ekut-es / hannah
Hardware aware neural architecture search
☆12Updated last week
Alternatives and similar repositories for hannah:
Users that are interested in hannah are comparing it to the libraries listed below
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆41Updated 5 years ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆79Updated 4 years ago
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Updated 5 years ago
- Approximate layers - TensorFlow extension☆27Updated 11 months ago
- A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…☆26Updated 2 years ago
- NEural Minimizer for pytOrch☆41Updated 8 months ago
- 🧠 Benchmark facility to train networks on different datasets for PyTorch/Brevitas☆25Updated 2 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆49Updated 10 months ago
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆81Updated last month
- ☆19Updated 4 years ago
- ☆36Updated last year
- [ICCAD'22 TinyML Contest] Efficient Heart Stroke Detection on Low-cost Microcontrollers☆14Updated 2 years ago
- Fast NPU-aware Neural Architecture Search☆22Updated 3 years ago
- PyTorch implementation of Towards Efficient Training for Neural Network Quantization☆15Updated 5 years ago
- TQT's pytorch implementation.☆21Updated 3 years ago
- Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends☆33Updated last week
- ☆29Updated 3 years ago
- A Hackable Quantization Library for PyTorch☆20Updated 4 years ago
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆15Updated 3 years ago
- This repository contains the results and code for the MLPerf™ Tiny Inference v0.7 benchmark.☆17Updated last year
- ☆20Updated 3 years ago
- SAMO: Streaming Architecture Mapping Optimisation☆32Updated last year
- Binarize convolutional neural networks using pytorch☆143Updated 2 years ago
- Static Block Floating Point Quantization for CNN☆32Updated 3 years ago
- ☆70Updated 5 years ago
- PyTorch Static Quantization Example☆38Updated 3 years ago
- [ICASSP'20] DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architecture…☆23Updated 2 years ago
- Fast Emulation of Approximate DNN Accelerators in PyTorch☆22Updated last year
- FPGA-based hardware acceleration for dropout-based Bayesian Neural Networks.☆23Updated last year
- DAC System Design Contest 2020☆29Updated 4 years ago