minGRU-pytorch 0.0.10

minGRU

minGRU

Implementation of the proposed minGRU in Pytorch, only the log-space numerically stable version.

Install

$ pip install minGRU-pytorch

Usage

import torch
from minGRU_pytorch import minGRU

min_gru = minGRU(512)

x = torch.randn(2, 1024, 512)

out = min_gru(x)

assert x.shape == out.shape

Test

enwik8

$ python train.py

Citations

@inproceedings{Feng2024WereRA,
    title   = {Were RNNs All We Needed?},
    author  = {Leo Feng and Frederick Tung and Mohamed Osama Ahmed and Yoshua Bengio and Hossein Hajimirsadegh},
    year    = {2024},
    url     = {https://api.semanticscholar.org/CorpusID:273025630}
}