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/ComputeLibrary<https://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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