The invention discloses a high-performance CPU-GPU (
Central Processing Unit-
Graphics Processing Unit) cooperative
processing architecture of an
audio frequency integrated
signal processor, belonging to the technical field of
audio frequency integrated
signal processing, the architecture is based on a
dynamic priority scheduling model and realizes efficient
collaboration of a CPU and a GPU through hierarchical
resource management and protocol level optimization, a hardware layer adopts a multi-
GPU cluster and a distributed storage node, and the CPU-GPU cooperative
processing architecture has the advantages that the multi-
GPU cluster and the distributed storage node are integrated; high-
concurrency task processing is supported; the transmission layer fuses
RapidIO and an
Ethernet protocol, and adapts to a short frame
control signal and a long packet
data stream respectively; and the
application layer calculates task resource demands through dynamic priority weights, and ensures low time
delay of key tasks in combination with a normalized
allocation algorithm. According to the architecture, in an
audio signal processing scene, the task scheduling efficiency is improved by 40%, the short frame
transmission delay is as low as 0.5, the
throughput of a long
data stream reaches 100 Gbps, and the requirements for real-time performance and calculation precision in a complex acoustic environment can be met.