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集合主题趋势排行榜
#

data-parallelism

Website
Wikipedia
hpcaitech/ColossalAI
https://static.github-zh.com/github_avatars/hpcaitech?size=40
hpcaitech / ColossalAI

#计算机科学#一个整合高效并行技术的AI大模型训练系统。

深度学习hpclarge-scaledata-parallelismpipeline-parallelismmodel-parallelism人工智能big-modeldistributed-computinginferenceheterogeneous-trainingfoundation-models
Python 40.96 k
2 天前
https://static.github-zh.com/github_avatars/deepspeedai?size=40
deepspeedai / DeepSpeed

#计算机科学#DeepSpeed Chat: 一键式RLHF训练,让你的类ChatGPT千亿大模型提速省钱15倍

深度学习PyTorchgpu机器学习billion-parametersdata-parallelismmodel-parallelisminferencepipeline-parallelismcompressionmixture-of-expertstrillion-parameterszero
Python 38.87 k
12 小时前
https://static.github-zh.com/github_avatars/cerndb?size=40
cerndb / dist-keras

#计算机科学#Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

机器学习深度学习Apache Sparkdata-parallelismKerasoptimization-algorithmsTensorflow数据科学hadoop
Python 623
7 年前
https://static.github-zh.com/github_avatars/mratsim?size=40
mratsim / weave

A state-of-the-art multithreading runtime: message-passing based, fast, scalable, ultra-low overhead

multithreadingruntimemessage-passingopenmpparallelismtask-schedulerwork-stealingthreadpoolschedulerdata-parallelism
Nim 558
1 年前
https://static.github-zh.com/github_avatars/PaddlePaddle?size=40
PaddlePaddle / PaddleFleetX

飞桨大模型开发套件,提供大语言模型、跨模态大模型、生物计算大模型等领域的全流程开发工具链。

paddlepaddlebenchmarklarge-scalemodel-parallelismdata-parallelismpipeline-parallelismcloudelasticlightningpretrainingself-supervised-learningunsupervised-learning
Python 470
1 年前
https://static.github-zh.com/github_avatars/Oneflow-Inc?size=40
Oneflow-Inc / libai

#自然语言处理#LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training

oneflow自然语言处理深度学习large-scaledata-parallelismmodel-parallelismdistributed-trainingpipeline-parallelismtransformerself-supervised-learningvision-transformer
Python 406
1 个月前
https://static.github-zh.com/github_avatars/alibaba?size=40
alibaba / EasyParallelLibrary

#计算机科学#Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.

深度学习data-parallelismmodel-parallelismpipeline-parallelismmemory-efficientdistributed-traininggpu
Python 267
2 年前
https://static.github-zh.com/github_avatars/dkeras-project?size=40
dkeras-project / dkeras

#计算机科学#Distributed Keras Engine, Make Keras faster with only one line of code.

机器学习Keraskeras-tensorflowdistributed-deep-learning深度学习TensorflowrayPythondistributedparallel-computing神经网络深度神经网络distributed-systemskeras-modelskeras-neural-networkskeras-classification-modelsdata-parallelism
Python 189
6 年前
https://static.github-zh.com/github_avatars/wenwei202?size=40
wenwei202 / terngrad

#计算机科学#Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

distributed-trainingquantization深度学习深度神经网络data-parallelism
Python 182
7 年前
https://static.github-zh.com/github_avatars/vertexclique?size=40
vertexclique / orkhon

#计算机科学#Orkhon: ML Inference Framework and Server Runtime

inference-server机器学习PythonTensorflowasyncmultiprocessingdata-parallelism
Rust 149
4 年前
https://static.github-zh.com/github_avatars/xrsrke?size=40
xrsrke / pipegoose

Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*

megatrontransformersdata-parallelismpipeline-parallelismmodel-parallelismhuggingface-transformersmixture-of-expertsmoe
Python 82
2 年前
https://static.github-zh.com/github_avatars/hkproj?size=40
hkproj / pytorch-transformer-distributed

#计算机科学#Distributed training (multi-node) of a Transformer model

data-parallelism深度学习distributed-training机器学习model-parallelismPyTorch教程
Python 69
1 年前
https://static.github-zh.com/github_avatars/NERSC?size=40
NERSC / sc23-dl-tutorial

#计算机科学#SC23 Deep Learning at Scale Tutorial Material

data-parallelism深度学习model-parallelismvision-transformers
Python 45
9 个月前
https://static.github-zh.com/github_avatars/kuixu?size=40
kuixu / keras_multi_gpu

Multi-GPU training for Keras

Kerasdata-parallelism
Python 44
8 年前
https://static.github-zh.com/github_avatars/NERSC?size=40
NERSC / dl-at-scale-training

#计算机科学#Deep Learning at Scale Training Event at NERSC

data-parallelism深度学习hpcmodel-parallelismperformance-optimization
Python 19
10 天前
https://static.github-zh.com/github_avatars/ryantd?size=40
ryantd / veloce

#计算机科学#WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.

raydistributedPyTorchdistributed-computingdata-parallelismparameter-server深度学习model-parallelismsparsity
Python 18
3 年前
https://static.github-zh.com/github_avatars/tcoppex?size=40
tcoppex / cpu-gbfilter

♨️ Optimized Gaussian blur filter on CPU.

multithreadedblur图像处理openmpdata-parallelism
C++ 17
8 年前
https://static.github-zh.com/github_avatars/yangyang14641?size=40
yangyang14641 / Parallel-Matrix-Multiplication-FOX-Algorithm

☕Implement of Parallel Matrix Multiplication Methods Using FOX Algorithm on Peking University's High-performance Computing System

matrix-multiplicationparallel-algorithmdata-parallelismintelmpiopenmphigh-performance-computing
C 13
6 年前
https://static.github-zh.com/github_avatars/daekeun-ml?size=40
daekeun-ml / sm-distributed-training-step-by-step

This repository provides hands-on labs on PyTorch-based Distributed Training and SageMaker Distributed Training. It is written to make it easy for beginners to get started, and guides you through step...

data-parallelismdistributed-trainingsagemaker
Jupyter Notebook 13
2 年前
https://static.github-zh.com/github_avatars/AlibabaPAI?size=40
AlibabaPAI / FlashModels

#大语言模型#Fast and easy distributed model training examples.

distributed-trainingxladata-parallelism深度学习model-parallelismPyTorchzero大语言模型
Python 12
7 个月前
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