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Acceleration
33 Open Source Acceleration Software Projects
Free and open source acceleration code projects including engines, APIs, generators, and tools.
Proxylessnas
1143 ⭐
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
Temporal Shift Module
1068 ⭐
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
Channel Pruning
955 ⭐
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
Once For All
899 ⭐
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
React Native Sensors
603 ⭐
A developer friendly approach for sensors in React Native
Polygonplanet Chillout
557 ⭐
Reduce CPU usage by non-blocking async loop and psychologically speed up in JavaScript
Set Egpu
382 ⭐
Display-agnostic acceleration of macOS applications using external GPUs.
Wenwei202 Caffe
325 ⭐
Caffe for Sparse and Low-rank Deep Neural Networks
AparAPI
316 ⭐
The New Official Aparapi: a framework for executing native Java and Scala code on the GPU.
Statically
240 ⭐
:zap: Optimization & CDN for images, CSS, JavaScript, and open source
Three Mesh Bvh
204 ⭐
A BVH implementation to speed up raycasting against three.js meshes.
Microsoft Hyperspace
155 ⭐
An open source indexing subsystem that brings index-based query acceleration to Apache Spark™ and big data workloads.
Hrank
126 ⭐
Pytorch implementation of our CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map
Volksdep
124 ⭐
volksdep is an open-source toolbox for deploying and accelerating PyTorch, Onnx and Tensorflow models with TensorRT.
Swarmz
95 ⭐
A free, header-only C++ swarming (flocking) library for real-time applications
D2dlib
62 ⭐
A .NET library provides the hardware-accelerated high performance immediate mode rendering functionality via Direct2D API.
Bar Tender
34 ⭐
An FPGA I/O Device which services physical memory reads/writes via UMDF2 driver
Vdpau Va Driver Vp9
36 ⭐
Experimental VP9 codec support for vdpau-va-driver (NVIDIA VDPAU-VAAPI wrapper) and chromium-vaapi
Model Compression And Acceleration Progress
39 ⭐
Repository to track the progress in model compression and acceleration
Yolov3_lite
30 ⭐
yolov3 model compress and acceleration (quantization, sparse), c++ version
Danchuparticle
29 ⭐
A particle effect with dead simple physics.
Fastpose
28 ⭐
pytorch realtime multi person keypoint estimation
Caffe Computation Graph Optimization
24 ⭐
Caffe Computation Graph Optimization.
Fast Kmeans
24 ⭐
Code to speed up k-means clustering. Originally at BaylorCS/baylorml.
Yb
24 ⭐
A new build tool optimized for local + remote development
Brain
20 ⭐
This repo contains Go implementation and corresponding APIs for acceleration of Binarized Neural Network (BNN) on FPGAs.
Dnnac
21 ⭐
All about acceleration and compression of Deep Neural Networks
Fully Learnable Group Convolution.pytorch
19 ⭐
Implementation of "Fully Learnable Group Convolution for Acceleration of Deep Neural Networks", CVPR'19
Smyrman Units
18 ⭐
Go library that makes it easy to work with physical types, e.g. distances, velocities and angles.
Qconlondon2020 Tornadovm
18 ⭐
Code Examples explained in QCon-London 2020 about TornadoVM
Sigdl
17 ⭐
Deep Learning Compression and Acceleration SDK -- deep model compression for Edge and IoT embedded systems, and deep model acceleration for clouds and private servers
Pymotiontracker
15 ⭐
pymotiontracker is a Python 3 library to read from an MPU6050 (accelerometer + gyroscope) Bluetooth module
Sentieon Dnaseq
14 ⭐
Sentieon DNAseq