μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.
☆84Jan 26, 2021Updated 5 years ago
Alternatives and similar repositories for uNAS
Users that are interested in uNAS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Stencil with Optimized Dataflow Architecture☆12Feb 27, 2024Updated 2 years ago
- [ICLR 2021] CompOFA: Compound Once-For-All Networks For Faster Multi-Platform Deployment☆25Jan 5, 2023Updated 3 years ago
- The code for Joint Neural Architecture Search and Quantization☆14Apr 10, 2019Updated 7 years ago
- Official implementation of "UNAS: Differentiable Architecture Search Meets Reinforcement Learning", CVPR 2020 Oral☆63Oct 3, 2023Updated 2 years ago
- TFLite model analyzer & memory optimizer☆136Jan 23, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices☆16Apr 9, 2024Updated 2 years ago
- ☆30Feb 7, 2020Updated 6 years ago
- Deep Compression for PyTorch Model Deployment on Microcontrollers☆20Mar 26, 2021Updated 5 years ago
- RISC-V ISA based 32-bit processor written in HLS☆16Nov 7, 2019Updated 6 years ago
- ☆263Mar 31, 2023Updated 3 years ago
- Hardware aware neural architecture search☆13Sep 29, 2025Updated 9 months ago
- The official implementation of paper PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search☆31Sep 5, 2023Updated 2 years ago
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆52Mar 19, 2020Updated 6 years ago
- Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices (ACML 2023)☆16May 7, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆43Apr 12, 2021Updated 5 years ago
- Curated content for DNN approximation, acceleration ... with a focus on hardware accelerator and deployment☆29May 15, 2024Updated 2 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆118Apr 18, 2023Updated 3 years ago
- ☆15Apr 25, 2024Updated 2 years ago
- [NeurIPS 2023] MCUFormer: Deploying Vision Transformers on Microcontrollers with Limited Memory☆76Oct 31, 2023Updated 2 years ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆951Nov 27, 2024Updated last year
- Python library to work with the Visual Wake Words Dataset.☆40Oct 1, 2020Updated 5 years ago
- ☆25Mar 19, 2022Updated 4 years ago
- Code for ICML 2022 paper "SPDY: Accurate Pruning with Speedup Guarantees"☆20May 3, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Implementation of PGONAS for CVPR22W and RD-NAS for ICASSP23☆23Apr 25, 2023Updated 3 years ago
- Perceptron-based branch predictor written in C++☆14Dec 14, 2016Updated 9 years ago
- Generic Neural Architecture Search via Regression (NeurIPS'21 Spotlight)☆36Aug 29, 2022Updated 3 years ago
- ☆12May 22, 2022Updated 4 years ago
- FPGA-based hardware acceleration for dropout-based Bayesian Neural Networks.☆28Aug 15, 2023Updated 2 years ago
- ☆13Jul 14, 2025Updated last year
- Code for reproducing the results from "CrAM: A Compression-Aware Minimizer" accepted at ICLR 2023