EEESlab / CMSIS_NN-INTQLinks
INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target
☆18Updated 5 years ago
Alternatives and similar repositories for CMSIS_NN-INTQ
Users that are interested in CMSIS_NN-INTQ are comparing it to the libraries listed below
Sorting:
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆43Updated 5 years ago
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆80Updated 4 months ago
- Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support☆87Updated 5 years ago
- ☆31Updated 5 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆50Updated last year
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆80Updated 4 years ago
- This repository contains the results and code for the MLPerf™ Tiny Inference v0.7 benchmark.☆18Updated 2 years ago
- ☆14Updated 5 years ago
- This is a collection of works on neural networks and neural accelerators.☆40Updated 6 years ago
- PyTorch implementation of DiracDeltaNet from paper Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs☆31Updated 6 years ago
- Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends☆35Updated last week
- ☆20Updated 4 months ago
- Residual Binarized Neural Network☆43Updated 7 years ago
- Jupyter notebook examples on image classification with quantized neural networks☆69Updated 5 years ago
- Open Source Compiler Framework using ONNX as Frontend and IR☆31Updated 2 years ago
- NEural Minimizer for pytOrch☆43Updated 11 months ago
- SAMO: Streaming Architecture Mapping Optimisation☆33Updated last year
- BNNs (XNOR, BNN and DoReFa) implementation for PyTorch 1.0+☆41Updated 2 years ago
- ☆58Updated 5 years ago
- ☆82Updated last year
- Official implementation of "Searching for Winograd-aware Quantized Networks" (MLSys'20)☆27Updated last year
- A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…☆26Updated 2 years ago
- [FPGA-2022] N3H-Core: Neuron-designed Neural Network Accelerator via FPGA-based Heterogeneous Computing Cores☆12Updated 3 years ago
- Python library to work with the Visual Wake Words Dataset.☆36Updated 4 years ago
- HLS implemented systolic array structure☆41Updated 7 years ago
- Approximate layers - TensorFlow extension☆27Updated 2 months ago
- ☆29Updated 4 years ago
- ☆33Updated 6 years ago
- ☆71Updated 5 years ago
- Express DLA implementation for FPGA, revised based on NVDLA.☆9Updated 5 years ago