determined-ai/determined

Determined is a deep-learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

GoPythonTypeScriptSCSSCSSMakefileOtherkubernetesdata-sciencemachine-learningdeep-learningtensorflowpytorchhyperparameter-optimizationhyperparameter-tuninghyperparameter-searchdistributed-trainingml-infrastructuremlopsml-platform
This is stars and forks stats for /determined-ai/determined repository. As of 28 Apr, 2024 this repository has 2472 stars and 321 forks.

Determined is an all-in-one deep learning platform, compatible with PyTorch and TensorFlow. It takes care of: Distributed training for faster results. Hyperparameter tuning for obtaining the best models. Resource management for cutting cloud GPU costs. Experiment tracking for analysis and reproducibility. How Determined Works The main components of Determined are the Python library, the command line interface (CLI), and the Web UI. Python Library Use the Python library to make your existing PyTorch...
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