uber-research / permute-quantize-finetuneLinks
Using ideas from product quantization for state-of-the-art neural network compression.
☆146Updated 4 years ago
Alternatives and similar repositories for permute-quantize-finetune
Users that are interested in permute-quantize-finetune are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"☆167Updated 5 years ago
- ☆70Updated 5 years ago
- Programmable Neural Network Compression☆149Updated 3 years ago
- 3rd place solution for NeurIPS 2019 MicroNet challenge☆35Updated 5 years ago
- [CVPR 2021] Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator☆39Updated 3 years ago
- Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)☆34Updated 5 years ago
- Algorithm-hardware Co-design for Deformable Convolution☆25Updated 4 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆158Updated 5 years ago
- This repo contains the official Pytorch reimplementation of the paper "NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Appl…☆188Updated 2 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆157Updated last year
- MixPath: A Unified Approach for One-shot Neural Architecture Search☆29Updated 5 years ago
- A visualization and transformation of pytorch model☆30Updated 5 years ago
- Yet Another Pytorch Distributed MobileNetV2-based Networks Implementation☆63Updated 5 years ago
- AlphaNet Improved Training of Supernet with Alpha-Divergence☆99Updated 4 years ago
- Neural Architecture Transfer (Arxiv'20), PyTorch Implementation☆155Updated 5 years ago
- Official implementation of "UNAS: Differentiable Architecture Search Meets Reinforcement Learning", CVPR 2020 Oral☆61Updated 2 years ago
- ☆180Updated 2 years ago
- ☆69Updated 5 years ago
- Example code showing how to use Nvidia DALI in pytorch, with fallback to torchvision. Contains a few differences to the official Nvidia …☆198Updated 5 years ago
- Repository to track the progress in model compression and acceleration☆106Updated 4 years ago
- Implementation of knapsack pruning☆27Updated 5 years ago
- re-implement for paper: SqueezeNext: Hardware-Aware Neural Network Design. (SqueezeNext)☆29Updated 7 years ago
- PyTorch reimplementation of RegNet (Design Space Design, CVPR2020) on CIFAR10 and ImageNet☆47Updated 5 years ago
- ☆35Updated 5 years ago
- Code for https://arxiv.org/abs/1810.04622☆140Updated 6 years ago
- All about acceleration and compression of Deep Neural Networks☆33Updated 5 years ago
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆105Updated 4 years ago
- Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)☆166Updated 4 years ago
- Repository containing pruned models and related information☆37Updated 4 years ago
- A research library for pytorch-based neural network pruning, compression, and more.☆163Updated 2 years ago