公开(公告)号：US20210232944A1

公开(公告)日：2021-07-29

申请号：US16776313

申请日：2020-01-29

申请人： Walmart Apollo, LLC

发明人： Theban Stanley ,  Samrat Kokkula ,  Poornima Candoth ,  Chhavi Yadav ,  Qian Li

IPC分类号： G06N5/04 ,  G06Q30/06 ,  G06N20/00

摘要： Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform receiving item data for items from a catalog, assigning a task for evaluation of the item data, storing a plurality of task jobs to a task queue, repeatedly setting, in real time, a respective processor to perform a respective evaluation model, processing the plurality of task jobs stored to the task queue by determining, in real time, whether a first evaluation model set to be performed on a first processor is capable of meeting the first evaluation criteria of the first task data, performing, on the first processor, the first evaluation model on the first task data, and transmitting first first-evaluation-model-output instructions, and repeatedly updating, in real time, the task queue. Other embodiments are disclosed herein.

公开(公告)号：US11531571B2

公开(公告)日：2022-12-20

申请号：US16776313

申请日：2020-01-29

申请人： Walmart Apollo, LLC

发明人： Theban Stanley ,  Samrat Kokkula ,  Poornima Candoth ,  Chhavi Yadav ,  Qian Li

IPC分类号： G06F9/50 ,  G06F9/48 ,  G06N20/00

摘要： Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform receiving item data for items from a catalog, assigning a task for evaluation of the item data, storing a plurality of task jobs to a task queue, repeatedly setting, in real time, a respective processor to perform a respective evaluation model, processing the plurality of task jobs stored to the task queue by determining, in real time, whether a first evaluation model set to be performed on a first processor is capable of meeting the first evaluation criteria of the first task data, performing, on the first processor, the first evaluation model on the first task data, and transmitting first first-evaluation-model-output instructions, and repeatedly updating, in real time, the task queue. Other embodiments are disclosed herein.

公开(公告)号：US20230004836A1

公开(公告)日：2023-01-05

申请号：US17527426

申请日：2021-11-16

申请人： Walmart Apollo, LLC

发明人： Eren Atmaca ,  Samrat Kokkula ,  Theban Solomon Stanley ,  Quoc Tan Tran ,  Alessandro Magnani ,  Chhavi Yadav ,  Abon Chaudhuri

IPC分类号： G06N5/04

摘要： Some embodiments include systems and methods for recall estimation. An exemplary method comprises determining reservoir sampling and size of labeling from each strata; determining recall and variance for each strata; determining sum of sample size for a time period; and determining reservoir sampling for each strata and label the sample items. Other embodiments are described.