Volta architecture
E790550
Volta architecture is NVIDIA’s GPU microarchitecture that debuted specialized Tensor Cores to accelerate deep learning and high-performance computing workloads.
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf | GPU microarchitecture ⓘ |
| architectureGeneration | NVIDIA 7th-generation GPU architecture ⓘ |
| codename | Volta NERFINISHED ⓘ |
| designedFor |
deep learning workloads
ⓘ
high-performance computing workloads ⓘ |
| developer | NVIDIA NERFINISHED ⓘ |
| 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 NERFINISHED ⓘ |
| foundry | TSMC NERFINISHED ⓘ |
| introducedFeature | Tensor Cores NERFINISHED ⓘ |
| manufacturer | NVIDIA NERFINISHED ⓘ |
| marketSegment |
enterprise
ⓘ
professional ⓘ |
| memoryType | HBM2 NERFINISHED ⓘ |
| namedAfter | Alessandro Volta NERFINISHED ⓘ |
| notableGPU |
Quadro GV100
NERFINISHED
ⓘ
Tesla V100 NERFINISHED ⓘ Titan V NERFINISHED ⓘ |
| optimizationFor |
large-scale parallel workloads
ⓘ
mixed-precision training ⓘ |
| predecessor | Pascal architecture NERFINISHED ⓘ |
| processNode | 12 nm FinFET ⓘ |
| successor |
Ampere architecture
NERFINISHED
ⓘ
Turing architecture NERFINISHED ⓘ |
| supports |
CUDA
NERFINISHED
ⓘ
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 NERFINISHED ⓘ 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 ⓘ |
Referenced by (1)
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