AMD provides wheel files for select Python libraries ensuring optimal performance on AMD Zen CPU processors.
- NumPy with AOCL
- SciPy with AOCL
- PyTorch with AOCL
Highlights of release 5.1 on AMD Zen CPU Architecture
- Enhanced PyTorch performance with AOCL (AMD Optimized CPU Libraries)
- Improved NumPy and SciPy performance with AOCL
- Support for updated Python packages, including::
- PyTorch 2.5.0 and 2.4.0
- NumPy 2.1.3 and 1.26.4
- SciPy 1.14 and 1.13.1
Release Notes
- Ubuntu 22 support added
- AOCL-BLAS and AOCL-LAPACK are compiled with GCC
- Compatible for OS with GLIBC 2.28 or later
- Supported Python versions: Python 3.12 and Python 3.11
Known Issues
- On SciPy, a precision difference has been observed for `TestVectorNorms::test_stable`. The test failed due to SciPy implementation of the assertion rather than an actual error with AOCL-BLAS computation.
Resources and Technical Support
Documentation
Python Libraries with AOCL User Guide
To learn more about the AOCL Data Analytics patch for scikit-learn, visit the AOCL Data-Analytics page.
Support
For support options, refer to Technical Support.
AMD Community
For moderated forums, refer to the AMD community.
Download with End User License Agreement
NumPy
File Name
Python Library Version
Python Version
Size
Launch Date
OS
Bitness
Description
numpy-2.1.3-cp311-cp311-linux_x86_64.whl
2.1.3
3.11
21MB
6/04/2025
Rocky8.x, Rocky 9.x, Ubuntu 22.04
64-bit
GCC compiled NumPy-2.1.3 with AOCL-5.1
sha256 Checksum: 8e96365dc3ed096afff2ea20c155a0d61dc0ba3cadf9ce50967a18f768c08fd5
numpy-2.1.3-cp312-cp312-linux_x86_64.whl
2.1.3
3.12
21MB
6/04/2025
Rocky8.x, Rocky 9.x, Ubuntu 22.04
64-bit
GCC compiled NumPy-2.1.3 with AOCL-5.1
sha256 Checksum: 52c1073d3097fe594768cfbc553ec606a98569801945d55c4fcbb0f381183834
numpy-1.26.4-cp311-cp311-linux_x86_64.whl
1.26.4
3.11
20MB
6/04/2025
Rocky8.x, Rocky 9.x, Ubuntu 22.04
64-bit
GCC compiled NumPy-1.26.4 with AOCL-5.1
sha256 Checksum: e67defc8f33dbdd0d4531e8acf7d681bbb8044844c8bac8574b72fd6a5bfcbaf
numpy-1.26.4-cp312-cp312-linux_x86_64.whl
1.26.4
3.12
20MB
6/04/2025
Rocky8.x, Rocky 9.x, Ubuntu 22.04
64-bit
GCC compiled NumPy-1.26.4 with AOCL-5.1
sha256 Checksum: bf0c8d7b3c9e073913f76d5ab410ee4c8cc872a15ef5621f6b1c1be20e328991
SciPy
File Name
Python Library Version
Python Version
Size
Launch Date
OS
Bitness
Description
scipy-1.14.1-cp311-cp311-linux_x86_64.whl
1.14.1
3.11
41MB
6/04/2025
Rocky8.x, Rocky 9.x, Ubuntu 22.04
64-bit
GCC compiled SciPy-1.14.1 with AOCL-5.1
sha256 Checksum: cc04e7bacf941e1f5109e8a5822fd00f2369c13e4abbf541d51eb7f5f9a3c378
scipy-1.14.1-cp312-cp312-linux_x86_64.whl
1.14.1
3.12
41MB
6/04/2025
Rocky8.x, Rocky 9.x, Ubuntu 22.04
64-bit
GCC compiled SciPy-1.14.1 with AOCL-5.1
sha256 Checksum: 4780e4efd284dbb91eb7fc0f80fc78ebde29340242156dc5245f8ae506a4d86b
scipy-1.13.1-cp311-cp311-linux_x86_64.whl
1.13.1
3.11
40MB
6/04/2025
Rocky8.x, Rocky 9.x, Ubuntu 22.04
64-bit
GCC compiled SciPy-1.13.1 with AOCL-5.1
sha256 Checksum: b6a0c83cec9aaa7aaea8bde30ea783ad4d5510bc16f06c6f77d35227ff93d118
scipy-1.13.1-cp312-cp312-linux_x86_64.whl
1.13.1
3.12
40MB
6/04/2025
Rocky8.x, Rocky 9.x, Ubuntu 22.04
64-bit
GCC compiled SciPy-1.13.1 with AOCL-5.1
sha256 Checksum: b37e62be9856b64267fb647747ff823377ff878618fdcf4cd6a35e6425036260
PyTorch
File Name
Python Library Version
Python Version
Size
Launch Date
OS
Bitness
Description
torch-2.5.0a0-cp311-cp311-linux_x86_64.whl
2.5.0
3.11
153MB
6/04/2025
Rocky8.x, Rocky 9.x, Ubuntu 22.04
64-bit
GCC compiled Pytorch-2.5.0 with AOCL-5.1
sha256 Checksum: 64136b5811edec308db80ad60190963880ce666e9306e818fead92435c719474
torch-2.5.0a0-cp312-cp312-linux_x86_64.whl
2.5.0
3.12
153MB
6/04/2025
Rocky8.x, Rocky 9.x, Ubuntu 22.04
64-bit
GCC compiled Pytorch2.5.0 with AOCL-5.1
sha256 Checksum: 891e8e72d4519ceea7b6c9d2d3a306e10dd3ba7fe69039e6a25235075847ad80
torch-2.4.0a0-cp311-cp311-linux_x86_64.whl
2.4.0
3.11
150MB
6/04/2025
Rocky8.x, Rocky 9.x, Ubuntu 22.04
64-bit
GCC compiled Pytorch2.4.0 with AOCL-5.1
sha256 Checksum: 420bbd9d5c06389f261bbc9be4f8affc05194488f74e15854357badc75b3be39
torch-2.4.0a0-cp312-cp312-linux_x86_64.whl
2.4.0
3.12
150MB
6/04/2025
Rocky8.x, Rocky 9.x, Ubuntu 22.04
64-bit
GCC compiled Pytorch2.4.0 with AOCL-5.1
sha256 Checksum: 5efb0e46d53e4232697579a3edeff741ee1722b9bc9dbce5ad72e5bb0d2b5911