Archives for horovod
A comparative analysis of open-source deep learning optimization libraries DeepSpeed and Horovod for advancing large-scale model training.
The post DeepSpeed Vs Horovod: A Comparative Analysis appeared first on Analytics India Magazine.
A comparative analysis of open-source deep learning optimization libraries DeepSpeed and Horovod for advancing large-scale model training.
The post DeepSpeed Vs Horovod: A Comparative Analysis appeared first on Analytics India Magazine.
In distributed training, the workload is shared between mini processors called the worker nodes. The nodes run in parallel to speed up the model training. Traditionally, distributed training has been used for machine learning models. But of late, it’s making inroads into compute-intensive tasks such as deep learning to train deep neural networks. Below, we…
The post Top Distributed Training Frameworks In 2021 appeared first on Analytics India Magazine.
As per the latest Data Science skills study, the data scientists and practitioners who were surveyed revealed that the top Language preferred for Statistical Modelling is Python, favoured by 65.2% proportion of the respondents. Python is the language of choice for statistical modelling among the Data Science community, and AI and analytics practitioners seeking to…
The post Top 10 Trending Python Projects On GitHub: 2020 appeared first on Analytics India Magazine.
Deep Learning is one of the most data-intensive tasks out there, owing to its requirement of large datasets. In addition to this, it is extremely hungry in terms of computational resources, requiring hardware acceleration and lots of processing power. To register for the webinar, click here. To optimise this, many take the path of distributing…
The post Webinar: Intel AI Presents Distributed Deep Learning Using Horovod appeared first on Analytics India Magazine.
Deep Learning is one of the most data-intensive tasks out there, owing to its requirement of large datasets. In addition to this, it is extremely hungry in terms of computational resources, requiring hardware acceleration and lots of processing power. To register for the webinar, click here. To optimise this, many take the path of distributing…
The post Intel AI Webinar: ‘Distributed Deep Learning Using Horovod’ appeared first on Analytics India Magazine.