QDucasse / nn_benchmark
π§ Benchmark facility to train networks on different datasets for PyTorch/Brevitas
β25Updated 2 years ago
Alternatives and similar repositories for nn_benchmark:
Users that are interested in nn_benchmark are comparing it to the libraries listed below
- Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQβ55Updated 3 years ago
- SAMO: Streaming Architecture Mapping Optimisationβ32Updated last year
- β56Updated 4 years ago
- An LSTM template and a few examples using Vivado HLSβ43Updated 9 months ago
- β69Updated 4 years ago
- An HLS based winograd systolic CNN acceleratorβ50Updated 3 years ago
- Designs for finalist teams of the DAC System Design Contestβ36Updated 4 years ago
- Jupyter notebook examples on image classification with quantized neural networksβ71Updated 4 years ago
- FPGA-based neural network inference project for 2020 DAC System Design Contestβ111Updated 3 years ago
- Approximate layers - TensorFlow extensionβ26Updated 9 months ago
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activationsβ89Updated 3 years ago
- FlexASR: A Reconfigurable Hardware Accelerator for Attention-based Seq-to-Seq Networksβ42Updated 2 years ago
- Accelergy is an energy estimation infrastructure for accelerator energy estimationsβ132Updated last week
- 2020 xilinx summer schoolβ17Updated 4 years ago
- FPGA-based hardware acceleration for dropout-based Bayesian Neural Networks.β22Updated last year
- PolyLUT is the first quantized neural network training methodology that maps a neuron to a LUT while using multivariate polynomial functiβ¦β45Updated last year
- DAC System Design Contest 2020β29Updated 4 years ago
- Open-source of MSD frameworkβ16Updated last year
- HLS implemented systolic array structureβ41Updated 7 years ago
- β78Updated last year
- Vitis HLS Library for FINNβ189Updated 2 weeks ago
- An OpenCL-Based FPGA Accelerator for Compressed YOLOv2β37Updated 3 years ago
- β27Updated 3 months ago
- β33Updated 5 years ago
- Models and examples built with hls4mlβ12Updated 4 years ago
- Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devicesβ12Updated 3 years ago
- β83Updated 8 months ago
- A generic Convolutional Neural Network (CNN) Accelerator (CNNA) for FPGAβ22Updated 3 years ago
- Provides the hardware code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Acceleratorβ¦β24Updated 4 years ago
- [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformersβ34Updated last year