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Memory layout
Manage episode 297375008 series 2921809
Treść dostarczona przez PyTorch, Edward Yang, and Team PyTorch. Cała zawartość podcastów, w tym odcinki, grafika i opisy podcastów, jest przesyłana i udostępniana bezpośrednio przez PyTorch, Edward Yang, and Team PyTorch lub jego partnera na platformie podcastów. Jeśli uważasz, że ktoś wykorzystuje Twoje dzieło chronione prawem autorskim bez Twojej zgody, możesz postępować zgodnie z procedurą opisaną tutaj https://pl.player.fm/legal.
Memory layout specifies how the logical multi-dimensional tensor maps its elements onto physical linear memory. Some layouts admit more efficient implementations, e.g., NCHW versus NHWC. Memory layout makes use of striding to allow users to conveniently represent their tensors with different physical layouts without having to explicitly tell every operator what to do.
Further reading.
- Tutorial https://pytorch.org/tutorials/intermediate/memory_format_tutorial.html
- Memory format RFC https://github.com/pytorch/pytorch/issues/19092
- Layout permutation proposal (not implemented) https://github.com/pytorch/pytorch/issues/32078
83 odcinków
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Manage episode 297375008 series 2921809
Treść dostarczona przez PyTorch, Edward Yang, and Team PyTorch. Cała zawartość podcastów, w tym odcinki, grafika i opisy podcastów, jest przesyłana i udostępniana bezpośrednio przez PyTorch, Edward Yang, and Team PyTorch lub jego partnera na platformie podcastów. Jeśli uważasz, że ktoś wykorzystuje Twoje dzieło chronione prawem autorskim bez Twojej zgody, możesz postępować zgodnie z procedurą opisaną tutaj https://pl.player.fm/legal.
Memory layout specifies how the logical multi-dimensional tensor maps its elements onto physical linear memory. Some layouts admit more efficient implementations, e.g., NCHW versus NHWC. Memory layout makes use of striding to allow users to conveniently represent their tensors with different physical layouts without having to explicitly tell every operator what to do.
Further reading.
- Tutorial https://pytorch.org/tutorials/intermediate/memory_format_tutorial.html
- Memory format RFC https://github.com/pytorch/pytorch/issues/19092
- Layout permutation proposal (not implemented) https://github.com/pytorch/pytorch/issues/32078
83 odcinków
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Welcome to Hands-On Tech, where host Mikah Sargent turns tech troubles into tech triumphs. Each episode zooms in on a specific theme, unpacking listener questions with expert analysis and easy-to-follow advice. From decoding the latest gadgets to simplifying everyday tech, Mikah's got you covered. Submit your tech queries through email at HOT@twit.tv or via TWiT's social media. You might hear your question answered on air! And keep an ear out for guest experts who drop by to share their spec ...
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