# models

model_uid: store_cnn_bilstm_attention_20ec232d
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: 2025-07-24T16:59:13.221427
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": 1496.372314453125, "rmse": 38.6829719543457, "mae": 32.92240905761719, "r2": 0.0, "mape": 0.0, "training_time": 2.994173765182495, "best_val_loss": 0.0040082731284201145, "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"}


model_uid: store_cnn_bilstm_attention_57e5b8b7
display_name: unknown - cnn_bilstm_attention (v2)
model_type: cnn_bilstm_attention
training_mode: store
version: v2
status: active
training_params: {"epochs": 1}
created_at: 2025-07-24T16:59:19.605128
training_scope:
{"store": {"id": "01010023", "name": "\u4e00\u6811\u8d35\u9633\u91d1\u9633\u5357\u8def\u5206\u5e97\uff08\u798f\u5dde\u8857\u5206\u5e97\uff09"}, "products": [{"id": "17002608", "name": "\u4e91\u5357\u767d\u836f\u521b\u53ef\u8d34(\u4fbf\u643a\u578b)"}]}

performance_metrics:
{"mse": 786.556396484375, "rmse": 28.045612335205078, "mae": 26.213043212890625, "r2": 0.0, "mape": 0.0, "training_time": 3.4264066219329834, "best_val_loss": 0.002106916857883334, "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_v2.pth", "loss_curve_plot": "saved_models\\cnn_bilstm_attention_store_01010023_v2_loss_curve.png", "best_model": "saved_models\\cnn_bilstm_attention_store_01010023_v2_best.pth", "version": "v2"}


model_uid: product_cnn_bilstm_attention_ca57fe28
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: 2025-07-24T16:59:44.776134
training_scope:
{"product": {"id": "17002608", "name": "\u4e91\u5357\u767d\u836f\u521b\u53ef\u8d34(\u4fbf\u643a\u578b)"}, "stores": "all"}

performance_metrics:
{"mse": 476.66290283203125, "rmse": 21.832611083984375, "mae": 21.218229293823242, "r2": -25.863342703686783, "mape": 806.0580253601074, "training_time": 14.845479726791382, "best_val_loss": 0.03150656446814537, "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: product_cnn_bilstm_attention_e22a74cb
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: 2025-07-24T16:59:54.251621
training_scope:
{"product": {"id": "17002608", "name": "\u4e91\u5357\u767d\u836f\u521b\u53ef\u8d34(\u4fbf\u643a\u578b)"}, "stores": [{"id": "01010023", "name": "\u4e00\u6811\u8d35\u9633\u91d1\u9633\u5357\u8def\u5206\u5e97\uff08\u798f\u5dde\u8857\u5206\u5e97\uff09"}]}

performance_metrics:
{"mse": 791.2672119140625, "rmse": 28.129472732543945, "mae": 27.222402572631836, "r2": -43.593535534339985, "mape": 1033.2953453063965, "training_time": 21.803013801574707, "best_val_loss": 0.05230135843157768, "stopped_epoch": 1, "training_mode": "product", "store_id": "01010023", "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: global_cnn_bilstm_attention_4387126c
display_name: unknown - cnn_bilstm_attention (v1)
model_type: cnn_bilstm_attention
training_mode: global
training_scope: {"stores": "all", "products": "all"}
version: v1
status: active
training_params: {"epochs": 1}
created_at: 2025-07-24T16:59:54.352263
performance_metrics:
{"mse": 81589.1484375, "rmse": 285.6381530761719, "mae": 243.503662109375, "r2": 0.0, "mape": 0.0, "training_time": 2.6222121715545654, "best_val_loss": 0.002009466988965869, "stopped_epoch": 1, "training_mode": "global", "store_id": null, "product_id": "all_products", "model_identifier": "global_sum", "aggregation_method": "sum"}

artifacts:
{"versioned_model": "saved_models\\cnn_bilstm_attention_global_sum_v1.pth", "loss_curve_plot": "saved_models\\cnn_bilstm_attention_global_sum_v1_loss_curve.png", "best_model": "saved_models\\cnn_bilstm_attention_global_sum_v1_best.pth", "version": "v1"}


model_uid: global_cnn_bilstm_attention_47145134
display_name: unknown - cnn_bilstm_attention (v2)
model_type: cnn_bilstm_attention
training_mode: global
version: v2
status: active
training_params: {"epochs": 1}
created_at: 2025-07-24T17:00:02.096377
training_scope:
{"stores": "all", "products": [{"id": "17002608", "name": "\u4e91\u5357\u767d\u836f\u521b\u53ef\u8d34(\u4fbf\u643a\u578b)"}]}

performance_metrics:
{"mse": 135186.796875, "rmse": 367.6775817871094, "mae": 337.7588806152344, "r2": 0.0, "mape": 0.0, "training_time": 1.6310107707977295, "best_val_loss": 0.0033295282628387213, "stopped_epoch": 1, "training_mode": "global", "store_id": null, "product_id": "all_products", "model_identifier": "global_sum", "aggregation_method": "sum"}

artifacts:
{"versioned_model": "saved_models\\cnn_bilstm_attention_global_sum_v2.pth", "loss_curve_plot": "saved_models\\cnn_bilstm_attention_global_sum_v2_loss_curve.png", "best_model": "saved_models\\cnn_bilstm_attention_global_sum_v2_best.pth", "version": "v2"}


model_uid: global_cnn_bilstm_attention_352e0aaa
display_name: unknown - cnn_bilstm_attention (v2)
model_type: cnn_bilstm_attention
training_mode: global
version: v2
status: active
training_params: {"epochs": 1}
created_at: 2025-07-24T17:00:02.131375
training_scope:
{"stores": [{"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": 225729.03125, "rmse": 475.1094970703125, "mae": 439.8308410644531, "r2": 0.0, "mape": 0.0, "training_time": 1.80299973487854, "best_val_loss": 0.005559501703828573, "stopped_epoch": 1, "training_mode": "global", "store_id": null, "product_id": "all_products", "model_identifier": "global_sum", "aggregation_method": "sum"}

artifacts:
{"versioned_model": "saved_models\\cnn_bilstm_attention_global_sum_v2.pth", "loss_curve_plot": "saved_models\\cnn_bilstm_attention_global_sum_v2_loss_curve.png", "best_model": "saved_models\\cnn_bilstm_attention_global_sum_v2_best.pth", "version": "v2"}


model_uid: global_cnn_bilstm_attention_b079251c
display_name: unknown - cnn_bilstm_attention (v3)
model_type: cnn_bilstm_attention
training_mode: global
version: v3
status: active
training_params: {"epochs": 1}
created_at: 2025-07-24T17:00:07.395804
training_scope:
{"stores": [{"id": "01010023", "name": "\u4e00\u6811\u8d35\u9633\u91d1\u9633\u5357\u8def\u5206\u5e97\uff08\u798f\u5dde\u8857\u5206\u5e97\uff09"}], "products": [{"id": "17002608", "name": "\u4e91\u5357\u767d\u836f\u521b\u53ef\u8d34(\u4fbf\u643a\u578b)"}]}

performance_metrics:
{"mse": 181380.359375, "rmse": 425.8877258300781, "mae": 352.5542907714844, "r2": 0.0, "mape": 0.0, "training_time": 0.8911619186401367, "best_val_loss": 0.004467234015464783, "stopped_epoch": 1, "training_mode": "global", "store_id": null, "product_id": "all_products", "model_identifier": "global_sum", "aggregation_method": "sum"}

artifacts:
{"versioned_model": "saved_models\\cnn_bilstm_attention_global_sum_v3.pth", "loss_curve_plot": "saved_models\\cnn_bilstm_attention_global_sum_v3_loss_curve.png", "best_model": "saved_models\\cnn_bilstm_attention_global_sum_v3_best.pth", "version": "v3"}


model_uid: global_cnn_bilstm_attention_3f3d968f
display_name: unknown - cnn_bilstm_attention (v3)
model_type: cnn_bilstm_attention
training_mode: global
version: v3
status: active
training_params: {"epochs": 1}
created_at: 2025-07-24T17:00:07.491803
training_scope:
{"stores": [{"id": "01010023", "name": "\u4e00\u6811\u8d35\u9633\u91d1\u9633\u5357\u8def\u5206\u5e97\uff08\u798f\u5dde\u8857\u5206\u5e97\uff09"}], "products": [{"id": "17002608", "name": "\u4e91\u5357\u767d\u836f\u521b\u53ef\u8d34(\u4fbf\u643a\u578b)"}]}

performance_metrics:
{"mse": 209402.0, "rmse": 457.6046447753906, "mae": 397.1198425292969, "r2": 0.0, "mape": 0.0, "training_time": 0.9221556186676025, "best_val_loss": 0.0051573822274804115, "stopped_epoch": 1, "training_mode": "global", "store_id": null, "product_id": "all_products", "model_identifier": "global_sum", "aggregation_method": "sum"}

artifacts:
{"versioned_model": "saved_models\\cnn_bilstm_attention_global_sum_v3.pth", "loss_curve_plot": "saved_models\\cnn_bilstm_attention_global_sum_v3_loss_curve.png", "best_model": "saved_models\\cnn_bilstm_attention_global_sum_v3_best.pth", "version": "v3"}


