TorchScript and PyTorch JIT | Deep Dive

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  • เผยแพร่เมื่อ 25 พ.ย. 2024

ความคิดเห็น • 17

  • @pixel7038
    @pixel7038 4 ปีที่แล้ว +6

    Wish we had more people involved on the C++ endpoint deployment for Libtorch #drogon #rustBinding #golangBinding

  • @EsdrasSoutoCosta
    @EsdrasSoutoCosta 4 ปีที่แล้ว +6

    Amazing! In my graduate research I use PyTorch due to its flexibility and its more close to my thoughts when writing code in order to validate some idea. All of this came from it being a tool fist-based in scientific research and programming experience. PyTorch became the new numpy, but comes with all of this ecosystem that now I can compile my research ideas to deploy it into production ready server. Awesome!

    • @asakellen3564
      @asakellen3564 3 ปีที่แล้ว

      I know im asking the wrong place but does anyone know a tool to log back into an instagram account..?
      I was dumb lost my login password. I would appreciate any tricks you can offer me

  • @keinemoto5192
    @keinemoto5192 4 ปีที่แล้ว +1

    I really love PyTorch. It's flexible and has great supports for production.

  • @ml-cfd
    @ml-cfd 4 ปีที่แล้ว +1

    Great video! Plenty of useful insights. I would like to see more of these videos :-)
    Cheers

  • @NitishSinghchin2
    @NitishSinghchin2 4 ปีที่แล้ว +2

    PyTorch is amazing!

  • @thinhlpg
    @thinhlpg ปีที่แล้ว

    Very informative, Thank you!

  • @user-or7ji5hv8y
    @user-or7ji5hv8y 4 ปีที่แล้ว

    Great presentation.

  • @ArunRangarajan
    @ArunRangarajan 4 ปีที่แล้ว +2

    Is James a machine? :D (Like Commander Data from Starship Enterprise?)

  • @vascodev
    @vascodev 2 ปีที่แล้ว

    Thanks for the great video. I was only wondering how the last part about PyTorch JIT compilation for more dynamic setups, differs from the scripting (or tracing) part explained earlier in the video. Is this an extra step we can take alongside scripting? I am kind of confused since both scripting and tracing are part of the jit module, and since scripting (I believe) already allows for more dynamic models as explained in the video, so I am trying to figure out how this differs. Thanks in advance for any clarification!

  • @midhileshelavazhagan2541
    @midhileshelavazhagan2541 4 ปีที่แล้ว

    Why there is not fuse group present in the IR representation? How can we visualize the optimization made by torchscript over the model?

  • @MadlipzMarathi
    @MadlipzMarathi 3 ปีที่แล้ว

    Will torchscript allow run models on opencl backend at runtime

  • @clivefernandes5435
    @clivefernandes5435 4 ปีที่แล้ว

    Hi can anyone suggest a place or book where I can learn more about these optimizations

    • @PyTorch
      @PyTorch  3 ปีที่แล้ว

      Hi Clive, for more information on TorchScript, we recommend visiting: pytorch.org/docs/stable/jit.html. We hope this helps!

  • @user-or7ji5hv8y
    @user-or7ji5hv8y 4 ปีที่แล้ว

    How about Torchscript into Julia instead of C++?

    • @PyTorch
      @PyTorch  4 ปีที่แล้ว

      Hi C, please join and post this question to the PyTorch Forums: discuss.pytorch.org/c/jit/

  • @jonathansum9084
    @jonathansum9084 4 ปีที่แล้ว

    So I can write Bert, transformer, and more advance model in Pytorch and run them in Java and C++?