Categories
Misc

Accelerating Embedding Lookups with cuEmbed

A drawing of a person holding a phone, with a callout of the phone screen and chat bubbles.NVIDIA recently released cuEmbed, a high-performance, header-only CUDA library that accelerates embedding lookups on NVIDIA GPUs. If you’re building…A drawing of a person holding a phone, with a callout of the phone screen and chat bubbles.

NVIDIA recently released cuEmbed, a high-performance, header-only CUDA library that accelerates embedding lookups on NVIDIA GPUs. If you’re building recommendation systems, embedding operations are likely consuming significant computational resources. Embedding lookups present a unique optimization challenge. They’re memory-intensive operations with irregular access patterns.

Source

Leave a Reply

Your email address will not be published. Required fields are marked *