Nota-NetsPresso / SNP
Structured Neuron Level Pruning to compress Transformer-based models [ECCV'24]
☆12Updated 7 months ago
Alternatives and similar repositories for SNP:
Users that are interested in SNP are comparing it to the libraries listed below
- ☆83Updated last year
- The official NetsPresso Python package.☆44Updated this week
- OwLite is a low-code AI model compression toolkit for AI models.☆43Updated last month
- A library for training, compressing and deploying computer vision models (including ViT) with edge devices☆68Updated 2 weeks ago
- Compressed LLMs for Efficient Text Generation [ICLR'24 Workshop]☆76Updated 6 months ago
- ☆56Updated 2 years ago
- Reproduction of Vision Transformer in Tensorflow2. Train from scratch and Finetune.☆48Updated 3 years ago
- Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight…☆63Updated 7 months ago
- A performance library for machine learning applications.☆183Updated last year
- ☆51Updated 4 months ago
- Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples [NeurIPS 2021]☆31Updated 3 years ago
- ☆22Updated 2 months ago
- Official Pytorch implementation of Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference (ICLR …☆54Updated 2 years ago
- Imagenet(for image classification, 2012) 데이터 셋 다운로드 및 정리 방법 정리☆23Updated 4 years ago
- Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning☆18Updated 2 years ago
- In progress.☆63Updated last year
- multi server gpu monitoring utils☆39Updated 5 years ago
- It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher [CVPR 2022 Oral]☆29Updated 2 years ago
- ☆102Updated last year
- 2022_AAAI accepted paper, NaturalInversion:Data-Free Image Synthesis Improving Real-World Consistency☆10Updated 3 years ago
- Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)☆13Updated 8 months ago
- Getting GPU Util 99%☆34Updated 4 years ago
- Implement of Dynamic Model Pruning with Feedback with pytorch☆39Updated 2 years ago
- [ICLR 2024] The Need for Speed: Pruning Transformers with One Recipe☆26Updated 7 months ago
- FrostNet: Towards Quantization-Aware Network Architecture Search☆105Updated 11 months ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆100Updated 3 months ago
- read 1 paper everyday (only weekday)☆56Updated 3 years ago
- [ICLR 2023] RC-MAE☆51Updated last year
- Official pytorch implementation for GeNAS: Neural Architecture Search with Better Generalization☆17Updated last year
- Official Implementation of "The Role of Masking for Efficient Supervised Knowledge Distillation of Vision Transformers (ECCV 2024)”☆21Updated 2 months ago