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|
# TensorFlow code for training random forests.
load("//tensorflow:tensorflow.bzl", "tf_cc_test")
load("//tensorflow/core:platform/default/build_config_root.bzl", "if_static")
package(
default_visibility = ["//visibility:public"],
)
licenses(["notice"]) # Apache 2.0
exports_files(["LICENSE"])
filegroup(
name = "all_files",
srcs = glob(["**/*"]),
)
DECISION_TREE_RESOURCE_DEPS = [
":decision_node_evaluator",
":input_data",
":leaf_model_operators",
"//tensorflow/core:framework_headers_lib",
] + if_static(
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc",
],
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc_headers_only",
],
)
cc_library(
name = "decision-tree-resource",
hdrs = ["decision-tree-resource.h"],
deps = DECISION_TREE_RESOURCE_DEPS + if_static([":decision-tree-resource_impl"]),
)
cc_library(
name = "decision-tree-resource_impl",
srcs = ["decision-tree-resource.cc"],
hdrs = ["decision-tree-resource.h"],
deps = DECISION_TREE_RESOURCE_DEPS,
)
cc_library(
name = "fertile-stats-resource",
srcs = ["fertile-stats-resource.cc"],
hdrs = ["fertile-stats-resource.h"],
deps = [
":decision_node_evaluator",
":input_data",
":input_target",
":leaf_model_operators",
":split_collection_operators",
"//tensorflow/core:framework_headers_lib",
] + if_static(
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc",
],
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc_headers_only",
],
),
)
cc_library(
name = "input_data",
srcs = ["input_data.cc"],
hdrs = ["input_data.h"],
deps = [
"//tensorflow/contrib/tensor_forest:tree_utils",
"//tensorflow/core:framework_headers_lib",
] + if_static(
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_extensions_cc",
],
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc_headers_only",
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_extensions_cc_headers_only",
],
),
)
cc_library(
name = "input_target",
hdrs = ["input_target.h"],
deps = [
"//tensorflow/core:framework_headers_lib",
"//third_party/eigen3",
],
)
cc_library(
name = "leaf_model_operators",
srcs = ["leaf_model_operators.cc"],
hdrs = ["leaf_model_operators.h"],
deps = [
":input_target",
":params",
] + if_static(
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc",
],
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc_headers_only",
],
),
)
tf_cc_test(
name = "leaf_model_operators_test",
srcs = ["leaf_model_operators_test.cc"],
deps = [
":leaf_model_operators",
":test_utils",
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_extensions_cc",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc",
"//tensorflow/core",
"//tensorflow/core:lib",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
],
)
cc_library(
name = "grow_stats",
srcs = ["grow_stats.cc"],
hdrs = ["grow_stats.h"],
deps = [
":decision_node_evaluator",
":input_data",
":input_target",
":params",
":stat_utils",
"//tensorflow/contrib/tensor_forest:tree_utils",
"//tensorflow/core:framework_headers_lib",
] + if_static(
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc",
],
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc_headers_only",
],
),
)
tf_cc_test(
name = "grow_stats_test",
srcs = ["grow_stats_test.cc"],
deps = [
":grow_stats",
":test_utils",
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_extensions_cc",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc",
"//tensorflow/core",
"//tensorflow/core:lib",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
],
)
cc_library(
name = "candidate_graph_runner",
srcs = ["candidate_graph_runner.cc"],
hdrs = ["candidate_graph_runner.h"],
deps = [
":input_data",
":input_target",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
] + if_static(
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc",
],
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc_headers_only",
],
),
)
cc_library(
name = "decision_node_evaluator",
srcs = ["decision_node_evaluator.cc"],
hdrs = ["decision_node_evaluator.h"],
deps = [
":input_data",
"//tensorflow/core:framework_headers_lib",
] + if_static(
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_extensions_cc",
],
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc_headers_only",
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_extensions_cc_headers_only",
],
),
)
tf_cc_test(
name = "decision_node_evaluator_test",
srcs = ["decision_node_evaluator_test.cc"],
deps = [
":decision_node_evaluator",
":test_utils",
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_extensions_cc",
"//tensorflow/core",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
],
)
cc_library(
name = "split_collection_operators",
srcs = ["split_collection_operators.cc"],
hdrs = ["split_collection_operators.h"],
deps = [
":grow_stats",
":input_data",
":input_target",
":leaf_model_operators",
":params",
":stat_utils",
"//tensorflow/contrib/tensor_forest:tree_utils",
] + if_static(
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_extensions_cc",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc",
],
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc_headers_only",
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_extensions_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc_headers_only",
],
),
)
cc_library(
name = "graph_collection_operator",
srcs = ["graph_collection_operator.cc"],
hdrs = ["graph_collection_operator.h"],
deps = [
":candidate_graph_runner",
":grow_stats",
":input_data",
":input_target",
":leaf_model_operators",
":params",
":split_collection_operators",
"//tensorflow/contrib/tensor_forest:tree_utils",
] + if_static(
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc",
],
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc_headers_only",
],
),
)
cc_library(
name = "stat_utils",
srcs = ["stat_utils.cc"],
hdrs = ["stat_utils.h"],
deps = [
"//tensorflow/core:framework_headers_lib",
] + if_static(
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc",
],
[
"//third_party/eigen3",
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:fertile_stats_proto_cc_headers_only",
],
),
)
cc_library(
name = "test_utils",
hdrs = ["test_utils.h"],
deps = [
":input_data",
":input_target",
],
)
cc_library(
name = "params",
srcs = ["params.cc"],
hdrs = ["params.h"],
deps = [
"//third_party/eigen3",
"//tensorflow/core:framework_headers_lib",
] + if_static(
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc",
],
[
"//tensorflow/contrib/decision_trees/proto:generic_tree_model_cc_headers_only",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc_headers_only",
],
),
)
tf_cc_test(
name = "params_test",
srcs = ["params_test.cc"],
deps = [
":params",
"//tensorflow/contrib/tensor_forest/proto:tensor_forest_params_proto_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
],
)
|
