Adan VS AdamP

Compare Adan vs AdamP and see what are their differences.

Adan

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models (by sail-sg)
adan bert-model convnext Deep Learning fairseq mae Optimizer resnet timm vit transformer-xl Artificial intelligence diffusion dreamfusion gpt2 Pytorch cuda-programming
Source Code
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AdamP

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021) (by clovaai)
Deep Learning Optimizer optimizer-algorithms Machine Learning Pytorch iclr2021
Source Code
clovaai.github.io
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Adan AdamP
1 1
727 409
1.2% 1.5%
4.6 0.0
about 1 month ago over 3 years ago
Python Python
Apache License 2.0 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.

Adan

Posts with mentions or reviews of Adan. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-24.

AdamP

Posts with mentions or reviews of AdamP. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing Adan and AdamP you can also consider the following projects:

Sophia - Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.

horovod - Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Adan-pytorch - Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch

sam - SAM: Sharpness-Aware Minimization (PyTorch)

dadaptation - D-Adaptation for SGD, Adam and AdaGrad

OASIS - Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)

pytorch_resnet_cifar10 - Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Adan vs Sophia AdamP vs horovod Adan vs Adan-pytorch AdamP vs sam Adan vs dadaptation AdamP vs OASIS Adan vs pytorch_resnet_cifar10 AdamP vs EasyOCR