atrifex / CNN-Acceleration
Implementing CNN code in CUDA and OpenCL to evaluate its performance on NVIDIA GPUs, AMD GPUs, and an FPGA platform.
☆54Updated 8 years ago
Alternatives and similar repositories for CNN-Acceleration
Users that are interested in CNN-Acceleration are comparing it to the libraries listed below
Sorting:
- OpenCL Labs for PAPAA Summer School 2016 Edition☆46Updated 7 years ago
- Course Webpage for CS 217 Hardware Accelerators for Machine Learning, Stanford University☆97Updated 2 years ago
- This is a collection of works on neural networks and neural accelerators.☆40Updated 6 years ago
- PyTorch implementation of DiracDeltaNet from paper Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs☆31Updated 5 years ago
- Official implementation of "Searching for Winograd-aware Quantized Networks" (MLSys'20)☆27Updated last year
- Light-weighted neural network inference for object detection on small-scale FPGA board☆91Updated 5 years ago
- The 1st place winner's source codes for DAC 2018 System Design Contest, FPGA Track☆89Updated 6 years ago
- Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)☆191Updated 6 years ago
- ☆30Updated 2 years ago
- My name is Fang Biao. I'm currently pursuing my Master degree with the college of Computer Science and Engineering, Si Chuan University, …☆51Updated 2 years ago
- ☆36Updated 6 years ago
- Explore the energy-efficient dataflow scheduling for neural networks.☆221Updated 4 years ago
- ☆14Updated 5 years ago
- ☆119Updated 7 years ago
- ☆70Updated 5 years ago
- Simulator for BitFusion☆99Updated 4 years ago
- Winograd-based convolution implementation in OpenCL☆28Updated 8 years ago
- ☆33Updated 6 years ago
- FireSim-NVDLA: NVIDIA Deep Learning Accelerator (NVDLA) Integrated with RISC-V Rocket Chip SoC Running on the Amazon FPGA Cloud☆160Updated 3 years ago
- Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.☆212Updated 6 years ago
- ☆39Updated 8 years ago
- BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing☆138Updated 5 years ago
- ☆53Updated 5 years ago
- Eyeriss chip simulator☆36Updated 5 years ago
- This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Netwo…☆31Updated 5 years ago
- Reproduction of WAGE in PyTorch.☆42Updated 6 years ago
- Residual Binarized Neural Network☆43Updated 7 years ago
- Aiming at an AI Chip based on RISC-V and NVDLA.☆20Updated 7 years ago
- A Winograd based kernel for convolutions in deep learning framework☆15Updated 7 years ago
- pytorch fixed point training tool/framework☆34Updated 4 years ago