esp-nn

Optimised Neural Network functions for Espressif chipsets

APACHE-2.0 License

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Committers
4
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Ecosystems: ESP32, ESP8266

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esp-nn - v1.0 Beta Latest Release

Published by kedars almost 2 years ago

ESP-NN release v1.0 Beta

Supported/Tested Espressif Chipsets:

  • ESP32-S3 (Assembly optimizations)
  • ESP32 (Generic optimizations)
  • ESP32-C3 (Generic optimizations)

ESP-NN is tested to work with following ML framework:

  • TFlite-Micro

This release provides optimizations for the following kernels (layers) from TFlite-Micro:

  1. Convolution
  2. Depthwise Convolution
  3. Fully Connected
  4. MaxPool, AvgPool
  5. SoftMax
  6. Add
  7. Mul
  8. Relu

Please find the details on how to use ESP-NN, and other useful info here.

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