spelling review

Author: jasonrandrews

.wordlist.txt

@@ -3245,4 +3245,25 @@ sysbox
 tinyml
 tvOS
 watchOS
-zilliz
+zilliz
+ASGI
+ComputeLibrary
+FastAPI
+GTSRB
+KubeArchInspect
+MLOPs
+MiniLM
+OpenBLAS
+Requantize
+UpsideDownCake
+Uvicorn
+WPA
+WindowsPerfGUI
+ZGC
+Zouaoui
+gui
+kubearchinspect
+mlops
+multithreading
+preloaded
+requantize

content/install-guides/acfl.md

@@ -23,11 +23,11 @@ title: Arm Compiler for Linux
 tool_install: true
 weight: 1
 ---
-[Arm Compiler for Linux (ACfL)](https://developer.arm.com/Tools%20and%20Software/Arm%20Compiler%20for%20Linux) is a suite of tools containing Arm C/C++ Compiler (`armclang`), Arm Fortran Compiler (`armflang`), and Arm Performance Libraries (`ArmPL`). It is tailored to the development of High Performance Computing (HPC) applications.
+[Arm Compiler for Linux (ACfL)](https://developer.arm.com/Tools%20and%20Software/Arm%20Compiler%20for%20Linux) is a suite of tools containing Arm C/C++ Compiler (`armclang`), Arm Fortran Compiler (`armflang`), and Arm Performance Libraries (ArmPL). It is tailored to the development of High Performance Computing (HPC) applications.
 
-`Arm Compiler for Linux` runs on 64-bit Arm machines, it is not a cross-compiler.
+Arm Compiler for Linux runs on 64-bit Arm machines, it is not a cross-compiler.
 
-You do not require any additional license to use `Arm Compiler for Linux`.
+You do not require any additional license to use Arm Compiler for Linux.
 
 ## Arm-based hardware
 
@@ -60,7 +60,7 @@ These packages can be installed with the appropriate package manager for your OS
   - Amazon Linux: environment-modules glibc-devel gzip procps python3 tar
   - Ubuntu: environment-modules libc6-dev python3
 
-Note: The minimum supported version for Python is version 3.6.
+The minimum supported version for Python is version 3.6.
 
 You must have at least 2 GB of free hard disk space to both download and unpack
 the Arm Compiler for Linux package. You must also have an additional 6 GB of
@@ -77,7 +77,7 @@ You are now ready to install ACfL [manually](#manual) or with [Spack](#spack).
 
 ## Download and install using install script
 
-Use an Arm recommended script to select, download, and install your preferred `ACfL` package.
+Use an Arm recommended script to select, download, and install your preferred ACfL package.
 
 ```console
 bash <(curl -L https://developer.arm.com/-/cdn-downloads/permalink/Arm-Compiler-for-Linux/Package/install.sh)
@@ -95,9 +95,10 @@ sudo apt install wget
 
 ### Fetch the appropriate installer
 
-`ACfL` installation packages are available to download from [Arm Developer](https://developer.arm.com/downloads/-/arm-compiler-for-linux). Individual `Arm Performance Libraries (ArmPL)` packages are also available.
+ACfL installation packages are available to download from [Arm Developer](https://developer.arm.com/downloads/-/arm-compiler-for-linux). Individual Arm Performance Libraries (ArmPL) packages are also available.
+
+Fetch the ACfL installers:
 
-Fetch the `ACfL` installers:
 #### Ubuntu Linux:
 
 ```bash { target="ubuntu:latest" }
@@ -110,9 +111,9 @@ wget https://developer.arm.com/-/cdn-downloads/permalink/Arm-Compiler-for-Linux/
 
 ### Install
 
-To install the `Arm Compiler for Linux` package on your 64-bit Linux Arm machine extract the package and run the installation script.
+To install Arm Compiler for Linux on your 64-bit Linux Arm machine extract the package and run the installation script.
 
-Each command sequence includes accepting the license agreement to automate the installation and installing the `modules` software.
+Each command sequence includes accepting the license agreement to automate the installation and installing Environment Modules.
 
 #### Ubuntu Linux:
 
@@ -132,16 +133,18 @@ cd arm-compiler-for-linux_24.10_RHEL-9
 sudo ./arm-compiler-for-linux_24.10_RHEL-9.sh --accept
 ```
 
-⚠️ **Compatability with Non-ACfL GCC:** On RPM based (Red Hat) systems, if an
+{{% notice Warning %}}
+⚠️ On RPM based systems (such as Red Hat), if an
 alternative version of GCC (not the GCC bundled with ACfL) is installed
 **after** ACfL, you will not be able to uninstall ACfL fully. For example, a GDB
 (GNU Project Debugger) installation will install the native system GCC.  If this
 install takes place **after** ACfL, you will no longer be able to fully
 uninstall ACfL.
+{{% /notice %}}
 
 ### Set up environment
 
-`Arm Compiler for Linux` uses environment modules to dynamically modify your user environment. Refer to the [Environment Modules documentation](https://lmod.readthedocs.io/en/latest/#id) for more information.
+Arm Compiler for Linux uses environment modules to dynamically modify your user environment. Refer to the [Environment Modules documentation](https://lmod.readthedocs.io/en/latest/#id) for more information.
 
 Set up the environment, for example, in your `.bashrc` and add module files.
 
@@ -178,17 +181,18 @@ To configure GCC:
 ```bash { env_source="~/.bashrc" }
 module load gnu/14.2.0
 ```
-`ACfL` is now [ready to use](#armclang).
+
+ACfL is now [ready to use](#armclang).
 
 ## Download and install with Spack {#spack}
 
-`Arm Compiler for Linux` is available with the [Spack](https://spack.io/) package manager.
+Arm Compiler for Linux is available with the [Spack](https://spack.io/) package manager.
 
 See the [Arm Compiler for Linux and Arm PL now available in Spack](https://community.arm.com/arm-community-blogs/b/high-performance-computing-blog/posts/arm-compiler-for-linux-and-arm-pl-now-available-in-spack) blog for full details.
 
 ### Setup Spack
 
-Clone the `Spack` repository and add `bin` directory to the path:
+Clone the Spack repository and add `bin` directory to the path:
 
 ```console
 git clone -c feature.manyFiles=true https://github.com/spack/spack.git
@@ -201,17 +205,17 @@ Set up shell support:
 . /home/ubuntu/spack/share/spack/setup-env.sh
 ```
 
-`Spack` is now ready to use.
+Spack is now ready to use.
 
 ### Install ACfL
 
-Download and install `Arm Compiler for Linux` with:
+Download and install Arm Compiler for Linux with:
 
 ```console
 spack install acfl
 ```
 
-If you wish to install just the `Arm Performance Libraries`, use:
+If you wish to install just the Arm Performance Libraries, use:
 
 ```console
 spack install armpl-gcc
@@ -225,7 +229,7 @@ spack load acfl
 spack compiler find
 ```
 
-`ACfL` is now [ready to use](#armclang).
+ACfL is now [ready to use](#armclang).
 
 
 ## Get started with Arm C/C++ compiler {#armclang}

content/learning-paths/servers-and-cloud-computing/_index.md

@@ -9,7 +9,7 @@ maintopic: true
 operatingsystems_filter:
 - Android: 2
 - Baremetal: 1
-- Linux: 105
+- Linux: 107
 - macOS: 9
 - Windows: 12
 pinned_modules:
@@ -19,12 +19,12 @@ pinned_modules:
     - providers
     - migration
 subjects_filter:
-- CI-CD: 3
+- CI-CD: 4
 - Containers and Virtualization: 25
 - Databases: 15
 - Libraries: 6
 - ML: 13
-- Performance and Architecture: 36
+- Performance and Architecture: 37
 - Storage: 1
 - Web: 10
 subtitle: Optimize cloud native apps on Arm for performance and cost
@@ -33,6 +33,7 @@ tools_software_languages_filter:
 - .NET: 1
 - .NET SDK: 1
 - 5G: 1
+- ACL: 1
 - Android Studio: 2
 - Ansible: 2
 - Arm Development Studio: 4
@@ -72,7 +73,7 @@ tools_software_languages_filter:
 - gdb: 1
 - Geekbench: 1
 - GenAI: 4
-- GitHub: 2
+- GitHub: 3
 - GitLab: 1
 - Glibc: 1
 - Go: 2
@@ -86,7 +87,7 @@ tools_software_languages_filter:
 - JAX: 1
 - Kafka: 1
 - Keras: 1
-- Kubernetes: 9
+- Kubernetes: 10
 - Lambda: 1
 - libbpf: 1
 - Linaro Forge: 1
@@ -106,8 +107,8 @@ tools_software_languages_filter:
 - PAPI: 1
 - perf: 3
 - PostgreSQL: 4
-- Python: 10
-- PyTorch: 4
+- Python: 11
+- PyTorch: 5
 - RAG: 1
 - Redis: 3
 - Remote.It: 2

content/learning-paths/servers-and-cloud-computing/kubearchinspect/_index.md

@@ -6,7 +6,7 @@ cascade:
 
 minutes_to_complete: 15
 
-who_is_this_for: This is an introductory topic for software developers who want to know if the containers running in a Kubernetes cluster are avilable for the Arm architecture.
+who_is_this_for: This is an introductory topic for software developers who want to know if the containers running in a Kubernetes cluster are available for the Arm architecture.
 
 learning_objectives: 
     - Run KubeArchInspect to get a quick report of the containers running in a Kubernetes cluster.

content/learning-paths/servers-and-cloud-computing/kubearchinspect/before-you-begin.md

@@ -28,7 +28,7 @@ tar xvfz kubearchinspect_Linux_arm64.tar.gz
 
 The `kubearchinspect` binary is now in the current directory. 
 
-If you are using a different platform, such as Windows or macOS, you can get other release packges from the [GitHub releases area](https://github.com/ArmDeveloperEcosystem/kubearchinspect/releases/).
+If you are using a different platform, such as Windows or macOS, you can get other release packages from the [GitHub releases area](https://github.com/ArmDeveloperEcosystem/kubearchinspect/releases/).
 
 You can run `kubearchinspect` from the current location or copy it to a directory in your search path such as `/usr/local/bin`.