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Microsoft open source library
DeepSpeed is an open source deep learning optimization library for PyTorch. The library is designed to reduce computing power and memory use and to train
DeepSpeed
General-purpose programming language
Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim graph-tool Horovod Imaging Library IPython JAX
Python_(programming_language)
Subset of artificial intelligence
Apache SINGA Spark MLlib Apache SystemDS Caffe CatBoost Deeplearning4j DeepSpeed Dlib ELKI Flux.jl Gensim Google JAX H2O Infer.NET JASP Jubatus Keras Kubeflow
Machine_learning
arXiv:2304.03208 [cs.LG]. Alvi, Ali; Kharya, Paresh (11 October 2021). "Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, the World's Largest and
List_of_large_language_models
Research division of Microsoft
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Microsoft_Research
Python web framework
Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim graph-tool Horovod Imaging Library IPython JAX
Flask_(web_framework)
Python distribution
Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim graph-tool Horovod Imaging Library IPython JAX
Anaconda (Python distribution)
Anaconda_(Python_distribution)
Python library for data analysis
Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim graph-tool Horovod Imaging Library IPython JAX
Pandas_(software)
Deep learning library
portal Comparison of deep learning software Differentiable programming DeepSpeed Open-source artificial intelligence PyTorch Lightning Chintala, Soumith
PyTorch
Deeplearning4j — open-source deep learning library for the Java virtual machine. DeepSpeed — deep learning optimization library. Dlib — software library with machine
List_of_Python_software
Multilingual open-access large language model
billion (1.6TB) tokens. It was developed using the open-source libraries DeepSpeed Megatron. BigScience then released xP3, a multilingual dataset for LLM
BLOOM_(language_model)
Open-source Python library for scientific computing
Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim graph-tool Horovod Imaging Library IPython JAX
SciPy
Image identification technology
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
PhotoDNA
Technology developed by Microsoft
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Deep_Zoom
Python library for machine learning
Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim graph-tool Horovod Imaging Library IPython JAX
Scikit-learn
Python library for numerical programming
Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim graph-tool Horovod Imaging Library IPython JAX
NumPy
Japanese supercomputer
language capability that was trained on Fugaku. The project ported Megatron-DeepSpeed to Fugaku and optimized Transformer training on its CPU-based architecture
Fugaku_(supercomputer)
American computer scientist, Microsoft vice president
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Richard_Rashid
Java library for deep learning algorithms on the Java virtual machine DeepSpeed – deep learning optimization library developed by Microsoft fastai – deep
Lists of open-source artificial intelligence software
Lists_of_open-source_artificial_intelligence_software
Software
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Microsoft_Live_Labs_Deepfish
Visual programming tool to teach coding
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Kodu_Game_Lab
Tabular comparison of deep learning software
(Keras), Kotlin Yes No Yes No Computational Graph Yes Yes Yes Yes Yes Yes DeepSpeed Microsoft 2019 Apache 2.0 Yes Linux, macOS, Windows Python, C++, CUDA
Comparison of deep learning software
Comparison_of_deep_learning_software
Machine learning technique
Yazdani Aminabadi; Ammar Ahmad Awan; Rasley, Jeff; He, Yuxiong (2022). "DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation
Mixture_of_experts
Collection of open-source Python software tools for computational biology
Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim graph-tool Horovod Imaging Library IPython JAX
Biopython
Python web framework
Soup Biopython Chainer CatBoost Cheetah Construct Cubes CuPy Dask DEAP DeepSpeed Enthought Genshi Gensim graph-tool Horovod Imaging Library IPython JAX
Django_(web_framework)
Discontinued app and service
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Photosynth
Cubes Python GPL-3.0 CuPy Python MIT Dask Python BSD-3 DEAP Python MIT DeepSpeed Python Apache 2.0 Genshi Python BSD-3 Gensim Python LGPL-2.1 Graph-tool
List of open-source code libraries
List_of_open-source_code_libraries
Relationship between the technology company and the open source software paradigm
programming language, was open sourced in January 2020. Microsoft released DeepSpeed, an open source deep learning optimization library for PyTorch, in February
Microsoft_and_open_source
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Microsoft_Live_Labs_Listas
Public document sharing service from Microsoft
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Docs.com
Statistical law in machine learning
Yazdani; Awan, Ammar Ahmad; Rasley, Jeff; He, Yuxiong (2022-06-28). "DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation
Neural_scaling_law
Microsoft Live Labs team who developed web optimized visualization technology
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Seadragon_Software
Overview of and topical guide to deep learning
Metal ROCm Apache MXNet Apache Singa BigDL Caffe Chainer Deeplearning4j DeepSpeed Dlib Fastai Flux JAX Horovod Keras Microsoft Cognitive Toolkit MindSpore
Outline_of_deep_learning
Tech research group
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Microsoft_adCenter_Labs
Data exploration tool by Microsoft
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Microsoft_Live_Labs_Pivot
Book by Wilbur Smith
Yuxiong; Houston, Michael; Tiwary, Saurabh; Catanzaro, Bryan (2022). "Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative
Those_in_Peril
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Live_Clipboard
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Microsoft_FUSE_Labs
Partnership between MSN and Microsoft Research
Distributed–grid computing BitVault Confidential Consortium Framework DeepSpeed Orleans Internet, networking AjaxView Avalanche Conference XP Gazelle
Microsoft_Live_Labs
DEEPSPEED
DEEPSPEED
DEEPSPEED
DEEPSPEED
Boy/Male
Hindu
Couple
Surname or Lastname
English
English : from the Old English personal name Cyneheard, composed of the elements cyne ‘royal’, ‘kingly’ + heard ‘hardy’, ‘brave’, ‘strong’.In some instances probably an Americanized form of German Kunert.
Girl/Female
Afghan, American, British, Christian, English, Finnish, French, German, Indian, Kannada, Latin, Polish, Swedish
Nobility; Noble Kind; Softer; Small Winged One
Surname or Lastname
English
English : from a short form of the personal name Dinis, a variant of Dennis.Vietnamese : unexplained.
Boy/Male
Australian, German, Teutonic
Where the Ravens Nest
Surname or Lastname
English
English : patronymic for the son of a vicar or, perhaps in most cases, an occupational name for the servant of a vicar (see Vicker). In many cases it may represent an elliptical form of a topographic name. Compare Parsons.
Boy/Male
English American Hebrew
in use since the Middle Ages.
Surname or Lastname
English
English : variant of Hewlett.
Boy/Male
Hindu
Prince, Heir apparent
Girl/Female
Assamese, Hindu, Indian, Marathi
Golden
DEEPSPEED
DEEPSPEED
DEEPSPEED
DEEPSPEED
DEEPSPEED