Back to List

Quick answer

Quantizing ResNet variants with Vitis-AI 3.0 & Pytorch is an open source FPGA project from Hackster.io, indexed by ZouIC. This tutorial detailed on Quantization steps (including PTQ, Fast-finetuning & QAT) for Renset 50, 101 & 152 in Pytorch & Vitis AI 3.0.

Source
Hackster.io
Focus
FPGA
Author
LogicTronix [FPGA Design + Machine Learning Company]
Published
2023-08-02

Common questions

What does Quantizing ResNet variants with Vitis-AI 3.0 & Pytorch do?

This tutorial detailed on Quantization steps (including PTQ, Fast-finetuning & QAT) for Renset 50, 101 & 152 in Pytorch & Vitis AI 3.0.

Where does Quantizing ResNet variants with Vitis-AI 3.0 & Pytorch come from?

ZouIC indexes it from Hackster.io, original page at https://www.hackster.io/LogicTronix/quantizing-resnet-variants-with-vitis-ai-3-0-pytorch-550a04.

What stack does Quantizing ResNet variants with Vitis-AI 3.0 & Pytorch use?

tags AMD Xilinx, tutorial, intermediate.

When was Quantizing ResNet variants with Vitis-AI 3.0 & Pytorch published?

The source page lists 2023-08-02.

Quantizing ResNet variants with Vitis-AI 3.0 & Pytorch
Hackster.io All from this source License per the original page fpga

Indexed by ZouIC from the source platform public page, for developer reference only. Copyright and licensing stay with the author; get code and files from the original platform.

Quantizing ResNet variants with Vitis-AI 3.0 & Pytorch

Published 2023-08-02

This tutorial detailed on Quantization steps (including PTQ, Fast-finetuning & QAT) for Renset 50, 101 & 152 in Pytorch & Vitis AI 3.0.

Technical Specifications

Source platform
Hackster.io
Listing note
Metadata fetched from the public platform page; copyright belongs to the original author.
Difficulty
intermediate
content type
tutorial

Related resources and purchase links

Statistics

respects
13
views
2531

Project Info

Source PlatformHackster.io
Categoryfpga
LicenseLicense per the original page
Views2531
Likes13
Discussions0

Author Info

LogicTronix [FPGA Design + Machine Learning Company]
View Profile

Citation Note

This content is sourced from Hackster.io Platform,All rights reserved by the original author. This platform only provides indexing and summaries. For detailed content, please visit the original link.

License per the original page
Created by GeekWaedon @GeekWaedon
Hardware maker and AI practitioner. This entire website was built hands-on with AI tools.
Join my Knowledge PlanetWeChat: search "GeekWaedon"