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# Description:
# Contains ops for evaluation metrics and summary statistics.
# APIs here are meant to evolve over time.
licenses(["notice"]) # Apache 2.0
exports_files(["LICENSE"])
package(default_visibility = [
"//engedu/ml/tf_from_scratch:__pkg__",
"//tensorflow:internal",
])
load("//tensorflow:tensorflow.bzl", "py_test")
py_library(
name = "metrics_py",
srcs = [
"__init__.py",
"python/metrics/__init__.py",
"python/metrics/classification.py",
"python/ops/confusion_matrix_ops.py",
"python/ops/histogram_ops.py",
"python/ops/metric_ops.py",
"python/ops/set_ops.py",
],
srcs_version = "PY2AND3",
deps = [
"//tensorflow/contrib/framework:framework_py",
"//tensorflow/python:array_ops",
"//tensorflow/python:check_ops",
"//tensorflow/python:confusion_matrix",
"//tensorflow/python:control_flow_ops",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:histogram_ops",
"//tensorflow/python:init_ops",
"//tensorflow/python:math_ops",
"//tensorflow/python:metrics",
"//tensorflow/python:nn",
"//tensorflow/python:nn_ops",
"//tensorflow/python:sets",
"//tensorflow/python:state_ops",
"//tensorflow/python:util",
"//tensorflow/python:variable_scope",
"//tensorflow/python:weights_broadcast_ops",
"//tensorflow/python/ops/distributions",
],
)
py_test(
name = "classification_test",
srcs = ["python/metrics/classification_test.py"],
srcs_version = "PY2AND3",
deps = [
":metrics_py",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:framework_for_generated_wrappers",
],
)
py_test(
name = "histogram_ops_test",
size = "medium",
srcs = ["python/kernel_tests/histogram_ops_test.py"],
srcs_version = "PY2AND3",
deps = [
":metrics_py",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:variables",
"//third_party/py/numpy",
],
)
py_test(
name = "metric_ops_test",
srcs = ["python/ops/metric_ops_test.py"],
shard_count = 30,
srcs_version = "PY2AND3",
tags = ["noasan"], # times out b/63678675
deps = [
":metrics_py",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:data_flow_ops",
"//tensorflow/python:errors",
"//tensorflow/python:framework",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:math_ops",
"//tensorflow/python:platform_test",
"//tensorflow/python:random_ops",
"//tensorflow/python:sparse_tensor",
"//tensorflow/python:variables",
"//third_party/py/numpy",
],
)
py_test(
name = "metric_ops_large_test",
size = "large",
srcs = ["python/ops/metric_ops_large_test.py"],
srcs_version = "PY2AND3",
tags = ["noasan"], # times out b/63678675
deps = [
":metrics_py",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:data_flow_ops",
"//tensorflow/python:errors",
"//tensorflow/python:framework",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:math_ops",
"//tensorflow/python:platform_test",
"//tensorflow/python:random_ops",
"//tensorflow/python:sparse_tensor",
"//tensorflow/python:variables",
"//third_party/py/numpy",
],
)
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