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mainiiit's Introduction

Visualization of the Loss Function of Neural Networks

This is the repo of Yanglin Xu's master thesis.

Usage of the repo

Training of CNNs and plotting loss surfaces of the loss functions.

Description of files

main.py realize the main function of the repo, which can both train a network and plot loss surface.
train_script.py is used to train a specified network with different conditions.
main_script.py is a further implement of main.py
Other files are modules of the repo.

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