Hello,

The 22.08 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/v22.08

Release v22.08 · ARM-software/ComputeLibraryhttps://github.com/ARM-software/ComputeLibrary/releases/tag/v22.05

Public major release Documentation (API, changelogs, build guide, contribution guide, errata, etc.) available here: https://arm-software.github.io/ComputeLibrary/v22.08/

Highlights of the release:

* Add Dynamic Fusion of Elementwise Operators: Div, Floor, Add. * Optimize the gemm_reshaped_rhs_nly_nt OpenCL kernel using the arm_matrix_multiply extension available for Arm® Mali™-G715 and Arm® Mali™-G615. * Add support for the arm_matrix_multiply extension in the gemmlowp_mm_reshaped_only_rhs_t OpenCL kernel. * Expand GPUTarget list with missing Mali™ GPUs product names: G57, G68, G78AE, G610, G510, G310. * Extend the direct convolution 2d interface to configure the block size. * Update ClConv2D heuristic to use direct convolution. * Use official Khronos® OpenCL extensions: * Add cl_khr_integer_dot_product extension support. * Add support of OpenCL 3.0 non-uniform workgroup.

* Cpu performance optimizations: * Add LUT-based implementation of Hard Swish and Leaky ReLU activation function for aarch64 build. * Optimize Add layer by considering the input tensors as 1D array.

* Add fixed-format BF16, FP16 and FP32 Neon™ GEMM kernels to support variable weights. * Add experimental support for native builds for Windows on Arm®. * Build flag interpretation change: arch=armv8.6-a now translates to -march=armv8.6-a CXX flag instead of march=armv8.2-a + explicit selection of feature extensions. * armv7a with Android build will no longer be tested or maintained.

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