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## Summary - Project Versioning: Sets the starting project version to 0.1.0. - Code Shortcuts (Macros): Creates clean shorthand terms for CUDA keywords (like wrapping __device__ into QX_DEVICE) to make writing GPU kernels cleaner. - Math & Memory Utilities: Adds fast math helpers for aligning memory, rounding numbers, and calculating power-of-two boundaries quickly. - Memory Optimization: Forces a 128-byte memory alignment to ensure the GPU can read data as fast as possible (coalesced memory access). - Automatic Error Checking: Introduces safety wrappers (CUDA_CHECK, CUBLAS_CHECK, NCCL_CHECK) that instantly watch for crashes or failures in Nvidia's core hardware and math libraries, making debugging much easier.
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Summary
Project Versioning: Sets the starting project version to 0.1.0.
Code Shortcuts (Macros): Creates clean shorthand terms for CUDA keywords (like wrapping device into QX_DEVICE) to make writing GPU kernels cleaner.
Math & Memory Utilities: Adds fast math helpers for aligning memory, rounding numbers, and calculating power-of-two boundaries quickly.
Memory Optimization: Forces a 128-byte memory alignment to ensure the GPU can read data as fast as possible (coalesced memory access).
Automatic Error Checking: Introduces safety wrappers (CUDA_CHECK, CUBLAS_CHECK, NCCL_CHECK) that instantly watch for crashes or failures in Nvidia's core hardware and math libraries, making debugging much easier.