performer-pytorch VS memory-efficient-attention-pytorch

Compare performer-pytorch vs memory-efficient-attention-pytorch and see what are their differences.

performer-pytorch

An implementation of Performer, a linear attention-based transformer, in Pytorch (by lucidrains)

memory-efficient-attention-pytorch

Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory" (by lucidrains)
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performer-pytorch memory-efficient-attention-pytorch
2 2
1,088 227
- -
1.8 6.1
almost 3 years ago over 1 year ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

performer-pytorch

Posts with mentions or reviews of performer-pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-21.

memory-efficient-attention-pytorch

Posts with mentions or reviews of memory-efficient-attention-pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-09.

What are some alternatives?

When comparing performer-pytorch and memory-efficient-attention-pytorch you can also consider the following projects:

long-range-arena - Long Range Arena for Benchmarking Efficient Transformers

flash-attention - Fast and memory-efficient exact attention

Perceiver - Implementation of Perceiver, General Perception with Iterative Attention in TensorFlow

x-transformers - A concise but complete full-attention transformer with a set of promising experimental features from various papers

reformer-pytorch - Reformer, the efficient Transformer, in Pytorch

vit-pytorch - Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

memory-efficient-attention-pyt

deep-implicit-attention - Implementation of deep implicit attention in PyTorch

Compact-Transformers - Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)

scenic - Scenic: A Jax Library for Computer Vision Research and Beyond

routing-transformer - Fully featured implementation of Routing Transformer

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