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ease
features
design
support

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Write a Review

Description

ExecuTorch is an open-source framework developed for PyTorch, specifically designed to deploy AI and machine learning models directly onto edge devices, facilitating tasks such as text, vision, speech, recommendation, and multimodal inference without the need for cloud connectivity. This framework allows for the exportation of models from PyTorch without any need for intermediate conversion formats, effectively maintaining ATen operators and employing ahead-of-time compilation to enhance performance tailored to specific hardware prior to deployment. Developers benefit from a modular architecture that offers flexibility in selecting both compile-time and runtime optimizations, all within the well-known PyTorch environment, which includes torchao specifically for quantization. With a lightweight C++ runtime that occupies roughly 50 KB, ExecuTorch is versatile enough to operate on a variety of platforms, including smartphones, desktops, embedded systems, microcontrollers, DSPs, and Cortex-M processors. It is compatible with multiple operating systems such as Android, iOS, Linux, Windows, macOS, and WebAssembly, and offers native APIs in C++, Swift, Kotlin, and Objective-C. As a result, ExecuTorch provides developers with a powerful tool to streamline the deployment of AI models across diverse devices and applications.

Description

Keil® MDK stands out as the ultimate software development package for Arm®-based microcontrollers, encompassing all necessary elements for crafting, building, and troubleshooting embedded applications. The foundation of MDK-Core lies in µVision (exclusive to Windows), offering exceptional support for Cortex-M devices, especially with the introduction of the advanced Armv8-M architecture. Within MDK, users gain access to the Arm C/C++ Compiler, which is accompanied by an assembler, linker, and highly efficient run-time libraries designed for optimal code size and performance. Additionally, users can enhance MDK-Core at any moment by integrating Software Packs, allowing for seamless updates in device support and middleware that are independent of the toolchain. These packs consist of device support, CMSIS libraries, middleware, board support, code templates, and illustrative example projects. Furthermore, the integrated IPv4/IPv6 networking communication stack is augmented with Mbed™ TLS, facilitating secure online connections. This powerful tool is ideal for product evaluation, smaller projects, and educational purposes, although it does impose a restriction on code size to a maximum of 32 Kbytes, making it suitable for various embedded applications while still being resource-efficient.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Atmel START
C++
Facebook
Instagram
Jtest
Kotlin
LLaVA
Llama 3.2
Objective-C
OpenAI Whisper
PVS-Studio
Phi-4-mini-reasoning
PyTorch
Qwen3
RTX
Swift
Voxtral
WhatsApp
µVision IDE

Integrations

Atmel START
C++
Facebook
Instagram
Jtest
Kotlin
LLaVA
Llama 3.2
Objective-C
OpenAI Whisper
PVS-Studio
Phi-4-mini-reasoning
PyTorch
Qwen3
RTX
Swift
Voxtral
WhatsApp
µVision IDE

Pricing Details

Free
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

ExecuTorch

Country

United States

Website

executorch.ai/

Vendor Details

Company Name

Arm

Founded

2005

Country

United States

Website

www2.keil.com/mdk5

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