ResearchBenchmarksDevice Placement on ResNetDevice Placement on ResNetFollow0.0077Latency per GPUHSDAG0.007030.011280.015530.01978May 23, 2024Evaluation resultsMethodMethodLinksLatency per GPUExecution Time (s)Speedup (%)HSDAG2024.050.0077—52.1GPU-only2024.050.0078—51.2RNN-based2024.050.0088—45.3OpenVINOdevice=GPUdevice=GPU2024.050.0088—45.3Placeto2024.050.0093—41.8CPU-only2024.050.016—0OpenVINOdevice=CPUdevice=CPU2024.050.0234—-46.3HSDAG2024.05—1,047—Placeto2024.05—1,162—RNN-based2024.05—1,212—