[ICLR 2021 Spotlight] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yining Ding, Vikas Chandra, and Yingyan (Celine) Lin.
☆31Mar 2, 2024Updated 2 years ago
Alternatives and similar repositories for CPT
Users that are interested in CPT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Training with Block Minifloat number representation☆18May 2, 2021Updated 4 years ago
- a high performance system for customized-precision distributed deep learning☆12Dec 10, 2020Updated 5 years ago
- A collection of research papers on efficient training of DNNs☆69Jul 6, 2022Updated 3 years ago
- ☆15Jan 8, 2020Updated 6 years ago
- [ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks☆140Nov 5, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repository provides code source used in the paper: A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off☆13May 30, 2019Updated 6 years ago
- Code for paper 'Minimizing FLOPs to Learn Efficient Sparse Representations' published at ICLR 2020☆20Feb 14, 2020Updated 6 years ago
- [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network☆74Nov 16, 2020Updated 5 years ago
- [ICML 2021] "Double-Win Quant: Aggressively Winning Robustness of Quantized DeepNeural Networks via Random Precision Training and Inferen…☆16Feb 13, 2022Updated 4 years ago
- The official code for [ECCV2020] "HALO: Hardware-aware Learning to Optimize"☆10Mar 22, 2023Updated 3 years ago
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 3 years ago
- ☆73Mar 22, 2020Updated 6 years ago
- [NeurIPS 2019] E2-Train: Training State-of-the-art CNNs with Over 80% Less Energy☆21Nov 18, 2019Updated 6 years ago
- Code example for the ICLR 2018 oral paper☆151May 31, 2018Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Lookahead: A Far-sighted Alternative of Magnitude-based Pruning (ICLR 2020)☆32Oct 25, 2020Updated 5 years ago
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Jul 7, 2022Updated 3 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆161Dec 18, 2020Updated 5 years ago
- Code for the paper "Faster Neural Network Training with Approximate Tensor Operations"☆10Oct 23, 2021Updated 4 years ago
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54May 8, 2020Updated 5 years ago
- ☆35Mar 4, 2020Updated 6 years ago
- The code for our paper "Neural Architecture Search as Program Transformation Exploration"☆16Apr 28, 2021Updated 4 years ago
- Energy-based Dropout and Pruning of Deep Neural Networks☆10Oct 9, 2020Updated 5 years ago
- A small library for managing deep learning models, hyperparameters and datasets☆25Updated this week
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code for AdaXpert (ICML'21)☆16Jul 19, 2021Updated 4 years ago
- BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet☆17Dec 5, 2018Updated 7 years ago
- Low Precision Arithmetic Simulation in PyTorch☆290May 20, 2024Updated last year
- Javascript library for visualizing dynamic neural networks across time.☆13Dec 9, 2019Updated 6 years ago
- Codes for DATA: Differentiable ArchiTecture Approximation.☆11Jul 22, 2021Updated 4 years ago
- Implementation of the LOSSGRAD optimization algorithm☆15Mar 21, 2019Updated 7 years ago
- [CVPR 2021] Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator☆39May 19, 2022Updated 3 years ago
- ☆30Jul 9, 2020Updated 5 years ago
- ☆27Dec 12, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- neo4j shell for emacs☆17Mar 12, 2021Updated 5 years ago
- DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures☆32Aug 13, 2020Updated 5 years ago
- Repository for "GIST: Distributed training for large-scale graph convolutional networks"☆15Jan 14, 2023Updated 3 years ago
- source code of the paper: Robust Quantization: One Model to Rule Them All☆41Mar 24, 2023Updated 3 years ago
- ☆55Oct 8, 2024Updated last year
- ☆15Dec 9, 2018Updated 7 years ago
- ☆12Jul 7, 2021Updated 4 years ago