Feature: Memory-Aligned Tensor Utilities

[ShlokVFX]

Add utilities for allocating and managing memory-aligned tensors to
improve memory access efficiency.

The utilities should integrate cleanly with existing kernels.

Planned Benchmarks

• Memory throughput
• Cache line utilization
• Alignment impact on kernels

Learning Objectives

• GPU memory alignment
• Cache behavior
• Tensor layout design