AdasOptimizer VS pytorch-optimizer

Compare AdasOptimizer vs pytorch-optimizer and see what are their differences.

AdasOptimizer

ADAS is short for Adaptive Step Size, it's an optimizer that unlike other optimizers that just normalize the derivative, it fine-tunes the step size, truly making step size scheduling obsolete, achieving state-of-the-art training performance (by YanaiEliyahu)
Optimizer adam adam-optimizer artifical-neural-network Deep Learning Mnist Machine Learning
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pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch (by jettify)
Pytorch Optimizer diffgrad adamod lamb yogi accsgd adabound novograd shampoo lookahead swats sgdp adabelief Apollo HacktoberFest
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AdasOptimizer pytorch-optimizer
2 3
85 2,946
- -
5.8 3.1
over 3 years ago about 1 month ago
C++ Python
MIT License Apache License 2.0
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.
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AdasOptimizer

Posts with mentions or reviews of AdasOptimizer. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-01-15.

pytorch-optimizer

Posts with mentions or reviews of pytorch-optimizer. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-28.

What are some alternatives?

When comparing AdasOptimizer and pytorch-optimizer you can also consider the following projects:

ML-Optimizers-JAX - Toy implementations of some popular ML optimizers using Python/JAX

sam - SAM: Sharpness-Aware Minimization (PyTorch)

DemonRangerOptimizer - Quasi Hyperbolic Rectified DEMON Adam/Amsgrad with AdaMod, Gradient Centralization, Lookahead, iterative averaging and decorrelated Weight Decay

imagenette - A smaller subset of 10 easily classified classes from Imagenet, and a little more French

VQGAN-CLIP - Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.

tensorflow - An Open Source Machine Learning Framework for Everyone

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

simple-sam - Sharpness-Aware Minimization for Efficiently Improving Generalization

AdasOptimizer vs ML-Optimizers-JAX pytorch-optimizer vs sam AdasOptimizer vs DemonRangerOptimizer pytorch-optimizer vs DemonRangerOptimizer AdasOptimizer vs imagenette pytorch-optimizer vs VQGAN-CLIP AdasOptimizer vs tensorflow pytorch-optimizer vs imagenette AdasOptimizer vs Pytorch pytorch-optimizer vs simple-sam