Tensor Processing Unit

E356779

A Tensor Processing Unit (TPU) is a specialized AI accelerator chip designed by Google to efficiently perform large-scale machine learning computations, particularly for neural networks.

All labels observed (8)

Label Occurrences
Tensor Processing Unit canonical 2
AI accelerators 1
Google TPU 1

How this entity was disambiguated

Statements (50)

Predicate Object
instanceOf AI accelerator ⓘ
application-specific integrated circuit ⓘ
neural network accelerator ⓘ
advantage high throughput training ⓘ
higher performance per watt for ML workloads ⓘ
low latency inference ⓘ
announcedAt Google I/O 2016 ⓘ
architectureFeature bfloat16 support ⓘ
high-bandwidth on-chip memory ⓘ
integer arithmetic optimization ⓘ
systolic array ⓘ
availableAs Cloud TPU ⓘ
linked to: Google TPU

Edge TPU ⓘ
category hardware accelerator ⓘ
comparedTo central processing unit ⓘ
graphics processing unit ⓘ
designedFor deep learning workloads ⓘ
machine learning workloads ⓘ
neural network inference ⓘ
neural network training ⓘ
developer Google ⓘ
firstDeploymentYear 2015 ⓘ
hasGeneration TPU v1 ⓘ
linked to: TPU

TPU v2 ⓘ
linked to: Google Cloud TPU V2

TPU v3 ⓘ
linked to: Google Cloud TPU V3

TPU v4 ⓘ
linked to: Google Cloud TPU V4

TPU v5e ⓘ
linked to: TPU

TPU v5p ⓘ
linked to: TPU
introducedBy Sundar Pichai ⓘ
manufacturer Google ⓘ
market cloud computing ⓘ
edge computing ⓘ
optimizedFor large-scale machine learning computations ⓘ
matrix multiplication ⓘ
tensor operations ⓘ
supportsFramework TensorFlow ⓘ
supportsPrecision 16-bit floating point ⓘ
8-bit integer ⓘ
bfloat16 ⓘ
usedByService Google Assistant ⓘ
Google Photos ⓘ
Google Search ⓘ
Google Translate ⓘ
YouTube ⓘ
usedFor image recognition ⓘ
natural language processing ⓘ
recommendation systems ⓘ
speech recognition ⓘ
usedIn Google Cloud Platform ⓘ
linked to: Google Cloud

Google data centers ⓘ

How these facts were elicited

Referenced by (9)

Full triples — surface form annotated when it differs from this entity's canonical label.

Google Tensor → hasComponent → Tensor Processing Unit ⓘ
TPU → hasGeneration → TPU v1 ⓘ
linked to: Tensor Processing Unit
TPU → hasGeneration → TPU v2 ⓘ
linked to: Tensor Processing Unit
TPU → offeredAs → TPU node ⓘ
linked to: Tensor Processing Unit
TPUs (via XLA integrations) → targetHardware → Google TPU ⓘ
linked to: Tensor Processing Unit
Google infrastructure → hasComponent → Tensor Processing Units ⓘ
linked to: Tensor Processing Unit
Tensor G3 → supportsFeature → Tensor Processing Unit ⓘ
subject linked to: Tensor G3 chip
Intelligence Processing Unit → competesWith → tensor processing unit ⓘ
linked to: Tensor Processing Unit
HBM3 → usedIn → AI accelerators ⓘ
linked to: Tensor Processing Unit