TABLE 3. CNN Experimental Setup.
| Parameter | Value |
|---|---|
| CNN Default training options | |
| Momentum Learn | 0.9000 |
| RateDropFactor | 0.1000 |
| LearnRateDropPeriod | 10 |
| L2Regularization | 1.0000c-04 |
| GradientThresholdMethod | 12norm |
| GradientThreshold | Inf |
| VerboseFrequency | 50 |
| ValidationData | [imds] |
| ValidationFrequency | 50 |
| ValidationPatience | Inf |
| ResetInputNormalization | 1 |
| CNN Custom training options | |
| \\ExecutionEnvironment | gpu |
| InitiallearnRate | 1.0000e-04 |
| MaxEpochs | 20 |
| MiniBatchSize | 8 |
| Shuffle | every-epoch |
| Verbose | 0 |
| Optimizer | sgdm |
| LearnRateSchedule | piecwise |