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    'Still Training: A Decade of Learning the Hard Way' set for Reverie on November 5

    The presenter says the San Francisco talk will cover hardware codesign and synchronous versus asynchronous training.

    rohan anilRA
    3 Sources, 1h ago, first seen 1h ago

    TLDR

    The presenter announced 'Still Training: A Decade of Learning the Hard Way' for Reverie by LanceDB in San Francisco on November 5. They say they'll discuss distributed training from the trenches, including hardware codesign, synchronous and asynchronous training, big-batch gradient descent, online learning and higher-order methods.

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    3 Sources, first seen 1h ago

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    Combined views

    4K

    3 Sources, first seen 1h ago

    51 likes5 comments15 saves4 reposts
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    3 Sources

    rohan anil@_arohan_Bit more than a decade in training, no pain no train. 💪 @BEBischof nerd sniped me into this talk with offer to have a Cat to give the keynote. Still Training: A Decade of Learning the Hard Way @ Reverie by LanceDB on Nov 5 in SF 🌉 You get to hear me about distributed training from the trenches: Hardware codesign, async and sync training -- when we almost decided to put async into chips From big batch gradient descent with parallel boosting from stochastic optimization with duals to online learning where we had regrets, to higher order methods that scale that was almost second order that nobody believed it.1h
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    3 Sources

    rohan anil@_arohan_Bit more than a decade in training, no pain no train. 💪 @BEBischof nerd sniped me into this talk with offer to have a Cat to give the keynote. Still Training: A Decade of Learning the Hard Way @ Reverie by LanceDB on Nov 5 in SF 🌉 You get to hear me about distributed training from the trenches: Hardware codesign, async and sync training -- when we almost decided to put async into chips From big batch gradient descent with parallel boosting from stochastic optimization with duals to online learning where we had regrets, to higher order methods that scale that was almost second order that nobody believed it.1h
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