LINC-BIT / legodnnLinks
LegoDNN: a block-grained scaling tool for mobile vision systems
☆51Updated 2 years ago
Alternatives and similar repositories for legodnn
Users that are interested in legodnn are comparing it to the libraries listed below
Sorting:
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆358Updated last year
- ☆78Updated 2 years ago
- About DNN compression and acceleration on Edge Devices.☆57Updated 4 years ago
- ☆15Updated 2 years ago
- ☆133Updated 2 years ago
- ☆211Updated last year
- To deploy Transformer models in CV to mobile devices.☆18Updated 3 years ago
- This is a list of awesome edgeAI inference related papers.☆97Updated 2 years ago
- ☆37Updated 3 years ago
- ☆19Updated 3 years ago
- [ICLR 2022] The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training by Shiwei Liu, Tianlo…☆77Updated 2 years ago
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆111Updated 3 years ago
- [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training☆225Updated last year
- ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training☆199Updated 2 years ago
- Code for paper "ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection" (MobiSys'23)☆14Updated 2 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆279Updated 2 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆400Updated 4 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆113Updated 2 years ago
- InFi is a library for building input filters for resource-efficient inference.☆41Updated 2 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆160Updated 5 years ago
- [MobiSys 2020] Fast and Scalable In-memory Deep Multitask Learning via Neural Weight Virtualization☆15Updated 5 years ago
- aw_nas: A Modularized and Extensible NAS Framework☆252Updated 3 weeks ago
- FedNAS: Federated Deep Learning via Neural Architecture Search☆54Updated 4 years ago
- ☆61Updated last year
- Official implementation for ECCV 2022 paper LIMPQ - "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance"☆61Updated 2 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆87Updated 5 years ago
- ☆16Updated 2 years ago
- PyTorch Implementation of AutoPruner☆23Updated 5 years ago
- ☆57Updated 4 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆159Updated 5 years ago