| load("//tensorflow:tensorflow.bzl", "py_test") |
| load("//tensorflow:tensorflow.bzl", "cuda_py_test") |
| |
| package( |
| default_visibility = ["//tensorflow:internal"], |
| licenses = ["notice"], # Apache 2.0 |
| ) |
| |
| py_library( |
| name = "loss_scale", |
| srcs = ["loss_scale.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:dtypes", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:util", |
| "//tensorflow/python:variable_scope", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/distribute:distribute_lib", |
| "//tensorflow/python/distribute:reduce_util", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/training/tracking:base", |
| "//tensorflow/python/util:tf_export", |
| "@six_archive//:six", |
| ], |
| ) |
| |
| py_library( |
| name = "loss_scale_optimizer", |
| srcs = ["loss_scale_optimizer.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":loss_scale", |
| "//tensorflow/python:control_flow_ops", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:math_ops", |
| "//tensorflow/python:smart_cond", |
| "//tensorflow/python/distribute:distribute_lib", |
| "//tensorflow/python/training:optimizer", |
| "//tensorflow/python/util:tf_export", |
| ], |
| ) |
| |
| py_test( |
| name = "loss_scale_optimizer_test", |
| size = "small", |
| srcs = ["loss_scale_optimizer_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":loss_scale", |
| ":loss_scale_optimizer", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:check_ops", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:framework_ops", |
| "//tensorflow/python:framework_test_lib", |
| "//tensorflow/python:gradients", |
| "//tensorflow/python:resource_variable_ops", |
| "//tensorflow/python:variables", |
| "//tensorflow/python/distribute:distribute_lib", |
| "//tensorflow/python/distribute:mirrored_strategy", |
| "//tensorflow/python/eager:context", |
| "//tensorflow/python/training:gradient_descent", |
| "//tensorflow/python/training:momentum", |
| "//tensorflow/python/training/tracking:util", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| py_test( |
| name = "loss_scale_test", |
| size = "medium", |
| srcs = ["loss_scale_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":loss_scale", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python/distribute:mirrored_strategy", |
| "//tensorflow/python/distribute:one_device_strategy", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| py_library( |
| name = "mixed_precision_global_state", |
| srcs = ["mixed_precision_global_state.py"], |
| srcs_version = "PY2AND3", |
| ) |
| |
| py_library( |
| name = "mixed_precision", |
| srcs = ["mixed_precision.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":loss_scale", |
| ":loss_scale_optimizer", |
| ":mixed_precision_global_state", |
| "//tensorflow/python:config", |
| "//tensorflow/python:util", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "mixed_precision_test", |
| size = "small", |
| srcs = ["mixed_precision_test.py"], |
| python_version = "PY3", |
| deps = [ |
| ":mixed_precision", |
| "//tensorflow/python:client_testlib", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |
| |
| py_library( |
| name = "loss_scaling_gradient_tape", |
| srcs = ["loss_scaling_gradient_tape.py"], |
| srcs_version = "PY2AND3", |
| deps = [ |
| ":loss_scale", |
| "//tensorflow/python:array_ops", |
| "//tensorflow/python:unconnected_gradients", |
| "//tensorflow/python:util", |
| "//tensorflow/python/distribute:distribute_lib", |
| "//tensorflow/python/eager:backprop", |
| ], |
| ) |
| |
| cuda_py_test( |
| name = "loss_scaling_gradient_tape_test", |
| size = "medium", |
| srcs = ["loss_scaling_gradient_tape_test.py"], |
| shard_count = 2, |
| deps = [ |
| ":loss_scale", |
| ":loss_scaling_gradient_tape", |
| "//tensorflow/python:client_testlib", |
| "//tensorflow/python:constant_op", |
| "//tensorflow/python:framework_test_combinations_lib", |
| "//tensorflow/python/compat:v2_compat", |
| "//tensorflow/python/distribute:mirrored_strategy", |
| "//tensorflow/python/eager:def_function", |
| "//third_party/py/numpy", |
| "@absl_py//absl/testing:parameterized", |
| ], |
| ) |