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https://github.com/intel/torch-xpu-ops
https://github.com/intel/torch-xpu-ops
Last synced: 14 days ago
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- Host: GitHub
- URL: https://github.com/intel/torch-xpu-ops
- Owner: intel
- License: apache-2.0
- Created: 2024-02-05T23:41:22.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2024-10-29T08:41:27.000Z (15 days ago)
- Last Synced: 2024-10-29T09:27:53.516Z (15 days ago)
- Language: C++
- Size: 3.74 MB
- Stars: 28
- Watchers: 11
- Forks: 20
- Open Issues: 193
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Security: SECURITY.md
Awesome Lists containing this project
README
# Torch XPU Operators*
===========================
Torch XPU Operators* implements PyTorch ATen operators for Intel GPU devices, aiming to agilely support PyTroch ATen operations and buffer these operations for Intel GPU upstreaming . For more details, refer to [SYCL kernels for ATen Operators RFC](https://github.com/pytorch/pytorch/issues/114835) for more details.
## 1. Overview
* SYCL Implementation for XPU Operators: The Operators in this staging branch will finally be upstreamed to PyTorch for Intel GPU.
## 2. Requirements
#### Hardware Requirements
Verified Hardware Platforms:
* Intel® Data Center GPU Max Series, Driver Version: [803](https://dgpu-docs.intel.com/releases/LTS_803.29_20240131.html)
#### Software Requirements
* Ubuntu 22.04, SUSE Linux Enterprise Server(SLES) 15 SP4
* Intel® Data Center GPU Max Series
* Intel® oneAPI Base Toolkit 2024.0
#### Install Intel GPU Drivers
|OS|Intel GPU|Install Intel GPU Driver|
|-|-|-|
|Ubuntu 22.04, SLES 15 SP4|Intel® Data Center GPU Max Series| Refer to the [Installation Guides](https://dgpu-docs.intel.com/installation-guides/index.html#intel-data-center-gpu-max-series) for latest driver installation. If install the verified Intel® Data Center GPU Max Series/Intel® Data Center GPU Flex Series [803](https://dgpu-docs.intel.com/releases/LTS_803.29_20240131.html), please append the specific version after components, such as `sudo apt-get install intel-opencl-icd==23.43.27642.38-803~22.04`|
#### Install oneAPI Base Toolkit Packages
Need to install components of Intel® oneAPI Base Toolkit:
* Intel® oneAPI DPC++ Compiler
* Intel® oneAPI Math Kernel Library (oneMKL)
* Intel® oneAPI Threading Building Blocks (TBB), dependency of DPC++ Compiler.
```bash
wget https://registrationcenter-download.intel.com/akdlm//IRC_NAS/20f4e6a1-6b0b-4752-b8c1-e5eacba10e01/l_BaseKit_p_2024.0.0.49564.sh
# 2 components are necessary: DPC++/C++ Compiler and oneMKL
sudo sh l_BaseKit_p_2024.0.0.49564.sh
# Source OneAPI environment
source /opt/intel/oneapi/compiler/2024.0/env/vars.sh
```
## 3. Build
Need to built this project as a submodule of PyTorch, after install Intel GPU Driver and oneAPI Base Toolkit Packages.
```bash
# Setup PyTorch source project. torch-xpu-ops is included by default.
python setup.py install
```
## 4. Security
See Intel's [Security Center](https://www.intel.com/content/www/us/en/security-center/default.html) for information on how to report a potential security issue or vulnerability.
See also: [Security Policy](SECURITY.md)
## 5. License
[Apache License 2.0](LICENSE)