GPU-based user container processing method, apparatus and device, and medium

The embodiment of the invention provides a user container processing method and device based on a GPU, equipment and a medium, and relates to the field of data processing, and the method comprises the steps that firstly, according to a to-be-executed task needing to use the GPU, the GPU is allocated to a security container in a direct connection mode; and then, according to the to-be-executed task, creating a GPU node corresponding to the GPU in the security container, and mounting the GPU node and the GPU user state driving library to a target user container corresponding to the to-be-executed task. And finally, executing the to-be-executed task in the target user container through the GPU node and the GPU user state driving library mounted in the target user container, and generating an execution result. Wherein the security container is used for running the user container, and the security container runs on a host machine corresponding to the GPU. According to the technical scheme, the efficiency and accur