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# Description:
# Contains ops for iterative solvers for linear systems, linear least-squares
# problems, singular value decomposition and eigenvalue decomposition.
licenses(["notice"]) # Apache 2.0
exports_files(["LICENSE"])
package(default_visibility = ["//tensorflow:__subpackages__"])
load("//tensorflow:tensorflow.bzl", "cuda_py_test")
py_library(
name = "solvers_py",
srcs = ["__init__.py"] + glob(["python/ops/*.py"]),
srcs_version = "PY2AND3",
deps = [
"//tensorflow/python:array_ops",
"//tensorflow/python:control_flow_ops",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:math_ops",
"//tensorflow/python:nn_ops",
"//tensorflow/python:random_ops",
"//tensorflow/python:tensor_array_ops",
],
)
# Ops tests
cuda_py_test(
name = "lanczos_test",
srcs = [
"python/kernel_tests/lanczos_test.py",
],
additional_deps = [
":solvers_py",
"//third_party/py/numpy",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:math_ops",
"//tensorflow/python:platform_test",
],
shard_count = 4,
)
cuda_py_test(
name = "least_squares_test",
srcs = [
"python/kernel_tests/least_squares_test.py",
],
additional_deps = [
":solvers_py",
"//third_party/py/numpy",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:platform_test",
],
shard_count = 4,
)
cuda_py_test(
name = "linear_equations_test",
srcs = [
"python/kernel_tests/linear_equations_test.py",
],
additional_deps = [
":solvers_py",
"//third_party/py/numpy",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:platform_test",
],
shard_count = 4,
)
cuda_py_test(
name = "util_test",
srcs = [
"python/kernel_tests/util_test.py",
],
additional_deps = [
":solvers_py",
"//third_party/py/numpy",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:platform_test",
],
)
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