jianyuheng

Ranger_tensorflow

RAdam+Lookahead

dynamic-relu-tf

Refer to https://github.com/Islanna/DynamicReLU

Triplet-Attention-tf

Gradient-Centralization_tensorflow

reproducing by tensorflow1.14

lans_optimizer

Referenced from 'Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes' (http://arxiv.org/abs/2006.13484)

PocketFlow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

AM-LFS-tf

Reproducing "AM-LFS: AutoML for Loss Function Search" via tensorflow-v1.14

ConfigurationFiles

configuration files, such as repo (download android source file)、.git-completion.bash(git autocomplete bash)

DeepLearningExamples

Deep Learning Examples

ECANet-tfv1

Reproduce ECANet via tensorflow1.x

enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

hok_env

dev for pytorch

imagenet_resnet50_lamb

infomax

extract features by maximizing mutual information

L2T-loss-tf

Learning to Teach with Dynamic Loss Functions.

LAMB_tensorflow1.14

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

NAO

Neural Architecture Optimization

NAT

Implementation for NAT.

nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

over9000

Over9000 optimizer

pmd-lamb_optimizer

Referenced from 'Large Batch Optimization for Object Detection: Training COCO in 12 Minutes' (http://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123660477.pdf)

PTQ4SD

Post training quantization for stable diffusion

pyhessian

pyhessian is a TensorFlow module which can be used to estimate Hessian matrices

skipinit_exp

Replace BN with skipinit or fixup.

spectral-density

Hessian spectral density estimation in TF and Jax

SSD.TensorFlow

State-of-the-art Single Shot MultiBox Detector in Pure TensorFlow, QQ Group: 758790869

VAE-for-Image-Generation

Variational AutoEncoder - Keras implementation on mnist and cifar10 datasets

vega

AutoML tools chain

yolov3-network-slimming

yolov3 network slimming剪枝的一种实现