Before revision:  In this paper, we present NTP (Neural Net Topology Profiler), a sophisticated benchmarking framework, to effectively identify memory and compute signature of an end-to-end topology on multiple hardware architectures, without the need to actually implement the topology in a framework . NTP is tightly integrated with hardware specific benchmark tools to enable exhaustive data collection and analysis.
After revision:  In this paper, we present NTP (Neural Net Topology Profiler), a sophisticated benchmarking framework, to effectively identify memory and compute signature of an end-to-end topology on multiple hardware architectures, without the need to actually implement the topology in a framework . NTP is tightly integrated with hardware specific benchmarking tools to enable exhaustive data collection and analysis.