learning-rate-scheduling

A guide that integrates Pytorch DistributedDataParallel, Apex, warmup, learning rate scheduler, also mentions the set-up of early-stopping and random seed.

pytorch distributed apex warmup early-stopping learning-rate-scheduling pytorch-distributeddataparallel random-seeds

Updated May 22, 2022
Python

abhuse / cyclic-cosine-decay

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Pytorch cyclic cosine decay learning rate scheduler

pytorch learning-rate-decay learning-rate-scheduling

Updated May 31, 2021
Jupyter Notebook

YuchenJin / autolrs

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Automatic learning-rate scheduler

machine-learning deep-learning hyperparameter-tuning automl learning-rate-scheduling

Updated Apr 12, 2021
Python

lehduong / torch-warmup-lr

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Warmup learning rate wrapper for Pytorch Scheduler

deep-learning pytorch learning-rate-scheduling learning-rate-warmup

Updated Apr 12, 2020
Python

git-disl / LRBench

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A learning rate recommending and benchmarking tool.

deep-learning learning-rate-scheduling learning-rate-benchmarking

Updated May 19, 2023
Python

ahundt / sharpDARTS

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sharpDARTS: Faster and More Accurate Differentiable Architecture Search

computer-vision deep-learning pytorch neural-networks hyperparameter-optimization imagenet nas hyperparameter-tuning learning-rate cifar10 sota neural-architecture-search hyperparameter-search state-of-the-art architecture-search cosine-annealing learning-rate-scheduling differentiable-hyperparamter-search cosine-power-annealing power-cosine-annealing

Updated Feb 7, 2021
Python

JonnoFTW / keras_find_lr_on_plateau

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Keras Callback to Automatically Adjust the learning rate when it stops improving

keras learning-rate-scheduling

Updated Jul 23, 2019
Python

TheQuantScientist / Lightweight-Transformer

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[PENDING] A lightweight but efficient Transformer model for accurate univariate stock price forecasting, designed for real-time trading applications. This project transforms the vanilla Transformer architecture for higher-precision financial time series analysis with minimal computational demands.

learning-rate-scheduling stock-prices-prediction dynamic-masking lightweight-transformer

Updated Jul 16, 2024
Jupyter Notebook

timesler / lr-momentum-scheduler

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Pytorch implementation of arbitrary learning rate and momentum schedules, including the One Cycle Policy

deep-learning pytorch learning-rate learning-rate-finder onecyclepolicy learning-rate-scheduling

Updated Jul 15, 2020
Python

developer0hye / Learning-Rate-WarmUp

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learning-rate-decay learning-rate-scheduling learning-rate-warmup

Updated Apr 11, 2022

cybertronai / pytorch-fd

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Implementation of fluctuation dissipation relations for automatic learning rate annealing.

pytorch learning-rate-scheduling

Updated Jul 24, 2019
Python

ZIB-IOL / BIMP

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Code to reproduce the experiments of ICLR2023-paper: How I Learned to Stop Worrying and Love Retraining

sparsity deep-learning neural-network optimization pytorch pruning learning-rate-scheduling

Updated Feb 23, 2023
Python

sdamadi / image-classification

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Comprehensive image classification for training multilayer perceptron (MLP), LeNet, LeNet5, conv2, conv4, conv6, VGG11, VGG13, VGG16, VGG19 with batch normalization, ResNet18, ResNet34, ResNet50, MobilNetV2 on MNIST, CIFAR10, CIFAR100, and ImageNet1K.