fpgasystems / ZipML-PYNQ
Linear model training using stochastic gradient descent (SGD) on PYNQ with full to low precision.
☆53Updated 7 years ago
Alternatives and similar repositories for ZipML-PYNQ:
Users that are interested in ZipML-PYNQ are comparing it to the libraries listed below
- CNN accelerator☆27Updated 7 years ago
- Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ☆54Updated 3 years ago
- Residual Binarized Neural Network☆44Updated 6 years ago
- Introductory examples for using PYNQ with Alveo☆49Updated last year
- An Synthesizable Deep Learning Library based on Xilinx High Level Synthesis(HLS) tool☆15Updated 7 years ago
- ☆29Updated 6 years ago
- ☆83Updated 7 months ago
- Compact LSTM inference kernel (CLINK) designed in C/HLS for FPGA implementation.☆17Updated 5 years ago
- HLS implemented systolic array structure☆41Updated 7 years ago
- FPGA-based stochastic gradient descent (powered by ZipML - Low-precision machine learning on reconfigurable hardware)☆33Updated 4 years ago
- MAERI public release☆31Updated 3 years ago
- ☆56Updated 4 years ago
- ☆83Updated 4 years ago
- MAESTRO binary release☆22Updated 5 years ago
- Systolic array based hardware for Image processing on the SPARTAN-6 FPGA☆12Updated 8 years ago
- ☆88Updated 4 years ago
- Caffe to VHDL☆66Updated 4 years ago
- Systolic-array based Deep Learning Accelerator generator☆25Updated 4 years ago
- Contains FPGA benchmarks for Vivado HLS and Catapult HLS☆26Updated 4 years ago
- Light-weighted neural network inference for object detection on small-scale FPGA board☆91Updated 5 years ago
- Hand-written HDL code and C-based HLS designs for K-means clustering implementations on FPGAs☆48Updated 7 years ago
- Hot & Spicy tool suite☆23Updated 3 years ago
- MAERI: A DNN accelerator with reconfigurable interconnects to support flexible dataflow (http://synergy.ece.gatech.edu/tools/maeri/)☆60Updated 3 years ago
- ☆33Updated 5 years ago
- The 1st place winner's source codes for DAC 2018 System Design Contest, FPGA Track☆89Updated 6 years ago
- This repo is for ECE44x (Fall2015-Spring2016)☆19Updated 6 years ago
- ☆71Updated last year
- Models and examples built with hls4ml☆12Updated 4 years ago
- ☆45Updated 4 years ago
- PYNQ, Neural network Language model, Overlay☆105Updated 5 years ago