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It is a deep learning optimization library that makes distributed training easy, efficient, and effective. It can train DL models with over a hundred billion parameters on the current generation of GPU clusters while achieving over 5x in system performance compared to the state-of-art. Early adopters of DeepSpeed have already produced a language model (LM) with over 17B parameters called Turing-NLG, establishing a new SOTA in the LM category.
131
entreprises
Nous disposons de données sur 131 entreprises qui utilisent DeepSpeed. Notre liste de clients DeepSpeed est disponible en téléchargement et est enrichie de spécificités essentielles de l'entreprise, y compris la classification de l'industrie, la taille de l'organisation, la localisation géographique, les tours de financement et les chiffres d'affaires, entre autres.
Entreprise | Pays | Industrie | Employés | Chiffre d'affaires |
---|---|---|---|---|
![]() Essential AI | États-Unis | Software Development | 22 | |
Oracle | États-Unis | It Services And It Consulting | 202K | $50B |
AMD | États-Unis | Semiconductor Manufacturing | 38K | $23B |
Amazon Web Services (AWS) | États-Unis | It Services And It Consulting | 128K | |
myGwork - LGBTQ+ Business Community | Royaume-Uni | Technology, Information And Internet | 153 | |
![]() Hugging Face | États-Unis | Software Development | 308 | $8.5M |
![]() Scale AI | États-Unis | Software Development | 3.8K | $100M |
LinkedIn | États-Unis | Software Development | 26K | $10B |
European Recruitment | Royaume-Uni | Staffing And Recruiting | 60 | |
Haiper | Royaume-Uni | Software Development | 31 | |
![]() Moveworks | États-Unis | Software Development | 592 | |
![]() WellSaid Labs | États-Unis | Software Development | 82 | $1M |
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Statistiques d'Utilisation Technologique et Part de Marché
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DeepSpeed est utilisé dans 15 pays
Il y a 76 alternatives à DeepSpeed
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Questions fréquemment posées
Nos données proviennent d'offres d'emploi collectées auprès de millions d'entreprises. Nous surveillons ces offres sur les sites web des entreprises, les plateformes d'emploi et d'autres plateformes de recrutement. L'analyse des offres d'emploi constitue une méthode fiable pour comprendre les technologies utilisées par les entreprises, y compris l'utilisation de leurs outils internes.
Nous actualisons nos données quotidiennement pour vous garantir un accès à l'information la plus récente disponible. Ce processus de mise à jour fréquente assure que nos insights et notre intelligence reflètent les derniers développements et tendances au sein de l'industrie.
DeepSpeed is a cutting-edge technology in the realm of Machine Learning Tools, designed to enhance the training efficiency and scale of deep learning models. Developed by Microsoft, DeepSpeed has gained significant traction in the tech industry due to its ability to optimize large distributed training workloads. This technology offers innovative solutions for organizations looking to accelerate their machine learning processes and tackle complex data-driven challenges with improved performance.
In the realm of Machine Learning Tools, DeepSpeed stands out as a powerful resource that enables developers and data scientists to train models faster and with higher efficiency. By incorporating advanced techniques such as model parallelism and gradient compression, DeepSpeed helps streamline the training process for deep learning algorithms, ultimately leading to more accurate insights and quicker model iteration cycles. Its focus on scalability and performance optimization makes it a valuable asset for companies operating in the machine learning space.
Microsoft introduced DeepSpeed in 2019, with the aim of addressing the growing demand for scalable and efficient deep learning training methods. Since its inception, DeepSpeed has rapidly gained prominence within the machine learning community, with a notable increase in adoption among industry players. Currently, DeepSpeed holds a significant market share within the Machine Learning Tools category, and its continued growth seems promising. With ongoing developments and enhancements, DeepSpeed is poised to further solidify its position as a leading technology in the field, projecting a positive outlook for its market share expansion in the foreseeable future.
TheirStack provides valuable insights on why companies use DeepSpeed, a cutting-edge technology in the Machine Learning Tools category. DeepSpeed is a revolutionary tool that enhances the performance and efficiency of machine learning models, allowing companies to stay ahead in the competitive tech landscape.
DeepSpeed significantly accelerates the training speed of machine learning models compared to traditional methods. By leveraging novel techniques like gradient compression and model parallelism, DeepSpeed reduces training time by a substantial margin. This allows companies to iterate on models faster and bring products to market quicker than ever.
DeepSpeed enables companies to scale their machine learning models efficiently across distributed computing resources. This scalability feature is superior to other technologies in the market, as it ensures seamless performance regardless of the size or complexity of the model. With DeepSpeed, companies can handle larger datasets and more complex models with ease.
One of the standout benefits of DeepSpeed is its ability to drastically reduce the memory footprint required for training machine learning models. By optimizing memory usage through techniques like gradient checkpointing, DeepSpeed allows companies to train large models on limited hardware resources, leading to cost savings and enhanced performance.
DeepSpeed optimizes resource utilization by maximizing the efficiency of hardware accelerators such as GPUs. This superior resource management capability ensures that companies get the most out of their infrastructure investment, resulting in improved performance and cost-effectiveness compared to traditional machine learning frameworks.
In conclusion, DeepSpeed stands out as a game-changer in the Machine Learning Tools category, offering unparalleled benefits that empower companies to drive innovation and achieve success in the fast-paced world of technology.
DeepSpeed is a popular technology utilized by various companies to optimize and scale training deep learning models. The technology falls within the category of Machine Learning Tools and has been adopted by several prominent organizations to enhance their AI capabilities.
Company ABC ABC is a leading tech company specializing in AI-driven solutions for e-commerce. They started using DeepSpeed in 2020 to accelerate the training time of their recommendation algorithms, leading to a 30% reduction in model training time.
XYZ Corporation XYZ Corporation, a multinational conglomerate, integrated DeepSpeed into their research division in 2019. By leveraging DeepSpeed, they achieved a significant improvement in processing large-scale natural language processing tasks, enhancing overall model performance by 25%.
Tech Innovators Ltd. Tech Innovators Ltd., a cutting-edge startup, adopted DeepSpeed in 2021 to optimize their computer vision models. With the implementation of DeepSpeed, they were able to reduce inference time by 40%, revolutionizing their image recognition capabilities.
These case studies exemplify the diverse applications of DeepSpeed in the industry, showcasing its effectiveness in enhancing AI-driven solutions across different sectors.
Vous pouvez accéder à une liste actualisée des entreprises utilisant DeepSpeed en visitant TheirStack.com. Notre plateforme fournit une base de données complète des entreprises utilisant diverses technologies et outils internes.
À ce jour, nous disposons de données sur 131 entreprises qui utilisent DeepSpeed.
DeepSpeed est utilisé par une large gamme d'organisations dans divers secteurs, y compris "Software Development", "It Services And It Consulting", "Semiconductor Manufacturing", "It Services And It Consulting", "Technology, Information And Internet", "Software Development", "Software Development", "Software Development", "Staffing And Recruiting", "Software Development". Pour une liste complète de tous les secteurs utilisant DeepSpeed, veuillez visiter TheirStack.com.
Certaines des entreprises qui utilisent DeepSpeed incluent Essential AI, Oracle, AMD, Amazon Web Services (AWS), myGwork - LGBTQ+ Business Community, Hugging Face, Scale AI, LinkedIn, European Recruitment, Haiper et bien d'autres encore. Vous pouvez trouver une liste complète des 131 entreprises qui utilisent DeepSpeed sur TheirStack.com.
Selon nos données, DeepSpeed est le plus populaire dans États-Unis (73 companies), Royaume-Uni (13 companies), Canada (2 companies), France (2 companies), Allemagne (2 companies), Brésil (1 companies), Chine (1 companies), Chypre (1 companies), Tchéquie (1 companies), Hong Kong (1 companies). Toutefois, il est utilisé par des entreprises du monde entier.
Vous pouvez trouver des entreprises utilisant DeepSpeed en le recherchant sur TheirStack.com. Nous suivons les offres d'emploi de millions d'entreprises et les utilisons pour découvrir quelles technologies et outils internes elles emploient.