https://pytorch.org Mon, 05 May 2025 22:43:34 +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://medium.com/walmartglobaltech/search-model-serving-using-pytorch-and-torchserve-6caf9d1c5f4d Mon, 23 Jan 2023 05:21:00 +0000 https://pytorch.org/?p=2960 Walmart Search has embarked on the journey of adopting Deep Learning in the search ecosystem to improve search relevance. For our pilot use case, we served the computationally intensive Bert Base model at runtime with an objective to achieve low latency and high throughput.

 

]]> https://pytorch.org/blog/amazon-ads-case-study/ Thu, 24 Feb 2022 05:42:00 +0000 https://pytorch.org/?p=2994 Amazon Ads uses PyTorch, TorchServe, and AWS Inferentia to reduce inference costs by 71% and drive scale out. Amazon Ads helps companies build their brand and connect with shoppers through ads shown both within and beyond Amazon’s store, including websites, apps, and streaming TV content in more than 15 countries. Businesses and brands of all sizes, including registered sellers, vendors, book vendors, Kindle Direct Publishing (KDP) authors, app developers, and agencies can upload

]]> https://www.onepeloton.com/press/articles/designing-an-early-stage-recommender-system Mon, 18 Oct 2021 05:51:00 +0000 https://pytorch.org/?p=3005 Personalization is ubiquitous on most platforms today. Supercharged by connectivity, and scaled by machine learning, most experiences on the internet are tailored to our personal tastes. Peloton classes offer a diversity of instructors, languages, fitness disciplines, durations and intensity. Each Member has specific fitness goals, schedule, fitness equipment, and level of skill or strength. This diversity of content and individuality of Member needs at massive scale creates the opportunity

]]> https://www.databricks.com/blog/2021/04/29/automated-background-removal-in-e-commerce-fashion-image-processing-using-pytorch-on-databricks.html Thu, 29 Apr 2021 06:00:00 +0000 https://pytorch.org/?p=3021 Wehkamp is one of the biggest e-commerce companies in the Netherlands, with more than 500,000 daily visitors on their website. A wide variety of products offered on the Wehkamp site aims to meet its customers’ many needs. An important aspect of any customer visit on an e-commerce website is a qualitative and accurate visual experience of the products. At a large scale, this is no easy task, with thousands of product photos processed in a local photo studio.

]]> https://medium.com/pytorch/how-trigo-built-a-scalable-ai-development-deployment-pipeline-for-frictionless-retail-b583d25d0dd Tue, 16 Jun 2020 06:44:00 +0000 https://pytorch.org/?p=3051 Trigo is a provider of AI & computer vision based checkout-free systems for the retail market, enabling frictionless checkout and a range of other in-store operational and marketing solutions such as predictive inventory management, security and fraud prevention, pricing optimization and event-driven marketing.

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