DEPLOYDatabase

Chip comparison

Cambricon MLU370-X8 vs Huawei Ascend 910B

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-X8Huawei Ascend 910B
Process nodeTSMC N7SMIC N+2 (~7nm)
TDP250 W400 W
Memory48 GB LPDDR564 GB HBM2e
Memory bandwidth1,600 GB/s
FP16 (dense)96 TFLOPS400 TFLOPS
BF16 (dense)400 TFLOPS
INT8 (dense)256 TOPS800 TOPS
Form factorPCIeOAM (Atlas 300T A2)
Announced2022-03-252023-08-01
Released2023-08-01

Robots running Cambricon MLU370-X8

No robots publicly running it yet.

Robots running Huawei Ascend 910B

Data centers with Cambricon MLU370-X8

No data centers publicly running it yet.

Data centers with Huawei Ascend 910B

Common questions

Cambricon MLU370-X8 vs Huawei Ascend 910B: which is faster for training?

Huawei Ascend 910B has 4.17x the dense FP16/BF16 throughput of the other (Cambricon MLU370-X8: 96 TFLOPS; Huawei Ascend 910B: 400 TFLOPS). Real-world training speed also depends on memory bandwidth, interconnect, and software stack: see the spec diff for those inputs.

Cambricon MLU370-X8 vs Huawei Ascend 910B: which has more memory?

Huawei Ascend 910B carries more HBM (Cambricon MLU370-X8: 48 GB LPDDR5; Huawei Ascend 910B: 64 GB HBM2e). Memory capacity sets the largest model that fits on one chip without partitioning; memory bandwidth sets inference throughput.

Cambricon MLU370-X8 vs Huawei Ascend 910B: which is more power-efficient?

Dense FP16/BF16 TFLOPS per watt: Cambricon MLU370-X8 0.38 (96 ÷ 250 W); Huawei Ascend 910B 1.00 (400 ÷ 400 W). Huawei Ascend 910B wins at the die level; system-level efficiency also depends on cooling and interconnect.

Cambricon MLU370-X8 vs Huawei Ascend 910B: which is more widely used?

Cambricon MLU370-X8: 0 robots and 0 data centers publicly running it. Huawei Ascend 910B: 2 robots and 1 data center. Empty here means no operator has said publicly, not zero adoption in the market.

See also: every chip comparison · Cambricon MLU370-X8 full page · Huawei Ascend 910B full page.