Huawei's Kirin 9050Pro uses logic folding to cut NPU power 66%, run 30B MoE on-device

APPSO · wechat · 2026-09-07

Huawei launched the Kirin 9050Pro alongside the MateXT2 tri-fold phone — its first new flagship Kirin chip in six years, built on a 'logic folding' architecture that vertically stacks logic units to shorten data paths. Specs: 24%/52% single/multi-core CPU gains, 142% rendering boost, and an NPU running a 30B-parameter (2B active) on-device MoE multimodal model. Per He Tingbo's paper, transistor density rose 55% to 238M/mm², NPU power dropped 66% (73% power density at same 29 TOPS via 0.85V→0.55V), GPU 58%, CPU cores 41%, with some critical paths up to 70% shorter.

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