train_input_path: "odps://{PROJECT}/tables/criteo_terabyte_train_hashed_v1"
eval_input_path: "odps://{PROJECT}/tables/criteo_terabyte_val_test_hashed_v1"
model_dir: "experiments/deepfm_criteo"
train_config {
    sparse_optimizer {
        adagrad_optimizer {
            lr: 0.001
        }
        constant_learning_rate {
        }
    }
    dense_optimizer {
        adam_optimizer {
            lr: 0.001
        }
        constant_learning_rate {
        }
    }
    num_epochs: 1
}
eval_config {
    num_steps: 100
}
data_config {
    batch_size: 8192
    dataset_type: OdpsDataset
    fg_encoded: true
    label_fields: "label"
    num_workers: 8
}
feature_configs {
    raw_feature {
        feature_name: "int_0"
    }
}
feature_configs {
    raw_feature {
        feature_name: "int_1"
    }
}
feature_configs {
    raw_feature {
        feature_name: "int_2"
    }
}
feature_configs {
    raw_feature {
        feature_name: "int_3"
    }
}
feature_configs {
    raw_feature {
        feature_name: "int_4"
    }
}
feature_configs {
    raw_feature {
        feature_name: "int_5"
    }
}
feature_configs {
    raw_feature {
        feature_name: "int_6"
    }
}
feature_configs {
    raw_feature {
        feature_name: "int_7"
    }
}
feature_configs {
    raw_feature {
        feature_name: "int_8"
    }
}
feature_configs {
    raw_feature {
        feature_name: "int_9"
    }
}
feature_configs {
    raw_feature {
        feature_name: "int_10"
    }
}
feature_configs {
    raw_feature {
        feature_name: "int_11"
    }
}
feature_configs {
    raw_feature {
        feature_name: "int_12"
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_0"
        num_buckets: 40000000
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_1"
        num_buckets: 39060
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_2"
        num_buckets: 17295
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_3"
        num_buckets: 7424
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_4"
        num_buckets: 20265
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_5"
        num_buckets: 3
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_6"
        num_buckets: 7122
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_7"
        num_buckets: 1543
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_8"
        num_buckets: 63
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_9"
        num_buckets: 40000000
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_10"
        num_buckets: 3067956
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_11"
        num_buckets: 405282
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_12"
        num_buckets: 10
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_13"
        num_buckets: 2209
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_14"
        num_buckets: 11938
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_15"
        num_buckets: 155
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_16"
        num_buckets: 4
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_17"
        num_buckets: 976
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_18"
        num_buckets: 14
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_19"
        num_buckets: 40000000
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_20"
        num_buckets: 40000000
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_21"
        num_buckets: 40000000
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_22"
        num_buckets: 590152
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_23"
        num_buckets: 12973
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_24"
        num_buckets: 108
        embedding_dim: 16
    }
}
feature_configs {
    id_feature {
        feature_name: "cat_25"
        num_buckets: 36
        embedding_dim: 16
    }
}
model_config {
    feature_groups {
        group_name: "wide"
        feature_names: "cat_0"
        feature_names: "cat_1"
        feature_names: "cat_2"
        feature_names: "cat_3"
        feature_names: "cat_4"
        feature_names: "cat_5"
        feature_names: "cat_6"
        feature_names: "cat_7"
        feature_names: "cat_8"
        feature_names: "cat_9"
        feature_names: "cat_10"
        feature_names: "cat_11"
        feature_names: "cat_12"
        feature_names: "cat_13"
        feature_names: "cat_14"
        feature_names: "cat_15"
        feature_names: "cat_16"
        feature_names: "cat_17"
        feature_names: "cat_18"
        feature_names: "cat_19"
        feature_names: "cat_20"
        feature_names: "cat_21"
        feature_names: "cat_22"
        feature_names: "cat_23"
        feature_names: "cat_24"
        feature_names: "cat_25"
        group_type: WIDE
    }
    feature_groups {
        group_name: "fm"
        feature_names: "cat_0"
        feature_names: "cat_1"
        feature_names: "cat_2"
        feature_names: "cat_3"
        feature_names: "cat_4"
        feature_names: "cat_5"
        feature_names: "cat_6"
        feature_names: "cat_7"
        feature_names: "cat_8"
        feature_names: "cat_9"
        feature_names: "cat_10"
        feature_names: "cat_11"
        feature_names: "cat_12"
        feature_names: "cat_13"
        feature_names: "cat_14"
        feature_names: "cat_15"
        feature_names: "cat_16"
        feature_names: "cat_17"
        feature_names: "cat_18"
        feature_names: "cat_19"
        feature_names: "cat_20"
        feature_names: "cat_21"
        feature_names: "cat_22"
        feature_names: "cat_23"
        feature_names: "cat_24"
        feature_names: "cat_25"
        group_type: DEEP
    }
    feature_groups {
        group_name: "deep"
        feature_names: "int_0"
        feature_names: "int_1"
        feature_names: "int_2"
        feature_names: "int_3"
        feature_names: "int_4"
        feature_names: "int_5"
        feature_names: "int_6"
        feature_names: "int_7"
        feature_names: "int_8"
        feature_names: "int_9"
        feature_names: "int_10"
        feature_names: "int_11"
        feature_names: "int_12"
        feature_names: "cat_0"
        feature_names: "cat_1"
        feature_names: "cat_2"
        feature_names: "cat_3"
        feature_names: "cat_4"
        feature_names: "cat_5"
        feature_names: "cat_6"
        feature_names: "cat_7"
        feature_names: "cat_8"
        feature_names: "cat_9"
        feature_names: "cat_10"
        feature_names: "cat_11"
        feature_names: "cat_12"
        feature_names: "cat_13"
        feature_names: "cat_14"
        feature_names: "cat_15"
        feature_names: "cat_16"
        feature_names: "cat_17"
        feature_names: "cat_18"
        feature_names: "cat_19"
        feature_names: "cat_20"
        feature_names: "cat_21"
        feature_names: "cat_22"
        feature_names: "cat_23"
        feature_names: "cat_24"
        feature_names: "cat_25"
        group_type: DEEP
    }
    deepfm {
        deep {
            hidden_units: [512, 256, 128]
        }
        final {
            hidden_units: [64]
        }
    }
    metrics {
        auc {}
    }
    losses {
        binary_cross_entropy {}
    }
}