RealmOA Library

oa::ml::matrix::conv_1d

Apply one-dimensional convolution to an NCL Matrix through im2col and GEMM. weight uses [output_channels, input_channels, kernel] layout and bias uses [output_channels]. Dilation applies within each kernel window. Errors Returns an error unless all inputs are nonempty same-engine F32 matrices, shapes agree, stride and dilation are nonzero, the effective kernel fits the padded input, every extent fits the shader ABI, or recording fails.

FnRust public API

Function Documentation

pub fn conv_1d( input: &Matrix, weight: &Matrix, bias: &Matrix, stride: usize, padding: usize, dilation: usize ) -> Result<Matrix>
Apply one-dimensional convolution to an NCL Matrix through im2col and GEMM. weight uses [output_channels, input_channels, kernel] layout and bias uses [output_channels]. Dilation applies within each kernel window. Errors Returns an error unless all inputs are nonempty same-engine F32 matrices, shapes agree, stride and dilation are nonzero, the effective kernel fits the padded input, every extent fits the shader ABI, or recording fails.