Datasets:
group
stringclasses 2
values | val_loss
float64 5.11
9.63
| val_f1
float64 0.9
0.96
| val_rmse
float64 7.63
12.9
| epochs
int64 15
25
|
|---|---|---|---|---|
scratch_cnn_v2
| 9.63
| 0.9
| 12.9
| 15
|
finetuned_resnet50_v2
| 5.11
| 0.964
| 7.63
| 25
|
DL Gen AI NPPE Dataset
This dataset contains training metrics from two models:
Models
- scratch_cnn_v2: CNN trained from scratch
- finetuned_resnet50_v2: Fine-tuned ResNet50
Metrics
- Validation Loss
- Validation F1 Score
- Validation RMSE
- Training Epochs
Usage
from datasets import load_dataset
dataset = load_dataset("Ishankgpt/dlgenai-nppe-dataset", data_files="data/metrics_data.csv")
Data
| group | val_loss | val_f1 | val_rmse | epochs |
|---|---|---|---|---|
| scratch_cnn_v2 | 9.63 | 0.9 | 12.9 | 15 |
| finetuned_resnet50_v2 | 5.11 | 0.964 | 7.63 | 25 |
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