3 results about "Conventional technique" patented technology

This application belongs to the field of computer technology and provides a method for executing test tasks of artificial intelligence models, a task compilation method, a chip, a device, and a computer device. This application pre-compiles the task to be processed of the artificial intelligence model, so that it has multiple sub-tasks that achieve performance balance. Each sub-test task in the self-test task set is assigned to the corresponding sub-task of the task to be processed. During the execution of each sub-task by the NPU of the computer device running the target application related to artificial intelligence technology, the sub-test tasks assigned to that sub-task can be executed synchronously. This realizes the efficient utilization of NPU resources and the parallel execution of self-test function safety checks. Unlike conventional technologies, it is not necessary to execute all the sub-test tasks in the self-test task set after completing a complete inference task, thereby improving the effective computing power and resource utilization of the NPU.

The disclosure relates generally to methods and systems for automated personalized de-stressor recommendation based on stressor estimation. Conventional techniques for detecting the stress and the stressors are mostly manual and employ only some of the influencing parameters such as physiological parameters, behavioral parameters, and so on, thus leading to inaccurate detection of stressors. The present disclosure solves the technical problems in the art by detecting the stress using multi-model evaluation design including physiological changes, psychological changes, behavioral changes, environmental changes, and a bio-chemical indicator. Next, the stressors related to stress detection are identified using a large language model (LLM), which correlates with stress patterns to create a personalized model. Then, appropriate de-stressors are recommended using a recommendation lookup table.

Systems and methods described herein are configured to estimate nominal stress using finite element (FE) stress calculations, without hand calculations, specific mesh density requirements, or identifying specific geometric parameters such as plate thickness. The systems and methods described herein may be utilized to identify nominal stress in welded structures and components, and also in non-welded components that have stress raisers due to other causes. The systems and methods described herein also allow readily available FE stress results to be utilized in a consistent manner, as well as providing user feedback regarding the accuracy of the nominal stress approximations. Furthermore, the systems and methods described herein are generally faster and less error prone than conventional techniques, and are relatively insensitive to mesh density of the FE stress calculations.