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The Basics

  • Installation
  • Getting Started
  • Generic Deployment

Supported Platforms

  • Canaan Platforms
  • ST Platforms
  • Google Platforms

Advanced

  • Benchmarking Guide
    • Model-based benchmarks
      • Block-based Benchmark
      • TinyML Perf Benchmark
    • Task-based Benchmarking
  • API Reference
    • Tasks
      • Classification
      • Regression
    • Devices
      • Base class
      • Physical Devices
      • Virtual Devices
    • Benchmarks
      • Benchmark
      • Layer-Based Benchmark
  • Change log

Contribution

  • Contributing
  • Adding a physical device in NeurIO
  • Code of Conduct
  • Wall of Fame

Troubleshooting

  • FAQ
  • .rst

Tasks

Contents

  • Available tasks

Tasks#

This module contains the tasks that can be used to assess the performance of a model.

Available tasks#

  • Classification
    • MNISTClassification
    • CIFAR10Classification
    • ImageNetClassification
    • NMNISTClassification
    • SHDClassification
  • Regression

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API Reference

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Classification
Contents
  • Available tasks

By Simon Narduzzi, Dorvan Favre, Romain Gaulier, Nicolas Cantale, and others

© Copyright 2022–2023, CSEM.