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 (6)

Label Occurrences
Google TPU 1
TPU node 1
TPU v1 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 (6)

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