xpu
oneccl_bind_pt==2.1.400+xpu
--extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us
setuptools==69.5.1
numpy==1.26.4