ArmDeveloperEcosystem · pareenaverma · Mar 14, 2025 · Feb 17, 2025 · Feb 17, 2025 · Feb 24, 2025
diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
@@ -21,6 +21,10 @@ on:
         required: true
       HUGO_AUDIO_API:
         required: true
+      HUGO_DEV_PROG_SIGNIUP_FORM_MUNCHKIN_ID:
+        required: true
+      HUGO_FORM_ID_FOR_PROGRAM_SIGNUP:
+        required: true
 
 env:
   HUGO_VERSION: 0.130.0
@@ -69,6 +73,8 @@ jobs:
           HUGO_LLM_API: ${{ secrets.HUGO_LLM_API }}
           HUGO_RAG_API: ${{ secrets.HUGO_RAG_API }}
           HUGO_AUDIO_API: ${{ secrets.HUGO_AUDIO_API }}
+          HUGO_DEV_PROG_SIGNIUP_FORM_MUNCHKIN_ID: ${{ secrets.HUGO_DEV_PROG_SIGNIUP_FORM_MUNCHKIN_ID }}
+          HUGO_FORM_ID_FOR_PROGRAM_SIGNUP: ${{ secrets.HUGO_FORM_ID_FOR_PROGRAM_SIGNUP }}
 
       # Deploys website to AWS S3 and invalidate CloudFront Cache
       - name: Deploy to S3

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
@@ -24,3 +24,5 @@ jobs:
       HUGO_LLM_API: ${{ secrets.HUGO_LLM_API }}
       HUGO_RAG_API: ${{ secrets.HUGO_RAG_API }}
       HUGO_AUDIO_API: ${{ secrets.HUGO_AUDIO_API }}
+      HUGO_DEV_PROG_SIGNIUP_FORM_MUNCHKIN_ID: ${{ secrets.HUGO_DEV_PROG_SIGNIUP_FORM_MUNCHKIN_ID }}
+      HUGO_FORM_ID_FOR_PROGRAM_SIGNUP: ${{ secrets.HUGO_FORM_ID_FOR_PROGRAM_SIGNUP }}
diff --git a/.github/workflows/production.yml b/.github/workflows/production.yml
@@ -24,3 +24,5 @@ jobs:
       HUGO_LLM_API: ${{ secrets.HUGO_LLM_API }}
       HUGO_RAG_API: ${{ secrets.HUGO_RAG_API }}
       HUGO_AUDIO_API: ${{ secrets.HUGO_AUDIO_API }}
+      HUGO_DEV_PROG_SIGNIUP_FORM_MUNCHKIN_ID: ${{ secrets.HUGO_DEV_PROG_SIGNIUP_FORM_MUNCHKIN_ID }}
+      HUGO_FORM_ID_FOR_PROGRAM_SIGNUP: ${{ secrets.HUGO_FORM_ID_FOR_PROGRAM_SIGNUP }}
diff --git a/.gitignore b/.gitignore
@@ -6,6 +6,8 @@ node_modules/
 package-lock.json
 .hugo_build.lock
 .vscode
+.env
+startup.sh
 
 # macOS files
 *.DS_Store

diff --git a/.wordlist.txt b/.wordlist.txt
@@ -3688,4 +3688,188 @@ ver
 vit
 wav
 za
-zh
+zh
+ACM
+APs
+ASG
+AutoModelForSpeechSeq
+AutoProcessor
+Avin
+Bioinformatics
+CDK
+Dropbear
+DxeCore
+EFI
+FFTW
+HMMER
+ILP
+IoC
+Jython
+Khrustalev
+LCP
+Maranget
+Minimap
+NFS
+NVPL
+OMP
+OSR
+OneAPI
+OpenRNG
+OpenSSH
+Phttps
+RNG
+Runbook
+SSM
+Shrinkwrap
+Shrinkwrap's
+TSO
+TSan
+TSan's
+ThreadSanitizer
+Toolkits
+ULP
+ULPs
+VSL
+Yury
+Zarlez
+ada
+armtest
+atomicity
+autoscaling
+cmath
+cuBLAS
+cuDNN
+distro's
+dtype
+dxecore
+foir
+fourier
+getter
+libm
+miniconda
+msg
+nInferencing
+oneAPI
+oneapi
+openai
+pseudorandom
+quasirandom
+reorderings
+rootfs
+runbook
+safetensors
+superset
+sysroot
+testroot
+threadsanitizercppmanual
+toolchain's
+transpiles
+vectorstore
+vlen
+vv
+webhook
+xE
+Baichuan
+Checkpointing
+Choi
+CustomData
+Das
+DataCollatorForSeq
+DingTalk
+FFXM
+FSR
+FastLanguageModel
+FeaturedContent
+FfxmFsr
+FurthestReflectionCaptureDistance
+GBuffer
+GLES
+HLSL
+Halton
+JITTERED
+JKS
+Jitter
+KHR
+LoFTQ
+LoRA
+MNN
+MSM
+MTL
+MaliManga
+Mip
+Mipmap
+NDC
+PEFT
+Parichay
+QLoRA
+Qianwen
+RCAS
+RLHF
+RelaxedPrecision
+RenderTargets
+SFT
+SFTTrainer
+ScreenPercentage
+ShaderQualityMode
+ShareGPT
+Shuheng
+TAA
+Taobao
+TemporalUpscaler
+ThirdParty
+Tmall
+Tokenize
+TrainingArguments
+UVs
+Unsloth
+Upscaling
+UpscalingRatio
+VRAM
+XD
+Xianyu
+Youku
+Zhipu
+aar
+adamw
+agentic
+antialiasing
+arxiv
+csn
+docstring
+ffx
+func
+getPipelinePermutationFlags
+ggml
+hoc
+jitter
+jittered
+jittering
+lastestlora
+luminance
+mipmap
+mnn
+motionVectorScale
+mutators
+proc
+qwen
+raytraced
+reactiveness
+renderdoc
+renderers
+sharegpt
+sym
+tokenization
+tokenize
+tokenizes
+tokenizing
+tonemapped
+tonemapping
+trl
+unjittered
+unsloth
+upscaled
+upscalers
+upscales
+upscaling
+vl
+webbot
diff --git a/assets/css/feedback.css b/assets/css/feedback.css
@@ -1,7 +1,6 @@
 
 #feedback-container {
     min-height: 200px;
-
 }
 
 /****************************************************/

diff --git a/assets/events.csv b/assets/events.csv
@@ -1,10 +1,17 @@
 Name,Priority,Start Date,End Date,City,Country,Virtual Option,Description,URL,Categories
-SOSS Policy Summit,2,2025-03-04,2025-03-04,Washington,United States,FALSE,"Hosted by the Open Source Security Foundation (OpenSSF), an initiative of the Linux Foundation, this event addresses the security challenges associated with Open Source Software (OSS).",https://events.linuxfoundation.org/openssf-policy-summit-dc/,Servers and Cloud Computing
-SCaLE,1,2025-03-06,2025-03-09,Pasadena,United States,FALSE,SCaLE is the largest community-run open-source and free software conference in North America. It is held annually in the greater Los Angeles area.,https://www.socallinuxexpo.org/scale/22x,Servers and Cloud Computing
-SUSECon,2,2025-03-10,2025-03-14,Orlando,United States,FALSE,Example description. Example description. Example description. Example description. Example description.,https://www.suse.com/susecon/,Servers and Cloud Computing; AI; IoT
-Embedded World,1,2025-03-11,2025-03-13,Nuremburg,Germany,FALSE,"Embedded World offers insight into the world of embedded systems, from components and modules to operating systems, hardware and software design, M2M communication, and more.",https://www.embedded-world.de/en,Embedded and Microcontrollers; Automotive
-FOSSAsia,2,2025-03-13,2025-03-15,Bangkok,Thailand,TRUE,Example description. Example description. Example description. Example description. Example description.,https://events.fossasia.org/,Servers and Cloud Computing; AI; IoT
-NVIDIA GTC,1,2025-03-17,2025-03-21,San Jose,United States,TRUE,"Nvidia GTC is a global artificial intelligence conference for developers that brings together developers, engineers, researchers, inventors, and IT professionals. ",https://www.nvidia.com/gtc/,ML
-GDC,1,2025-03-17,2025-03-21,San Fransisco,United States,FALSE,"The Game Developers Conference (GDC) is the world's premier event for developers who make the games we love. GDC is the destination for creativity, innovation, and excellence.",https://gdconf.com/,"Mobile, Graphics, and Gaming"
-ATO AI,2,2025-03-17,2025-03-18,Durham,United States,,Example description. Example description. Example description. Example description. Example description.,https://allthingsopen.ai/,AI
-KubeCon EU,1,2025-04-01,2025-04-04,London,United Kingdom,TRUE,"Europe's Cloud Native Computing Foundation's flagship conference, this four-day event focuses on Kubernetes and cloud-native technologies, with keynotes, technical sessions and collaboration opportunities. ",https://events.linuxfoundation.org/kubecon-cloudnativecon-europe/,Servers and Cloud Computing
+Kubecon Europe 2025,1,2025-04-01,2025-04-04,London,United Kingdom,TRUE,"Visit Arm at KubeCon + CloudNativeCon Europe 2025 at booth N161. See demos on how Arm boosts AI, cloud native workloads, and Kubernetes performance. ",https://events.linuxfoundation.org/kubecon-cloudnativecon-europe,Servers and Cloud Computing
+Google Next,2,2025-04-09,2025-04-11,Las Vegas,United States,FALSE,"This global exhibition of inspiration, innovation, and education is where decision-makers, developers, and anyone passionate about cloud challenges, solutions, 10x ideas, and game-changing technologies come together.",https://cloud.withgoogle.com/next/25,Servers and Cloud Computing; AI 
+Microsoft Build,1,2025-05-19,2025-05-22,Seattle,United States,TRUE,"Microsoft Build 2025 is the ultimate developer conference, featuring AI, cloud, and software innovations, hands-on workshops, and keynotes from Microsoft leaders. Connect, learn, and build.",https://build.microsoft.com/en-US/home,Laptops and Desktops; Servers and Cloud Computing; AI
+Rust Week,3,2025-05-13,2025-05-17,Utrecht,Netherlands,FALSE,"A dedicated series of events focused on the Rust programming language, bringing together developers to discuss best practices, security, and performance optimizations.",https://dev.events/conferences/rust-week-2025-utcccotp,Embedded and Microcontrollers; Servers and Cloud Computing
+Linaro Connect,3,2025-05-14,2025-05-16,Lisbon,Portugal,FALSE,"A key event for the Arm ecosystem, bringing together engineers and industry leaders to collaborate on open-source software development and Arm-based solutions.",https://www.linaro.org/connect/,Laptops and Desktops; Servers and Cloud Computing
+Embedded Recipes,3,2025-05-14,2025-05-16,Nice,France,FALSE,"A technical conference dedicated to embedded systems developers, covering low-level programming, Linux on embedded devices, and real-time system challenges.",https://embedded-recipes.org/2025/,Embedded and Microcontrollers
+Red Hat Summit ,3,2025-05-19,2025-05-22,Boston,United States,FALSE,"An enterprise open-source conference highlighting innovations in Linux, Kubernetes, automation, and AI, with sessions led by industry experts.",https://www.redhat.com/en/summit,Servers and Cloud Computing; AI
+Computex,1,2025-05-19,2025-05-23,Taipei,Taiwan,FALSE,"COMPUTEX 2025 is set to be a game-changer, and Arm is taking center stage. Join our CEO Keynote for the latest onArm technology, and how we're bringing AI to everyone, everywhere.",https://computex.arm.com/event/a0f7a41d-a2b5-4840-9894-6bd6e9058c7d/home,"Mobile, Graphics, and Gaming; AI"
+Kubecon China 2025,2,2025-06-10,2025-06-11,Hong Kong,China,TRUE,"KubeCon is a conference by CNCF, focusing on Kubernetes and cloud-native technologies, featuring keynotes, technical sessions, and workshops.",https://events.linuxfoundation.org/kubecon-cloudnativecon-china/,Servers and Cloud Computing
+BSDCan,3,2025-06-13,2025-06-14,Ottawa,Canada,FALSE,"A conference for BSD operating system developers and enthusiasts, offering technical talks, workshops, and discussions.",https://www.bsdcan.org/2025/,Laptops and Desktops; Servers and Cloud Computing
+OSS NA,2,2025-06-23,2025-06-25,Denver,United States,TRUE,"The premier event for open-source developers and contributors, covering topics from Linux kernel development to AI, cloud-native computing, and security.",https://events.linuxfoundation.org/open-source-summit-north-america/,Servers and Cloud Computing
+Linux Security Summit,3,2025-06-26,2025-06-27,Denver,United States,TRUE,"A highly technical event focusing on advances in Linux security, including kernel hardening, cryptography, access control, and threat mitigation strategies.",https://events.linuxfoundation.org/linux-security-summit-north-america/,Laptops and Desktops; Servers and Cloud Computing
+DebCamp & DebConf,3,2025-07-07,2025-07-20,Nantes,France,FALSE,"Annual conference for the Debian community, featuring collaborative development, workshops, and discussions on the future of the Debian Linux distribution.",https://wiki.debian.org/DebConf/25,Laptops and Desktops; Servers and Cloud Computing
+We Are Developers,2,2025-07-09,2025-07-11,Berlin,Germany,TRUE,"One of the largest global developer conferences, offering sessions on software engineering trends, AI, DevOps, and emerging programming languages.",https://www.wearedevelopers.com/world-congress,"Mobile, Graphics, and Gaming"
+GUADEC,3,2025-07-24,2025-07-29,Brescia,Italy,FALSE,"The leading event for GNOME contributors, featuring talks, hackfests, and discussions about the future of the GNOME desktop environment.",https://events.gnome.org/event/259/,"Laptops and Desktops; Mobile, Graphics and Gaming"
+FOSSY,3,2025-07-31,2025-08-03,Portland,United States,FALSE,"An annual event dedicated to the open-source community, bringing together developers, maintainers, and advocates to discuss sustainability, security, and collaboration in open-source projects.", https://2025.fossy.us/,	IoT
diff --git a/content/install-guides/_images/wperf-winget-installation.gif b/content/install-guides/_images/wperf-winget-installation.gif
diff --git a/content/install-guides/wperf.md b/content/install-guides/wperf.md
@@ -39,6 +39,46 @@ WindowsPerf consists of a kernel-mode driver and a user-space command-line tool.
 You cannot use WindowsPerf on virtual machines, such as cloud instances.
 {{% /notice %}}
 
+## Using winget (Recommended)
+
+### Install
+
+You can now install WindowsPerf directly from [winget](https://learn.microsoft.com/en-us/windows/package-manager/). Open an `Administrator` terminal on PowerShell and type
+
+```console
+winget install WindowsPerf
+```
+
+The output should look like:
+
+```output
+Found WindowsPerf [Arm.WindowsPerf] Version 4.3.1.0
+This application is licensed to you by its owner.
+Microsoft is not responsible for, nor does it grant any licenses to, third-party packages.
+Downloading https://developer.arm.com/-/cdn-downloads/permalink/WindowsPerf/Installer/windowsperf-4.3.1.msi
+  3.07 MB
+Successfully verified installer hash
+Starting package install...
+Successfully installed
+```
+
+![Winget installation video](/install-guides/_images/wperf-winget-installation.gif)
+
+It will install the latest available WindowsPerf along with the [WPA plugins](/learning-paths/laptops-and-desktops/windowsperf_wpa_plugin/). To check that the installation was done correctly open a new terminal tab or window and follow the instructions under the [verify installation section](/install-guides/wperf/#verify-install)
+
+### Uninstall 
+If you need to uninstall WindowsPerf, open an `Administrator` terminal on PowerShell and run:
+```console
+winget uninstall WindowsPerf
+```
+
+The output from a successful uninstallation will look like:
+```output
+Found WindowsPerf [Arm.WindowsPerf]
+Starting package uninstall...
+Successfully uninstalled
+```
+
 ## Visual Studio and the Windows Driver Kit (WDK)
 
 WindowsPerf relies on `dll` files installed with Visual Studio, from the Community Edition or higher and, optionally, installers from the Windows Driver Kit extension.
@@ -86,7 +126,7 @@ Make sure you are in the `windowsperf-bin-<version>` directory:
 cd windowsperf-bin-4.0.0
 ```
 
-### Install with wperf-devgen {#devgen_install}
+### Install with wperf-devgen 
 
 Navigate to the `wperf-driver` folder and run the installer:
 
@@ -103,7 +143,7 @@ Install requested.
 Device installed successfully
 ```
 
-## Verify install
+## Verify install 
 
 You can check everything is working by running the `wperf` executable.
 

diff --git a/content/learning-paths/cross-platform/_example-learning-path/appendix-3-test.md b/content/learning-paths/cross-platform/_example-learning-path/appendix-3-test.md
@@ -18,9 +18,7 @@ The framework allows you to parse Learning Path articles and generate instructio
 2. [Edit Learning Path pages](#edit-learning-path-pages)
 3. [Edit metadata](#edit-metadata)
 4. [Run the framework](#run-the-framework)
-5. [Result summary](#result-summary)
-6. [Visualize results](#visualize-results)
-
+5. [Advanced usage for embedded development](#advanced-usage-for-embedded-development)
 
 ## Install dependencies
 
@@ -279,7 +277,7 @@ In the example above, the summary indicates that for this Learning Path all test
 ## Advanced usage for embedded development
 ### Using the Corstone-300 FVP
 
-By default, the framework runs instructions on the Docker images specified by the [metadata](#edit-metadata). For embedded development, it is possible to build software in a container instance and then check its behaviour on the Corstone-300 FVP.
+By default, the framework runs instructions on the Docker images specified by the [metadata](#edit-metadata). For embedded development, it is possible to build software in a container instance and then check its behavior on the Corstone-300 FVP.
 
 For this, all container instances used by the test framework mount a volume in `/shared`. This is where software for the target FVP can be stored. To check the execution, the FVP commands just need to be identified as a `fvp` section for the framework.
 

diff --git a/...troduction-to-tinyml-on-arm/Overview-1.md → ...troduction-to-tinyml-on-arm/1-overview.md b/...troduction-to-tinyml-on-arm/Overview-1.md → ...troduction-to-tinyml-on-arm/1-overview.md
@@ -8,12 +8,11 @@ layout: learningpathall
 
 ## TinyML
 
-
-This Learning Path is about TinyML. It is a starting point for learning how innovative AI technologies can be used on even the smallest of devices, making Edge AI more accessible and efficient. You will learn how to set up your host machine and target device to facilitate compilation and ensure smooth integration across devices.
+This Learning Path is about TinyML. It is a starting point for learning how innovative AI technologies can be used on even the smallest of devices, making Edge AI more accessible and efficient. You will learn how to set up your host machine to facilitate compilation and ensure smooth integration across devices.
 
 This section provides an overview of the domain with real-life use cases and available devices.
 
-TinyML represents a significant shift in Machine Learning deployment. Unlike traditional Machine Learning, which typically depends on cloud-based servers or high-performance hardware, TinyML is tailored to function on devices with limited resources, constrained memory, low power, and fewer processing capabilities. 
+TinyML represents a significant shift in Machine Learning deployment. Unlike traditional Machine Learning, which typically depends on cloud-based servers or high-performance hardware, TinyML is tailored to function on devices with limited resources, constrained memory, low power, and fewer processing capabilities.
 
 TinyML has gained popularity because it enables AI applications to operate in real-time, directly on the device, with minimal latency, enhanced privacy, and the ability to work offline. This shift opens up new possibilities for creating smarter and more efficient embedded systems.
 
@@ -36,7 +35,7 @@ Here are some of the key benefits of TinyML on Arm:
 
 TinyML is being deployed across multiple industries, enhancing everyday experiences and enabling groundbreaking solutions. The table below shows some examples of TinyML applications.
 
-| Area                  |  Device, Arm IP             | Description                                                                                                |
+| Area                  |  Example, Arm IP            | Description                                                                                                |
 | ------                | -------                     | ------------                                                                                               |
 | Healthcare            | Fitbit Charge 5, Cortex-M   | To monitor vital signs such as heart rate, detect arrhythmias, and provide real-time feedback.             |
 | Agriculture           | OpenAg, Cortex-M            | To monitor soil moisture and optimize water usage.                                                         |
@@ -70,4 +69,4 @@ In addition to hardware, there are software platforms that can help you build Ti
 
 Edge Impulse offers a suite of tools for developers to build and deploy TinyML applications on Arm-based devices. It supports devices like Raspberry Pi, Arduino, and STMicroelectronics boards.
 
-Now that you have an overview of the subject, you can move on to the next section where you will set up an environment on your host machine.
+Now that you have an overview of the subject, you can move on to the next section where you will set up a development environment.