Deep Dive into QNNPACK and the Indirect Convolution Algorithm
Background: Traditional Convolution Computation While a simple 1x1 convolution can be directly mapped to matrix-matrix multiplication, more complex convolutions involving larger kernels, padding, or striding require a different approach. The standard method combines the Im2Col algorithm with GEMM (G...