Atlas: How to run 1000s of reproducible machine learning experiments concurrently

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  • čas přidán 16. 06. 2024
  • Download Atlas for free and use it for any of your Python machine learning development projects: www.atlas.dessa.com
    And don't forget to check Atlas out on Product Hunt, we'd love to hear your feedback!: www.producthunt.com/posts/fou...
    You can also get help for your machine learning projects by chatting with our Engineering team on our Community Slack channel: www.tiny.cc/dessa
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    In this video, our Technical Product Manager Cole gives the lowdown on how our product Atlas helps machine learning practitioners:
    + Organize modelling workflows
    + Track the input and output of every experiment
    +Archive every experiment to ensure reproducibility
    + Submit 100s of jobs to a queue to run on available resources
    + Visualize information about their models
    + Seamlessly take advantage of Tensorboard from within Atlas
    + Save $$$ using pre-emptive GPUs and the rescheduling of jobs
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