Easy Data Tiling Method for Software-Managed Memory Hierarchies
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Abstract:
Many-Core CPU preferring software-managed memory hierarchies than the Cache memory hierarchies owe to the area and power consumption. Software-Managed memory hierarchies need soft explicitly managed the data placement and data transfer. This paper proposes an easy data tiling method compilation techniques for these large memory objects such as large arrays base on the program loop characteristic and the scale of program data. This method is easy carry out in the compiler and has the equal efficient as the loop and data tiling method. The experimental results of several benchmarks show that this method can outperform the loop and data tiling method when this method may acquire additional data locality in the memory on chip.
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