-------------------------------------------------------------------------------- Fedora Update Notification FEDORA-2023-34ee5fba4e 2023-05-13 02:26:00.550596 -------------------------------------------------------------------------------- Name : onednn Product : Fedora 38 Version : 3.1 Release : 1.fc38 URL : https://github.com/oneapi-src/oneDNN/ Summary : oneAPI Deep Neural Network Library Description : oneAPI Deep Neural Network Library (oneDNN) is an open-source cross-platform performance library of basic building blocks for deep learning applications. oneDNN is part of oneAPI. The library is optimized for Intel(R) Architecture Processors, Intel Graphics, and Arm* 64-bit Architecture (AArch64)-based processors. oneDNN has experimental support for the following architectures: NVIDIA* GPU, OpenPOWER* Power ISA (PPC64), IBMz* (s390x), and RISC-V. oneDNN is intended for deep learning applications and framework developers interested in improving application performance on Intel CPUs and GPUs. -------------------------------------------------------------------------------- Update Information: Update to 3.1: Performance Optimizations Intel Architecture Processors: Improved performance for 4th generation Intel Xeon Scalable processor (formerly Sapphire Rapids). Introduced initial optimizations for future Intel Xeon Scalable processor (code name Sierra Forest). The functionality is disabled by default and should be enabled via CPU dispatcher control. Intel Graphics Products: Improved performance for Intel Data Center GPU Max Series (formerly Ponte Vecchio). Improved performance for Intel Arc graphics (formerly Alchemist and DG2) and Intel Data Center GPU Flex Series (formerly Arctic Sound-M). Improved concat primitive performance with per-argument scales on Intel GPUs. AArch64-based Processors: Improved layer normalization primitive performance with Compute Library for the Arm Architecture (ACL). AMD GPUs: Introduced optimized matmul implementation. RISC-V-based Processors: Improved pooling primitive performance for processors with RISC-V vector extension (RVV) support. Functionality Enabled Graph API as a production feature. Graph API is intended to simplify oneDNN integration into frameworks. Added an option to zero-out weight gradient in RNN primitive. See details in corresponding RFC. [experimental] Added support for sparse memory and dense by sparse matrix-matrix multiplication support in the matmul primitive. The functionality is supported on processors with Intel AVX2 and Intel AVX-512 instruction support. Introduced out-of-order queues support for OpenCL runtime. See the OpenCL Interoperability section in the Developer Guide for more details. Added support for the non-zero alpha parameter in the batch normalization ReLU post-op on Intel GPUs. Enabled the layer normalization primitive with f64 datatype support on Intel GPUs. Added support of per-argument scales in matmul, convolution, inner product, and reorder primitives on NVIDIA GPUs. Validation Extended benchdnn with functional and performance validation for Graph API. Breaking Changes Builds with OpenCL runtime will fail unless Graph API is disabled with ONEDNN_BUILD_GRAPH=OFF. Known Issues and Limitations Graph API constant cache feature is disabled with SYCL CPU runtime due to an issue with the oneAPI DPC++ Compiler runtime. This will result in lower performance for some scenarios. -------------------------------------------------------------------------------- ChangeLog: * Thu May 4 2023 Nicolas Chauvet <kwizart@xxxxxxxxx> - 3.1-1 - Update to 3.1 * Mon Mar 6 2023 Ali Erdinc Koroglu <aekoroglu@xxxxxxxxxxxxxxxxx> - 3.0.1-2 - oneDNN did not migrate the latest fujitsu/xbyak_aarch64 yet * Mon Mar 6 2023 Ali Erdinc Koroglu <aekoroglu@xxxxxxxxxxxxxxxxx> - 3.0.1-1 - Update to 3.0.1 -------------------------------------------------------------------------------- This update can be installed with the "dnf" update program. Use su -c 'dnf upgrade --advisory FEDORA-2023-34ee5fba4e' at the command line. For more information, refer to the dnf documentation available at http://dnf.readthedocs.io/en/latest/command_ref.html#upgrade-command-label All packages are signed with the Fedora Project GPG key. More details on the GPG keys used by the Fedora Project can be found at https://fedoraproject.org/keys -------------------------------------------------------------------------------- _______________________________________________ package-announce mailing list -- package-announce@xxxxxxxxxxxxxxxxxxxxxxx To unsubscribe send an email to package-announce-leave@xxxxxxxxxxxxxxxxxxxxxxx Fedora Code of Conduct: https://docs.fedoraproject.org/en-US/project/code-of-conduct/ List Guidelines: https://fedoraproject.org/wiki/Mailing_list_guidelines List Archives: https://lists.fedoraproject.org/archives/list/package-announce@xxxxxxxxxxxxxxxxxxxxxxx Do not reply to spam, report it: https://pagure.io/fedora-infrastructure/new_issue
