[ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan Fu, Haichuan Yang, Jiayi Yuan, Meng Li, Cheng Wan, Raghuraman Krishnamoorthi, Vikas Chandra, Yingyan Lin
☆73Jul 7, 2022Updated 3 years ago
Alternatives and similar repositories for DepthShrinker
Users that are interested in DepthShrinker are comparing it to the libraries listed below
Sorting:
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆35Jul 12, 2022Updated 3 years ago
- ☆11Jan 10, 2025Updated last year
- ☆13Jul 14, 2025Updated 8 months ago
- ☆17Nov 29, 2023Updated 2 years ago
- [ICLR'23] Trainability Preserving Neural Pruning (PyTorch)☆34May 21, 2023Updated 2 years ago
- An Tensorflow.keras implementation of Same, Same But Different - Recovering Neural Network Quantization Error Through Weight Factorizatio…☆10Dec 18, 2019Updated 6 years ago
- Code for RepNAS☆14Dec 21, 2021Updated 4 years ago
- FrostNet: Towards Quantization-Aware Network Architecture Search☆105May 3, 2024Updated last year
- IntLLaMA: A fast and light quantization solution for LLaMA☆18Jul 21, 2023Updated 2 years ago
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆14Feb 3, 2025Updated last year
- Official implementation for ECCV 2022 paper LIMPQ - "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance"☆61Mar 19, 2023Updated 3 years ago
- A tool for PytorchToCaffe,fork form https://github.com/xxradon/PytorchToCaffe☆11Sep 18, 2019Updated 6 years ago
- source code of the paper: Robust Quantization: One Model to Rule Them All☆41Mar 24, 2023Updated 2 years ago
- [ICLR 2022] "Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, and No Retraining" by Lu Miao*, Xiaolong Luo*, T…☆33Jan 20, 2022Updated 4 years ago
- Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction☆10May 25, 2022Updated 3 years ago
- Code for ICML 2022 paper "SPDY: Accurate Pruning with Speedup Guarantees"☆20May 3, 2023Updated 2 years ago
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 3 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆51May 9, 2024Updated last year
- ☆232Sep 21, 2021Updated 4 years ago
- [ICASSP'20] DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architecture…☆25Oct 1, 2022Updated 3 years ago
- Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters☆13Aug 15, 2022Updated 3 years ago
- code release of research paper "Exploring Long-Sequence Masked Autoencoders"☆100Oct 14, 2022Updated 3 years ago
- Bi-Real-Net Model in Pytorch https://arxiv.org/abs/1808.00278 + pre-trained fp model weights☆18Sep 17, 2019Updated 6 years ago
- A model compression and acceleration toolbox based on pytorch.☆331Jan 12, 2024Updated 2 years ago
- [CVPR 2025] Official repository for GETA☆39Nov 5, 2025Updated 4 months ago
- [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network☆74Nov 16, 2020Updated 5 years ago
- ☆13Mar 8, 2020Updated 6 years ago
- HeteroHalide: From Image Processing DSL to Efficient FPGA Acceleration☆15Sep 14, 2020Updated 5 years ago
- OpenDLA for trying the demo and FPGA solution☆17Jul 28, 2022Updated 3 years ago
- An external memory allocator example for PyTorch.☆16Aug 10, 2025Updated 7 months ago
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆38Aug 20, 2024Updated last year
- ☆37Aug 5, 2022Updated 3 years ago
- PLCT实验室2019年开放日资料(OpenDay-2019)☆11Dec 20, 2019Updated 6 years ago
- Group Fisher Pruning for Practical Network Compression(ICML2021)☆162May 24, 2023Updated 2 years ago
- https://nnsmith-asplos.rtfd.io Artifact of "NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers" ASPLOS'23☆11Mar 29, 2023Updated 2 years ago
- SQuant [ICLR22]☆131Sep 27, 2022Updated 3 years ago
- [CVPR '23] PA&DA: Jointly Sampling PAth and DAta for Consistent NAS☆36Mar 27, 2023Updated 2 years ago
- The reproduce for "AM-LFS: AutoML for Loss Function Search"☆14May 20, 2020Updated 5 years ago
- use Tensorflow object detection API to detect hand and recognize different getures(5 types gestures)☆11Mar 30, 2018Updated 7 years ago