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Determined AI
Deep Learning Training Platform
IvaraX Analysis
Determined AI established itself as a notable player in the ML training platform space before its acquisition by HPE in 2021. The open-source platform offered valuable tools for distributed training and experiment management, now continuing development under HPE's stewardship.
Key Strengths
- +Strong open-source foundation with active community engagement
- +Purpose-built for deep learning workflows and scalability
- +Reduces complexity of distributed training across GPU clusters
- +Enterprise backing through HPE acquisition ensures continued development
- +Addresses full ML training lifecycle from experimentation to production
Ideal For
- →Enterprise ML teams requiring scalable distributed training infrastructure
- →Research organizations running extensive deep learning experiments
- →Organizations already invested in HPE's computing ecosystem
- →Teams seeking open-source alternatives to proprietary ML platforms
Things to Consider
- !As an acquired company, product roadmap is now determined by HPE's strategic priorities
- !Organizations should evaluate current integration with HPE's broader product suite
- !May require technical expertise to deploy and manage effectively in production environments
About Determined AI
Determined AI was a pioneering company in the machine learning infrastructure space, having developed an open-source deep learning training platform designed to accelerate model development and reduce operational complexity. The platform addressed critical pain points for ML engineers by providing integrated solutions for distributed training across multiple GPUs and nodes, intelligent hyperparameter tuning, and comprehensive experiment tracking and management. Founded with the mission of making deep learning more accessible and efficient, Determined AI gained recognition in the ML community for its developer-friendly approach and robust feature set. The company's technology enabled organizations to significantly reduce the time and computational resources required to train complex models. In 2021, Determined AI was acquired by Hewlett Packard Enterprise (HPE), where its technology continues to be developed as part of HPE's broader AI and high-performance computing portfolio.
Why Choose Determined AI
- Open-source platform with transparent, community-driven development
- Integrated distributed training capabilities for faster model development
- Automated hyperparameter tuning to optimize model performance
- Comprehensive experiment tracking for reproducibility and collaboration
- Now backed by HPE's enterprise-grade infrastructure and support
Services
Deep Learning Training PlatformDistributed TrainingHyperparameter TuningExperiment TrackingModel Development Infrastructure
Technologies
PythonPyTorchTensorFlowKubernetesDockerGPU Computing
Tech Stack(detected from website)
PythonDeep Learning Frameworks (PyTorch, TensorFlow, Keras)KubernetesDockerDistributed ComputingGPU Computing
Industries Served
Categories
Company Info
- Headquarters
- San Francisco, CA, US
- Founded
- 2017
- Employees
- 11-50
