[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
☆935Nov 27, 2024Updated last year
Alternatives and similar repositories for tinyengine
Users that are interested in tinyengine are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆677Mar 29, 2024Updated 2 years ago
- On-Device Training Under 256KB Memory [NeurIPS'22]☆516Mar 29, 2024Updated 2 years ago
- ☆1,120Nov 29, 2023Updated 2 years ago
- TinyChatEngine: On-Device LLM Inference Library☆949Jul 4, 2024Updated last year
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆453Updated this week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆251Mar 31, 2023Updated 3 years ago
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆49Mar 19, 2020Updated 6 years ago
- TinyMaix is a tiny inference library for microcontrollers (TinyML).☆1,045Feb 5, 2025Updated last year
- MegCC是一个运行时超轻量，高效，移植简单的深度学习模型编译器☆484Oct 23, 2024Updated last year
- Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digit…☆2,835Apr 1, 2026Updated last week
- ☆179Aug 9, 2023Updated 2 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,947Dec 14, 2023Updated 2 years ago
- This is a list of interesting papers and projects about TinyML.☆993Dec 8, 2025Updated 4 months ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆83Jan 26, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- CMSIS-NN Library☆381Mar 30, 2026Updated last week
- [NeurIPS 2023] MCUFormer: Deploying Vision Transformers on Microcontrollers with Limited Memory☆75Oct 31, 2023Updated 2 years ago
- AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.☆2,585Updated this week
- This is the open-source version of TinyTS. The code is dirty so far. We may clean the code in the future.☆21Aug 11, 2025Updated 7 months ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,631Jul 12, 2024Updated last year
- ☆24Mar 19, 2022Updated 4 years ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,488Jul 17, 2025Updated 8 months ago
- A higher-level Neural Network library for microcontrollers.☆1,150Apr 8, 2024Updated 2 years ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆96Oct 6, 2025Updated 6 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Arm Machine Learning tutorials and examples☆484Mar 27, 2026Updated last week
- TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.☆872Mar 3, 2026Updated last month
- ML model training for edge devices☆169Sep 29, 2023Updated 2 years ago
- [ICCAD'22 TinyML Contest] Efficient Heart Stroke Detection on Low-cost Microcontrollers☆16Jan 12, 2023Updated 3 years ago
- ☆30Feb 7, 2020Updated 6 years ago
- Open Machine Learning Compiler Framework☆13,252Updated this week
- Arm NN ML Software.☆1,301Jan 23, 2026Updated 2 months ago
- AI Model Zoo for STM32 devices☆657Mar 12, 2026Updated 3 weeks ago
- Python library to work with the Visual Wake Words Dataset.☆39Oct 1, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- TinyML AI inference library☆1,918May 10, 2025Updated 10 months ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆117Apr 18, 2023Updated 2 years ago
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆93Aug 4, 2025Updated 8 months ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,449Aug 30, 2024Updated last year
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,716Updated this week
- Model Quantization Benchmark☆863Apr 20, 2025Updated 11 months ago
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆362Jul 30, 2024Updated last year