DEPLOYDatabase

Chip comparison

AMD Instinct MI250X 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.

FieldAMD Instinct MI250XHuawei Ascend 910B
Process nodeTSMC N6SMIC N+2 (~7nm)
TDP560 W400 W
Memory128 GB HBM2e64 GB HBM2e
Memory bandwidth3,200 GB/s1,600 GB/s
FP16 (dense)383 TFLOPS400 TFLOPS
BF16 (dense)383 TFLOPS400 TFLOPS
INT8 (dense)383 TOPS800 TOPS
Form factorOAMOAM (Atlas 300T A2)
Announced2021-11-082023-08-01
Released2022-06-012023-08-01

Robots running AMD Instinct MI250X

No robots publicly running it yet.

Robots running Huawei Ascend 910B

Data centers with AMD Instinct MI250X

No data centers publicly running it yet.

Data centers with Huawei Ascend 910B

Common questions

AMD Instinct MI250X vs Huawei Ascend 910B: which is faster for training?

Huawei Ascend 910B has 1.04x the dense FP16/BF16 throughput of the other (AMD Instinct MI250X: 383 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.

AMD Instinct MI250X vs Huawei Ascend 910B: which has more memory?

AMD Instinct MI250X carries more HBM (AMD Instinct MI250X: 128 GB HBM2e; Huawei Ascend 910B: 64 GB HBM2e). Memory capacity sets the largest model that fits on one chip without partitioning; memory bandwidth sets inference throughput.

AMD Instinct MI250X vs Huawei Ascend 910B: which is more power-efficient?

Dense FP16/BF16 TFLOPS per watt: AMD Instinct MI250X 0.68 (383 ÷ 560 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.

AMD Instinct MI250X vs Huawei Ascend 910B: which is more widely used?

AMD Instinct MI250X: 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 · AMD Instinct MI250X full page · Huawei Ascend 910B full page.