Update Readme for 23.08

Resolves: COMPMID-6179
Signed-off-by: ramy.elgammal@arm.com <ramy.elgammal@arm.com>
Change-Id: I202b0ad66cebfebe2a07766b068a211a7597f035
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10097
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: SiCong Li <sicong.li@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>

2 files changed, 29 insertions, 25 deletions

diff --git a/README.md b/README.md
index f8e6a8508d..a8f0def7a1 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 
 > **⚠ Important**
-> From release 22.05: 'master' branch has been replaced with 'main' following our inclusive language update, more information [here](https://arm-software.github.io/ComputeLibrary/v23.05/contribution_guidelines.xhtml#S5_0_inc_lang).
+> From 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).
 
 > **⚠ Important**
 > From release 22.08: armv7a with Android build will no longer be tested or maintained.
@@ -16,7 +16,7 @@
  <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-23.05-green)
+# Compute Library ![](https://img.shields.io/badge/latest_release-23.08-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>
@@ -44,7 +44,7 @@ Key Features:
 <br>
 
 ## Documentation
-[![Documentation](https://img.shields.io/badge/documentation-23.05-green)](https://arm-software.github.io/ComputeLibrary/v23.05)
+[![Documentation](https://img.shields.io/badge/documentation-23.08-green)](https://arm-software.github.io/ComputeLibrary/latest)
 
 > Note: The documentation includes the reference API, changelogs, build guide, contribution guide, errata, etc.
 
@@ -57,24 +57,24 @@ All the binaries can be downloaded from [here](https://github.com/ARM-software/C
 
 | 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/v23.05/arm_compute-v23.05-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/v23.05/arm_compute-v23.05-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/v23.05/arm_compute-v23.05-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.05/arm_compute-v23.05-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.05/arm_compute-v23.05-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/v23.05/arm_compute-v23.05-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.05/arm_compute-v23.05-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.05/arm_compute-v23.05-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/v23.08/arm_compute-v23.08-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/v23.08/arm_compute-v23.08-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/v23.08/arm_compute-v23.08-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.08/arm_compute-v23.08-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.08/arm_compute-v23.08-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/v23.08/arm_compute-v23.08-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.08/arm_compute-v23.08-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.08/arm_compute-v23.08-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/v23.05/arm_compute-v23.05-bin-linux-armv7a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.05/arm_compute-v23.05-bin-linux-armv7a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.05/arm_compute-v23.05-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/v23.05/arm_compute-v23.05-bin-android-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.05/arm_compute-v23.05-bin-android-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.05/arm_compute-v23.05-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/v23.05/arm_compute-v23.05-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.05/arm_compute-v23.05-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.05/arm_compute-v23.05-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/v23.05/arm_compute-v23.05-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/v23.05/arm_compute-v23.05-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/v23.05/arm_compute-v23.05-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/v23.05/arm_compute-v23.05-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/v23.05/arm_compute-v23.05-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/v23.05/arm_compute-v23.05-bin-linux-arm64-v8.2-a-neon-cl.tar.gz) |
+| armv7        | Linux®            | [![](https://img.shields.io/badge/build-neon-orange)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.08/arm_compute-v23.08-bin-linux-armv7a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.08/arm_compute-v23.08-bin-linux-armv7a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.08/arm_compute-v23.08-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/v23.08/arm_compute-v23.08-bin-android-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.08/arm_compute-v23.08-bin-android-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.08/arm_compute-v23.08-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/v23.08/arm_compute-v23.08-bin-linux-arm64-v8a-neon.tar.gz) [![](https://img.shields.io/badge/build-opencl-blue)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.08/arm_compute-v23.08-bin-linux-arm64-v8a-cl.tar.gz) [![](https://img.shields.io/badge/build-neon+cl-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/download/v23.08/arm_compute-v23.08-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/v23.08/arm_compute-v23.08-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/v23.08/arm_compute-v23.08-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/v23.08/arm_compute-v23.08-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/v23.08/arm_compute-v23.08-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/v23.08/arm_compute-v23.08-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/v23.08/arm_compute-v23.08-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/v23.05-bins-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/tag/v23.05)
+Please refer to the following link for more pre-built binaries: [![](https://img.shields.io/badge/v23.08-bins-yellowgreen)](https://github.com/ARM-software/ComputeLibrary/releases/tag/v23.08)
 
 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
@@ -116,13 +116,13 @@ Pre-build binaries are generated with the following security / good coding pract
 
 ## Experimental builds
 
-**⚠ Important** Bazel and CMake builds are experimental CPU only builds, please see the [documentation](https://arm-software.github.io/ComputeLibrary/v23.05/how_to_build.xhtml) for more details.
+**⚠ Important** Bazel and CMake builds are experimental CPU only builds, please see the [documentation](https://arm-software.github.io/ComputeLibrary/latest/how_to_build.xhtml) for more details.
 
 <br>
 
 ## How to contribute
 
-Contributions to the Compute Library are more than welcome. If you are interested on contributing, please have a look at our [how to contribute guidelines](https://arm-software.github.io/ComputeLibrary/v23.05/contribution_guidelines.xhtml).
+Contributions to the Compute Library are more than welcome. If you are interested on contributing, please have a look at our [how to contribute guidelines](https://arm-software.github.io/ComputeLibrary/latest/contribution_guidelines.xhtml).
 
 ### Developer Certificate of Origin (DCO)
 Before the Compute Library accepts your contribution, you need to certify its origin and give us your permission. To manage this process we use the Developer Certificate of Origin (DCO) V1.1 (https://developercertificate.org/)
diff --git a/docs/user_guide/introduction.dox b/docs/user_guide/introduction.dox
index be4f5c8605..094a4480a0 100644
--- a/docs/user_guide/introduction.dox
+++ b/docs/user_guide/introduction.dox
@@ -34,7 +34,7 @@ namespace arm_compute
 The Compute Library is a collection of low-level machine learning functions optimized for both Arm CPUs and GPUs using SIMD technologies.
 
 Several builds of the library are available using various configurations:
- - OS: Linux, Android, macOS or bare metal.
+ - OS: Linux®, Android™, macOS or bare metal.
  - Architecture: armv7a (32bit) or armv8a (64bit).
  - Technology: Arm® Neon™ / OpenCL / Arm® Neon™ and OpenCL.
  - Debug / Asserts / Release: Use a build with asserts enabled to debug your application and enable extra validation. Once you are sure your application works as expected you can switch to a release build of the library for maximum performance.
@@ -49,7 +49,7 @@ Several builds of the library are available using various configurations:
   <th>Architecture
   <th>Minimum Toolchain
 <tr>
-  <td rowspan="4">Linux
+  <td rowspan="4">Linux®
   <td>armv7a
   <td>gcc-linaro-6.3.1-2017.05-x86_64_arm-linux-gnueabihf
   <tr>
@@ -61,11 +61,14 @@ Several builds of the library are available using various configurations:
   <td>armv8.2-a-sve
   <td>gcc-arm-10.2-2020.11-x86_64-aarch64-none-linux-gnu
 <tr>
-  <td rowspan="2">Android
+  <td rowspan="3">Android™
   <td>armv8a
   <td rowspan="2">NDK r20b
   <tr>
   <td>armv8.2-a
+  <tr>
+  <td>armv8.2-a-sve
+  <td>NDK r23b
 <tr>
   <td rowspan="1">macOS
   <td>armv8.2-a
@@ -86,13 +89,14 @@ In order to facilitate the work of the support team please provide the build inf
 For each release we provide some pre-built binaries of the library [here](https://github.com/ARM-software/ComputeLibrary/releases).
 
 These binaries have been built using the following toolchains:
-            - Linux armv7a: gcc-linaro-7.2.1-2017.11-x86_64_arm-linux-gnueabihf
-            - Linux armv8a: gcc-linaro-7.2.1-2017.11-x86_64_aarch64-linux-gnu
-            - Linux armv8.2-a: gcc-linaro-7.2.1-2017.11-x86_64_aarch64-linux-gnu
-            - Linux armv8.2-a (multi-ISA binary): gcc-arm-10.2-2020.11-x86_64-aarch64-none-linux-gnu
-            - Linux armv8.2-a-sve: gcc-arm-10.2-2020.11-x86_64-aarch64-none-linux-gnu
-            - Android armv8a: clang++ / libc++ NDK r20b
-            - Android armv8.2-a: clang++ / libc++ NDK r20b
+            - Linux® armv7a: gcc-linaro-7.2.1-2017.11-x86_64_arm-linux-gnueabihf
+            - Linux® armv8a: gcc-linaro-7.2.1-2017.11-x86_64_aarch64-linux-gnu
+            - Linux® armv8.2-a: gcc-linaro-7.2.1-2017.11-x86_64_aarch64-linux-gnu
+            - Linux® armv8.2-a (multi-ISA binary): gcc-arm-10.2-2020.11-x86_64-aarch64-none-linux-gnu
+            - Linux® armv8.2-a-sve: gcc-arm-10.2-2020.11-x86_64-aarch64-none-linux-gnu
+            - Android™ armv8a: clang++ / libc++ NDK r20b
+            - Android™ armv8.2-a: clang++ / libc++ NDK r20b
+            - Android™ armv8.2-a-sve: clang++ / libc++ NDK r23b
 
 @warning Make sure to use a compatible toolchain to build your application or you will get some std::bad_alloc errors at runtime.