zero-init

PyTorch implementation of ZerO Initialization


Keywords
pytorch, implementation
Install
pip install zero-init==0.2

Documentation

ZerO-Initialization-PyTorch

A PyTorch implementation of ZerO initialization (for Linear and Conv2d layers)

Original Paper: https://arxiv.org/abs/2110.12661

Usage

# Import
from zero_init import ZerO_Init

# Define your model
model = ...

# Apply ZerO Initialization
# NOTE: Only initializes torch.nn.Linear and torch.nn.Conv2d layers
model.apply(ZerO_Init)