Volta architecture

E790550

Volta architecture is NVIDIA’s GPU microarchitecture that debuted specialized Tensor Cores to accelerate deep learning and high-performance computing workloads.

All labels observed (1)

Label Occurrences
Volta architecture canonical 2

How this entity was disambiguated

Statements (48)

Predicate Object
instanceOf GPU microarchitecture ⓘ
architectureGeneration NVIDIA 7th-generation GPU architecture ⓘ
codename Volta ⓘ
designedFor deep learning workloads ⓘ
high-performance computing workloads ⓘ
developer NVIDIA ⓘ
linked to: NVIDIA Corporation
feature enhanced SM (Streaming Multiprocessor) design ⓘ
hardware-accelerated matrix multiply-accumulate ⓘ
improved instruction scheduling ⓘ
larger register file per SM ⓘ
unified L1 data cache and shared memory ⓘ
firstLaunchYear 2017 ⓘ
firstProduct NVIDIA Tesla V100 ⓘ
foundry TSMC ⓘ
introducedFeature Tensor Cores ⓘ
manufacturer NVIDIA ⓘ
linked to: NVIDIA Corporation
marketSegment enterprise ⓘ
professional ⓘ
memoryType HBM2 ⓘ
namedAfter Alessandro Volta ⓘ
notableGPU Quadro GV100 ⓘ
linked to: NVIDIA Quadro GV100

Tesla V100 ⓘ
linked to: NVIDIA Tesla V100

Titan V ⓘ
optimizationFor large-scale parallel workloads ⓘ
mixed-precision training ⓘ
predecessor Pascal architecture ⓘ
linked to: Pascal
processNode 12 nm FinFET ⓘ
successor Ampere architecture ⓘ
Turing architecture ⓘ
supports CUDA ⓘ
linked to: NVIDIA CUDA

CUDA Compute Capability 7.0 ⓘ
ECC memory ⓘ
FP16 compute ⓘ
FP32 compute ⓘ
FP64 compute ⓘ
HBM2 memory ⓘ
INT8 operations ⓘ
NVIDIA NVLink high-bandwidth interconnect ⓘ
NVLink 2.0 ⓘ
linked to: NVLink interconnect

Tensor Cores mixed-precision operations ⓘ
Unified Memory ⓘ
targetMarket AI training ⓘ
data center ⓘ
scientific computing ⓘ
useCase GPU-accelerated supercomputing ⓘ
HPC simulations ⓘ
deep learning inference ⓘ
neural network training ⓘ

How these facts were elicited

Referenced by (2)

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

Tensor Cores → introducedIn → Volta architecture ⓘ