| # Description: |
| # Contains ops for statistical distributions (with pdf, cdf, sample, etc...). |
| # APIs here are meant to evolve over time. |
| |
| load("//tensorflow:tensorflow.bzl", "cuda_py_test") |
| |
| package( |
| default_visibility = [ |
| "//learning/brain/contrib/bayesflow:__subpackages__", |
| "//tensorflow:__subpackages__", |
| ], |
| licenses = ["notice"], # Apache 2.0 |
| ) |
| |
| exports_files(["LICENSE"]) |
| |
| py_library( |
| name = "bijectors_py", |
| srcs = glob(["python/ops/bijectors/*.py"]), |
| deprecation = ("TensorFlow Distributions has migrated to " + |
| "TensorFlow Probability " + |
| "(https://github.com/tensorflow/probability). " + |
| "Deprecated copies remaining in tf.contrib.distributions " + |
| "are unmaintained, unsupported, and will be removed by " + |
| "late 2018. You should update all usage of " + |
| "`tf.contrib.distributions` to `tfp.distributions`."), |
| srcs_version = "PY2AND3", |
| deps = [ |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:check_ops", |
| "//tensorflow/python:clip_ops", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:init_ops", |
| "//tensorflow/python:layers", |
| "//tensorflow/python:linalg_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:template", |
| "//tensorflow/python:tensor_util", |
| "//tensorflow/python:util", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python/ops/distributions", |
| "//tensorflow/python/ops/linalg", |
| "//third_party/py/numpy", |
| ], |
| ) |
| |
| py_library( |
| name = "distributions_py", |
| srcs = ["__init__.py"] + glob(["python/ops/*.py"]), |
| deprecation = ("TensorFlow Distributions has migrated to " + |
| "TensorFlow Probability " + |
| "(https://github.com/tensorflow/probability). " + |
| "Deprecated copies remaining in tf.contrib.distributions " + |
| "are unmaintained, unsupported, and will be removed by " + |
| "late 2018. You should update all usage of " + |
| "`tf.contrib.distributions` to `tfp.distributions`."), |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":bijectors_py", |
| "//tensorflow/contrib/framework:framework_py", |
| "//tensorflow/contrib/learn", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:check_ops", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:data_flow_ops", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:histogram_ops", |
| "//tensorflow/python:init_ops", |
| "//tensorflow/python:linalg_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:nn", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:random_ops", |
| "//tensorflow/python:state_ops", |
| "//tensorflow/python:tensor_util", |
| "//tensorflow/python:util", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/ops/distributions", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python/ops/signal", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "estimator_test", |
| size = "small", |
| srcs = ["python/kernel_tests/estimator_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/contrib/learn", |
| "//tensorflow/contrib/learn:head_test_lib", |
| "//tensorflow/python/ops/distributions", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:session", |
| ], |
| tags = ["no_pip"], # contrib/learn:head_test is not available in pip. |
| ) |
| |
| cuda_py_test( |
| name = "distribution_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/distribution_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:platform_test", |
| "//tensorflow/python:random_ops", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "conditional_distribution_test", |
| size = "medium", |
| srcs = [ |
| "python/kernel_tests/conditional_distribution_test.py", |
| "python/kernel_tests/distribution_test.py", |
| ], |
| additional_deps = [ |
| ":distributions_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:platform_test", |
| "//tensorflow/python:random_ops", |
| ], |
| tags = ["no_pip"], |
| ) |
| |
| cuda_py_test( |
| name = "autoregressive_test", |
| size = "small", |
| srcs = ["python/kernel_tests/autoregressive_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:platform_test", |
| ], |
| tags = [ |
| "no_oss", # b/134605801 |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "binomial_test", |
| size = "small", |
| srcs = ["python/kernel_tests/binomial_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:platform_test", |
| ], |
| tags = ["notap"], |
| ) |
| |
| cuda_py_test( |
| name = "cauchy_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/cauchy_test.py"], |
| additional_deps = [ |
| ":distributions_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:gradients", |
| "//tensorflow/python:platform_test", |
| "//tensorflow/python:variables", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "chi2_test", |
| srcs = ["python/kernel_tests/chi2_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "deterministic_test", |
| size = "small", |
| srcs = ["python/kernel_tests/deterministic_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "geometric_test", |
| size = "small", |
| srcs = ["python/kernel_tests/geometric_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "half_normal_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/half_normal_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:gradients", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:platform_test", |
| "//tensorflow/python:variables", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "inverse_gamma_test", |
| srcs = ["python/kernel_tests/inverse_gamma_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "kumaraswamy_test", |
| srcs = ["python/kernel_tests/kumaraswamy_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| tags = [ |
| # TODO(b/134605801): Re-enable this test. |
| "no_oss", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "moving_stats_test", |
| size = "small", |
| srcs = ["python/kernel_tests/moving_stats_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| tags = [ |
| "nomsan", # disable to avoid false positives from scipy. |
| "notap", # TODO(b/130421237) |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "mvn_diag_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/mvn_diag_test.py"], |
| additional_deps = [ |
| ":distributions_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:nn_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "mvn_diag_plus_low_rank_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/mvn_diag_plus_low_rank_test.py"], |
| additional_deps = [ |
| ":distributions_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:nn_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "mvn_full_covariance_test", |
| size = "small", |
| srcs = ["python/kernel_tests/mvn_full_covariance_test.py"], |
| additional_deps = [ |
| ":distributions_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:nn_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "mvn_tril_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/mvn_tril_test.py"], |
| additional_deps = [ |
| ":distributions_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:nn_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| tags = ["nomsan"], |
| ) |
| |
| cuda_py_test( |
| name = "mixture_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/mixture_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/core:protos_all_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:platform_test", |
| "//tensorflow/python:random_ops", |
| "//tensorflow/python:variables", |
| ], |
| shard_count = 4, |
| ) |
| |
| cuda_py_test( |
| name = "mixture_same_family_test", |
| size = "small", |
| srcs = ["python/kernel_tests/mixture_same_family_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:client_testlib", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "negative_binomial_test", |
| size = "small", |
| srcs = ["python/kernel_tests/negative_binomial_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "poisson_test", |
| size = "small", |
| srcs = ["python/kernel_tests/poisson_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "poisson_lognormal_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/poisson_lognormal_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "sinh_arcsinh_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/sinh_arcsinh_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "independent_test", |
| size = "small", |
| srcs = ["python/kernel_tests/independent_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:platform_test", |
| ], |
| tags = ["no_windows"], # TODO: needs investigation on Windows |
| ) |
| |
| cuda_py_test( |
| name = "batch_reshape_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/batch_reshape_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "sample_stats_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/sample_stats_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:spectral_ops_test_util", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:nn_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| tags = ["nomsan"], # disable to avoid false positives from scipy. |
| xla_enable_strict_auto_jit = False, |
| ) |
| |
| cuda_py_test( |
| name = "seed_stream_test", |
| size = "small", |
| srcs = ["python/kernel_tests/seed_stream_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//tensorflow/python:client_testlib", |
| ], |
| tags = [ |
| "no_oss", # b/134605801 |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "statistical_testing_test", |
| size = "medium", |
| srcs = [ |
| "python/kernel_tests/statistical_testing_test.py", |
| ], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client_testlib", |
| ], |
| shard_count = 4, |
| ) |
| |
| cuda_py_test( |
| name = "vector_sinh_arcsinh_diag_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/vector_sinh_arcsinh_diag_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "vector_exponential_diag_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/vector_exponential_diag_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "vector_laplace_diag_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/vector_laplace_diag_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "vector_student_t_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/vector_student_t_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "wishart_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/wishart_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//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", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "normal_conjugate_posteriors_test", |
| size = "small", |
| srcs = ["python/kernel_tests/normal_conjugate_posteriors_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "quantized_distribution_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/quantized_distribution_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:gradients", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| "//tensorflow/python:variables", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "logistic_test", |
| size = "small", |
| srcs = ["python/kernel_tests/logistic_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "relaxed_bernoulli_test", |
| size = "small", |
| srcs = ["python/kernel_tests/relaxed_bernoulli_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "onehot_categorical_test", |
| size = "small", |
| srcs = ["python/kernel_tests/onehot_categorical_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "relaxed_onehot_categorical_test", |
| size = "small", |
| srcs = ["python/kernel_tests/relaxed_onehot_categorical_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "transformed_distribution_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/transformed_distribution_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "vector_diffeomixture_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/vector_diffeomixture_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python/ops/linalg", |
| ], |
| shard_count = 4, |
| tags = ["noasan"], # times out, http://b/78588814 |
| ) |
| |
| cuda_py_test( |
| name = "conditional_transformed_distribution_test", |
| size = "medium", |
| srcs = [ |
| "python/kernel_tests/conditional_transformed_distribution_test.py", |
| "python/kernel_tests/transformed_distribution_test.py", |
| ], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| tags = ["no_pip"], |
| ) |
| |
| cuda_py_test( |
| name = "distribution_util_test", |
| size = "small", |
| srcs = ["python/kernel_tests/distribution_util_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:gradients", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "shape_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/shape_test.py"], |
| additional_deps = [ |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| # === Bijector Tests ========================================================== |
| |
| cuda_py_test( |
| name = "conditional_bijector_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/conditional_bijector_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "absolute_value_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/absolute_value_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//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", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "affine_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/bijectors/affine_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//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 = 10, |
| tags = ["noasan"], # times out b/63678675 |
| ) |
| |
| cuda_py_test( |
| name = "affine_scalar_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/affine_scalar_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "affine_linear_operator_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/affine_linear_operator_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "batch_normalization_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/bijectors/batch_normalization_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_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", |
| ], |
| tags = ["optonly"], |
| ) |
| |
| cuda_py_test( |
| name = "chain_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/chain_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "cholesky_outer_product_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/cholesky_outer_product_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "exp_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/exp_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "fill_triangular_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/fill_triangular_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "gumbel_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/gumbel_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "inline_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/inline_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "invert_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/invert_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "kumaraswamy_bijector_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/kumaraswamy_bijector_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "masked_autoregressive_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/masked_autoregressive_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_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", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "matrix_inverse_tril_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/bijectors/matrix_inverse_tril_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "real_nvp_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/real_nvp_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_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", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "permute_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/permute_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_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", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "power_transform_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/power_transform_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "reshape_test", |
| size = "medium", |
| srcs = ["python/kernel_tests/bijectors/reshape_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_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", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "scale_tril_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/scale_tril_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "sigmoid_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/sigmoid_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| # Tests for SinhArcSinh bijector. The file name has the extra "_bijector" to |
| # avoid BUILD rule name conflicts with the distribution by the same name. |
| cuda_py_test( |
| name = "sinh_arcsinh_bijector_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/sinh_arcsinh_bijector_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| tags = ["no_windows"], # TODO: needs investigation on Windows |
| ) |
| |
| cuda_py_test( |
| name = "softmax_centered_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/softmax_centered_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "softplus_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/softplus_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "softsign_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/softsign_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "square_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/square_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "transform_diagonal_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/transform_diagonal_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "weibull_test", |
| size = "small", |
| srcs = ["python/kernel_tests/bijectors/weibull_test.py"], |
| additional_deps = [ |
| ":bijectors_py", |
| ":distributions_py", |
| "//third_party/py/numpy", |
| "@six_archive//:six", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python/ops/linalg", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_for_generated_wrappers", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:platform_test", |
| ], |
| ) |
