QDucasse / brevibenchLinks
π§ Benchmark facility to train networks on different datasets for PyTorch/Brevitas
β26Updated 2 years ago
Alternatives and similar repositories for brevibench
Users that are interested in brevibench are comparing it to the libraries listed below
Sorting:
- SAMO: Streaming Architecture Mapping Optimisationβ34Updated 2 years ago
- β60Updated 5 years ago
- β71Updated 5 years ago
- Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQβ59Updated 3 years ago
- BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computingβ144Updated 5 years ago
- β35Updated 6 years ago
- An HLS based winograd systolic CNN acceleratorβ54Updated 4 years ago
- Provides the hardware code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Acceleratorβ¦β24Updated 5 years ago
- Approximate layers - TensorFlow extensionβ26Updated 6 months ago
- Designs for finalist teams of the DAC System Design Contestβ37Updated 5 years ago
- β86Updated 2 years ago
- β30Updated 7 months ago
- Train and deploy LUT-based neural networks on FPGAsβ100Updated last year
- An OpenCL-Based FPGA Accelerator for Compressed YOLOv2β39Updated 4 years ago
- β72Updated 2 years ago
- An LSTM template and a few examples using Vivado HLSβ46Updated last year
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activationsβ94Updated 4 years ago
- NeuraLUT-Assembleβ43Updated 2 months ago
- Open Source Compiler Framework using ONNX as Frontend and IRβ33Updated 3 years ago
- Models and examples built with hls4mlβ12Updated 5 years ago
- Low Precision Arithmetic Simulation in PyTorch - extension for posit and beyondβ15Updated 5 months ago
- HLS implemented systolic array structureβ41Updated 7 years ago
- Fork of upstream onnxruntime focused on supporting risc-v acceleratorsβ87Updated 2 years ago
- DAC System Design Contest 2020β29Updated 5 years ago
- β17Updated 2 years ago
- PolyLUT is the first quantized neural network training methodology that maps a neuron to a LUT while using multivariate polynomial functiβ¦β54Updated last year
- Jupyter notebook examples on image classification with quantized neural networksβ70Updated 5 years ago
- Linux docker for the DNN accelerator exploration infrastructure composed of Accelergy and Timeloopβ58Updated 3 weeks ago
- Provides the code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Lukβ¦β19Updated 6 years ago
- β30Updated 6 years ago