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LSUV.pytorch

Implementation of LSUV (Layer-sequential unit-variance) in PyTorch

Install / Use

/learn @shunk031/LSUV.pytorch
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

LSUV.pytorch

Implementation of Layer-sequential unit-variance (LSUV) initialization which is proposed by All you need is a good init in PyTorch.

Requirements

  • PyTorch 1.0+

How to use

from lsuv import lsuv_init

model = lsuv_init(ResNet34(), train_loader, needed_std=1.0, std_tol=0.1,
                  max_attempts=10, do_orthonorm=True, device=device)

Reference

Related Skills

View on GitHub
GitHub Stars9
CategoryEducation
Updated3y ago
Forks4

Languages

Python

Security Score

60/100

Audited on May 1, 2022

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