Method and apparatus for parallel processing of information

An apparatus for parallel processing of information, comprising:

• at least one processor;
• and
• a memory storing instructions, the instructions when executed by the at least one processor, causing the at least one processor to perform operations, the operations comprising:
• detecting whether a source node in a graph structure processed by a graph neural network sends information to a target node;
• generating and recording, in response to detecting that the source node sends the information to the target node, a target information sequence and an index for the target information sequence, target information being determined based on a characteristic of the source node, a characteristic of the target node, and the information sent by the source node, and the index being used to group the target information sequence;
• using the index to group the target information sequence;
• and
• processing groups of target information in parallel.

A non-transitory computer readable medium, storing a computer program thereon, the program, when executed by a processor, causing the processor to perform operations, the operations comprising:

• detecting whether a source node in a graph structure processed by a graph neural network sends information to a target node;
• generating and recording, in response to detecting that the source node sends the information to the target node, a target information sequence and an index for the target information sequence, target information being determined based on a characteristic of the source node, a characteristic of the target node, and the information sent by the source node, and the index being used to group the target information sequence;
• using the index to group the target information sequence;
• and
• processing groups of target information in parallel.