Execution Time Prediction on FastDeepIoT Profiling Dataset (test)
2.9MAPEFastDeepIoT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FastDeepIoTHardware=Galaxy Nexus, Neural Layer=Long short term memory (LSTM), Input Features=Explanatory variable vector x2018.09 | 2.9 | 1.4 | 0.997 | |
| DNNHardware=Galaxy Nexus, Neural Layer=Long short term memory (LSTM), Input Features=Explanatory variable vector x2018.09 | 2.9 | 1.3 | 0.997 | |
| GBRTHardware=Galaxy Nexus, Neural Layer=Long short term memory (LSTM), Input Features=Explanatory variable vector x2018.09 | 6 | 2.7 | 0.987 | |
| RFHardware=Galaxy Nexus, Neural Layer=Long short term memory (LSTM), Input Features=Explanatory variable vector x2018.09 | 7.8 | 3.3 | 0.985 | |
| DTHardware=Galaxy Nexus, Neural Layer=Long short term memory (LSTM), Input Features=Explanatory variable vector x2018.09 | 8.4 | 3 | 0.983 | |
| SVRHardware=Galaxy Nexus, Neural Layer=Long short term memory (LSTM), Input Features=Explanatory variable vector x2018.09 | 66.8 | 26.2 | -0.196 |