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Contenu fourni par PyTorch, Edward Yang, and Team PyTorch. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par PyTorch, Edward Yang, and Team PyTorch ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.
Similaire à PyTorch Developer Podcast
Show notes are at https://stevelitchfield.com/sshow/chat.html
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Catalyst, a Launch by NTT DATA podcast, puts humans at the front and center of digital transformation. Each week, we feature thought leaders who share their insights on reinventing digital experiences, enhancing customer journeys, and driving innovation in the enterprise. From platform transformation to the latest advancements in AI, our guests delve into the challenges and triumphs of digital transformation, emphasizing the critical role of human ingenuity and leadership.
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Player FM - Application Podcast
Mettez-vous hors ligne avec l'application Player FM !
Mettez-vous hors ligne avec l'application Player FM !
))
Multithreading
Manage episode 299067343 series 2921809
Contenu fourni par PyTorch, Edward Yang, and Team PyTorch. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par PyTorch, Edward Yang, and Team PyTorch ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.
Writing multithreading code has always been a pain, and in PyTorch there are buckets and buckets of multithreading related issues you have to be aware about and deal with when writing code that makes use of it. We'll cover how you interface with multithreading in PyTorch, what goes into implementing those interfaces (thread pools!) and also some miscellaneous stuff like TLS, forks and data structure thread safety that is also relevant.
Further reading:
- TorchScript CPU inference threading documentation https://github.com/pytorch/pytorch/blob/master/docs/source/notes/cpu_threading_torchscript_inference.rst
- c10 thread pool https://github.com/pytorch/pytorch/blob/master/c10/core/thread_pool.h and autograd thread pool https://github.com/pytorch/pytorch/blob/master/torch/csrc/autograd/engine.cpp
- Tracking issue for TLS propagation across threads https://github.com/pytorch/pytorch/issues/28520
83 episodes
Partager
Manage episode 299067343 series 2921809
Contenu fourni par PyTorch, Edward Yang, and Team PyTorch. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par PyTorch, Edward Yang, and Team PyTorch ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.
Writing multithreading code has always been a pain, and in PyTorch there are buckets and buckets of multithreading related issues you have to be aware about and deal with when writing code that makes use of it. We'll cover how you interface with multithreading in PyTorch, what goes into implementing those interfaces (thread pools!) and also some miscellaneous stuff like TLS, forks and data structure thread safety that is also relevant.
Further reading:
- TorchScript CPU inference threading documentation https://github.com/pytorch/pytorch/blob/master/docs/source/notes/cpu_threading_torchscript_inference.rst
- c10 thread pool https://github.com/pytorch/pytorch/blob/master/c10/core/thread_pool.h and autograd thread pool https://github.com/pytorch/pytorch/blob/master/torch/csrc/autograd/engine.cpp
- Tracking issue for TLS propagation across threads https://github.com/pytorch/pytorch/issues/28520
83 episodes
Все серии
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Similaire à PyTorch Developer Podcast
Africa-focused technology, digital and innovation ecosystem insight and commentary.
…
continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
continue reading
Catalyst, a Launch by NTT DATA podcast, puts humans at the front and center of digital transformation. Each week, we feature thought leaders who share their insights on reinventing digital experiences, enhancing customer journeys, and driving innovation in the enterprise. From platform transformation to the latest advancements in AI, our guests delve into the challenges and triumphs of digital transformation, emphasizing the critical role of human ingenuity and leadership.
…
continue reading
Embedded is the show for people who love gadgets. Making them, breaking them, and everything in between. Weekly interviews with engineers, educators, and enthusiasts. Find the show, blog, and more at embedded.fm.
…
continue reading
We help founders make something people want.
…
continue reading
Redefining AI is the 2024 New York Digital Award winning tech podcast! Discover a whole new take on Artificial Intelligence in joining host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and ...
…
continue reading
Daily update on current cyber security threats
…
continue reading
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 ...
…
continue reading
This is the audio podcast version of Troy Hunt's weekly update video published here: https://www.troyhunt.com/tag/weekly-update/
…
continue reading
The director’s commentary track for Daring Fireball. Long digressions on Apple, technology, design, movies, and more.
…
continue reading
Player FM - Application Podcast
Mettez-vous hors ligne avec l'application Player FM !
Mettez-vous hors ligne avec l'application Player FM !
