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| model | running time/s | MSE of the training set | MSE of the test set |
|---|---|---|---|
| SGD | 3 | 0.000544 | 0.000497 |
| SGDM | 3 | 0.000467 | 0.000433 |
| NAG | 5 | 0.000460 | 0.000428 |
| RMSProp | 3 | 0.000455 | 0.000415 |
| AdaGrad | 4 | 0.000471 | 0.000432 |
| AdaDelta | 4 | 0.000477 | 0.000433 |
| Adam | 4 | 0.000457 | 0.000419 |
| Adamax | 4 | 0.000447 | 0.000413 |
