Bringing PyTorch models to devices: How much porting can we leave to AI agents? (From the paper)

An AI agent reported that it had "successfully performed inference," but the device's NPU was not actually running. This was ...
InfoWorld

Meta releases PyTorch inference framework for edge devices

ExecuTorch 1.0 allows developers to deploy PyTorch models directly to edge devices, including iOS and Android devices, PCs, and embedded systems, with CPU, GPU, and NPU hardware acceleration.
HackerNoon

GPU Kernels Explained: The Hidden Reason Your AI Model Runs Slowly

A GPU kernel is the code that runs on the GPU when you call an operation like torch.matmul, as thousands of copies at once.
VentureBeat

Meta launches PyTorch Live to build AI-powered mobile experiences

During its PyTorch Developer Day conference, Meta (formerly Facebook) announced PyTorch Live, a set of tools designed to make AI-powered experiences for mobile devices easier. PyTorch Live offers a ...
Semiconductor Engineering

Deploying PyTorch Models On Edge Devices

AI is being rapidly adopted in edge computing. As a result, it is increasingly important to deploy machine learning models on Arm edge devices. Arm-based processors are common in embedded systems ...

[Python x PyTorch] The Story of Encountering a 'Too Close for Comfort' Misclassification While Trying to Build an AI to Identify My Dog | A Challenge from I…

The model dog for this project'I want to build a system that automatically identifies my own dog using AI.'This personal ...
SiliconANGLE

Facebook is moving all of its AI models to the open-source PyTorch framework

Facebook Inc. today revealed that it’s going all-in on PyTorch as its default artificial intelligence framework. The company said that by migrating all of its AI systems to PyTorch, it will be able to ...
InfoWorld

Deploying Deep Learning in Production Gains Multiple Efficiencies

TalkingData is a data intelligence service provider that offers data products and services to provide businesses insights on consumer behavior, preferences, and trends. One of TalkingData’s core ...