Train ML models on large images and 3D volumes with spatial partitioning on Cloud TPUs | Google Cloud Blog

Train ML models on large images and 3D volumes with spatial partitioning on Cloud TPUs | Google Cloud Blog

Spatial partitioning is new Cloud TPU feature that allows you to seamlessly scale image models up to larger sizes (in 2D and 3D) without changing your code. Here’s how to get started.

14 mentions: @kazunori_279@TeslaTrip@dakuton
Date: 2019/09/12 21:48

Referring Tweets

@TeslaTrip What's happening? Spatial Partitioning is happening! Why should you care? As sensors get bigger and capture bigger images, we need a way to process those images for ML. #GoogleCloudTPU https://t.co/J0itgMWXLp
@kazunori_279 大きな画像や3Dデータを空間分割して複数のTPUで学習するTPU spatial partitioning APIの解説。 #gcpja https://t.co/cm5dLmWGJZ