Compute Library 22.11 is out! - Acl-dev

25 Nov 2022


      Hello,
The 22.11 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/v22.11
Release v22.11 · ARM-software/ComputeLibraryhttps://github.com/ARM-software/ComputeLibrary/releases/tag/v22.11
Public major release Documentation (API, changelogs, build guide, contribution guide, errata, etc.) available here: https://arm-software.github.io/ComputeLibrary/v22.11/
github.comhttp://github.com/
Highlights of the release:
*   New features:
     *   Add new experimental dynamic fusion API.
     *   Add CPU batch matrix multiplication with adj_x = false and adj_y = false for FP32.
     *   Add CPU MeanStdDevNorm for QASYMM8.
     *   Add CPU and GPU GELU activation function for FP32 and FP16.
     *   Add CPU swish activation function for FP32 and FP16.
  *   Performance optimizations:
     *   Optimize CPU bilinear scale for FP32, FP16, QASYMM8, QASYMM8_SIGNED, U8 and S8.
     *   Optimize CPU activation functions using LUT-based implementation:
        *   Sigmoid function for QASYMM8 and QASYMM8_SIGNED.
        *   Hard swish function for QASYMM8_SIGNED.
     *   Optimize CPU addition for QASYMM8 and QASYMM8_SIGNED using fixed-point arithmetic.
     *   Optimize CPU multiplication, subtraction and activation layers by considering tensors as 1D.
     *   Optimize GPU depthwise convolution kernel and heuristic.
     *   Optimize GPU Conv2d heuristic.
     *   Optimize CPU MeanStdDevNorm for FP16.
     *   Optimize CPU tanh activation function for FP16 using rational approximation.
  *   Improve GPU GeMMLowp start-up time.
  *   Various optimizations and bug fixes.
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