Patent ID: 11886435
Assignee: SNARK AI, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A system, comprising:
one or more processors coupled to a non-transitory memory, the one or more processors configured to:
maintain a plurality of samples of a multi-dimensional sample dataset, each of the plurality of samples comprising a plurality of tensors, the plurality of samples comprising:
a first sample comprising (i) a first tensor having a first value stored in a first column of the multi-dimensional sample dataset identified by a first column identifier, and (ii) a second tensor having a first plurality of values and stored in a second column of the multi-dimensional sample dataset identified by a second column identifier, and
a second sample comprising (i) a third tensor having a second value and stored in the first column, and (ii) a fourth tensor having a second plurality of values and stored in the second column;

identify a query for the multi-dimensional sample dataset, the query specifying aa group operation identifying the first column identifier, and (ii) a range of values to extract from tensors identified by the second column identifier
parse the query to extract the group operation and the range of values;
execute the query based on the group operation for the first column identifier to:
select the first sample for a first group and the second sample for a second group based on the first value being different from the second value,
extract, based on the range of values, a first subset of the first plurality of values of the second tensor for inclusion in the first group and a second subset of the second plurality of values of the fourth tensor for inclusion in the second group, and
generate a set of query results comprising a first identifier of the first group and a second identifier of the second group; and

provide, as output, the set of query results.