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# Tensorflow code for training random forests.
licenses(["notice"]) # Apache 2.0
exports_files(["LICENSE"])
package(default_visibility = ["//tensorflow:__subpackages__"])
load("//tensorflow:tensorflow.bzl", "tf_custom_op_library")
filegroup(
name = "all_files",
srcs = glob(
["**/*"],
exclude = [
"**/METADATA",
"**/OWNERS",
],
),
)
cc_library(
name = "tree_utils",
srcs = ["core/ops/tree_utils.cc"],
hdrs = [
"core/ops/tree_utils.h",
],
deps = [
"//google/protobuf",
"//tensorflow/core:framework_headers_lib",
"//third_party/eigen3",
],
)
tf_custom_op_library(
name = "python/ops/_inference_ops.so",
srcs = [
"core/ops/tree_predictions_op.cc",
],
deps = [":tree_utils"],
)
tf_custom_op_library(
name = "python/ops/_training_ops.so",
srcs = [
"core/ops/best_splits_op.cc",
"core/ops/count_extremely_random_stats_op.cc",
"core/ops/finished_nodes_op.cc",
"core/ops/grow_tree_op.cc",
"core/ops/sample_inputs_op.cc",
"core/ops/scatter_add_ndim_op.cc",
"core/ops/update_fertile_slots_op.cc",
],
deps = [":tree_utils"],
)
py_library(
name = "ops_lib",
srcs = [
"__init__.py",
"python/ops/inference_ops.py",
"python/ops/training_ops.py",
],
data = [
"python/ops/_inference_ops.so",
"python/ops/_training_ops.so",
],
srcs_version = "PY2AND3",
)
py_test(
name = "best_splits_op_test",
size = "small",
srcs = ["python/kernel_tests/best_splits_op_test.py"],
srcs_version = "PY2AND3",
deps = [
":ops_lib",
"//tensorflow:tensorflow_py",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:platform_test",
],
)
py_test(
name = "count_extremely_random_stats_op_test",
size = "small",
srcs = ["python/kernel_tests/count_extremely_random_stats_op_test.py"],
srcs_version = "PY2AND3",
deps = [
":ops_lib",
"//tensorflow:tensorflow_py",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:platform_test",
],
)
py_test(
name = "grow_tree_op_test",
size = "small",
srcs = ["python/kernel_tests/grow_tree_op_test.py"],
srcs_version = "PY2AND3",
deps = [
":ops_lib",
"//tensorflow:tensorflow_py",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:platform_test",
],
)
py_test(
name = "finished_nodes_op_test",
size = "small",
srcs = ["python/kernel_tests/finished_nodes_op_test.py"],
srcs_version = "PY2AND3",
deps = [
":ops_lib",
"//tensorflow:tensorflow_py",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:platform_test",
],
)
py_test(
name = "sample_inputs_op_test",
size = "small",
srcs = ["python/kernel_tests/sample_inputs_op_test.py"],
srcs_version = "PY2AND3",
deps = [
":ops_lib",
"//tensorflow:tensorflow_py",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:platform_test",
],
)
py_test(
name = "scatter_add_ndim_op_test",
size = "small",
srcs = ["python/kernel_tests/scatter_add_ndim_op_test.py"],
srcs_version = "PY2AND3",
deps = [
":ops_lib",
"//tensorflow:tensorflow_py",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:platform_test",
],
)
py_test(
name = "tree_predictions_op_test",
size = "small",
srcs = ["python/kernel_tests/tree_predictions_op_test.py"],
srcs_version = "PY2AND3",
deps = [
":ops_lib",
"//tensorflow:tensorflow_py",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:platform_test",
],
)
py_test(
name = "update_fertile_slots_op_test",
size = "small",
srcs = ["python/kernel_tests/update_fertile_slots_op_test.py"],
srcs_version = "PY2AND3",
deps = [
":ops_lib",
"//tensorflow:tensorflow_py",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:platform_test",
],
)
py_library(
name = "tensor_forest_py",
srcs = ["python/tensor_forest.py"],
srcs_version = "PY2AND3",
deps = [
":ops_lib",
],
)
py_test(
name = "tensor_forest_test",
size = "small",
srcs = ["python/tensor_forest_test.py"],
srcs_version = "PY2AND3",
deps = [
":tensor_forest_py",
"//tensorflow:tensorflow_py",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:platform_test",
],
)
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