Execution Time Modeling on Profiling dataset Galaxy Nexus Convolutional layer 25% (test)
4.1MAPEFastDeepIoT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FastDeepIoTHardware=Galaxy Nexus, Layer Type=Convolutional layer, Input Features=Explanatory variable vector x2018.09 | 4.1 | 26.8 | 0.999 | |
| DNNHardware=Galaxy Nexus, Layer Type=Convolutional layer, Input Features=Explanatory variable vector x2018.09 | 14.5 | 110.1 | 0.983 | |
| GBRTHardware=Galaxy Nexus, Layer Type=Convolutional layer, Input Features=Explanatory variable vector x2018.09 | 15.2 | 114.6 | 0.982 | |
| RFHardware=Galaxy Nexus, Layer Type=Convolutional layer, Input Features=Explanatory variable vector x2018.09 | 23 | 123.7 | 0.98 | |
| DTHardware=Galaxy Nexus, Layer Type=Convolutional layer, Input Features=Explanatory variable vector x2018.09 | 33.1 | 162.9 | 0.969 | |
| SVRHardware=Galaxy Nexus, Layer Type=Convolutional layer, Input Features=Explanatory variable vector x2018.09 | 164.3 | 878.7 | -0.246 |