A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
☆363Jul 30, 2024Updated last year
Alternatives and similar repositories for nn-Meter
Users that are interested in nn-Meter are comparing it to the libraries listed below
Sorting:
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆114Apr 18, 2023Updated 2 years ago
- Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight…☆64Aug 5, 2024Updated last year
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,940Dec 14, 2023Updated 2 years ago
- To deploy Transformer models in CV to mobile devices.☆18Jan 20, 2022Updated 4 years ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,006Sep 19, 2024Updated last year
- quantize aware training package for NCNN on pytorch☆68Jul 27, 2021Updated 4 years ago
- Tengine 管子是用来快速生产 demo 的辅助工具☆12Jul 15, 2021Updated 4 years ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆199Apr 27, 2022Updated 3 years ago
- Model Quantization Benchmark☆858Apr 20, 2025Updated 10 months ago
- This is a list of awesome edgeAI inference related papers.☆99Dec 21, 2023Updated 2 years ago
- ncnn android benchmark app☆86Aug 10, 2021Updated 4 years ago
- ☆46Nov 25, 2024Updated last year
- ☆23Dec 8, 2022Updated 3 years ago
- prebuild package for cross compiling riscv☆17Dec 28, 2021Updated 4 years ago
- [SIGMETRICS 2022] One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search☆13Nov 3, 2021Updated 4 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆160Jun 16, 2020Updated 5 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,449Aug 30, 2024Updated last year
- the C++ version of solov2 with ncnn☆77Jun 27, 2021Updated 4 years ago
- [NeurIPS 2021] “Stronger NAS with Weaker Predictors“, Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang W…☆27Sep 23, 2022Updated 3 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆263Oct 3, 2023Updated 2 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Aug 14, 2021Updated 4 years ago
- 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☆486Oct 23, 2024Updated last year
- ☆265Oct 30, 2019Updated 6 years ago
- Bolt is a deep learning library with high performance and heterogeneous flexibility.☆956Apr 11, 2025Updated 10 months ago
- TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.☆866Dec 24, 2025Updated 2 months ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆189Oct 6, 2022Updated 3 years ago
- code for NASViT☆67Apr 25, 2022Updated 3 years ago
- NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several …☆584Nov 11, 2024Updated last year
- AutoML tools chain☆852Feb 15, 2023Updated 3 years ago
- TVMScript kernel for deformable attention☆25Dec 15, 2021Updated 4 years ago
- Mobile vision models and code☆917Feb 11, 2026Updated 2 weeks ago
- AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.☆2,563Updated this week
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆125Jun 23, 2022Updated 3 years ago
- ONNX Optimizer☆797Feb 4, 2026Updated 3 weeks ago
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆73Jul 7, 2022Updated 3 years ago
- ☆256Sep 15, 2023Updated 2 years ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆337Jul 14, 2024Updated last year
- (CVPR 2021, Oral) Dynamic Slimmable Network☆231Dec 31, 2021Updated 4 years ago
- Official PyTorch implementation of "Evolving Search Space for Neural Architecture Search"☆12Aug 18, 2021Updated 4 years ago