Tabular convolution and acceleration
AssigneeQUALCOMM Incorporated
InventorsJamie Menjay LIN, Shizhong Steve HAN, Fatih Murat PORIKLI
Life of this patent
Estimating the term…
Abstract
Certain aspects of the present disclosure provide techniques for performing tabular convolution, including performing a tabularization operation on input data to generate a tabularized representation of the input data and performing a convolution operation using the tabularized representation of the input data to generate a convolution output.
Claims30
A method, comprising:
- performing a tabularization operation on input data to generate a tabularized representation of the input data;
- and
- performing a convolution operation using the tabularized representation of the input data to generate a convolution output.
A processing system, comprising:
- a memory comprising computer-executable instructions;
- and
- one or more processors configured to execute the computer-executable instructions and cause the processing system to:
- perform a tabularization operation on input data to generate a tabularized representation of the input data;
- and
- perform a convolution operation using the tabularized representation of the input data to generate a convolution output.
A non-transitory computer-readable medium comprising computer-executable instructions that, when executed by one or more processors of a processing system, cause the processing system to perform a method, the method comprising:
- performing a tabularization operation on input data to generate a tabularized representation of the input data;
- and
- performing a convolution operation using the tabularized representation of the input data to generate a convolution output.
Dependencies are inferred from the claim text.