ResearchBenchmarksHardware Efficiency Profiling on CIFAR-100 (test)Hardware Efficiency Profiling on CIFAR-100 (test)Follow0.34Latency (ms)ImageHD-0.32484.16268.6513.1374Apr 23, 2026Evaluation resultsMethodMethodLinksLatency (ms)Throughput (samples/s)Power (W)Energy Efficiency ScoreImageHDDevice=FPGA, Batch Size=1Device=FPGA, Batch Size=12026.040.342,965.773.61.21GPUDevice=GPU, Batch Size=1Device=GPU, Batch Size=12026.041.02980.397778.54CPUDevice=CPU, Batch Size=1Device=CPU, Batch Size=12026.049.1109.8935318.5JetsonDevice=Jetson AGX Orin...Device=Jetson AGX Orin, Batch Size=12026.0416.9658.965.2989.7