The invention discloses a
cloud server physical GPU acceleration capability release method and
system, and belongs to the technical field of computer GPU capability release, and the method specifically comprises the steps: collecting GPU operation parameters in real time, carrying out the preprocessing, storing the GPU operation parameters in a shared state
database, constructing a lightweight
virtualization abstraction layer on a physical GPU, dividing the physical GPU into a plurality of logic units, and storing the logic units in a shared state
database; the method comprises the following steps: establishing a physical GPU, constructing an
isolation layer, utilizing a three-dimensional resource segmentation strategy, adopting a
priority queue, a jump mechanism and a
delay tolerance mechanism in a scheduling process, dynamically allocating logic unit resources of the physical GPU, accelerating release of GPU resources, and realizing unification and real-time updating of physical GPU state information among nodes of a
cloud server through a distributed state synchronization mechanism; through dynamic task scheduling, a
jumping mechanism, a
delay tolerance mechanism and distributed state synchronization, efficient GPU
resource management is realized, and GPU capability release is accelerated.