10 Text Preprocessing Benchmarks on CPU, GPU, and TPU | by Bruce H. Cottman, Ph.D. | Jun, 2022

NLP benchmarks Python code and benchmarks for ten different spaCy text preprocessing actions Figure 1. Racing computing platforms. Source: Photo: Pietro Mattia on Unsplash Estimates state that 70%–85% of the world’s data is text (unstructured data). New deep learning language models (transformers) have also caused explosive growth in industrial applications. This article is not an … Read more

Intel 13th-Gen Raptor Lake Release date, Benchmarks, Specs, and more!

Intel’s new 12th-gen Alder Lake CPUs are still relatively new to the market. Some of the Alder Lake chips including the Core i5-12600K and the Core i9-12900K are holding the top spots in our collection of the best CPUs on the market. That being said, there’s no shortage of rumors and speculations about Intel’s next-generation … Read more

Eng Metrics Benchmarks: What Makes Elite Teams?

DORA Metrics and Beyond In 2014 the DevOps Research and Assessment (DORA) team published their first State of DevOps report, identifying four metrics that can be used to measure engineering team performance. Six months ago the Data Science Team at LinearB decided to continue where DORA left off, digging deeper into the data than ever … Read more