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HardwareLadder
AI GPU ladder

NVIDIAAI GPU · SXM2

V100 SXM2

NVIDIA V100 SXM2 is a Volta data-center accelerator with 16 / 32 GB HBM2 and 0.897 TB/s of memory bandwidth.

Ladder rank
#21
AI index (H100 SXM = 100)
18.4
Series
Volta / Turing

Specifications

Dense throughput, no sparsity
Architecture Volta
Form factor SXM2
Process TSMC 12 nm
FP16 / BF16 tensor (dense) 125 TFLOPS FP16 only (no BF16 support)
FP8 tensor (dense) —
FP4 tensor (dense) —
Memory 16 / 32 GB HBM2
Memory bandwidth 0.897 TB/s
Power 300 W
Launch Jul 2017

AI index

Tensor × bandwidth

100 × √((125 ÷ 989.4) × (0.897 ÷ 3.35)) = 18.4

The AI index is the geometric mean of dense 16-bit tensor throughput and memory bandwidth, each relative to the H100 SXM. It is a spec-sheet comparison, not a measured benchmark.

Sources

2 references