determined-ai/determined
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Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
12 mentions on Hacker News by 10 people: 5 stories, 7 comments · first 2020-04-30 · latest 2023-11-02
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Use Determined if you want a nice UI https://github.com/determined-ai/determined#readme
comment by fancy_pantser · 2023-11-02 · in ML Experiments Management with Git -
Check out Determined ( https://github.com/determined-ai/determined ). It supports deploying onto k8s and handles running horovod (and soon other dtrain backends), with most of the complexity abstracted behind a few configuration values.…
comment by another_ · 2021-10-22 · in PyTorch 1.10 -
Check out Determined https://github.com/determined-ai/determined to help manage this kind of work at scale: Determined leverages Horovod under the hood, automatically manages cloud resources and can get you up on spot instances, T4's, etc.…
comment by etrain · 2021-10-07 · in How to train large deep learning models as a startup -
…availability, and partially because our PyTorch TPU experiments were so unimpressive. [1] GH: https://github.com/determined-ai/determined , Slack: https://join.slack.com/t/determined-community/shared_invite/...
comment by solidasparagus · 2021-04-25 · in Cerebras’ new monster AI chip adds 1.4T transistors -
…* pytorch-lightning + grid: https://github.com/PyTorchLightning/pytorch-lightning * DeterminedAI: https://github.com/determined-ai/determined * Metaflow: https://github.com/Netflix/metaflow * Aim: https://github.com/aimhubio/aim * And so…
comment by flc-anonym · 2020-11-19 · in Launch HN: Replicate (YC W20) – Version control for machine learning -
…flexibility when using the API. For instance, here is an example of a GAN using our PyTorch API: https://github.com/determined-ai/determined/blob/master/exam... This is a port of this PyTorch Lightning example:…
comment by neilc · 2020-10-08 · in Grid: AI platform from the makers of PyTorch Lightning -
…years building an open source DL training platform that tries to make that process a lot simpler ( https://github.com/determined-ai/determined ), but I think it's fair to say that this is still very much an open space and an important…
comment by neilc · 2020-10-08 · in Grid: AI platform from the makers of PyTorch Lightning