# models

model_uid: product_cnn_bilstm_attention_b467ed5a
display_name: 17002608 - cnn_bilstm_attention (v1)
model_type: cnn_bilstm_attention
training_mode: product
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-25T16:49:19.503971
training_scope:
{"product": {"id": "17002608", "name": "\u4e91\u5357\u767d\u836f\u521b\u53ef\u8d34(\u4fbf\u643a\u578b)"}, "stores": "all"}

performance_metrics:
{"mse": 401.08135986328125, "rmse": 20.027015686035156, "mae": 19.379287719726562, "r2": -21.603785029168236, "mape": 727.6454448699951, "training_time": 10.103810787200928, "best_val_loss": 0.026510760188102722, "stopped_epoch": 1, "training_mode": "product", "store_id": null, "product_id": "17002608", "model_identifier": "17002608", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\cnn_bilstm_attention_product_17002608_v1.pth", "loss_curve_plot": "saved_models\\cnn_bilstm_attention_product_17002608_v1_loss_curve.png", "best_model": "saved_models\\cnn_bilstm_attention_product_17002608_v1_best.pth", "version": "v1"}


model_uid: store_cnn_bilstm_attention_0dfd4a00
display_name: unknown - cnn_bilstm_attention (v1)
model_type: cnn_bilstm_attention
training_mode: store
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-25T16:49:22.373336
training_scope:
{"store": {"id": "01010023", "name": "\u4e00\u6811\u8d35\u9633\u91d1\u9633\u5357\u8def\u5206\u5e97\uff08\u798f\u5dde\u8857\u5206\u5e97\uff09"}, "products": "all"}

performance_metrics:
{"mse": 1664.2322998046875, "rmse": 40.79500198364258, "mae": 33.80381393432617, "r2": 0.0, "mape": 0.0, "training_time": 4.428232669830322, "best_val_loss": 0.004457911942154169, "stopped_epoch": 1, "training_mode": "store", "store_id": "01010023", "product_id": "store_01010023", "model_identifier": "store_01010023", "aggregation_method": null}

artifacts:
{"versioned_model": "saved_models\\cnn_bilstm_attention_store_01010023_v1.pth", "loss_curve_plot": "saved_models\\cnn_bilstm_attention_store_01010023_v1_loss_curve.png", "best_model": "saved_models\\cnn_bilstm_attention_store_01010023_v1_best.pth", "version": "v1"}


