Expanded kernel generation
AssigneeGroq, Inc.
InventorsJonathan Alexander Ross, Thomas Hawkins, Gregory Michael Thorson, Matt Boyd
Life of this patent
Estimating the term…
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AssigneeGroq, Inc.
InventorsJonathan Alexander Ross, Thomas Hawkins, Gregory Michael Thorson, Matt Boyd
Estimating the term…
A method comprises receiving a kernel used to convolve with an input tensor. For a first dimension of the kernel, a square block of values for each single dimensional vector of the kernel that includes all rotations of that single dimensional vector is generated. For each additional dimension of the kernel, group blocks of an immediately preceding dimension into sets of blocks, each set of blocks including blocks of the immediately preceding dimension that are aligned along a vector that is parallel to the axis of the dimension; and generate, for the additional dimension, one or more blocks of values, each block including all rotations of blocks within each of the sets of blocks of the immediately preceding dimension. The block of values corresponding to the last dimension in the additional dimensions of the kernel is output as the expanded kernel.
A processor, comprising:
A method, comprising:
Dependencies are inferred from the claim text.