Update README

- Update change log.
- Update main branch warnings.

Resolves: COMPMID-5265

Change-Id: I571e56e46562af1a6959904b8181cbd6b6c069b9
Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7585
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Sheri Zhang <sheri.zhang@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
diff --git a/README.md b/README.md
index 51b7b72..22602a5 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,13 @@
 
 > **⚠ Important**
-> Starting from the next release (22.05): 'master' branch will be changed to 'main' following our inclusive language update, more information [here](https://arm-software.github.io/ComputeLibrary/latest/contribution_guidelines.xhtml#S5_0_inc_lang).
+> From this release (22.05): 'master' branch has been replaced with 'main' following our inclusive language update, more information [here](https://arm-software.github.io/ComputeLibrary/latest/contribution_guidelines.xhtml#S5_0_inc_lang).
 
 <br>
 <div align="center">
  <img src="https://raw.githubusercontent.com/ARM-software/ComputeLibrary/gh-pages/ACL_logo.png"/><br><br>
 </div>
 
-# Compute Library ![](https://img.shields.io/badge/latest_release-22.02-green)
+# Compute Library ![](https://img.shields.io/badge/latest_release-22.05-green)
 
 
 The Compute Library is a collection of low-level machine learning functions optimized for Arm® Cortex®-A and Arm® Mali™ GPUs architectures.<br>
@@ -35,7 +35,7 @@
 <br>
 
 ## Documentation
-[![Documentation](https://img.shields.io/badge/documentation-22.02-green)](https://arm-software.github.io/ComputeLibrary/latest)
+[![Documentation](https://img.shields.io/badge/documentation-22.05-green)](https://arm-software.github.io/ComputeLibrary/latest)
 
 > Note: The documentation includes the reference API, changelogs, build guide, contribution guide, errata, etc.
 
@@ -48,21 +48,21 @@
 
 | Platform    | Operating System | Release archive (Download) |
 | ----------- | ----------- | ----------- |
-| Raspberry Pi 4 | Linux 32bit | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-armv7a-neon.tar.gz) |
-| Raspberry Pi 4 | Linux 64bit | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-arm64-v8a-neon.tar.gz) |
-| Odroid N2 | Linux 64bit | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-arm64-v8a-neon-cl.tar.gz) |
-| HiKey960 | Linux 64bit | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-arm64-v8a-neon-cl.tar.gz) |
+| Raspberry Pi 4 | Linux 32bit | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-armv7a-neon.tar.gz) |
+| Raspberry Pi 4 | Linux 64bit | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-arm64-v8a-neon.tar.gz) |
+| Odroid N2 | Linux 64bit | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-arm64-v8a-neon-cl.tar.gz) |
+| HiKey960 | Linux 64bit | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-arm64-v8a-neon-cl.tar.gz) |
 
 <br>
 
 | Architecture    | Operating System | Release archive (Download) |
 | ----------- | ----------- | ----------- |
-| armv7 | Android | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-android-armv7a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-android-armv7a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-android-armv7a-neon-cl.tar.gz) |
-| armv7 | Linux | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-armv7a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-armv7a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-armv7a-neon-cl.tar.gz) |
-| arm64-v8a | Android | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-android-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-android-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-android-arm64-v8a-neon-cl.tar.gz) |
-| arm64-v8a | Linux | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-arm64-v8a-neon-cl.tar.gz) |
-| arm64-v8.2-a | Android | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-android-arm64-v8.2-a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-android-arm64-v8.2-a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-android-arm64-v8.2-a-neon-cl.tar.gz) |
-| arm64-v8.2-a | Linux | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-arm64-v8.2-a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-arm64-v8.2-a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.02/arm_compute-v22.02-bin-linux-arm64-v8.2-a-neon-cl.tar.gz) |
+| armv7 | Android | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-android-armv7a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-android-armv7a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-android-armv7a-neon-cl.tar.gz) |
+| armv7 | Linux | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-armv7a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-armv7a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-armv7a-neon-cl.tar.gz) |
+| arm64-v8a | Android | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-android-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-android-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-android-arm64-v8a-neon-cl.tar.gz) |
+| arm64-v8a | Linux | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-arm64-v8a-neon-cl.tar.gz) |
+| arm64-v8.2-a | Android | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-android-arm64-v8.2-a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-android-arm64-v8.2-a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-android-arm64-v8.2-a-neon-cl.tar.gz) |
+| arm64-v8.2-a | Linux | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-arm64-v8.2-a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-arm64-v8.2-a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.05/arm_compute-v22.05-bin-linux-arm64-v8.2-a-neon-cl.tar.gz) |
 
 <br>
 
diff --git a/docs/contributor_guide/contribution_guidelines.dox b/docs/contributor_guide/contribution_guidelines.dox
index 487abf4..02d8495 100644
--- a/docs/contributor_guide/contribution_guidelines.dox
+++ b/docs/contributor_guide/contribution_guidelines.dox
@@ -42,7 +42,7 @@
 Please also follow this guideline when committing changes to Compute Library.
 It is worth mentioning that the term "master" is still used in some comments but only in reference to external code links that Arm has no governance on.
 
-Futhermore, starting from next release (22.05), 'master' branch will no longer be used, it will be replaced by 'main'. Please update your clone jobs accordingly.
+Futhermore, starting from this release (22.05), 'master' branch will no longer be used, it has been replaced by 'main'. Please update your clone jobs accordingly.
 @section S5_1_coding_standards Coding standards and guidelines
 
 Best practices (as suggested by clang-tidy):
diff --git a/docs/user_guide/release_version_and_change_log.dox b/docs/user_guide/release_version_and_change_log.dox
index 2f44ad7..3632b27 100644
--- a/docs/user_guide/release_version_and_change_log.dox
+++ b/docs/user_guide/release_version_and_change_log.dox
@@ -37,10 +37,32 @@
 	v17.04 (First release of April 2017)
 
 @note We're aiming at releasing one major public release with new features per quarter. All releases in between will only contain bug fixes.
-@note Starting from next release (22.05), 'master' branch will no longer be used, it will be replaced by 'main'. Please update your clone jobs accordingly.
+@note Starting from this release (22.05), 'master' branch will no longer be used, it has been replaced by 'main'. Please update your clone jobs accordingly.
 
 @section S2_2_changelog Changelog
 
+v22.05 Public major release
+ - Various bug fixes.
+ - Various optimizations.
+ - Add support for NDK r23b.
+ - Inclusive language adjustment. Please refer to @ref S5_0_inc_lang for details.
+ - New Arm® Neon™ kernels / functions :
+   - \link opencl::kernels::ClPool3dKernel ClPool3dKernel \endlink
+ - New OpenCL kernels / functions :
+   - \link cpu::kernels::CpuPool3dKernel CpuPool3dKernel \endlink
+ - Improve the start-up times for the following OpenCL kernels:
+   - \link opencl::kernels::ClWinogradInputTransformKernel ClWinogradInputTransformKernel \endlink
+   - \link opencl::kernels::ClWinogradOutputTransformKernel ClWinogradOutputTransformKernel \endlink
+   - \link opencl::kernels::ClWinogradFilterTransformKernel ClWinogradFilterTransformKernel \endlink
+   - \link opencl::kernels::ClHeightConcatenateKernel ClHeightConcatenateKernel \endlink
+ - Decouple the implementation of the following Cpu kernels into various data types (fp32, fp16, int):
+   - \link cpu::kernels::CpuDirectConv2dKernel CpuDirectConv2dKernel \endlink
+   - \link cpu::kernels::CpuDepthwiseConv2dNativeKernel CpuDepthwiseConv2dNativeKernel \endlink
+   - \link cpu::kernels::CpuGemmMatrixAdditionKernel CpuGemmMatrixAdditionKernel \endlink
+   - \link cpu::kernels::CpuGemmMatrixMultiplyKernel CpuGemmMatrixMultiplyKernel \endlink
+   - @ref NEFuseBatchNormalizationKernel
+   - @ref NEL2NormalizeLayerKernel
+
 v22.02 Public major release
  - Various bug fixes.
  - Various optimizations.