5. EXPERIMENT SETUP & OBSERVATIONS
System Configuration
The system with the following configuration was used for the experiments
and model building
- Intel Core i5-12100F
- Nvidia RTX 3050 8 GB
- 16 GB x 2 RAM @ 3200 MHz
Training the model using SGD
Optimizer
Case1 (a). All paramaters kept at default value and using SGD optimizer
- lr0 -> 0.1
- momentum ->0.9
- lrf ->0.2
- weight_decay: 0.0005
- warmup_epochs: 3.0
- optimizer : SGD