Operator: SigmoidSquared-Affine-Gate (Fused CUDA Kernel)

Definition
- z = x * scale + bias
- m = sigmoid(z)^2
- g = sigmoid(alpha * m + beta)
- y = x * g

Goal
- Fuse power of logistic feature; target ≥1.30x speedup.
