Implementing CNN code in CUDA and OpenCL to evaluate its performance on NVIDIA GPUs, AMD GPUs, and an FPGA platform.
☆55Apr 25, 2017Updated 9 years ago
Alternatives and similar repositories for CNN-Acceleration
Users that are interested in CNN-Acceleration are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- OpenCL implementation of a NN and CNN☆22Jun 27, 2018Updated 8 years ago
- I'm going to use the Winograd’s minimal filtering algorithms to introduce a new class of fast algorithms for convolutional neural networks…☆12Mar 22, 2018Updated 8 years ago
- A machine learning library capable of training various deep neural networks (RNNs, LSTMs, DBNs, ect...) on a GPU. It makes use of auto-di…☆10Aug 28, 2018Updated 8 years ago
- Escoin: Efficient Sparse Convolutional Neural Network Inference on GPUs☆16Feb 28, 2019Updated 7 years ago
- An OpenCL-based FPGA Accelerator for Convolutional Neural Networks☆1,390Feb 14, 2022Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A project on hardware design for convolutional neural network. This neural network is of 2 layers with 400 inputs in the first layer. Thi…☆18Mar 5, 2018Updated 8 years ago
- OpenCL HLS based CNN Accelerator on Intel DE10 Nano FPGA.☆82Oct 3, 2023Updated 2 years ago
- This repo has codes for hardware accelerator design for CNNs using high level synthesis from Altera.☆13Dec 18, 2017Updated 8 years ago
- This repo is for ECE44x (Fall2015-Spring2016)☆21Feb 12, 2018Updated 8 years ago
- Designing CNN accelerator using a Xilinx FPGA board and comparing performance with CPU.☆21Feb 28, 2021Updated 5 years ago
- OpenCL Labs for PAPAA Summer School 2016 Edition☆46Jul 24, 2017Updated 9 years ago
- This repository hosts the code for an FPGA based accelerator for convolutional neural networks☆196Jun 20, 2024Updated 2 years ago
- A convolutional neural network implemented in hardware (verilog)☆166Sep 7, 2017Updated 9 years ago
- verilog CNN generator for FPGA☆34Jan 4, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆11Sep 3, 2022Updated 4 years ago
- Platform + GUI for hyperparameter optimization of recurrent neural networks (MATLAB).☆10Dec 29, 2021Updated 4 years ago
- Driver for the Explore-NFC card by NXP for the Raspberry Pi (http://www.nxp.com/demoboard/PNEV512R.html)☆20Sep 24, 2014Updated 12 years ago
- This is a c++ implementation of an LSTM Neural Network parallelized for a GPU using CUDA☆24Oct 29, 2017Updated 8 years ago
- CUDA and OpenCL SVM training benchmark☆16Jul 20, 2017Updated 9 years ago
- OpenCL Demos for Xilinx FPGAs☆31Dec 7, 2015Updated 10 years ago
- ☆13May 8, 2020Updated 6 years ago
- A simple script to plot the Roofline model for given HW platforms and applications☆10Mar 17, 2026Updated 6 months ago
- Codebase for the paper "A Gradient Flow Framework for Analyzing Network Pruning"☆20Jan 31, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Fun project to run your own LLM chat bot using llama.cpp☆11Jun 9, 2023Updated 3 years ago
- Distributed SDDMM Kernel☆13Jul 8, 2022Updated 4 years ago
- first-order deep learning accelerator model☆22Nov 27, 2017Updated 8 years ago
- A FIFO or Queue is an array of memory commonly used in hardware to transfer transfer data between two circuits with different clocks. The…☆16Nov 5, 2017Updated 8 years ago
- Surface water quality data analysis and prediction of Potomac River, West Virginia, USA. Using time series forecasting, and anomaly detec…☆21Jun 6, 2020Updated 6 years ago
- SDAccel Examples☆360May 20, 2022Updated 4 years ago
- DE1SOC DE10-NANO DE10-Standard OpenCL hardware that support VGA and desktop. And Some applications such as usb camera YUYV to RGB , Sobel…☆96Nov 7, 2020Updated 5 years ago
- Docker&vLLM官方镜像部署DeepSeek模型，在生产环境中提供类OpenAI接口服务。☆14Jul 17, 2025Updated last year
- ☆84Jul 16, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Compression of images with JPEG algorithm using python and Huffman codes.☆10Apr 12, 2020Updated 6 years ago
- 🔮 High-performance kaleidoscope effects for real-time applications☆15Sep 2, 2026Updated 3 weeks ago
- ☆23Jun 12, 2021Updated 5 years ago
- ☆14Apr 8, 2025Updated last year
- Verilog Code and Logisim simulation of a Weighted Round Robit Arbiter circuit using digital components☆20Mar 10, 2018Updated 8 years ago
- Matlab mex wrappers to cuSPARSE (NVIDIA)☆11Dec 10, 2025Updated 9 months ago
- FPGA-based ZynqNet CNN accelerator developed by Vivado_HLS☆116Jun 24, 2017Updated 9 years ago