Model deployment method, model deployment device and terminal equipment

A terminal equipment comprising a memory, a processor and computer programs stored in the memory and performed by the processor to implement steps of a model deployment method, the model deployment method comprising:

• dividing a preset to-be-deployed model into at least two to-be-deployed modules, according to property information respectively corresponding to at least two layers of the preset to-be-deployed model;
• generating a deployment file according to each of the at least two to-be-deployed modules, wherein the deployment file comprises deployment information configured for deploying each of the at least two to-be-deployed modules;
• sending the deployment file to a specified chip to indicate the specified chip to deploy the to-be-deployed model according to the deployment file;
• after sending the deployment file to the specified chip, the method further comprising:
• if receiving target feedback information returned by the specified chip, transmitting preset test data to the specified chip, and then indicate the specified chip to process the test data via the to-be-deployed model that has completed by deployment, according to the target feedback information;
• wherein the target feedback information is configured to indicate that the to-be-deployed model has been deployed in the specified chip;
• and
• if obtaining processing results for the test data returned by the specified chip, determining deployment accuracy that the to-be-deployed model has been deployed in the specified chip according to the processing results;
• wherein the deployment accuracy is configured to indicate that an accuracy difference that the to-be-deployed model has been deployed in the specified chip is relative to an original model corresponding to the to-be-deployed model in a preset model framework.