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lib_nn: Neural network library

vendor:XMOS
version:0.6.0
scope:General Use
description:Efficient neural network kernels for XMOS devices
category:General Purpose
keywords:AI
devices:xcore.ai

Summary

lib_nn is a library of efficient neural network functions developed to maximize the performance and minimize the memory footprint of neural network inference on XMOS devices.

Features

  • Optimized 8-bit convolution, pooling, fully-connected and elementwise kernels for the XS3 vector unit.
  • Reference (portable C) implementations of each kernel, usable on any platform.

Known issues

  • None

Development repo

Required tools

  • XMOS XTC Tools: 15.3.1

Required libraries (dependencies)

  • None

Related application notes

  • None

Support

This package is supported by XMOS Ltd. Issues can be raised against the software at www.xmos.com/support or using GitHub issues.

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Library of efficient neural network functions

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