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

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

3"""Public API for tf.raw_ops namespace. 

4""" 

5 

6import sys as _sys 

7 

8from tensorflow.python.ops.gen_array_ops import BatchMatrixBandPart 

9from tensorflow.python.ops.gen_array_ops import BatchMatrixDiag 

10from tensorflow.python.ops.gen_array_ops import BatchMatrixDiagPart 

11from tensorflow.python.ops.gen_array_ops import BatchMatrixSetDiag 

12from tensorflow.python.ops.gen_array_ops import BatchToSpace 

13from tensorflow.python.ops.gen_array_ops import BatchToSpaceND 

14from tensorflow.python.ops.gen_array_ops import Bitcast 

15from tensorflow.python.ops.gen_array_ops import BroadcastArgs 

16from tensorflow.python.ops.gen_array_ops import BroadcastGradientArgs 

17from tensorflow.python.ops.gen_array_ops import BroadcastTo 

18from tensorflow.python.ops.gen_array_ops import CheckNumerics 

19from tensorflow.python.ops.gen_array_ops import CheckNumericsV2 

20from tensorflow.python.ops.gen_array_ops import Concat 

21from tensorflow.python.ops.gen_array_ops import ConcatOffset 

22from tensorflow.python.ops.gen_array_ops import ConcatV2 

23from tensorflow.python.ops.gen_array_ops import ConjugateTranspose 

24from tensorflow.python.ops.gen_array_ops import Const 

25from tensorflow.python.ops.gen_array_ops import DebugGradientIdentity 

26from tensorflow.python.ops.gen_array_ops import DebugGradientRefIdentity 

27from tensorflow.python.ops.gen_array_ops import DeepCopy 

28from tensorflow.python.ops.gen_array_ops import DepthToSpace 

29from tensorflow.python.ops.gen_array_ops import Dequantize 

30from tensorflow.python.ops.gen_array_ops import Diag 

31from tensorflow.python.ops.gen_array_ops import DiagPart 

32from tensorflow.python.ops.gen_array_ops import EditDistance 

33from tensorflow.python.ops.gen_array_ops import Empty 

34from tensorflow.python.ops.gen_array_ops import EnsureShape 

35from tensorflow.python.ops.gen_array_ops import ExpandDims 

36from tensorflow.python.ops.gen_array_ops import ExtractImagePatches 

37from tensorflow.python.ops.gen_array_ops import ExtractVolumePatches 

38from tensorflow.python.ops.gen_array_ops import FakeQuantWithMinMaxArgs 

39from tensorflow.python.ops.gen_array_ops import FakeQuantWithMinMaxArgsGradient 

40from tensorflow.python.ops.gen_array_ops import FakeQuantWithMinMaxVars 

41from tensorflow.python.ops.gen_array_ops import FakeQuantWithMinMaxVarsGradient 

42from tensorflow.python.ops.gen_array_ops import FakeQuantWithMinMaxVarsPerChannel 

43from tensorflow.python.ops.gen_array_ops import FakeQuantWithMinMaxVarsPerChannelGradient 

44from tensorflow.python.ops.gen_array_ops import Fill 

45from tensorflow.python.ops.gen_array_ops import Fingerprint 

46from tensorflow.python.ops.gen_array_ops import Gather 

47from tensorflow.python.ops.gen_array_ops import GatherNd 

48from tensorflow.python.ops.gen_array_ops import GatherV2 

49from tensorflow.python.ops.gen_array_ops import GuaranteeConst 

50from tensorflow.python.ops.gen_array_ops import Identity 

51from tensorflow.python.ops.gen_array_ops import IdentityN 

52from tensorflow.python.ops.gen_array_ops import ImmutableConst 

53from tensorflow.python.ops.gen_array_ops import InplaceAdd 

54from tensorflow.python.ops.gen_array_ops import InplaceSub 

55from tensorflow.python.ops.gen_array_ops import InplaceUpdate 

56from tensorflow.python.ops.gen_array_ops import InvertPermutation 

57from tensorflow.python.ops.gen_array_ops import ListDiff 

58from tensorflow.python.ops.gen_array_ops import LowerBound 

59from tensorflow.python.ops.gen_array_ops import MatrixBandPart 

60from tensorflow.python.ops.gen_array_ops import MatrixDiag 

61from tensorflow.python.ops.gen_array_ops import MatrixDiagPart 

62from tensorflow.python.ops.gen_array_ops import MatrixDiagPartV2 

63from tensorflow.python.ops.gen_array_ops import MatrixDiagPartV3 

64from tensorflow.python.ops.gen_array_ops import MatrixDiagV2 

65from tensorflow.python.ops.gen_array_ops import MatrixDiagV3 

66from tensorflow.python.ops.gen_array_ops import MatrixSetDiag 

67from tensorflow.python.ops.gen_array_ops import MatrixSetDiagV2 

68from tensorflow.python.ops.gen_array_ops import MatrixSetDiagV3 

69from tensorflow.python.ops.gen_array_ops import MirrorPad 

70from tensorflow.python.ops.gen_array_ops import MirrorPadGrad 

71from tensorflow.python.ops.gen_array_ops import OneHot 

72from tensorflow.python.ops.gen_array_ops import OnesLike 

73from tensorflow.python.ops.gen_array_ops import Pack 

74from tensorflow.python.ops.gen_array_ops import Pad 

75from tensorflow.python.ops.gen_array_ops import PadV2 

76from tensorflow.python.ops.gen_array_ops import ParallelConcat 

77from tensorflow.python.ops.gen_array_ops import Placeholder 

78from tensorflow.python.ops.gen_array_ops import PlaceholderV2 

79from tensorflow.python.ops.gen_array_ops import PlaceholderWithDefault 

80from tensorflow.python.ops.gen_array_ops import PreventGradient 

81from tensorflow.python.ops.gen_array_ops import QuantizeAndDequantize 

82from tensorflow.python.ops.gen_array_ops import QuantizeAndDequantizeV2 

83from tensorflow.python.ops.gen_array_ops import QuantizeAndDequantizeV3 

84from tensorflow.python.ops.gen_array_ops import QuantizeAndDequantizeV4 

85from tensorflow.python.ops.gen_array_ops import QuantizeAndDequantizeV4Grad 

86from tensorflow.python.ops.gen_array_ops import QuantizeV2 

87from tensorflow.python.ops.gen_array_ops import QuantizedConcat 

88from tensorflow.python.ops.gen_array_ops import QuantizedInstanceNorm 

89from tensorflow.python.ops.gen_array_ops import QuantizedReshape 

90from tensorflow.python.ops.gen_array_ops import Rank 

91from tensorflow.python.ops.gen_array_ops import RefIdentity 

92from tensorflow.python.ops.gen_array_ops import Reshape 

93from tensorflow.python.ops.gen_array_ops import ResourceStridedSliceAssign 

94from tensorflow.python.ops.gen_array_ops import Reverse 

95from tensorflow.python.ops.gen_array_ops import ReverseSequence 

96from tensorflow.python.ops.gen_array_ops import ReverseV2 

97from tensorflow.python.ops.gen_array_ops import ScatterNd 

98from tensorflow.python.ops.gen_array_ops import ScatterNdNonAliasingAdd 

99from tensorflow.python.ops.gen_array_ops import Shape 

100from tensorflow.python.ops.gen_array_ops import ShapeN 

101from tensorflow.python.ops.gen_array_ops import Size 

102from tensorflow.python.ops.gen_array_ops import Slice 

103from tensorflow.python.ops.gen_array_ops import Snapshot 

104from tensorflow.python.ops.gen_array_ops import SpaceToBatch 

105from tensorflow.python.ops.gen_array_ops import SpaceToBatchND 

106from tensorflow.python.ops.gen_array_ops import SpaceToDepth 

107from tensorflow.python.ops.gen_array_ops import Split 

108from tensorflow.python.ops.gen_array_ops import SplitV 

109from tensorflow.python.ops.gen_array_ops import Squeeze 

110from tensorflow.python.ops.gen_array_ops import StopGradient 

111from tensorflow.python.ops.gen_array_ops import StridedSlice 

112from tensorflow.python.ops.gen_array_ops import StridedSliceAssign 

113from tensorflow.python.ops.gen_array_ops import StridedSliceGrad 

114from tensorflow.python.ops.gen_array_ops import TensorScatterAdd 

115from tensorflow.python.ops.gen_array_ops import TensorScatterMax 

116from tensorflow.python.ops.gen_array_ops import TensorScatterMin 

117from tensorflow.python.ops.gen_array_ops import TensorScatterSub 

118from tensorflow.python.ops.gen_array_ops import TensorScatterUpdate 

119from tensorflow.python.ops.gen_array_ops import TensorStridedSliceUpdate 

120from tensorflow.python.ops.gen_array_ops import Tile 

121from tensorflow.python.ops.gen_array_ops import TileGrad 

122from tensorflow.python.ops.gen_array_ops import Transpose 

123from tensorflow.python.ops.gen_array_ops import Unique 

124from tensorflow.python.ops.gen_array_ops import UniqueV2 

125from tensorflow.python.ops.gen_array_ops import UniqueWithCounts 

126from tensorflow.python.ops.gen_array_ops import UniqueWithCountsV2 

127from tensorflow.python.ops.gen_array_ops import Unpack 

128from tensorflow.python.ops.gen_array_ops import UnravelIndex 

129from tensorflow.python.ops.gen_array_ops import UpperBound 

130from tensorflow.python.ops.gen_array_ops import Where 

131from tensorflow.python.ops.gen_array_ops import ZerosLike 

132from tensorflow.python.ops.gen_audio_ops import AudioSpectrogram 

133from tensorflow.python.ops.gen_audio_ops import DecodeWav 

134from tensorflow.python.ops.gen_audio_ops import EncodeWav 

135from tensorflow.python.ops.gen_audio_ops import Mfcc 

136from tensorflow.python.ops.gen_batch_ops import Batch 

137from tensorflow.python.ops.gen_batch_ops import BatchFunction 

138from tensorflow.python.ops.gen_batch_ops import Unbatch 

139from tensorflow.python.ops.gen_batch_ops import UnbatchGrad 

140from tensorflow.python.ops.gen_bitwise_ops import BitwiseAnd 

141from tensorflow.python.ops.gen_bitwise_ops import BitwiseOr 

142from tensorflow.python.ops.gen_bitwise_ops import BitwiseXor 

143from tensorflow.python.ops.gen_bitwise_ops import Invert 

144from tensorflow.python.ops.gen_bitwise_ops import LeftShift 

145from tensorflow.python.ops.gen_bitwise_ops import PopulationCount 

146from tensorflow.python.ops.gen_bitwise_ops import RightShift 

147from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesAggregateStats 

148from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesBucketize 

149from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesCalculateBestFeatureSplit 

150from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesCalculateBestFeatureSplitV2 

151from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesCalculateBestGainsPerFeature 

152from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesCenterBias 

153from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesCreateEnsemble 

154from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesCreateQuantileStreamResource 

155from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesDeserializeEnsemble 

156from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesEnsembleResourceHandleOp 

157from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesExampleDebugOutputs 

158from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesFlushQuantileSummaries 

159from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesGetEnsembleStates 

160from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesMakeQuantileSummaries 

161from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesMakeStatsSummary 

162from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesPredict 

163from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesQuantileStreamResourceAddSummaries 

164from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesQuantileStreamResourceDeserialize 

165from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesQuantileStreamResourceFlush 

166from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesQuantileStreamResourceGetBucketBoundaries 

167from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesQuantileStreamResourceHandleOp 

168from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesSerializeEnsemble 

169from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesSparseAggregateStats 

170from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesSparseCalculateBestFeatureSplit 

171from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesTrainingPredict 

172from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesUpdateEnsemble 

173from tensorflow.python.ops.gen_boosted_trees_ops import BoostedTreesUpdateEnsembleV2 

174from tensorflow.python.ops.gen_boosted_trees_ops import IsBoostedTreesEnsembleInitialized 

175from tensorflow.python.ops.gen_boosted_trees_ops import IsBoostedTreesQuantileStreamResourceInitialized 

176from tensorflow.python.ops.gen_candidate_sampling_ops import AllCandidateSampler 

177from tensorflow.python.ops.gen_candidate_sampling_ops import ComputeAccidentalHits 

178from tensorflow.python.ops.gen_candidate_sampling_ops import FixedUnigramCandidateSampler 

179from tensorflow.python.ops.gen_candidate_sampling_ops import LearnedUnigramCandidateSampler 

180from tensorflow.python.ops.gen_candidate_sampling_ops import LogUniformCandidateSampler 

181from tensorflow.python.ops.gen_candidate_sampling_ops import ThreadUnsafeUnigramCandidateSampler 

182from tensorflow.python.ops.gen_candidate_sampling_ops import UniformCandidateSampler 

183from tensorflow.python.ops.gen_checkpoint_ops import GenerateVocabRemapping 

184from tensorflow.python.ops.gen_checkpoint_ops import LoadAndRemapMatrix 

185from tensorflow.python.ops.gen_collective_ops import CollectiveAllToAllV2 

186from tensorflow.python.ops.gen_collective_ops import CollectiveAllToAllV3 

187from tensorflow.python.ops.gen_collective_ops import CollectiveAssignGroupV2 

188from tensorflow.python.ops.gen_collective_ops import CollectiveBcastRecv 

189from tensorflow.python.ops.gen_collective_ops import CollectiveBcastRecvV2 

190from tensorflow.python.ops.gen_collective_ops import CollectiveBcastSend 

191from tensorflow.python.ops.gen_collective_ops import CollectiveBcastSendV2 

192from tensorflow.python.ops.gen_collective_ops import CollectiveGather 

193from tensorflow.python.ops.gen_collective_ops import CollectiveGatherV2 

194from tensorflow.python.ops.gen_collective_ops import CollectiveInitializeCommunicator 

195from tensorflow.python.ops.gen_collective_ops import CollectiveReduce 

196from tensorflow.python.ops.gen_collective_ops import CollectiveReduceScatterV2 

197from tensorflow.python.ops.gen_collective_ops import CollectiveReduceV2 

198from tensorflow.python.ops.gen_collective_ops import CollectiveReduceV3 

199from tensorflow.python.ops.gen_composite_tensor_ops import CompositeTensorVariantFromComponents 

200from tensorflow.python.ops.gen_composite_tensor_ops import CompositeTensorVariantToComponents 

201from tensorflow.python.ops.gen_control_flow_ops import Abort 

202from tensorflow.python.ops.gen_control_flow_ops import ControlTrigger 

203from tensorflow.python.ops.gen_control_flow_ops import Enter 

204from tensorflow.python.ops.gen_control_flow_ops import Exit 

205from tensorflow.python.ops.gen_control_flow_ops import LoopCond 

206from tensorflow.python.ops.gen_control_flow_ops import Merge 

207from tensorflow.python.ops.gen_control_flow_ops import NextIteration 

208from tensorflow.python.ops.gen_control_flow_ops import NoOp 

209from tensorflow.python.ops.gen_control_flow_ops import RefEnter 

210from tensorflow.python.ops.gen_control_flow_ops import RefExit 

211from tensorflow.python.ops.gen_control_flow_ops import RefMerge 

212from tensorflow.python.ops.gen_control_flow_ops import RefNextIteration 

213from tensorflow.python.ops.gen_control_flow_ops import RefSelect 

214from tensorflow.python.ops.gen_control_flow_ops import RefSwitch 

215from tensorflow.python.ops.gen_control_flow_ops import Switch 

216from tensorflow.python.ops.gen_count_ops import DenseCountSparseOutput 

217from tensorflow.python.ops.gen_count_ops import RaggedCountSparseOutput 

218from tensorflow.python.ops.gen_count_ops import SparseCountSparseOutput 

219from tensorflow.python.ops.gen_ctc_ops import CTCBeamSearchDecoder 

220from tensorflow.python.ops.gen_ctc_ops import CTCGreedyDecoder 

221from tensorflow.python.ops.gen_ctc_ops import CTCLoss 

222from tensorflow.python.ops.gen_ctc_ops import CTCLossV2 

223from tensorflow.python.ops.gen_cudnn_rnn_ops import CudnnRNN 

224from tensorflow.python.ops.gen_cudnn_rnn_ops import CudnnRNNBackprop 

225from tensorflow.python.ops.gen_cudnn_rnn_ops import CudnnRNNBackpropV2 

226from tensorflow.python.ops.gen_cudnn_rnn_ops import CudnnRNNBackpropV3 

227from tensorflow.python.ops.gen_cudnn_rnn_ops import CudnnRNNCanonicalToParams 

228from tensorflow.python.ops.gen_cudnn_rnn_ops import CudnnRNNCanonicalToParamsV2 

229from tensorflow.python.ops.gen_cudnn_rnn_ops import CudnnRNNParamsSize 

230from tensorflow.python.ops.gen_cudnn_rnn_ops import CudnnRNNParamsToCanonical 

231from tensorflow.python.ops.gen_cudnn_rnn_ops import CudnnRNNParamsToCanonicalV2 

232from tensorflow.python.ops.gen_cudnn_rnn_ops import CudnnRNNV2 

233from tensorflow.python.ops.gen_cudnn_rnn_ops import CudnnRNNV3 

234from tensorflow.python.ops.gen_data_flow_ops import AccumulatorApplyGradient 

235from tensorflow.python.ops.gen_data_flow_ops import AccumulatorNumAccumulated 

236from tensorflow.python.ops.gen_data_flow_ops import AccumulatorSetGlobalStep 

237from tensorflow.python.ops.gen_data_flow_ops import AccumulatorTakeGradient 

238from tensorflow.python.ops.gen_data_flow_ops import Barrier 

239from tensorflow.python.ops.gen_data_flow_ops import BarrierClose 

240from tensorflow.python.ops.gen_data_flow_ops import BarrierIncompleteSize 

241from tensorflow.python.ops.gen_data_flow_ops import BarrierInsertMany 

242from tensorflow.python.ops.gen_data_flow_ops import BarrierReadySize 

243from tensorflow.python.ops.gen_data_flow_ops import BarrierTakeMany 

244from tensorflow.python.ops.gen_data_flow_ops import ConditionalAccumulator 

245from tensorflow.python.ops.gen_data_flow_ops import DeleteSessionTensor 

246from tensorflow.python.ops.gen_data_flow_ops import DynamicPartition 

247from tensorflow.python.ops.gen_data_flow_ops import DynamicStitch 

248from tensorflow.python.ops.gen_data_flow_ops import FIFOQueue 

249from tensorflow.python.ops.gen_data_flow_ops import FIFOQueueV2 

250from tensorflow.python.ops.gen_data_flow_ops import FakeQueue 

251from tensorflow.python.ops.gen_data_flow_ops import GetSessionHandle 

252from tensorflow.python.ops.gen_data_flow_ops import GetSessionHandleV2 

253from tensorflow.python.ops.gen_data_flow_ops import GetSessionTensor 

254from tensorflow.python.ops.gen_data_flow_ops import MapClear 

255from tensorflow.python.ops.gen_data_flow_ops import MapIncompleteSize 

256from tensorflow.python.ops.gen_data_flow_ops import MapPeek 

257from tensorflow.python.ops.gen_data_flow_ops import MapSize 

258from tensorflow.python.ops.gen_data_flow_ops import MapStage 

259from tensorflow.python.ops.gen_data_flow_ops import MapUnstage 

260from tensorflow.python.ops.gen_data_flow_ops import MapUnstageNoKey 

261from tensorflow.python.ops.gen_data_flow_ops import OrderedMapClear 

262from tensorflow.python.ops.gen_data_flow_ops import OrderedMapIncompleteSize 

263from tensorflow.python.ops.gen_data_flow_ops import OrderedMapPeek 

264from tensorflow.python.ops.gen_data_flow_ops import OrderedMapSize 

265from tensorflow.python.ops.gen_data_flow_ops import OrderedMapStage 

266from tensorflow.python.ops.gen_data_flow_ops import OrderedMapUnstage 

267from tensorflow.python.ops.gen_data_flow_ops import OrderedMapUnstageNoKey 

268from tensorflow.python.ops.gen_data_flow_ops import PaddingFIFOQueue 

269from tensorflow.python.ops.gen_data_flow_ops import PaddingFIFOQueueV2 

270from tensorflow.python.ops.gen_data_flow_ops import ParallelDynamicStitch 

271from tensorflow.python.ops.gen_data_flow_ops import PriorityQueue 

272from tensorflow.python.ops.gen_data_flow_ops import PriorityQueueV2 

273from tensorflow.python.ops.gen_data_flow_ops import QueueClose 

274from tensorflow.python.ops.gen_data_flow_ops import QueueCloseV2 

275from tensorflow.python.ops.gen_data_flow_ops import QueueDequeue 

276from tensorflow.python.ops.gen_data_flow_ops import QueueDequeueMany 

277from tensorflow.python.ops.gen_data_flow_ops import QueueDequeueManyV2 

278from tensorflow.python.ops.gen_data_flow_ops import QueueDequeueUpTo 

279from tensorflow.python.ops.gen_data_flow_ops import QueueDequeueUpToV2 

280from tensorflow.python.ops.gen_data_flow_ops import QueueDequeueV2 

281from tensorflow.python.ops.gen_data_flow_ops import QueueEnqueue 

282from tensorflow.python.ops.gen_data_flow_ops import QueueEnqueueMany 

283from tensorflow.python.ops.gen_data_flow_ops import QueueEnqueueManyV2 

284from tensorflow.python.ops.gen_data_flow_ops import QueueEnqueueV2 

285from tensorflow.python.ops.gen_data_flow_ops import QueueIsClosed 

286from tensorflow.python.ops.gen_data_flow_ops import QueueIsClosedV2 

287from tensorflow.python.ops.gen_data_flow_ops import QueueSize 

288from tensorflow.python.ops.gen_data_flow_ops import QueueSizeV2 

289from tensorflow.python.ops.gen_data_flow_ops import RandomShuffleQueue 

290from tensorflow.python.ops.gen_data_flow_ops import RandomShuffleQueueV2 

291from tensorflow.python.ops.gen_data_flow_ops import RecordInput 

292from tensorflow.python.ops.gen_data_flow_ops import ResourceAccumulatorApplyGradient 

293from tensorflow.python.ops.gen_data_flow_ops import ResourceAccumulatorNumAccumulated 

294from tensorflow.python.ops.gen_data_flow_ops import ResourceAccumulatorSetGlobalStep 

295from tensorflow.python.ops.gen_data_flow_ops import ResourceAccumulatorTakeGradient 

296from tensorflow.python.ops.gen_data_flow_ops import ResourceConditionalAccumulator 

297from tensorflow.python.ops.gen_data_flow_ops import SparseAccumulatorApplyGradient 

298from tensorflow.python.ops.gen_data_flow_ops import SparseAccumulatorTakeGradient 

299from tensorflow.python.ops.gen_data_flow_ops import SparseConditionalAccumulator 

300from tensorflow.python.ops.gen_data_flow_ops import Stack 

301from tensorflow.python.ops.gen_data_flow_ops import StackClose 

302from tensorflow.python.ops.gen_data_flow_ops import StackCloseV2 

303from tensorflow.python.ops.gen_data_flow_ops import StackPop 

304from tensorflow.python.ops.gen_data_flow_ops import StackPopV2 

305from tensorflow.python.ops.gen_data_flow_ops import StackPush 

306from tensorflow.python.ops.gen_data_flow_ops import StackPushV2 

307from tensorflow.python.ops.gen_data_flow_ops import StackV2 

308from tensorflow.python.ops.gen_data_flow_ops import Stage 

309from tensorflow.python.ops.gen_data_flow_ops import StageClear 

310from tensorflow.python.ops.gen_data_flow_ops import StagePeek 

311from tensorflow.python.ops.gen_data_flow_ops import StageSize 

312from tensorflow.python.ops.gen_data_flow_ops import TensorArray 

313from tensorflow.python.ops.gen_data_flow_ops import TensorArrayClose 

314from tensorflow.python.ops.gen_data_flow_ops import TensorArrayCloseV2 

315from tensorflow.python.ops.gen_data_flow_ops import TensorArrayCloseV3 

316from tensorflow.python.ops.gen_data_flow_ops import TensorArrayConcat 

317from tensorflow.python.ops.gen_data_flow_ops import TensorArrayConcatV2 

318from tensorflow.python.ops.gen_data_flow_ops import TensorArrayConcatV3 

319from tensorflow.python.ops.gen_data_flow_ops import TensorArrayGather 

320from tensorflow.python.ops.gen_data_flow_ops import TensorArrayGatherV2 

321from tensorflow.python.ops.gen_data_flow_ops import TensorArrayGatherV3 

322from tensorflow.python.ops.gen_data_flow_ops import TensorArrayGrad 

323from tensorflow.python.ops.gen_data_flow_ops import TensorArrayGradV2 

324from tensorflow.python.ops.gen_data_flow_ops import TensorArrayGradV3 

325from tensorflow.python.ops.gen_data_flow_ops import TensorArrayGradWithShape 

326from tensorflow.python.ops.gen_data_flow_ops import TensorArrayPack 

327from tensorflow.python.ops.gen_data_flow_ops import TensorArrayRead 

328from tensorflow.python.ops.gen_data_flow_ops import TensorArrayReadV2 

329from tensorflow.python.ops.gen_data_flow_ops import TensorArrayReadV3 

330from tensorflow.python.ops.gen_data_flow_ops import TensorArrayScatter 

331from tensorflow.python.ops.gen_data_flow_ops import TensorArrayScatterV2 

332from tensorflow.python.ops.gen_data_flow_ops import TensorArrayScatterV3 

333from tensorflow.python.ops.gen_data_flow_ops import TensorArraySize 

334from tensorflow.python.ops.gen_data_flow_ops import TensorArraySizeV2 

335from tensorflow.python.ops.gen_data_flow_ops import TensorArraySizeV3 

336from tensorflow.python.ops.gen_data_flow_ops import TensorArraySplit 

337from tensorflow.python.ops.gen_data_flow_ops import TensorArraySplitV2 

338from tensorflow.python.ops.gen_data_flow_ops import TensorArraySplitV3 

339from tensorflow.python.ops.gen_data_flow_ops import TensorArrayUnpack 

340from tensorflow.python.ops.gen_data_flow_ops import TensorArrayV2 

341from tensorflow.python.ops.gen_data_flow_ops import TensorArrayV3 

342from tensorflow.python.ops.gen_data_flow_ops import TensorArrayWrite 

343from tensorflow.python.ops.gen_data_flow_ops import TensorArrayWriteV2 

344from tensorflow.python.ops.gen_data_flow_ops import TensorArrayWriteV3 

345from tensorflow.python.ops.gen_data_flow_ops import Unstage 

346from tensorflow.python.ops.gen_dataset_ops import AnonymousIterator 

347from tensorflow.python.ops.gen_dataset_ops import AnonymousIteratorV2 

348from tensorflow.python.ops.gen_dataset_ops import AnonymousIteratorV3 

349from tensorflow.python.ops.gen_dataset_ops import AnonymousMemoryCache 

350from tensorflow.python.ops.gen_dataset_ops import AnonymousMultiDeviceIterator 

351from tensorflow.python.ops.gen_dataset_ops import AnonymousMultiDeviceIteratorV3 

352from tensorflow.python.ops.gen_dataset_ops import AnonymousRandomSeedGenerator 

353from tensorflow.python.ops.gen_dataset_ops import AnonymousSeedGenerator 

354from tensorflow.python.ops.gen_dataset_ops import BatchDataset 

355from tensorflow.python.ops.gen_dataset_ops import BatchDatasetV2 

356from tensorflow.python.ops.gen_dataset_ops import CacheDataset 

357from tensorflow.python.ops.gen_dataset_ops import CacheDatasetV2 

358from tensorflow.python.ops.gen_dataset_ops import ConcatenateDataset 

359from tensorflow.python.ops.gen_dataset_ops import DatasetCardinality 

360from tensorflow.python.ops.gen_dataset_ops import DatasetToGraph 

361from tensorflow.python.ops.gen_dataset_ops import DatasetToGraphV2 

362from tensorflow.python.ops.gen_dataset_ops import DatasetToSingleElement 

363from tensorflow.python.ops.gen_dataset_ops import DeleteIterator 

364from tensorflow.python.ops.gen_dataset_ops import DeleteMemoryCache 

365from tensorflow.python.ops.gen_dataset_ops import DeleteMultiDeviceIterator 

366from tensorflow.python.ops.gen_dataset_ops import DeleteRandomSeedGenerator 

367from tensorflow.python.ops.gen_dataset_ops import DeleteSeedGenerator 

368from tensorflow.python.ops.gen_dataset_ops import DeserializeIterator 

369from tensorflow.python.ops.gen_dataset_ops import DummyMemoryCache 

370from tensorflow.python.ops.gen_dataset_ops import DummySeedGenerator 

371from tensorflow.python.ops.gen_dataset_ops import FilterByLastComponentDataset 

372from tensorflow.python.ops.gen_dataset_ops import FilterDataset 

373from tensorflow.python.ops.gen_dataset_ops import FinalizeDataset 

374from tensorflow.python.ops.gen_dataset_ops import FixedLengthRecordDataset 

375from tensorflow.python.ops.gen_dataset_ops import FixedLengthRecordDatasetV2 

376from tensorflow.python.ops.gen_dataset_ops import FlatMapDataset 

377from tensorflow.python.ops.gen_dataset_ops import GeneratorDataset 

378from tensorflow.python.ops.gen_dataset_ops import GetOptions 

379from tensorflow.python.ops.gen_dataset_ops import InterleaveDataset 

380from tensorflow.python.ops.gen_dataset_ops import Iterator 

381from tensorflow.python.ops.gen_dataset_ops import IteratorFromStringHandle 

382from tensorflow.python.ops.gen_dataset_ops import IteratorFromStringHandleV2 

383from tensorflow.python.ops.gen_dataset_ops import IteratorGetNext 

384from tensorflow.python.ops.gen_dataset_ops import IteratorGetNextAsOptional 

385from tensorflow.python.ops.gen_dataset_ops import IteratorGetNextSync 

386from tensorflow.python.ops.gen_dataset_ops import IteratorToStringHandle 

387from tensorflow.python.ops.gen_dataset_ops import IteratorV2 

388from tensorflow.python.ops.gen_dataset_ops import MakeIterator 

389from tensorflow.python.ops.gen_dataset_ops import MapDataset 

390from tensorflow.python.ops.gen_dataset_ops import MapDefun 

391from tensorflow.python.ops.gen_dataset_ops import ModelDataset 

392from tensorflow.python.ops.gen_dataset_ops import MultiDeviceIterator 

393from tensorflow.python.ops.gen_dataset_ops import MultiDeviceIteratorFromStringHandle 

394from tensorflow.python.ops.gen_dataset_ops import MultiDeviceIteratorGetNextFromShard 

395from tensorflow.python.ops.gen_dataset_ops import MultiDeviceIteratorInit 

396from tensorflow.python.ops.gen_dataset_ops import MultiDeviceIteratorToStringHandle 

397from tensorflow.python.ops.gen_dataset_ops import OneShotIterator 

398from tensorflow.python.ops.gen_dataset_ops import OptimizeDataset 

399from tensorflow.python.ops.gen_dataset_ops import OptimizeDatasetV2 

400from tensorflow.python.ops.gen_dataset_ops import OptionsDataset 

401from tensorflow.python.ops.gen_dataset_ops import PaddedBatchDataset 

402from tensorflow.python.ops.gen_dataset_ops import PaddedBatchDatasetV2 

403from tensorflow.python.ops.gen_dataset_ops import ParallelBatchDataset 

404from tensorflow.python.ops.gen_dataset_ops import ParallelFilterDataset 

405from tensorflow.python.ops.gen_dataset_ops import ParallelInterleaveDatasetV2 

406from tensorflow.python.ops.gen_dataset_ops import ParallelInterleaveDatasetV3 

407from tensorflow.python.ops.gen_dataset_ops import ParallelInterleaveDatasetV4 

408from tensorflow.python.ops.gen_dataset_ops import ParallelMapDataset 

409from tensorflow.python.ops.gen_dataset_ops import ParallelMapDatasetV2 

410from tensorflow.python.ops.gen_dataset_ops import PrefetchDataset 

411from tensorflow.python.ops.gen_dataset_ops import RangeDataset 

412from tensorflow.python.ops.gen_dataset_ops import ReduceDataset 

413from tensorflow.python.ops.gen_dataset_ops import RepeatDataset 

414from tensorflow.python.ops.gen_dataset_ops import RewriteDataset 

415from tensorflow.python.ops.gen_dataset_ops import SerializeIterator 

416from tensorflow.python.ops.gen_dataset_ops import ShardDataset 

417from tensorflow.python.ops.gen_dataset_ops import ShuffleAndRepeatDataset 

418from tensorflow.python.ops.gen_dataset_ops import ShuffleAndRepeatDatasetV2 

419from tensorflow.python.ops.gen_dataset_ops import ShuffleDataset 

420from tensorflow.python.ops.gen_dataset_ops import ShuffleDatasetV2 

421from tensorflow.python.ops.gen_dataset_ops import ShuffleDatasetV3 

422from tensorflow.python.ops.gen_dataset_ops import SkipDataset 

423from tensorflow.python.ops.gen_dataset_ops import SparseTensorSliceDataset 

424from tensorflow.python.ops.gen_dataset_ops import TFRecordDataset 

425from tensorflow.python.ops.gen_dataset_ops import TakeDataset 

426from tensorflow.python.ops.gen_dataset_ops import TensorDataset 

427from tensorflow.python.ops.gen_dataset_ops import TensorSliceDataset 

428from tensorflow.python.ops.gen_dataset_ops import TextLineDataset 

429from tensorflow.python.ops.gen_dataset_ops import UnwrapDatasetVariant 

430from tensorflow.python.ops.gen_dataset_ops import WindowDataset 

431from tensorflow.python.ops.gen_dataset_ops import WindowOp 

432from tensorflow.python.ops.gen_dataset_ops import WrapDatasetVariant 

433from tensorflow.python.ops.gen_dataset_ops import ZipDataset 

434from tensorflow.python.ops.gen_debug_ops import Copy 

435from tensorflow.python.ops.gen_debug_ops import CopyHost 

436from tensorflow.python.ops.gen_debug_ops import DebugIdentity 

437from tensorflow.python.ops.gen_debug_ops import DebugIdentityV2 

438from tensorflow.python.ops.gen_debug_ops import DebugIdentityV3 

439from tensorflow.python.ops.gen_debug_ops import DebugNanCount 

440from tensorflow.python.ops.gen_debug_ops import DebugNumericSummary 

441from tensorflow.python.ops.gen_debug_ops import DebugNumericSummaryV2 

442from tensorflow.python.ops.gen_decode_proto_ops import DecodeProtoV2 

443from tensorflow.python.ops.gen_encode_proto_ops import EncodeProto 

444from tensorflow.python.ops.gen_experimental_dataset_ops import AssertCardinalityDataset 

445from tensorflow.python.ops.gen_experimental_dataset_ops import AssertNextDataset 

446from tensorflow.python.ops.gen_experimental_dataset_ops import AssertPrevDataset 

447from tensorflow.python.ops.gen_experimental_dataset_ops import AutoShardDataset 

448from tensorflow.python.ops.gen_experimental_dataset_ops import BytesProducedStatsDataset 

449from tensorflow.python.ops.gen_experimental_dataset_ops import CSVDataset 

450from tensorflow.python.ops.gen_experimental_dataset_ops import CSVDatasetV2 

451from tensorflow.python.ops.gen_experimental_dataset_ops import ChooseFastestBranchDataset 

452from tensorflow.python.ops.gen_experimental_dataset_ops import ChooseFastestDataset 

453from tensorflow.python.ops.gen_experimental_dataset_ops import CompressElement 

454from tensorflow.python.ops.gen_experimental_dataset_ops import ComputeBatchSize 

455from tensorflow.python.ops.gen_experimental_dataset_ops import DataServiceDataset 

456from tensorflow.python.ops.gen_experimental_dataset_ops import DataServiceDatasetV2 

457from tensorflow.python.ops.gen_experimental_dataset_ops import DataServiceDatasetV3 

458from tensorflow.python.ops.gen_experimental_dataset_ops import DataServiceDatasetV4 

459from tensorflow.python.ops.gen_experimental_dataset_ops import DatasetFromGraph 

460from tensorflow.python.ops.gen_experimental_dataset_ops import DatasetToTFRecord 

461from tensorflow.python.ops.gen_experimental_dataset_ops import DenseToSparseBatchDataset 

462from tensorflow.python.ops.gen_experimental_dataset_ops import DirectedInterleaveDataset 

463from tensorflow.python.ops.gen_experimental_dataset_ops import DistributedSave 

464from tensorflow.python.ops.gen_experimental_dataset_ops import DummyIterationCounter 

465from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalAssertNextDataset 

466from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalAutoShardDataset 

467from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalBytesProducedStatsDataset 

468from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalCSVDataset 

469from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalChooseFastestDataset 

470from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalDatasetCardinality 

471from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalDatasetToTFRecord 

472from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalDenseToSparseBatchDataset 

473from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalDirectedInterleaveDataset 

474from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalGroupByReducerDataset 

475from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalGroupByWindowDataset 

476from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalIgnoreErrorsDataset 

477from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalIteratorGetDevice 

478from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalLMDBDataset 

479from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalLatencyStatsDataset 

480from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalMapAndBatchDataset 

481from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalMapDataset 

482from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalMatchingFilesDataset 

483from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalMaxIntraOpParallelismDataset 

484from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalNonSerializableDataset 

485from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalParallelInterleaveDataset 

486from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalParseExampleDataset 

487from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalPrivateThreadPoolDataset 

488from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalRandomDataset 

489from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalRebatchDataset 

490from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalScanDataset 

491from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalSetStatsAggregatorDataset 

492from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalSleepDataset 

493from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalSlidingWindowDataset 

494from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalSqlDataset 

495from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalStatsAggregatorHandle 

496from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalStatsAggregatorSummary 

497from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalTakeWhileDataset 

498from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalThreadPoolDataset 

499from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalThreadPoolHandle 

500from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalUnbatchDataset 

501from tensorflow.python.ops.gen_experimental_dataset_ops import ExperimentalUniqueDataset 

502from tensorflow.python.ops.gen_experimental_dataset_ops import GetElementAtIndex 

503from tensorflow.python.ops.gen_experimental_dataset_ops import GroupByReducerDataset 

504from tensorflow.python.ops.gen_experimental_dataset_ops import GroupByWindowDataset 

505from tensorflow.python.ops.gen_experimental_dataset_ops import IgnoreErrorsDataset 

506from tensorflow.python.ops.gen_experimental_dataset_ops import InitializeTableFromDataset 

507from tensorflow.python.ops.gen_experimental_dataset_ops import IteratorGetDevice 

508from tensorflow.python.ops.gen_experimental_dataset_ops import LMDBDataset 

509from tensorflow.python.ops.gen_experimental_dataset_ops import LatencyStatsDataset 

510from tensorflow.python.ops.gen_experimental_dataset_ops import LegacyParallelInterleaveDatasetV2 

511from tensorflow.python.ops.gen_experimental_dataset_ops import ListDataset 

512from tensorflow.python.ops.gen_experimental_dataset_ops import LoadDataset 

513from tensorflow.python.ops.gen_experimental_dataset_ops import MapAndBatchDataset 

514from tensorflow.python.ops.gen_experimental_dataset_ops import MatchingFilesDataset 

515from tensorflow.python.ops.gen_experimental_dataset_ops import MaxIntraOpParallelismDataset 

516from tensorflow.python.ops.gen_experimental_dataset_ops import NonSerializableDataset 

517from tensorflow.python.ops.gen_experimental_dataset_ops import ParallelInterleaveDataset 

518from tensorflow.python.ops.gen_experimental_dataset_ops import ParseExampleDataset 

519from tensorflow.python.ops.gen_experimental_dataset_ops import ParseExampleDatasetV2 

520from tensorflow.python.ops.gen_experimental_dataset_ops import PrivateThreadPoolDataset 

521from tensorflow.python.ops.gen_experimental_dataset_ops import RandomDataset 

522from tensorflow.python.ops.gen_experimental_dataset_ops import RandomDatasetV2 

523from tensorflow.python.ops.gen_experimental_dataset_ops import RebatchDataset 

524from tensorflow.python.ops.gen_experimental_dataset_ops import RebatchDatasetV2 

525from tensorflow.python.ops.gen_experimental_dataset_ops import RegisterDataset 

526from tensorflow.python.ops.gen_experimental_dataset_ops import RegisterDatasetV2 

527from tensorflow.python.ops.gen_experimental_dataset_ops import SamplingDataset 

528from tensorflow.python.ops.gen_experimental_dataset_ops import SaveDataset 

529from tensorflow.python.ops.gen_experimental_dataset_ops import SaveDatasetV2 

530from tensorflow.python.ops.gen_experimental_dataset_ops import ScanDataset 

531from tensorflow.python.ops.gen_experimental_dataset_ops import SetStatsAggregatorDataset 

532from tensorflow.python.ops.gen_experimental_dataset_ops import SleepDataset 

533from tensorflow.python.ops.gen_experimental_dataset_ops import SlidingWindowDataset 

534from tensorflow.python.ops.gen_experimental_dataset_ops import SnapshotChunkDataset 

535from tensorflow.python.ops.gen_experimental_dataset_ops import SnapshotDataset 

536from tensorflow.python.ops.gen_experimental_dataset_ops import SnapshotDatasetReader 

537from tensorflow.python.ops.gen_experimental_dataset_ops import SnapshotDatasetV2 

538from tensorflow.python.ops.gen_experimental_dataset_ops import SnapshotNestedDatasetReader 

539from tensorflow.python.ops.gen_experimental_dataset_ops import SqlDataset 

540from tensorflow.python.ops.gen_experimental_dataset_ops import StatsAggregatorHandle 

541from tensorflow.python.ops.gen_experimental_dataset_ops import StatsAggregatorHandleV2 

542from tensorflow.python.ops.gen_experimental_dataset_ops import StatsAggregatorSetSummaryWriter 

543from tensorflow.python.ops.gen_experimental_dataset_ops import StatsAggregatorSummary 

544from tensorflow.python.ops.gen_experimental_dataset_ops import TakeWhileDataset 

545from tensorflow.python.ops.gen_experimental_dataset_ops import ThreadPoolDataset 

546from tensorflow.python.ops.gen_experimental_dataset_ops import ThreadPoolHandle 

547from tensorflow.python.ops.gen_experimental_dataset_ops import UnbatchDataset 

548from tensorflow.python.ops.gen_experimental_dataset_ops import UncompressElement 

549from tensorflow.python.ops.gen_experimental_dataset_ops import UniqueDataset 

550from tensorflow.python.ops.gen_functional_ops import Case 

551from tensorflow.python.ops.gen_functional_ops import DeviceIndex 

552from tensorflow.python.ops.gen_functional_ops import FakeParam 

553from tensorflow.python.ops.gen_functional_ops import For 

554from tensorflow.python.ops.gen_functional_ops import If 

555from tensorflow.python.ops.gen_functional_ops import PartitionedCall 

556from tensorflow.python.ops.gen_functional_ops import RemoteCall 

557from tensorflow.python.ops.gen_functional_ops import StatefulPartitionedCall 

558from tensorflow.python.ops.gen_functional_ops import StatelessCase 

559from tensorflow.python.ops.gen_functional_ops import StatelessIf 

560from tensorflow.python.ops.gen_functional_ops import StatelessWhile 

561from tensorflow.python.ops.gen_functional_ops import SymbolicGradient 

562from tensorflow.python.ops.gen_functional_ops import ToBool 

563from tensorflow.python.ops.gen_functional_ops import While 

564from tensorflow.python.ops.gen_image_ops import AdjustContrast 

565from tensorflow.python.ops.gen_image_ops import AdjustContrastv2 

566from tensorflow.python.ops.gen_image_ops import AdjustHue 

567from tensorflow.python.ops.gen_image_ops import AdjustSaturation 

568from tensorflow.python.ops.gen_image_ops import CombinedNonMaxSuppression 

569from tensorflow.python.ops.gen_image_ops import CropAndResize 

570from tensorflow.python.ops.gen_image_ops import CropAndResizeGradBoxes 

571from tensorflow.python.ops.gen_image_ops import CropAndResizeGradImage 

572from tensorflow.python.ops.gen_image_ops import DecodeAndCropJpeg 

573from tensorflow.python.ops.gen_image_ops import DecodeBmp 

574from tensorflow.python.ops.gen_image_ops import DecodeGif 

575from tensorflow.python.ops.gen_image_ops import DecodeImage 

576from tensorflow.python.ops.gen_image_ops import DecodeJpeg 

577from tensorflow.python.ops.gen_image_ops import DecodePng 

578from tensorflow.python.ops.gen_image_ops import DrawBoundingBoxes 

579from tensorflow.python.ops.gen_image_ops import DrawBoundingBoxesV2 

580from tensorflow.python.ops.gen_image_ops import EncodeJpeg 

581from tensorflow.python.ops.gen_image_ops import EncodeJpegVariableQuality 

582from tensorflow.python.ops.gen_image_ops import EncodePng 

583from tensorflow.python.ops.gen_image_ops import ExtractGlimpse 

584from tensorflow.python.ops.gen_image_ops import ExtractGlimpseV2 

585from tensorflow.python.ops.gen_image_ops import ExtractJpegShape 

586from tensorflow.python.ops.gen_image_ops import GenerateBoundingBoxProposals 

587from tensorflow.python.ops.gen_image_ops import HSVToRGB 

588from tensorflow.python.ops.gen_image_ops import ImageProjectiveTransformV2 

589from tensorflow.python.ops.gen_image_ops import ImageProjectiveTransformV3 

590from tensorflow.python.ops.gen_image_ops import NonMaxSuppression 

591from tensorflow.python.ops.gen_image_ops import NonMaxSuppressionV2 

592from tensorflow.python.ops.gen_image_ops import NonMaxSuppressionV3 

593from tensorflow.python.ops.gen_image_ops import NonMaxSuppressionV4 

594from tensorflow.python.ops.gen_image_ops import NonMaxSuppressionV5 

595from tensorflow.python.ops.gen_image_ops import NonMaxSuppressionWithOverlaps 

596from tensorflow.python.ops.gen_image_ops import QuantizedResizeBilinear 

597from tensorflow.python.ops.gen_image_ops import RGBToHSV 

598from tensorflow.python.ops.gen_image_ops import RandomCrop 

599from tensorflow.python.ops.gen_image_ops import ResizeArea 

600from tensorflow.python.ops.gen_image_ops import ResizeBicubic 

601from tensorflow.python.ops.gen_image_ops import ResizeBicubicGrad 

602from tensorflow.python.ops.gen_image_ops import ResizeBilinear 

603from tensorflow.python.ops.gen_image_ops import ResizeBilinearGrad 

604from tensorflow.python.ops.gen_image_ops import ResizeNearestNeighbor 

605from tensorflow.python.ops.gen_image_ops import ResizeNearestNeighborGrad 

606from tensorflow.python.ops.gen_image_ops import SampleDistortedBoundingBox 

607from tensorflow.python.ops.gen_image_ops import SampleDistortedBoundingBoxV2 

608from tensorflow.python.ops.gen_image_ops import ScaleAndTranslate 

609from tensorflow.python.ops.gen_image_ops import ScaleAndTranslateGrad 

610from tensorflow.python.ops.gen_image_ops import StatelessSampleDistortedBoundingBox 

611from tensorflow.python.ops.gen_io_ops import FixedLengthRecordReader 

612from tensorflow.python.ops.gen_io_ops import FixedLengthRecordReaderV2 

613from tensorflow.python.ops.gen_io_ops import IdentityReader 

614from tensorflow.python.ops.gen_io_ops import IdentityReaderV2 

615from tensorflow.python.ops.gen_io_ops import LMDBReader 

616from tensorflow.python.ops.gen_io_ops import MatchingFiles 

617from tensorflow.python.ops.gen_io_ops import MergeV2Checkpoints 

618from tensorflow.python.ops.gen_io_ops import ReadFile 

619from tensorflow.python.ops.gen_io_ops import ReaderNumRecordsProduced 

620from tensorflow.python.ops.gen_io_ops import ReaderNumRecordsProducedV2 

621from tensorflow.python.ops.gen_io_ops import ReaderNumWorkUnitsCompleted 

622from tensorflow.python.ops.gen_io_ops import ReaderNumWorkUnitsCompletedV2 

623from tensorflow.python.ops.gen_io_ops import ReaderRead 

624from tensorflow.python.ops.gen_io_ops import ReaderReadUpTo 

625from tensorflow.python.ops.gen_io_ops import ReaderReadUpToV2 

626from tensorflow.python.ops.gen_io_ops import ReaderReadV2 

627from tensorflow.python.ops.gen_io_ops import ReaderReset 

628from tensorflow.python.ops.gen_io_ops import ReaderResetV2 

629from tensorflow.python.ops.gen_io_ops import ReaderRestoreState 

630from tensorflow.python.ops.gen_io_ops import ReaderRestoreStateV2 

631from tensorflow.python.ops.gen_io_ops import ReaderSerializeState 

632from tensorflow.python.ops.gen_io_ops import ReaderSerializeStateV2 

633from tensorflow.python.ops.gen_io_ops import Restore 

634from tensorflow.python.ops.gen_io_ops import RestoreSlice 

635from tensorflow.python.ops.gen_io_ops import RestoreV2 

636from tensorflow.python.ops.gen_io_ops import Save 

637from tensorflow.python.ops.gen_io_ops import SaveSlices 

638from tensorflow.python.ops.gen_io_ops import SaveV2 

639from tensorflow.python.ops.gen_io_ops import ShardedFilename 

640from tensorflow.python.ops.gen_io_ops import ShardedFilespec 

641from tensorflow.python.ops.gen_io_ops import TFRecordReader 

642from tensorflow.python.ops.gen_io_ops import TFRecordReaderV2 

643from tensorflow.python.ops.gen_io_ops import TextLineReader 

644from tensorflow.python.ops.gen_io_ops import TextLineReaderV2 

645from tensorflow.python.ops.gen_io_ops import WholeFileReader 

646from tensorflow.python.ops.gen_io_ops import WholeFileReaderV2 

647from tensorflow.python.ops.gen_io_ops import WriteFile 

648from tensorflow.python.ops.gen_linalg_ops import BandedTriangularSolve 

649from tensorflow.python.ops.gen_linalg_ops import BatchCholesky 

650from tensorflow.python.ops.gen_linalg_ops import BatchCholeskyGrad 

651from tensorflow.python.ops.gen_linalg_ops import BatchMatrixDeterminant 

652from tensorflow.python.ops.gen_linalg_ops import BatchMatrixInverse 

653from tensorflow.python.ops.gen_linalg_ops import BatchMatrixSolve 

654from tensorflow.python.ops.gen_linalg_ops import BatchMatrixSolveLs 

655from tensorflow.python.ops.gen_linalg_ops import BatchMatrixTriangularSolve 

656from tensorflow.python.ops.gen_linalg_ops import BatchSelfAdjointEig 

657from tensorflow.python.ops.gen_linalg_ops import BatchSelfAdjointEigV2 

658from tensorflow.python.ops.gen_linalg_ops import BatchSvd 

659from tensorflow.python.ops.gen_linalg_ops import Cholesky 

660from tensorflow.python.ops.gen_linalg_ops import CholeskyGrad 

661from tensorflow.python.ops.gen_linalg_ops import Eig 

662from tensorflow.python.ops.gen_linalg_ops import Einsum 

663from tensorflow.python.ops.gen_linalg_ops import LogMatrixDeterminant 

664from tensorflow.python.ops.gen_linalg_ops import Lu 

665from tensorflow.python.ops.gen_linalg_ops import MatrixDeterminant 

666from tensorflow.python.ops.gen_linalg_ops import MatrixExponential 

667from tensorflow.python.ops.gen_linalg_ops import MatrixInverse 

668from tensorflow.python.ops.gen_linalg_ops import MatrixLogarithm 

669from tensorflow.python.ops.gen_linalg_ops import MatrixSolve 

670from tensorflow.python.ops.gen_linalg_ops import MatrixSolveLs 

671from tensorflow.python.ops.gen_linalg_ops import MatrixSquareRoot 

672from tensorflow.python.ops.gen_linalg_ops import MatrixTriangularSolve 

673from tensorflow.python.ops.gen_linalg_ops import Qr 

674from tensorflow.python.ops.gen_linalg_ops import SelfAdjointEig 

675from tensorflow.python.ops.gen_linalg_ops import SelfAdjointEigV2 

676from tensorflow.python.ops.gen_linalg_ops import Svd 

677from tensorflow.python.ops.gen_linalg_ops import TridiagonalMatMul 

678from tensorflow.python.ops.gen_linalg_ops import TridiagonalSolve 

679from tensorflow.python.ops.gen_list_ops import EmptyTensorList 

680from tensorflow.python.ops.gen_list_ops import TensorListConcat 

681from tensorflow.python.ops.gen_list_ops import TensorListConcatLists 

682from tensorflow.python.ops.gen_list_ops import TensorListConcatV2 

683from tensorflow.python.ops.gen_list_ops import TensorListElementShape 

684from tensorflow.python.ops.gen_list_ops import TensorListFromTensor 

685from tensorflow.python.ops.gen_list_ops import TensorListGather 

686from tensorflow.python.ops.gen_list_ops import TensorListGetItem 

687from tensorflow.python.ops.gen_list_ops import TensorListLength 

688from tensorflow.python.ops.gen_list_ops import TensorListPopBack 

689from tensorflow.python.ops.gen_list_ops import TensorListPushBack 

690from tensorflow.python.ops.gen_list_ops import TensorListPushBackBatch 

691from tensorflow.python.ops.gen_list_ops import TensorListReserve 

692from tensorflow.python.ops.gen_list_ops import TensorListResize 

693from tensorflow.python.ops.gen_list_ops import TensorListScatter 

694from tensorflow.python.ops.gen_list_ops import TensorListScatterIntoExistingList 

695from tensorflow.python.ops.gen_list_ops import TensorListScatterV2 

696from tensorflow.python.ops.gen_list_ops import TensorListSetItem 

697from tensorflow.python.ops.gen_list_ops import TensorListSplit 

698from tensorflow.python.ops.gen_list_ops import TensorListStack 

699from tensorflow.python.ops.gen_logging_ops import Assert 

700from tensorflow.python.ops.gen_logging_ops import AudioSummary 

701from tensorflow.python.ops.gen_logging_ops import AudioSummaryV2 

702from tensorflow.python.ops.gen_logging_ops import HistogramSummary 

703from tensorflow.python.ops.gen_logging_ops import ImageSummary 

704from tensorflow.python.ops.gen_logging_ops import MergeSummary 

705from tensorflow.python.ops.gen_logging_ops import Print 

706from tensorflow.python.ops.gen_logging_ops import PrintV2 

707from tensorflow.python.ops.gen_logging_ops import ScalarSummary 

708from tensorflow.python.ops.gen_logging_ops import TensorSummary 

709from tensorflow.python.ops.gen_logging_ops import TensorSummaryV2 

710from tensorflow.python.ops.gen_logging_ops import Timestamp 

711from tensorflow.python.ops.gen_lookup_ops import AnonymousHashTable 

712from tensorflow.python.ops.gen_lookup_ops import AnonymousMutableDenseHashTable 

713from tensorflow.python.ops.gen_lookup_ops import AnonymousMutableHashTable 

714from tensorflow.python.ops.gen_lookup_ops import AnonymousMutableHashTableOfTensors 

715from tensorflow.python.ops.gen_lookup_ops import HashTable 

716from tensorflow.python.ops.gen_lookup_ops import HashTableV2 

717from tensorflow.python.ops.gen_lookup_ops import InitializeTable 

718from tensorflow.python.ops.gen_lookup_ops import InitializeTableFromTextFile 

719from tensorflow.python.ops.gen_lookup_ops import InitializeTableFromTextFileV2 

720from tensorflow.python.ops.gen_lookup_ops import InitializeTableV2 

721from tensorflow.python.ops.gen_lookup_ops import LookupTableExport 

722from tensorflow.python.ops.gen_lookup_ops import LookupTableExportV2 

723from tensorflow.python.ops.gen_lookup_ops import LookupTableFind 

724from tensorflow.python.ops.gen_lookup_ops import LookupTableFindV2 

725from tensorflow.python.ops.gen_lookup_ops import LookupTableImport 

726from tensorflow.python.ops.gen_lookup_ops import LookupTableImportV2 

727from tensorflow.python.ops.gen_lookup_ops import LookupTableInsert 

728from tensorflow.python.ops.gen_lookup_ops import LookupTableInsertV2 

729from tensorflow.python.ops.gen_lookup_ops import LookupTableRemoveV2 

730from tensorflow.python.ops.gen_lookup_ops import LookupTableSize 

731from tensorflow.python.ops.gen_lookup_ops import LookupTableSizeV2 

732from tensorflow.python.ops.gen_lookup_ops import MutableDenseHashTable 

733from tensorflow.python.ops.gen_lookup_ops import MutableDenseHashTableV2 

734from tensorflow.python.ops.gen_lookup_ops import MutableHashTable 

735from tensorflow.python.ops.gen_lookup_ops import MutableHashTableOfTensors 

736from tensorflow.python.ops.gen_lookup_ops import MutableHashTableOfTensorsV2 

737from tensorflow.python.ops.gen_lookup_ops import MutableHashTableV2 

738from tensorflow.python.ops.gen_manip_ops import Roll 

739from tensorflow.python.ops.gen_math_ops import Abs 

740from tensorflow.python.ops.gen_math_ops import AccumulateNV2 

741from tensorflow.python.ops.gen_math_ops import Acos 

742from tensorflow.python.ops.gen_math_ops import Acosh 

743from tensorflow.python.ops.gen_math_ops import Add 

744from tensorflow.python.ops.gen_math_ops import AddN 

745from tensorflow.python.ops.gen_math_ops import AddV2 

746from tensorflow.python.ops.gen_math_ops import All 

747from tensorflow.python.ops.gen_math_ops import Angle 

748from tensorflow.python.ops.gen_math_ops import Any 

749from tensorflow.python.ops.gen_math_ops import ApproximateEqual 

750from tensorflow.python.ops.gen_math_ops import ArgMax 

751from tensorflow.python.ops.gen_math_ops import ArgMin 

752from tensorflow.python.ops.gen_math_ops import Asin 

753from tensorflow.python.ops.gen_math_ops import Asinh 

754from tensorflow.python.ops.gen_math_ops import Atan 

755from tensorflow.python.ops.gen_math_ops import Atan2 

756from tensorflow.python.ops.gen_math_ops import Atanh 

757from tensorflow.python.ops.gen_math_ops import BatchMatMul 

758from tensorflow.python.ops.gen_math_ops import BatchMatMulV2 

759from tensorflow.python.ops.gen_math_ops import BatchMatMulV3 

760from tensorflow.python.ops.gen_math_ops import Betainc 

761from tensorflow.python.ops.gen_math_ops import Bincount 

762from tensorflow.python.ops.gen_math_ops import Bucketize 

763from tensorflow.python.ops.gen_math_ops import Cast 

764from tensorflow.python.ops.gen_math_ops import Ceil 

765from tensorflow.python.ops.gen_math_ops import ClipByValue 

766from tensorflow.python.ops.gen_math_ops import Complex 

767from tensorflow.python.ops.gen_math_ops import ComplexAbs 

768from tensorflow.python.ops.gen_math_ops import Conj 

769from tensorflow.python.ops.gen_math_ops import Cos 

770from tensorflow.python.ops.gen_math_ops import Cosh 

771from tensorflow.python.ops.gen_math_ops import Cross 

772from tensorflow.python.ops.gen_math_ops import Cumprod 

773from tensorflow.python.ops.gen_math_ops import Cumsum 

774from tensorflow.python.ops.gen_math_ops import CumulativeLogsumexp 

775from tensorflow.python.ops.gen_math_ops import DenseBincount 

776from tensorflow.python.ops.gen_math_ops import Digamma 

777from tensorflow.python.ops.gen_math_ops import Div 

778from tensorflow.python.ops.gen_math_ops import DivNoNan 

779from tensorflow.python.ops.gen_math_ops import Equal 

780from tensorflow.python.ops.gen_math_ops import Erf 

781from tensorflow.python.ops.gen_math_ops import Erfc 

782from tensorflow.python.ops.gen_math_ops import Erfinv 

783from tensorflow.python.ops.gen_math_ops import EuclideanNorm 

784from tensorflow.python.ops.gen_math_ops import Exp 

785from tensorflow.python.ops.gen_math_ops import Expm1 

786from tensorflow.python.ops.gen_math_ops import Floor 

787from tensorflow.python.ops.gen_math_ops import FloorDiv 

788from tensorflow.python.ops.gen_math_ops import FloorMod 

789from tensorflow.python.ops.gen_math_ops import Greater 

790from tensorflow.python.ops.gen_math_ops import GreaterEqual 

791from tensorflow.python.ops.gen_math_ops import HistogramFixedWidth 

792from tensorflow.python.ops.gen_math_ops import Igamma 

793from tensorflow.python.ops.gen_math_ops import IgammaGradA 

794from tensorflow.python.ops.gen_math_ops import Igammac 

795from tensorflow.python.ops.gen_math_ops import Imag 

796from tensorflow.python.ops.gen_math_ops import Inv 

797from tensorflow.python.ops.gen_math_ops import InvGrad 

798from tensorflow.python.ops.gen_math_ops import IsFinite 

799from tensorflow.python.ops.gen_math_ops import IsInf 

800from tensorflow.python.ops.gen_math_ops import IsNan 

801from tensorflow.python.ops.gen_math_ops import Less 

802from tensorflow.python.ops.gen_math_ops import LessEqual 

803from tensorflow.python.ops.gen_math_ops import Lgamma 

804from tensorflow.python.ops.gen_math_ops import LinSpace 

805from tensorflow.python.ops.gen_math_ops import Log 

806from tensorflow.python.ops.gen_math_ops import Log1p 

807from tensorflow.python.ops.gen_math_ops import LogicalAnd 

808from tensorflow.python.ops.gen_math_ops import LogicalNot 

809from tensorflow.python.ops.gen_math_ops import LogicalOr 

810from tensorflow.python.ops.gen_math_ops import MatMul 

811from tensorflow.python.ops.gen_math_ops import Max 

812from tensorflow.python.ops.gen_math_ops import Maximum 

813from tensorflow.python.ops.gen_math_ops import Mean 

814from tensorflow.python.ops.gen_math_ops import Min 

815from tensorflow.python.ops.gen_math_ops import Minimum 

816from tensorflow.python.ops.gen_math_ops import Mod 

817from tensorflow.python.ops.gen_math_ops import Mul 

818from tensorflow.python.ops.gen_math_ops import MulNoNan 

819from tensorflow.python.ops.gen_math_ops import Ndtri 

820from tensorflow.python.ops.gen_math_ops import Neg 

821from tensorflow.python.ops.gen_math_ops import NextAfter 

822from tensorflow.python.ops.gen_math_ops import NotEqual 

823from tensorflow.python.ops.gen_math_ops import Polygamma 

824from tensorflow.python.ops.gen_math_ops import Pow 

825from tensorflow.python.ops.gen_math_ops import Prod 

826from tensorflow.python.ops.gen_math_ops import QuantizeDownAndShrinkRange 

827from tensorflow.python.ops.gen_math_ops import QuantizedAdd 

828from tensorflow.python.ops.gen_math_ops import QuantizedMatMul 

829from tensorflow.python.ops.gen_math_ops import QuantizedMul 

830from tensorflow.python.ops.gen_math_ops import RaggedBincount 

831from tensorflow.python.ops.gen_math_ops import Range 

832from tensorflow.python.ops.gen_math_ops import Real 

833from tensorflow.python.ops.gen_math_ops import RealDiv 

834from tensorflow.python.ops.gen_math_ops import Reciprocal 

835from tensorflow.python.ops.gen_math_ops import ReciprocalGrad 

836from tensorflow.python.ops.gen_math_ops import RequantizationRange 

837from tensorflow.python.ops.gen_math_ops import RequantizationRangePerChannel 

838from tensorflow.python.ops.gen_math_ops import Requantize 

839from tensorflow.python.ops.gen_math_ops import RequantizePerChannel 

840from tensorflow.python.ops.gen_math_ops import Rint 

841from tensorflow.python.ops.gen_math_ops import Round 

842from tensorflow.python.ops.gen_math_ops import Rsqrt 

843from tensorflow.python.ops.gen_math_ops import RsqrtGrad 

844from tensorflow.python.ops.gen_math_ops import SegmentMax 

845from tensorflow.python.ops.gen_math_ops import SegmentMaxV2 

846from tensorflow.python.ops.gen_math_ops import SegmentMean 

847from tensorflow.python.ops.gen_math_ops import SegmentMin 

848from tensorflow.python.ops.gen_math_ops import SegmentMinV2 

849from tensorflow.python.ops.gen_math_ops import SegmentProd 

850from tensorflow.python.ops.gen_math_ops import SegmentProdV2 

851from tensorflow.python.ops.gen_math_ops import SegmentSum 

852from tensorflow.python.ops.gen_math_ops import SegmentSumV2 

853from tensorflow.python.ops.gen_math_ops import Select 

854from tensorflow.python.ops.gen_math_ops import SelectV2 

855from tensorflow.python.ops.gen_math_ops import Sigmoid 

856from tensorflow.python.ops.gen_math_ops import SigmoidGrad 

857from tensorflow.python.ops.gen_math_ops import Sign 

858from tensorflow.python.ops.gen_math_ops import Sin 

859from tensorflow.python.ops.gen_math_ops import Sinh 

860from tensorflow.python.ops.gen_math_ops import SobolSample 

861from tensorflow.python.ops.gen_math_ops import SparseBincount 

862from tensorflow.python.ops.gen_math_ops import SparseMatMul 

863from tensorflow.python.ops.gen_math_ops import SparseSegmentMean 

864from tensorflow.python.ops.gen_math_ops import SparseSegmentMeanGrad 

865from tensorflow.python.ops.gen_math_ops import SparseSegmentMeanWithNumSegments 

866from tensorflow.python.ops.gen_math_ops import SparseSegmentSqrtN 

867from tensorflow.python.ops.gen_math_ops import SparseSegmentSqrtNGrad 

868from tensorflow.python.ops.gen_math_ops import SparseSegmentSqrtNWithNumSegments 

869from tensorflow.python.ops.gen_math_ops import SparseSegmentSum 

870from tensorflow.python.ops.gen_math_ops import SparseSegmentSumGrad 

871from tensorflow.python.ops.gen_math_ops import SparseSegmentSumWithNumSegments 

872from tensorflow.python.ops.gen_math_ops import Sqrt 

873from tensorflow.python.ops.gen_math_ops import SqrtGrad 

874from tensorflow.python.ops.gen_math_ops import Square 

875from tensorflow.python.ops.gen_math_ops import SquaredDifference 

876from tensorflow.python.ops.gen_math_ops import Sub 

877from tensorflow.python.ops.gen_math_ops import Sum 

878from tensorflow.python.ops.gen_math_ops import Tan 

879from tensorflow.python.ops.gen_math_ops import Tanh 

880from tensorflow.python.ops.gen_math_ops import TanhGrad 

881from tensorflow.python.ops.gen_math_ops import TruncateDiv 

882from tensorflow.python.ops.gen_math_ops import TruncateMod 

883from tensorflow.python.ops.gen_math_ops import UnsortedSegmentMax 

884from tensorflow.python.ops.gen_math_ops import UnsortedSegmentMin 

885from tensorflow.python.ops.gen_math_ops import UnsortedSegmentProd 

886from tensorflow.python.ops.gen_math_ops import UnsortedSegmentSum 

887from tensorflow.python.ops.gen_math_ops import Xdivy 

888from tensorflow.python.ops.gen_math_ops import Xlog1py 

889from tensorflow.python.ops.gen_math_ops import Xlogy 

890from tensorflow.python.ops.gen_math_ops import Zeta 

891from tensorflow.python.ops.gen_nccl_ops import NcclAllReduce 

892from tensorflow.python.ops.gen_nccl_ops import NcclBroadcast 

893from tensorflow.python.ops.gen_nccl_ops import NcclReduce 

894from tensorflow.python.ops.gen_nn_ops import ApproxTopK 

895from tensorflow.python.ops.gen_nn_ops import AvgPool 

896from tensorflow.python.ops.gen_nn_ops import AvgPool3D 

897from tensorflow.python.ops.gen_nn_ops import AvgPool3DGrad 

898from tensorflow.python.ops.gen_nn_ops import AvgPoolGrad 

899from tensorflow.python.ops.gen_nn_ops import BatchNormWithGlobalNormalization 

900from tensorflow.python.ops.gen_nn_ops import BatchNormWithGlobalNormalizationGrad 

901from tensorflow.python.ops.gen_nn_ops import BiasAdd 

902from tensorflow.python.ops.gen_nn_ops import BiasAddGrad 

903from tensorflow.python.ops.gen_nn_ops import BiasAddV1 

904from tensorflow.python.ops.gen_nn_ops import Conv2D 

905from tensorflow.python.ops.gen_nn_ops import Conv2DBackpropFilter 

906from tensorflow.python.ops.gen_nn_ops import Conv2DBackpropFilterV2 

907from tensorflow.python.ops.gen_nn_ops import Conv2DBackpropInput 

908from tensorflow.python.ops.gen_nn_ops import Conv2DBackpropInputV2 

909from tensorflow.python.ops.gen_nn_ops import Conv3D 

910from tensorflow.python.ops.gen_nn_ops import Conv3DBackpropFilter 

911from tensorflow.python.ops.gen_nn_ops import Conv3DBackpropFilterV2 

912from tensorflow.python.ops.gen_nn_ops import Conv3DBackpropInput 

913from tensorflow.python.ops.gen_nn_ops import Conv3DBackpropInputV2 

914from tensorflow.python.ops.gen_nn_ops import DataFormatDimMap 

915from tensorflow.python.ops.gen_nn_ops import DataFormatVecPermute 

916from tensorflow.python.ops.gen_nn_ops import DepthwiseConv2dNative 

917from tensorflow.python.ops.gen_nn_ops import DepthwiseConv2dNativeBackpropFilter 

918from tensorflow.python.ops.gen_nn_ops import DepthwiseConv2dNativeBackpropInput 

919from tensorflow.python.ops.gen_nn_ops import Dilation2D 

920from tensorflow.python.ops.gen_nn_ops import Dilation2DBackpropFilter 

921from tensorflow.python.ops.gen_nn_ops import Dilation2DBackpropInput 

922from tensorflow.python.ops.gen_nn_ops import Elu 

923from tensorflow.python.ops.gen_nn_ops import EluGrad 

924from tensorflow.python.ops.gen_nn_ops import FractionalAvgPool 

925from tensorflow.python.ops.gen_nn_ops import FractionalAvgPoolGrad 

926from tensorflow.python.ops.gen_nn_ops import FractionalMaxPool 

927from tensorflow.python.ops.gen_nn_ops import FractionalMaxPoolGrad 

928from tensorflow.python.ops.gen_nn_ops import FusedBatchNorm 

929from tensorflow.python.ops.gen_nn_ops import FusedBatchNormGrad 

930from tensorflow.python.ops.gen_nn_ops import FusedBatchNormGradV2 

931from tensorflow.python.ops.gen_nn_ops import FusedBatchNormGradV3 

932from tensorflow.python.ops.gen_nn_ops import FusedBatchNormV2 

933from tensorflow.python.ops.gen_nn_ops import FusedBatchNormV3 

934from tensorflow.python.ops.gen_nn_ops import FusedPadConv2D 

935from tensorflow.python.ops.gen_nn_ops import FusedResizeAndPadConv2D 

936from tensorflow.python.ops.gen_nn_ops import InTopK 

937from tensorflow.python.ops.gen_nn_ops import InTopKV2 

938from tensorflow.python.ops.gen_nn_ops import IsotonicRegression 

939from tensorflow.python.ops.gen_nn_ops import L2Loss 

940from tensorflow.python.ops.gen_nn_ops import LRN 

941from tensorflow.python.ops.gen_nn_ops import LRNGrad 

942from tensorflow.python.ops.gen_nn_ops import LeakyRelu 

943from tensorflow.python.ops.gen_nn_ops import LeakyReluGrad 

944from tensorflow.python.ops.gen_nn_ops import LogSoftmax 

945from tensorflow.python.ops.gen_nn_ops import MaxPool 

946from tensorflow.python.ops.gen_nn_ops import MaxPool3D 

947from tensorflow.python.ops.gen_nn_ops import MaxPool3DGrad 

948from tensorflow.python.ops.gen_nn_ops import MaxPool3DGradGrad 

949from tensorflow.python.ops.gen_nn_ops import MaxPoolGrad 

950from tensorflow.python.ops.gen_nn_ops import MaxPoolGradGrad 

951from tensorflow.python.ops.gen_nn_ops import MaxPoolGradGradV2 

952from tensorflow.python.ops.gen_nn_ops import MaxPoolGradGradWithArgmax 

953from tensorflow.python.ops.gen_nn_ops import MaxPoolGradV2 

954from tensorflow.python.ops.gen_nn_ops import MaxPoolGradWithArgmax 

955from tensorflow.python.ops.gen_nn_ops import MaxPoolV2 

956from tensorflow.python.ops.gen_nn_ops import MaxPoolWithArgmax 

957from tensorflow.python.ops.gen_nn_ops import NthElement 

958from tensorflow.python.ops.gen_nn_ops import QuantizedAvgPool 

959from tensorflow.python.ops.gen_nn_ops import QuantizedBatchNormWithGlobalNormalization 

960from tensorflow.python.ops.gen_nn_ops import QuantizedBiasAdd 

961from tensorflow.python.ops.gen_nn_ops import QuantizedConv2D 

962from tensorflow.python.ops.gen_nn_ops import QuantizedConv2DAndRelu 

963from tensorflow.python.ops.gen_nn_ops import QuantizedConv2DAndReluAndRequantize 

964from tensorflow.python.ops.gen_nn_ops import QuantizedConv2DAndRequantize 

965from tensorflow.python.ops.gen_nn_ops import QuantizedConv2DPerChannel 

966from tensorflow.python.ops.gen_nn_ops import QuantizedConv2DWithBias 

967from tensorflow.python.ops.gen_nn_ops import QuantizedConv2DWithBiasAndRelu 

968from tensorflow.python.ops.gen_nn_ops import QuantizedConv2DWithBiasAndReluAndRequantize 

969from tensorflow.python.ops.gen_nn_ops import QuantizedConv2DWithBiasAndRequantize 

970from tensorflow.python.ops.gen_nn_ops import QuantizedConv2DWithBiasSignedSumAndReluAndRequantize 

971from tensorflow.python.ops.gen_nn_ops import QuantizedConv2DWithBiasSumAndRelu 

972from tensorflow.python.ops.gen_nn_ops import QuantizedConv2DWithBiasSumAndReluAndRequantize 

973from tensorflow.python.ops.gen_nn_ops import QuantizedDepthwiseConv2D 

974from tensorflow.python.ops.gen_nn_ops import QuantizedDepthwiseConv2DWithBias 

975from tensorflow.python.ops.gen_nn_ops import QuantizedDepthwiseConv2DWithBiasAndRelu 

976from tensorflow.python.ops.gen_nn_ops import QuantizedDepthwiseConv2DWithBiasAndReluAndRequantize 

977from tensorflow.python.ops.gen_nn_ops import QuantizedMatMulWithBias 

978from tensorflow.python.ops.gen_nn_ops import QuantizedMatMulWithBiasAndDequantize 

979from tensorflow.python.ops.gen_nn_ops import QuantizedMatMulWithBiasAndRelu 

980from tensorflow.python.ops.gen_nn_ops import QuantizedMatMulWithBiasAndReluAndRequantize 

981from tensorflow.python.ops.gen_nn_ops import QuantizedMatMulWithBiasAndRequantize 

982from tensorflow.python.ops.gen_nn_ops import QuantizedMaxPool 

983from tensorflow.python.ops.gen_nn_ops import QuantizedRelu 

984from tensorflow.python.ops.gen_nn_ops import QuantizedRelu6 

985from tensorflow.python.ops.gen_nn_ops import QuantizedReluX 

986from tensorflow.python.ops.gen_nn_ops import Relu 

987from tensorflow.python.ops.gen_nn_ops import Relu6 

988from tensorflow.python.ops.gen_nn_ops import Relu6Grad 

989from tensorflow.python.ops.gen_nn_ops import ReluGrad 

990from tensorflow.python.ops.gen_nn_ops import Selu 

991from tensorflow.python.ops.gen_nn_ops import SeluGrad 

992from tensorflow.python.ops.gen_nn_ops import Softmax 

993from tensorflow.python.ops.gen_nn_ops import SoftmaxCrossEntropyWithLogits 

994from tensorflow.python.ops.gen_nn_ops import Softplus 

995from tensorflow.python.ops.gen_nn_ops import SoftplusGrad 

996from tensorflow.python.ops.gen_nn_ops import Softsign 

997from tensorflow.python.ops.gen_nn_ops import SoftsignGrad 

998from tensorflow.python.ops.gen_nn_ops import SparseSoftmaxCrossEntropyWithLogits 

999from tensorflow.python.ops.gen_nn_ops import TopK 

1000from tensorflow.python.ops.gen_nn_ops import TopKV2 

1001from tensorflow.python.ops.gen_optional_ops import OptionalFromValue 

1002from tensorflow.python.ops.gen_optional_ops import OptionalGetValue 

1003from tensorflow.python.ops.gen_optional_ops import OptionalHasValue 

1004from tensorflow.python.ops.gen_optional_ops import OptionalNone 

1005from tensorflow.python.ops.gen_parsing_ops import DecodeCSV 

1006from tensorflow.python.ops.gen_parsing_ops import DecodeCompressed 

1007from tensorflow.python.ops.gen_parsing_ops import DecodeJSONExample 

1008from tensorflow.python.ops.gen_parsing_ops import DecodePaddedRaw 

1009from tensorflow.python.ops.gen_parsing_ops import DecodeRaw 

1010from tensorflow.python.ops.gen_parsing_ops import ParseExample 

1011from tensorflow.python.ops.gen_parsing_ops import ParseExampleV2 

1012from tensorflow.python.ops.gen_parsing_ops import ParseSequenceExample 

1013from tensorflow.python.ops.gen_parsing_ops import ParseSequenceExampleV2 

1014from tensorflow.python.ops.gen_parsing_ops import ParseSingleExample 

1015from tensorflow.python.ops.gen_parsing_ops import ParseSingleSequenceExample 

1016from tensorflow.python.ops.gen_parsing_ops import ParseTensor 

1017from tensorflow.python.ops.gen_parsing_ops import SerializeTensor 

1018from tensorflow.python.ops.gen_parsing_ops import StringToNumber 

1019from tensorflow.python.ops.gen_ragged_array_ops import RaggedCross 

1020from tensorflow.python.ops.gen_ragged_array_ops import RaggedFillEmptyRows 

1021from tensorflow.python.ops.gen_ragged_array_ops import RaggedFillEmptyRowsGrad 

1022from tensorflow.python.ops.gen_ragged_array_ops import RaggedGather 

1023from tensorflow.python.ops.gen_ragged_conversion_ops import RaggedTensorFromVariant 

1024from tensorflow.python.ops.gen_ragged_conversion_ops import RaggedTensorToSparse 

1025from tensorflow.python.ops.gen_ragged_conversion_ops import RaggedTensorToTensor 

1026from tensorflow.python.ops.gen_ragged_conversion_ops import RaggedTensorToVariant 

1027from tensorflow.python.ops.gen_ragged_conversion_ops import RaggedTensorToVariantGradient 

1028from tensorflow.python.ops.gen_ragged_math_ops import RaggedRange 

1029from tensorflow.python.ops.gen_random_index_shuffle_ops import RandomIndexShuffle 

1030from tensorflow.python.ops.gen_random_ops import Multinomial 

1031from tensorflow.python.ops.gen_random_ops import ParameterizedTruncatedNormal 

1032from tensorflow.python.ops.gen_random_ops import RandomGamma 

1033from tensorflow.python.ops.gen_random_ops import RandomGammaGrad 

1034from tensorflow.python.ops.gen_random_ops import RandomPoisson 

1035from tensorflow.python.ops.gen_random_ops import RandomPoissonV2 

1036from tensorflow.python.ops.gen_random_ops import RandomShuffle 

1037from tensorflow.python.ops.gen_random_ops import RandomStandardNormal 

1038from tensorflow.python.ops.gen_random_ops import RandomUniform 

1039from tensorflow.python.ops.gen_random_ops import RandomUniformInt 

1040from tensorflow.python.ops.gen_random_ops import TruncatedNormal 

1041from tensorflow.python.ops.gen_resource_variable_ops import AssignAddVariableOp 

1042from tensorflow.python.ops.gen_resource_variable_ops import AssignSubVariableOp 

1043from tensorflow.python.ops.gen_resource_variable_ops import AssignVariableOp 

1044from tensorflow.python.ops.gen_resource_variable_ops import ConsumeMutexLock 

1045from tensorflow.python.ops.gen_resource_variable_ops import DestroyResourceOp 

1046from tensorflow.python.ops.gen_resource_variable_ops import DisableCopyOnRead 

1047from tensorflow.python.ops.gen_resource_variable_ops import MutexLock 

1048from tensorflow.python.ops.gen_resource_variable_ops import MutexV2 

1049from tensorflow.python.ops.gen_resource_variable_ops import ReadVariableOp 

1050from tensorflow.python.ops.gen_resource_variable_ops import ResourceGather 

1051from tensorflow.python.ops.gen_resource_variable_ops import ResourceGatherNd 

1052from tensorflow.python.ops.gen_resource_variable_ops import ResourceScatterAdd 

1053from tensorflow.python.ops.gen_resource_variable_ops import ResourceScatterDiv 

1054from tensorflow.python.ops.gen_resource_variable_ops import ResourceScatterMax 

1055from tensorflow.python.ops.gen_resource_variable_ops import ResourceScatterMin 

1056from tensorflow.python.ops.gen_resource_variable_ops import ResourceScatterMul 

1057from tensorflow.python.ops.gen_resource_variable_ops import ResourceScatterSub 

1058from tensorflow.python.ops.gen_resource_variable_ops import ResourceScatterUpdate 

1059from tensorflow.python.ops.gen_resource_variable_ops import VarHandleOp 

1060from tensorflow.python.ops.gen_resource_variable_ops import VarIsInitializedOp 

1061from tensorflow.python.ops.gen_resource_variable_ops import VariableShape 

1062from tensorflow.python.ops.gen_rnn_ops import BlockLSTM 

1063from tensorflow.python.ops.gen_rnn_ops import BlockLSTMGrad 

1064from tensorflow.python.ops.gen_rnn_ops import BlockLSTMGradV2 

1065from tensorflow.python.ops.gen_rnn_ops import BlockLSTMV2 

1066from tensorflow.python.ops.gen_rnn_ops import GRUBlockCell 

1067from tensorflow.python.ops.gen_rnn_ops import GRUBlockCellGrad 

1068from tensorflow.python.ops.gen_rnn_ops import LSTMBlockCell 

1069from tensorflow.python.ops.gen_rnn_ops import LSTMBlockCellGrad 

1070from tensorflow.python.ops.gen_script_ops import EagerPyFunc 

1071from tensorflow.python.ops.gen_script_ops import PyFunc 

1072from tensorflow.python.ops.gen_script_ops import PyFuncStateless 

1073from tensorflow.python.ops.gen_sdca_ops import SdcaFprint 

1074from tensorflow.python.ops.gen_sdca_ops import SdcaOptimizer 

1075from tensorflow.python.ops.gen_sdca_ops import SdcaOptimizerV2 

1076from tensorflow.python.ops.gen_sdca_ops import SdcaShrinkL1 

1077from tensorflow.python.ops.gen_sendrecv_ops import Recv 

1078from tensorflow.python.ops.gen_sendrecv_ops import Send 

1079from tensorflow.python.ops.gen_set_ops import DenseToDenseSetOperation 

1080from tensorflow.python.ops.gen_set_ops import DenseToSparseSetOperation 

1081from tensorflow.python.ops.gen_set_ops import SetSize 

1082from tensorflow.python.ops.gen_set_ops import SparseToSparseSetOperation 

1083from tensorflow.python.ops.gen_sparse_ops import AddManySparseToTensorsMap 

1084from tensorflow.python.ops.gen_sparse_ops import AddSparseToTensorsMap 

1085from tensorflow.python.ops.gen_sparse_ops import DeserializeManySparse 

1086from tensorflow.python.ops.gen_sparse_ops import DeserializeSparse 

1087from tensorflow.python.ops.gen_sparse_ops import SerializeManySparse 

1088from tensorflow.python.ops.gen_sparse_ops import SerializeSparse 

1089from tensorflow.python.ops.gen_sparse_ops import SparseAdd 

1090from tensorflow.python.ops.gen_sparse_ops import SparseAddGrad 

1091from tensorflow.python.ops.gen_sparse_ops import SparseConcat 

1092from tensorflow.python.ops.gen_sparse_ops import SparseCross 

1093from tensorflow.python.ops.gen_sparse_ops import SparseCrossHashed 

1094from tensorflow.python.ops.gen_sparse_ops import SparseCrossV2 

1095from tensorflow.python.ops.gen_sparse_ops import SparseDenseCwiseAdd 

1096from tensorflow.python.ops.gen_sparse_ops import SparseDenseCwiseDiv 

1097from tensorflow.python.ops.gen_sparse_ops import SparseDenseCwiseMul 

1098from tensorflow.python.ops.gen_sparse_ops import SparseFillEmptyRows 

1099from tensorflow.python.ops.gen_sparse_ops import SparseFillEmptyRowsGrad 

1100from tensorflow.python.ops.gen_sparse_ops import SparseReduceMax 

1101from tensorflow.python.ops.gen_sparse_ops import SparseReduceMaxSparse 

1102from tensorflow.python.ops.gen_sparse_ops import SparseReduceSum 

1103from tensorflow.python.ops.gen_sparse_ops import SparseReduceSumSparse 

1104from tensorflow.python.ops.gen_sparse_ops import SparseReorder 

1105from tensorflow.python.ops.gen_sparse_ops import SparseReshape 

1106from tensorflow.python.ops.gen_sparse_ops import SparseSlice 

1107from tensorflow.python.ops.gen_sparse_ops import SparseSliceGrad 

1108from tensorflow.python.ops.gen_sparse_ops import SparseSoftmax 

1109from tensorflow.python.ops.gen_sparse_ops import SparseSparseMaximum 

1110from tensorflow.python.ops.gen_sparse_ops import SparseSparseMinimum 

1111from tensorflow.python.ops.gen_sparse_ops import SparseSplit 

1112from tensorflow.python.ops.gen_sparse_ops import SparseTensorDenseAdd 

1113from tensorflow.python.ops.gen_sparse_ops import SparseTensorDenseMatMul 

1114from tensorflow.python.ops.gen_sparse_ops import SparseToDense 

1115from tensorflow.python.ops.gen_sparse_ops import TakeManySparseFromTensorsMap 

1116from tensorflow.python.ops.gen_special_math_ops import BesselI0 

1117from tensorflow.python.ops.gen_special_math_ops import BesselI0e 

1118from tensorflow.python.ops.gen_special_math_ops import BesselI1 

1119from tensorflow.python.ops.gen_special_math_ops import BesselI1e 

1120from tensorflow.python.ops.gen_special_math_ops import BesselJ0 

1121from tensorflow.python.ops.gen_special_math_ops import BesselJ1 

1122from tensorflow.python.ops.gen_special_math_ops import BesselK0 

1123from tensorflow.python.ops.gen_special_math_ops import BesselK0e 

1124from tensorflow.python.ops.gen_special_math_ops import BesselK1 

1125from tensorflow.python.ops.gen_special_math_ops import BesselK1e 

1126from tensorflow.python.ops.gen_special_math_ops import BesselY0 

1127from tensorflow.python.ops.gen_special_math_ops import BesselY1 

1128from tensorflow.python.ops.gen_special_math_ops import Dawsn 

1129from tensorflow.python.ops.gen_special_math_ops import Expint 

1130from tensorflow.python.ops.gen_special_math_ops import FresnelCos 

1131from tensorflow.python.ops.gen_special_math_ops import FresnelSin 

1132from tensorflow.python.ops.gen_special_math_ops import Spence 

1133from tensorflow.python.ops.gen_spectral_ops import BatchFFT 

1134from tensorflow.python.ops.gen_spectral_ops import BatchFFT2D 

1135from tensorflow.python.ops.gen_spectral_ops import BatchFFT3D 

1136from tensorflow.python.ops.gen_spectral_ops import BatchIFFT 

1137from tensorflow.python.ops.gen_spectral_ops import BatchIFFT2D 

1138from tensorflow.python.ops.gen_spectral_ops import BatchIFFT3D 

1139from tensorflow.python.ops.gen_spectral_ops import FFT 

1140from tensorflow.python.ops.gen_spectral_ops import FFT2D 

1141from tensorflow.python.ops.gen_spectral_ops import FFT3D 

1142from tensorflow.python.ops.gen_spectral_ops import IFFT 

1143from tensorflow.python.ops.gen_spectral_ops import IFFT2D 

1144from tensorflow.python.ops.gen_spectral_ops import IFFT3D 

1145from tensorflow.python.ops.gen_spectral_ops import IRFFT 

1146from tensorflow.python.ops.gen_spectral_ops import IRFFT2D 

1147from tensorflow.python.ops.gen_spectral_ops import IRFFT3D 

1148from tensorflow.python.ops.gen_spectral_ops import RFFT 

1149from tensorflow.python.ops.gen_spectral_ops import RFFT2D 

1150from tensorflow.python.ops.gen_spectral_ops import RFFT3D 

1151from tensorflow.python.ops.gen_state_ops import Assign 

1152from tensorflow.python.ops.gen_state_ops import AssignAdd 

1153from tensorflow.python.ops.gen_state_ops import AssignSub 

1154from tensorflow.python.ops.gen_state_ops import CountUpTo 

1155from tensorflow.python.ops.gen_state_ops import DestroyTemporaryVariable 

1156from tensorflow.python.ops.gen_state_ops import IsVariableInitialized 

1157from tensorflow.python.ops.gen_state_ops import ResourceCountUpTo 

1158from tensorflow.python.ops.gen_state_ops import ResourceScatterNdAdd 

1159from tensorflow.python.ops.gen_state_ops import ResourceScatterNdMax 

1160from tensorflow.python.ops.gen_state_ops import ResourceScatterNdMin 

1161from tensorflow.python.ops.gen_state_ops import ResourceScatterNdSub 

1162from tensorflow.python.ops.gen_state_ops import ResourceScatterNdUpdate 

1163from tensorflow.python.ops.gen_state_ops import ScatterAdd 

1164from tensorflow.python.ops.gen_state_ops import ScatterDiv 

1165from tensorflow.python.ops.gen_state_ops import ScatterMax 

1166from tensorflow.python.ops.gen_state_ops import ScatterMin 

1167from tensorflow.python.ops.gen_state_ops import ScatterMul 

1168from tensorflow.python.ops.gen_state_ops import ScatterNdAdd 

1169from tensorflow.python.ops.gen_state_ops import ScatterNdMax 

1170from tensorflow.python.ops.gen_state_ops import ScatterNdMin 

1171from tensorflow.python.ops.gen_state_ops import ScatterNdSub 

1172from tensorflow.python.ops.gen_state_ops import ScatterNdUpdate 

1173from tensorflow.python.ops.gen_state_ops import ScatterSub 

1174from tensorflow.python.ops.gen_state_ops import ScatterUpdate 

1175from tensorflow.python.ops.gen_state_ops import TemporaryVariable 

1176from tensorflow.python.ops.gen_state_ops import Variable 

1177from tensorflow.python.ops.gen_state_ops import VariableV2 

1178from tensorflow.python.ops.gen_stateful_random_ops import NonDeterministicInts 

1179from tensorflow.python.ops.gen_stateful_random_ops import RngReadAndSkip 

1180from tensorflow.python.ops.gen_stateful_random_ops import RngSkip 

1181from tensorflow.python.ops.gen_stateful_random_ops import StatefulRandomBinomial 

1182from tensorflow.python.ops.gen_stateful_random_ops import StatefulStandardNormal 

1183from tensorflow.python.ops.gen_stateful_random_ops import StatefulStandardNormalV2 

1184from tensorflow.python.ops.gen_stateful_random_ops import StatefulTruncatedNormal 

1185from tensorflow.python.ops.gen_stateful_random_ops import StatefulUniform 

1186from tensorflow.python.ops.gen_stateful_random_ops import StatefulUniformFullInt 

1187from tensorflow.python.ops.gen_stateful_random_ops import StatefulUniformInt 

1188from tensorflow.python.ops.gen_stateless_random_ops import StatelessMultinomial 

1189from tensorflow.python.ops.gen_stateless_random_ops import StatelessParameterizedTruncatedNormal 

1190from tensorflow.python.ops.gen_stateless_random_ops import StatelessRandomBinomial 

1191from tensorflow.python.ops.gen_stateless_random_ops import StatelessRandomGammaV2 

1192from tensorflow.python.ops.gen_stateless_random_ops import StatelessRandomNormal 

1193from tensorflow.python.ops.gen_stateless_random_ops import StatelessRandomPoisson 

1194from tensorflow.python.ops.gen_stateless_random_ops import StatelessRandomUniform 

1195from tensorflow.python.ops.gen_stateless_random_ops import StatelessRandomUniformFullInt 

1196from tensorflow.python.ops.gen_stateless_random_ops import StatelessRandomUniformInt 

1197from tensorflow.python.ops.gen_stateless_random_ops import StatelessTruncatedNormal 

1198from tensorflow.python.ops.gen_stateless_random_ops_v2 import StatelessRandomGammaV3 

1199from tensorflow.python.ops.gen_stateless_random_ops_v2 import StatelessRandomGetAlg 

1200from tensorflow.python.ops.gen_stateless_random_ops_v2 import StatelessRandomGetKeyCounter 

1201from tensorflow.python.ops.gen_stateless_random_ops_v2 import StatelessRandomGetKeyCounterAlg 

1202from tensorflow.python.ops.gen_stateless_random_ops_v2 import StatelessRandomNormalV2 

1203from tensorflow.python.ops.gen_stateless_random_ops_v2 import StatelessRandomUniformFullIntV2 

1204from tensorflow.python.ops.gen_stateless_random_ops_v2 import StatelessRandomUniformIntV2 

1205from tensorflow.python.ops.gen_stateless_random_ops_v2 import StatelessRandomUniformV2 

1206from tensorflow.python.ops.gen_stateless_random_ops_v2 import StatelessShuffle 

1207from tensorflow.python.ops.gen_stateless_random_ops_v2 import StatelessTruncatedNormalV2 

1208from tensorflow.python.ops.gen_string_ops import AsString 

1209from tensorflow.python.ops.gen_string_ops import DecodeBase64 

1210from tensorflow.python.ops.gen_string_ops import EncodeBase64 

1211from tensorflow.python.ops.gen_string_ops import ReduceJoin 

1212from tensorflow.python.ops.gen_string_ops import RegexFullMatch 

1213from tensorflow.python.ops.gen_string_ops import RegexReplace 

1214from tensorflow.python.ops.gen_string_ops import StaticRegexFullMatch 

1215from tensorflow.python.ops.gen_string_ops import StaticRegexReplace 

1216from tensorflow.python.ops.gen_string_ops import StringFormat 

1217from tensorflow.python.ops.gen_string_ops import StringJoin 

1218from tensorflow.python.ops.gen_string_ops import StringLength 

1219from tensorflow.python.ops.gen_string_ops import StringLower 

1220from tensorflow.python.ops.gen_string_ops import StringNGrams 

1221from tensorflow.python.ops.gen_string_ops import StringSplit 

1222from tensorflow.python.ops.gen_string_ops import StringSplitV2 

1223from tensorflow.python.ops.gen_string_ops import StringStrip 

1224from tensorflow.python.ops.gen_string_ops import StringToHashBucket 

1225from tensorflow.python.ops.gen_string_ops import StringToHashBucketFast 

1226from tensorflow.python.ops.gen_string_ops import StringToHashBucketStrong 

1227from tensorflow.python.ops.gen_string_ops import StringUpper 

1228from tensorflow.python.ops.gen_string_ops import Substr 

1229from tensorflow.python.ops.gen_string_ops import UnicodeDecode 

1230from tensorflow.python.ops.gen_string_ops import UnicodeDecodeWithOffsets 

1231from tensorflow.python.ops.gen_string_ops import UnicodeEncode 

1232from tensorflow.python.ops.gen_string_ops import UnicodeScript 

1233from tensorflow.python.ops.gen_string_ops import UnicodeTranscode 

1234from tensorflow.python.ops.gen_string_ops import UnsortedSegmentJoin 

1235from tensorflow.python.ops.gen_summary_ops import CloseSummaryWriter 

1236from tensorflow.python.ops.gen_summary_ops import CreateSummaryDbWriter 

1237from tensorflow.python.ops.gen_summary_ops import CreateSummaryFileWriter 

1238from tensorflow.python.ops.gen_summary_ops import FlushSummaryWriter 

1239from tensorflow.python.ops.gen_summary_ops import ImportEvent 

1240from tensorflow.python.ops.gen_summary_ops import SummaryWriter 

1241from tensorflow.python.ops.gen_summary_ops import WriteAudioSummary 

1242from tensorflow.python.ops.gen_summary_ops import WriteGraphSummary 

1243from tensorflow.python.ops.gen_summary_ops import WriteHistogramSummary 

1244from tensorflow.python.ops.gen_summary_ops import WriteImageSummary 

1245from tensorflow.python.ops.gen_summary_ops import WriteRawProtoSummary 

1246from tensorflow.python.ops.gen_summary_ops import WriteScalarSummary 

1247from tensorflow.python.ops.gen_summary_ops import WriteSummary 

1248from tensorflow.python.ops.gen_sync_ops import SyncDevice 

1249from tensorflow.python.ops.gen_tpu_ops import AllToAll 

1250from tensorflow.python.ops.gen_tpu_ops import AssignVariableXlaConcatND 

1251from tensorflow.python.ops.gen_tpu_ops import CollectivePermute 

1252from tensorflow.python.ops.gen_tpu_ops import ConfigureDistributedTPU 

1253from tensorflow.python.ops.gen_tpu_ops import ConfigureTPUEmbedding 

1254from tensorflow.python.ops.gen_tpu_ops import CrossReplicaSum 

1255from tensorflow.python.ops.gen_tpu_ops import DynamicEnqueueTPUEmbeddingArbitraryTensorBatch 

1256from tensorflow.python.ops.gen_tpu_ops import EnqueueTPUEmbeddingArbitraryTensorBatch 

1257from tensorflow.python.ops.gen_tpu_ops import EnqueueTPUEmbeddingIntegerBatch 

1258from tensorflow.python.ops.gen_tpu_ops import EnqueueTPUEmbeddingRaggedTensorBatch 

1259from tensorflow.python.ops.gen_tpu_ops import EnqueueTPUEmbeddingSparseBatch 

1260from tensorflow.python.ops.gen_tpu_ops import EnqueueTPUEmbeddingSparseTensorBatch 

1261from tensorflow.python.ops.gen_tpu_ops import InfeedDequeue 

1262from tensorflow.python.ops.gen_tpu_ops import InfeedDequeueTuple 

1263from tensorflow.python.ops.gen_tpu_ops import InfeedEnqueue 

1264from tensorflow.python.ops.gen_tpu_ops import InfeedEnqueuePrelinearizedBuffer 

1265from tensorflow.python.ops.gen_tpu_ops import InfeedEnqueueTuple 

1266from tensorflow.python.ops.gen_tpu_ops import IsTPUEmbeddingInitialized 

1267from tensorflow.python.ops.gen_tpu_ops import LoadTPUEmbeddingADAMParameters 

1268from tensorflow.python.ops.gen_tpu_ops import LoadTPUEmbeddingAdadeltaParameters 

1269from tensorflow.python.ops.gen_tpu_ops import LoadTPUEmbeddingAdagradMomentumParameters 

1270from tensorflow.python.ops.gen_tpu_ops import LoadTPUEmbeddingAdagradParameters 

1271from tensorflow.python.ops.gen_tpu_ops import LoadTPUEmbeddingCenteredRMSPropParameters 

1272from tensorflow.python.ops.gen_tpu_ops import LoadTPUEmbeddingFTRLParameters 

1273from tensorflow.python.ops.gen_tpu_ops import LoadTPUEmbeddingFrequencyEstimatorParameters 

1274from tensorflow.python.ops.gen_tpu_ops import LoadTPUEmbeddingMDLAdagradLightParameters 

1275from tensorflow.python.ops.gen_tpu_ops import LoadTPUEmbeddingMomentumParameters 

1276from tensorflow.python.ops.gen_tpu_ops import LoadTPUEmbeddingProximalAdagradParameters 

1277from tensorflow.python.ops.gen_tpu_ops import LoadTPUEmbeddingProximalYogiParameters 

1278from tensorflow.python.ops.gen_tpu_ops import LoadTPUEmbeddingRMSPropParameters 

1279from tensorflow.python.ops.gen_tpu_ops import LoadTPUEmbeddingStochasticGradientDescentParameters 

1280from tensorflow.python.ops.gen_tpu_ops import OutfeedDequeue 

1281from tensorflow.python.ops.gen_tpu_ops import OutfeedDequeueTuple 

1282from tensorflow.python.ops.gen_tpu_ops import OutfeedDequeueTupleV2 

1283from tensorflow.python.ops.gen_tpu_ops import OutfeedDequeueV2 

1284from tensorflow.python.ops.gen_tpu_ops import OutfeedEnqueue 

1285from tensorflow.python.ops.gen_tpu_ops import OutfeedEnqueueTuple 

1286from tensorflow.python.ops.gen_tpu_ops import Prelinearize 

1287from tensorflow.python.ops.gen_tpu_ops import PrelinearizeTuple 

1288from tensorflow.python.ops.gen_tpu_ops import ReadVariableXlaSplitND 

1289from tensorflow.python.ops.gen_tpu_ops import RecvTPUEmbeddingActivations 

1290from tensorflow.python.ops.gen_tpu_ops import RetrieveTPUEmbeddingADAMParameters 

1291from tensorflow.python.ops.gen_tpu_ops import RetrieveTPUEmbeddingAdadeltaParameters 

1292from tensorflow.python.ops.gen_tpu_ops import RetrieveTPUEmbeddingAdagradMomentumParameters 

1293from tensorflow.python.ops.gen_tpu_ops import RetrieveTPUEmbeddingAdagradParameters 

1294from tensorflow.python.ops.gen_tpu_ops import RetrieveTPUEmbeddingCenteredRMSPropParameters 

1295from tensorflow.python.ops.gen_tpu_ops import RetrieveTPUEmbeddingFTRLParameters 

1296from tensorflow.python.ops.gen_tpu_ops import RetrieveTPUEmbeddingFrequencyEstimatorParameters 

1297from tensorflow.python.ops.gen_tpu_ops import RetrieveTPUEmbeddingMDLAdagradLightParameters 

1298from tensorflow.python.ops.gen_tpu_ops import RetrieveTPUEmbeddingMomentumParameters 

1299from tensorflow.python.ops.gen_tpu_ops import RetrieveTPUEmbeddingProximalAdagradParameters 

1300from tensorflow.python.ops.gen_tpu_ops import RetrieveTPUEmbeddingProximalYogiParameters 

1301from tensorflow.python.ops.gen_tpu_ops import RetrieveTPUEmbeddingRMSPropParameters 

1302from tensorflow.python.ops.gen_tpu_ops import RetrieveTPUEmbeddingStochasticGradientDescentParameters 

1303from tensorflow.python.ops.gen_tpu_ops import SendTPUEmbeddingGradients 

1304from tensorflow.python.ops.gen_tpu_ops import ShutdownDistributedTPU 

1305from tensorflow.python.ops.gen_tpu_ops import TPUCompilationResult 

1306from tensorflow.python.ops.gen_tpu_ops import TPUEmbeddingActivations 

1307from tensorflow.python.ops.gen_tpu_ops import TPUOrdinalSelector 

1308from tensorflow.python.ops.gen_tpu_ops import TPUPartitionedCall 

1309from tensorflow.python.ops.gen_tpu_ops import TPUReplicateMetadata 

1310from tensorflow.python.ops.gen_tpu_ops import TPUReplicatedInput 

1311from tensorflow.python.ops.gen_tpu_ops import TPUReplicatedOutput 

1312from tensorflow.python.ops.gen_tpu_ops import WorkerHeartbeat 

1313from tensorflow.python.ops.gen_tpu_ops import XlaConcatND 

1314from tensorflow.python.ops.gen_tpu_ops import XlaSplitND 

1315from tensorflow.python.ops.gen_tpu_partition_ops import TPUPartitionedInput 

1316from tensorflow.python.ops.gen_tpu_partition_ops import TPUPartitionedInputV2 

1317from tensorflow.python.ops.gen_tpu_partition_ops import TPUPartitionedOutput 

1318from tensorflow.python.ops.gen_tpu_partition_ops import TPUPartitionedOutputV2 

1319from tensorflow.python.ops.gen_training_ops import ApplyAdaMax 

1320from tensorflow.python.ops.gen_training_ops import ApplyAdadelta 

1321from tensorflow.python.ops.gen_training_ops import ApplyAdagrad 

1322from tensorflow.python.ops.gen_training_ops import ApplyAdagradDA 

1323from tensorflow.python.ops.gen_training_ops import ApplyAdagradV2 

1324from tensorflow.python.ops.gen_training_ops import ApplyAdam 

1325from tensorflow.python.ops.gen_training_ops import ApplyAddSign 

1326from tensorflow.python.ops.gen_training_ops import ApplyCenteredRMSProp 

1327from tensorflow.python.ops.gen_training_ops import ApplyFtrl 

1328from tensorflow.python.ops.gen_training_ops import ApplyFtrlV2 

1329from tensorflow.python.ops.gen_training_ops import ApplyGradientDescent 

1330from tensorflow.python.ops.gen_training_ops import ApplyMomentum 

1331from tensorflow.python.ops.gen_training_ops import ApplyPowerSign 

1332from tensorflow.python.ops.gen_training_ops import ApplyProximalAdagrad 

1333from tensorflow.python.ops.gen_training_ops import ApplyProximalGradientDescent 

1334from tensorflow.python.ops.gen_training_ops import ApplyRMSProp 

1335from tensorflow.python.ops.gen_training_ops import ResourceApplyAdaMax 

1336from tensorflow.python.ops.gen_training_ops import ResourceApplyAdadelta 

1337from tensorflow.python.ops.gen_training_ops import ResourceApplyAdagrad 

1338from tensorflow.python.ops.gen_training_ops import ResourceApplyAdagradDA 

1339from tensorflow.python.ops.gen_training_ops import ResourceApplyAdagradV2 

1340from tensorflow.python.ops.gen_training_ops import ResourceApplyAdam 

1341from tensorflow.python.ops.gen_training_ops import ResourceApplyAdamWithAmsgrad 

1342from tensorflow.python.ops.gen_training_ops import ResourceApplyAddSign 

1343from tensorflow.python.ops.gen_training_ops import ResourceApplyCenteredRMSProp 

1344from tensorflow.python.ops.gen_training_ops import ResourceApplyFtrl 

1345from tensorflow.python.ops.gen_training_ops import ResourceApplyFtrlV2 

1346from tensorflow.python.ops.gen_training_ops import ResourceApplyGradientDescent 

1347from tensorflow.python.ops.gen_training_ops import ResourceApplyKerasMomentum 

1348from tensorflow.python.ops.gen_training_ops import ResourceApplyMomentum 

1349from tensorflow.python.ops.gen_training_ops import ResourceApplyPowerSign 

1350from tensorflow.python.ops.gen_training_ops import ResourceApplyProximalAdagrad 

1351from tensorflow.python.ops.gen_training_ops import ResourceApplyProximalGradientDescent 

1352from tensorflow.python.ops.gen_training_ops import ResourceApplyRMSProp 

1353from tensorflow.python.ops.gen_training_ops import ResourceSparseApplyAdadelta 

1354from tensorflow.python.ops.gen_training_ops import ResourceSparseApplyAdagrad 

1355from tensorflow.python.ops.gen_training_ops import ResourceSparseApplyAdagradDA 

1356from tensorflow.python.ops.gen_training_ops import ResourceSparseApplyAdagradV2 

1357from tensorflow.python.ops.gen_training_ops import ResourceSparseApplyCenteredRMSProp 

1358from tensorflow.python.ops.gen_training_ops import ResourceSparseApplyFtrl 

1359from tensorflow.python.ops.gen_training_ops import ResourceSparseApplyFtrlV2 

1360from tensorflow.python.ops.gen_training_ops import ResourceSparseApplyKerasMomentum 

1361from tensorflow.python.ops.gen_training_ops import ResourceSparseApplyMomentum 

1362from tensorflow.python.ops.gen_training_ops import ResourceSparseApplyProximalAdagrad 

1363from tensorflow.python.ops.gen_training_ops import ResourceSparseApplyProximalGradientDescent 

1364from tensorflow.python.ops.gen_training_ops import ResourceSparseApplyRMSProp 

1365from tensorflow.python.ops.gen_training_ops import SparseApplyAdadelta 

1366from tensorflow.python.ops.gen_training_ops import SparseApplyAdagrad 

1367from tensorflow.python.ops.gen_training_ops import SparseApplyAdagradDA 

1368from tensorflow.python.ops.gen_training_ops import SparseApplyAdagradV2 

1369from tensorflow.python.ops.gen_training_ops import SparseApplyCenteredRMSProp 

1370from tensorflow.python.ops.gen_training_ops import SparseApplyFtrl 

1371from tensorflow.python.ops.gen_training_ops import SparseApplyFtrlV2 

1372from tensorflow.python.ops.gen_training_ops import SparseApplyMomentum 

1373from tensorflow.python.ops.gen_training_ops import SparseApplyProximalAdagrad 

1374from tensorflow.python.ops.gen_training_ops import SparseApplyProximalGradientDescent 

1375from tensorflow.python.ops.gen_training_ops import SparseApplyRMSProp 

1376from tensorflow.python.ops.gen_uniform_quant_ops import UniformDequantize 

1377from tensorflow.python.ops.gen_uniform_quant_ops import UniformQuantize 

1378from tensorflow.python.ops.gen_uniform_quant_ops import UniformQuantizedAdd 

1379from tensorflow.python.ops.gen_uniform_quant_ops import UniformQuantizedClipByValue 

1380from tensorflow.python.ops.gen_uniform_quant_ops import UniformQuantizedConvolution 

1381from tensorflow.python.ops.gen_uniform_quant_ops import UniformQuantizedConvolutionHybrid 

1382from tensorflow.python.ops.gen_uniform_quant_ops import UniformQuantizedDot 

1383from tensorflow.python.ops.gen_uniform_quant_ops import UniformQuantizedDotHybrid 

1384from tensorflow.python.ops.gen_uniform_quant_ops import UniformRequantize 

1385from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import CSRSparseMatrixComponents 

1386from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import CSRSparseMatrixToDense 

1387from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import CSRSparseMatrixToSparseTensor 

1388from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import DenseToCSRSparseMatrix 

1389from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import SparseMatrixAdd 

1390from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import SparseMatrixMatMul 

1391from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import SparseMatrixMul 

1392from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import SparseMatrixNNZ 

1393from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import SparseMatrixOrderingAMD 

1394from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import SparseMatrixSoftmax 

1395from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import SparseMatrixSoftmaxGrad 

1396from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import SparseMatrixSparseCholesky 

1397from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import SparseMatrixSparseMatMul 

1398from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import SparseMatrixTranspose 

1399from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import SparseMatrixZeros 

1400from tensorflow.python.ops.linalg.sparse.gen_sparse_csr_matrix_ops import SparseTensorToCSRSparseMatrix 

1401from tensorflow.python.user_ops.ops.gen_user_ops import Fact