Abstract:
A resource allocation method and apparatus utilize the GPU resource efficiently by sorting the tasks using General Purpose GPU (GPGPU) into operations and combining the same operations into a request. The resource allocation method of a Graphic Processing Unit (GPU) according to the present disclosure includes receiving a task including at least one operation; storing the at least one operation in unit of request; merging data of same operations per request; and allocating GPU resource according to an execution order the request.
Abstract:
A resource allocation method and apparatus utilize the GPU resource efficiently by sorting the tasks using General Purpose GPU (GPGPU) into operations and combining the same operations into a request. The resource allocation method of a Graphic Processing Unit (GPU) according to the present disclosure includes receiving a task including at least one operation; storing the at least one operation in unit of request; merging data of same operations per request; and allocating GPU resource according to an execution order the request.
Abstract:
A method of processing data using a Graphic Processing Unit (GPU) is provided. The method includes obtaining operand data and operator information to be applied to the operand data, partitioning the operand data by a channel element size unit of a texel of the GPU, transmitting an instruction which controls the GPU to return an operation result by performing an operation for the partitioned data and transmitting the partitioned data, and obtaining an operation result value from the GPU.