| # This directory contains estimators to train and run inference on |
| # gradient boosted trees on top of TensorFlow. |
| licenses(["notice"]) # Apache 2.0 |
| |
| exports_files(["LICENSE"]) |
| |
| package( |
| default_visibility = ["//visibility:public"], |
| ) |
| |
| load("//tensorflow:tensorflow.bzl", "py_test") |
| |
| py_library( |
| name = "init_py", |
| srcs = ["__init__.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":custom_export_strategy", |
| ":custom_loss_head", |
| ":distillation_loss", |
| ":estimator", |
| ":model", |
| ":trainer_hooks", |
| ], |
| ) |
| |
| py_library( |
| name = "model", |
| srcs = ["model.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":estimator_utils", |
| ":trainer_hooks", |
| "//tensorflow/contrib/boosted_trees:gbdt_batch", |
| "//tensorflow/contrib/boosted_trees:model_ops_py", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:state_ops", |
| "//tensorflow/python:training_util", |
| ], |
| ) |
| |
| py_library( |
| name = "trainer_hooks", |
| srcs = ["trainer_hooks.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| "//tensorflow/contrib/learn", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:platform", |
| "//tensorflow/python:training", |
| ], |
| ) |
| |
| py_library( |
| name = "estimator_utils", |
| srcs = ["estimator_utils.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| "//tensorflow/contrib/learn", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:framework_ops", |
| ], |
| ) |
| |
| py_test( |
| name = "trainer_hooks_test", |
| size = "small", |
| srcs = ["trainer_hooks_test.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":trainer_hooks", |
| "//tensorflow/contrib/framework:framework_py", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:platform_test", |
| "//tensorflow/python:session", |
| "//tensorflow/python:state_ops", |
| "//tensorflow/python:training", |
| "//tensorflow/python:variables", |
| ], |
| ) |
| |
| py_library( |
| name = "custom_loss_head", |
| srcs = ["custom_loss_head.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| "//tensorflow/contrib/learn", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:math_ops", |
| ], |
| ) |
| |
| py_library( |
| name = "custom_export_strategy", |
| srcs = ["custom_export_strategy.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| "//tensorflow/contrib/boosted_trees:gbdt_batch", |
| "//tensorflow/contrib/boosted_trees/proto:tree_config_proto_py", |
| "//tensorflow/contrib/decision_trees/proto:generic_tree_model_extensions_py", |
| "//tensorflow/contrib/decision_trees/proto:generic_tree_model_py", |
| "//tensorflow/contrib/learn", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:platform", |
| "//tensorflow/python:session", |
| "//tensorflow/python/saved_model:loader", |
| "//tensorflow/python/saved_model:tag_constants", |
| ], |
| ) |
| |
| py_test( |
| name = "custom_export_strategy_test", |
| size = "small", |
| srcs = ["custom_export_strategy_test.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":custom_export_strategy", |
| "//tensorflow/contrib/boosted_trees/proto:tree_config_proto_py", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| py_library( |
| name = "estimator", |
| srcs = ["estimator.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":estimator_utils", |
| ":model", |
| "//tensorflow/contrib/boosted_trees:losses", |
| "//tensorflow/contrib/learn", |
| "//tensorflow/python:math_ops", |
| ], |
| ) |
| |
| py_library( |
| name = "dnn_tree_combined_estimator", |
| srcs = ["dnn_tree_combined_estimator.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":distillation_loss", |
| ":estimator_utils", |
| ":model", |
| ":trainer_hooks", |
| "//tensorflow/contrib/boosted_trees:gbdt_batch", |
| "//tensorflow/contrib/boosted_trees:model_ops_py", |
| "//tensorflow/contrib/learn", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:state_ops", |
| "//tensorflow/python:training", |
| ], |
| ) |
| |
| py_library( |
| name = "distillation_loss", |
| srcs = ["distillation_loss.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| "//tensorflow/contrib/learn", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:nn", |
| ], |
| ) |
| |
| py_test( |
| name = "dnn_tree_combined_estimator_test", |
| size = "medium", |
| srcs = ["dnn_tree_combined_estimator_test.py"], |
| srcs_version = "PY2AND3", |
| tags = [ |
| "no_gpu", |
| "no_pip_gpu", |
| "notsan", |
| ], |
| deps = [ |
| ":dnn_tree_combined_estimator", |
| "//tensorflow/contrib/boosted_trees:gbdt_batch", |
| "//tensorflow/contrib/layers:layers_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| ], |
| ) |
| |
| py_test( |
| name = "estimator_test", |
| size = "large", |
| srcs = ["estimator_test.py"], |
| srcs_version = "PY2AND3", |
| tags = [ |
| "no_gpu", |
| "no_pip_gpu", |
| "notsan", |
| ], |
| deps = [ |
| ":estimator", |
| "//tensorflow/contrib/boosted_trees:gbdt_batch", |
| "//tensorflow/contrib/layers:layers_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| ], |
| ) |