Build Better AI Models Faster
This solution brief highlights our technology, emphasizing its capability to boost business innovation at unparalleled supercomputing speeds. The solution paves the way for previously unimagined opportunities and a competitive edge in the market.
What is the HPE Machine Learning Development Environment?
The HPE Machine Learning Development Environment is a comprehensive platform designed to simplify and accelerate the development of machine learning models. It removes the complexity and cost associated with model development, allowing ML engineers and data scientists to focus on innovation. Built on the open-source Determined Training Platform, it enables faster training of models, advanced hyperparameter tuning, and efficient management of GPU resources.
How does the platform improve training times?
The platform allows ML engineers to train models significantly faster—reducing training times from days to hours or even minutes. It supports state-of-the-art distributed training without requiring changes to the model code. For example, one user reported reducing the training time for a key computer vision model from 3 days to just 3 hours.
What features support collaboration and resource management?
The environment includes advanced experiment tracking that automatically saves model code, hyperparameters, and configuration settings, making it easier for teams to reproduce results. Additionally, it features built-in resource management tools that improve cluster utilization, allowing team members to submit jobs using Kubernetes or HPE’s priority scheduler, which is tailored for ML workloads.
Build Better AI Models Faster
published by Hewlett Packard Enterprise
Cloud is one of the most significant technology shifts your company will face, offering agility, scale and favourable economics. But the integration of private clouds, public clouds and legacy IT environments can be daunting. HPE Pointnext cloud consulting services can help you find the right mix of hybrid cloud that can turn your IT organisation into a valuable change agent for innovation and growth.
Our global team of cloud computing consultants – bolstered by talent from acquisitions such as Cloud Technology Partners and RedPixie – can help you build the right cloud for your business and evolve your team’s culture and skills to embrace cloud.
No matter where you are in your journey to hybrid cloud, our cloud consultants can help you map out your next steps. From determining what workloads should live where, to handling governance and compliance, to managing costs, our experts can help you optimise your operations.
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