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/rocket_launch_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_mode: FG_DAG odps_data_quota_name: "" label_fields: "label" num_workers: 8 } feature_configs { raw_feature { feature_name: "int_0" expression: "user:int_0" normalizer: "method=expression,expr=log(x+3)" } } feature_configs { raw_feature { feature_name: "int_1" expression: "user:int_1" normalizer: "method=expression,expr=log(x+3)" } } feature_configs { raw_feature { feature_name: "int_2" expression: "user:int_2" normalizer: "method=expression,expr=log(x+3)" } } feature_configs { raw_feature { feature_name: "int_3" expression: "user:int_3" normalizer: "method=expression,expr=log(x+3)" } } feature_configs { raw_feature { feature_name: "int_4" expression: "user:int_4" normalizer: "method=expression,expr=log(x+3)" } } feature_configs { raw_feature { feature_name: "int_5" expression: "user:int_5" normalizer: "method=expression,expr=log(x+3)" } } feature_configs { raw_feature { feature_name: "int_6" expression: "user:int_6" normalizer: "method=expression,expr=log(x+3)" } } feature_configs { raw_feature { feature_name: "int_7" expression: "user:int_7" normalizer: "method=expression,expr=log(x+3)" } } feature_configs { raw_feature { feature_name: "int_8" expression: "user:int_8" normalizer: "method=expression,expr=log(x+3)" } } feature_configs { raw_feature { feature_name: "int_9" expression: "user:int_9" normalizer: "method=expression,expr=log(x+3)" } } feature_configs { raw_feature { feature_name: "int_10" expression: "user:int_10" normalizer: "method=expression,expr=log(x+3)" } } feature_configs { raw_feature { feature_name: "int_11" expression: "user:int_11" normalizer: "method=expression,expr=log(x+3)" } } feature_configs { raw_feature { feature_name: "int_12" expression: "user:int_12" normalizer: "method=expression,expr=log(x+3)" } } feature_configs { id_feature { feature_name: "cat_0" expression: "user:cat_0" num_buckets: 40000000 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_1" expression: "user:cat_1" num_buckets: 39060 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_2" expression: "user:cat_2" num_buckets: 17295 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_3" expression: "user:cat_3" num_buckets: 7424 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_4" expression: "user:cat_4" num_buckets: 20265 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_5" expression: "user:cat_5" num_buckets: 3 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_6" expression: "user:cat_6" num_buckets: 7122 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_7" expression: "user:cat_7" num_buckets: 1543 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_8" expression: "user:cat_8" num_buckets: 63 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_9" expression: "user:cat_9" num_buckets: 40000000 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_10" expression: "user:cat_10" num_buckets: 3067956 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_11" expression: "user:cat_11" num_buckets: 405282 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_12" expression: "user:cat_12" num_buckets: 10 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_13" expression: "user:cat_13" num_buckets: 2209 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_14" expression: "user:cat_14" num_buckets: 11938 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_15" expression: "user:cat_15" num_buckets: 155 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_16" expression: "user:cat_16" num_buckets: 4 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_17" expression: "user:cat_17" num_buckets: 976 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_18" expression: "user:cat_18" num_buckets: 14 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_19" expression: "user:cat_19" num_buckets: 40000000 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_20" expression: "user:cat_20" num_buckets: 40000000 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_21" expression: "user:cat_21" num_buckets: 40000000 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_22" expression: "user:cat_22" num_buckets: 590152 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_23" expression: "user:cat_23" num_buckets: 12973 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_24" expression: "user:cat_24" num_buckets: 108 embedding_dim: 16 } } feature_configs { id_feature { feature_name: "cat_25" expression: "user:cat_25" num_buckets: 36 embedding_dim: 16 } } model_config { 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 } rocket_launching { booster_mlp { hidden_units: [256, 128, 64, 32] } light_mlp { hidden_units: [96, 64, 32] } feature_based_distillation: true } metrics { auc {} } num_class: 2 losses { softmax_cross_entropy {} } }