// Workbook-local CUDA sketch for online softmax.
//
// TODO(student):
// 1. Choose how one block owns one row or row tile.
// 2. Keep running_max and running_sum across column tiles.
// 3. Update the recurrence carefully for numerical stability.
// 4. Normalize the final row.