pulp-platform / quantlibLinks
A library to train and deploy quantised Deep Neural Networks
☆25Updated 10 months ago
Alternatives and similar repositories for quantlib
Users that are interested in quantlib are comparing it to the libraries listed below
Sorting:
- Floating-Point Optimized On-Device Learning Library for the PULP Platform.☆37Updated 2 weeks ago
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆90Updated 3 months ago
- DNN Compiler for Heterogeneous SoCs☆53Updated last week
- ☆39Updated last year
- NeuraLUT-Assemble☆43Updated 2 months ago
- ☆35Updated 6 years ago
- HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators☆165Updated 3 weeks ago
- ☆86Updated 2 years ago
- An Open Workflow to Build Custom SoCs and run Deep Models at the Edge☆96Updated 2 weeks ago
- ☆38Updated 7 months ago
- ☆61Updated 5 years ago
- Train and deploy LUT-based neural networks on FPGAs☆101Updated last year
- ☆64Updated 6 months ago
- FlexASR: A Reconfigurable Hardware Accelerator for Attention-based Seq-to-Seq Networks☆49Updated 8 months ago
- ☆55Updated 6 months ago
- ☆71Updated last month
- Provides the hardware code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerator…☆24Updated 5 years ago
- Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ☆59Updated 3 years ago
- Verilog and Python drivers and APIs for Neurram 48-core chip☆42Updated 3 years ago
- Performance and resource models for fpgaConvNet: a Streaming-Architecture-based CNN Accelerator.☆30Updated last year
- ☆71Updated 5 years ago
- PyTorch model to RTL flow for low latency inference☆130Updated last year
- A Plug-and-play Lightweight tool for the Inference Optimization of Deep Neural networks☆45Updated 2 weeks ago
- ☆72Updated 2 years ago
- Exercises for exploring the Fibertree, Timeloop and Accelergy tools☆106Updated 7 months ago
- A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching☆70Updated 2 weeks ago
- From Pytorch model to C++ for Vitis HLS☆18Updated last month
- SAURIA (Systolic-Array tensor Unit for aRtificial Intelligence Acceleration) is an open-source Convolutional Neural Network accelerator b…☆64Updated last week
- PolyLUT is the first quantized neural network training methodology that maps a neuron to a LUT while using multivariate polynomial functi…☆54Updated last year
- A collection of tutorials for the fpgaConvNet framework.☆46Updated last year