From 74931dd4d1d235cc62c38529eab5b01252dc144f Mon Sep 17 00:00:00 2001 From: Viet-Hoa Do Date: Fri, 11 Nov 2022 11:29:50 +0000 Subject: Add release notes for 22.11 Partially resolves: COMPMID-5548 Signed-off-by: Viet-Hoa Do Change-Id: I8d26dc871dfa83af2cf06e4e3997f5331235ff36 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8607 Reviewed-by: SiCong Li Reviewed-by: Jakub Sujak Reviewed-by: Pablo Marquez Tello Reviewed-by: Gunes Bayir Comments-Addressed: Arm Jenkins Tested-by: Arm Jenkins Benchmark: Arm Jenkins --- docs/user_guide/release_version_and_change_log.dox | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/docs/user_guide/release_version_and_change_log.dox b/docs/user_guide/release_version_and_change_log.dox index 8fb143c22a..045c9f25cd 100644 --- a/docs/user_guide/release_version_and_change_log.dox +++ b/docs/user_guide/release_version_and_change_log.dox @@ -41,6 +41,27 @@ If there is more than one release in a month then an extra sequential number is @section S2_2_changelog Changelog +v22.11 Public major release + - New features: + - Add new experimental dynamic fusion API. + - Add support for CPU and GPU batch matrix multiplication with adj_x = false and adj_y = false. + - 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. + v22.08 Public major release - Various bug fixes. - Disable unsafe FP optimizations causing accuracy issues in: -- cgit v1.2.1