Systems and methods for processing of catalog items with a plurality of models

A method being implemented via execution of computing instructions configured to run at a plurality of processors and stored at one or more non-transitory computer-readable media, the method comprising:

• receiving item data for each item of a plurality of items from a catalog comprising a set of items;
• assigning a task for evaluation of the item data for each item of the plurality of items, wherein each task for evaluation of the item data specifies respective evaluation criteria;
• storing a plurality of task jobs to a task queue, wherein the plurality of task jobs comprises task data, and wherein the task data comprise the item data and the tasks for evaluation of the item data;
• repeatedly setting, in real time, a respective processor of a plurality of respective processors to perform a respective evaluation model from among a plurality of evaluation models;
• processing the plurality of task jobs stored to the task queue, by:
• determining, in real time, whether a first evaluation model of the plurality of evaluation models set to be performed on a first processor of the plurality of respective processors is capable of meeting first evaluation criteria of first task data for a first task job of the plurality of task jobs in the task queue, wherein the respective evaluation criteria comprise the first evaluation criteria, and wherein the task data comprise the first task data;
• when it is determined, in real time, that the first evaluation model set to be performed on the first processor is capable of meeting the first evaluation criteria of the first task data for the first task job in the task queue, performing, in real time:
• receiving the first task data at the first processor, wherein the first task data comprise first item data and a first task for evaluation of a second item data;
• performing, on the first processor, the first evaluation model on the first task data;
• and
• outputting first first-evaluation-model output in accordance with the first evaluation criteria for the first task job;
• when it is determined, in real time, that a first output job is compatible with a first post-processing evaluation set to be performed on a first processor of a second plurality of processors, performing, in real time:
• receiving the first output job at the first processor of the second plurality of processors;
• performing, on the first processor of the second plurality of processors, the first post-processing evaluation of the first output job;
• and
• outputting first first-post-processing data for the first output job;
• transmitting (i) first first-evaluation-model-output instructions to a user interface to provide first first-evaluation-model-output information to a user in relation to the first first-evaluation-model output, and (ii) first first-post-processing-data instructions to update the user interface to provide first first-post-processing-data information to the user in relation to the first post-processing evaluation of the first output job;
• and
• repeatedly updating, in real time, (a) the task queue according to (i) a progress of processing the plurality of task jobs by the plurality of evaluation models on the plurality of respective processors, and (ii) an addition of any subsequently received task jobs to the task queue for evaluation of subsequently received item data corresponding to subsequently received items, and (b) an output job queue according to (i) a progress of processing a plurality of post-processing evaluations on the second plurality of processors, and (ii) an addition of any subsequently received output jobs to a task output job queue set to be performed on the second plurality of processors.