Open Sourcing AvroTensorDataset: A Performant TensorFlow Dataset For Processing Avro Data
Introducing AvroTensorDataset, a high-performance TensorFlow dataset for efficiently processing Avro data in machine learning models
Experimenting at Scale, the Spotify Home Way
This blogpost is about experimenting at scale and optimizing the Spotify Home experience for enhanced personalization and user value.
Black Swan Data CTO on how to tackle petabyte-level learning
A post by Peter Davio, CTO at Black Swan Data, discussing strategies for handling petabyte-level learning at Snorkel AI's The Future of Data-Centric AI Summit in 2022.
Speed is all you need: On-device acceleration of large diffusion models via GPU-aware optimizations
This blog post discusses the on-device acceleration of large diffusion models via GPU-aware optimizations, focusing on techniques such as enhanced attention modules for memory efficiency, Winograd fast convolution for 3x3 convolution layers, and specialized operator fusion for memory efficiency.
How different are Spanish dialects around the world?
Exploring the diversity and nuances of Spanish dialects across the globe.
Build a multilingual automatic translation pipeline with Amazon Translate Active Custom Translation
Creating a multilingual automatic translation pipeline using Amazon Translate Active Custom Translation
Google Cloud: Driving digital transformation
Empowering digital transformation with Google Cloud's innovative AI and machine learning tools across Document AI, wind energy optimization, and AlphaFold on Vertex AI.
David Autor named NOMIS 2023 Distinguished Scientist
Recognition of David Autor's research on the effects of technological change and globalization on jobs and earnings prospects for workers.
How Grammarly strives for superhuman communication assistance
Exploring Grammarly's efforts in achieving superhuman communication assistance
Migrating Netflix to GraphQL Safely
This blogpost is about safely migrating Netflix's mobile apps to GraphQL, covering strategies such as AB Testing, Replay Testing, and Sticky Canaries.
Reconstructing indoor spaces with NeRF
The blog post describes the work done to create indoor views in Immersive View using neural radiance fields (NeRF) for realistic, multi-dimensional reconstructions of spaces, including the pipeline for capturing photos, image processing, and scene reproduction, and the use of interactive 360-degree videos for a scalable user experience.
GitHub Availability Report: May 2023
An overview of GitHub's availability in May 2023, including incidents and degraded performance across services.