ExecuTorch 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.

Pricing

Pricing Starts At:
Free
Free Version:
Yes

Integrations

API:
Yes, ExecuTorch has an API

Reviews

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Company Details

Company:
ExecuTorch
Headquarters:
United States
Website:
executorch.ai/

Media

ExecuTorch Screenshot 1
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Product Details

Platforms
Windows
Mac
Linux
iPhone App
iPad App
Android App
On-Premises
Types of Training
Training Docs
Customer Support
Online Support

ExecuTorch Features and Options

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