https://pytorch.org Mon, 10 Feb 2025 06:43:32 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.2 https://pytorch.org/wp-content/uploads/2024/10/cropped-favicon-32x32.webp https://pytorch.org 32 32 https://note.com/asahi_ictrad/n/nf5195eb53b88 Sun, 21 Nov 2021 05:46:00 +0000 https://pytorch.org/?p=3001 In this tech blog, we will compare the speed and cost of Inferentia, GPU, and CPU for a BERT sequence labeling example. We also provide a helpful tutorial on the steps for model compilation and inference on Inf1 instances.

]]> https://www.youtube.com/watch?v=KuDxEhHk2Rk Tue, 27 Apr 2021 06:01:00 +0000 https://pytorch.org/?p=3023 Miquel Farré is a senior technology manager at Disney, taking the lead on projects at the intersection of video technology, machine learning and web applications. Metadata that drives content searchability is most often indexed at the title level, with limited governance and high ambiguity; at best, keyword metadata has been added to a title as a layer of enrichment.

]]> https://medium.com/pytorch/machine-learning-at-tubi-powering-free-movies-tv-and-news-for-all-51499643018e Thu, 25 Feb 2021 06:02:00 +0000 https://pytorch.org/?p=3027 In this blog series, our aim is to highlight the nuances of Machine Learning in Tubi’s Ad-based Video on Demand (AVOD) space as practiced at Tubi. Machine Learning helps solve myriad problems involving recommendations, content understanding and ads. We extensively use PyTorch for several of these use cases as it provides us the flexibility, computational speed and ease of implementation to train large scale deep neural networks using GPUs.

]]> https://venturebeat.com/business/how-pixar-uses-ai-and-gans-to-create-high-resolution-content/ Fri, 17 Jul 2020 06:42:00 +0000 https://pytorch.org/?p=3047 As digital animators continue to push the boundaries of technology and creativity, the technical teams that support them are turning to artificial intelligence and machine learning to deliver the tools they need. That’s the case at Pixar, where the company has made new machine learning breakthroughs it hopes will both improve quality and reduce costs.

]]> https://medium.com/pytorch/how-disney-uses-pytorch-for-animated-character-recognition-a1722a182627 Thu, 16 Jul 2020 06:42:00 +0000 https://pytorch.org/?p=3049 The long and incremental evolution of the media industry, from a traditional broadcast and home video model, to a more mixed model with increasingly digitally-accessible content, has accelerated the use of machine learning and artificial intelligence (AI). Advancing the implementation of these technologies is critical for a company like Disney that has produced nearly a century of content, as it allows for new consumer experiences and enables new applications for illustrators and writers

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