{"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":"import pandas as pd\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport matplotlib.image as mpimg\nimport math\nimport os\nimport cv2\nimport IPython.display as ipd \nimport librosa \nimport librosa.display\nimport torch\nimport numpy as np\nimport torch.nn.functional as F\nimport torchvision\n\nfrom sklearn.preprocessing import LabelEncoder\nfrom sklearn.model_selection import train_test_split\nfrom torch.utils.data.dataset import Dataset\nfrom torch.utils.data import DataLoader\nfrom torchvision import transforms","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2023-10-17T17:49:33.627194Z","iopub.execute_input":"2023-10-17T17:49:33.628089Z","iopub.status.idle":"2023-10-17T17:49:39.501801Z","shell.execute_reply.started":"2023-10-17T17:49:33.628044Z","shell.execute_reply":"2023-10-17T17:49:39.500672Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"device = 'cuda:0' if torch.cuda.is_available() else 'cpu'\nprint(device)","metadata":{"execution":{"iopub.status.busy":"2023-10-17T17:49:39.503737Z","iopub.execute_input":"2023-10-17T17:49:39.504207Z","iopub.status.idle":"2023-10-17T17:49:39.509734Z","shell.execute_reply.started":"2023-10-17T17:49:39.504179Z","shell.execute_reply":"2023-10-17T17:49:39.509023Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}