QDucasse / brevibenchLinks
π§ Benchmark facility to train networks on different datasets for PyTorch/Brevitas
β27Updated 2 years ago
Alternatives and similar repositories for brevibench
Users that are interested in brevibench are comparing it to the libraries listed below
Sorting:
- Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQβ59Updated 4 years ago
- SAMO: Streaming Architecture Mapping Optimisationβ34Updated 2 years ago
- β64Updated 5 years ago
- β71Updated 5 years ago
- Approximate layers - TensorFlow extensionβ26Updated 8 months ago
- An LSTM template and a few examples using Vivado HLSβ46Updated last year
- BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computingβ147Updated 6 years ago
- An HLS based winograd systolic CNN acceleratorβ54Updated 4 years ago
- β35Updated 6 years ago
- Jupyter notebook examples on image classification with quantized neural networksβ71Updated 5 years ago
- β32Updated last year
- DAC System Design Contest 2020β29Updated 5 years ago
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activationsβ95Updated 4 years ago
- β31Updated 8 months ago
- Static Block Floating Point Quantization for CNNβ37Updated 4 years ago
- Low Precision Arithmetic Simulation in PyTorch - extension for posit and beyondβ16Updated 2 weeks ago
- Repository for work on on Xilinx's matrix vector activation unit's RTL implementation. Documentation available at: https://asadalam.githuβ¦β18Updated 3 years ago
- β30Updated 6 years ago
- Designs for finalist teams of the DAC System Design Contestβ37Updated 5 years ago
- β72Updated 2 years ago
- NeuraLUT-Assembleβ46Updated 4 months ago
- Open Source Compiler Framework using ONNX as Frontend and IRβ33Updated 3 years ago
- FPGA-based hardware acceleration for dropout-based Bayesian Neural Networks.β26Updated 2 years ago
- Train and deploy LUT-based neural networks on FPGAsβ108Updated last year
- Fork of upstream onnxruntime focused on supporting risc-v acceleratorsβ88Updated 2 years ago
- Eyeriss chip simulatorβ39Updated 5 years ago
- Vitis HLS Library for FINNβ210Updated last week
- PolyLUT is the first quantized neural network training methodology that maps a neuron to a LUT while using multivariate polynomial functiβ¦β56Updated last year
- Models and examples built with hls4mlβ12Updated 5 years ago
- HLS implemented systolic array structureβ41Updated 8 years ago