EfficientNet-B0 fine-tuned on iNaturalist 2019
This model is a fine-tuned EfficientNet-B0 on the iNaturalist 2019 dataset, trained using PyTorch.
Training Results
- Final Validation Accuracy: 73.1929
- Total Runtime: 5221.21 seconds
Hyperparameters
- Batch Size: 256
- Gradient Accumulation Steps: 4
- Total Epochs: 10
- Head-only Epochs: 0
- Full-body Epochs: 10
- Weight Decay: 0.01
- Learning Rates:
- Head Phase: 0.0
- Body Phase (Head Params): 0.01
- Body Phase (Body Params): 0.002
Training was tracked using Weights & Biases.