🗺️ TF 2.0 Symbols Map (contact: webpaige@google.com)
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1
TensorFlow 1.12+

Symbol as expressed in TensorFlow 1.12+.

TensorFlow 2.0 (tf_upgrade_v2)

Indicates that endpoint (name and/or arguments) has been modified in TensorFlow 2.0.
TensorFlow 2.0

Equivalent symbol in TensorFlow 2.0.

Note: tensorflow/addons not yet included.

2
tf.AggregationMethodtf.AggregationMethod
3
tf.Asserttf.Assert
4
tf.AttrValuetf.compat.v1.AttrValue
5
tf.ConditionalAccumulator
tf.compat.v1.ConditionalAccumulator
6
tf.ConditionalAccumulatorBase
tf.compat.v1.ConditionalAccumulatorBase
7
tf.ConfigPrototf.compat.v1.ConfigProto
8
tf.DTypetf.DType
9
tf.DeviceSpectf.compat.v1.DeviceSpec
10
tf.Dimensiontf.compat.v1.Dimension
11
tf.Eventtf.compat.v1.Event
12
tf.FIFOQueuetf.queue.FIFOQueue
13
tf.FixedLenFeaturetf.io.FixedLenFeature
14
tf.FixedLenSequenceFeaturetf.io.FixedLenSequenceFeature
15
tf.FixedLengthRecordReader
tf.compat.v1.FixedLengthRecordReader
16
tf.GPUOptionstf.compat.v1.GPUOptions
17
tf.GradientTapetf.GradientTape
18
tf.Graphtf.Graph
19
tf.GraphDeftf.compat.v1.GraphDef
20
tf.GraphKeystf.compat.v1.GraphKeys
21
tf.GraphOptionstf.compat.v1.GraphOptions
22
tf.HistogramPrototf.compat.v1.HistogramProto
23
tf.IdentityReadertf.compat.v1.IdentityReader
24
tf.IndexedSlicestf.IndexedSlices
25
tf.InteractiveSessiontf.compat.v1.InteractiveSession
26
tf.LMDBReadertf.compat.v1.LMDBReader
27
tf.LogMessagetf.compat.v1.LogMessage
28
tf.MetaGraphDeftf.compat.v1.MetaGraphDef
29
tf.NameAttrListtf.compat.v1.NameAttrList
30
tf.NoGradienttf.no_gradient
31
tf.NodeDeftf.compat.v1.NodeDef
32
tf.NotDifferentiabletf.no_gradient
33
tf.OpErrortf.errors.OpError
34
tf.Operationtf.Operation
35
tf.OptimizerOptionstf.compat.v1.OptimizerOptions
36
tf.PaddingFIFOQueuetf.queue.PaddingFIFOQueue
37
tf.Printtf.compat.v1.Printtf.print
38
tf.PriorityQueuetf.queue.PriorityQueue
39
tf.QueueBasetf.queue.QueueBase
40
tf.RandomShuffleQueuetf.queue.RandomShuffleQueue
41
tf.ReaderBasetf.compat.v1.ReaderBase
42
tf.RegisterGradienttf.RegisterGradient
43
tf.RunMetadatatf.compat.v1.RunMetadata
44
tf.RunOptionstf.compat.v1.RunOptions
45
tf.Sessiontf.compat.v1.Session
46
tf.SessionLogtf.compat.v1.SessionLog
47
tf.SparseConditionalAccumulator
tf.sparse.SparseConditionalAccumulator
48
tf.SparseFeaturetf.io.SparseFeature
49
tf.SparseTensortf.SparseTensor
50
tf.SparseTensorValuetf.compat.v1.SparseTensorValue
51
tf.Summarytf.compat.v1.Summary
52
tf.SummaryMetadatatf.compat.v1.SummaryMetadata
53
tf.TFRecordReadertf.compat.v1.TFRecordReader
54
tf.Tensortf.Tensor
55
tf.TensorArraytf.TensorArray
56
tf.TensorInfotf.compat.v1.TensorInfo
57
tf.TensorShapetf.TensorShape
58
tf.TextLineReadertf.compat.v1.TextLineReader
59
tf.VarLenFeaturetf.io.VarLenFeature
60
tf.Variabletf.Variable
61
tf.Variable.SaveSliceInfotf.Variable.SaveSliceInfo
62
tf.VariableAggregationtf.VariableAggregation
63
tf.VariableScopetf.compat.v1.VariableScope
64
tf.VariableSynchronizationtf.VariableSynchronization
65
tf.WholeFileReadertf.compat.v1.WholeFileReader
66
tf.abstf.abs
67
tf.accumulate_ntf.math.accumulate_n
68
tf.acostf.acos
69
tf.acoshtf.acosh
70
tf.addtf.add
71
tf.add_check_numerics_ops
tf.compat.v1.add_check_numerics_ops
72
tf.add_ntf.add_n
73
tf.add_to_collectiontf.compat.v1.add_to_collection
74
tf.add_to_collectionstf.compat.v1.add_to_collections
75
tf.all_variables
tf.global_variables / tf.compat.v1.all_variables
76
tf.angletf.math.angle
77
tf.app
78
tf.app.flags
79
tf.app.runtf.compat.v1.app.run
80
tf.arg_maxtf.argmax
81
tf.arg_mintf.argmin
82
tf.argmaxtf.argmax
83
tf.argmintf.argmin
84
tf.as_dtypetf.as_dtype
85
tf.as_stringtf.as_string
86
tf.asintf.asin
87
tf.asinhtf.asinh
88
tf.assert_equaltf.compat.v1.assert_equaltf.assert_equal
89
tf.assert_greatertf.compat.v1.assert_greatertf.assert_greater
90
tf.assert_greater_equaltf.compat.v1.assert_greater_equal
91
tf.assert_integertf.compat.v1.assert_integer
92
tf.assert_lesstf.compat.v1.assert_lesstf.assert_less
93
tf.assert_less_equaltf.compat.v1.assert_less_equal
94
tf.assert_neartf.compat.v1.assert_near
95
tf.assert_negativetf.compat.v1.assert_negative
96
tf.assert_non_negativetf.compat.v1.assert_non_negative
97
tf.assert_non_positivetf.compat.v1.assert_non_positive
98
tf.assert_none_equaltf.compat.v1.assert_none_equal
99
tf.assert_positivetf.compat.v1.assert_positive
100
tf.assert_proper_iterabletf.debugging.assert_proper_iterable
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