stepbuystep / LightNASLinks
You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms
☆11Updated 2 years ago
Alternatives and similar repositories for LightNAS
Users that are interested in LightNAS are comparing it to the libraries listed below
Sorting:
- Code for ICML 2022 paper "SPDY: Accurate Pruning with Speedup Guarantees"☆20Updated 2 years ago
- Official implementation for ECCV 2022 paper LIMPQ - "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance"☆62Updated 2 years ago
- TQT's pytorch implementation.☆21Updated 3 years ago
- ☆43Updated last year
- A collection of research papers on efficient training of DNNs☆69Updated 3 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆113Updated 2 years ago
- Personal Digest of NAS (Under Construction 🛠)☆25Updated 4 years ago
- Artifact for IPDPS'21: DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions.☆13Updated 4 years ago
- ☆25Updated 3 years ago
- An external memory allocator example for PyTorch.☆16Updated 2 months ago
- Paper list for accleration of transformers☆13Updated 2 years ago
- Code for ICML 2021 submission☆34Updated 4 years ago
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation☆27Updated 5 years ago
- Post-training sparsity-aware quantization☆34Updated 2 years ago
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆72Updated 3 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
- [CVPRW 2021] Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms☆30Updated 2 years ago
- [ICCV-2023] EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization☆28Updated last year
- Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight…☆63Updated last year
- ☆76Updated 3 years ago
- The code for Joint Neural Architecture Search and Quantization☆13Updated 6 years ago
- BitSplit Post-trining Quantization☆50Updated 3 years ago
- This is the implementation for paper: AdaTune: Adaptive Tensor Program CompilationMade Efficient (NeurIPS 2020).☆14Updated 4 years ago
- Conditional channel- and precision-pruning on neural networks☆72Updated 5 years ago
- Pytorch implementation of our paper accepted by NeurIPS 2022 -- Learning Best Combination for Efficient N:M Sparsity☆17Updated 2 years ago
- [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network☆73Updated 4 years ago
- Any-Precision Deep Neural Networks (AAAI 2021)☆61Updated 5 years ago
- The code for our paper "Neural Architecture Search as Program Transformation Exploration"☆16Updated 4 years ago
- ☆36Updated 3 years ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆55Updated last year