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# Description:
# Optimization routines.
licenses(["notice"]) # Apache 2.0
exports_files(["LICENSE"])
package(default_visibility = ["//tensorflow:__subpackages__"])
load("//tensorflow:tensorflow.bzl", "py_test")
load("//tensorflow:tensorflow.bzl", "tf_py_test")
py_library(
name = "opt_py",
srcs = [
"__init__.py",
"python/training/adamax.py",
"python/training/addsign.py",
"python/training/drop_stale_gradient_optimizer.py",
"python/training/elastic_average_optimizer.py",
"python/training/external_optimizer.py",
"python/training/lazy_adam_optimizer.py",
"python/training/model_average_optimizer.py",
"python/training/moving_average_optimizer.py",
"python/training/multitask_optimizer_wrapper.py",
"python/training/nadam_optimizer.py",
"python/training/powersign.py",
"python/training/sign_decay.py",
"python/training/variable_clipping_optimizer.py",
],
srcs_version = "PY2AND3",
deps = [
"//tensorflow/python:array_ops",
"//tensorflow/python:clip_ops",
"//tensorflow/python:control_flow_ops",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:gradients",
"//tensorflow/python:init_ops",
"//tensorflow/python:math_ops",
"//tensorflow/python:platform",
"//tensorflow/python:state_ops",
"//tensorflow/python:summary",
"//tensorflow/python:training",
"//tensorflow/python:util",
"//tensorflow/python:variable_scope",
"//tensorflow/python:variables",
"//tensorflow/python/eager:context",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_test(
name = "adamax_test",
srcs = ["python/training/adamax_test.py"],
srcs_version = "PY2AND3",
deps = [
":opt_py",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:math_ops",
"//tensorflow/python:training",
"//third_party/py/numpy",
],
)
py_test(
name = "external_optimizer_test",
srcs = ["python/training/external_optimizer_test.py"],
srcs_version = "PY2AND3",
tags = [
"no-internal-py3",
],
deps = [
":opt_py",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:extra_py_tests_deps",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:math_ops",
"//tensorflow/python:random_ops",
"//tensorflow/python:variables",
"//third_party/py/numpy",
],
)
py_test(
name = "moving_average_optimizer_test",
srcs = ["python/training/moving_average_optimizer_test.py"],
srcs_version = "PY2AND3",
tags = [
"notsan", # b/31055119
],
deps = [
":opt_py",
"//tensorflow/python:client_testlib",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:training",
"//tensorflow/python:variables",
"@six_archive//:six",
],
)
tf_py_test(
name = "variable_clipping_optimizer_test",
srcs = ["python/training/variable_clipping_optimizer_test.py"],
additional_deps = [
":opt_py",
"//third_party/py/numpy",
"//tensorflow/python:client_testlib",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:session",
"//tensorflow/python:training",
"//tensorflow/python:variables",
],
grpc_enabled = True,
tags = [
"manual", # Flaky: b/29892493
"notap", # data race due to b/62910646
],
)
py_test(
name = "multitask_optimizer_wrapper_test",
srcs = ["python/training/multitask_optimizer_wrapper_test.py"],
srcs_version = "PY2AND3",
deps = [
":opt_py",
"//tensorflow/python:client",
"//tensorflow/python:client_testlib",
"//tensorflow/python:constant_op",
"//tensorflow/python:dtypes",
"//tensorflow/python:training",
"//tensorflow/python:variables",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_test(
name = "lazy_adam_optimizer_test",
srcs = ["python/training/lazy_adam_optimizer_test.py"],
srcs_version = "PY2AND3",
deps = [
":opt_py",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:constant_op",
"//tensorflow/python:dtypes",
"//tensorflow/python:framework_ops",
"//tensorflow/python:math_ops",
"//tensorflow/python:variables",
"//third_party/py/numpy",
],
)
py_test(
name = "nadam_optimizer_test",
srcs = ["python/training/nadam_optimizer_test.py"],
srcs_version = "PY2AND3",
deps = [
":opt_py",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:constant_op",
"//tensorflow/python:dtypes",
"//tensorflow/python:framework_ops",
"//tensorflow/python:math_ops",
"//tensorflow/python:resource_variable_ops",
"//tensorflow/python:session",
"//tensorflow/python:variables",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "drop_stale_gradient_optimizer_test",
srcs = ["python/training/drop_stale_gradient_optimizer_test.py"],
additional_deps = [
":opt_py",
"//third_party/py/numpy",
"//tensorflow/python:client",
"//tensorflow/python:client_testlib",
"//tensorflow/python:data_flow_ops",
"//tensorflow/python:dtypes",
"//tensorflow/python:framework_ops",
"//tensorflow/python:math_ops",
"//tensorflow/python:session",
"//tensorflow/python:training",
"//tensorflow/python:variables",
],
grpc_enabled = True,
tags = [
"no_oss", # Flaky due to port collisions
],
)
tf_py_test(
name = "elastic_average_optimizer_test",
srcs = ["python/training/elastic_average_optimizer_test.py"],
additional_deps = [
":opt_py",
"//tensorflow/python:client",
"//tensorflow/python:client_testlib",
"//tensorflow/python:array_ops",
"//tensorflow/python:variables",
"//tensorflow/python:framework",
"//tensorflow/python:platform",
"//tensorflow/python:training",
"//tensorflow/python:ops",
"//tensorflow/python:framework_for_generated_wrappers",
"//third_party/py/numpy",
],
)
tf_py_test(
name = "model_average_optimizer_test",
srcs = ["python/training/model_average_optimizer_test.py"],
additional_deps = [
":opt_py",
"//tensorflow/python:client",
"//tensorflow/python:client_testlib",
"//tensorflow/python:array_ops",
"//tensorflow/python:variables",
"//tensorflow/python:framework",
"//tensorflow/python:platform",
"//tensorflow/python:training",
"//tensorflow/python:ops",
"//tensorflow/python:framework_for_generated_wrappers",
"//third_party/py/numpy",
],
tags = [
"notap", # This test launches local server.
],
)
py_test(
name = "sign_decay_test",
srcs = ["python/training/sign_decay_test.py"],
srcs_version = "PY2AND3",
deps = [
":opt_py",
"//tensorflow/python:client_testlib",
],
)
py_test(
name = "addsign_test",
srcs = ["python/training/addsign_test.py"],
srcs_version = "PY2AND3",
deps = [
":opt_py",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:constant_op",
"//tensorflow/python:dtypes",
"//tensorflow/python:framework_ops",
"//tensorflow/python:math_ops",
"//tensorflow/python:resource_variable_ops",
"//tensorflow/python:session",
"//tensorflow/python:variables",
"//third_party/py/numpy",
],
)
py_test(
name = "powersign_test",
srcs = ["python/training/powersign_test.py"],
srcs_version = "PY2AND3",
deps = [
":opt_py",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:constant_op",
"//tensorflow/python:dtypes",
"//tensorflow/python:framework_ops",
"//tensorflow/python:math_ops",
"//tensorflow/python:resource_variable_ops",
"//tensorflow/python:session",
"//tensorflow/python:variables",
"//third_party/py/numpy",
],
)
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