Implementation of a Reverse Time Migration kernel using the HCE High Level Synthesis tool

Abstract

Reconfigurable computers have started to appear in the HPC landscape, albeit at a slow pace. Adoption is still being hindered by the design methodologies and slow implementation cycles. Recently, methodologies based on High Level Synthesis (HLS) have begun to flourish and the reconfigurable supercomputing community is slowly adopting these techniques. In this paper we took a geophysics application and implemented it on FPGA using a HLS tool called HCE. The application, Reverse Time Migration, is an important code for subsalt imaging. It is also a highly demanding code both in computationally as in its memory requirements. The complexity of this code makes it challenging to implement it using a HLS methodology instead of HDL. We study the achieved performance and compare it with hand-written HDL and also with software based execution. The resulting design, when implemented on the Altera Stratix IV EP4SGX230 and EP4SGX530 devices achieves 11.2 and 22 GFLOPS respectively. On these devices, the design was capable of achieving up to 4.2× and 7.9× improvement, respectively, over a general purpose processor core (Intel i7).