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annotated_deep_learning_paper_implementations

🧑‍🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

brevitas

Brevitas: quantization-aware training in PyTorch

cccc-lite

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

doc-training-tools

dory

A tool to deploy Deep Neural Networks on PULP-based SoC's

dtr-prototype

Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616

gemmlowp

Low-precision matrix multiplication

how2mkdla

how to create a Deep Learning Accelerator

meal-v2

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks

mempool

A 256-RISC-V-core system with low-latency access into shared L1 memory.

mockingbird

🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

model-compression-and-acceleration-progress

Repository to track the progress in model compression and acceleration

mpeg-pcc-tmc13

Geometry based point cloud compression (G-PCC) test model

neuronika

Tensors and dynamic neural networks in pure Rust.

nvcomp

A library for fast lossless compression/decompression on the GPU

object-detection-and-tracking

Object Detection and Multi-Object Tracking

opencv-mobile

The minimal opencv for Android, iOS, ARM Linux, Windows, Linux, MacOS, WebAssembly

pnnx

PyTorch Neural Network eXchange

pytorch-on-angel

PyTorch On Angel, arming PyTorch with a powerful Parameter Server, which enable PyTorch to train very big models.

sense

Enhance your application with the ability to see and interact with humans using any RGB camera.

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

torchprofile

A general and accurate MACs / FLOPs profiler for PyTorch models

vk_compute_mipmaps

Customizable compute shader for fast cache-aware mipmap generation

vlsi_project

The template for VLSI project

xnor-net-pytorch

PyTorch Implementation of XNOR-Net