GPU

E426676

A GPU (Graphics Processing Unit) is a highly parallel processor originally designed for rendering graphics that is now widely used to accelerate compute-intensive tasks such as machine learning, scientific simulations, and video processing.

All labels observed (4)

Label Occurrences
NVIDIA GPU 11
GPU canonical 3
NVIDIA GPUs 2

How this entity was disambiguated

Statements (89)

Predicate Object
instanceOf electronic device
graphics processing unit
integrated circuit
parallel processor
advantage high throughput for parallel tasks
architectureFeature SIMD execution units
hardware rasterization units
hardware schedulers
many-core architecture
shader cores
single instruction multiple threads
texture mapping units
wide memory bandwidth
componentOf data center server
game console
personal computer
smartphone
supercomputer
tablet computer
workstation
connectsVia AGP NERFINISHED
PCI Express NERFINISHED
Thunderbolt NERFINISHED
designedFor highly parallel workloads
developedBy AMD NERFINISHED
ARM NERFINISHED
Apple NERFINISHED
Imagination Technologies NERFINISHED
Intel NERFINISHED
NVIDIA NERFINISHED
Qualcomm NERFINISHED
enables GPGPU computing
high-resolution displays
multi-monitor setups
real-time 3D rendering
evolvedTo programmable shader architecture
fullForm Graphics Processing Unit NERFINISHED
hasType data center GPU
discrete GPU
external GPU
integrated GPU
mobile GPU
historicalOrigin fixed-function graphics pipeline
limitation less efficient for serial workloads
market consumer graphics
data center acceleration
embedded systems
professional visualization
memoryType GDDR5 NERFINISHED
GDDR6
GDDR6X
HBM
HBM2
HBM3
powerConsumption high for high-end discrete GPUs
primaryFunction accelerating parallel computations
rendering computer graphics
relatedConcept APU NERFINISHED
CPU
NPU
TPU NERFINISHED
requires cooling system
graphics driver
supports CUDA NERFINISHED
Direct3D NERFINISHED
DirectCompute NERFINISHED
Metal
OpenCL NERFINISHED
OpenGL NERFINISHED
Vulkan NERFINISHED
ray tracing extensions
tensor operations
usedFor 2D graphics rendering
3D graphics rendering
augmented reality rendering
computer vision
cryptocurrency mining
deep learning
gaming graphics
high performance computing
image processing
machine learning inference
machine learning training
ray tracing
scientific simulations
video decoding
video encoding
video playback acceleration
virtual reality rendering

How these facts were elicited

Referenced by (17)

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

TPU competesWith GPU
Microsoft Cognitive Toolkit supportsHardware GPU
this entity surface form: NVIDIA GPU
PlaidML supportsHardwareType GPU
this entity surface form: NVIDIA GPU
Druid technologyDomain GPU
ANE integratedWith GPU
subject surface form: Apple Neural Engine
Omniverse Audio2Face requires GPU
this entity surface form: NVIDIA GPU
cuBLAS optimizedFor GPU
this entity surface form: NVIDIA GPUs
cuDNN supportsHardware GPU
this entity surface form: NVIDIA GPU
cuRAND requires GPU
this entity surface form: NVIDIA GPU
NVIDIA Image Scaling requires GPU
this entity surface form: NVIDIA GPU
Tensor Cores requires GPU
this entity surface form: CUDA-capable NVIDIA GPU
NVIDIA OptiX requires GPU
this entity surface form: NVIDIA GPU
NVIDIA Studio operatesOn GPU
this entity surface form: NVIDIA GPU
Omniverse View requires GPU
this entity surface form: NVIDIA GPU
cuSPARSE targetPlatform GPU
this entity surface form: NVIDIA GPU
NVIDIA RAPIDS supportsHardware GPU
this entity surface form: NVIDIA GPU
NVIDIA AI Workflows integratesWith GPU
this entity surface form: NVIDIA GPUs