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38 search results found

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

Petals ⭐ 8,040

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

Awesome System For Machine Learning ⭐ 2,244

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

Vearch ⭐ 1,839

A distributed vector database for embedding-based vector retrieval

Hivemind ⭐ 1,716

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

Vizier ⭐ 1,142

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.

Bagua Speeds up PyTorch

Kubernetes Gpu Guide ⭐ 714

This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.

Elasticdl ⭐ 710

Kubernetes-native Deep Learning Framework

Lightctr ⭐ 599

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.

Adaptdl ⭐ 339

Resource-adaptive cluster scheduler for deep learning training.

Awesome Distributed Deep Learning ⭐ 309

A curated list of awesome Distributed Deep Learning resources.

Awesome List Of Awesomes ⭐ 292

A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.

Distributed Keras Engine, Make Keras faster with only one line of code.

Awesome Distributed Ml ⭐ 124

A curated list of awesome projects and papers for distributed training or inference

🚗 Rocket League Distributed Deep Reinforcement Learning Bot

A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, please visit/star/fork https://github.com/PKU-DAIR/Hetu

Autodist ⭐ 92

Simple Distributed Deep Learning on TensorFlow

Checkmate ⭐ 90

Training neural networks in TensorFlow 2.0 with 5x less memory

Saturn accelerates the training of large-scale deep learning models with a novel joint optimization approach.

A high-performance distributed deep learning system targeting large-scale and automated distributed training.

Distributed Learning by Pair-Wise Averaging

Helm charts for creating reproducible and maintainable deployments of Polyaxon with Kubernetes.

Ijcai2023 Optimalshardeddataparallel ⭐ 29

[IJCAI2023] An automated parallel training system that combines the advantages from both data and model parallelism. If you have any interests, please visit/star/fork https://github.com/Youhe-Jiang/OptimalShardedDataP

Distributed Inference ⭐ 26

A project to demonstrate an approach to designing cross-language and distributed pipeline in deep learning/machine learning domain, using WebRTC and Redis Streams.

A next-generation dynamic and high-performance language for AI and IOT with natural born distributed computing ability.

Xlearning Gpu ⭐ 21

qihoo360 xlearning with GPU support; AI on Hadoop

Distributed DataLoader For Pytorch Based On Ray

Foremast Brain ⭐ 16

Foremast-brain is a component of Foremast project.

Shockwave ⭐ 14

Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]

Mindware ⭐ 14

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data

Learning At Home ⭐ 13

«Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts» (NeurIPS 2020), original PyTorch implementation

Distributed Drl Coordination ⭐ 9

Distributed Online Service Coordination Using Deep Reinforcement Learning

Swarm Learning Hpe ⭐ 9

Experimental repo for Odelia project based on HPE platform. This repo contains multiple models for histopathology and radiology training.

Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"

Nccl Examples ⭐ 6

NCCL Examples from Official NVIDIA NCCL Developer Guide.

Skin Cancer Classifier ⭐ 6

Skin cancer classification demo using Federated Learning techniques

Hadoop Ai ⭐ 6

A Hadoop Version with GPU support for better AI job scheduling

Read Love Pray ⭐ 5

📑 A list of papers I particularly enjoy

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1-38 of 38 search results

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