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
Once For All 899 ⭐
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
Polygonplanet Chillout 557 ⭐
AparAPI 316 ⭐
The New Official Aparapi: a framework for executing native Java and Scala code on the GPU.
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.
D2dlib 62 ⭐
A .NET library provides the hardware-accelerated high performance immediate mode rendering functionality via Direct2D API.
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
Brain 20 ⭐
This repo contains Go implementation and corresponding APIs for acceleration of Binarized Neural Network (BNN) on FPGAs.
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.
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