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US 2023/0409982 A1Published application
Artificial neural network emulation of hotspots
AssigneeAdvanced Micro Devices, Inc.
InventorNicholas Malaya
Life of this patent
Estimating the term…
Abstract
Methods, devices, and systems for emulating a compute kernel with an ANN. The compute kernel is executed on a processor, and it is determined whether the compute kernel is a hotspot kernel. If the compute kernel is a hotspot kernel, the compute kernel is emulated with an ANN, and the ANN is substituted for the compute kernel.
Claims20
A method for emulating a compute kernel with an artificial neural network (ANN), the method comprising:
- executing the compute kernel on a processor;
- and
- substituting an ANN for the compute kernel.
A computing device configured to emulate a compute kernel with an artificial neural network (ANN), the computing device comprising:
- a processor configured to execute the compute kernel;
- and
- the processor further configured to substitute an ANN for the compute kernel.
Dependencies are inferred from the claim text.