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Chip comparison

Cambricon MLU370-X8 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.

FieldCambricon MLU370-X8Tesla HW4 (FSD Computer 2)
Process nodeTSMC N7Samsung 7LPP
TDP250 W90 W
Memory48 GB LPDDR516 GB GDDR6
FP16 (dense)96 TFLOPS
INT8 (dense)256 TOPS300 TOPS
Form factorPCIeAuto-board (dual-SoC)
Announced2022-03-252023-01-01
Released2023-02-01

Robots running Cambricon MLU370-X8

No robots publicly running it yet.

Robots running Tesla HW4 (FSD Computer 2)

Data centers with Cambricon MLU370-X8

No data centers publicly running it yet.

Data centers with Tesla HW4 (FSD Computer 2)

No data centers publicly running it yet.

Common questions

Cambricon MLU370-X8 vs Tesla HW4 (FSD Computer 2): which has more memory?

Cambricon MLU370-X8 carries more HBM (Cambricon MLU370-X8: 48 GB LPDDR5; 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.

Cambricon MLU370-X8 vs Tesla HW4 (FSD Computer 2): which is more widely used?

Cambricon MLU370-X8: 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 · Cambricon MLU370-X8 full page · Tesla HW4 (FSD Computer 2) full page.