AMD distributes and supports wheel files for selected Python libraries ensuring optimal performance on AMD Zen processors.
- NumPy with AOCL
- SciPy with AOCL
- PyTorch with AOCL
- NumExpr with AOCL
- SciPy Sparse Extension with AOCL
Highlights of release 5.3 on AMD Zen CPU Architecture
- Enhanced PyTorch performance with AOCL
- Improved NumPy and SciPy performance with AOCL
- New Python Package: NumExpr with AOCL-LibM
- SciPy Sparse Extension with AOCL
- Support for updated Python packages, including:
- PyTorch 2.5.0, 2.6.0 (new) and 2.7.0 (new)
- NumPy 2.1.3 and 2.2.3 (new)
- SciPy 1.14.1 and 1.15.1 (new)
- NumExpr 2.11.0 and 2.12.1 (new)
- SciPy Sparse Extension with AOCL 0.1.0 verified with above SciPy and NumPy versions
Release Notes
- AOCL-BLAS, AOCL-LAPACK, AOCL-LibM, AOCL-Sparse are compiled with GCC-14.2 and AOCC-5.2.
- Compatible for OS with GLIBC 2.28 or later.
- Supported Python versions: Python 3.13 (new), Python 3.12, Python 3.11.
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 with AOCL-5.3 - compiled with GCC-13.3.1 | |||||||
| File Name | Python Library Version | Python Version | Size | Launch Date | OS | Bitness | Description |
| numpy-2.2.3-cp311-cp311-linux_x86_64.whl | 2.2.3 | 3.11 | 23MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 99b023e5aad180935a7ef796723e27d132abaf26471294d22b9b2e03425c39d6 |
| numpy-2.2.3-cp312-cp312-linux_x86_64.whl | 2.2.3 | 3.12 | 22MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 06931f9c56ad69fc6450a7c652ba0db6089efcc68b129a3836931c22483cd02b |
| numpy-2.2.3-cp313-cp313-linux_x86_64.whl | 2.2.3 | 3.13 | 22MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 1a47e2734d0cffe4bfe16ba875431d07692c74c13a0051197637e14189bff763 |
| numpy-2.1.3-cp311-cp311-linux_x86_64.whl | 2.1.3 | 3.11 | 23MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: c2e035bfbb06682588b76f22b59439ff9d964308a1190d22f3b97ac6055c55d5 |
| numpy-2.1.3-cp312-cp312-linux_x86_64.whl | 2.1.3 | 3.12 | 22MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 1b59c6caa089c91c1e07dcc148df4a5693a89c7f94aa2e0711f1221f41363a30 |
| numpy-2.1.3-cp313-cp313-linux_x86_64.whl | 2.1.3 | 3.11 | 22MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 381ff0996544fd487b535c6641b0361f77d5c2408bc0c81f457e63c0e83bd621 |
| NumPy with AOCL-5.3 - compiled with AOCC-5.2 | |||||||
| File Name | Python Library Version | Python Version | Size | Launch Date | OS | Bitness | Description |
| numpy-2.2.3-cp311-cp311-linux_x86_64.whl | 2.2.3 | 3.11 | 19MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 26eec85abf6731d5d342ea70cf7ee4d6f20b18b1ddd83ab7b0cb01dd448892d6 |
| numpy-2.2.3-cp312-cp312-linux_x86_64.whl | 2.2.3 | 3.12 | 19MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 68317b23b0dfc7ed8e04962342410cfd8f8aa0919c166ed9bd64e1ff239e785b |
| numpy-2.2.3-cp313-cp313-linux_x86_64.whl | 2.2.3 | 3.13 | 19MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 17b49d5d68d3b73caded959fcfbed8c12131f6b31471c12f87ad232342117931 |
| numpy-2.1.3-cp311-cp311-linux_x86_64.whl | 2.1.3 | 3.11 | 19MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 3a99bf90ae75886ecd2012f7777b739f85b04fb20032a923a35f307d81aabb79 |
| numpy-2.1.3-cp312-cp312-linux_x86_64.whl | 2.1.3 | 3.12 | 19MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 472fd2dd0e616c4bf2c9a97c0fa2e889106cb80759e7b8a4ba17456444622727 |
| numpy-2.1.3-cp313-cp313-linux_x86_64.whl | 2.1.3 | 3.13 | 19MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 2870594c49f1f61c86fc7f060bab151560d2b87d94d4643e900e17970fab34b9 |
| SciPy with AOCL-5.3 - compiled with GCC-13.3.1 | |||||||
| File Name | Python Library Version | Python Version | Size | Launch Date | OS | Bitness | Description |
| scipy-1.15.1-cp311-cp311-linux_x86_64.whl | 1.15.1 | 3.11 | 41MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 50860bdbef582f9f22c23dcc60f7ef9e5d5e0c89698617de351abad81443e64d |
| scipy-1.15.1-cp312-cp312-linux_x86_64.whl | 1.15.1 | 3.12 | 41MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 9f54e66cceb82f98f0345c57bf4de5fb4e2fceba5f706c89a1d7c93a79d91921 |
| scipy-1.15.1-cp313-cp313-linux_x86_64.whl | 1.15.1 | 3.13 | 41MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: be244a1a00be22f0abbb024faec29c4d29f3f529ca4c3bc069bf1c7fbe6bb5af |
| scipy-1.14.1-cp311-cp311-linux_x86_64.whl | 1.14.1 | 3.11 | 39MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 689e84c27a535735516b204b094eb7dd2f04b98537ce58eeea5615e2225897d2 |
| scipy-1.14.1-cp312-cp312-linux_x86_64.whl | 1.14.1 | 3.12 | 39MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 2d359ec94849167799e4536380f4369d475c91c9bd8887ea634a52f9bc9ac0cb |
| scipy-1.14.1-cp313-cp313-linux_x86_64.whl | 1.14.1 | 3.13 | 39MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 56d87d789a2cef07113fe53cc4733b940f8250f7a977fe1d619012c5c8fe1680 |
| SciPy with AOCL-5.3 - compiled with AOCC-5.2 | |||||||
| File Name | Python Library Version | Python Version | Size | Launch Date | OS | Bitness | Description |
| scipy-1.15.1-cp311-cp311-linux_x86_64.whl | 1.15.1 | 3.11 | 43MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 488212bf0028f697681bb95cfcfb027cb88108b1f4ccda6646adacf856803805 |
| scipy-1.15.1-cp312-cp312-linux_x86_64.whl | 1.15.1 | 3.12 | 43MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: f38291f338f899355e6011da51080f6b67cad20b6aa108010cf834cad2d5826e |
| scipy-1.15.1-cp313-cp313-linux_x86_64.whl | 1.15.1 | 3.13 | 43MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: c28b91de876fa3e9aa3517a1d56341c5f19277906c7c5f87154b76b1e95c3509 |
| scipy-1.14.1-cp311-cp311-linux_x86_64.whl | 1.14.1 | 3.11 | 41MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: bec35ebe5672a11c8e8b36919dcfdf6e9bfe61fe271be554afcbc572b63524f6 |
| scipy-1.14.1-cp312-cp312-linux_x86_64.whl | 1.14.1 | 3.12 | 41MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: e37b7d237cada0a90e61dbce4597b10dae7b4c44b8dd4874b0d85ceac4675120 |
| scipy-1.14.1-cp313-cp313-linux_x86_64.whl | 1.14.1 | 3.13 | 40MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: fddd5e3f283c2e12f80462c321020310304ac6cf1619d134efa0fe43ab76dc42 |
| PyTorch with AOCL-5.3 - compiled with GCC-13.3.1 | |||||||
| File Name | Python Library Version | Python Version | Size | Launch Date | OS | Bitness | Description |
| torch-2.7.0-cp311-cp311-linux_x86_64.whl | 2.7.0 | 3.11 | 158MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: e3982b16c0019988e9d89d3591145ce6228ab12728af682a115f7c5ef82eee87 |
| torch-2.7.0-cp312-cp312-linux_x86_64.whl | 2.7.0 | 3.12 | 158MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: f4151f9d70fdcf8e35dc30ef4ccadb268795d0d13721ed28810c72e0a8a3172c |
| torch-2.6.0-cp311-cp311-linux_x86_64.whl | 2.6.0 | 3.11 | 156MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 721354400d4e81d9e4fbe1b6c4fe5cd2a73bb908e62ad53c273d02f1b8c2de76 |
| torch-2.6.0-cp312-cp312-linux_x86_64.whl | 2.6.0 | 3.12 | 156MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 3069a0b70bcb947c5cad4e4656ae9de67ac1f6e5b407dfbe8da633c9c1bd18de |
| torch-2.5.0-cp311-cp311-linux_x86_64.whl | 2.5.0 | 3.11 | 153MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 5ad8d975a7e61c6750a38a98230b2b258181c46c530bf934f59e740630262e19 |
| torch-2.5.0-cp312-cp312-linux_x86_64.whl | 2.5.0 | 3.12 | 153MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 2867cdc89c88d8e73f5873195a30586dad06c1af1891d793e25ec01f13b1bcb2 |
| PyTorch with AOCL-5.3 - compiled with AOCC-5.2 | |||||||
| File Name | Python Library Version | Python Version | Size | Launch Date | OS | Bitness | Description |
| torch-2.7.0-cp311-cp311-linux_x86_64.whl | 2.7.0 | 3.11 | 152MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 22b0576175cf8466a0264962796738c8a9cee1a8ea4769c6d65a557667214bbb |
| torch-2.7.0-cp312-cp312-linux_x86_64.whl | 2.7.0 | 3.12 | 152MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: c41845e89a3653d5f9f2083e050accac42ff99e38edf350ddbfd4459ef07e567 |
| torch-2.6.0-cp311-cp311-linux_x86_64.whl | 2.6.0 | 3.11 | 150MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: a57e63cebfe3bbb755c47d795516ae37dfb0ad715e0443352d0538d38e7abb10 |
| torch-2.6.0-cp312-cp312-linux_x86_64.whl | 2.6.0 | 3.12 | 150MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 60364b14b1ce1bab148a18260df94571e9d749fdbea43a9ee80bb462f2d7d60c |
| torch-2.5.0-cp311-cp311-linux_x86_64.whl | 2.5.0 | 3.11 | 146MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 61e7cdc72aee3de3f0b81f9deda8039e0873da1e7748ed046a5fabe05f678170 |
| torch-2.5.0-cp312-cp312-linux_x86_64.whl | 2.5.0 | 3.12 | 146MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: fa9daca018b89e41a012668e3f2dd2c5414057b228b588358e547348a863e3fc |
| SciPy Sparse Extension with AOCL-5.3 - compiled with GCC13.3.1 | |||||||
| File Name | Python Library Version | Python Version | Size | Launch Date | OS | Bitness | Description |
| aocl_sparse-0.1.0-cp311-cp311-linux_x86_64.whl | 0.1.0 | 3.11 | 15MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 26044832285e332cf3a7d298c13e1ded8d65809d7f8264f1f2b80d634a3a4807 |
| aocl_sparse-0.1.0-cp312-cp312-linux_x86_64.whl | 0.1.0 | 3.12 | 15MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: ac16568252c02a0ae93e9fc215b107bba7a5a014e94a078a9de986ad2ba9d847 |
| aocl_sparse-0.1.0-cp313-cp313-linux_x86_64.whl | 0.1.0 | 3.13 | 15MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 8c73b8164ff9aa2eea524c7eda405257158f080e0abfdc596d6cffed0075688c |
| NumExpr with AOCL-5.3 - compiled with GCC-13.3.1 | |||||||
| File Name | Python Library Version | Python Version | Size | Launch Date | OS | Bitness | Description |
| numexpr-2.12.1-cp311-cp311-linux_x86_64.whl | 2.12.1 | 3.11 | 1.7MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: adc79c316b5a4d51aff2fdb1c1c8e6bb69f6a6776202921c570974474dbadc32 |
| numexpr-2.12.1-cp312-cp312-linux_x86_64.whl | 2.12.1 | 3.12 | 1.7MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: b56ec5c1728c4db32e56ccbba8c92aa046201d8ab07d2a715b9533b1fabd4d1c |
| numexpr-2.12.1-cp313-cp313-linux_x86_64.whl | 2.12.1 | 3.13 | 1.7MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 96b3967aa418fb9198573bd2cfa70764d4084267d49e4b1b8b471bbc1448a8e4 |
| numexpr-2.11.0-cp311-cp311-linux_x86_64.whl | 2.11.0 | 3.11 | 1.6MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 7be1a81dd00c36239f46ad25a1c456ee3f256e804d54db87af356b1112d48eb2 |
| numexpr-2.11.0-cp312-cp312-linux_x86_64.whl | 2.11.0 | 3.12 | 1.6MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 3b224743e70f71ca2bc9b4856201a0adc082038eb03109b2784972f9c2e8ea96 |
| numexpr-2.11.0-cp313-cp313-linux_x86_64.whl | 2.11.0 | 3.13 | 1.6MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 57a099d629980f01c150cf25da922b1887df723d7310ea66aa12633fdd02183e |
| NumExpr with AOCL-5.3 - compiled with AOCC-5.2 | |||||||
| File Name | Python Library Version | Python Version | Size | Launch Date | OS | Bitness | Description |
| numexpr-2.12.1-cp311-cp311-linux_x86_64.whl | 2.12.1 | 3.11 | 1.5MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 289eff5998aec0fb3ad6b8d198164237a22b284838f2d44033b6996b1bd25ab6 |
| numexpr-2.12.1-cp312-cp312-linux_x86_64.whl | 2.12.1 | 3.12 | 1.5MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 8f1d2839c7ce25424ba2f189604c06bc83346b4356f3e39d6814e7609699cfa6 |
| numexpr-2.12.1-cp313-cp313-linux_x86_64.whl | 2.12.1 | 3.13 | 1.5MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: ba14aa0b2003df8a1d62a4ec118c5bf3cb4c001935a0e1f6b1225504d334d7d5 |
| numexpr-2.11.0-cp311-cp311-linux_x86_64.whl | 2.11.0 | 3.11 | 1.5MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 22781080af3d9aa774209b63d434c3b120fb75574352f303f8ca43c6758c1913 |
| numexpr-2.11.0-cp312-cp312-linux_x86_64.whl | 2.11.0 | 3.12 | 1.5MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 88cd1147482a5c54dde0b5f5f589e61f5ff0a7544e06f2dc562b34317aa08410 |
| numexpr-2.11.0-cp313-cp313-linux_x86_64.whl | 2.11.0 | 3.13 | 1.5MB | 5/18/26 | Rocky8.x, Rocky 9.x, Ubuntu 22.04 | 64-bit | sha256 Checksum: 0fb9a8c1aa5e5503f896399511089a20377ac4fdb8d622f5278bdf2f89d52f87 |