Implementation of different machine learning models using Apple's Metal Performance Shaders Graph API.
License: MIT License
This repository is work in progress.
Implementation of different machine learning models using Apple's Metal Performance Shaders Graph API.
| Model | Implemented | Note |
|---|---|---|
| VGG16BN | Yes | BN does not use running mean |
| ResNet50 | In progress | |
| UNet-2D | Planned | |
| UNet-3D | Planned |
TODO.
Max-Heinrich Laves
@MaxLaves
@[email protected]
Batch normalization in VGG16 currently does not compute running mean and variance during training. For this, we need to pass vectors for the running mean and variance as input to the graph and return the values after each forward pass.
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