The invention relates to the technical field of computers, and discloses a vehicle-mounted
system process control method, device and equipment based on
large model decision, and the method comprises the steps: obtaining an
original data flow of a vehicle multi-mode sensor; analyzing the
original data stream to generate a standardized
feature vector; outputting a scene
label corresponding to the current vehicle by analyzing the
feature vector; dividing the to-be-started application process into different grades according to a preset scene grading mapping table; allocating corresponding hardware resources to different levels of application processes, and dynamically adjusting an allocation scheme of the hardware resources of the vehicle-mounted
system; according to the adjusted
resource allocation scheme, the application processes of the corresponding levels are started in sequence; and when it is detected that the
feature vector has a change exceeding a preset threshold, re-outputting the scene
label, and synchronously updating the application process grading and
resource allocation scheme according to the re-output scene
label. Therefore, quick starting of the application process, reasonable distribution of
system resources and optimization of user experience are realized.