| if [ -x "$(command -v nvidia-smi)" ]; then | |
| DEVICE="cuda:0" | |
| echo "Running on GPU" | |
| else | |
| DEVICE="cpu" | |
| echo "Running on CPU" | |
| fi | |
| python melanoma_train.py \ | |
| --data_path "C:/lumen_melanoma_classification/melanoma-classification/isic2020_challenge" \ | |
| --skin_color_csv "C:/lumen_melanoma_classification/melanoma-classification/isic2020_challenge/ISIC_2020_full.csv" \ | |
| --model convnextv2_atto \ | |
| --batch_size 8 \ | |
| --epochs 10 \ | |
| --device $DEVICE \ | |
| --input_size 224 \ | |
| --num_classes 2 \ | |
| --num_workers 0 \ | |
| --pretrained True \ | |
| --log_dir "./melanoma_logs" \ | |
| --ifw \ | |
| --checkpoint 'C:\lumen_melanoma_classification\melanoma-classification\melanoma_classifier_output\20250418_030204_convnextv2_atto_bs8_ifw\checkpoint_epoch_3.pth' \ | |
| --output_dir "C:\lumen_melanoma_classification\melanoma-classification\melanoma_classifier_output" \ | |
| --test |