A compressed adaptive optimizer for training large-scale deep learning models using PyTorch
☆25Nov 26, 2019Updated 6 years ago
Alternatives and similar repositories for Count-Sketch-Optimizers
Users that are interested in Count-Sketch-Optimizers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MISSION: Ultra Large-Scale Feature Selection using Count-Sketches☆13Oct 6, 2019Updated 6 years ago
- Sketched SGD☆28Jul 4, 2020Updated 5 years ago
- Simple Hierarchical Count Sketch in Python☆21Jun 3, 2021Updated 4 years ago
- Layer-wise Sparsification of Distributed Deep Learning☆10Jul 6, 2020Updated 5 years ago
- ☆10May 15, 2018Updated 7 years ago
- Extreme Classification in Log Memory via Count-Min Sketch☆45Sep 6, 2020Updated 5 years ago
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms☆78Aug 30, 2021Updated 4 years ago
- Sparsified SGD with Memory: https://arxiv.org/abs/1809.07599☆58Oct 25, 2018Updated 7 years ago
- Code for testing DCT plus Sparse (DCTpS) networks☆14Jun 15, 2021Updated 4 years ago
- Code for reproducing experiments performed for Accoridon☆13Jun 11, 2021Updated 4 years ago
- ☆21Mar 7, 2024Updated 2 years ago
- gTop-k S-SGD: A Communication-Efficient Distributed Synchronous SGD Algorithm for Deep Learning☆37Aug 19, 2019Updated 6 years ago
- A Learnable LSH Framework for Efficient NN Training☆34Jul 22, 2021Updated 4 years ago
- SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847☆32Jul 25, 2024Updated last year
- Running massive simulations using RNNs on CPUs for building bots and all kinds of things.☆13Jun 13, 2021Updated 4 years ago
- [ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training☆23Oct 17, 2022Updated 3 years ago
- Multiclass and multilabel datasets in Vowpal Wabbit format☆12Apr 17, 2018Updated 7 years ago
- implement distributed machine learning with Pytorch + OpenMPI☆53Mar 22, 2019Updated 7 years ago
- ☆13Mar 22, 2023Updated 3 years ago
- Source code for SIGIR 2022 paper.☆16Apr 25, 2022Updated 3 years ago
- Source mirror of OpenPopulous, converted as per notes repo (2013-09-10)☆17Sep 10, 2013Updated 12 years ago
- Proximal Asynchronous SAGA☆13Nov 30, 2017Updated 8 years ago
- ☆11May 13, 2018Updated 7 years ago
- This repository contains implementations of the Count-Min and Count-Median sketches. Furthermore it contains 6 different implementations …☆13Jun 13, 2016Updated 9 years ago
- A simple python implementation of count min sketch.☆14Feb 17, 2016Updated 10 years ago
- ☆10Jul 21, 2021Updated 4 years ago
- Code repository for "Spatiotemporal Traffic Matrix Synthesis", Paul Tune and Matthew Roughan, ACM SIGCOMM 2015, London, UK, August 2015.☆15Jan 13, 2016Updated 10 years ago
- RecZilla: Metalearning for algorithm selection on Recommender Systems☆25Oct 21, 2023Updated 2 years ago
- Very accessible code for my MSc thesis. Inexpensive quantization method for ANN search also known as Enhanced Residual VQ.☆14Jun 15, 2020Updated 5 years ago
- ☆13Mar 27, 2019Updated 6 years ago
- LearnedSketch: Learning-Based Frequency Estimation Algorithms (ICLR 2019)☆32Mar 24, 2023Updated 2 years ago
- A pure-Python count-min sketch, fast and accurate.☆16May 21, 2017Updated 8 years ago
- Minimal Transformer base in JAX. A single backbone for language modelling, diffusion, classification, etc...☆14May 28, 2025Updated 9 months ago
- Code for "Practical Low-Rank Communication Compression in Decentralized Deep Learning"☆17Aug 4, 2020Updated 5 years ago
- A framework for index based similarity search.☆20May 10, 2019Updated 6 years ago
- bigcomputing☆33Nov 3, 2020Updated 5 years ago
- This repository contains the implementation of the paper "MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models".☆24May 28, 2025Updated 9 months ago
- Sketching linear classifiers over data streams with the Weight-Median Sketch (SIGMOD 2018).☆40Jul 20, 2018Updated 7 years ago
- Multi-index hashing for the resolution of ANN search problem on large datasets☆15Oct 16, 2018Updated 7 years ago