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Determined AI

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About

Determined AI is a distributed deep learning and hyperparameter tuning platform that simplifies the process of building deep learning models. It allows users to train models faster and more accurately, maximizing the use of GPU resources and providing tools for experiment tracking and resource management. The platform supports distributed training without requiring model code changes and offers state-of-the-art hyperparameter search capabilities. Users can analyze results through a user-friendly interface, utilize shared GPUs, and integrate the platform with existing infrastructure and data storage solutions. Determined AI is built for research teams looking to optimize their workflows and improve their deep learning capabilities.

Platform

Keywords

deep learning experiment tracking distributed training gpu management hyperparameter tuning

Task

Features

• experiment tracking

• resource management

• hyperparameter tuning

• distributed training

• flexible infrastructure support (cloud/on-premises)

• reproducibility with artifact tracking

• user-friendly ui for experiment analysis

• built-in model registry

• integration with leading frameworks (pytorch, tensorflow, keras)

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