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conv-sv's Introduction

Bounding Singular Values of Convolution Layers

Code for reproducing experiments in ["Bounding Singular Values of Convolution Layers"]

Prerequisites

  • Python, NumPy, Pytorch, Argparse
  • A recent NVIDIA GPU

Basic Usage

To train the model with parameter value BETA, run python trainer.py --beta BETA. To access all the parameters use python trainer.py --help.

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