Human Sensing on HHAR (Latency/Memory Profiling)
625.5Watch Latency (ms)XTransfer
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| XTransferType=Single, FLOPs=1.51G, Params=0.75M2025.06 | 625.5 | 125.5 | 274.18 | 246.62 | 26.86 | 179.5 | |
| XTransferType=Multi, FLOPs=1.46G, Params=2.16M2025.06 | 634.5 | 140 | 249.26 | 247.83 | 28.34 | 209 | |
| ResNet18FLOPs=3.67G, Params=11.18M2025.06 | 1,060 | 189 | 703.52 | 303.75 | 89.8 | 311 | |
| Multi-ResNet18FLOPs=14.68G, Params=55.9M2025.06 | 5,816 | 356 | 4,242.27 | 482.26 | 454.44 | 436 |