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+ | ====== LEAP Memory Compiler: Automatic Synthesis of Resource-Aware Memory Hierarchies ====== | ||
+ | Tuesday November 22nd, 2016\\ | ||
+ | Location: Panther Hollow Conference Room, CIC - 4th Floor\\ | ||
+ | Time: 16:30PM\\ | ||
+ | |||
+ | |||
+ | **[[http://people.csail.mit.edu/kfleming/ | Kermin Fleming (Intel)]]**\\ | ||
+ | |||
+ | =====Abstract===== | ||
+ | |||
+ | As FPGAs have grown in size and capacity, FPGA memory systems have become | ||
+ | both richer and more diverse in order to support the increased computational | ||
+ | capacity of FPGA fabrics. Gone are the days of a building BRAM caches | ||
+ | backed by a single DRAM: modern FPGA systems feature multiple off-chip | ||
+ | memory resources, often with asymmetric characteristics, and new fabric | ||
+ | resources like eSRAMs. Using complex FPGA memory resources, and using them | ||
+ | well, has become commensurately more difficult, especially in the context of | ||
+ | legacy designs ported from smaller, simpler FPGA systems. This growing | ||
+ | complexity necessitates the resource-aware compilers that can make good use | ||
+ | of memory resources on behalf of the programmer. In this work, we introduce | ||
+ | the LEAP memory compiler, which can synthesize application-optimized cache | ||
+ | networks for systems with multiple memory resources, enabling user programs | ||
+ | to automatically take advantage of the expanded memory capabilities of | ||
+ | modern FPGA systems. In our experiments, the optimized cache network | ||
+ | achieves up to 46% performance gain for throughput-oriented applications and | ||
+ | 15% performance gain for latency-oriented applications, while increasing | ||
+ | design area by less than 5%. | ||
+ | |||
+ | This work is joint with Hsin-jung Yang and Michael Adler. | ||
+ | |||
+ | =====Bio===== | ||
+ | Kermin Fleming (BS, BS, MS, 2006) obtained his Ph. D. in EECS from MIT in | ||
+ | 2012, with a focus on network synthesis in FPGA systems. He now works are | ||
+ | Intel, where he researches reconfigurable architectures and software | ||
+ | systems. | ||
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+ | \\ | ||
+ | \\ | ||
+ | **[[seminars| Back to the seminar page]]** |