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Chip comparison

NVIDIA L40S vs Tesla HW4 (FSD Computer 2)

Side-by-side specs

Straight from each vendor's datasheet. Winner in bold: higher throughput, memory, or transistor count; lower power draw or price. Sparse (2:4) throughput roughly doubles the FP8/INT8 numbers shown.

FieldNVIDIA L40STesla HW4 (FSD Computer 2)
Process nodeTSMC 4NSamsung 7LPP
Transistors (B)76.3
TDP350 W90 W
Memory48 GB GDDR616 GB GDDR6
Memory bandwidth864 GB/s
FP16 (dense)362 TFLOPS
BF16 (dense)362 TFLOPS
FP8 (dense)733 TFLOPS
INT8 (dense)733 TOPS300 TOPS
Form factorPCIeAuto-board (dual-SoC)
Announced2023-08-082023-01-01
Released2023-02-01

Robots running NVIDIA L40S

No robots publicly running it yet.

Robots running Tesla HW4 (FSD Computer 2)

Data centers with NVIDIA L40S

No data centers publicly running it yet.

Data centers with Tesla HW4 (FSD Computer 2)

No data centers publicly running it yet.

Common questions

NVIDIA L40S vs Tesla HW4 (FSD Computer 2): which has more memory?

NVIDIA L40S carries more HBM (NVIDIA L40S: 48 GB GDDR6; Tesla HW4 (FSD Computer 2): 16 GB GDDR6). Memory capacity sets the largest model that fits on one chip without partitioning; memory bandwidth sets inference throughput.

NVIDIA L40S vs Tesla HW4 (FSD Computer 2): which is more widely used?

NVIDIA L40S: 0 robots and 0 data centers publicly running it. Tesla HW4 (FSD Computer 2): 3 robots and 0 data centers. Empty here means no operator has said publicly, not zero adoption in the market.

See also: every chip comparison · NVIDIA L40S full page · Tesla HW4 (FSD Computer 2) full page.