Categorygorgonia.org/gorgoniaexamplesconvnet
package
0.9.18
Repository: https://github.com/gorgonia/gorgonia.git
Documentation: pkg.go.dev
Versions
1
Dependencies
16
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0
Files
312 SLOC

# README

ConvNet experimental

This is an example of a 3-layer ConvNet built with Gorgonia. It uses the MNIST data as an example. The MNIST data is not provided, and MUST be put in ../testdata.

This example currently works but is very slow, pending a change in transpose algorithms.

A step by step tutorial is exposed on to the Gorgonia website: https://gorgonia.org/tutorials/mnist/

Disclaimer

This example comes with a basic implementation of a ConvNet. It does not contain:

  • Model serialization (you cannot save your models)
  • Checkpointing.
  • Multithreaded batching (training is highly serial).