Hardware Efficiency for Anomaly Detection Workloads on NVIDIA Tesla V100S
14Parameters (M)DRA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DRAHardware=NVIDIA Tesla V100S, Runs=Average of 5 runs2024.08 | 14 | — | — | 35.9 | — | |
| SegDecNetHardware=NVIDIA Tesla V100S, Runs=Average of 5 runs2024.08 | 15 | — | — | 42.4 | — | |
| EfficientADHardware=NVIDIA Tesla V100S, Runs=Average of 5 runs2024.08 | 21 | — | — | 235.4 | — | |
| SuperSimpleNetHardware=NVIDIA Tesla V100S, Runs=Average of 5 runs2024.08 | 34 | — | — | 56.3 | — | |
| BGADHardware=NVIDIA Tesla V100S, Runs=Average of 5 runs2024.08 | 39 | — | — | 14.7 | — | |
| DSRHardware=NVIDIA Tesla V100S, Runs=Average of 5 runs2024.08 | 40 | — | — | 266.5 | — | |
| SimpleNetHardware=NVIDIA Tesla V100S, Runs=Average of 5 runs2024.08 | 73 | — | — | 37.8 | — | |
| PRNHardware=NVIDIA Tesla V100S, Runs=Average of 5 runs2024.08 | 88 | — | — | 76.9 | — | |
| FastFlowHardware=NVIDIA Tesla V100S, Runs=Average of 5 runs2024.08 | 92 | — | — | 85.3 | — | |
| DRÆMHardware=NVIDIA Tesla V100S, Runs=Average of 5 runs2024.08 | 97 | — | — | 395.9 | — | |
| PatchCoreHardware=NVIDIA Tesla V100S, Runs=Average of 5 runs2024.08 | 128 | — | — | 53.7 | — | |
| ASTHardware=NVIDIA Tesla V100S, Runs=Average of 5 runs2024.08 | 145 | — | — | 20.9 | — |