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What is TotalCross?

Weighing in at less than 5MB, this solution ensures remarkable performance even on basic devices. Developers with a basic grasp of Java or Kotlin can build highly efficient applications that run seamlessly on Android, Linux Arm, Windows, and iOS platforms. By writing code just once, they can easily deploy it across multiple systems. The user interfaces are designed to be responsive, providing a consistent experience and usability across various platforms. Tecdet, known for its expertise in developing traffic control and inspection systems for the Brazilian government, decided to upgrade their system to be compatible with the Linux Arm architecture specifically designed for Toradex modules, choosing TotalCross for their GUI development. This strategic move not only demonstrates their dedication to utilizing cutting-edge technology but also emphasizes their goal of improving operational efficiency and overall functionality. Such advancements are vital in meeting the growing demands of modern infrastructure.

What is ExecuTorch?

ExecuTorch is an innovative open-source framework created for PyTorch, tailored to enable the deployment of artificial intelligence and machine learning models directly on edge devices, which supports various functions including text, vision, speech, recommendation, and multimodal inference without relying on cloud services. This framework simplifies the process of exporting models from PyTorch by eliminating the need for any intermediate conversion formats, thereby preserving ATen operators and utilizing ahead-of-time compilation to optimize performance for specific hardware before deployment. With a modular architecture, developers enjoy the flexibility to choose both compile-time and runtime optimizations, all while working within the familiar PyTorch ecosystem, which incorporates torchao specifically for quantization purposes. The lightweight C++ runtime of ExecuTorch, which is approximately 50 KB in size, ensures its adaptability across an array of platforms, such as smartphones, desktops, embedded systems, microcontrollers, DSPs, and Cortex-M processors. Additionally, it supports a range of operating systems, including Android, iOS, Linux, Windows, macOS, and WebAssembly, and provides native APIs in languages like C++, Swift, Kotlin, and Objective-C. Consequently, ExecuTorch empowers developers with a robust tool for efficiently deploying AI models across a wide variety of devices and applications, making it a crucial asset in the field of edge computing. Its flexible architecture and multi-platform compatibility highlight its potential to support the growing demand for localized AI solutions.

Media

Media

Integrations Supported

Kotlin
GitHub
Java
Raspberry Pi OS

Integrations Supported

Kotlin
C++
Facebook
Instagram
LLaVA
Llama 3.2
Muse Glimmer
Objective-C
OpenAI Whisper
Phi-4-mini-reasoning
PyTorch
Qwen3
Swift
Voxtral
WhatsApp

API Availability

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

Free
Free Version

Supported Platforms

Android
iPhone
iPad
Windows
Mac
Linux

Supported Platforms

Android
iPhone
iPad
Windows
Mac
On-Prem
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

TotalCross

Date Founded

2017

Company Location

Portugal

Company Website

totalcross.com

Company Facts

Organization Name

ExecuTorch

Company Location

United States

Company Website

executorch.ai/

Categories and Features

Embedded GUI Design

Not specified

Categories and Features

AI Inference

Not specified

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