 Conv2d in the PyTorch documentation

Pinned PyTorch 2.15 primary API documentation. Opening equation uses valid two-dimensional cross-correlation; Parameters defines stride, padding and channel counts; Shape gives spatial output dimensions; Variables gives weight/bias shapes and group-dependent connectivity. The wiki uses real-valued, groups=1, undilated examples; no package execution is claimed.