path	# lines of code
scripts/ci_test_change_files.py	32
pai_jobs/run.py	505
pai_jobs/easy_rec_flow/easy_rec.lua	539
pai_jobs/easy_rec_flow/easy_rec.xml	215
pai_jobs/easy_rec_flow_ex/easy_rec_ext.xml	221
pai_jobs/easy_rec_flow_ex/easy_rec_ext.lua	560
MANIFEST.in	3
easy_rec/__init__.py	53
easy_rec/python/predict.py	145
easy_rec/python/inference/hive_predictor.py	140
easy_rec/python/inference/__init__.py	1
easy_rec/python/inference/predictor.py	425
easy_rec/python/inference/parquet_predictor.py	123
easy_rec/python/inference/client/easyrec_request.py	33
easy_rec/python/inference/client/client_demo.py	112
easy_rec/python/inference/processor/__init__.py	1
easy_rec/python/inference/vector_retrieve.py	92
easy_rec/python/inference/hive_parquet_predictor.py	169
easy_rec/python/inference/parquet_predictor_v2.py	123
easy_rec/python/inference/odps_predictor.py	56
easy_rec/python/inference/csv_predictor.py	166
easy_rec/python/model/easy_rec_model.py	359
easy_rec/python/model/dbmtl.py	99
easy_rec/python/model/deepfm.py	83
easy_rec/python/model/autoint.py	55
easy_rec/python/model/rank_model.py	461
easy_rec/python/model/__init__.py	1
easy_rec/python/model/esmm.py	185
easy_rec/python/model/mind.py	349
easy_rec/python/model/cmbf.py	30
easy_rec/python/model/ple.py	103
easy_rec/python/model/easy_rec_estimator.py	621
easy_rec/python/model/dat.py	110
easy_rec/python/model/rocket_launching.py	174
easy_rec/python/model/collaborative_metric_learning.py	156
easy_rec/python/model/multi_tower_din.py	101
easy_rec/python/model/multi_task_model.py	268
easy_rec/python/model/fm.py	46
easy_rec/python/model/multi_tower_recall.py	50
easy_rec/python/model/wide_and_deep.py	92
easy_rec/python/model/dssm_senet.py	114
easy_rec/python/model/dssm.py	134
easy_rec/python/model/dcn.py	52
easy_rec/python/model/dummy_model.py	36
easy_rec/python/model/mmoe.py	57
easy_rec/python/model/uniter.py	30
easy_rec/python/model/multi_tower.py	47
easy_rec/python/model/simple_multi_task.py	42
easy_rec/python/model/dlrm.py	58
easy_rec/python/model/match_model.py	285
easy_rec/python/model/dropoutnet.py	179
easy_rec/python/model/multi_tower_bst.py	159
easy_rec/python/model/pdn.py	163
easy_rec/python/utils/proto_util.py	51
easy_rec/python/utils/odps_util.py	56
easy_rec/python/utils/meta_graph_editor.py	722
easy_rec/python/utils/distribution_utils.py	239
easy_rec/python/utils/fg_util.py	34
easy_rec/python/utils/static_shape.py	12
easy_rec/python/utils/constant.py	16
easy_rec/python/utils/convert_rtp_fg.py	438
easy_rec/python/utils/restore_filter.py	45
easy_rec/python/utils/__init__.py	10
easy_rec/python/utils/pai_util.py	57
easy_rec/python/utils/config_util.py	460
easy_rec/python/utils/shape_utils.py	179
easy_rec/python/utils/load_class.py	156
easy_rec/python/utils/compat.py	5
easy_rec/python/utils/multi_optimizer.py	37
easy_rec/python/utils/dag.py	140
easy_rec/python/utils/numpy_utils.py	11
easy_rec/python/utils/export_big_model.py	550
easy_rec/python/utils/estimator_utils.py	781
easy_rec/python/utils/hit_rate_utils.py	143
easy_rec/python/utils/check_utils.py	71
easy_rec/python/utils/hpo_util.py	105
easy_rec/python/utils/hive_utils.py	152
easy_rec/python/utils/hvd_utils.py	30
easy_rec/python/utils/input_utils.py	82
easy_rec/python/utils/activation.py	63
easy_rec/python/utils/expr_util.py	104
easy_rec/python/utils/io_util.py	198
easy_rec/python/utils/embedding_utils.py	41
easy_rec/python/utils/tf_utils.py	42
easy_rec/python/utils/ds_util.py	50
easy_rec/python/input/parquet_input.py	297
easy_rec/python/input/rtp_input.py	171
easy_rec/python/input/csv_input_ex.py	60
easy_rec/python/input/datahub_input.py	262
easy_rec/python/input/odps_input.py	78
easy_rec/python/input/__init__.py	1
easy_rec/python/input/odps_rtp_input.py	147
easy_rec/python/input/hive_input.py	96
easy_rec/python/input/kafka_dataset.py	78
easy_rec/python/input/input.py	909
easy_rec/python/input/batch_tfrecord_input.py	91
easy_rec/python/input/parquet_input_v3.py	168
easy_rec/python/input/rtp_input_v2.py	114
easy_rec/python/input/odps_rtp_input_v2.py	67
easy_rec/python/input/load_parquet.py	278
easy_rec/python/input/criteo_binary_reader.py	208
easy_rec/python/input/csv_input_v2.py	56
easy_rec/python/input/parquet_input_v2.py	129
easy_rec/python/input/kafka_input.py	188
easy_rec/python/input/odps_input_v2.py	89
easy_rec/python/input/criteo_input.py	91
easy_rec/python/input/hive_parquet_input.py	111
easy_rec/python/input/dummy_input.py	33
easy_rec/python/input/csv_input.py	143
easy_rec/python/input/odps_input_v3.py	103
easy_rec/python/input/tfrecord_input.py	78
easy_rec/python/input/hive_rtp_input.py	143
easy_rec/python/tools/add_boundaries_to_config.py	52
easy_rec/python/tools/create_config_from_excel.py	321
easy_rec/python/tools/hit_rate_ds.py	161
easy_rec/python/tools/convert_rtp_fg.py	94
easy_rec/python/tools/__init__.py	1
easy_rec/python/tools/split_model_pai.py	213
easy_rec/python/tools/predict_and_chk.py	96
easy_rec/python/tools/pre_check.py	87
easy_rec/python/tools/convert_rtp_data.py	57
easy_rec/python/tools/view_saved_model.py	30
easy_rec/python/tools/criteo/__init__.py	1
easy_rec/python/tools/criteo/convert_data.py	123
easy_rec/python/tools/split_pdn_model_pai.py	200
easy_rec/python/tools/hit_rate_pai.py	96
easy_rec/python/tools/write_kafka.py	50
easy_rec/python/tools/feature_selection.py	270
easy_rec/python/tools/faiss_index_pai.py	95
easy_rec/python/tools/edit_lookup_graph.py	102
easy_rec/python/tools/convert_config_format.py	36
easy_rec/python/tools/add_feature_info_to_config.py	126
easy_rec/python/tools/read_kafka.py	45
easy_rec/python/__init__.py	1
easy_rec/python/layers/keras/numerical_embedding.py	263
easy_rec/python/layers/keras/auxiliary_loss.py	35
easy_rec/python/layers/keras/mask_net.py	125
easy_rec/python/layers/keras/interaction.py	230
easy_rec/python/layers/keras/__init__.py	34
easy_rec/python/layers/keras/din.py	56
easy_rec/python/layers/keras/attention.py	137
easy_rec/python/layers/keras/custom_ops.py	214
easy_rec/python/layers/keras/bst.py	98
easy_rec/python/layers/keras/layer_norm.py	167
easy_rec/python/layers/keras/transformer.py	150
easy_rec/python/layers/keras/multi_task.py	106
easy_rec/python/layers/keras/multi_head_attention.py	396
easy_rec/python/layers/keras/ppnet.py	158
easy_rec/python/layers/keras/embedding.py	68
easy_rec/python/layers/keras/einsum_dense.py	430
easy_rec/python/layers/keras/fibinet.py	160
easy_rec/python/layers/keras/activation.py	71
easy_rec/python/layers/keras/blocks.py	217
easy_rec/python/layers/keras/data_augment.py	100
easy_rec/python/layers/senet.py	45
easy_rec/python/layers/capsule_layer.py	121
easy_rec/python/layers/__init__.py	1
easy_rec/python/layers/multihead_attention.py	86
easy_rec/python/layers/input_layer.py	270
easy_rec/python/layers/cmbf.py	318
easy_rec/python/layers/seq_input_layer.py	113
easy_rec/python/layers/layer_norm.py	41
easy_rec/python/layers/multihead_cross_attention.py	391
easy_rec/python/layers/fm.py	13
easy_rec/python/layers/backbone.py	511
easy_rec/python/layers/common_layers.py	162
easy_rec/python/layers/variational_dropout_layer.py	100
easy_rec/python/layers/mmoe.py	58
easy_rec/python/layers/sequence_feature_layer.py	216
easy_rec/python/layers/uniter.py	259
easy_rec/python/layers/utils.py	186
easy_rec/python/layers/dnn.py	64
easy_rec/python/layers/embed_input_layer.py	17
easy_rec/python/builders/strategy_builder.py	30
easy_rec/python/builders/__init__.py	1
easy_rec/python/builders/loss_builder.py	306
easy_rec/python/builders/optimizer_builder.py	146
easy_rec/python/builders/hyperparams_builder.py	33
easy_rec/python/compat/adam_s.py	138
easy_rec/python/compat/sync_replicas_optimizer.py	227
easy_rec/python/compat/exporter.py	220
easy_rec/python/compat/__init__.py	1
easy_rec/python/compat/optimizers.py	400
easy_rec/python/compat/regularizers.py	94
easy_rec/python/compat/queues.py	235
easy_rec/python/compat/embedding_parallel_saver.py	276
easy_rec/python/compat/feature_column/feature_column.py	1885
easy_rec/python/compat/feature_column/__init__.py	1
easy_rec/python/compat/feature_column/feature_column_v2.py	2614
easy_rec/python/compat/feature_column/sequence_feature_column.py	236
easy_rec/python/compat/feature_column/utils.py	74
easy_rec/python/compat/estimator_train.py	78
easy_rec/python/compat/sok_optimizer.py	308
easy_rec/python/compat/embedding_ops.py	91
easy_rec/python/compat/ops.py	10
easy_rec/python/compat/array_ops.py	102
easy_rec/python/compat/layers.py	151
easy_rec/python/compat/early_stopping.py	324
easy_rec/python/compat/weight_decay_optimizers.py	148
easy_rec/python/compat/dynamic_variable.py	340
easy_rec/python/feature_column/feature_column.py	525
easy_rec/python/feature_column/__init__.py	1
easy_rec/python/feature_column/feature_group.py	49
easy_rec/python/export.py	125
easy_rec/python/main.py	639
easy_rec/python/core/easyrec_metrics/__init__.py	20
easy_rec/python/core/easyrec_metrics/distribute_metrics_impl_pai.py	1441
easy_rec/python/core/easyrec_metrics/distribute_metrics_impl_tf.py	1478
easy_rec/python/core/__init__.py	1
easy_rec/python/core/sampler.py	637
easy_rec/python/core/metrics.py	297
easy_rec/python/core/learning_schedules.py	103
easy_rec/python/protos/tf_predict.proto	83
easy_rec/python/protos/data_source.proto	40
easy_rec/python/protos/dcn.proto	15
easy_rec/python/protos/keras_layer.proto	39
easy_rec/python/protos/eval.proto	75
easy_rec/python/protos/wide_and_deep.proto	11
easy_rec/python/protos/uniter.proto	31
easy_rec/python/protos/__init__.py	1
easy_rec/python/protos/cmbf.proto	47
easy_rec/python/protos/esmm.proto	9
easy_rec/python/protos/deepfm.proto	13
easy_rec/python/protos/multi_tower.proto	20
easy_rec/python/protos/ple.proto	25
easy_rec/python/protos/dlrm.proto	14
easy_rec/python/protos/pipeline.proto	51
easy_rec/python/protos/simi.proto	7
easy_rec/python/protos/mmoe.proto	20
easy_rec/python/protos/train.proto	142
easy_rec/python/protos/fm.proto	6
easy_rec/python/protos/dataset.proto	273
easy_rec/python/protos/seq_encoder.proto	102
easy_rec/python/protos/collaborative_metric_learning.proto	19
easy_rec/python/protos/dbmtl.proto	22
easy_rec/python/protos/mind.proto	57
easy_rec/python/protos/tower.proto	77
easy_rec/python/protos/easy_rec_model.proto	140
easy_rec/python/protos/predict.proto	55
easy_rec/python/protos/rocket_launching.proto	13
easy_rec/python/protos/pdn.proto	34
easy_rec/python/protos/export.proto	50
easy_rec/python/protos/backbone.proto	105
easy_rec/python/protos/multi_tower_recall.proto	14
easy_rec/python/protos/dat.proto	20
easy_rec/python/protos/feature_config.proto	139
easy_rec/python/protos/layer.proto	131
easy_rec/python/protos/hyperparams.proto	49
easy_rec/python/protos/optimizer.proto	147
easy_rec/python/protos/hive_config.proto	13
easy_rec/python/protos/autoint.proto	11
easy_rec/python/protos/simple_multi_task.proto	7
easy_rec/python/protos/dssm.proto	20
easy_rec/python/protos/variational_dropout.proto	8
easy_rec/python/protos/dssm_senet.proto	22
easy_rec/python/protos/loss.proto	121
easy_rec/python/protos/dnn.proto	30
easy_rec/python/protos/dropoutnet.proto	16
easy_rec/python/train_eval.py	176
easy_rec/python/ops/1.15/__init__.py	1
easy_rec/python/ops/__init__.py	1
easy_rec/python/ops/src/load_kv_embed.cc	163
easy_rec/python/ops/src/load_dense_embed.cc	133
easy_rec/python/ops/gen_str_avx_op.py	21
easy_rec/python/ops/incr_record.py	25
easy_rec/python/ops/1.12/__init__.py	1
easy_rec/python/ops/gen_kafka_ops.py	127
easy_rec/python/ops/1.12_pai/__init__.py	1
easy_rec/python/eval.py	83
easy_rec/python/hpo/generate_hpo_sql.py	63
easy_rec/python/hpo/emr_hpo.py	117
easy_rec/python/hpo/__init__.py	1
easy_rec/python/hpo/pai_hpo.py	251
easy_rec/python/loss/zero_inflated_lognormal.py	38
easy_rec/python/loss/pairwise_loss.py	214
easy_rec/python/loss/__init__.py	1
easy_rec/python/loss/circle_loss.py	41
easy_rec/python/loss/f1_reweight_loss.py	31
easy_rec/python/loss/jrc_loss.py	91
easy_rec/python/loss/multi_similarity.py	46
easy_rec/python/loss/listwise_loss.py	108
easy_rec/python/loss/contrastive_loss.py	42
easy_rec/python/loss/softmax_loss_with_negative_mining.py	65
easy_rec/python/loss/focal_loss.py	49
easy_rec/version.py	1
setup.py	52
git-lfs/git_lfs.py	470
setup.cfg	29