QDucasse / nn_benchmark
🧠 Benchmark facility to train networks on different datasets for PyTorch/Brevitas
☆24Updated last year
Related projects: ⓘ
- Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ☆51Updated 2 years ago
- SAMO: Streaming Architecture Mapping Optimisation☆31Updated 11 months ago
- ☆23Updated last month
- An HLS based winograd systolic CNN accelerator☆46Updated 3 years ago
- An LSTM template and a few examples using Vivado HLS☆39Updated 4 months ago
- ☆67Updated 4 years ago
- Approximate layers - TensorFlow extension☆25Updated 4 months ago
- ☆53Updated 4 years ago
- FPGA-based neural network inference project for 2020 DAC System Design Contest☆109Updated 3 years ago
- Designs for finalist teams of the DAC System Design Contest☆34Updated 4 years ago
- 2020 xilinx summer school☆16Updated 4 years ago
- ☆32Updated 5 years ago
- Open Source Compiler Framework using ONNX as Frontend and IR☆29Updated 2 years ago
- DAC System Design Contest 2020☆29Updated 4 years ago
- A collection of tutorials for the fpgaConvNet framework.☆28Updated last month
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆87Updated 2 years ago
- Vitis HLS Library for FINN☆173Updated 3 months ago
- PolyLUT is the first quantized neural network training methodology that maps a neuron to a LUT while using multivariate polynomial functi…☆37Updated 7 months ago
- Accelergy is an energy estimation infrastructure for accelerator energy estimations☆124Updated 2 weeks ago
- Repository for work on on Xilinx's matrix vector activation unit's RTL implementation. Documentation available at: https://asadalam.githu…☆15Updated 2 years ago
- FlexASR: A Reconfigurable Hardware Accelerator for Attention-based Seq-to-Seq Networks☆42Updated 2 years ago
- ☆11Updated 5 months ago
- Jupyter notebook examples on image classification with quantized neural networks☆67Updated 4 years ago
- ☆17Updated last year
- ☆16Updated last year
- An OpenCL-Based FPGA Accelerator for Compressed YOLOv2☆35Updated 3 years ago
- ☆65Updated last year
- Fast Emulation of Approximate DNN Accelerators in PyTorch☆14Updated 6 months ago
- Training and Implementation of a CNN for image classification with binary weights and activations on FPGA with HLS tools☆47Updated 6 years ago
- Verilog implementation of Softmax function☆45Updated 2 years ago