gemmini

Hardware simulator

A platform for exploring and evaluating deep learning hardware acceleration using a full-system simulation approach

Berkeley's Spatial Array Generator

GitHub

828 stars
31 watching
176 forks
Language: Scala
last commit: almost 2 years ago
Linked from 1 awesome list

acceleratorasicdnn

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
mil-tokyo/webdnnA framework that accelerates deep neural networks in web browsers using optimized models and GPU acceleration.1,978
doonny/pipecnnA tool for accelerating convolutional neural networks on Field-Programmable Gate Arrays (FPGAs) using OpenCL-based hardware design1,264
unagiootoro/ruby-dnnA Ruby-based deep learning library for building and training neural networks46
ucb-bar/midasAutomated framework for converting digital circuit designs into FPGA-accelerated simulators98
maestro-project/frameA tool for analyzing and optimizing DNN accelerators31
shigekikarita/grain2A library that provides an autograd and GPGPU framework for dynamic neural networks in D.7
yixuan/minidnnA C++ library implementing deep neural networks with good performance and modularity399
amd/opencl-caffeAn OpenCL implementation of Caffe, a mainstream DNN framework.518
nngen/nngenGenerates hardware-specific accelerator designs for neural networks340
conan7882/googlenet-inceptionAn implementation of a deep neural network architecture for image classification using pre-trained models and fine-tuning on the CIFAR-10 dataset.285
mofanv/darknetzAn application that runs several layers of a Deep Neural Network model in a secure environment for model privacy at the edge86
mit-han-lab/proxylessnasDirect neural architecture search on target task and hardware for efficient model deployment1,429
jhkim89/pyramidnetA Torch implementation of a novel neural network architecture designed to improve the generalization ability of deep image classification models.129
namisan/mt-dnnA PyTorch package implementing multi-task deep neural networks for natural language understanding2,238
torch/cunnA CUDA implementation of neural network modules and related GPU operations215