Quantifying the performance of the TPU, our first machine learning chip | Google Cloud Blog

Quantifying the performance of the TPU, our first machine learning chip Editor's Note: Learn about our newly available Cloud TPUs. We’ve been using compute-intensive machine learning in our products for the past 15 years. We use it so much that we even designed an entirely new class of custom machine learning accelerator, the Tensor Processing Unit. Just how fast is the TPU, actually? Today, in co

[higysk]

本気のdeep learningって凄まじい "If we considered a scenario where people use Google voice search for just three minutes a day and we ran deep neural nets for our speech recognition system on the processing units we were using, we would have had to double the number of Google data centers!"

[progrhyme]

IT Mediaのやつの元記事

[rindai87]

ようやくTPUの情報が出てきましたねー

[pikarin1404]

Google Cloud Platform Blog: Quantifying the performance of the TPU, our first machine learning chip

[fcicq]

"In-Datacenter Performance Analysis of a Tensor Processing Unit​" 65536 8-bit MAC (92TOps/s), 28 MiB mem. 15~30x faster, use 1/70 power per op https://drive.google.com/file/d/0Bx4hafXDDq2EMzRNcy1vSUxtcEk/view