Metadata-Version: 2.1
Name: tucker-conv
Version: 1.0.1
Summary: Implementation of Tucker Convolution Layer
Home-page: https://github.com/novice03/tucker-conv
Author: Pranav Pulijala
License: UNKNOWN
Description: ## Tucker Convolutional Layers
        
        PyTorch implementation of Tucker Convolutional Layers as introduced in [MobileDets: Searching for Object Detection Architectures for Mobile Accelerators](https://arxiv.org/abs/2004.14525v3). Ross Wightman's timm library has been used for some helper functions and inspiration for syntax style.
        
        ## Installation
        
        ```bash
        $ pip install tucker-conv
        ```
        
        ## Usage
        
        ```python
        from tucker_conv.conv import TuckerConv
        import torch
        
        tucker = TuckerConv(30, 30, in_comp_ratio = 0.25, out_comp_ratio = 0.75)
        input = torch.randn([1, 30, 512, 512])
        
        output = tucker(input)
        ```
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
