Hello,

The v23.11 release of Compute Library is out and comes with a collection of improvements and new features.

Source code and prebuilt binaries are available at:

https://github.com/ARM-software/ComputeLibrary/releases/tag/v23.11



[https://opengraph.githubassets.com/9c6e9733a1038ab714edff3a08a9589bd88d70f30...]https://github.com/ARM-software/ComputeLibrary/releases/tag/v23.11

Release v23.11 · ARM-software/ComputeLibraryhttps://github.com/ARM-software/ComputeLibrary/releases/tag/v23.11

Public major release Documentation (API, changelogs, build guide, contribution guide, errata, etc.) available here: https://arm-software.github.io/ComputeLibrary/v23.11

github.com

Highlights of the release:

- New features

- Add support for input data type U64/S64 in CLCast and NECast.

- Add support for output data type S64 in NEArgMinMaxLayer and CLArgMinMaxLayer

- Port the following kernels in the experimental Dynamic Fusion interface to use the new Compute Kernel Writer interface:

- experimental::dynamic_fusion::GpuCkwResize

- experimental::dynamic_fusion::GpuCkwPool2d

- experimental::dynamic_fusion::GpuCkwDepthwiseConv2d

- experimental::dynamic_fusion::GpuCkwMatMul

- Add support for OpenCL™ comand buffer with mutable dispatch extension.

- Add support for Arm® Cortex®-A520 and Arm® Cortex®-R82.

- Add support for negative axis values and inverted axis values in arm_compute::NEReverse and arm_compute::CLReverse.

- Add new OpenCL™ kernels:

- opencl::kernels::ClMatMulLowpNativeMMULKernel support for QASYMM8 and QASYMM8_SIGNED, with batch support

- Performance optimizations:

- Optimize cpu::CpuReshape

- Optimize opencl::ClTranspose

- Optimize NEStackLayer

- Optimize CLReductionOperation.

- Optimize CLSoftmaxLayer.

- Optimize start-up time of NEConvolutionLayer for some input configurations where GeMM is selected as the convolution algorithm

- Reduce CPU Overhead by optimal flushing of CL kernels.

- Deprecate support for Bfloat16 in cpu::CpuCast.

- Support for U32 axis in arm_compute::NEReverse and arm_compute::CLReverse will be deprecated in 24.02.

- Remove legacy PostOps interface. PostOps was the experimental interface for kernel fusion and is replaced by the new Dynamic Fusion interface.

- Update OpenCL™ API headers to v2023.04.17.

Thanks

ACL

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