Task execution method for large model, device, and medium

An electronic device, comprising:

• at least one processor;
• and
• a memory communicatively connected to the at least one processor, wherein the memory stores instructions executable by the at least one processor, and the instructions, when executed by the at least one processor, are configured to cause the at least one processor to:
• execute a modality routing task by using a target computing unit based on a target feature to be processed to obtain a modality recognition result;
• execute a field routing task by using the target computing unit based on the target feature to be processed and a target field gating model parameter to obtain a field recognition result, wherein the target field gating model parameter corresponds to the modality recognition result and is read from a target storage unit;
• and
• execute a feedforward task by using the target computing unit based on the target feature to be processed and a target feedforward task model parameter to obtain a task execution result, wherein the target feedforward task model parameter corresponds to the field recognition result and is read from the target storage unit.

A non-transitory computer-readable storage medium having computer instructions therein, wherein the computer instructions are configured to cause a computer to:

• execute a modality routing task by using a target computing unit based on a target feature to be processed to obtain a modality recognition result;
• execute a field routing task by using the target computing unit based on the target feature to be processed and a target field gating model parameter to obtain a field recognition result, wherein the target field gating model parameter corresponds to the modality recognition result and is read from a target storage unit;
• and
• execute a feedforward task by using the target computing unit based on the target feature to be processed and a target feedforward task model parameter to obtain a task execution result, wherein the target feedforward task model parameter corresponds to the field recognition result and is read from the target storage unit.