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1# This file is MACHINE GENERATED! Do not edit. 

2# Generated by: tensorflow/python/tools/api/generator/create_python_api.py script. 

3"""Support for training models. 

4 

5See the [Training](https://tensorflow.org/api_guides/python/train) guide. 

6 

7""" 

8 

9import sys as _sys 

10 

11from . import experimental 

12from . import queue_runner 

13from tensorflow.python.checkpoint.checkpoint import CheckpointV1 as Checkpoint 

14from tensorflow.python.checkpoint.checkpoint_management import CheckpointManager 

15from tensorflow.python.checkpoint.checkpoint_management import checkpoint_exists 

16from tensorflow.python.checkpoint.checkpoint_management import generate_checkpoint_state_proto 

17from tensorflow.python.checkpoint.checkpoint_management import get_checkpoint_mtimes 

18from tensorflow.python.checkpoint.checkpoint_management import get_checkpoint_state 

19from tensorflow.python.checkpoint.checkpoint_management import latest_checkpoint 

20from tensorflow.python.checkpoint.checkpoint_management import remove_checkpoint 

21from tensorflow.python.checkpoint.checkpoint_management import update_checkpoint_state 

22from tensorflow.python.checkpoint.checkpoint_options import CheckpointOptions 

23from tensorflow.python.eager.remote import ServerDef 

24from tensorflow.python.framework.graph_io import write_graph 

25from tensorflow.python.keras.optimizer_v2.legacy_learning_rate_decay import cosine_decay 

26from tensorflow.python.keras.optimizer_v2.legacy_learning_rate_decay import cosine_decay_restarts 

27from tensorflow.python.keras.optimizer_v2.legacy_learning_rate_decay import exponential_decay 

28from tensorflow.python.keras.optimizer_v2.legacy_learning_rate_decay import inverse_time_decay 

29from tensorflow.python.keras.optimizer_v2.legacy_learning_rate_decay import linear_cosine_decay 

30from tensorflow.python.keras.optimizer_v2.legacy_learning_rate_decay import natural_exp_decay 

31from tensorflow.python.keras.optimizer_v2.legacy_learning_rate_decay import noisy_linear_cosine_decay 

32from tensorflow.python.keras.optimizer_v2.legacy_learning_rate_decay import piecewise_constant 

33from tensorflow.python.keras.optimizer_v2.legacy_learning_rate_decay import piecewise_constant as piecewise_constant_decay 

34from tensorflow.python.keras.optimizer_v2.legacy_learning_rate_decay import polynomial_decay 

35from tensorflow.python.ops.gen_sdca_ops import sdca_fprint 

36from tensorflow.python.ops.gen_sdca_ops import sdca_optimizer 

37from tensorflow.python.ops.gen_sdca_ops import sdca_shrink_l1 

38from tensorflow.python.summary.summary_iterator import summary_iterator 

39from tensorflow.python.training.adadelta import AdadeltaOptimizer 

40from tensorflow.python.training.adagrad import AdagradOptimizer 

41from tensorflow.python.training.adagrad_da import AdagradDAOptimizer 

42from tensorflow.python.training.adam import AdamOptimizer 

43from tensorflow.python.training.basic_loops import basic_train_loop 

44from tensorflow.python.training.basic_session_run_hooks import CheckpointSaverHook 

45from tensorflow.python.training.basic_session_run_hooks import CheckpointSaverListener 

46from tensorflow.python.training.basic_session_run_hooks import FeedFnHook 

47from tensorflow.python.training.basic_session_run_hooks import FinalOpsHook 

48from tensorflow.python.training.basic_session_run_hooks import GlobalStepWaiterHook 

49from tensorflow.python.training.basic_session_run_hooks import LoggingTensorHook 

50from tensorflow.python.training.basic_session_run_hooks import NanLossDuringTrainingError 

51from tensorflow.python.training.basic_session_run_hooks import NanTensorHook 

52from tensorflow.python.training.basic_session_run_hooks import ProfilerHook 

53from tensorflow.python.training.basic_session_run_hooks import SecondOrStepTimer 

54from tensorflow.python.training.basic_session_run_hooks import StepCounterHook 

55from tensorflow.python.training.basic_session_run_hooks import StopAtStepHook 

56from tensorflow.python.training.basic_session_run_hooks import SummarySaverHook 

57from tensorflow.python.training.checkpoint_utils import checkpoints_iterator 

58from tensorflow.python.training.checkpoint_utils import init_from_checkpoint 

59from tensorflow.python.training.checkpoint_utils import list_variables 

60from tensorflow.python.training.checkpoint_utils import load_checkpoint 

61from tensorflow.python.training.checkpoint_utils import load_variable 

62from tensorflow.python.training.coordinator import Coordinator 

63from tensorflow.python.training.coordinator import LooperThread 

64from tensorflow.python.training.device_setter import replica_device_setter 

65from tensorflow.python.training.ftrl import FtrlOptimizer 

66from tensorflow.python.training.gradient_descent import GradientDescentOptimizer 

67from tensorflow.python.training.input import batch 

68from tensorflow.python.training.input import batch_join 

69from tensorflow.python.training.input import input_producer 

70from tensorflow.python.training.input import limit_epochs 

71from tensorflow.python.training.input import match_filenames_once 

72from tensorflow.python.training.input import maybe_batch 

73from tensorflow.python.training.input import maybe_batch_join 

74from tensorflow.python.training.input import maybe_shuffle_batch 

75from tensorflow.python.training.input import maybe_shuffle_batch_join 

76from tensorflow.python.training.input import range_input_producer 

77from tensorflow.python.training.input import shuffle_batch 

78from tensorflow.python.training.input import shuffle_batch_join 

79from tensorflow.python.training.input import slice_input_producer 

80from tensorflow.python.training.input import string_input_producer 

81from tensorflow.python.training.momentum import MomentumOptimizer 

82from tensorflow.python.training.monitored_session import ChiefSessionCreator 

83from tensorflow.python.training.monitored_session import MonitoredSession 

84from tensorflow.python.training.monitored_session import MonitoredTrainingSession 

85from tensorflow.python.training.monitored_session import Scaffold 

86from tensorflow.python.training.monitored_session import SessionCreator 

87from tensorflow.python.training.monitored_session import SingularMonitoredSession 

88from tensorflow.python.training.monitored_session import WorkerSessionCreator 

89from tensorflow.python.training.moving_averages import ExponentialMovingAverage 

90from tensorflow.python.training.optimizer import Optimizer 

91from tensorflow.python.training.proximal_adagrad import ProximalAdagradOptimizer 

92from tensorflow.python.training.proximal_gradient_descent import ProximalGradientDescentOptimizer 

93from tensorflow.python.training.py_checkpoint_reader import NewCheckpointReader 

94from tensorflow.python.training.quantize_training import do_quantize_training_on_graphdef 

95from tensorflow.python.training.queue_runner_impl import QueueRunner 

96from tensorflow.python.training.queue_runner_impl import add_queue_runner 

97from tensorflow.python.training.queue_runner_impl import start_queue_runners 

98from tensorflow.python.training.rmsprop import RMSPropOptimizer 

99from tensorflow.python.training.saver import Saver 

100from tensorflow.python.training.saver import export_meta_graph 

101from tensorflow.python.training.saver import import_meta_graph 

102from tensorflow.python.training.server_lib import ClusterSpec 

103from tensorflow.python.training.server_lib import Server 

104from tensorflow.python.training.session_manager import SessionManager 

105from tensorflow.python.training.session_run_hook import SessionRunArgs 

106from tensorflow.python.training.session_run_hook import SessionRunContext 

107from tensorflow.python.training.session_run_hook import SessionRunHook 

108from tensorflow.python.training.session_run_hook import SessionRunValues 

109from tensorflow.python.training.supervisor import Supervisor 

110from tensorflow.python.training.sync_replicas_optimizer import SyncReplicasOptimizer 

111from tensorflow.python.training.training import BytesList 

112from tensorflow.python.training.training import ClusterDef 

113from tensorflow.python.training.training import Example 

114from tensorflow.python.training.training import Feature 

115from tensorflow.python.training.training import FeatureList 

116from tensorflow.python.training.training import FeatureLists 

117from tensorflow.python.training.training import Features 

118from tensorflow.python.training.training import FloatList 

119from tensorflow.python.training.training import Int64List 

120from tensorflow.python.training.training import JobDef 

121from tensorflow.python.training.training import SaverDef 

122from tensorflow.python.training.training import SequenceExample 

123from tensorflow.python.training.training_util import assert_global_step 

124from tensorflow.python.training.training_util import create_global_step 

125from tensorflow.python.training.training_util import get_global_step 

126from tensorflow.python.training.training_util import get_or_create_global_step 

127from tensorflow.python.training.training_util import global_step 

128from tensorflow.python.training.warm_starting_util import VocabInfo 

129from tensorflow.python.training.warm_starting_util import warm_start