Hello,

The 23.05 release of Compute Library is out and comes with a collection of improvements and new features.

Source code and prebuilt binaries are available at:

Release v23.05 · ARM-software/ComputeLibraryhttps://github.com/ARM-software/ComputeLibrary/releases/tag/v23.05

Public major release Documentation (API, changelogs, build guide, contribution guide, errata, etc.) available here: https://arm-software.github.io/ComputeLibrary/v23.05/

Highlights of the release:

- New features:

* Add new Arm® Neon™ kernels / functions: * NEMatMul for QASYMM8, QASYMM8_SIGNED, FP32 and FP16, with batch support. * NEReorderLayer (aarch64 only) * Add new OpenCL™ kernels / functions: * CLMatMul support for QASYMM8, QASYMM8_SIGNED, FP32 and FP16, with batch support. * Add support for the multiple dimensions in the indices parameter for both the Arm® Neon™ and OpenCL™ implementations of the Gather Layer. * Add support for dynamic weights in CLFullyConnectedLayer and NEFullyConnectedLayer for all data types. * Add support for cropping in the Arm® Neon™ and OpenCL™: implementations of the BatchToSpace Layer for all data types. * Add support for quantized data types for the ElementwiseUnary Operators for Arm® Neon™. * Implement RSQRT for quantized data types on OpenCL™. * Add FP16 depthwise convolution kernels for SME2.

- Performance optimizations:

* Improve CLTuner exhaustive mode tuning time.

- Deprecate dynamic block shape in NEBatchToSpaceLayer and CLBatchToSpaceLayer. - Various optimizations and bug fixes.

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