Update README

* Use 22.11 for all links.
* Make markdown table code more aligned.

Partially resolves: COMPMID-5548
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: I1fd41fc4df3e97573cbfe8c3bb033c0a6dcbfb5c
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8608
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>

1 files changed, 21 insertions, 20 deletions

diff --git a/README.md b/README.md
index e925c2feb4..da10d80f23 100644
--- a/README.md
+++ b/README.md
@@ -10,7 +10,7 @@
  <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-22.08-green)
+# Compute Library ![](https://img.shields.io/badge/latest_release-22.11-green)
 
 
 The Compute Library is a collection of low-level machine learning functions optimized for Arm® Cortex®-A, Arm® Neoverse® and Arm® Mali™ GPUs architectures.<br>
@@ -30,15 +30,15 @@ Key Features:
 
 <br>
 
-| Repository  | Link |
-| ----------- | ----------- |
-| Release     | https://github.com/arm-software/ComputeLibrary       |
-| Development | https://review.mlplatform.org/#/admin/projects/ml/ComputeLibrary        |
+| Repository  | Link                                                             |
+| ----------- | ---------------------------------------------------------------- |
+| Release     | https://github.com/arm-software/ComputeLibrary                   |
+| Development | https://review.mlplatform.org/#/admin/projects/ml/ComputeLibrary |
 
 <br>
 
 ## Documentation
-[![Documentation](https://img.shields.io/badge/documentation-22.08-green)](https://arm-software.github.io/ComputeLibrary/latest)
+[![Documentation](https://img.shields.io/badge/documentation-22.11-green)](https://arm-software.github.io/ComputeLibrary/latest)
 
 > Note: The documentation includes the reference API, changelogs, build guide, contribution guide, errata, etc.
 
@@ -49,25 +49,26 @@ All the binaries can be downloaded from [here](https://github.com/ARM-software/C
 
 <br>
 
-| 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/v22.08/arm_compute-v22.08-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/v22.08/arm_compute-v22.08-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/v22.08/arm_compute-v22.08-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.08/arm_compute-v22.08-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.08/arm_compute-v22.08-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/v22.08/arm_compute-v22.08-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.08/arm_compute-v22.08-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.08/arm_compute-v22.08-bin-linux-arm64-v8a-neon-cl.tar.gz) |
+| 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/v22.11/arm_compute-v22.11-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/v22.11/arm_compute-v22.11-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/v22.11/arm_compute-v22.11-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.11/arm_compute-v22.11-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.11/arm_compute-v22.11-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/v22.11/arm_compute-v22.11-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.11/arm_compute-v22.11-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.11/arm_compute-v22.11-bin-linux-arm64-v8a-neon-cl.tar.gz) |
 
 <br>
 
-| Architecture    | Operating System | Release archive (Download) |
-| ----------- | ----------- | ----------- |
-| armv7 | Linux | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.08/arm_compute-v22.08-bin-linux-armv7a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.08/arm_compute-v22.08-bin-linux-armv7a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.08/arm_compute-v22.08-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/v22.08/arm_compute-v22.08-bin-android-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.08/arm_compute-v22.08-bin-android-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.08/arm_compute-v22.08-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/v22.08/arm_compute-v22.08-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.08/arm_compute-v22.08-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.08/arm_compute-v22.08-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/v22.08/arm_compute-v22.08-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/v22.08/arm_compute-v22.08-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/v22.08/arm_compute-v22.08-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/v22.08/arm_compute-v22.08-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/v22.08/arm_compute-v22.08-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/v22.08/arm_compute-v22.08-bin-linux-arm64-v8.2-a-neon-cl.tar.gz) |
+| Architecture | Operating System | Release archive (Download) |
+| ------------ | ---------------- | -------------------------- |
+| armv7        | Linux            | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.11/arm_compute-v22.11-bin-linux-armv7a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.11/arm_compute-v22.11-bin-linux-armv7a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.11/arm_compute-v22.11-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/v22.11/arm_compute-v22.11-bin-android-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.11/arm_compute-v22.11-bin-android-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.11/arm_compute-v22.11-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/v22.11/arm_compute-v22.11-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.11/arm_compute-v22.11-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v22.11/arm_compute-v22.11-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/v22.11/arm_compute-v22.11-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/v22.11/arm_compute-v22.11-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/v22.11/arm_compute-v22.11-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/v22.11/arm_compute-v22.11-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/v22.11/arm_compute-v22.11-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/v22.11/arm_compute-v22.11-bin-linux-arm64-v8.2-a-neon-cl.tar.gz) |
 
 <br>
-Please refer to the following link for more pre-built binaries: [![](https://img.shields.io/badge/v22.08-bins-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/tag/v22.08)
+
+Please refer to the following link for more pre-built binaries: [![](https://img.shields.io/badge/v22.11-bins-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/tag/v22.11)
 
 Pre-build binaries are generated with the following security / good coding practices related flags:
 > -Wall, -Wextra, -Wformat=2, -Winit-self, -Wstrict-overflow=2, -Wswitch-default, -Woverloaded-virtual, -Wformat-security, -Wctor-dtor-privacy, -Wsign-promo, -Weffc++, -pedantic, -fstack-protector-strong