Stars
PyTorch model to RTL flow for low latency inference
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
Implements pytorch code for the Accelerated SGD algorithm.
Count the MACs / FLOPs of your PyTorch model.
Flops counter for convolutional networks in pytorch framework
Official Pytorch Implementation of Unsupervised Representation Learning for Binary Networks by Joint Classifier Training (CVPR 2022)
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)
Pytorch implementation of convolutional neural network visualization techniques
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.
pytorch-tiny-imagenet
Tiny-ImageNet Classifier using Pytorch
Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch
Wide Residual Networks (WideResNets) in PyTorch
Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019
Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2018 and IJCV
[CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for accurate binary neural networks.
TensorFlow Implementation of Deep Mutual Learning
Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network
A curated list of awesome self-supervised methods
pytorch model summary, statistic parameters number, memory usage, FLOPs and so on
Light weight threading library for gem5 syscall emulator (git mirror)