RealmOA Library

oa::ml::matrix::conv_transpose_1d

Apply bias-free one-dimensional transposed convolution to an NCL Matrix. weight uses [input_channels, output_channels, kernel] layout. The output length is (input_length - 1) * stride - 2 * padding + effective_kernel. Errors Returns an error unless both inputs are nonempty same-engine F32 matrices, channel geometry agrees, stride and dilation are nonzero, the output extent is positive and fits the shader ABI, or runtime recording fails.

FnRust public API

Function Documentation

pub fn conv_transpose_1d( input: &Matrix, weight: &Matrix, stride: usize, padding: usize, dilation: usize ) -> Result<Matrix>
Apply bias-free one-dimensional transposed convolution to an NCL Matrix. weight uses [input_channels, output_channels, kernel] layout. The output length is (input_length - 1) * stride - 2 * padding + effective_kernel. Errors Returns an error unless both inputs are nonempty same-engine F32 matrices, channel geometry agrees, stride and dilation are nonzero, the output extent is positive and fits the shader ABI, or runtime recording fails.