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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
OnPoint’s CORTEX™ serves as a sophisticated analytics platform that utilizes both historical data and the expertise of your process engineers to enhance profits by boosting operational efficiencies, which includes higher production rates and reduced downtime. Unlike basic regression or statistical methods, CORTEX integrates machine learning with powerful computational capabilities, allowing models to derive insights from intricate process data. You can upload your data in its original format, and CORTEX will automatically clean it, fill in missing values, and manage categorical variables effectively. It also provides tools for visualizing and eliminating outliers while permitting the addition of rows and columns to analyze which variables significantly impact your processes. The platform’s unique algorithm spares you the effort of searching for the optimal model, as MaGE generates a diverse range of models along with an optimized ensemble model and delivers performance scores for each. Ultimately, CORTEX empowers users to make data-driven decisions with confidence and efficiency.
API Access
Has API
API Access
Has API
Integrations
C++
Facebook
Instagram
Kotlin
LLaVA
Llama 3.2
Muse Glimmer
Objective-C
OpenAI Whisper
Phi-4-mini-reasoning
Integrations
C++
Facebook
Instagram
Kotlin
LLaVA
Llama 3.2
Muse Glimmer
Objective-C
OpenAI Whisper
Phi-4-mini-reasoning
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
OnPoint - A Koch Engineered Solutions Company
Country
United States
Website
www.onpointsolutions.com/cortex/
Product Features
Product Features
Predictive Analytics
AI / Machine Learning
Benchmarking
Data Blending
Data Mining
Demand Forecasting
For Education
For Healthcare
Modeling & Simulation
Sentiment Analysis