Image Classification on CIFAR10 (Arithmetic Operations Count)
1,071,000Additional Arithmetic OperationsProposed Protection
Evaluation Results
| Method | Links | |
|---|---|---|
| Proposed ProtectionModel=AlexNet, Number of faults=12024.07 | 1,071,000 | |
| Static ProtectionModel=AlexNet, Number of faults=12024.07 | 1,114,000 | |
| Proposed ProtectionModel=AlexNet, Number of faults=52024.07 | 1,615,000 | |
| Proposed ProtectionModel=AlexNet, Number of faults=102024.07 | 1,914,000 | |
| Proposed ProtectionModel=AlexNet, Number of faults=152024.07 | 2,140,000 | |
| Proposed ProtectionModel=AlexNet, Number of faults=202024.07 | 2,357,000 | |
| Static ProtectionModel=AlexNet, Number of faults=52024.07 | 3,270,000 | |
| Uniform ProtectionModel=AlexNet, Number of faults=12024.07 | 3,772,000 | |
| Static ProtectionModel=AlexNet, Number of faults=102024.07 | 3,904,000 | |
| Uniform ProtectionModel=AlexNet, Number of faults=52024.07 | 3,931,000 | |
| Uniform ProtectionModel=AlexNet, Number of faults=102024.07 | 4,131,000 | |
| Static ProtectionModel=AlexNet, Number of faults=152024.07 | 4,145,000 | |
| Uniform ProtectionModel=AlexNet, Number of faults=152024.07 | 4,330,000 | |
| Static ProtectionModel=AlexNet, Number of faults=202024.07 | 4,360,000 | |
| Uniform ProtectionModel=AlexNet, Number of faults=202024.07 | 4,529,000 |