# model_versions

product_id: P001
model_type: tcn
version: v1
file_path: saved_models\tcn_model_product_P001_v1.pth
created_at: 2025-06-18T07:14:45.231971
metrics:
{"mse": 39.86412324045555, "rmse": 6.313804181351806, "mae": 4.086839660765633, "r2": 0.7520371154936497, "mape": 17.45216690141573, "training_time": 7.3705949783325195}


product_id: P001
model_type: tcn
version: v1
file_path: saved_models\tcn_model_product_P001_v1.pth
created_at: 2025-06-18T07:18:27.554620
metrics:
{"mse": 46.75343709125119, "rmse": 6.837648505974199, "mae": 4.554620827136397, "r2": 0.7091841942238498, "mape": 20.526316348106665, "training_time": 1.4933035373687744}


product_id: P001
model_type: tcn
version: v1
file_path: saved_models\tcn_model_product_P001_v1.pth
created_at: 2025-06-18T14:54:44.298271
metrics:
{"mse": 39.75206364561573, "rmse": 6.304923762077994, "mae": 4.343097626216828, "r2": 0.7527341487685443, "mape": 19.35267429531395, "training_time": 6.1488730907440186}


product_id: P001
model_type: mlstm
version: v1
file_path: saved_models\mlstm_model_product_P001_v1.pth
created_at: 2025-06-21T21:14:05.629661
metrics:
{"mse": 139.45442742011616, "rmse": 11.809082412284036, "mae": 9.065846456806469, "r2": 0.29854731126676604, "mape": 39.90224659929017, "training_time": 369.71365785598755, "version": "v1", "training_mode": "product", "store_id": null, "product_id": "P001", "model_identifier": "P001", "aggregation_method": null}


