16-bit FP sub-word parallelism to facilitate compiler vectorization and improve performance of image and media processing

摘要

We consider the implementation of 16-bit floating point instructions on a Pentium 4 and a PowerPC G5 for image and media processing. By measuring the execution time of benchmarks with these new simulated instructions, we show that significant speed-up is obtained compared to 32-bit FP versions. For image processing, the speed-up both comes from doubling the number of operations per SIMD instruction and the better cache behavior with byte storage. For data stream processing with arrays of structures, the speed-up mainly comes from the wider SIMD instructions.