---
title: "AI Edge Torch: High Performance Inference of Pytorch Models on Mobile Devices"
url: https://daily.dev/posts/ai-edge-torch-high-performance-inference-of-pytorch-models-on-mobile-devices-tdv6fipx6
source_url: https://developers.googleblog.com/en/ai-edge-torch-high-performance-inference-of-pytorch-models-on-mobile-devices/
type: article
source: "Google Developers"
published: 2024-05-14T20:36:21.441Z
updated: 2024-05-14T20:36:20.467Z
tags: ["ai", "tensorflow", "pytorch", "edge-computing"]
reading_time: 3
upvotes: 3
comments: 0
language: en
---

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# AI Edge Torch: High Performance Inference of Pytorch Models on Mobile Devices

**[Google Developers](https://daily.dev/sources/googledevs)** · 3 min read · 3 upvotes · 0 comments

## Summary

Google AI Edge Torch is a new offering that provides a direct path from PyTorch to the TensorFlow Lite runtime for high-performance inference of PyTorch models on mobile devices. It offers easy conversion, great model coverage, and CPU performance. The release includes coverage and performance improvements over existing workflows, early adoption by Shopify for on-device background removal, and partnerships with hardware companies for improved performance and coverage. Qualcomm has also released a new TensorFlow Lite delegate that provides significant speedups using DSP and neural processing units.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://developers.googleblog.com/en/ai-edge-torch-high-performance-inference-of-pytorch-models-on-mobile-devices/>

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---

Tags: [#ai](https://daily.dev/tags/ai), [#tensorflow](https://daily.dev/tags/tensorflow), [#pytorch](https://daily.dev/tags/pytorch), [#edge-computing](https://daily.dev/tags/edge-computing)

[View this post on daily.dev](https://daily.dev/posts/ai-edge-torch-high-performance-inference-of-pytorch-models-on-mobile-devices-tdv6fipx6)