{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"!rm -rf /kaggle/working/rsna-cancer-detection","metadata":{"execution":{"iopub.status.busy":"2023-06-05T10:32:20.967035Z","iopub.execute_input":"2023-06-05T10:32:20.967384Z","iopub.status.idle":"2023-06-05T10:32:22.043339Z","shell.execute_reply.started":"2023-06-05T10:32:20.967306Z","shell.execute_reply":"2023-06-05T10:32:22.041741Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"!git clone https://github.com/sashanktalakola/rsna-cancer-detection.git\n!pip install timm -q","metadata":{"execution":{"iopub.status.busy":"2023-06-06T04:58:32.070937Z","iopub.execute_input":"2023-06-06T04:58:32.071679Z","iopub.status.idle":"2023-06-06T04:58:47.866896Z","shell.execute_reply.started":"2023-06-06T04:58:32.071589Z","shell.execute_reply":"2023-06-06T04:58:47.865715Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"!python3 rsna-cancer-detection/single_view_single_laterality/train.py --env kaggle \\\n                                            --height 1024 --width 512 --batch-size 16 \\\n                                            --backbone seresnext50_32x4d --pretrained \\\n                                            --epochs 10 --learning-rate 1e-5","metadata":{"execution":{"iopub.status.busy":"2023-06-06T04:58:50.180494Z","iopub.execute_input":"2023-06-06T04:58:50.180924Z","iopub.status.idle":"2023-06-06T05:05:14.667579Z","shell.execute_reply.started":"2023-06-06T04:58:50.180883Z","shell.execute_reply":"2023-06-06T05:05:14.666372Z"},"trusted":true},"execution_count":null,"outputs":[]}]}