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  1. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/saved_model/__init__.py +13 -0
  2. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/saved_model/load/__init__.py +11 -0
  3. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/smart_cond/__init__.py +8 -0
  4. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/test/__init__.py +9 -0
  5. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/test/combinations/__init__.py +14 -0
  6. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/tf2/__init__.py +8 -0
  7. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/tracking/__init__.py +21 -0
  8. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/train/__init__.py +11 -0
  9. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/types/__init__.py +9 -0
  10. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/types/data/__init__.py +8 -0
  11. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__operators__/__init__.py +12 -0
  12. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/audio/__init__.py +9 -0
  13. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/autodiff/__init__.py +9 -0
  14. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/autograph/__init__.py +12 -0
  15. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/autograph/experimental/__init__.py +10 -0
  16. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/bitwise/__init__.py +13 -0
  17. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/compat/__init__.py +22 -0
  18. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/compat/v1/__init__.py +749 -0
  19. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/compat/v1/compat/__init__.py +29 -0
  20. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/compat/v2/__init__.py +396 -0
  21. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/compat/v2/compat/__init__.py +22 -0
  22. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/config/__init__.py +27 -0
  23. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/config/experimental/__init__.py +30 -0
  24. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/config/optimizer/__init__.py +11 -0
  25. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/config/threading/__init__.py +11 -0
  26. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/data/__init__.py +21 -0
  27. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/data/experimental/__init__.py +67 -0
  28. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/data/experimental/service/__init__.py +16 -0
  29. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/debugging/__init__.py +39 -0
  30. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/debugging/experimental/__init__.py +9 -0
  31. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/__init__.py +36 -0
  32. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/cluster_resolver/__init__.py +15 -0
  33. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/coordinator/__init__.py +11 -0
  34. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/experimental/__init__.py +22 -0
  35. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/experimental/coordinator/__init__.py +10 -0
  36. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/experimental/partitioners/__init__.py +11 -0
  37. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/experimental/rpc/__init__.py +9 -0
  38. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/dtypes/__init__.py +39 -0
  39. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/dtypes/experimental/__init__.py +11 -0
  40. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/errors/__init__.py +42 -0
  41. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/__init__.py +34 -0
  42. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/dlpack/__init__.py +9 -0
  43. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/dtensor/__init__.py +51 -0
  44. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/extension_type/__init__.py +8 -0
  45. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/numpy/__init__.py +236 -0
  46. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/numpy/random/__init__.py +15 -0
  47. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/tensorrt/__init__.py +9 -0
  48. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/feature_column/__init__.py +24 -0
  49. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/graph_util/__init__.py +8 -0
  50. miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/image/__init__.py +78 -0
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/saved_model/__init__.py ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.__internal__.saved_model namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow._api.v2.compat.v2.__internal__.saved_model import load
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+ from tensorflow.python.saved_model.builder_impl import _SavedModelBuilder as SavedModelBuilder # line: 48
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+ from tensorflow.python.saved_model.load import load_partial # line: 916
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+ from tensorflow.python.saved_model.loader_impl import parse_saved_model # line: 75
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+ from tensorflow.python.saved_model.nested_structure_coder import decode_proto # line: 109
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+ from tensorflow.python.saved_model.nested_structure_coder import encode_structure # line: 77
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/saved_model/load/__init__.py ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.__internal__.saved_model.load namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow.python.saved_model.revived_types import VersionedTypeRegistration # line: 25
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+ from tensorflow.python.saved_model.revived_types import get_setter # line: 179
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+ from tensorflow.python.saved_model.revived_types import register_revived_type # line: 109
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+ from tensorflow.python.saved_model.revived_types import registered_identifiers # line: 169
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/smart_cond/__init__.py ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.__internal__.smart_cond namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow.python.framework.smart_cond import smart_cond # line: 24
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/test/__init__.py ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.__internal__.test namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow._api.v2.compat.v2.__internal__.test import combinations
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+ from tensorflow.python.platform.benchmark import ParameterizedBenchmark # line: 150
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/test/combinations/__init__.py ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.__internal__.test.combinations namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow.python.framework.combinations import generate # line: 83
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+ from tensorflow.python.framework.test_combinations import NamedObject # line: 437
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+ from tensorflow.python.framework.test_combinations import OptionalParameter # line: 187
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+ from tensorflow.python.framework.test_combinations import ParameterModifier # line: 112
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+ from tensorflow.python.framework.test_combinations import TestCombination # line: 58
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+ from tensorflow.python.framework.test_combinations import combine # line: 365
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+ from tensorflow.python.framework.test_combinations import times # line: 403
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/tf2/__init__.py ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.__internal__.tf2 namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow.python.tf2 import enabled # line: 35
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/tracking/__init__.py ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.__internal__.tracking namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow.python.checkpoint.checkpoint import register_session_provider # line: 97
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+ from tensorflow.python.checkpoint.checkpoint import streaming_restore # line: 739
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+ from tensorflow.python.checkpoint.graph_view import ObjectGraphView # line: 25
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+ from tensorflow.python.trackable.autotrackable import AutoTrackable # line: 29
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+ from tensorflow.python.trackable.base import CheckpointInitialValue # line: 123
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+ from tensorflow.python.trackable.base import CheckpointInitialValueCallable # line: 96
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+ from tensorflow.python.trackable.base import Trackable # line: 277
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+ from tensorflow.python.trackable.base import TrackableReference # line: 35
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+ from tensorflow.python.trackable.base import no_automatic_dependency_tracking # line: 182
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+ from tensorflow.python.trackable.base_delegate import DelegatingTrackableMixin # line: 32
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+ from tensorflow.python.trackable.data_structures import TrackableDataStructure # line: 171
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+ from tensorflow.python.trackable.data_structures import sticky_attribute_assignment # line: 124
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+ from tensorflow.python.trackable.data_structures import wrap_or_unwrap as wrap # line: 86
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+ from tensorflow.python.training.saving.saveable_object_util import saveable_objects_from_trackable # line: 499
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/train/__init__.py ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.__internal__.train namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow.python.checkpoint.checkpoint_management import update_checkpoint_state_internal as update_checkpoint_state # line: 175
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+ from tensorflow.python.training.experimental.mixed_precision_global_state import is_mixed_precision_graph_rewrite_enabled # line: 40
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+ from tensorflow.python.training.experimental.mixed_precision_global_state import set_using_mixed_precision_policy # line: 63
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+ from tensorflow.python.training.moving_averages import assign_moving_average # line: 34
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/types/__init__.py ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.__internal__.types namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow._api.v2.compat.v2.__internal__.types import data
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+ from tensorflow.python.types.core import Tensor # line: 46
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__internal__/types/data/__init__.py ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.__internal__.types.data namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow.python.types.data import DatasetV2 as Dataset # line: 22
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/__operators__/__init__.py ADDED
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.__operators__ namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow.python.ops.array_ops import _slice_helper as getitem # line: 968
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+ from tensorflow.python.ops.math_ops import _add_dispatch as add # line: 1841
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+ from tensorflow.python.ops.math_ops import tensor_equals as eq # line: 2077
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+ from tensorflow.python.ops.math_ops import tensor_not_equals as ne # line: 2119
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+ from tensorflow.python.ops.ragged.ragged_getitem import ragged_tensor_getitem as ragged_getitem # line: 34
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/audio/__init__.py ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.audio namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow.python.ops.gen_audio_ops import decode_wav # line: 136
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+ from tensorflow.python.ops.gen_audio_ops import encode_wav # line: 263
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/autodiff/__init__.py ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.autodiff namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow.python.eager.backprop import GradientTape # line: 704
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+ from tensorflow.python.eager.forwardprop import ForwardAccumulator # line: 229
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/autograph/__init__.py ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.autograph namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow._api.v2.compat.v2.autograph import experimental
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+ from tensorflow.python.autograph.impl.api import to_code # line: 904
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+ from tensorflow.python.autograph.impl.api import to_graph # line: 707
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+ from tensorflow.python.autograph.utils.ag_logging import set_verbosity # line: 36
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+ from tensorflow.python.autograph.utils.ag_logging import trace # line: 87
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/autograph/experimental/__init__.py ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.autograph.experimental namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow.python.autograph.core.converter import Feature # line: 78
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+ from tensorflow.python.autograph.impl.api import do_not_convert # line: 624
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+ from tensorflow.python.autograph.lang.directives import set_loop_options # line: 45
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/bitwise/__init__.py ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.bitwise namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow.python.ops.gen_bitwise_ops import bitwise_and # line: 29
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+ from tensorflow.python.ops.gen_bitwise_ops import bitwise_or # line: 135
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+ from tensorflow.python.ops.gen_bitwise_ops import bitwise_xor # line: 241
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+ from tensorflow.python.ops.gen_bitwise_ops import invert # line: 347
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+ from tensorflow.python.ops.gen_bitwise_ops import left_shift # line: 471
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+ from tensorflow.python.ops.gen_bitwise_ops import right_shift # line: 651
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/compat/__init__.py ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # This file is MACHINE GENERATED! Do not edit.
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+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
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+ """Public API for tf._api.v2.compat namespace
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+ """
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+
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+ import sys as _sys
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+
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+ from tensorflow._api.v2.compat.v2.compat import v1
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+ from tensorflow._api.v2.compat.v2.compat import v2
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+ from tensorflow.python.compat.compat import forward_compatibility_horizon # line: 125
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+ from tensorflow.python.compat.compat import forward_compatible # line: 65
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+ from tensorflow.python.framework.tensor_shape import dimension_at_index # line: 139
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+ from tensorflow.python.framework.tensor_shape import dimension_value # line: 103
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+ from tensorflow.python.util.compat import as_bytes # line: 121
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+ from tensorflow.python.util.compat import as_str # line: 122
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+ from tensorflow.python.util.compat import as_str_any # line: 125
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+ from tensorflow.python.util.compat import as_text # line: 120
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+ from tensorflow.python.util.compat import bytes_or_text_types # line: 216
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+ from tensorflow.python.util.compat import complex_types # line: 212
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+ from tensorflow.python.util.compat import integral_types # line: 208
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+ from tensorflow.python.util.compat import path_to_str # line: 145
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+ from tensorflow.python.util.compat import real_types # line: 210
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/compat/v1/__init__.py ADDED
@@ -0,0 +1,749 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Copyright 2015 The TensorFlow Authors. All Rights Reserved.
2
+ #
3
+ # Licensed under the Apache License, Version 2.0 (the "License");
4
+ # you may not use this file except in compliance with the License.
5
+ # You may obtain a copy of the License at
6
+ #
7
+ # http://www.apache.org/licenses/LICENSE-2.0
8
+ #
9
+ # Unless required by applicable law or agreed to in writing, software
10
+ # distributed under the License is distributed on an "AS IS" BASIS,
11
+ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12
+ # See the License for the specific language governing permissions and
13
+ # limitations under the License.
14
+ # ==============================================================================
15
+ """Bring in all of the public TensorFlow interface into this module."""
16
+
17
+ # pylint: disable=g-bad-import-order,g-import-not-at-top,protected-access
18
+
19
+ import os as _os
20
+ import sys as _sys
21
+ import typing as _typing
22
+
23
+ from tensorflow.python.tools import module_util as _module_util
24
+ from tensorflow.python.util.lazy_loader import LazyLoader as _LazyLoader
25
+ from tensorflow.python.util.lazy_loader import KerasLazyLoader as _KerasLazyLoader
26
+
27
+ from tensorflow._api.v2.compat.v1 import __internal__
28
+ from tensorflow._api.v2.compat.v1 import app
29
+ from tensorflow._api.v2.compat.v1 import audio
30
+ from tensorflow._api.v2.compat.v1 import autograph
31
+ from tensorflow._api.v2.compat.v1 import bitwise
32
+ from tensorflow._api.v2.compat.v1 import compat
33
+ from tensorflow._api.v2.compat.v1 import config
34
+ from tensorflow._api.v2.compat.v1 import data
35
+ from tensorflow._api.v2.compat.v1 import debugging
36
+ from tensorflow._api.v2.compat.v1 import distribute
37
+ from tensorflow._api.v2.compat.v1 import distributions
38
+ from tensorflow._api.v2.compat.v1 import dtypes
39
+ from tensorflow._api.v2.compat.v1 import errors
40
+ from tensorflow._api.v2.compat.v1 import experimental
41
+ from tensorflow._api.v2.compat.v1 import feature_column
42
+ from tensorflow._api.v2.compat.v1 import gfile
43
+ from tensorflow._api.v2.compat.v1 import graph_util
44
+ from tensorflow._api.v2.compat.v1 import image
45
+ from tensorflow._api.v2.compat.v1 import initializers
46
+ from tensorflow._api.v2.compat.v1 import io
47
+ from tensorflow._api.v2.compat.v1 import layers
48
+ from tensorflow._api.v2.compat.v1 import linalg
49
+ from tensorflow._api.v2.compat.v1 import lite
50
+ from tensorflow._api.v2.compat.v1 import logging
51
+ from tensorflow._api.v2.compat.v1 import lookup
52
+ from tensorflow._api.v2.compat.v1 import losses
53
+ from tensorflow._api.v2.compat.v1 import manip
54
+ from tensorflow._api.v2.compat.v1 import math
55
+ from tensorflow._api.v2.compat.v1 import metrics
56
+ from tensorflow._api.v2.compat.v1 import mixed_precision
57
+ from tensorflow._api.v2.compat.v1 import mlir
58
+ from tensorflow._api.v2.compat.v1 import nest
59
+ from tensorflow._api.v2.compat.v1 import nn
60
+ from tensorflow._api.v2.compat.v1 import profiler
61
+ from tensorflow._api.v2.compat.v1 import python_io
62
+ from tensorflow._api.v2.compat.v1 import quantization
63
+ from tensorflow._api.v2.compat.v1 import queue
64
+ from tensorflow._api.v2.compat.v1 import ragged
65
+ from tensorflow._api.v2.compat.v1 import random
66
+ from tensorflow._api.v2.compat.v1 import raw_ops
67
+ from tensorflow._api.v2.compat.v1 import resource_loader
68
+ from tensorflow._api.v2.compat.v1 import saved_model
69
+ from tensorflow._api.v2.compat.v1 import sets
70
+ from tensorflow._api.v2.compat.v1 import signal
71
+ from tensorflow._api.v2.compat.v1 import sparse
72
+ from tensorflow._api.v2.compat.v1 import spectral
73
+ from tensorflow._api.v2.compat.v1 import strings
74
+ from tensorflow._api.v2.compat.v1 import summary
75
+ from tensorflow._api.v2.compat.v1 import sysconfig
76
+ from tensorflow._api.v2.compat.v1 import test
77
+ from tensorflow._api.v2.compat.v1 import tpu
78
+ from tensorflow._api.v2.compat.v1 import train
79
+ from tensorflow._api.v2.compat.v1 import types
80
+ from tensorflow._api.v2.compat.v1 import user_ops
81
+ from tensorflow._api.v2.compat.v1 import version
82
+ from tensorflow._api.v2.compat.v1 import xla
83
+ from tensorflow.python.ops.gen_array_ops import batch_to_space_nd # line: 343
84
+ from tensorflow.python.ops.gen_array_ops import bitcast # line: 558
85
+ from tensorflow.python.ops.gen_array_ops import broadcast_to # line: 829
86
+ from tensorflow.python.ops.gen_array_ops import check_numerics # line: 950
87
+ from tensorflow.python.ops.gen_array_ops import diag # line: 1949
88
+ from tensorflow.python.ops.gen_array_ops import extract_volume_patches # line: 2569
89
+ from tensorflow.python.ops.gen_array_ops import fake_quant_with_min_max_args # line: 2698
90
+ from tensorflow.python.ops.gen_array_ops import fake_quant_with_min_max_args_gradient # line: 2867
91
+ from tensorflow.python.ops.gen_array_ops import fake_quant_with_min_max_vars # line: 3003
92
+ from tensorflow.python.ops.gen_array_ops import fake_quant_with_min_max_vars_gradient # line: 3145
93
+ from tensorflow.python.ops.gen_array_ops import fake_quant_with_min_max_vars_per_channel # line: 3276
94
+ from tensorflow.python.ops.gen_array_ops import fake_quant_with_min_max_vars_per_channel_gradient # line: 3423
95
+ from tensorflow.python.ops.gen_array_ops import identity_n # line: 4226
96
+ from tensorflow.python.ops.gen_array_ops import invert_permutation # line: 4592
97
+ from tensorflow.python.ops.gen_array_ops import matrix_band_part # line: 4879
98
+ from tensorflow.python.ops.gen_array_ops import quantized_concat # line: 8202
99
+ from tensorflow.python.ops.gen_array_ops import reverse_v2 as reverse # line: 9140
100
+ from tensorflow.python.ops.gen_array_ops import reverse_v2 # line: 9140
101
+ from tensorflow.python.ops.gen_array_ops import scatter_nd # line: 9276
102
+ from tensorflow.python.ops.gen_array_ops import space_to_batch_nd # line: 10076
103
+ from tensorflow.python.ops.gen_array_ops import tensor_scatter_add # line: 11226
104
+ from tensorflow.python.ops.gen_array_ops import tensor_scatter_add as tensor_scatter_nd_add # line: 11226
105
+ from tensorflow.python.ops.gen_array_ops import tensor_scatter_max as tensor_scatter_nd_max # line: 11382
106
+ from tensorflow.python.ops.gen_array_ops import tensor_scatter_min as tensor_scatter_nd_min # line: 11488
107
+ from tensorflow.python.ops.gen_array_ops import tensor_scatter_sub as tensor_scatter_nd_sub # line: 11583
108
+ from tensorflow.python.ops.gen_array_ops import tensor_scatter_sub # line: 11583
109
+ from tensorflow.python.ops.gen_array_ops import tile # line: 11970
110
+ from tensorflow.python.ops.gen_array_ops import unravel_index # line: 12731
111
+ from tensorflow.python.ops.gen_control_flow_ops import no_op # line: 475
112
+ from tensorflow.python.ops.gen_data_flow_ops import dynamic_partition # line: 594
113
+ from tensorflow.python.ops.gen_data_flow_ops import dynamic_stitch # line: 736
114
+ from tensorflow.python.ops.gen_io_ops import matching_files # line: 391
115
+ from tensorflow.python.ops.gen_io_ops import write_file # line: 2269
116
+ from tensorflow.python.ops.gen_linalg_ops import cholesky # line: 766
117
+ from tensorflow.python.ops.gen_linalg_ops import matrix_determinant # line: 1370
118
+ from tensorflow.python.ops.gen_linalg_ops import matrix_inverse # line: 1516
119
+ from tensorflow.python.ops.gen_linalg_ops import matrix_solve # line: 1694
120
+ from tensorflow.python.ops.gen_linalg_ops import matrix_square_root # line: 1913
121
+ from tensorflow.python.ops.gen_linalg_ops import qr # line: 2150
122
+ from tensorflow.python.ops.gen_logging_ops import timestamp # line: 886
123
+ from tensorflow.python.ops.gen_math_ops import acosh # line: 231
124
+ from tensorflow.python.ops.gen_math_ops import asin # line: 991
125
+ from tensorflow.python.ops.gen_math_ops import asinh # line: 1091
126
+ from tensorflow.python.ops.gen_math_ops import atan # line: 1184
127
+ from tensorflow.python.ops.gen_math_ops import atan2 # line: 1284
128
+ from tensorflow.python.ops.gen_math_ops import atanh # line: 1383
129
+ from tensorflow.python.ops.gen_math_ops import betainc # line: 1787
130
+ from tensorflow.python.ops.gen_math_ops import cos # line: 2464
131
+ from tensorflow.python.ops.gen_math_ops import cosh # line: 2558
132
+ from tensorflow.python.ops.gen_math_ops import cross # line: 2651
133
+ from tensorflow.python.ops.gen_math_ops import digamma # line: 3161
134
+ from tensorflow.python.ops.gen_math_ops import erf # line: 3454
135
+ from tensorflow.python.ops.gen_math_ops import erfc # line: 3546
136
+ from tensorflow.python.ops.gen_math_ops import expm1 # line: 3847
137
+ from tensorflow.python.ops.gen_math_ops import floor_div # line: 4002
138
+ from tensorflow.python.ops.gen_math_ops import floor_mod as floormod # line: 4092
139
+ from tensorflow.python.ops.gen_math_ops import greater # line: 4186
140
+ from tensorflow.python.ops.gen_math_ops import greater_equal # line: 4287
141
+ from tensorflow.python.ops.gen_math_ops import igamma # line: 4480
142
+ from tensorflow.python.ops.gen_math_ops import igammac # line: 4639
143
+ from tensorflow.python.ops.gen_math_ops import is_finite # line: 4935
144
+ from tensorflow.python.ops.gen_math_ops import is_inf # line: 5031
145
+ from tensorflow.python.ops.gen_math_ops import is_nan # line: 5127
146
+ from tensorflow.python.ops.gen_math_ops import less # line: 5223
147
+ from tensorflow.python.ops.gen_math_ops import less_equal # line: 5324
148
+ from tensorflow.python.ops.gen_math_ops import lgamma # line: 5425
149
+ from tensorflow.python.ops.gen_math_ops import log # line: 5595
150
+ from tensorflow.python.ops.gen_math_ops import log1p # line: 5689
151
+ from tensorflow.python.ops.gen_math_ops import logical_and # line: 5779
152
+ from tensorflow.python.ops.gen_math_ops import logical_not # line: 5918
153
+ from tensorflow.python.ops.gen_math_ops import logical_or # line: 6005
154
+ from tensorflow.python.ops.gen_math_ops import maximum # line: 6310
155
+ from tensorflow.python.ops.gen_math_ops import minimum # line: 6566
156
+ from tensorflow.python.ops.gen_math_ops import floor_mod as mod # line: 4092
157
+ from tensorflow.python.ops.gen_math_ops import neg as negative # line: 6913
158
+ from tensorflow.python.ops.gen_math_ops import polygamma # line: 7167
159
+ from tensorflow.python.ops.gen_math_ops import real_div as realdiv # line: 8068
160
+ from tensorflow.python.ops.gen_math_ops import reciprocal # line: 8159
161
+ from tensorflow.python.ops.gen_math_ops import rint # line: 8656
162
+ from tensorflow.python.ops.gen_math_ops import segment_max # line: 8930
163
+ from tensorflow.python.ops.gen_math_ops import segment_mean # line: 9164
164
+ from tensorflow.python.ops.gen_math_ops import segment_min # line: 9289
165
+ from tensorflow.python.ops.gen_math_ops import segment_prod # line: 9523
166
+ from tensorflow.python.ops.gen_math_ops import segment_sum # line: 9749
167
+ from tensorflow.python.ops.gen_math_ops import sin # line: 10299
168
+ from tensorflow.python.ops.gen_math_ops import sinh # line: 10392
169
+ from tensorflow.python.ops.gen_math_ops import square # line: 11962
170
+ from tensorflow.python.ops.gen_math_ops import squared_difference # line: 12051
171
+ from tensorflow.python.ops.gen_math_ops import tan # line: 12352
172
+ from tensorflow.python.ops.gen_math_ops import tanh # line: 12446
173
+ from tensorflow.python.ops.gen_math_ops import truncate_div as truncatediv # line: 12601
174
+ from tensorflow.python.ops.gen_math_ops import truncate_mod as truncatemod # line: 12695
175
+ from tensorflow.python.ops.gen_math_ops import unsorted_segment_max # line: 12789
176
+ from tensorflow.python.ops.gen_math_ops import unsorted_segment_min # line: 12927
177
+ from tensorflow.python.ops.gen_math_ops import unsorted_segment_prod # line: 13061
178
+ from tensorflow.python.ops.gen_math_ops import unsorted_segment_sum # line: 13195
179
+ from tensorflow.python.ops.gen_math_ops import zeta # line: 13530
180
+ from tensorflow.python.ops.gen_nn_ops import approx_top_k # line: 33
181
+ from tensorflow.python.ops.gen_nn_ops import conv # line: 1061
182
+ from tensorflow.python.ops.gen_nn_ops import conv2d_backprop_filter_v2 # line: 1609
183
+ from tensorflow.python.ops.gen_nn_ops import conv2d_backprop_input_v2 # line: 1977
184
+ from tensorflow.python.ops.gen_parsing_ops import decode_compressed # line: 144
185
+ from tensorflow.python.ops.gen_parsing_ops import parse_tensor # line: 2135
186
+ from tensorflow.python.ops.gen_ragged_array_ops import ragged_fill_empty_rows # line: 196
187
+ from tensorflow.python.ops.gen_ragged_array_ops import ragged_fill_empty_rows_grad # line: 305
188
+ from tensorflow.python.ops.gen_random_index_shuffle_ops import random_index_shuffle # line: 30
189
+ from tensorflow.python.ops.gen_spectral_ops import fft # line: 353
190
+ from tensorflow.python.ops.gen_spectral_ops import fft2d # line: 442
191
+ from tensorflow.python.ops.gen_spectral_ops import fft3d # line: 531
192
+ from tensorflow.python.ops.gen_spectral_ops import fftnd # line: 620
193
+ from tensorflow.python.ops.gen_spectral_ops import ifft # line: 724
194
+ from tensorflow.python.ops.gen_spectral_ops import ifft2d # line: 813
195
+ from tensorflow.python.ops.gen_spectral_ops import ifft3d # line: 902
196
+ from tensorflow.python.ops.gen_spectral_ops import ifftnd # line: 991
197
+ from tensorflow.python.ops.gen_spectral_ops import irfftnd # line: 1347
198
+ from tensorflow.python.ops.gen_spectral_ops import rfftnd # line: 1707
199
+ from tensorflow.python.ops.gen_string_ops import as_string # line: 29
200
+ from tensorflow.python.ops.gen_string_ops import decode_base64 # line: 182
201
+ from tensorflow.python.ops.gen_string_ops import encode_base64 # line: 269
202
+ from tensorflow.python.ops.gen_string_ops import string_strip # line: 1429
203
+ from tensorflow.python.ops.gen_string_ops import string_to_hash_bucket_fast # line: 1583
204
+ from tensorflow.python.ops.gen_string_ops import string_to_hash_bucket_strong # line: 1688
205
+ from tensorflow.python.client.session import InteractiveSession # line: 1720
206
+ from tensorflow.python.client.session import Session # line: 1541
207
+ from tensorflow.python.compat.v2_compat import disable_v2_behavior # line: 83
208
+ from tensorflow.python.compat.v2_compat import enable_v2_behavior # line: 39
209
+ from tensorflow.python.data.ops.optional_ops import OptionalSpec # line: 205
210
+ from tensorflow.python.eager.backprop import GradientTape # line: 704
211
+ from tensorflow.python.eager.context import executing_eagerly_v1 as executing_eagerly # line: 2354
212
+ from tensorflow.python.eager.polymorphic_function.polymorphic_function import function # line: 1276
213
+ from tensorflow.python.eager.wrap_function import wrap_function # line: 576
214
+ from tensorflow.python.framework.constant_op import constant_v1 as constant # line: 106
215
+ from tensorflow.python.framework.device_spec import DeviceSpecV1 as DeviceSpec # line: 420
216
+ from tensorflow.python.framework.dtypes import DType # line: 51
217
+ from tensorflow.python.framework.dtypes import QUANTIZED_DTYPES # line: 771
218
+ from tensorflow.python.framework.dtypes import as_dtype # line: 793
219
+ from tensorflow.python.framework.dtypes import bfloat16 # line: 450
220
+ from tensorflow.python.framework.dtypes import bool # line: 414
221
+ from tensorflow.python.framework.dtypes import complex128 # line: 401
222
+ from tensorflow.python.framework.dtypes import complex64 # line: 394
223
+ from tensorflow.python.framework.dtypes import double # line: 388
224
+ from tensorflow.python.framework.dtypes import float16 # line: 373
225
+ from tensorflow.python.framework.dtypes import float32 # line: 380
226
+ from tensorflow.python.framework.dtypes import float64 # line: 386
227
+ from tensorflow.python.framework.dtypes import half # line: 374
228
+ from tensorflow.python.framework.dtypes import int16 # line: 354
229
+ from tensorflow.python.framework.dtypes import int32 # line: 360
230
+ from tensorflow.python.framework.dtypes import int64 # line: 366
231
+ from tensorflow.python.framework.dtypes import int8 # line: 348
232
+ from tensorflow.python.framework.dtypes import qint16 # line: 426
233
+ from tensorflow.python.framework.dtypes import qint32 # line: 432
234
+ from tensorflow.python.framework.dtypes import qint8 # line: 420
235
+ from tensorflow.python.framework.dtypes import quint16 # line: 444
236
+ from tensorflow.python.framework.dtypes import quint8 # line: 438
237
+ from tensorflow.python.framework.dtypes import resource # line: 312
238
+ from tensorflow.python.framework.dtypes import string # line: 408
239
+ from tensorflow.python.framework.dtypes import uint16 # line: 330
240
+ from tensorflow.python.framework.dtypes import uint32 # line: 336
241
+ from tensorflow.python.framework.dtypes import uint64 # line: 342
242
+ from tensorflow.python.framework.dtypes import uint8 # line: 324
243
+ from tensorflow.python.framework.dtypes import variant # line: 318
244
+ from tensorflow.python.framework.errors_impl import OpError # line: 57
245
+ from tensorflow.python.framework.graph_util_impl import GraphDef # line: 29
246
+ from tensorflow.python.framework.importer import import_graph_def # line: 354
247
+ from tensorflow.python.framework.indexed_slices import IndexedSlices # line: 54
248
+ from tensorflow.python.framework.indexed_slices import IndexedSlicesSpec # line: 203
249
+ from tensorflow.python.framework.indexed_slices import convert_to_tensor_or_indexed_slices # line: 277
250
+ from tensorflow.python.framework.load_library import load_file_system_library # line: 79
251
+ from tensorflow.python.framework.load_library import load_library # line: 120
252
+ from tensorflow.python.framework.load_library import load_op_library # line: 31
253
+ from tensorflow.python.framework.ops import Graph # line: 1912
254
+ from tensorflow.python.framework.ops import GraphKeys # line: 5149
255
+ from tensorflow.python.framework.ops import no_gradient as NoGradient # line: 1687
256
+ from tensorflow.python.framework.ops import no_gradient as NotDifferentiable # line: 1687
257
+ from tensorflow.python.framework.ops import Operation # line: 1032
258
+ from tensorflow.python.framework.ops import RegisterGradient # line: 1638
259
+ from tensorflow.python.framework.ops import add_to_collection # line: 5307
260
+ from tensorflow.python.framework.ops import add_to_collections # line: 5327
261
+ from tensorflow.python.framework.ops import _colocate_with as colocate_with # line: 4420
262
+ from tensorflow.python.framework.ops import container # line: 4377
263
+ from tensorflow.python.framework.ops import control_dependencies # line: 4425
264
+ from tensorflow.python.framework.ops import device # line: 4302
265
+ from tensorflow.python.framework.ops import disable_eager_execution # line: 4863
266
+ from tensorflow.python.framework.ops import enable_eager_execution # line: 4785
267
+ from tensorflow.python.framework.ops import executing_eagerly_outside_functions # line: 4731
268
+ from tensorflow.python.framework.ops import get_collection # line: 5371
269
+ from tensorflow.python.framework.ops import get_collection_ref # line: 5347
270
+ from tensorflow.python.framework.ops import get_default_graph # line: 5010
271
+ from tensorflow.python.framework.ops import init_scope # line: 4626
272
+ from tensorflow.python.framework.ops import is_symbolic_tensor # line: 6076
273
+ from tensorflow.python.framework.ops import name_scope_v1 as name_scope # line: 5525
274
+ from tensorflow.python.framework.ops import no_gradient # line: 1687
275
+ from tensorflow.python.framework.ops import op_scope # line: 5761
276
+ from tensorflow.python.framework.ops import reset_default_graph # line: 4980
277
+ from tensorflow.python.framework.random_seed import get_seed # line: 38
278
+ from tensorflow.python.framework.random_seed import set_random_seed # line: 96
279
+ from tensorflow.python.framework.sparse_tensor import SparseTensor # line: 47
280
+ from tensorflow.python.framework.sparse_tensor import SparseTensorSpec # line: 377
281
+ from tensorflow.python.framework.sparse_tensor import SparseTensorValue # line: 373
282
+ from tensorflow.python.framework.sparse_tensor import convert_to_tensor_or_sparse_tensor # line: 534
283
+ from tensorflow.python.framework.stack import get_default_session # line: 118
284
+ from tensorflow.python.framework.tensor import Tensor # line: 139
285
+ from tensorflow.python.framework.tensor import TensorSpec # line: 918
286
+ from tensorflow.python.framework.tensor import disable_tensor_equality # line: 784
287
+ from tensorflow.python.framework.tensor import enable_tensor_equality # line: 770
288
+ from tensorflow.python.framework.tensor_conversion import convert_to_tensor_v1_with_dispatch as convert_to_tensor # line: 33
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+ from tensorflow.python.framework.tensor_conversion_registry import register_tensor_conversion_function # line: 80
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+ from tensorflow.python.framework.tensor_shape import Dimension # line: 188
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+ from tensorflow.python.framework.tensor_shape import TensorShape # line: 747
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+ from tensorflow.python.framework.tensor_shape import dimension_at_index # line: 139
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+ from tensorflow.python.framework.tensor_shape import dimension_value # line: 103
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+ from tensorflow.python.framework.tensor_shape import disable_v2_tensorshape # line: 91
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+ from tensorflow.python.framework.tensor_shape import enable_v2_tensorshape # line: 38
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+ from tensorflow.python.framework.tensor_util import constant_value as get_static_value # line: 896
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+ from tensorflow.python.framework.tensor_util import is_tf_type as is_tensor # line: 1128
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+ from tensorflow.python.framework.tensor_util import MakeNdarray as make_ndarray # line: 633
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+ from tensorflow.python.framework.tensor_util import make_tensor_proto # line: 425
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+ from tensorflow.python.framework.type_spec import TypeSpec # line: 50
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+ from tensorflow.python.framework.type_spec import type_spec_from_value # line: 959
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+ from tensorflow.python.framework.versions import COMPILER_VERSION # line: 41
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+ from tensorflow.python.framework.versions import CXX11_ABI_FLAG # line: 48
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+ from tensorflow.python.framework.versions import CXX_VERSION # line: 54
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+ from tensorflow.python.framework.versions import GIT_VERSION # line: 35
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+ from tensorflow.python.framework.versions import GRAPH_DEF_VERSION # line: 68
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+ from tensorflow.python.framework.versions import GRAPH_DEF_VERSION_MIN_CONSUMER # line: 74
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+ from tensorflow.python.framework.versions import GRAPH_DEF_VERSION_MIN_PRODUCER # line: 82
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+ from tensorflow.python.framework.versions import MONOLITHIC_BUILD # line: 60
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+ from tensorflow.python.framework.versions import VERSION # line: 29
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+ from tensorflow.python.framework.versions import COMPILER_VERSION as __compiler_version__ # line: 41
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+ from tensorflow.python.framework.versions import CXX11_ABI_FLAG as __cxx11_abi_flag__ # line: 48
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+ from tensorflow.python.framework.versions import CXX_VERSION as __cxx_version__ # line: 54
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+ from tensorflow.python.framework.versions import GIT_VERSION as __git_version__ # line: 35
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+ from tensorflow.python.framework.versions import MONOLITHIC_BUILD as __monolithic_build__ # line: 60
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+ from tensorflow.python.framework.versions import VERSION as __version__ # line: 29
317
+ from tensorflow.python.module.module import Module # line: 29
318
+ from tensorflow.python.ops.array_ops import batch_gather # line: 5263
319
+ from tensorflow.python.ops.array_ops import batch_to_space # line: 4078
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+ from tensorflow.python.ops.array_ops import boolean_mask # line: 1691
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+ from tensorflow.python.ops.array_ops import broadcast_dynamic_shape # line: 528
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+ from tensorflow.python.ops.array_ops import broadcast_static_shape # line: 562
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+ from tensorflow.python.ops.array_ops import concat # line: 1596
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+ from tensorflow.python.ops.array_ops import depth_to_space # line: 4059
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+ from tensorflow.python.ops.array_ops import dequantize # line: 6139
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+ from tensorflow.python.ops.array_ops import tensor_diag_part as diag_part # line: 2634
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+ from tensorflow.python.ops.array_ops import edit_distance # line: 3770
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+ from tensorflow.python.ops.array_ops import expand_dims # line: 320
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+ from tensorflow.python.ops.array_ops import extract_image_patches # line: 6538
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+ from tensorflow.python.ops.array_ops import fill # line: 206
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+ from tensorflow.python.ops.array_ops import fingerprint # line: 6587
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+ from tensorflow.python.ops.array_ops import gather # line: 5027
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+ from tensorflow.python.ops.array_ops import gather_nd # line: 5402
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+ from tensorflow.python.ops.array_ops import guarantee_const # line: 6926
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+ from tensorflow.python.ops.array_ops import identity # line: 255
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+ from tensorflow.python.ops.array_ops import matrix_diag # line: 2322
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+ from tensorflow.python.ops.array_ops import matrix_diag_part # line: 2491
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+ from tensorflow.python.ops.array_ops import matrix_set_diag # line: 2679
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+ from tensorflow.python.ops.array_ops import matrix_transpose # line: 2242
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+ from tensorflow.python.ops.array_ops import meshgrid # line: 3624
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+ from tensorflow.python.ops.array_ops import newaxis # line: 58
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+ from tensorflow.python.ops.array_ops import one_hot # line: 4234
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+ from tensorflow.python.ops.array_ops import ones # line: 3163
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+ from tensorflow.python.ops.array_ops import ones_like # line: 3061
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+ from tensorflow.python.ops.array_ops import pad # line: 3502
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+ from tensorflow.python.ops.array_ops import parallel_stack # line: 1414
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+ from tensorflow.python.ops.array_ops import placeholder # line: 3222
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+ from tensorflow.python.ops.array_ops import placeholder_with_default # line: 3277
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+ from tensorflow.python.ops.array_ops import quantize # line: 6100
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+ from tensorflow.python.ops.array_ops import quantize_v2 # line: 6046
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+ from tensorflow.python.ops.array_ops import rank # line: 879
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+ from tensorflow.python.ops.array_ops import repeat # line: 6872
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+ from tensorflow.python.ops.array_ops import required_space_to_batch_paddings # line: 3928
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+ from tensorflow.python.ops.array_ops import reshape # line: 65
355
+ from tensorflow.python.ops.array_ops import reverse_sequence # line: 4904
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+ from tensorflow.python.ops.array_ops import searchsorted # line: 6330
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+ from tensorflow.python.ops.array_ops import sequence_mask # line: 4412
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+ from tensorflow.python.ops.array_ops import setdiff1d # line: 484
359
+ from tensorflow.python.ops.array_ops import shape # line: 659
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+ from tensorflow.python.ops.array_ops import shape_n # line: 732
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+ from tensorflow.python.ops.array_ops import size # line: 802
362
+ from tensorflow.python.ops.array_ops import slice # line: 1171
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+ from tensorflow.python.ops.array_ops import space_to_batch # line: 4007
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+ from tensorflow.python.ops.array_ops import space_to_depth # line: 4040
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+ from tensorflow.python.ops.array_ops import sparse_mask # line: 1845
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+ from tensorflow.python.ops.array_ops import sparse_placeholder # line: 3329
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+ from tensorflow.python.ops.array_ops import split # line: 1990
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+ from tensorflow.python.ops.array_ops import squeeze # line: 4479
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+ from tensorflow.python.ops.array_ops import stop_gradient # line: 6945
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+ from tensorflow.python.ops.array_ops import strided_slice # line: 1227
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+ from tensorflow.python.ops.array_ops import tensor_scatter_nd_update # line: 5757
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+ from tensorflow.python.ops.array_ops import tensor_scatter_nd_update as tensor_scatter_update # line: 5757
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+ from tensorflow.python.ops.array_ops import transpose # line: 2153
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+ from tensorflow.python.ops.array_ops import unique # line: 1889
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+ from tensorflow.python.ops.array_ops import unique_with_counts # line: 1937
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+ from tensorflow.python.ops.array_ops import where # line: 4610
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+ from tensorflow.python.ops.array_ops import where_v2 # line: 4691
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+ from tensorflow.python.ops.array_ops import zeros # line: 2845
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+ from tensorflow.python.ops.array_ops import zeros_like # line: 2907
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+ from tensorflow.python.ops.array_ops_stack import stack # line: 24
381
+ from tensorflow.python.ops.array_ops_stack import unstack # line: 88
382
+ from tensorflow.python.ops.batch_ops import batch_function as nondifferentiable_batch_function # line: 28
383
+ from tensorflow.python.ops.bincount_ops import bincount_v1 as bincount # line: 190
384
+ from tensorflow.python.ops.check_ops import assert_equal # line: 770
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+ from tensorflow.python.ops.check_ops import assert_greater # line: 987
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+ from tensorflow.python.ops.check_ops import assert_greater_equal # line: 1005
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+ from tensorflow.python.ops.check_ops import assert_integer # line: 1448
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+ from tensorflow.python.ops.check_ops import assert_less # line: 950
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+ from tensorflow.python.ops.check_ops import assert_less_equal # line: 968
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+ from tensorflow.python.ops.check_ops import assert_near # line: 858
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+ from tensorflow.python.ops.check_ops import assert_negative # line: 576
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+ from tensorflow.python.ops.check_ops import assert_non_negative # line: 685
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+ from tensorflow.python.ops.check_ops import assert_non_positive # line: 741
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+ from tensorflow.python.ops.check_ops import assert_none_equal # line: 792
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+ from tensorflow.python.ops.check_ops import assert_positive # line: 630
396
+ from tensorflow.python.ops.check_ops import assert_proper_iterable # line: 511
397
+ from tensorflow.python.ops.check_ops import assert_rank # line: 1098
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+ from tensorflow.python.ops.check_ops import assert_rank_at_least # line: 1196
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+ from tensorflow.python.ops.check_ops import assert_rank_in # line: 1362
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+ from tensorflow.python.ops.check_ops import assert_same_float_dtype # line: 2118
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+ from tensorflow.python.ops.check_ops import assert_scalar # line: 2176
402
+ from tensorflow.python.ops.check_ops import assert_type # line: 1522
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+ from tensorflow.python.ops.check_ops import ensure_shape # line: 2218
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+ from tensorflow.python.ops.check_ops import is_non_decreasing # line: 1986
405
+ from tensorflow.python.ops.check_ops import is_numeric_tensor # line: 1951
406
+ from tensorflow.python.ops.check_ops import is_strictly_increasing # line: 2028
407
+ from tensorflow.python.ops.clip_ops import clip_by_average_norm # line: 390
408
+ from tensorflow.python.ops.clip_ops import clip_by_global_norm # line: 288
409
+ from tensorflow.python.ops.clip_ops import clip_by_norm # line: 150
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+ from tensorflow.python.ops.clip_ops import clip_by_value # line: 32
411
+ from tensorflow.python.ops.clip_ops import global_norm # line: 235
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+ from tensorflow.python.ops.cond import cond # line: 39
413
+ from tensorflow.python.ops.confusion_matrix import confusion_matrix_v1 as confusion_matrix # line: 199
414
+ from tensorflow.python.ops.control_flow_assert import Assert # line: 62
415
+ from tensorflow.python.ops.control_flow_case import case # line: 138
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+ from tensorflow.python.ops.control_flow_ops import group # line: 1958
417
+ from tensorflow.python.ops.control_flow_ops import tuple # line: 2106
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+ from tensorflow.python.ops.control_flow_switch_case import switch_case # line: 181
419
+ from tensorflow.python.ops.control_flow_v2_toggles import control_flow_v2_enabled # line: 64
420
+ from tensorflow.python.ops.control_flow_v2_toggles import disable_control_flow_v2 # line: 48
421
+ from tensorflow.python.ops.control_flow_v2_toggles import enable_control_flow_v2 # line: 25
422
+ from tensorflow.python.ops.critical_section_ops import CriticalSection # line: 121
423
+ from tensorflow.python.ops.custom_gradient import custom_gradient # line: 45
424
+ from tensorflow.python.ops.custom_gradient import grad_pass_through # line: 777
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+ from tensorflow.python.ops.custom_gradient import recompute_grad # line: 604
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+ from tensorflow.python.ops.data_flow_ops import ConditionalAccumulator # line: 1321
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+ from tensorflow.python.ops.data_flow_ops import ConditionalAccumulatorBase # line: 1241
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+ from tensorflow.python.ops.data_flow_ops import FIFOQueue # line: 712
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+ from tensorflow.python.ops.data_flow_ops import PaddingFIFOQueue # line: 848
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+ from tensorflow.python.ops.data_flow_ops import PriorityQueue # line: 924
431
+ from tensorflow.python.ops.data_flow_ops import QueueBase # line: 115
432
+ from tensorflow.python.ops.data_flow_ops import RandomShuffleQueue # line: 622
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+ from tensorflow.python.ops.data_flow_ops import SparseConditionalAccumulator # line: 1412
434
+ from tensorflow.python.ops.functional_ops import foldl # line: 42
435
+ from tensorflow.python.ops.functional_ops import foldr # line: 238
436
+ from tensorflow.python.ops.functional_ops import scan # line: 435
437
+ from tensorflow.python.ops.gradients_impl import gradients # line: 51
438
+ from tensorflow.python.ops.gradients_impl import hessians # line: 384
439
+ from tensorflow.python.ops.gradients_util import AggregationMethod # line: 943
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+ from tensorflow.python.ops.histogram_ops import histogram_fixed_width # line: 103
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+ from tensorflow.python.ops.histogram_ops import histogram_fixed_width_bins # line: 31
442
+ from tensorflow.python.ops.init_ops import Constant as constant_initializer # line: 219
443
+ from tensorflow.python.ops.init_ops import GlorotNormal as glorot_normal_initializer # line: 1627
444
+ from tensorflow.python.ops.init_ops import GlorotUniform as glorot_uniform_initializer # line: 1595
445
+ from tensorflow.python.ops.init_ops import Ones as ones_initializer # line: 182
446
+ from tensorflow.python.ops.init_ops import Orthogonal as orthogonal_initializer # line: 895
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+ from tensorflow.python.ops.init_ops import RandomNormal as random_normal_initializer # line: 487
448
+ from tensorflow.python.ops.init_ops import RandomUniform as random_uniform_initializer # line: 397
449
+ from tensorflow.python.ops.init_ops import TruncatedNormal as truncated_normal_initializer # line: 577
450
+ from tensorflow.python.ops.init_ops import UniformUnitScaling as uniform_unit_scaling_initializer # line: 673
451
+ from tensorflow.python.ops.init_ops import VarianceScaling as variance_scaling_initializer # line: 741
452
+ from tensorflow.python.ops.init_ops import Zeros as zeros_initializer # line: 97
453
+ from tensorflow.python.ops.io_ops import FixedLengthRecordReader # line: 495
454
+ from tensorflow.python.ops.io_ops import IdentityReader # line: 605
455
+ from tensorflow.python.ops.io_ops import LMDBReader # line: 575
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+ from tensorflow.python.ops.io_ops import ReaderBase # line: 217
457
+ from tensorflow.python.ops.io_ops import TFRecordReader # line: 541
458
+ from tensorflow.python.ops.io_ops import TextLineReader # line: 462
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+ from tensorflow.python.ops.io_ops import WholeFileReader # line: 431
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+ from tensorflow.python.ops.io_ops import read_file # line: 97
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+ from tensorflow.python.ops.io_ops import serialize_tensor # line: 137
462
+ from tensorflow.python.ops.linalg_ops import cholesky_solve # line: 147
463
+ from tensorflow.python.ops.linalg_ops import eye # line: 196
464
+ from tensorflow.python.ops.linalg_ops import matrix_solve_ls # line: 244
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+ from tensorflow.python.ops.linalg_ops import matrix_triangular_solve # line: 84
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+ from tensorflow.python.ops.linalg_ops import norm # line: 633
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+ from tensorflow.python.ops.linalg_ops import self_adjoint_eig # line: 441
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+ from tensorflow.python.ops.linalg_ops import self_adjoint_eigvals # line: 465
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+ from tensorflow.python.ops.linalg_ops import svd # line: 489
470
+ from tensorflow.python.ops.logging_ops import Print # line: 75
471
+ from tensorflow.python.ops.logging_ops import print_v2 as print # line: 147
472
+ from tensorflow.python.ops.lookup_ops import initialize_all_tables # line: 50
473
+ from tensorflow.python.ops.lookup_ops import tables_initializer # line: 65
474
+ from tensorflow.python.ops.manip_ops import roll # line: 27
475
+ from tensorflow.python.ops.map_fn import map_fn # line: 41
476
+ from tensorflow.python.ops.math_ops import abs # line: 365
477
+ from tensorflow.python.ops.math_ops import accumulate_n # line: 4161
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+ from tensorflow.python.ops.math_ops import acos # line: 5747
479
+ from tensorflow.python.ops.math_ops import add # line: 4020
480
+ from tensorflow.python.ops.math_ops import add_n # line: 4101
481
+ from tensorflow.python.ops.math_ops import angle # line: 869
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+ from tensorflow.python.ops.math_ops import arg_max # line: 232
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+ from tensorflow.python.ops.math_ops import arg_min # line: 233
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+ from tensorflow.python.ops.math_ops import argmax # line: 251
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+ from tensorflow.python.ops.math_ops import argmin # line: 305
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+ from tensorflow.python.ops.math_ops import cast # line: 944
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+ from tensorflow.python.ops.math_ops import ceil # line: 5577
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+ from tensorflow.python.ops.math_ops import complex # line: 699
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+ from tensorflow.python.ops.math_ops import conj # line: 4534
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+ from tensorflow.python.ops.math_ops import count_nonzero # line: 2492
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+ from tensorflow.python.ops.math_ops import cumprod # line: 4424
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+ from tensorflow.python.ops.math_ops import cumsum # line: 4352
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+ from tensorflow.python.ops.math_ops import div # line: 1664
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+ from tensorflow.python.ops.math_ops import div_no_nan # line: 1696
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+ from tensorflow.python.ops.math_ops import divide # line: 446
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+ from tensorflow.python.ops.math_ops import equal # line: 2003
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+ from tensorflow.python.ops.math_ops import exp # line: 5644
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+ from tensorflow.python.ops.math_ops import floor # line: 5778
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+ from tensorflow.python.ops.math_ops import floordiv # line: 1804
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+ from tensorflow.python.ops.math_ops import imag # line: 835
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+ from tensorflow.python.ops.math_ops import linspace_nd as lin_space # line: 112
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+ from tensorflow.python.ops.math_ops import linspace_nd as linspace # line: 112
503
+ from tensorflow.python.ops.math_ops import log_sigmoid # line: 4307
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+ from tensorflow.python.ops.math_ops import logical_xor # line: 1904
505
+ from tensorflow.python.ops.math_ops import matmul # line: 3617
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+ from tensorflow.python.ops.math_ops import multiply # line: 481
507
+ from tensorflow.python.ops.math_ops import not_equal # line: 2040
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+ from tensorflow.python.ops.math_ops import pow # line: 669
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+ from tensorflow.python.ops.math_ops import range # line: 2163
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+ from tensorflow.python.ops.math_ops import real # line: 794
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+ from tensorflow.python.ops.math_ops import reduce_all_v1 as reduce_all # line: 3248
512
+ from tensorflow.python.ops.math_ops import reduce_any_v1 as reduce_any # line: 3354
513
+ from tensorflow.python.ops.math_ops import reduce_logsumexp_v1 as reduce_logsumexp # line: 3460
514
+ from tensorflow.python.ops.math_ops import reduce_max_v1 as reduce_max # line: 3123
515
+ from tensorflow.python.ops.math_ops import reduce_mean_v1 as reduce_mean # line: 2646
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+ from tensorflow.python.ops.math_ops import reduce_min_v1 as reduce_min # line: 2995
517
+ from tensorflow.python.ops.math_ops import reduce_prod_v1 as reduce_prod # line: 2936
518
+ from tensorflow.python.ops.math_ops import reduce_sum_v1 as reduce_sum # line: 2289
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+ from tensorflow.python.ops.math_ops import round # line: 914
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+ from tensorflow.python.ops.math_ops import rsqrt # line: 5722
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+ from tensorflow.python.ops.math_ops import saturate_cast # line: 1028
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+ from tensorflow.python.ops.math_ops import scalar_mul # line: 592
523
+ from tensorflow.python.ops.math_ops import sigmoid # line: 4254
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+ from tensorflow.python.ops.math_ops import sign # line: 747
525
+ from tensorflow.python.ops.math_ops import sparse_matmul # line: 3957
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+ from tensorflow.python.ops.math_ops import sparse_segment_mean # line: 4942
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+ from tensorflow.python.ops.math_ops import sparse_segment_sqrt_n # line: 5054
528
+ from tensorflow.python.ops.math_ops import sparse_segment_sum # line: 4770
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+ from tensorflow.python.ops.math_ops import sqrt # line: 5605
530
+ from tensorflow.python.ops.math_ops import subtract # line: 545
531
+ from tensorflow.python.ops.math_ops import tensordot # line: 5152
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+ from tensorflow.python.ops.math_ops import to_bfloat16 # line: 1271
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+ from tensorflow.python.ops.math_ops import to_complex128 # line: 1351
534
+ from tensorflow.python.ops.math_ops import to_complex64 # line: 1311
535
+ from tensorflow.python.ops.math_ops import to_double # line: 1151
536
+ from tensorflow.python.ops.math_ops import to_float # line: 1111
537
+ from tensorflow.python.ops.math_ops import to_int32 # line: 1191
538
+ from tensorflow.python.ops.math_ops import to_int64 # line: 1231
539
+ from tensorflow.python.ops.math_ops import trace # line: 3573
540
+ from tensorflow.python.ops.math_ops import truediv # line: 1630
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+ from tensorflow.python.ops.math_ops import unsorted_segment_mean # line: 4657
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+ from tensorflow.python.ops.math_ops import unsorted_segment_sqrt_n # line: 4712
543
+ from tensorflow.python.ops.numerics import add_check_numerics_ops # line: 81
544
+ from tensorflow.python.ops.numerics import verify_tensor_all_finite # line: 28
545
+ from tensorflow.python.ops.parallel_for.control_flow_ops import vectorized_map # line: 452
546
+ from tensorflow.python.ops.parsing_config import FixedLenFeature # line: 298
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+ from tensorflow.python.ops.parsing_config import FixedLenSequenceFeature # line: 318
548
+ from tensorflow.python.ops.parsing_config import SparseFeature # line: 223
549
+ from tensorflow.python.ops.parsing_config import VarLenFeature # line: 44
550
+ from tensorflow.python.ops.parsing_ops import decode_csv # line: 1023
551
+ from tensorflow.python.ops.parsing_ops import decode_json_example # line: 1152
552
+ from tensorflow.python.ops.parsing_ops import decode_raw_v1 as decode_raw # line: 978
553
+ from tensorflow.python.ops.parsing_ops import parse_example # line: 315
554
+ from tensorflow.python.ops.parsing_ops import parse_single_example # line: 375
555
+ from tensorflow.python.ops.parsing_ops import parse_single_sequence_example # line: 696
556
+ from tensorflow.python.ops.partitioned_variables import create_partitioned_variables # line: 275
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+ from tensorflow.python.ops.partitioned_variables import fixed_size_partitioner # line: 220
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+ from tensorflow.python.ops.partitioned_variables import min_max_variable_partitioner # line: 155
559
+ from tensorflow.python.ops.partitioned_variables import variable_axis_size_partitioner # line: 67
560
+ from tensorflow.python.ops.ragged.ragged_string_ops import string_split # line: 528
561
+ from tensorflow.python.ops.ragged.ragged_tensor import RaggedTensor # line: 65
562
+ from tensorflow.python.ops.ragged.ragged_tensor import RaggedTensorSpec # line: 2319
563
+ from tensorflow.python.ops.random_crop_ops import random_crop # line: 30
564
+ from tensorflow.python.ops.random_ops import multinomial # line: 362
565
+ from tensorflow.python.ops.random_ops import random_gamma # line: 451
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+ from tensorflow.python.ops.random_ops import random_normal # line: 39
567
+ from tensorflow.python.ops.random_ops import random_poisson # line: 545
568
+ from tensorflow.python.ops.random_ops import random_shuffle # line: 326
569
+ from tensorflow.python.ops.random_ops import random_uniform # line: 211
570
+ from tensorflow.python.ops.random_ops import truncated_normal # line: 155
571
+ from tensorflow.python.ops.script_ops import numpy_function # line: 804
572
+ from tensorflow.python.ops.script_ops import py_func # line: 795
573
+ from tensorflow.python.ops.script_ops import eager_py_func as py_function # line: 461
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+ from tensorflow.python.ops.session_ops import delete_session_tensor # line: 219
575
+ from tensorflow.python.ops.session_ops import get_session_handle # line: 135
576
+ from tensorflow.python.ops.session_ops import get_session_tensor # line: 178
577
+ from tensorflow.python.ops.sort_ops import argsort # line: 86
578
+ from tensorflow.python.ops.sort_ops import sort # line: 29
579
+ from tensorflow.python.ops.sparse_ops import deserialize_many_sparse # line: 2356
580
+ from tensorflow.python.ops.sparse_ops import serialize_many_sparse # line: 2224
581
+ from tensorflow.python.ops.sparse_ops import serialize_sparse # line: 2176
582
+ from tensorflow.python.ops.sparse_ops import sparse_add # line: 460
583
+ from tensorflow.python.ops.sparse_ops import sparse_concat # line: 284
584
+ from tensorflow.python.ops.sparse_ops import sparse_fill_empty_rows # line: 2109
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+ from tensorflow.python.ops.sparse_ops import sparse_maximum # line: 2734
586
+ from tensorflow.python.ops.sparse_ops import sparse_merge # line: 1802
587
+ from tensorflow.python.ops.sparse_ops import sparse_minimum # line: 2780
588
+ from tensorflow.python.ops.sparse_ops import sparse_reduce_max # line: 1341
589
+ from tensorflow.python.ops.sparse_ops import sparse_reduce_max_sparse # line: 1427
590
+ from tensorflow.python.ops.sparse_ops import sparse_reduce_sum # line: 1559
591
+ from tensorflow.python.ops.sparse_ops import sparse_reduce_sum_sparse # line: 1628
592
+ from tensorflow.python.ops.sparse_ops import sparse_reorder # line: 821
593
+ from tensorflow.python.ops.sparse_ops import sparse_reset_shape # line: 2004
594
+ from tensorflow.python.ops.sparse_ops import sparse_reshape # line: 876
595
+ from tensorflow.python.ops.sparse_ops import sparse_retain # line: 1957
596
+ from tensorflow.python.ops.sparse_ops import sparse_slice # line: 1136
597
+ from tensorflow.python.ops.sparse_ops import sparse_softmax # line: 2671
598
+ from tensorflow.python.ops.sparse_ops import sparse_split # line: 991
599
+ from tensorflow.python.ops.sparse_ops import sparse_tensor_dense_matmul # line: 2430
600
+ from tensorflow.python.ops.sparse_ops import sparse_tensor_to_dense # line: 1681
601
+ from tensorflow.python.ops.sparse_ops import sparse_to_dense # line: 1186
602
+ from tensorflow.python.ops.sparse_ops import sparse_to_indicator # line: 1737
603
+ from tensorflow.python.ops.sparse_ops import sparse_transpose # line: 2824
604
+ from tensorflow.python.ops.special_math_ops import einsum # line: 618
605
+ from tensorflow.python.ops.special_math_ops import lbeta # line: 45
606
+ from tensorflow.python.ops.state_ops import assign # line: 277
607
+ from tensorflow.python.ops.state_ops import assign_add # line: 205
608
+ from tensorflow.python.ops.state_ops import assign_sub # line: 133
609
+ from tensorflow.python.ops.state_ops import batch_scatter_update # line: 946
610
+ from tensorflow.python.ops.state_ops import count_up_to # line: 359
611
+ from tensorflow.python.ops.state_ops import scatter_add # line: 499
612
+ from tensorflow.python.ops.state_ops import scatter_div # line: 784
613
+ from tensorflow.python.ops.state_ops import scatter_max # line: 836
614
+ from tensorflow.python.ops.state_ops import scatter_min # line: 891
615
+ from tensorflow.python.ops.state_ops import scatter_mul # line: 732
616
+ from tensorflow.python.ops.state_ops import scatter_nd_add # line: 551
617
+ from tensorflow.python.ops.state_ops import scatter_nd_sub # line: 668
618
+ from tensorflow.python.ops.state_ops import scatter_nd_update # line: 437
619
+ from tensorflow.python.ops.state_ops import scatter_sub # line: 614
620
+ from tensorflow.python.ops.state_ops import scatter_update # line: 383
621
+ from tensorflow.python.ops.string_ops import reduce_join # line: 305
622
+ from tensorflow.python.ops.string_ops import regex_replace # line: 74
623
+ from tensorflow.python.ops.string_ops import string_join # line: 551
624
+ from tensorflow.python.ops.string_ops import string_to_hash_bucket_v1 as string_to_hash_bucket # line: 536
625
+ from tensorflow.python.ops.string_ops import string_to_number_v1 as string_to_number # line: 491
626
+ from tensorflow.python.ops.string_ops import substr_deprecated as substr # line: 422
627
+ from tensorflow.python.ops.template import make_template # line: 33
628
+ from tensorflow.python.ops.tensor_array_ops import TensorArray # line: 971
629
+ from tensorflow.python.ops.tensor_array_ops import TensorArraySpec # line: 1363
630
+ from tensorflow.python.ops.unconnected_gradients import UnconnectedGradients # line: 22
631
+ from tensorflow.python.ops.variable_scope import AUTO_REUSE # line: 200
632
+ from tensorflow.python.ops.variable_scope import VariableScope # line: 1123
633
+ from tensorflow.python.ops.variable_scope import disable_resource_variables # line: 269
634
+ from tensorflow.python.ops.variable_scope import enable_resource_variables # line: 225
635
+ from tensorflow.python.ops.variable_scope import get_local_variable # line: 1790
636
+ from tensorflow.python.ops.variable_scope import get_variable # line: 1614
637
+ from tensorflow.python.ops.variable_scope import get_variable_scope # line: 1480
638
+ from tensorflow.python.ops.variable_scope import no_regularizer # line: 1116
639
+ from tensorflow.python.ops.variable_scope import resource_variables_enabled # line: 247
640
+ from tensorflow.python.ops.variable_scope import variable_creator_scope_v1 as variable_creator_scope # line: 2708
641
+ from tensorflow.python.ops.variable_scope import variable_op_scope # line: 2596
642
+ from tensorflow.python.ops.variable_scope import variable_scope # line: 2156
643
+ from tensorflow.python.ops.variable_v1 import VariableV1 as Variable # line: 55
644
+ from tensorflow.python.ops.variable_v1 import is_variable_initialized # line: 35
645
+ from tensorflow.python.ops.variables import VariableAggregation # line: 139
646
+ from tensorflow.python.ops.variables import VariableSynchronization # line: 61
647
+ from tensorflow.python.ops.variables import all_variables # line: 1735
648
+ from tensorflow.python.ops.variables import assert_variables_initialized # line: 1950
649
+ from tensorflow.python.ops.variables import global_variables # line: 1700
650
+ from tensorflow.python.ops.variables import global_variables_initializer # line: 1896
651
+ from tensorflow.python.ops.variables import initialize_all_variables # line: 1915
652
+ from tensorflow.python.ops.variables import initialize_local_variables # line: 1942
653
+ from tensorflow.python.ops.variables import initialize_variables # line: 1888
654
+ from tensorflow.python.ops.variables import local_variables # line: 1760
655
+ from tensorflow.python.ops.variables import local_variables_initializer # line: 1923
656
+ from tensorflow.python.ops.variables import model_variables # line: 1788
657
+ from tensorflow.python.ops.variables import moving_average_variables # line: 1835
658
+ from tensorflow.python.ops.variables import report_uninitialized_variables # line: 1993
659
+ from tensorflow.python.ops.variables import trainable_variables # line: 1805
660
+ from tensorflow.python.ops.variables import variables_initializer # line: 1857
661
+ from tensorflow.python.ops.while_loop import while_loop # line: 255
662
+ from tensorflow.python.platform.tf_logging import get_logger # line: 93
663
+ from tensorflow.python.proto_exports import AttrValue # line: 26
664
+ from tensorflow.python.proto_exports import ConfigProto # line: 27
665
+ from tensorflow.python.proto_exports import Event # line: 28
666
+ from tensorflow.python.proto_exports import GPUOptions # line: 29
667
+ from tensorflow.python.proto_exports import GraphOptions # line: 30
668
+ from tensorflow.python.proto_exports import HistogramProto # line: 31
669
+ from tensorflow.python.proto_exports import LogMessage # line: 34
670
+ from tensorflow.python.proto_exports import MetaGraphDef # line: 35
671
+ from tensorflow.python.proto_exports import NameAttrList # line: 38
672
+ from tensorflow.python.proto_exports import NodeDef # line: 41
673
+ from tensorflow.python.proto_exports import OptimizerOptions # line: 42
674
+ from tensorflow.python.proto_exports import RunMetadata # line: 45
675
+ from tensorflow.python.proto_exports import RunOptions # line: 46
676
+ from tensorflow.python.proto_exports import SessionLog # line: 47
677
+ from tensorflow.python.proto_exports import Summary # line: 50
678
+ from tensorflow.python.proto_exports import SummaryMetadata # line: 56
679
+ from tensorflow.python.proto_exports import TensorInfo # line: 62
680
+
681
+
682
+
683
+ from tensorflow.python.util import module_wrapper as _module_wrapper
684
+
685
+ if not isinstance(_sys.modules[__name__], _module_wrapper.TFModuleWrapper):
686
+ _sys.modules[__name__] = _module_wrapper.TFModuleWrapper(
687
+ _sys.modules[__name__], "", public_apis=None, deprecation=False,
688
+ has_lite=False)
689
+
690
+
691
+ # Hook external TensorFlow modules.
692
+ _current_module = _sys.modules[__name__]
693
+
694
+ # Lazy-load estimator.
695
+ _estimator_module = "tensorflow_estimator.python.estimator.api._v1.estimator"
696
+ estimator = _LazyLoader("estimator", globals(), _estimator_module)
697
+ _module_dir = _module_util.get_parent_dir_for_name(_estimator_module)
698
+ if _module_dir:
699
+ _current_module.__path__ = [_module_dir] + _current_module.__path__
700
+ setattr(_current_module, "estimator", estimator)
701
+
702
+ # Lazy load Keras v1
703
+ _tf_uses_legacy_keras = (
704
+ _os.environ.get("TF_USE_LEGACY_KERAS", None) in ("true", "True", "1"))
705
+ setattr(_current_module, "keras", _KerasLazyLoader(globals(), mode="v1"))
706
+ if _tf_uses_legacy_keras:
707
+ _module_dir = _module_util.get_parent_dir_for_name("tf_keras.api._v1.keras")
708
+ else:
709
+ _module_dir = _module_util.get_parent_dir_for_name("keras.api._v1.keras")
710
+ _current_module.__path__ = [_module_dir] + _current_module.__path__
711
+
712
+
713
+ from tensorflow.python.platform import flags # pylint: disable=g-import-not-at-top
714
+ _current_module.app.flags = flags # pylint: disable=undefined-variable
715
+ setattr(_current_module, "flags", flags)
716
+
717
+ # Add module aliases from Keras to TF.
718
+ # Some tf endpoints actually lives under Keras.
719
+ _current_module.layers = _KerasLazyLoader(
720
+ globals(),
721
+ submodule="__internal__.legacy.layers",
722
+ name="layers",
723
+ mode="v1")
724
+ if _tf_uses_legacy_keras:
725
+ _module_dir = _module_util.get_parent_dir_for_name(
726
+ "tf_keras.api._v1.keras.__internal__.legacy.layers")
727
+ else:
728
+ _module_dir = _module_util.get_parent_dir_for_name(
729
+ "keras.api._v1.keras.__internal__.legacy.layers")
730
+ _current_module.__path__ = [_module_dir] + _current_module.__path__
731
+
732
+ _current_module.nn.rnn_cell = _KerasLazyLoader(
733
+ globals(),
734
+ submodule="__internal__.legacy.rnn_cell",
735
+ name="rnn_cell",
736
+ mode="v1")
737
+ if _tf_uses_legacy_keras:
738
+ _module_dir = _module_util.get_parent_dir_for_name(
739
+ "tf_keras.api._v1.keras.__internal__.legacy.rnn_cell")
740
+ else:
741
+ _module_dir = _module_util.get_parent_dir_for_name(
742
+ "keras.api._v1.keras.__internal__.legacy.rnn_cell")
743
+ _current_module.nn.__path__ = [_module_dir] + _current_module.nn.__path__
744
+
745
+ # Explicitly import lazy-loaded modules to support autocompletion.
746
+ # pylint: disable=g-import-not-at-top
747
+ if _typing.TYPE_CHECKING:
748
+ from tensorflow_estimator.python.estimator.api._v1 import estimator as estimator
749
+ # pylint: enable=g-import-not-at-top
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/compat/v1/compat/__init__.py ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.compat namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow._api.v2.compat.v1.compat import v1
9
+ from tensorflow._api.v2.compat.v1.compat import v2
10
+ from tensorflow.python.compat.compat import forward_compatibility_horizon # line: 125
11
+ from tensorflow.python.compat.compat import forward_compatible # line: 65
12
+ from tensorflow.python.framework.tensor_shape import dimension_at_index # line: 139
13
+ from tensorflow.python.framework.tensor_shape import dimension_value # line: 103
14
+ from tensorflow.python.util.compat import as_bytes # line: 121
15
+ from tensorflow.python.util.compat import as_str # line: 122
16
+ from tensorflow.python.util.compat import as_str_any # line: 125
17
+ from tensorflow.python.util.compat import as_text # line: 120
18
+ from tensorflow.python.util.compat import bytes_or_text_types # line: 216
19
+ from tensorflow.python.util.compat import complex_types # line: 212
20
+ from tensorflow.python.util.compat import integral_types # line: 208
21
+ from tensorflow.python.util.compat import path_to_str # line: 145
22
+ from tensorflow.python.util.compat import real_types # line: 210
23
+
24
+ from tensorflow.python.util import module_wrapper as _module_wrapper
25
+
26
+ if not isinstance(_sys.modules[__name__], _module_wrapper.TFModuleWrapper):
27
+ _sys.modules[__name__] = _module_wrapper.TFModuleWrapper(
28
+ _sys.modules[__name__], "compat", public_apis=None, deprecation=False,
29
+ has_lite=False)
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/compat/v2/__init__.py ADDED
@@ -0,0 +1,396 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Copyright 2015 The TensorFlow Authors. All Rights Reserved.
2
+ #
3
+ # Licensed under the Apache License, Version 2.0 (the "License");
4
+ # you may not use this file except in compliance with the License.
5
+ # You may obtain a copy of the License at
6
+ #
7
+ # http://www.apache.org/licenses/LICENSE-2.0
8
+ #
9
+ # Unless required by applicable law or agreed to in writing, software
10
+ # distributed under the License is distributed on an "AS IS" BASIS,
11
+ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12
+ # See the License for the specific language governing permissions and
13
+ # limitations under the License.
14
+ # ==============================================================================
15
+ """Bring in all of the public TensorFlow interface into this module."""
16
+
17
+ # pylint: disable=g-bad-import-order,g-import-not-at-top,protected-access
18
+
19
+ import logging as _logging
20
+ import os as _os
21
+ import sys as _sys
22
+ import typing as _typing
23
+
24
+ from tensorflow.python.tools import module_util as _module_util
25
+ from tensorflow.python.util.lazy_loader import LazyLoader as _LazyLoader
26
+ from tensorflow.python.util.lazy_loader import KerasLazyLoader as _KerasLazyLoader
27
+
28
+ from tensorflow._api.v2.compat.v2 import __internal__
29
+ from tensorflow._api.v2.compat.v2 import __operators__
30
+ from tensorflow._api.v2.compat.v2 import audio
31
+ from tensorflow._api.v2.compat.v2 import autodiff
32
+ from tensorflow._api.v2.compat.v2 import autograph
33
+ from tensorflow._api.v2.compat.v2 import bitwise
34
+ from tensorflow._api.v2.compat.v2 import compat
35
+ from tensorflow._api.v2.compat.v2 import config
36
+ from tensorflow._api.v2.compat.v2 import data
37
+ from tensorflow._api.v2.compat.v2 import debugging
38
+ from tensorflow._api.v2.compat.v2 import distribute
39
+ from tensorflow._api.v2.compat.v2 import dtypes
40
+ from tensorflow._api.v2.compat.v2 import errors
41
+ from tensorflow._api.v2.compat.v2 import experimental
42
+ from tensorflow._api.v2.compat.v2 import feature_column
43
+ from tensorflow._api.v2.compat.v2 import graph_util
44
+ from tensorflow._api.v2.compat.v2 import image
45
+ from tensorflow._api.v2.compat.v2 import io
46
+ from tensorflow._api.v2.compat.v2 import linalg
47
+ from tensorflow._api.v2.compat.v2 import lite
48
+ from tensorflow._api.v2.compat.v2 import lookup
49
+ from tensorflow._api.v2.compat.v2 import math
50
+ from tensorflow._api.v2.compat.v2 import mlir
51
+ from tensorflow._api.v2.compat.v2 import nest
52
+ from tensorflow._api.v2.compat.v2 import nn
53
+ from tensorflow._api.v2.compat.v2 import profiler
54
+ from tensorflow._api.v2.compat.v2 import quantization
55
+ from tensorflow._api.v2.compat.v2 import queue
56
+ from tensorflow._api.v2.compat.v2 import ragged
57
+ from tensorflow._api.v2.compat.v2 import random
58
+ from tensorflow._api.v2.compat.v2 import raw_ops
59
+ from tensorflow._api.v2.compat.v2 import saved_model
60
+ from tensorflow._api.v2.compat.v2 import sets
61
+ from tensorflow._api.v2.compat.v2 import signal
62
+ from tensorflow._api.v2.compat.v2 import sparse
63
+ from tensorflow._api.v2.compat.v2 import strings
64
+ from tensorflow._api.v2.compat.v2 import summary
65
+ from tensorflow._api.v2.compat.v2 import sysconfig
66
+ from tensorflow._api.v2.compat.v2 import test
67
+ from tensorflow._api.v2.compat.v2 import tpu
68
+ from tensorflow._api.v2.compat.v2 import train
69
+ from tensorflow._api.v2.compat.v2 import types
70
+ from tensorflow._api.v2.compat.v2 import version
71
+ from tensorflow._api.v2.compat.v2 import xla
72
+ from tensorflow.python.ops.gen_array_ops import bitcast # line: 558
73
+ from tensorflow.python.ops.gen_array_ops import broadcast_to # line: 829
74
+ from tensorflow.python.ops.gen_array_ops import extract_volume_patches # line: 2569
75
+ from tensorflow.python.ops.gen_array_ops import identity_n # line: 4226
76
+ from tensorflow.python.ops.gen_array_ops import reverse_v2 as reverse # line: 9140
77
+ from tensorflow.python.ops.gen_array_ops import scatter_nd # line: 9276
78
+ from tensorflow.python.ops.gen_array_ops import space_to_batch_nd # line: 10076
79
+ from tensorflow.python.ops.gen_array_ops import tensor_scatter_add as tensor_scatter_nd_add # line: 11226
80
+ from tensorflow.python.ops.gen_array_ops import tensor_scatter_max as tensor_scatter_nd_max # line: 11382
81
+ from tensorflow.python.ops.gen_array_ops import tensor_scatter_min as tensor_scatter_nd_min # line: 11488
82
+ from tensorflow.python.ops.gen_array_ops import tensor_scatter_sub as tensor_scatter_nd_sub # line: 11583
83
+ from tensorflow.python.ops.gen_array_ops import tile # line: 11970
84
+ from tensorflow.python.ops.gen_array_ops import unravel_index # line: 12731
85
+ from tensorflow.python.ops.gen_control_flow_ops import no_op # line: 475
86
+ from tensorflow.python.ops.gen_data_flow_ops import dynamic_partition # line: 594
87
+ from tensorflow.python.ops.gen_data_flow_ops import dynamic_stitch # line: 736
88
+ from tensorflow.python.ops.gen_linalg_ops import matrix_square_root # line: 1913
89
+ from tensorflow.python.ops.gen_logging_ops import timestamp # line: 886
90
+ from tensorflow.python.ops.gen_math_ops import acosh # line: 231
91
+ from tensorflow.python.ops.gen_math_ops import asin # line: 991
92
+ from tensorflow.python.ops.gen_math_ops import asinh # line: 1091
93
+ from tensorflow.python.ops.gen_math_ops import atan # line: 1184
94
+ from tensorflow.python.ops.gen_math_ops import atan2 # line: 1284
95
+ from tensorflow.python.ops.gen_math_ops import atanh # line: 1383
96
+ from tensorflow.python.ops.gen_math_ops import cos # line: 2464
97
+ from tensorflow.python.ops.gen_math_ops import cosh # line: 2558
98
+ from tensorflow.python.ops.gen_math_ops import greater # line: 4186
99
+ from tensorflow.python.ops.gen_math_ops import greater_equal # line: 4287
100
+ from tensorflow.python.ops.gen_math_ops import less # line: 5223
101
+ from tensorflow.python.ops.gen_math_ops import less_equal # line: 5324
102
+ from tensorflow.python.ops.gen_math_ops import logical_and # line: 5779
103
+ from tensorflow.python.ops.gen_math_ops import logical_not # line: 5918
104
+ from tensorflow.python.ops.gen_math_ops import logical_or # line: 6005
105
+ from tensorflow.python.ops.gen_math_ops import maximum # line: 6310
106
+ from tensorflow.python.ops.gen_math_ops import minimum # line: 6566
107
+ from tensorflow.python.ops.gen_math_ops import neg as negative # line: 6913
108
+ from tensorflow.python.ops.gen_math_ops import real_div as realdiv # line: 8068
109
+ from tensorflow.python.ops.gen_math_ops import sin # line: 10299
110
+ from tensorflow.python.ops.gen_math_ops import sinh # line: 10392
111
+ from tensorflow.python.ops.gen_math_ops import square # line: 11962
112
+ from tensorflow.python.ops.gen_math_ops import tan # line: 12352
113
+ from tensorflow.python.ops.gen_math_ops import tanh # line: 12446
114
+ from tensorflow.python.ops.gen_math_ops import truncate_div as truncatediv # line: 12601
115
+ from tensorflow.python.ops.gen_math_ops import truncate_mod as truncatemod # line: 12695
116
+ from tensorflow.python.ops.gen_nn_ops import approx_top_k # line: 33
117
+ from tensorflow.python.ops.gen_nn_ops import conv # line: 1061
118
+ from tensorflow.python.ops.gen_nn_ops import conv2d_backprop_filter_v2 # line: 1609
119
+ from tensorflow.python.ops.gen_nn_ops import conv2d_backprop_input_v2 # line: 1977
120
+ from tensorflow.python.ops.gen_ragged_array_ops import ragged_fill_empty_rows # line: 196
121
+ from tensorflow.python.ops.gen_ragged_array_ops import ragged_fill_empty_rows_grad # line: 305
122
+ from tensorflow.python.ops.gen_random_index_shuffle_ops import random_index_shuffle # line: 30
123
+ from tensorflow.python.ops.gen_spectral_ops import fftnd # line: 620
124
+ from tensorflow.python.ops.gen_spectral_ops import ifftnd # line: 991
125
+ from tensorflow.python.ops.gen_spectral_ops import irfftnd # line: 1347
126
+ from tensorflow.python.ops.gen_spectral_ops import rfftnd # line: 1707
127
+ from tensorflow.python.ops.gen_string_ops import as_string # line: 29
128
+ from tensorflow.python.data.ops.optional_ops import OptionalSpec # line: 205
129
+ from tensorflow.python.eager.backprop import GradientTape # line: 704
130
+ from tensorflow.python.eager.context import executing_eagerly # line: 2293
131
+ from tensorflow.python.eager.polymorphic_function.polymorphic_function import function # line: 1276
132
+ from tensorflow.python.framework.constant_op import constant # line: 172
133
+ from tensorflow.python.framework.device_spec import DeviceSpecV2 as DeviceSpec # line: 46
134
+ from tensorflow.python.framework.dtypes import DType # line: 51
135
+ from tensorflow.python.framework.dtypes import as_dtype # line: 793
136
+ from tensorflow.python.framework.dtypes import bfloat16 # line: 450
137
+ from tensorflow.python.framework.dtypes import bool # line: 414
138
+ from tensorflow.python.framework.dtypes import complex128 # line: 401
139
+ from tensorflow.python.framework.dtypes import complex64 # line: 394
140
+ from tensorflow.python.framework.dtypes import double # line: 388
141
+ from tensorflow.python.framework.dtypes import float16 # line: 373
142
+ from tensorflow.python.framework.dtypes import float32 # line: 380
143
+ from tensorflow.python.framework.dtypes import float64 # line: 386
144
+ from tensorflow.python.framework.dtypes import half # line: 374
145
+ from tensorflow.python.framework.dtypes import int16 # line: 354
146
+ from tensorflow.python.framework.dtypes import int32 # line: 360
147
+ from tensorflow.python.framework.dtypes import int64 # line: 366
148
+ from tensorflow.python.framework.dtypes import int8 # line: 348
149
+ from tensorflow.python.framework.dtypes import qint16 # line: 426
150
+ from tensorflow.python.framework.dtypes import qint32 # line: 432
151
+ from tensorflow.python.framework.dtypes import qint8 # line: 420
152
+ from tensorflow.python.framework.dtypes import quint16 # line: 444
153
+ from tensorflow.python.framework.dtypes import quint8 # line: 438
154
+ from tensorflow.python.framework.dtypes import resource # line: 312
155
+ from tensorflow.python.framework.dtypes import string # line: 408
156
+ from tensorflow.python.framework.dtypes import uint16 # line: 330
157
+ from tensorflow.python.framework.dtypes import uint32 # line: 336
158
+ from tensorflow.python.framework.dtypes import uint64 # line: 342
159
+ from tensorflow.python.framework.dtypes import uint8 # line: 324
160
+ from tensorflow.python.framework.dtypes import variant # line: 318
161
+ from tensorflow.python.framework.importer import import_graph_def # line: 354
162
+ from tensorflow.python.framework.indexed_slices import IndexedSlices # line: 54
163
+ from tensorflow.python.framework.indexed_slices import IndexedSlicesSpec # line: 203
164
+ from tensorflow.python.framework.load_library import load_library # line: 120
165
+ from tensorflow.python.framework.load_library import load_op_library # line: 31
166
+ from tensorflow.python.framework.ops import Graph # line: 1912
167
+ from tensorflow.python.framework.ops import Operation # line: 1032
168
+ from tensorflow.python.framework.ops import RegisterGradient # line: 1638
169
+ from tensorflow.python.framework.ops import control_dependencies # line: 4425
170
+ from tensorflow.python.framework.ops import device_v2 as device # line: 4338
171
+ from tensorflow.python.framework.ops import get_current_name_scope # line: 5576
172
+ from tensorflow.python.framework.ops import init_scope # line: 4626
173
+ from tensorflow.python.framework.ops import inside_function # line: 4764
174
+ from tensorflow.python.framework.ops import is_symbolic_tensor # line: 6076
175
+ from tensorflow.python.framework.ops import name_scope_v2 as name_scope # line: 5611
176
+ from tensorflow.python.framework.ops import no_gradient # line: 1687
177
+ from tensorflow.python.framework.sparse_tensor import SparseTensor # line: 47
178
+ from tensorflow.python.framework.sparse_tensor import SparseTensorSpec # line: 377
179
+ from tensorflow.python.framework.tensor import Tensor # line: 139
180
+ from tensorflow.python.framework.tensor import TensorSpec # line: 918
181
+ from tensorflow.python.framework.tensor_conversion import convert_to_tensor_v2_with_dispatch as convert_to_tensor # line: 96
182
+ from tensorflow.python.framework.tensor_conversion_registry import register_tensor_conversion_function # line: 80
183
+ from tensorflow.python.framework.tensor_shape import TensorShape # line: 747
184
+ from tensorflow.python.framework.tensor_util import constant_value as get_static_value # line: 896
185
+ from tensorflow.python.framework.tensor_util import is_tf_type as is_tensor # line: 1128
186
+ from tensorflow.python.framework.tensor_util import MakeNdarray as make_ndarray # line: 633
187
+ from tensorflow.python.framework.tensor_util import make_tensor_proto # line: 425
188
+ from tensorflow.python.framework.type_spec import TypeSpec # line: 50
189
+ from tensorflow.python.framework.type_spec import type_spec_from_value # line: 959
190
+ from tensorflow.python.framework.versions import COMPILER_VERSION as __compiler_version__ # line: 41
191
+ from tensorflow.python.framework.versions import CXX11_ABI_FLAG as __cxx11_abi_flag__ # line: 48
192
+ from tensorflow.python.framework.versions import CXX_VERSION as __cxx_version__ # line: 54
193
+ from tensorflow.python.framework.versions import GIT_VERSION as __git_version__ # line: 35
194
+ from tensorflow.python.framework.versions import MONOLITHIC_BUILD as __monolithic_build__ # line: 60
195
+ from tensorflow.python.framework.versions import VERSION as __version__ # line: 29
196
+ from tensorflow.python.module.module import Module # line: 29
197
+ from tensorflow.python.ops.array_ops import batch_to_space_v2 as batch_to_space # line: 4096
198
+ from tensorflow.python.ops.array_ops import boolean_mask_v2 as boolean_mask # line: 1785
199
+ from tensorflow.python.ops.array_ops import broadcast_dynamic_shape # line: 528
200
+ from tensorflow.python.ops.array_ops import broadcast_static_shape # line: 562
201
+ from tensorflow.python.ops.array_ops import concat # line: 1596
202
+ from tensorflow.python.ops.array_ops import edit_distance # line: 3770
203
+ from tensorflow.python.ops.array_ops import expand_dims_v2 as expand_dims # line: 393
204
+ from tensorflow.python.ops.array_ops import fill # line: 206
205
+ from tensorflow.python.ops.array_ops import fingerprint # line: 6587
206
+ from tensorflow.python.ops.array_ops import gather_v2 as gather # line: 5243
207
+ from tensorflow.python.ops.array_ops import gather_nd_v2 as gather_nd # line: 5661
208
+ from tensorflow.python.ops.array_ops import guarantee_const # line: 6926
209
+ from tensorflow.python.ops.array_ops import identity # line: 255
210
+ from tensorflow.python.ops.array_ops import meshgrid # line: 3624
211
+ from tensorflow.python.ops.array_ops import newaxis # line: 58
212
+ from tensorflow.python.ops.array_ops import one_hot # line: 4234
213
+ from tensorflow.python.ops.array_ops import ones # line: 3163
214
+ from tensorflow.python.ops.array_ops import ones_like_v2 as ones_like # line: 3095
215
+ from tensorflow.python.ops.array_ops import pad_v2 as pad # line: 3443
216
+ from tensorflow.python.ops.array_ops import parallel_stack # line: 1414
217
+ from tensorflow.python.ops.array_ops import rank # line: 879
218
+ from tensorflow.python.ops.array_ops import repeat # line: 6872
219
+ from tensorflow.python.ops.array_ops import required_space_to_batch_paddings # line: 3928
220
+ from tensorflow.python.ops.array_ops import reshape # line: 65
221
+ from tensorflow.python.ops.array_ops import reverse_sequence_v2 as reverse_sequence # line: 4970
222
+ from tensorflow.python.ops.array_ops import searchsorted # line: 6330
223
+ from tensorflow.python.ops.array_ops import sequence_mask # line: 4412
224
+ from tensorflow.python.ops.array_ops import shape_v2 as shape # line: 598
225
+ from tensorflow.python.ops.array_ops import shape_n # line: 732
226
+ from tensorflow.python.ops.array_ops import size_v2 as size # line: 762
227
+ from tensorflow.python.ops.array_ops import slice # line: 1171
228
+ from tensorflow.python.ops.array_ops import space_to_batch_v2 as space_to_batch # line: 4031
229
+ from tensorflow.python.ops.array_ops import split # line: 1990
230
+ from tensorflow.python.ops.array_ops import squeeze_v2 as squeeze # line: 4534
231
+ from tensorflow.python.ops.array_ops import stop_gradient # line: 6945
232
+ from tensorflow.python.ops.array_ops import strided_slice # line: 1227
233
+ from tensorflow.python.ops.array_ops import tensor_scatter_nd_update # line: 5757
234
+ from tensorflow.python.ops.array_ops import transpose_v2 as transpose # line: 2072
235
+ from tensorflow.python.ops.array_ops import unique # line: 1889
236
+ from tensorflow.python.ops.array_ops import unique_with_counts # line: 1937
237
+ from tensorflow.python.ops.array_ops import where_v2 as where # line: 4691
238
+ from tensorflow.python.ops.array_ops import zeros # line: 2845
239
+ from tensorflow.python.ops.array_ops import zeros_like_v2 as zeros_like # line: 2947
240
+ from tensorflow.python.ops.array_ops_stack import stack # line: 24
241
+ from tensorflow.python.ops.array_ops_stack import unstack # line: 88
242
+ from tensorflow.python.ops.batch_ops import batch_function as nondifferentiable_batch_function # line: 28
243
+ from tensorflow.python.ops.check_ops import assert_equal_v2 as assert_equal # line: 762
244
+ from tensorflow.python.ops.check_ops import assert_greater_v2 as assert_greater # line: 978
245
+ from tensorflow.python.ops.check_ops import assert_less_v2 as assert_less # line: 942
246
+ from tensorflow.python.ops.check_ops import assert_rank_v2 as assert_rank # line: 1064
247
+ from tensorflow.python.ops.check_ops import ensure_shape # line: 2218
248
+ from tensorflow.python.ops.clip_ops import clip_by_global_norm # line: 288
249
+ from tensorflow.python.ops.clip_ops import clip_by_norm # line: 150
250
+ from tensorflow.python.ops.clip_ops import clip_by_value # line: 32
251
+ from tensorflow.python.ops.cond import cond_for_tf_v2 as cond # line: 243
252
+ from tensorflow.python.ops.control_flow_assert import Assert # line: 62
253
+ from tensorflow.python.ops.control_flow_case import case_v2 as case # line: 33
254
+ from tensorflow.python.ops.control_flow_ops import group # line: 1958
255
+ from tensorflow.python.ops.control_flow_ops import tuple_v2 as tuple # line: 2037
256
+ from tensorflow.python.ops.control_flow_switch_case import switch_case # line: 181
257
+ from tensorflow.python.ops.critical_section_ops import CriticalSection # line: 121
258
+ from tensorflow.python.ops.custom_gradient import custom_gradient # line: 45
259
+ from tensorflow.python.ops.custom_gradient import grad_pass_through # line: 777
260
+ from tensorflow.python.ops.custom_gradient import recompute_grad # line: 604
261
+ from tensorflow.python.ops.functional_ops import foldl_v2 as foldl # line: 161
262
+ from tensorflow.python.ops.functional_ops import foldr_v2 as foldr # line: 358
263
+ from tensorflow.python.ops.functional_ops import scan_v2 as scan # line: 691
264
+ from tensorflow.python.ops.gradients_impl import gradients_v2 as gradients # line: 184
265
+ from tensorflow.python.ops.gradients_impl import HessiansV2 as hessians # line: 451
266
+ from tensorflow.python.ops.gradients_util import AggregationMethod # line: 943
267
+ from tensorflow.python.ops.histogram_ops import histogram_fixed_width # line: 103
268
+ from tensorflow.python.ops.histogram_ops import histogram_fixed_width_bins # line: 31
269
+ from tensorflow.python.ops.init_ops_v2 import Constant as constant_initializer # line: 204
270
+ from tensorflow.python.ops.init_ops_v2 import Ones as ones_initializer # line: 157
271
+ from tensorflow.python.ops.init_ops_v2 import RandomNormal as random_normal_initializer # line: 371
272
+ from tensorflow.python.ops.init_ops_v2 import RandomUniform as random_uniform_initializer # line: 302
273
+ from tensorflow.python.ops.init_ops_v2 import Zeros as zeros_initializer # line: 110
274
+ from tensorflow.python.ops.linalg_ops import eig # line: 382
275
+ from tensorflow.python.ops.linalg_ops import eigvals # line: 414
276
+ from tensorflow.python.ops.linalg_ops import eye # line: 196
277
+ from tensorflow.python.ops.linalg_ops import norm_v2 as norm # line: 561
278
+ from tensorflow.python.ops.logging_ops import print_v2 as print # line: 147
279
+ from tensorflow.python.ops.manip_ops import roll # line: 27
280
+ from tensorflow.python.ops.map_fn import map_fn_v2 as map_fn # line: 614
281
+ from tensorflow.python.ops.math_ops import abs # line: 365
282
+ from tensorflow.python.ops.math_ops import acos # line: 5747
283
+ from tensorflow.python.ops.math_ops import add # line: 4020
284
+ from tensorflow.python.ops.math_ops import add_n # line: 4101
285
+ from tensorflow.python.ops.math_ops import argmax_v2 as argmax # line: 268
286
+ from tensorflow.python.ops.math_ops import argmin_v2 as argmin # line: 322
287
+ from tensorflow.python.ops.math_ops import cast # line: 944
288
+ from tensorflow.python.ops.math_ops import complex # line: 699
289
+ from tensorflow.python.ops.math_ops import cumsum # line: 4352
290
+ from tensorflow.python.ops.math_ops import divide # line: 446
291
+ from tensorflow.python.ops.math_ops import equal # line: 2003
292
+ from tensorflow.python.ops.math_ops import exp # line: 5644
293
+ from tensorflow.python.ops.math_ops import floor # line: 5778
294
+ from tensorflow.python.ops.math_ops import linspace_nd as linspace # line: 112
295
+ from tensorflow.python.ops.math_ops import matmul # line: 3617
296
+ from tensorflow.python.ops.math_ops import multiply # line: 481
297
+ from tensorflow.python.ops.math_ops import not_equal # line: 2040
298
+ from tensorflow.python.ops.math_ops import pow # line: 669
299
+ from tensorflow.python.ops.math_ops import range # line: 2163
300
+ from tensorflow.python.ops.math_ops import reduce_all # line: 3306
301
+ from tensorflow.python.ops.math_ops import reduce_any # line: 3412
302
+ from tensorflow.python.ops.math_ops import reduce_logsumexp # line: 3517
303
+ from tensorflow.python.ops.math_ops import reduce_max # line: 3187
304
+ from tensorflow.python.ops.math_ops import reduce_mean # line: 2713
305
+ from tensorflow.python.ops.math_ops import reduce_min # line: 3059
306
+ from tensorflow.python.ops.math_ops import reduce_prod # line: 2887
307
+ from tensorflow.python.ops.math_ops import reduce_sum # line: 2369
308
+ from tensorflow.python.ops.math_ops import round # line: 914
309
+ from tensorflow.python.ops.math_ops import saturate_cast # line: 1028
310
+ from tensorflow.python.ops.math_ops import scalar_mul_v2 as scalar_mul # line: 660
311
+ from tensorflow.python.ops.math_ops import sigmoid # line: 4254
312
+ from tensorflow.python.ops.math_ops import sign # line: 747
313
+ from tensorflow.python.ops.math_ops import sqrt # line: 5605
314
+ from tensorflow.python.ops.math_ops import subtract # line: 545
315
+ from tensorflow.python.ops.math_ops import tensordot # line: 5152
316
+ from tensorflow.python.ops.math_ops import truediv # line: 1630
317
+ from tensorflow.python.ops.parallel_for.control_flow_ops import vectorized_map # line: 452
318
+ from tensorflow.python.ops.ragged.ragged_tensor import RaggedTensor # line: 65
319
+ from tensorflow.python.ops.ragged.ragged_tensor import RaggedTensorSpec # line: 2319
320
+ from tensorflow.python.ops.script_ops import numpy_function # line: 804
321
+ from tensorflow.python.ops.script_ops import eager_py_func as py_function # line: 461
322
+ from tensorflow.python.ops.sort_ops import argsort # line: 86
323
+ from tensorflow.python.ops.sort_ops import sort # line: 29
324
+ from tensorflow.python.ops.special_math_ops import einsum # line: 618
325
+ from tensorflow.python.ops.tensor_array_ops import TensorArray # line: 971
326
+ from tensorflow.python.ops.tensor_array_ops import TensorArraySpec # line: 1363
327
+ from tensorflow.python.ops.unconnected_gradients import UnconnectedGradients # line: 22
328
+ from tensorflow.python.ops.variable_scope import variable_creator_scope # line: 2784
329
+ from tensorflow.python.ops.variables import Variable # line: 201
330
+ from tensorflow.python.ops.variables import VariableAggregationV2 as VariableAggregation # line: 89
331
+ from tensorflow.python.ops.variables import VariableSynchronization # line: 61
332
+ from tensorflow.python.ops.while_loop import while_loop_v2 as while_loop # line: 35
333
+ from tensorflow.python.platform.tf_logging import get_logger # line: 93
334
+
335
+
336
+
337
+
338
+ # Hook external TensorFlow modules.
339
+ _current_module = _sys.modules[__name__]
340
+ try:
341
+ from tensorboard.summary._tf import summary
342
+ _current_module.__path__ = (
343
+ [_module_util.get_parent_dir(summary)] + _current_module.__path__)
344
+ setattr(_current_module, "summary", summary)
345
+ except ImportError:
346
+ _logging.warning(
347
+ "Limited tf.compat.v2.summary API due to missing TensorBoard "
348
+ "installation.")
349
+
350
+ # Lazy-load estimator.
351
+ _estimator_module = "tensorflow_estimator.python.estimator.api._v2.estimator"
352
+ estimator = _LazyLoader("estimator", globals(), _estimator_module)
353
+ _module_dir = _module_util.get_parent_dir_for_name(_estimator_module)
354
+ if _module_dir:
355
+ _current_module.__path__ = [_module_dir] + _current_module.__path__
356
+ setattr(_current_module, "estimator", estimator)
357
+
358
+ # Lazy load Keras v2
359
+ _tf_uses_legacy_keras = (
360
+ _os.environ.get("TF_USE_LEGACY_KERAS", None) in ("true", "True", "1"))
361
+ setattr(_current_module, "keras", _KerasLazyLoader(globals(), mode="v2"))
362
+ if _tf_uses_legacy_keras:
363
+ _module_dir = _module_util.get_parent_dir_for_name("tf_keras.api._v2.keras")
364
+ else:
365
+ _module_dir = _module_util.get_parent_dir_for_name("keras.api._v2.keras")
366
+ _current_module.__path__ = [_module_dir] + _current_module.__path__
367
+
368
+
369
+ # We would like the following to work for fully enabling 2.0 in a 1.0 install:
370
+ #
371
+ # import tensorflow.compat.v2 as tf
372
+ # tf.enable_v2_behavior()
373
+ #
374
+ # This make this one symbol available directly.
375
+ from tensorflow.python.compat.v2_compat import enable_v2_behavior # pylint: disable=g-import-not-at-top
376
+ setattr(_current_module, "enable_v2_behavior", enable_v2_behavior)
377
+
378
+ # Add module aliases
379
+ _losses = _KerasLazyLoader(
380
+ globals(), submodule="losses", name="losses", mode="v2")
381
+ _metrics = _KerasLazyLoader(
382
+ globals(), submodule="metrics", name="metrics", mode="v2")
383
+ _optimizers = _KerasLazyLoader(
384
+ globals(), submodule="optimizers", name="optimizers", mode="v2")
385
+ _initializers = _KerasLazyLoader(
386
+ globals(), submodule="initializers", name="initializers", mode="v2")
387
+ setattr(_current_module, "losses", _losses)
388
+ setattr(_current_module, "metrics", _metrics)
389
+ setattr(_current_module, "optimizers", _optimizers)
390
+ setattr(_current_module, "initializers", _initializers)
391
+
392
+ # Explicitly import lazy-loaded modules to support autocompletion.
393
+ # pylint: disable=g-import-not-at-top
394
+ if _typing.TYPE_CHECKING:
395
+ from tensorflow_estimator.python.estimator.api._v2 import estimator as estimator
396
+ # pylint: enable=g-import-not-at-top
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/compat/v2/compat/__init__.py ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.compat namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow._api.v2.compat.v2.compat import v1
9
+ from tensorflow._api.v2.compat.v2.compat import v2
10
+ from tensorflow.python.compat.compat import forward_compatibility_horizon # line: 125
11
+ from tensorflow.python.compat.compat import forward_compatible # line: 65
12
+ from tensorflow.python.framework.tensor_shape import dimension_at_index # line: 139
13
+ from tensorflow.python.framework.tensor_shape import dimension_value # line: 103
14
+ from tensorflow.python.util.compat import as_bytes # line: 121
15
+ from tensorflow.python.util.compat import as_str # line: 122
16
+ from tensorflow.python.util.compat import as_str_any # line: 125
17
+ from tensorflow.python.util.compat import as_text # line: 120
18
+ from tensorflow.python.util.compat import bytes_or_text_types # line: 216
19
+ from tensorflow.python.util.compat import complex_types # line: 212
20
+ from tensorflow.python.util.compat import integral_types # line: 208
21
+ from tensorflow.python.util.compat import path_to_str # line: 145
22
+ from tensorflow.python.util.compat import real_types # line: 210
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/config/__init__.py ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.config namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow._api.v2.compat.v2.config import experimental
9
+ from tensorflow._api.v2.compat.v2.config import optimizer
10
+ from tensorflow._api.v2.compat.v2.config import threading
11
+ from tensorflow.python.eager.context import LogicalDevice # line: 290
12
+ from tensorflow.python.eager.context import LogicalDeviceConfiguration # line: 308
13
+ from tensorflow.python.eager.context import PhysicalDevice # line: 345
14
+ from tensorflow.python.eager.polymorphic_function.eager_function_run import experimental_functions_run_eagerly # line: 108
15
+ from tensorflow.python.eager.polymorphic_function.eager_function_run import experimental_run_functions_eagerly # line: 82
16
+ from tensorflow.python.eager.polymorphic_function.eager_function_run import functions_run_eagerly # line: 25
17
+ from tensorflow.python.eager.polymorphic_function.eager_function_run import run_functions_eagerly # line: 31
18
+ from tensorflow.python.eager.remote import connect_to_cluster as experimental_connect_to_cluster # line: 76
19
+ from tensorflow.python.eager.remote import connect_to_remote_host as experimental_connect_to_host # line: 37
20
+ from tensorflow.python.framework.config import get_logical_device_configuration # line: 802
21
+ from tensorflow.python.framework.config import get_soft_device_placement # line: 257
22
+ from tensorflow.python.framework.config import get_visible_devices # line: 500
23
+ from tensorflow.python.framework.config import list_logical_devices # line: 461
24
+ from tensorflow.python.framework.config import list_physical_devices # line: 424
25
+ from tensorflow.python.framework.config import set_logical_device_configuration # line: 843
26
+ from tensorflow.python.framework.config import set_soft_device_placement # line: 283
27
+ from tensorflow.python.framework.config import set_visible_devices # line: 533
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/config/experimental/__init__.py ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.config.experimental namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.eager.context import LogicalDeviceConfiguration as VirtualDeviceConfiguration # line: 308
9
+ from tensorflow.python.framework.config import disable_mlir_bridge # line: 926
10
+ from tensorflow.python.framework.config import enable_mlir_bridge # line: 915
11
+ from tensorflow.python.framework.config import enable_op_determinism # line: 932
12
+ from tensorflow.python.framework.config import enable_tensor_float_32_execution # line: 46
13
+ from tensorflow.python.framework.config import get_device_details # line: 757
14
+ from tensorflow.python.framework.config import get_device_policy # line: 312
15
+ from tensorflow.python.framework.config import get_memory_growth # line: 700
16
+ from tensorflow.python.framework.config import get_memory_info # line: 571
17
+ from tensorflow.python.framework.config import get_memory_usage # line: 664
18
+ from tensorflow.python.framework.config import get_synchronous_execution # line: 386
19
+ from tensorflow.python.framework.config import get_logical_device_configuration as get_virtual_device_configuration # line: 802
20
+ from tensorflow.python.framework.config import get_visible_devices # line: 500
21
+ from tensorflow.python.framework.config import list_logical_devices # line: 461
22
+ from tensorflow.python.framework.config import list_physical_devices # line: 424
23
+ from tensorflow.python.framework.config import reset_memory_stats # line: 620
24
+ from tensorflow.python.framework.config import set_device_policy # line: 340
25
+ from tensorflow.python.framework.config import set_memory_growth # line: 729
26
+ from tensorflow.python.framework.config import set_synchronous_execution # line: 399
27
+ from tensorflow.python.framework.config import set_logical_device_configuration as set_virtual_device_configuration # line: 843
28
+ from tensorflow.python.framework.config import set_visible_devices # line: 533
29
+ from tensorflow.python.framework.config import tensor_float_32_execution_enabled # line: 27
30
+ from tensorflow.python.training.server_lib import ClusterDeviceFilters # line: 495
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/config/optimizer/__init__.py ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.config.optimizer namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.framework.config import get_optimizer_experimental_options as get_experimental_options # line: 198
9
+ from tensorflow.python.framework.config import get_optimizer_jit as get_jit # line: 158
10
+ from tensorflow.python.framework.config import set_optimizer_experimental_options as set_experimental_options # line: 214
11
+ from tensorflow.python.framework.config import set_optimizer_jit as set_jit # line: 172
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/config/threading/__init__.py ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.config.threading namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.framework.config import get_inter_op_parallelism_threads # line: 132
9
+ from tensorflow.python.framework.config import get_intra_op_parallelism_threads # line: 104
10
+ from tensorflow.python.framework.config import set_inter_op_parallelism_threads # line: 145
11
+ from tensorflow.python.framework.config import set_intra_op_parallelism_threads # line: 118
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/data/__init__.py ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.data namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow._api.v2.compat.v2.data import experimental
9
+ from tensorflow.python.data.ops.dataset_ops import AUTOTUNE # line: 102
10
+ from tensorflow.python.data.ops.dataset_ops import DatasetV2 as Dataset # line: 135
11
+ from tensorflow.python.data.ops.dataset_ops import DatasetSpec # line: 4542
12
+ from tensorflow.python.data.ops.dataset_ops import INFINITE as INFINITE_CARDINALITY # line: 112
13
+ from tensorflow.python.data.ops.dataset_ops import NumpyIterator # line: 4707
14
+ from tensorflow.python.data.ops.dataset_ops import UNKNOWN as UNKNOWN_CARDINALITY # line: 113
15
+ from tensorflow.python.data.ops.iterator_ops import IteratorBase as Iterator # line: 557
16
+ from tensorflow.python.data.ops.iterator_ops import IteratorSpec # line: 913
17
+ from tensorflow.python.data.ops.options import Options # line: 493
18
+ from tensorflow.python.data.ops.options import ThreadingOptions # line: 449
19
+ from tensorflow.python.data.ops.readers import FixedLengthRecordDatasetV2 as FixedLengthRecordDataset # line: 569
20
+ from tensorflow.python.data.ops.readers import TFRecordDatasetV2 as TFRecordDataset # line: 386
21
+ from tensorflow.python.data.ops.readers import TextLineDatasetV2 as TextLineDataset # line: 171
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/data/experimental/__init__.py ADDED
@@ -0,0 +1,67 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.data.experimental namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow._api.v2.compat.v2.data.experimental import service
9
+ from tensorflow.python.data.experimental.ops.batching import dense_to_ragged_batch # line: 30
10
+ from tensorflow.python.data.experimental.ops.batching import dense_to_sparse_batch # line: 94
11
+ from tensorflow.python.data.experimental.ops.batching import map_and_batch # line: 210
12
+ from tensorflow.python.data.experimental.ops.batching import unbatch # line: 269
13
+ from tensorflow.python.data.experimental.ops.cardinality import INFINITE as INFINITE_CARDINALITY # line: 26
14
+ from tensorflow.python.data.experimental.ops.cardinality import UNKNOWN as UNKNOWN_CARDINALITY # line: 28
15
+ from tensorflow.python.data.experimental.ops.cardinality import assert_cardinality # line: 67
16
+ from tensorflow.python.data.experimental.ops.cardinality import cardinality # line: 33
17
+ from tensorflow.python.data.experimental.ops.counter import CounterV2 as Counter # line: 23
18
+ from tensorflow.python.data.experimental.ops.distribute import SHARD_HINT # line: 31
19
+ from tensorflow.python.data.experimental.ops.enumerate_ops import enumerate_dataset # line: 21
20
+ from tensorflow.python.data.experimental.ops.error_ops import ignore_errors # line: 20
21
+ from tensorflow.python.data.experimental.ops.from_list import from_list # line: 75
22
+ from tensorflow.python.data.experimental.ops.get_single_element import get_single_element # line: 22
23
+ from tensorflow.python.data.experimental.ops.grouping import Reducer # line: 388
24
+ from tensorflow.python.data.experimental.ops.grouping import bucket_by_sequence_length # line: 112
25
+ from tensorflow.python.data.experimental.ops.grouping import group_by_reducer # line: 28
26
+ from tensorflow.python.data.experimental.ops.grouping import group_by_window # line: 59
27
+ from tensorflow.python.data.experimental.ops.interleave_ops import choose_from_datasets_v2 as choose_from_datasets # line: 175
28
+ from tensorflow.python.data.experimental.ops.interleave_ops import parallel_interleave # line: 28
29
+ from tensorflow.python.data.experimental.ops.interleave_ops import sample_from_datasets_v2 as sample_from_datasets # line: 91
30
+ from tensorflow.python.data.experimental.ops.io import load # line: 108
31
+ from tensorflow.python.data.experimental.ops.io import save # line: 26
32
+ from tensorflow.python.data.experimental.ops.iterator_ops import CheckpointInputPipelineHook # line: 105
33
+ from tensorflow.python.data.experimental.ops.iterator_ops import make_saveable_from_iterator # line: 43
34
+ from tensorflow.python.data.experimental.ops.lookup_ops import DatasetInitializer # line: 54
35
+ from tensorflow.python.data.experimental.ops.lookup_ops import index_table_from_dataset # line: 190
36
+ from tensorflow.python.data.experimental.ops.lookup_ops import table_from_dataset # line: 102
37
+ from tensorflow.python.data.experimental.ops.pad_to_cardinality import pad_to_cardinality # line: 26
38
+ from tensorflow.python.data.experimental.ops.parsing_ops import parse_example_dataset # line: 105
39
+ from tensorflow.python.data.experimental.ops.prefetching_ops import copy_to_device # line: 65
40
+ from tensorflow.python.data.experimental.ops.prefetching_ops import prefetch_to_device # line: 33
41
+ from tensorflow.python.data.experimental.ops.random_access import at # line: 22
42
+ from tensorflow.python.data.experimental.ops.random_ops import RandomDatasetV2 as RandomDataset # line: 27
43
+ from tensorflow.python.data.experimental.ops.readers import CsvDatasetV2 as CsvDataset # line: 668
44
+ from tensorflow.python.data.experimental.ops.readers import SqlDatasetV2 as SqlDataset # line: 1156
45
+ from tensorflow.python.data.experimental.ops.readers import make_batched_features_dataset_v2 as make_batched_features_dataset # line: 916
46
+ from tensorflow.python.data.experimental.ops.readers import make_csv_dataset_v2 as make_csv_dataset # line: 326
47
+ from tensorflow.python.data.experimental.ops.resampling import rejection_resample # line: 21
48
+ from tensorflow.python.data.experimental.ops.scan_ops import scan # line: 21
49
+ from tensorflow.python.data.experimental.ops.shuffle_ops import shuffle_and_repeat # line: 62
50
+ from tensorflow.python.data.experimental.ops.snapshot import snapshot # line: 190
51
+ from tensorflow.python.data.experimental.ops.take_while_ops import take_while # line: 21
52
+ from tensorflow.python.data.experimental.ops.unique import unique # line: 21
53
+ from tensorflow.python.data.experimental.ops.writers import TFRecordWriter # line: 27
54
+ from tensorflow.python.data.ops.dataset_ops import AUTOTUNE # line: 104
55
+ from tensorflow.python.data.ops.dataset_ops import from_variant # line: 4514
56
+ from tensorflow.python.data.ops.dataset_ops import get_structure # line: 4349
57
+ from tensorflow.python.data.ops.dataset_ops import to_variant # line: 4529
58
+ from tensorflow.python.data.ops.debug_mode import enable_debug_mode # line: 24
59
+ from tensorflow.python.data.ops.iterator_ops import get_next_as_optional # line: 999
60
+ from tensorflow.python.data.ops.optional_ops import Optional # line: 31
61
+ from tensorflow.python.data.ops.options import AutoShardPolicy # line: 88
62
+ from tensorflow.python.data.ops.options import AutotuneAlgorithm # line: 30
63
+ from tensorflow.python.data.ops.options import AutotuneOptions # line: 193
64
+ from tensorflow.python.data.ops.options import DistributeOptions # line: 262
65
+ from tensorflow.python.data.ops.options import ExternalStatePolicy # line: 155
66
+ from tensorflow.python.data.ops.options import OptimizationOptions # line: 304
67
+ from tensorflow.python.data.ops.options import ThreadingOptions # line: 449
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/data/experimental/service/__init__.py ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.data.experimental.service namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.data.experimental.ops.data_service_ops import CrossTrainerCache # line: 117
9
+ from tensorflow.python.data.experimental.ops.data_service_ops import ShardingPolicy # line: 46
10
+ from tensorflow.python.data.experimental.ops.data_service_ops import distribute # line: 531
11
+ from tensorflow.python.data.experimental.ops.data_service_ops import from_dataset_id # line: 1045
12
+ from tensorflow.python.data.experimental.ops.data_service_ops import register_dataset # line: 839
13
+ from tensorflow.python.data.experimental.service.server_lib import DispatchServer # line: 130
14
+ from tensorflow.python.data.experimental.service.server_lib import DispatcherConfig # line: 44
15
+ from tensorflow.python.data.experimental.service.server_lib import WorkerConfig # line: 292
16
+ from tensorflow.python.data.experimental.service.server_lib import WorkerServer # line: 348
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/debugging/__init__.py ADDED
@@ -0,0 +1,39 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.debugging namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow._api.v2.compat.v2.debugging import experimental
9
+ from tensorflow.python.ops.gen_array_ops import check_numerics # line: 950
10
+ from tensorflow.python.debug.lib.check_numerics_callback import disable_check_numerics # line: 445
11
+ from tensorflow.python.debug.lib.check_numerics_callback import enable_check_numerics # line: 336
12
+ from tensorflow.python.eager.context import get_log_device_placement # line: 2520
13
+ from tensorflow.python.eager.context import set_log_device_placement # line: 2530
14
+ from tensorflow.python.ops.check_ops import assert_equal_v2 as assert_equal # line: 762
15
+ from tensorflow.python.ops.check_ops import assert_greater_v2 as assert_greater # line: 978
16
+ from tensorflow.python.ops.check_ops import assert_greater_equal_v2 as assert_greater_equal # line: 996
17
+ from tensorflow.python.ops.check_ops import assert_integer_v2 as assert_integer # line: 1427
18
+ from tensorflow.python.ops.check_ops import assert_less_v2 as assert_less # line: 942
19
+ from tensorflow.python.ops.check_ops import assert_less_equal_v2 as assert_less_equal # line: 959
20
+ from tensorflow.python.ops.check_ops import assert_near_v2 as assert_near # line: 803
21
+ from tensorflow.python.ops.check_ops import assert_negative_v2 as assert_negative # line: 543
22
+ from tensorflow.python.ops.check_ops import assert_non_negative_v2 as assert_non_negative # line: 650
23
+ from tensorflow.python.ops.check_ops import assert_non_positive_v2 as assert_non_positive # line: 706
24
+ from tensorflow.python.ops.check_ops import assert_none_equal_v2 as assert_none_equal # line: 783
25
+ from tensorflow.python.ops.check_ops import assert_positive_v2 as assert_positive # line: 597
26
+ from tensorflow.python.ops.check_ops import assert_proper_iterable # line: 511
27
+ from tensorflow.python.ops.check_ops import assert_rank_v2 as assert_rank # line: 1064
28
+ from tensorflow.python.ops.check_ops import assert_rank_at_least_v2 as assert_rank_at_least # line: 1162
29
+ from tensorflow.python.ops.check_ops import assert_rank_in_v2 as assert_rank_in # line: 1329
30
+ from tensorflow.python.ops.check_ops import assert_same_float_dtype # line: 2118
31
+ from tensorflow.python.ops.check_ops import assert_scalar_v2 as assert_scalar # line: 2153
32
+ from tensorflow.python.ops.check_ops import assert_shapes_v2 as assert_shapes # line: 1611
33
+ from tensorflow.python.ops.check_ops import assert_type_v2 as assert_type # line: 1487
34
+ from tensorflow.python.ops.check_ops import is_numeric_tensor # line: 1951
35
+ from tensorflow.python.ops.control_flow_assert import Assert # line: 62
36
+ from tensorflow.python.ops.numerics import verify_tensor_all_finite_v2 as assert_all_finite # line: 50
37
+ from tensorflow.python.util.traceback_utils import disable_traceback_filtering # line: 76
38
+ from tensorflow.python.util.traceback_utils import enable_traceback_filtering # line: 51
39
+ from tensorflow.python.util.traceback_utils import is_traceback_filtering_enabled # line: 32
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/debugging/experimental/__init__.py ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.debugging.experimental namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.debug.lib.dumping_callback import disable_dump_debug_info # line: 863
9
+ from tensorflow.python.debug.lib.dumping_callback import enable_dump_debug_info # line: 672
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/__init__.py ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.distribute namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow._api.v2.compat.v2.distribute import cluster_resolver
9
+ from tensorflow._api.v2.compat.v2.distribute import coordinator
10
+ from tensorflow._api.v2.compat.v2.distribute import experimental
11
+ from tensorflow.python.distribute.collective_all_reduce_strategy import CollectiveAllReduceStrategy as MultiWorkerMirroredStrategy # line: 56
12
+ from tensorflow.python.distribute.cross_device_ops import CrossDeviceOps # line: 251
13
+ from tensorflow.python.distribute.cross_device_ops import HierarchicalCopyAllReduce # line: 996
14
+ from tensorflow.python.distribute.cross_device_ops import NcclAllReduce # line: 959
15
+ from tensorflow.python.distribute.cross_device_ops import ReductionToOneDevice # line: 581
16
+ from tensorflow.python.distribute.distribute_lib import InputContext # line: 841
17
+ from tensorflow.python.distribute.distribute_lib import InputOptions # line: 1015
18
+ from tensorflow.python.distribute.distribute_lib import InputReplicationMode # line: 824
19
+ from tensorflow.python.distribute.distribute_lib import ReplicaContext # line: 3677
20
+ from tensorflow.python.distribute.distribute_lib import RunOptions # line: 980
21
+ from tensorflow.python.distribute.distribute_lib import Strategy # line: 2033
22
+ from tensorflow.python.distribute.distribute_lib import StrategyExtendedV2 as StrategyExtended # line: 2401
23
+ from tensorflow.python.distribute.distribute_lib import experimental_set_strategy # line: 584
24
+ from tensorflow.python.distribute.distribute_lib import get_replica_context # line: 454
25
+ from tensorflow.python.distribute.distribute_lib import get_strategy # line: 543
26
+ from tensorflow.python.distribute.distribute_lib import has_strategy # line: 563
27
+ from tensorflow.python.distribute.distribute_lib import in_cross_replica_context # line: 518
28
+ from tensorflow.python.distribute.mirrored_strategy import MirroredStrategy # line: 199
29
+ from tensorflow.python.distribute.one_device_strategy import OneDeviceStrategy # line: 38
30
+ from tensorflow.python.distribute.parameter_server_strategy_v2 import ParameterServerStrategyV2 as ParameterServerStrategy # line: 72
31
+ from tensorflow.python.distribute.reduce_util import ReduceOp # line: 23
32
+ from tensorflow.python.distribute.tpu_strategy import TPUStrategyV2 as TPUStrategy # line: 242
33
+ from tensorflow.python.training.server_lib import Server # line: 94
34
+ from tensorflow.python.types.distribute import DistributedDatasetInterface as DistributedDataset # line: 307
35
+ from tensorflow.python.types.distribute import DistributedIteratorInterface as DistributedIterator # line: 196
36
+ from tensorflow.python.types.distribute import DistributedValues # line: 62
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/cluster_resolver/__init__.py ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.distribute.cluster_resolver namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.distribute.cluster_resolver.cluster_resolver import ClusterResolver # line: 55
9
+ from tensorflow.python.distribute.cluster_resolver.cluster_resolver import SimpleClusterResolver # line: 288
10
+ from tensorflow.python.distribute.cluster_resolver.cluster_resolver import UnionClusterResolver as UnionResolver # line: 418
11
+ from tensorflow.python.distribute.cluster_resolver.gce_cluster_resolver import GCEClusterResolver # line: 30
12
+ from tensorflow.python.distribute.cluster_resolver.kubernetes_cluster_resolver import KubernetesClusterResolver # line: 23
13
+ from tensorflow.python.distribute.cluster_resolver.slurm_cluster_resolver import SlurmClusterResolver # line: 163
14
+ from tensorflow.python.distribute.cluster_resolver.tfconfig_cluster_resolver import TFConfigClusterResolver # line: 47
15
+ from tensorflow.python.distribute.cluster_resolver.tpu_cluster_resolver import TPUClusterResolver # line: 24
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/coordinator/__init__.py ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.distribute.coordinator namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.distribute.coordinator.cluster_coordinator import ClusterCoordinator # line: 1397
9
+ from tensorflow.python.distribute.coordinator.coordinator_context import get_current_worker_index as experimental_get_current_worker_index # line: 81
10
+ from tensorflow.python.distribute.coordinator.remote_value import RemoteValue # line: 53
11
+ from tensorflow.python.distribute.coordinator.values import PerWorkerValues as PerWorkerValue # line: 152
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/experimental/__init__.py ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.distribute.experimental namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow._api.v2.compat.v2.distribute.experimental import coordinator
9
+ from tensorflow._api.v2.compat.v2.distribute.experimental import partitioners
10
+ from tensorflow._api.v2.compat.v2.distribute.experimental import rpc
11
+ from tensorflow.python.distribute.central_storage_strategy import CentralStorageStrategy # line: 23
12
+ from tensorflow.python.distribute.collective_all_reduce_strategy import _CollectiveAllReduceStrategyExperimental as MultiWorkerMirroredStrategy # line: 229
13
+ from tensorflow.python.distribute.collective_util import CommunicationImplementation as CollectiveCommunication # line: 26
14
+ from tensorflow.python.distribute.collective_util import Hints as CollectiveHints # line: 168
15
+ from tensorflow.python.distribute.collective_util import CommunicationImplementation # line: 26
16
+ from tensorflow.python.distribute.collective_util import _OptionsExported as CommunicationOptions # line: 50
17
+ from tensorflow.python.distribute.distribute_lib import ValueContext # line: 914
18
+ from tensorflow.python.distribute.failure_handling.failure_handling import PreemptionCheckpointHandler # line: 336
19
+ from tensorflow.python.distribute.failure_handling.failure_handling import TerminationConfig # line: 74
20
+ from tensorflow.python.distribute.failure_handling.preemption_watcher import PreemptionWatcher # line: 44
21
+ from tensorflow.python.distribute.parameter_server_strategy_v2 import ParameterServerStrategyV2 as ParameterServerStrategy # line: 72
22
+ from tensorflow.python.distribute.tpu_strategy import TPUStrategy # line: 667
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/experimental/coordinator/__init__.py ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.distribute.experimental.coordinator namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.distribute.coordinator.cluster_coordinator import ClusterCoordinator # line: 1397
9
+ from tensorflow.python.distribute.coordinator.remote_value import RemoteValue # line: 53
10
+ from tensorflow.python.distribute.coordinator.values import PerWorkerValues # line: 152
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/experimental/partitioners/__init__.py ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.distribute.experimental.partitioners namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.distribute.sharded_variable import FixedShardsPartitioner # line: 83
9
+ from tensorflow.python.distribute.sharded_variable import MaxSizePartitioner # line: 175
10
+ from tensorflow.python.distribute.sharded_variable import MinSizePartitioner # line: 114
11
+ from tensorflow.python.distribute.sharded_variable import Partitioner # line: 46
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/distribute/experimental/rpc/__init__.py ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.distribute.experimental.rpc namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.distribute.experimental.rpc.rpc_ops import Client # line: 117
9
+ from tensorflow.python.distribute.experimental.rpc.rpc_ops import Server # line: 50
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/dtypes/__init__.py ADDED
@@ -0,0 +1,39 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.dtypes namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow._api.v2.compat.v2.dtypes import experimental
9
+ from tensorflow.python.framework.dtypes import DType # line: 51
10
+ from tensorflow.python.framework.dtypes import QUANTIZED_DTYPES # line: 771
11
+ from tensorflow.python.framework.dtypes import as_dtype # line: 793
12
+ from tensorflow.python.framework.dtypes import bfloat16 # line: 450
13
+ from tensorflow.python.framework.dtypes import bool # line: 414
14
+ from tensorflow.python.framework.dtypes import complex128 # line: 401
15
+ from tensorflow.python.framework.dtypes import complex64 # line: 394
16
+ from tensorflow.python.framework.dtypes import double # line: 388
17
+ from tensorflow.python.framework.dtypes import float16 # line: 373
18
+ from tensorflow.python.framework.dtypes import float32 # line: 380
19
+ from tensorflow.python.framework.dtypes import float64 # line: 386
20
+ from tensorflow.python.framework.dtypes import half # line: 374
21
+ from tensorflow.python.framework.dtypes import int16 # line: 354
22
+ from tensorflow.python.framework.dtypes import int32 # line: 360
23
+ from tensorflow.python.framework.dtypes import int64 # line: 366
24
+ from tensorflow.python.framework.dtypes import int8 # line: 348
25
+ from tensorflow.python.framework.dtypes import qint16 # line: 426
26
+ from tensorflow.python.framework.dtypes import qint32 # line: 432
27
+ from tensorflow.python.framework.dtypes import qint8 # line: 420
28
+ from tensorflow.python.framework.dtypes import quint16 # line: 444
29
+ from tensorflow.python.framework.dtypes import quint8 # line: 438
30
+ from tensorflow.python.framework.dtypes import resource # line: 312
31
+ from tensorflow.python.framework.dtypes import string # line: 408
32
+ from tensorflow.python.framework.dtypes import uint16 # line: 330
33
+ from tensorflow.python.framework.dtypes import uint32 # line: 336
34
+ from tensorflow.python.framework.dtypes import uint64 # line: 342
35
+ from tensorflow.python.framework.dtypes import uint8 # line: 324
36
+ from tensorflow.python.framework.dtypes import variant # line: 318
37
+ from tensorflow.python.ops.math_ops import cast # line: 944
38
+ from tensorflow.python.ops.math_ops import complex # line: 699
39
+ from tensorflow.python.ops.math_ops import saturate_cast # line: 1028
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/dtypes/experimental/__init__.py ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.dtypes.experimental namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.framework.dtypes import float8_e4m3fn # line: 465
9
+ from tensorflow.python.framework.dtypes import float8_e5m2 # line: 456
10
+ from tensorflow.python.framework.dtypes import int4 # line: 471
11
+ from tensorflow.python.framework.dtypes import uint4 # line: 477
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/errors/__init__.py ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.errors namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.framework.errors_impl import ABORTED # line: 214
9
+ from tensorflow.python.framework.errors_impl import ALREADY_EXISTS # line: 201
10
+ from tensorflow.python.framework.errors_impl import AbortedError # line: 401
11
+ from tensorflow.python.framework.errors_impl import AlreadyExistsError # line: 318
12
+ from tensorflow.python.framework.errors_impl import CANCELLED # line: 189
13
+ from tensorflow.python.framework.errors_impl import CancelledError # line: 227
14
+ from tensorflow.python.framework.errors_impl import DATA_LOSS # line: 224
15
+ from tensorflow.python.framework.errors_impl import DEADLINE_EXCEEDED # line: 196
16
+ from tensorflow.python.framework.errors_impl import DataLossError # line: 480
17
+ from tensorflow.python.framework.errors_impl import DeadlineExceededError # line: 290
18
+ from tensorflow.python.framework.errors_impl import FAILED_PRECONDITION # line: 211
19
+ from tensorflow.python.framework.errors_impl import FailedPreconditionError # line: 383
20
+ from tensorflow.python.framework.errors_impl import INTERNAL # line: 220
21
+ from tensorflow.python.framework.errors_impl import INVALID_ARGUMENT # line: 193
22
+ from tensorflow.python.framework.errors_impl import InternalError # line: 454
23
+ from tensorflow.python.framework.errors_impl import InvalidArgumentError # line: 270
24
+ from tensorflow.python.framework.errors_impl import NOT_FOUND # line: 199
25
+ from tensorflow.python.framework.errors_impl import NotFoundError # line: 303
26
+ from tensorflow.python.framework.errors_impl import OK # line: 187
27
+ from tensorflow.python.framework.errors_impl import OUT_OF_RANGE # line: 216
28
+ from tensorflow.python.framework.errors_impl import OpError # line: 57
29
+ from tensorflow.python.framework.errors_impl import OperatorNotAllowedInGraphError # line: 34
30
+ from tensorflow.python.framework.errors_impl import OutOfRangeError # line: 417
31
+ from tensorflow.python.framework.errors_impl import PERMISSION_DENIED # line: 203
32
+ from tensorflow.python.framework.errors_impl import PermissionDeniedError # line: 338
33
+ from tensorflow.python.framework.errors_impl import RESOURCE_EXHAUSTED # line: 208
34
+ from tensorflow.python.framework.errors_impl import ResourceExhaustedError # line: 367
35
+ from tensorflow.python.framework.errors_impl import UNAUTHENTICATED # line: 206
36
+ from tensorflow.python.framework.errors_impl import UNAVAILABLE # line: 222
37
+ from tensorflow.python.framework.errors_impl import UNIMPLEMENTED # line: 218
38
+ from tensorflow.python.framework.errors_impl import UNKNOWN # line: 191
39
+ from tensorflow.python.framework.errors_impl import UnauthenticatedError # line: 354
40
+ from tensorflow.python.framework.errors_impl import UnavailableError # line: 467
41
+ from tensorflow.python.framework.errors_impl import UnimplementedError # line: 437
42
+ from tensorflow.python.framework.errors_impl import UnknownError # line: 254
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/__init__.py ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.experimental namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow._api.v2.compat.v2.experimental import dlpack
9
+ from tensorflow._api.v2.compat.v2.experimental import dtensor
10
+ from tensorflow._api.v2.compat.v2.experimental import extension_type
11
+ from tensorflow._api.v2.compat.v2.experimental import numpy
12
+ from tensorflow._api.v2.compat.v2.experimental import tensorrt
13
+ from tensorflow.python.data.ops.optional_ops import Optional # line: 31
14
+ from tensorflow.python.eager.context import async_clear_error # line: 2836
15
+ from tensorflow.python.eager.context import async_scope # line: 2772
16
+ from tensorflow.python.eager.context import function_executor_type # line: 2621
17
+ from tensorflow.python.framework.dtypes import float8_e4m3fn # line: 465
18
+ from tensorflow.python.framework.dtypes import float8_e5m2 # line: 456
19
+ from tensorflow.python.framework.dtypes import int4 # line: 471
20
+ from tensorflow.python.framework.dtypes import uint4 # line: 477
21
+ from tensorflow.python.framework.extension_type import BatchableExtensionType # line: 831
22
+ from tensorflow.python.framework.extension_type import ExtensionType # line: 99
23
+ from tensorflow.python.framework.extension_type import ExtensionTypeBatchEncoder # line: 651
24
+ from tensorflow.python.framework.extension_type import ExtensionTypeSpec # line: 419
25
+ from tensorflow.python.framework.load_library import register_filesystem_plugin # line: 199
26
+ from tensorflow.python.framework.strict_mode import enable_strict_mode # line: 22
27
+ from tensorflow.python.ops.ragged.dynamic_ragged_shape import DynamicRaggedShape # line: 167
28
+ from tensorflow.python.ops.ragged.row_partition import RowPartition # line: 56
29
+ from tensorflow.python.ops.structured.structured_tensor import StructuredTensor # line: 53
30
+ from tensorflow.python.util.dispatch import dispatch_for_api # line: 334
31
+ from tensorflow.python.util.dispatch import dispatch_for_binary_elementwise_apis # line: 878
32
+ from tensorflow.python.util.dispatch import dispatch_for_binary_elementwise_assert_apis # line: 936
33
+ from tensorflow.python.util.dispatch import dispatch_for_unary_elementwise_apis # line: 811
34
+ from tensorflow.python.util.dispatch import unregister_dispatch_for # line: 553
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/dlpack/__init__.py ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.experimental.dlpack namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.dlpack.dlpack import from_dlpack # line: 44
9
+ from tensorflow.python.dlpack.dlpack import to_dlpack # line: 22
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/dtensor/__init__.py ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.experimental.dtensor namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.dtensor.python.accelerator_util import initialize_accelerator_system # line: 114
9
+ from tensorflow.dtensor.python.accelerator_util import initialize_accelerator_system as initialize_multi_client # line: 114
10
+ from tensorflow.dtensor.python.accelerator_util import initialize_accelerator_system as initialize_tpu_system # line: 114
11
+ from tensorflow.dtensor.python.accelerator_util import shutdown_accelerator_system # line: 268
12
+ from tensorflow.dtensor.python.accelerator_util import shutdown_accelerator_system as shutdown_tpu_system # line: 268
13
+ from tensorflow.dtensor.python.api import reset_dtensor_device as _reset_dtensor_device # line: 505
14
+ from tensorflow.dtensor.python.api import call_with_layout # line: 37
15
+ from tensorflow.dtensor.python.api import check_layout # line: 395
16
+ from tensorflow.dtensor.python.api import copy_to_mesh # line: 167
17
+ from tensorflow.dtensor.python.api import default_mesh # line: 89
18
+ from tensorflow.dtensor.python.api import device_name # line: 131
19
+ from tensorflow.dtensor.python.api import fetch_layout # line: 379
20
+ from tensorflow.dtensor.python.api import get_default_mesh # line: 115
21
+ from tensorflow.dtensor.python.api import is_dtensor # line: 147
22
+ from tensorflow.dtensor.python.api import pack # line: 191
23
+ from tensorflow.dtensor.python.api import relayout # line: 411
24
+ from tensorflow.dtensor.python.api import relayout_like # line: 452
25
+ from tensorflow.dtensor.python.api import run_on # line: 67
26
+ from tensorflow.dtensor.python.api import unpack # line: 342
27
+ from tensorflow.dtensor.python.config import client_id # line: 86
28
+ from tensorflow.dtensor.python.config import full_job_name # line: 117
29
+ from tensorflow.dtensor.python.config import heartbeat_enabled # line: 168
30
+ from tensorflow.dtensor.python.config import job_name # line: 108
31
+ from tensorflow.dtensor.python.config import jobs # line: 148
32
+ from tensorflow.dtensor.python.config import local_devices # line: 46
33
+ from tensorflow.dtensor.python.config import num_clients # line: 100
34
+ from tensorflow.dtensor.python.config import num_global_devices # line: 80
35
+ from tensorflow.dtensor.python.config import num_local_devices # line: 68
36
+ from tensorflow.dtensor.python.config import preferred_device_type # line: 192
37
+ from tensorflow.dtensor.python.d_checkpoint import DTensorCheckpoint # line: 411
38
+ from tensorflow.dtensor.python.d_variable import DVariable # line: 143
39
+ from tensorflow.dtensor.python.input_util import DTensorDataset # line: 384
40
+ from tensorflow.dtensor.python.layout import Layout # line: 351
41
+ from tensorflow.dtensor.python.layout import MATCH # line: 39
42
+ from tensorflow.dtensor.python.layout import Mesh # line: 53
43
+ from tensorflow.dtensor.python.layout import UNSHARDED # line: 36
44
+ from tensorflow.dtensor.python.mesh_util import barrier # line: 243
45
+ from tensorflow.dtensor.python.mesh_util import create_distributed_mesh # line: 138
46
+ from tensorflow.dtensor.python.mesh_util import create_mesh # line: 70
47
+ from tensorflow.dtensor.python.save_restore import enable_save_as_bf16 # line: 83
48
+ from tensorflow.dtensor.python.save_restore import name_based_restore # line: 100
49
+ from tensorflow.dtensor.python.save_restore import name_based_save # line: 176
50
+ from tensorflow.dtensor.python.save_restore import sharded_save # line: 34
51
+ from tensorflow.dtensor.python.tpu_util import create_tpu_mesh # line: 578
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/extension_type/__init__.py ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.experimental.extension_type namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.framework.extension_type import as_dict # line: 332
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/numpy/__init__.py ADDED
@@ -0,0 +1,236 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.experimental.numpy namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow._api.v2.compat.v2.experimental.numpy import random
9
+ from tensorflow.python.framework.tensor import Tensor as ndarray # line: 139
10
+ from tensorflow.python.ops.numpy_ops.np_array_ops import all # line: 420
11
+ from tensorflow.python.ops.numpy_ops.np_array_ops import amax # line: 672
12
+ from tensorflow.python.ops.numpy_ops.np_array_ops import amin # line: 689
13
+ from tensorflow.python.ops.numpy_ops.np_array_ops import any # line: 427
14
+ from tensorflow.python.ops.numpy_ops.np_array_ops import arange # line: 259
15
+ from tensorflow.python.ops.numpy_ops.np_array_ops import around # line: 820
16
+ from tensorflow.python.ops.numpy_ops.np_array_ops import array # line: 217
17
+ from tensorflow.python.ops.numpy_ops.np_array_ops import asanyarray # line: 246
18
+ from tensorflow.python.ops.numpy_ops.np_array_ops import asarray # line: 234
19
+ from tensorflow.python.ops.numpy_ops.np_array_ops import ascontiguousarray # line: 252
20
+ from tensorflow.python.ops.numpy_ops.np_array_ops import atleast_1d # line: 1293
21
+ from tensorflow.python.ops.numpy_ops.np_array_ops import atleast_2d # line: 1299
22
+ from tensorflow.python.ops.numpy_ops.np_array_ops import atleast_3d # line: 1305
23
+ from tensorflow.python.ops.numpy_ops.np_array_ops import broadcast_arrays # line: 1567
24
+ from tensorflow.python.ops.numpy_ops.np_array_ops import broadcast_to # line: 1192
25
+ from tensorflow.python.ops.numpy_ops.np_array_ops import compress # line: 434
26
+ from tensorflow.python.ops.numpy_ops.np_array_ops import copy # line: 465
27
+ from tensorflow.python.ops.numpy_ops.np_array_ops import cumprod # line: 483
28
+ from tensorflow.python.ops.numpy_ops.np_array_ops import cumsum # line: 500
29
+ from tensorflow.python.ops.numpy_ops.np_array_ops import diag # line: 305
30
+ from tensorflow.python.ops.numpy_ops.np_array_ops import diag_indices # line: 1338
31
+ from tensorflow.python.ops.numpy_ops.np_array_ops import diagflat # line: 389
32
+ from tensorflow.python.ops.numpy_ops.np_array_ops import diagonal # line: 347
33
+ from tensorflow.python.ops.numpy_ops.np_array_ops import dsplit # line: 1187
34
+ from tensorflow.python.ops.numpy_ops.np_array_ops import dstack # line: 1241
35
+ from tensorflow.python.ops.numpy_ops.np_array_ops import empty # line: 53
36
+ from tensorflow.python.ops.numpy_ops.np_array_ops import empty_like # line: 59
37
+ from tensorflow.python.ops.numpy_ops.np_array_ops import expand_dims # line: 875
38
+ from tensorflow.python.ops.numpy_ops.np_array_ops import eye # line: 98
39
+ from tensorflow.python.ops.numpy_ops.np_array_ops import flatten # line: 889
40
+ from tensorflow.python.ops.numpy_ops.np_array_ops import flip # line: 1433
41
+ from tensorflow.python.ops.numpy_ops.np_array_ops import fliplr # line: 1452
42
+ from tensorflow.python.ops.numpy_ops.np_array_ops import flipud # line: 1446
43
+ from tensorflow.python.ops.numpy_ops.np_array_ops import full # line: 136
44
+ from tensorflow.python.ops.numpy_ops.np_array_ops import full_like # line: 148
45
+ from tensorflow.python.ops.numpy_ops.np_array_ops import hsplit # line: 1184
46
+ from tensorflow.python.ops.numpy_ops.np_array_ops import hstack # line: 1214
47
+ from tensorflow.python.ops.numpy_ops.np_array_ops import identity # line: 130
48
+ from tensorflow.python.ops.numpy_ops.np_array_ops import imag # line: 517
49
+ from tensorflow.python.ops.numpy_ops.np_array_ops import isscalar # line: 1114
50
+ from tensorflow.python.ops.numpy_ops.np_array_ops import ix_ # line: 1534
51
+ from tensorflow.python.ops.numpy_ops.np_array_ops import max # line: 1667
52
+ from tensorflow.python.ops.numpy_ops.np_array_ops import mean # line: 657
53
+ from tensorflow.python.ops.numpy_ops.np_array_ops import min # line: 1673
54
+ from tensorflow.python.ops.numpy_ops.np_array_ops import moveaxis # line: 953
55
+ from tensorflow.python.ops.numpy_ops.np_array_ops import ndim # line: 1107
56
+ from tensorflow.python.ops.numpy_ops.np_array_ops import newaxis # line: 48
57
+ from tensorflow.python.ops.numpy_ops.np_array_ops import nonzero # line: 1324
58
+ from tensorflow.python.ops.numpy_ops.np_array_ops import ones # line: 83
59
+ from tensorflow.python.ops.numpy_ops.np_array_ops import ones_like # line: 91
60
+ from tensorflow.python.ops.numpy_ops.np_array_ops import pad # line: 1018
61
+ from tensorflow.python.ops.numpy_ops.np_array_ops import prod # line: 644
62
+ from tensorflow.python.ops.numpy_ops.np_array_ops import ravel # line: 772
63
+ from tensorflow.python.ops.numpy_ops.np_array_ops import real # line: 779
64
+ from tensorflow.python.ops.numpy_ops.np_array_ops import repeat # line: 788
65
+ from tensorflow.python.ops.numpy_ops.np_array_ops import reshape # line: 843
66
+ from tensorflow.python.ops.numpy_ops.np_array_ops import roll # line: 1458
67
+ from tensorflow.python.ops.numpy_ops.np_array_ops import rot90 # line: 1472
68
+ from tensorflow.python.ops.numpy_ops.np_array_ops import round # line: 1679
69
+ from tensorflow.python.ops.numpy_ops.np_array_ops import select # line: 1077
70
+ from tensorflow.python.ops.numpy_ops.np_array_ops import shape # line: 1095
71
+ from tensorflow.python.ops.numpy_ops.np_array_ops import sign # line: 1580
72
+ from tensorflow.python.ops.numpy_ops.np_array_ops import size # line: 615
73
+ from tensorflow.python.ops.numpy_ops.np_array_ops import split # line: 1152
74
+ from tensorflow.python.ops.numpy_ops.np_array_ops import squeeze # line: 882
75
+ from tensorflow.python.ops.numpy_ops.np_array_ops import stack # line: 1198
76
+ from tensorflow.python.ops.numpy_ops.np_array_ops import std # line: 759
77
+ from tensorflow.python.ops.numpy_ops.np_array_ops import sum # line: 631
78
+ from tensorflow.python.ops.numpy_ops.np_array_ops import swapaxes # line: 914
79
+ from tensorflow.python.ops.numpy_ops.np_array_ops import take # line: 1036
80
+ from tensorflow.python.ops.numpy_ops.np_array_ops import take_along_axis # line: 1602
81
+ from tensorflow.python.ops.numpy_ops.np_array_ops import transpose # line: 905
82
+ from tensorflow.python.ops.numpy_ops.np_array_ops import tri # line: 1353
83
+ from tensorflow.python.ops.numpy_ops.np_array_ops import tril # line: 1383
84
+ from tensorflow.python.ops.numpy_ops.np_array_ops import triu # line: 1408
85
+ from tensorflow.python.ops.numpy_ops.np_array_ops import vander # line: 1493
86
+ from tensorflow.python.ops.numpy_ops.np_array_ops import var # line: 706
87
+ from tensorflow.python.ops.numpy_ops.np_array_ops import vsplit # line: 1181
88
+ from tensorflow.python.ops.numpy_ops.np_array_ops import vstack # line: 1230
89
+ from tensorflow.python.ops.numpy_ops.np_array_ops import where # line: 1064
90
+ from tensorflow.python.ops.numpy_ops.np_array_ops import zeros # line: 65
91
+ from tensorflow.python.ops.numpy_ops.np_array_ops import zeros_like # line: 74
92
+ from tensorflow.python.ops.numpy_ops.np_config import enable_numpy_behavior as experimental_enable_numpy_behavior # line: 25
93
+ from tensorflow.python.ops.numpy_ops.np_dtypes import bool_ # line: 27
94
+ from tensorflow.python.ops.numpy_ops.np_dtypes import complex128 # line: 35
95
+ from tensorflow.python.ops.numpy_ops.np_dtypes import complex64 # line: 39
96
+ from tensorflow.python.ops.numpy_ops.np_dtypes import complex_ # line: 31
97
+ from tensorflow.python.ops.numpy_ops.np_dtypes import float16 # line: 47
98
+ from tensorflow.python.ops.numpy_ops.np_dtypes import float32 # line: 51
99
+ from tensorflow.python.ops.numpy_ops.np_dtypes import float64 # line: 55
100
+ from tensorflow.python.ops.numpy_ops.np_dtypes import float_ # line: 43
101
+ from tensorflow.python.ops.numpy_ops.np_dtypes import iinfo # line: 113
102
+ from tensorflow.python.ops.numpy_ops.np_dtypes import inexact # line: 59
103
+ from tensorflow.python.ops.numpy_ops.np_dtypes import int16 # line: 67
104
+ from tensorflow.python.ops.numpy_ops.np_dtypes import int32 # line: 71
105
+ from tensorflow.python.ops.numpy_ops.np_dtypes import int64 # line: 75
106
+ from tensorflow.python.ops.numpy_ops.np_dtypes import int8 # line: 79
107
+ from tensorflow.python.ops.numpy_ops.np_dtypes import int_ # line: 63
108
+ from tensorflow.python.ops.numpy_ops.np_dtypes import issubdtype # line: 118
109
+ from tensorflow.python.ops.numpy_ops.np_dtypes import object_ # line: 83
110
+ from tensorflow.python.ops.numpy_ops.np_dtypes import string_ # line: 87
111
+ from tensorflow.python.ops.numpy_ops.np_dtypes import uint16 # line: 91
112
+ from tensorflow.python.ops.numpy_ops.np_dtypes import uint32 # line: 95
113
+ from tensorflow.python.ops.numpy_ops.np_dtypes import uint64 # line: 99
114
+ from tensorflow.python.ops.numpy_ops.np_dtypes import uint8 # line: 103
115
+ from tensorflow.python.ops.numpy_ops.np_dtypes import unicode_ # line: 107
116
+ from tensorflow.python.ops.numpy_ops.np_math_ops import abs # line: 698
117
+ from tensorflow.python.ops.numpy_ops.np_math_ops import absolute # line: 704
118
+ from tensorflow.python.ops.numpy_ops.np_math_ops import add # line: 90
119
+ from tensorflow.python.ops.numpy_ops.np_math_ops import allclose # line: 542
120
+ from tensorflow.python.ops.numpy_ops.np_math_ops import angle # line: 852
121
+ from tensorflow.python.ops.numpy_ops.np_math_ops import append # line: 1417
122
+ from tensorflow.python.ops.numpy_ops.np_math_ops import arccos # line: 799
123
+ from tensorflow.python.ops.numpy_ops.np_math_ops import arccosh # line: 817
124
+ from tensorflow.python.ops.numpy_ops.np_math_ops import arcsin # line: 793
125
+ from tensorflow.python.ops.numpy_ops.np_math_ops import arcsinh # line: 811
126
+ from tensorflow.python.ops.numpy_ops.np_math_ops import arctan # line: 805
127
+ from tensorflow.python.ops.numpy_ops.np_math_ops import arctan2 # line: 402
128
+ from tensorflow.python.ops.numpy_ops.np_math_ops import arctanh # line: 823
129
+ from tensorflow.python.ops.numpy_ops.np_math_ops import argmax # line: 1405
130
+ from tensorflow.python.ops.numpy_ops.np_math_ops import argmin # line: 1411
131
+ from tensorflow.python.ops.numpy_ops.np_math_ops import argsort # line: 1340
132
+ from tensorflow.python.ops.numpy_ops.np_math_ops import array_equal # line: 1155
133
+ from tensorflow.python.ops.numpy_ops.np_math_ops import average # line: 1426
134
+ from tensorflow.python.ops.numpy_ops.np_math_ops import bitwise_and # line: 630
135
+ from tensorflow.python.ops.numpy_ops.np_math_ops import bitwise_not # line: 648
136
+ from tensorflow.python.ops.numpy_ops.np_math_ops import bitwise_or # line: 636
137
+ from tensorflow.python.ops.numpy_ops.np_math_ops import bitwise_xor # line: 642
138
+ from tensorflow.python.ops.numpy_ops.np_math_ops import cbrt # line: 868
139
+ from tensorflow.python.ops.numpy_ops.np_math_ops import ceil # line: 716
140
+ from tensorflow.python.ops.numpy_ops.np_math_ops import clip # line: 222
141
+ from tensorflow.python.ops.numpy_ops.np_math_ops import concatenate # line: 1298
142
+ from tensorflow.python.ops.numpy_ops.np_math_ops import conj # line: 728
143
+ from tensorflow.python.ops.numpy_ops.np_math_ops import conjugate # line: 879
144
+ from tensorflow.python.ops.numpy_ops.np_math_ops import cos # line: 763
145
+ from tensorflow.python.ops.numpy_ops.np_math_ops import cosh # line: 781
146
+ from tensorflow.python.ops.numpy_ops.np_math_ops import count_nonzero # line: 1334
147
+ from tensorflow.python.ops.numpy_ops.np_math_ops import cross # line: 289
148
+ from tensorflow.python.ops.numpy_ops.np_math_ops import deg2rad # line: 829
149
+ from tensorflow.python.ops.numpy_ops.np_math_ops import diff # line: 1054
150
+ from tensorflow.python.ops.numpy_ops.np_math_ops import divide # line: 144
151
+ from tensorflow.python.ops.numpy_ops.np_math_ops import divmod # line: 182
152
+ from tensorflow.python.ops.numpy_ops.np_math_ops import dot # line: 60
153
+ from tensorflow.python.ops.numpy_ops.np_math_ops import e # line: 51
154
+ from tensorflow.python.ops.numpy_ops.np_math_ops import einsum # line: 1543
155
+ from tensorflow.python.ops.numpy_ops.np_math_ops import equal # line: 1119
156
+ from tensorflow.python.ops.numpy_ops.np_math_ops import exp # line: 686
157
+ from tensorflow.python.ops.numpy_ops.np_math_ops import exp2 # line: 885
158
+ from tensorflow.python.ops.numpy_ops.np_math_ops import expm1 # line: 894
159
+ from tensorflow.python.ops.numpy_ops.np_math_ops import fabs # line: 710
160
+ from tensorflow.python.ops.numpy_ops.np_math_ops import fix # line: 900
161
+ from tensorflow.python.ops.numpy_ops.np_math_ops import float_power # line: 396
162
+ from tensorflow.python.ops.numpy_ops.np_math_ops import floor # line: 722
163
+ from tensorflow.python.ops.numpy_ops.np_math_ops import floor_divide # line: 150
164
+ from tensorflow.python.ops.numpy_ops.np_math_ops import gcd # line: 588
165
+ from tensorflow.python.ops.numpy_ops.np_math_ops import geomspace # line: 1259
166
+ from tensorflow.python.ops.numpy_ops.np_math_ops import greater # line: 1131
167
+ from tensorflow.python.ops.numpy_ops.np_math_ops import greater_equal # line: 1137
168
+ from tensorflow.python.ops.numpy_ops.np_math_ops import heaviside # line: 414
169
+ from tensorflow.python.ops.numpy_ops.np_math_ops import hypot # line: 430
170
+ from tensorflow.python.ops.numpy_ops.np_math_ops import inf # line: 55
171
+ from tensorflow.python.ops.numpy_ops.np_math_ops import inner # line: 273
172
+ from tensorflow.python.ops.numpy_ops.np_math_ops import isclose # line: 524
173
+ from tensorflow.python.ops.numpy_ops.np_math_ops import iscomplex # line: 909
174
+ from tensorflow.python.ops.numpy_ops.np_math_ops import iscomplexobj # line: 921
175
+ from tensorflow.python.ops.numpy_ops.np_math_ops import isfinite # line: 982
176
+ from tensorflow.python.ops.numpy_ops.np_math_ops import isinf # line: 988
177
+ from tensorflow.python.ops.numpy_ops.np_math_ops import isnan # line: 934
178
+ from tensorflow.python.ops.numpy_ops.np_math_ops import isneginf # line: 996
179
+ from tensorflow.python.ops.numpy_ops.np_math_ops import isposinf # line: 1004
180
+ from tensorflow.python.ops.numpy_ops.np_math_ops import isreal # line: 915
181
+ from tensorflow.python.ops.numpy_ops.np_math_ops import isrealobj # line: 928
182
+ from tensorflow.python.ops.numpy_ops.np_math_ops import kron # line: 436
183
+ from tensorflow.python.ops.numpy_ops.np_math_ops import lcm # line: 595
184
+ from tensorflow.python.ops.numpy_ops.np_math_ops import less # line: 1143
185
+ from tensorflow.python.ops.numpy_ops.np_math_ops import less_equal # line: 1149
186
+ from tensorflow.python.ops.numpy_ops.np_math_ops import linspace # line: 1205
187
+ from tensorflow.python.ops.numpy_ops.np_math_ops import log # line: 680
188
+ from tensorflow.python.ops.numpy_ops.np_math_ops import log10 # line: 1018
189
+ from tensorflow.python.ops.numpy_ops.np_math_ops import log1p # line: 1024
190
+ from tensorflow.python.ops.numpy_ops.np_math_ops import log2 # line: 1012
191
+ from tensorflow.python.ops.numpy_ops.np_math_ops import logaddexp # line: 482
192
+ from tensorflow.python.ops.numpy_ops.np_math_ops import logaddexp2 # line: 494
193
+ from tensorflow.python.ops.numpy_ops.np_math_ops import logical_and # line: 1180
194
+ from tensorflow.python.ops.numpy_ops.np_math_ops import logical_not # line: 1198
195
+ from tensorflow.python.ops.numpy_ops.np_math_ops import logical_or # line: 1186
196
+ from tensorflow.python.ops.numpy_ops.np_math_ops import logical_xor # line: 1192
197
+ from tensorflow.python.ops.numpy_ops.np_math_ops import logspace # line: 1246
198
+ from tensorflow.python.ops.numpy_ops.np_math_ops import matmul # line: 236
199
+ from tensorflow.python.ops.numpy_ops.np_math_ops import maximum # line: 188
200
+ from tensorflow.python.ops.numpy_ops.np_math_ops import meshgrid # line: 1514
201
+ from tensorflow.python.ops.numpy_ops.np_math_ops import minimum # line: 210
202
+ from tensorflow.python.ops.numpy_ops.np_math_ops import mod # line: 163
203
+ from tensorflow.python.ops.numpy_ops.np_math_ops import multiply # line: 108
204
+ from tensorflow.python.ops.numpy_ops.np_math_ops import nanmean # line: 965
205
+ from tensorflow.python.ops.numpy_ops.np_math_ops import nanprod # line: 960
206
+ from tensorflow.python.ops.numpy_ops.np_math_ops import nansum # line: 957
207
+ from tensorflow.python.ops.numpy_ops.np_math_ops import negative # line: 734
208
+ from tensorflow.python.ops.numpy_ops.np_math_ops import nextafter # line: 408
209
+ from tensorflow.python.ops.numpy_ops.np_math_ops import not_equal # line: 1125
210
+ from tensorflow.python.ops.numpy_ops.np_math_ops import outer # line: 472
211
+ from tensorflow.python.ops.numpy_ops.np_math_ops import pi # line: 47
212
+ from tensorflow.python.ops.numpy_ops.np_math_ops import polyval # line: 506
213
+ from tensorflow.python.ops.numpy_ops.np_math_ops import positive # line: 1030
214
+ from tensorflow.python.ops.numpy_ops.np_math_ops import power # line: 390
215
+ from tensorflow.python.ops.numpy_ops.np_math_ops import ptp # line: 1290
216
+ from tensorflow.python.ops.numpy_ops.np_math_ops import rad2deg # line: 838
217
+ from tensorflow.python.ops.numpy_ops.np_math_ops import reciprocal # line: 740
218
+ from tensorflow.python.ops.numpy_ops.np_math_ops import remainder # line: 176
219
+ from tensorflow.python.ops.numpy_ops.np_math_ops import signbit # line: 746
220
+ from tensorflow.python.ops.numpy_ops.np_math_ops import sin # line: 757
221
+ from tensorflow.python.ops.numpy_ops.np_math_ops import sinc # line: 1036
222
+ from tensorflow.python.ops.numpy_ops.np_math_ops import sinh # line: 775
223
+ from tensorflow.python.ops.numpy_ops.np_math_ops import sort # line: 1375
224
+ from tensorflow.python.ops.numpy_ops.np_math_ops import sqrt # line: 692
225
+ from tensorflow.python.ops.numpy_ops.np_math_ops import square # line: 1048
226
+ from tensorflow.python.ops.numpy_ops.np_math_ops import subtract # line: 102
227
+ from tensorflow.python.ops.numpy_ops.np_math_ops import tan # line: 769
228
+ from tensorflow.python.ops.numpy_ops.np_math_ops import tanh # line: 787
229
+ from tensorflow.python.ops.numpy_ops.np_math_ops import tensordot # line: 267
230
+ from tensorflow.python.ops.numpy_ops.np_math_ops import tile # line: 1313
231
+ from tensorflow.python.ops.numpy_ops.np_math_ops import trace # line: 1494
232
+ from tensorflow.python.ops.numpy_ops.np_math_ops import true_divide # line: 120
233
+ from tensorflow.python.ops.numpy_ops.np_math_ops import vdot # line: 379
234
+ from tensorflow.python.ops.numpy_ops.np_utils import finfo # line: 486
235
+ from tensorflow.python.ops.numpy_ops.np_utils import promote_types # line: 564
236
+ from tensorflow.python.ops.numpy_ops.np_utils import result_type # line: 518
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/numpy/random/__init__.py ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.experimental.numpy.random namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.ops.numpy_ops.np_random import poisson # line: 94
9
+ from tensorflow.python.ops.numpy_ops.np_random import rand # line: 110
10
+ from tensorflow.python.ops.numpy_ops.np_random import randint # line: 116
11
+ from tensorflow.python.ops.numpy_ops.np_random import randn # line: 53
12
+ from tensorflow.python.ops.numpy_ops.np_random import random # line: 104
13
+ from tensorflow.python.ops.numpy_ops.np_random import seed # line: 33
14
+ from tensorflow.python.ops.numpy_ops.np_random import standard_normal # line: 69
15
+ from tensorflow.python.ops.numpy_ops.np_random import uniform # line: 81
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/experimental/tensorrt/__init__.py ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.experimental.tensorrt namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.compiler.tensorrt.trt_convert import TrtConversionParams as ConversionParams # line: 135
9
+ from tensorflow.python.compiler.tensorrt.trt_convert import TrtGraphConverterV2 as Converter # line: 1076
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/feature_column/__init__.py ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.feature_column namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.feature_column.feature_column_v2 import bucketized_column # line: 1124
9
+ from tensorflow.python.feature_column.feature_column_v2 import categorical_column_with_hash_bucket # line: 1211
10
+ from tensorflow.python.feature_column.feature_column_v2 import categorical_column_with_identity # line: 1648
11
+ from tensorflow.python.feature_column.feature_column_v2 import categorical_column_with_vocabulary_file_v2 as categorical_column_with_vocabulary_file # line: 1391
12
+ from tensorflow.python.feature_column.feature_column_v2 import categorical_column_with_vocabulary_list # line: 1529
13
+ from tensorflow.python.feature_column.feature_column_v2 import crossed_column # line: 1849
14
+ from tensorflow.python.feature_column.feature_column_v2 import embedding_column # line: 535
15
+ from tensorflow.python.feature_column.feature_column_v2 import indicator_column # line: 1726
16
+ from tensorflow.python.feature_column.feature_column_v2 import make_parse_example_spec_v2 as make_parse_example_spec # line: 470
17
+ from tensorflow.python.feature_column.feature_column_v2 import numeric_column # line: 1024
18
+ from tensorflow.python.feature_column.feature_column_v2 import shared_embedding_columns_v2 as shared_embeddings # line: 845
19
+ from tensorflow.python.feature_column.feature_column_v2 import weighted_categorical_column # line: 1771
20
+ from tensorflow.python.feature_column.sequence_feature_column import sequence_categorical_column_with_hash_bucket # line: 153
21
+ from tensorflow.python.feature_column.sequence_feature_column import sequence_categorical_column_with_identity # line: 103
22
+ from tensorflow.python.feature_column.sequence_feature_column import sequence_categorical_column_with_vocabulary_file # line: 200
23
+ from tensorflow.python.feature_column.sequence_feature_column import sequence_categorical_column_with_vocabulary_list # line: 270
24
+ from tensorflow.python.feature_column.sequence_feature_column import sequence_numeric_column # line: 337
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/graph_util/__init__.py ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.graph_util namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.framework.importer import import_graph_def # line: 354
miniconda3/envs/active_proaction/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v2/image/__init__.py ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file is MACHINE GENERATED! Do not edit.
2
+ # Generated by: tensorflow/python/tools/api/generator2/generator/generator.py script.
3
+ """Public API for tf._api.v2.image namespace
4
+ """
5
+
6
+ import sys as _sys
7
+
8
+ from tensorflow.python.ops.gen_image_ops import hsv_to_rgb # line: 2271
9
+ from tensorflow.python.ops.gen_image_ops import rgb_to_hsv # line: 3276
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+ from tensorflow.python.ops.array_ops import extract_image_patches_v2 as extract_patches # line: 6416
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+ from tensorflow.python.ops.image_ops_impl import ResizeMethod # line: 1441
12
+ from tensorflow.python.ops.image_ops_impl import adjust_brightness # line: 2198
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+ from tensorflow.python.ops.image_ops_impl import adjust_contrast # line: 2251
14
+ from tensorflow.python.ops.image_ops_impl import adjust_gamma # line: 2310
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+ from tensorflow.python.ops.image_ops_impl import adjust_hue # line: 2734
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+ from tensorflow.python.ops.image_ops_impl import adjust_jpeg_quality # line: 2920
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+ from tensorflow.python.ops.image_ops_impl import adjust_saturation # line: 3100
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+ from tensorflow.python.ops.image_ops_impl import central_crop # line: 857
19
+ from tensorflow.python.ops.image_ops_impl import combined_non_max_suppression # line: 5127
20
+ from tensorflow.python.ops.image_ops_impl import convert_image_dtype # line: 2376
21
+ from tensorflow.python.ops.image_ops_impl import crop_and_resize_v2 as crop_and_resize # line: 4822
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+ from tensorflow.python.ops.image_ops_impl import crop_to_bounding_box # line: 1168
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+ from tensorflow.python.ops.image_ops_impl import decode_and_crop_jpeg # line: 3191
24
+ from tensorflow.python.ops.image_ops_impl import decode_bmp # line: 3197
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+ from tensorflow.python.ops.image_ops_impl import decode_gif # line: 3202
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+ from tensorflow.python.ops.image_ops_impl import decode_image # line: 3260
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+ from tensorflow.python.ops.image_ops_impl import decode_jpeg # line: 3207
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+ from tensorflow.python.ops.image_ops_impl import decode_png # line: 3212
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+ from tensorflow.python.ops.image_ops_impl import draw_bounding_boxes_v2 as draw_bounding_boxes # line: 5785
30
+ from tensorflow.python.ops.image_ops_impl import encode_jpeg # line: 3218
31
+ from tensorflow.python.ops.image_ops_impl import encode_png # line: 3230
32
+ from tensorflow.python.ops.image_ops_impl import extract_glimpse_v2 as extract_glimpse # line: 5040
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+ from tensorflow.python.ops.image_ops_impl import extract_jpeg_shape # line: 3223
34
+ from tensorflow.python.ops.image_ops_impl import flip_left_right # line: 546
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+ from tensorflow.python.ops.image_ops_impl import flip_up_down # line: 581
36
+ from tensorflow.python.ops.image_ops_impl import generate_bounding_box_proposals # line: 5893
37
+ from tensorflow.python.ops.image_ops_impl import grayscale_to_rgb # line: 2597
38
+ from tensorflow.python.ops.image_ops_impl import image_gradients # line: 4604
39
+ from tensorflow.python.ops.image_ops_impl import is_jpeg # line: 3155
40
+ from tensorflow.python.ops.image_ops_impl import non_max_suppression # line: 3775
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+ from tensorflow.python.ops.image_ops_impl import non_max_suppression_with_overlaps as non_max_suppression_overlaps # line: 3918
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+ from tensorflow.python.ops.image_ops_impl import non_max_suppression_padded # line: 5395
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+ from tensorflow.python.ops.image_ops_impl import non_max_suppression_with_scores # line: 3828
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+ from tensorflow.python.ops.image_ops_impl import pad_to_bounding_box # line: 1004
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+ from tensorflow.python.ops.image_ops_impl import per_image_standardization # line: 1956
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+ from tensorflow.python.ops.image_ops_impl import psnr # line: 4159
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+ from tensorflow.python.ops.image_ops_impl import random_brightness # line: 2015
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+ from tensorflow.python.ops.image_ops_impl import random_contrast # line: 2105
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+ from tensorflow.python.ops.image_ops_impl import random_flip_left_right # line: 382
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+ from tensorflow.python.ops.image_ops_impl import random_flip_up_down # line: 335
51
+ from tensorflow.python.ops.image_ops_impl import random_hue # line: 2634
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+ from tensorflow.python.ops.image_ops_impl import random_jpeg_quality # line: 2810
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+ from tensorflow.python.ops.image_ops_impl import random_saturation # line: 2998
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+ from tensorflow.python.ops.image_ops_impl import resize_images_v2 as resize # line: 1618
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+ from tensorflow.python.ops.image_ops_impl import resize_image_with_crop_or_pad as resize_with_crop_or_pad # line: 1275
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+ from tensorflow.python.ops.image_ops_impl import resize_image_with_pad_v2 as resize_with_pad # line: 1915
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+ from tensorflow.python.ops.image_ops_impl import rgb_to_grayscale # line: 2561
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+ from tensorflow.python.ops.image_ops_impl import rgb_to_yiq # line: 3972
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+ from tensorflow.python.ops.image_ops_impl import rgb_to_yuv # line: 4035
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+ from tensorflow.python.ops.image_ops_impl import rot90 # line: 658
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+ from tensorflow.python.ops.image_ops_impl import sample_distorted_bounding_box_v2 as sample_distorted_bounding_box # line: 3401
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+ from tensorflow.python.ops.image_ops_impl import sobel_edges # line: 4678
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+ from tensorflow.python.ops.image_ops_impl import ssim # line: 4377
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+ from tensorflow.python.ops.image_ops_impl import ssim_multiscale # line: 4475
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+ from tensorflow.python.ops.image_ops_impl import stateless_random_brightness # line: 2058
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+ from tensorflow.python.ops.image_ops_impl import stateless_random_contrast # line: 2151
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+ from tensorflow.python.ops.image_ops_impl import stateless_random_flip_left_right # line: 430
68
+ from tensorflow.python.ops.image_ops_impl import stateless_random_flip_up_down # line: 461
69
+ from tensorflow.python.ops.image_ops_impl import stateless_random_hue # line: 2683
70
+ from tensorflow.python.ops.image_ops_impl import stateless_random_jpeg_quality # line: 2864
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+ from tensorflow.python.ops.image_ops_impl import stateless_random_saturation # line: 3050
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+ from tensorflow.python.ops.image_ops_impl import stateless_sample_distorted_bounding_box # line: 3527
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+ from tensorflow.python.ops.image_ops_impl import total_variation # line: 3329
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+ from tensorflow.python.ops.image_ops_impl import transpose # line: 787
75
+ from tensorflow.python.ops.image_ops_impl import yiq_to_rgb # line: 4006
76
+ from tensorflow.python.ops.image_ops_impl import yuv_to_rgb # line: 4065
77
+ from tensorflow.python.ops.random_crop_ops import random_crop # line: 30
78
+ from tensorflow.python.ops.random_crop_ops import stateless_random_crop # line: 85