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Adjust training parameters options for AlexNet, GoogLeNet and ResNet-18 models.
| Options | AlexNet | GoogleNet | ResNet-18 |
|---|---|---|---|
| training Options | adam | adam | adam |
| Mini Batch Size | 130 | 20 | 15 |
| Max Epochs | 10 | 5 | 8 |
| Initial Learn Rate | 0.0001 | 0.0003 | 0.0001 |
| Validation Frequency | 50 | 3 | 5 |
| Execution Environment | 4 GB GPU | 4 GB GPU | 4 GB GPU |
