stepbuystep / LightNASLinks
You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms
☆12Updated 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
- Personal Digest of NAS (Under Construction 🛠)☆25Updated 5 years ago
- Official implementation for ECCV 2022 paper LIMPQ - "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance"☆61Updated 2 years ago
- TQT's pytorch implementation.☆21Updated 4 years ago
- A collection of research papers on efficient training of DNNs☆70Updated 3 years ago
- ☆43Updated 2 years ago
- Code for ICML 2021 submission☆35Updated 4 years ago
- An external memory allocator example for PyTorch.☆16Updated 5 months ago
- Artifact for IPDPS'21: DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions.☆13Updated 4 years ago
- Post-training sparsity-aware quantization☆34Updated 2 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆114Updated 2 years ago
- ☆25Updated 4 years ago
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation☆27Updated 6 years ago
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆73Updated 3 years ago
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆50Updated 2 years ago
- Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight…☆64Updated last year
- BitPack is a practical tool to efficiently save ultra-low precision/mixed-precision quantized models.☆58Updated 3 years ago
- BitSplit Post-trining Quantization☆50Updated 4 years ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆49Updated 3 years ago
- The code for Joint Neural Architecture Search and Quantization☆14Updated 6 years ago
- [CVPRW 2021] Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms☆30Updated 3 years ago
- This is the implementation for paper: AdaTune: Adaptive Tensor Program CompilationMade Efficient (NeurIPS 2020).☆14Updated 4 years ago
- Paper list for accleration of transformers☆14Updated 2 years ago
- [ICCV-2023] EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization☆28Updated 2 years ago
- Any-Precision Deep Neural Networks (AAAI 2021)☆62Updated 5 years ago
- Reproducing Quantization paper PACT☆65Updated 3 years ago
- [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network☆74Updated 5 years ago
- ☆19Updated 4 years ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆56Updated last year
- ☆42Updated 3 years ago