oa::FnMatrix::conv1dGemm

conv1dGemm: 1-D convolution executed as im2col + a single matmul. inX [N, inC, L], inWeight [outC, inC, K], inBias [outC] -> [N, outC, outL]

FnC++ public headers

Function Documentation

Matrix oa::FnMatrix::conv1dGemm(
	const Matrix & inX,
	const Matrix & inWeight,
	const Matrix & inBias,
	oa::I32 inStride = 1,
	oa::I32 inPadding = 0,
	oa::I32 inDilation = 1
)

conv1dGemm: 1-D convolution executed as im2col + a single matmul. inX [N, inC, L], inWeight [outC, inC, K], inBias [outC] -> [N, outC, outL]

Parameters

inX

const Matrix &

—

inWeight

const Matrix &

—

inBias

const Matrix &

—

inStride

oa::I32

Default: 1

inPadding

oa::I32

Default: 0

inDilation

oa::I32

Default: 1

Returns

Matrix

The declared return value.