ATen sum is Stride-Dependent, but torch.topk Equals Stable Sort

We discovered that PyTorch's ATen sum dispatch varies by tensor width in memory — not just the values being summed — while torch.topk is bit-exactly equivalent to stable descending sort, enabling 33x faster batched top-k via -inf padding.