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4.55s

Using TensorFlow backend.
Level 1:tensorflow:Registering FakeQuantWithMinMaxArgs (<function _FakeQuantWithMinMaxArgsGradient at 0x7f2655cc7578>) in gradient.
Level 1:tensorflow:Registering FakeQuantWithMinMaxVars (<function _FakeQuantWithMinMaxVarsGradient at 0x7f2655b9d938>) in gradient.
Level 1:tensorflow:Registering FakeQuantWithMinMaxVarsPerChannel (<function _FakeQuantWithMinMaxVarsPerChannelGradient at 0x7f2655b9d9b0>) in gradient.
Level 1:tensorflow:Registering MatMul,flops (<function _calc_mat_mul_flops at 0x7f2655a4ea28>) in statistical functions.
Level 1:tensorflow:Registering cond_context ((<class 'tensorflow.core.protobuf.control_flow_pb2.CondContextDef'>, <unbound method CondContext.to_proto>, <function from_proto at 0x7f26559617d0>)) in proto functions.
Level 1:tensorflow:Registering while_context ((<class 'tensorflow.core.protobuf.control_flow_pb2.WhileContextDef'>, <unbound method WhileContext.to_proto>, <function from_proto at 0x7f2655965140>)) in proto functions.
Level 1:tensorflow:Registering ReadVariableOp (<function _ReadGrad at 0x7f26559839b0>) in gradient.
Level 1:tensorflow:Registering ResourceGather (<function _GatherGrad at 0x7f2655925f50>) in gradient.
Level 1:tensorflow:Registering variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x7f265592e0c8>, <function _from_proto_fn at 0x7f265592e050>)) in proto functions.
Level 1:tensorflow:Registering trainable_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x7f265592e0c8>, <function _from_proto_fn at 0x7f265592e050>)) in proto functions.
Level 1:tensorflow:Registering moving_average_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x7f265592e0c8>, <function _from_proto_fn at 0x7f265592e050>)) in proto functions.
Level 1:tensorflow:Registering RandomStandardNormal (None) in gradient.
Level 1:tensorflow:Registering ParameterizedTruncatedNormal (None) in gradient.
Level 1:tensorflow:Registering TruncatedNormal (None) in gradient.
Level 1:tensorflow:Registering RandomUniform (None) in gradient.
Level 1:tensorflow:Registering Multinomial (None) in gradient.
Level 1:tensorflow:Registering RandomGamma (None) in gradient.
Level 1:tensorflow:Registering Pack (<function _PackGrad at 0x7f2655869050>) in gradient.
Level 1:tensorflow:Registering Unpack (<function _UnpackGrad at 0x7f26558761b8>) in gradient.
Level 1:tensorflow:Registering Concat (<function _ConcatGrad at 0x7f26558762a8>) in gradient.
Level 1:tensorflow:Registering ConcatV2 (<function _ConcatGradV2 at 0x7f2655876320>) in gradient.
Level 1:tensorflow:Registering ConcatOffset (None) in gradient.
Level 1:tensorflow:Registering Slice (<function _SliceGrad at 0x7f2655876410>) in gradient.
Level 1:tensorflow:Registering StridedSlice (<function _StridedSliceGrad at 0x7f2655876398>) in gradient.
Level 1:tensorflow:Registering StridedSliceGrad (<function _StridedSliceGradGrad at 0x7f2655876488>) in gradient.
Level 1:tensorflow:Registering Split (<function _SplitGrad at 0x7f2655876500>) in gradient.
Level 1:tensorflow:Registering SplitV (<function _SplitVGrad at 0x7f2655876578>) in gradient.
Level 1:tensorflow:Registering Const (None) in gradient.
Level 1:tensorflow:Registering Diag (<function _DiagGrad at 0x7f26558765f0>) in gradient.
Level 1:tensorflow:Registering DiagPart (<function _DiagPartGrad at 0x7f2655876668>) in gradient.
Level 1:tensorflow:Registering MatrixDiag (<function _MatrixDiagGrad at 0x7f2655876758>) in gradient.
Level 1:tensorflow:Registering MatrixDiagPart (<function _MatrixDiagPartGrad at 0x7f26558767d0>) in gradient.
Level 1:tensorflow:Registering MatrixSetDiag (<function _MatrixSetDiagGrad at 0x7f26558766e0>) in gradient.
Level 1:tensorflow:Registering MatrixBandPart (<function _MatrixBandPartGrad at 0x7f2655876848>) in gradient.
Level 1:tensorflow:Registering EditDistance (None) in gradient.
Level 1:tensorflow:Registering Fill (<function _FillGrad at 0x7f26558768c0>) in gradient.
Level 1:tensorflow:Registering ZerosLike (None) in gradient.
Level 1:tensorflow:Registering OnesLike (None) in gradient.
Level 1:tensorflow:Registering PreventGradient (<function _PreventGradientGrad at 0x7f2655876938>) in gradient.
Level 1:tensorflow:Registering Gather (<function _GatherGrad at 0x7f26558769b0>) in gradient.
Level 1:tensorflow:Registering GatherNd (<function _GatherNdGrad at 0x7f2655876a28>) in gradient.
Level 1:tensorflow:Registering CheckNumerics (<function _CheckNumericsGrad at 0x7f2655876b18>) in gradient.
Level 1:tensorflow:Registering Identity (<function _IdGrad at 0x7f2655876aa0>) in gradient.
Level 1:tensorflow:Registering PlaceholderWithDefault (<function _IdGrad at 0x7f2655876aa0>) in gradient.
Level 1:tensorflow:Registering RefIdentity (<function _RefIdGrad at 0x7f2655876b90>) in gradient.
Level 1:tensorflow:Registering StopGradient (None) in gradient.
Level 1:tensorflow:Registering Reshape (<function _ReshapeGrad at 0x7f2655876c80>) in gradient.
Level 1:tensorflow:Registering InvertPermutation (None) in gradient.
Level 1:tensorflow:Registering ExpandDims (<function _ExpandDimsGrad at 0x7f2655876c08>) in gradient.
Level 1:tensorflow:Registering Squeeze (<function _SqueezeGrad at 0x7f2655876de8>) in gradient.
Level 1:tensorflow:Registering Transpose (<function _TransposeGrad at 0x7f2655876e60>) in gradient.
Level 1:tensorflow:Registering Shape (None) in gradient.
Level 1:tensorflow:Registering ShapeN (None) in gradient.
Level 1:tensorflow:Registering Rank (None) in gradient.
Level 1:tensorflow:Registering Size (None) in gradient.
Level 1:tensorflow:Registering Tile (<function _TileGrad at 0x7f2655876ed8>) in gradient.
Level 1:tensorflow:Registering BroadcastGradientArgs (None) in gradient.
Level 1:tensorflow:Registering Pad (<function _PadGrad at 0x7f2655876d70>) in gradient.
Level 1:tensorflow:Registering ReverseSequence (<function _ReverseSequenceGrad at 0x7f2655876f50>) in gradient.
Level 1:tensorflow:Registering Reverse (<function _ReverseGrad at 0x7f2655880050>) in gradient.
Level 1:tensorflow:Registering ReverseV2 (<function _ReverseV2Grad at 0x7f2655880140>) in gradient.
Level 1:tensorflow:Registering SpaceToBatch (<function _SpaceToBatchGrad at 0x7f26558801b8>) in gradient.
Level 1:tensorflow:Registering SpaceToBatchND (<function _SpaceToBatchNDGrad at 0x7f26558800c8>) in gradient.
Level 1:tensorflow:Registering BatchToSpace (<function _BatchToSpaceGrad at 0x7f2655880230>) in gradient.
Level 1:tensorflow:Registering BatchToSpaceND (<function _BatchToSpaceNDGrad at 0x7f26558802a8>) in gradient.
Level 1:tensorflow:Registering SpaceToDepth (<function _SpaceToDepthGrad at 0x7f2655880320>) in gradient.
Level 1:tensorflow:Registering DepthToSpace (<function _DepthToSpaceGrad at 0x7f2655880398>) in gradient.
Level 1:tensorflow:Registering OneHot (None) in gradient.
Level 1:tensorflow:Registering MirrorPad (<function _MirrorPadGrad at 0x7f2655880410>) in gradient.
Level 1:tensorflow:Registering MirrorPadGrad (<function _MirrorPadGradGrad at 0x7f2655880500>) in gradient.
Level 1:tensorflow:Registering QuantizeAndDequantize (<function _QuantizeAndDequantizeGrad at 0x7f2655880488>) in gradient.
Level 1:tensorflow:Registering QuantizeAndDequantizeV2 (<function _QuantizeAndDequantizeV2Grad at 0x7f2655880578>) in gradient.
Level 1:tensorflow:Registering ExtractImagePatches (<function _ExtractImagePatchesGrad at 0x7f26558805f0>) in gradient.
Level 1:tensorflow:Registering ScatterNd (<function _ScatterNdGrad at 0x7f2655880668>) in gradient.
Level 1:tensorflow:Registering DynamicPartition (<function _DynamicPartitionGrads at 0x7f2655880e60>) in gradient.
Level 1:tensorflow:Registering DynamicStitch (<function _DynamicStitchGrads at 0x7f2655896aa0>) in gradient.
Level 1:tensorflow:Registering Queue (None) in gradient.
Level 1:tensorflow:Registering QueueEnqueue (None) in gradient.
Level 1:tensorflow:Registering QueueEnqueueMany (None) in gradient.
Level 1:tensorflow:Registering QueueDequeue (None) in gradient.
Level 1:tensorflow:Registering QueueDequeueMany (None) in gradient.
Level 1:tensorflow:Registering QueueDequeueUpTo (None) in gradient.
Level 1:tensorflow:Registering QueueClose (None) in gradient.
Level 1:tensorflow:Registering QueueSize (None) in gradient.
Level 1:tensorflow:Registering Stack (None) in gradient.
Level 1:tensorflow:Registering StackPush (None) in gradient.
Level 1:tensorflow:Registering StackPop (None) in gradient.
Level 1:tensorflow:Registering StackClose (None) in gradient.
Level 1:tensorflow:Registering GetSessionHandle (None) in gradient.
Level 1:tensorflow:Registering GetSessionHandleV2 (None) in gradient.
Level 1:tensorflow:Registering GetSessionTensor (None) in gradient.
Level 1:tensorflow:Registering DeleteSessionTensor (None) in gradient.
Level 1:tensorflow:Registering Sum (<function _SumGrad at 0x7f26558239b0>) in gradient.
Level 1:tensorflow:Registering Max (<function _MaxGrad at 0x7f2655830f50>) in gradient.
Level 1:tensorflow:Registering Min (<function _MinGrad at 0x7f265583e050>) in gradient.
Level 1:tensorflow:Registering Mean (<function _MeanGrad at 0x7f265583e0c8>) in gradient.
Level 1:tensorflow:Registering Prod (<function _ProdGrad at 0x7f265583e140>) in gradient.
Level 1:tensorflow:Registering SegmentSum (<function _SegmentSumGrad at 0x7f265583e1b8>) in gradient.
Level 1:tensorflow:Registering SegmentMean (<function _SegmentMeanGrad at 0x7f265583e2a8>) in gradient.
Level 1:tensorflow:Registering SparseSegmentSum (<function _SparseSegmentSumGrad at 0x7f265583e230>) in gradient.
Level 1:tensorflow:Registering SparseSegmentMean (<function _SparseSegmentMeanGrad at 0x7f265583e320>) in gradient.
Level 1:tensorflow:Registering SparseSegmentSqrtN (<function _SparseSegmentSqrtNGrad at 0x7f265583e398>) in gradient.
Level 1:tensorflow:Registering SegmentMin (<function _SegmentMinGrad at 0x7f265583e488>) in gradient.
Level 1:tensorflow:Registering SegmentMax (<function _SegmentMaxGrad at 0x7f265583e578>) in gradient.
Level 1:tensorflow:Registering UnsortedSegmentSum (<function _UnsortedSegmentSumGrad at 0x7f265583e5f0>) in gradient.
Level 1:tensorflow:Registering UnsortedSegmentMax (<function _UnsortedSegmentMaxGrad at 0x7f265583e500>) in gradient.
Level 1:tensorflow:Registering Abs (<function _AbsGrad at 0x7f265583e668>) in gradient.
Level 1:tensorflow:Registering Neg (<function _NegGrad at 0x7f265583e6e0>) in gradient.
Level 1:tensorflow:Registering Inv (<function _InvGrad at 0x7f265583e758>) in gradient.
Level 1:tensorflow:Registering Reciprocal (<function _ReciprocalGrad at 0x7f265583e7d0>) in gradient.
Level 1:tensorflow:Registering InvGrad (<function _InvGradGrad at 0x7f265583e8c0>) in gradient.
Level 1:tensorflow:Registering ReciprocalGrad (<function _ReciprocalGradGrad at 0x7f265583e938>) in gradient.
Level 1:tensorflow:Registering Square (<function _SquareGrad at 0x7f265583e848>) in gradient.
Level 1:tensorflow:Registering Sqrt (<function _SqrtGrad at 0x7f265583e9b0>) in gradient.
Level 1:tensorflow:Registering SqrtGrad (<function _SqrtGradGrad at 0x7f265583ea28>) in gradient.
Level 1:tensorflow:Registering Rsqrt (<function _RsqrtGrad at 0x7f265583eb18>) in gradient.
Level 1:tensorflow:Registering RsqrtGrad (<function _RsqrtGradGrad at 0x7f265583eaa0>) in gradient.
Level 1:tensorflow:Registering Exp (<function _ExpGrad at 0x7f265583ec08>) in gradient.
Level 1:tensorflow:Registering Expm1 (<function _Expm1Grad at 0x7f265583eb90>) in gradient.
Level 1:tensorflow:Registering Log (<function _LogGrad at 0x7f265583ec80>) in gradient.
Level 1:tensorflow:Registering Log1p (<function _Log1pGrad at 0x7f265583ecf8>) in gradient.
Level 1:tensorflow:Registering Tanh (<function _TanhGrad at 0x7f265583ed70>) in gradient.
Level 1:tensorflow:Registering TanhGrad (<function _TanhGradGrad at 0x7f265583ede8>) in gradient.
Level 1:tensorflow:Registering Erf (<function _ErfGrad at 0x7f265583eed8>) in gradient.
Level 1:tensorflow:Registering Erfc (<function _ErfcGrad at 0x7f265583ee60>) in gradient.
Level 1:tensorflow:Registering Lgamma (<function _LgammaGrad at 0x7f265583ef50>) in gradient.
Level 1:tensorflow:Registering Digamma (<function _DigammaGrad at 0x7f2655845050>) in gradient.
Level 1:tensorflow:Registering Igamma (<function _IgammaGrad at 0x7f2655845140>) in gradient.
Level 1:tensorflow:Registering Igammac (<function _IgammacGrad at 0x7f26558450c8>) in gradient.
Level 1:tensorflow:Registering Betainc (<function _BetaincGrad at 0x7f2655845230>) in gradient.
Level 1:tensorflow:Registering Zeta (<function _ZetaGrad at 0x7f26558452a8>) in gradient.
Level 1:tensorflow:Registering Polygamma (<function _PolygammaGrad at 0x7f26558451b8>) in gradient.
Level 1:tensorflow:Registering Sigmoid (<function _SigmoidGrad at 0x7f2655845398>) in gradient.
Level 1:tensorflow:Registering SigmoidGrad (<function _SigmoidGradGrad at 0x7f2655845410>) in gradient.
Level 1:tensorflow:Registering Sign (<function _SignGrad at 0x7f2655845320>) in gradient.
Level 1:tensorflow:Registering Sin (<function _SinGrad at 0x7f2655845488>) in gradient.
Level 1:tensorflow:Registering Cos (<function _CosGrad at 0x7f2655845500>) in gradient.
Level 1:tensorflow:Registering Tan (<function _TanGrad at 0x7f2655845578>) in gradient.
Level 1:tensorflow:Registering Asin (<function _AsinGrad at 0x7f26558455f0>) in gradient.
Level 1:tensorflow:Registering Acos (<function _AcosGrad at 0x7f2655845668>) in gradient.
Level 1:tensorflow:Registering Atan (<function _AtanGrad at 0x7f26558456e0>) in gradient.
Level 1:tensorflow:Registering Atan2 (<function _Atan2Grad at 0x7f2655845758>) in gradient.
Level 1:tensorflow:Registering AddN (<function _AddNGrad at 0x7f26558457d0>) in gradient.
Level 1:tensorflow:Registering Add (<function _AddGrad at 0x7f2655845848>) in gradient.
Level 1:tensorflow:Registering Sub (<function _SubGrad at 0x7f26558458c0>) in gradient.
Level 1:tensorflow:Registering Mul (<function _MulGrad at 0x7f2655845938>) in gradient.
Level 1:tensorflow:Registering Div (<function _DivGrad at 0x7f26558459b0>) in gradient.
Level 1:tensorflow:Registering FloorDiv (<function _FloorDivGrad at 0x7f2655845a28>) in gradient.
Level 1:tensorflow:Registering TruncateDiv (<function _TruncateDivGrad at 0x7f2655845b18>) in gradient.
Level 1:tensorflow:Registering RealDiv (<function _RealDivGrad at 0x7f2655845aa0>) in gradient.
Level 1:tensorflow:Registering Pow (<function _PowGrad at 0x7f2655845c08>) in gradient.
Level 1:tensorflow:Registering Maximum (<function _MaximumGrad at 0x7f2655845c80>) in gradient.
Level 1:tensorflow:Registering Minimum (<function _MinimumGrad at 0x7f2655845d70>) in gradient.
Level 1:tensorflow:Registering SquaredDifference (<function _SquaredDifferenceGrad at 0x7f2655845de8>) in gradient.
Level 1:tensorflow:Registering Less (None) in gradient.
Level 1:tensorflow:Registering LessEqual (None) in gradient.
Level 1:tensorflow:Registering Greater (None) in gradient.
Level 1:tensorflow:Registering GreaterEqual (None) in gradient.
Level 1:tensorflow:Registering Equal (None) in gradient.
Level 1:tensorflow:Registering ApproximateEqual (None) in gradient.
Level 1:tensorflow:Registering NotEqual (None) in gradient.
Level 1:tensorflow:Registering LogicalAnd (None) in gradient.
Level 1:tensorflow:Registering LogicalOr (None) in gradient.
Level 1:tensorflow:Registering LogicalNot (None) in gradient.
Level 1:tensorflow:Registering Select (<function _SelectGrad at 0x7f2655845cf8>) in gradient.
Level 1:tensorflow:Registering MatMul (<function _MatMulGrad at 0x7f2655845e60>) in gradient.
Level 1:tensorflow:Registering SparseMatMul (<function _SparseMatMulGrad at 0x7f2655845ed8>) in gradient.
Level 1:tensorflow:Registering Floor (<function _FloorGrad at 0x7f2655845f50>) in gradient.
Level 1:tensorflow:Registering Ceil (<function _CeilGrad at 0x7f265584b050>) in gradient.
Level 1:tensorflow:Registering Round (<function _RoundGrad at 0x7f265584b0c8>) in gradient.
Level 1:tensorflow:Registering Rint (<function _RintGrad at 0x7f265584b140>) in gradient.
Level 1:tensorflow:Registering BatchMatMul (<function _BatchMatMul at 0x7f265584b1b8>) in gradient.
Level 1:tensorflow:Registering Range (None) in gradient.
Level 1:tensorflow:Registering LinSpace (None) in gradient.
Level 1:tensorflow:Registering Complex (<function _ComplexGrad at 0x7f265584b2a8>) in gradient.
Level 1:tensorflow:Registering Real (<function _RealGrad at 0x7f265584b320>) in gradient.
Level 1:tensorflow:Registering Imag (<function _ImagGrad at 0x7f265584b230>) in gradient.
Level 1:tensorflow:Registering Conj (<function _ConjGrad at 0x7f265584b398>) in gradient.
Level 1:tensorflow:Registering ComplexAbs (<function _ComplexAbsGrad at 0x7f265584b410>) in gradient.
Level 1:tensorflow:Registering Cast (<function _CastGrad at 0x7f265584b500>) in gradient.
Level 1:tensorflow:Registering Cross (<function _CrossGrad at 0x7f265584b488>) in gradient.
Level 1:tensorflow:Registering Cumsum (<function _CumsumGrad at 0x7f265584b578>) in gradient.
Level 1:tensorflow:Registering Cumprod (<function _CumprodGrad at 0x7f265584b5f0>) in gradient.
Level 1:tensorflow:Registering SparseAddGrad (None) in gradient.
Level 1:tensorflow:Registering SparseConcat (None) in gradient.
Level 1:tensorflow:Registering SparseToDense (None) in gradient.
Level 1:tensorflow:Registering SparseReorder (<function _SparseReorderGrad at 0x7f26558552a8>) in gradient.
Level 1:tensorflow:Registering SparseAdd (<function _SparseAddGrad at 0x7f2655855320>) in gradient.
Level 1:tensorflow:Registering SparseTensorDenseAdd (<function _SparseTensorDenseAddGrad at 0x7f2655855410>) in gradient.
Level 1:tensorflow:Registering SparseReduceSum (<function _SparseReduceSumGrad at 0x7f2655855398>) in gradient.
Level 1:tensorflow:Registering SparseTensorDenseMatMul (<function _SparseTensorDenseMatMulGrad at 0x7f2655855488>) in gradient.
Level 1:tensorflow:Registering SparseDenseCwiseAdd (<function _SparseDenseCwiseAddGrad at 0x7f2655855500>) in gradient.
Level 1:tensorflow:Registering SparseDenseCwiseMul (<function _SparseDenseCwiseMulGrad at 0x7f26558555f0>) in gradient.
Level 1:tensorflow:Registering SparseDenseCwiseDiv (<function _SparseDenseCwiseDivGrad at 0x7f2655855668>) in gradient.
Level 1:tensorflow:Registering SparseSoftmax (<function _SparseSoftmaxGrad at 0x7f26558556e0>) in gradient.
Level 1:tensorflow:Registering SparseSparseMaximum (<function _SparseSparseMaximumGrad at 0x7f2655855758>) in gradient.
Level 1:tensorflow:Registering SparseSparseMinimum (<function _SparseSparseMinimumGrad at 0x7f26558557d0>) in gradient.
Level 1:tensorflow:Registering FFT (<function _FFTGrad at 0x7f26557da1b8>) in gradient.
Level 1:tensorflow:Registering IFFT (<function _IFFTGrad at 0x7f26557da9b0>) in gradient.
Level 1:tensorflow:Registering FFT2D (<function _FFT2DGrad at 0x7f26557daa28>) in gradient.
Level 1:tensorflow:Registering IFFT2D (<function _IFFT2DGrad at 0x7f26557daaa0>) in gradient.
Level 1:tensorflow:Registering FFT3D (<function _FFT3DGrad at 0x7f26557dab18>) in gradient.
Level 1:tensorflow:Registering IFFT3D (<function _IFFT3DGrad at 0x7f26557dab90>) in gradient.
Level 1:tensorflow:Registering RFFT (<function _Grad at 0x7f26557dacf8>) in gradient.
Level 1:tensorflow:Registering IRFFT (<function _Grad at 0x7f26557dad70>) in gradient.
Level 1:tensorflow:Registering RFFT2D (<function _Grad at 0x7f26557dade8>) in gradient.
Level 1:tensorflow:Registering IRFFT2D (<function _Grad at 0x7f26557dae60>) in gradient.
Level 1:tensorflow:Registering Assign (None) in gradient.
Level 1:tensorflow:Registering AssignAdd (None) in gradient.
Level 1:tensorflow:Registering AssignSub (None) in gradient.
Level 1:tensorflow:Registering ScatterAdd (None) in gradient.
Level 1:tensorflow:Registering ScatterSub (None) in gradient.
Level 1:tensorflow:Registering ScatterMul (None) in gradient.
Level 1:tensorflow:Registering ScatterDiv (None) in gradient.
Level 1:tensorflow:Registering ScatterNdUpdate (None) in gradient.
Level 1:tensorflow:Registering ScatterNdAdd (None) in gradient.
Level 1:tensorflow:Registering ScatterNdSub (None) in gradient.
Level 1:tensorflow:Registering ScatterNdMul (None) in gradient.
Level 1:tensorflow:Registering ScatterNdDiv (None) in gradient.
Level 1:tensorflow:Registering TensorArray (None) in gradient.
Level 1:tensorflow:Registering TensorArrayGrad (None) in gradient.
Level 1:tensorflow:Registering TensorArraySize (None) in gradient.
Level 1:tensorflow:Registering TensorArrayClose (None) in gradient.
Level 1:tensorflow:Registering TensorArrayV2 (None) in gradient.
Level 1:tensorflow:Registering TensorArrayGradV2 (None) in gradient.
Level 1:tensorflow:Registering TensorArraySizeV2 (None) in gradient.
Level 1:tensorflow:Registering TensorArrayCloseV2 (None) in gradient.
Level 1:tensorflow:Registering TensorArrayV3 (None) in gradient.
Level 1:tensorflow:Registering TensorArrayGradV3 (None) in gradient.
Level 1:tensorflow:Registering TensorArraySizeV3 (None) in gradient.
Level 1:tensorflow:Registering TensorArrayCloseV3 (None) in gradient.
Level 1:tensorflow:Registering TensorArrayReadV3 (<function _TensorArrayReadGrad at 0x7f26557e7848>) in gradient.
Level 1:tensorflow:Registering TensorArrayReadV2 (<function _TensorArrayReadGrad at 0x7f26557e7848>) in gradient.
Level 1:tensorflow:Registering TensorArrayRead (<function _TensorArrayReadGrad at 0x7f26557e7848>) in gradient.
Level 1:tensorflow:Registering TensorArrayWriteV3 (<function _TensorArrayWriteGrad at 0x7f26557e78c0>) in gradient.
Level 1:tensorflow:Registering TensorArrayWriteV2 (<function _TensorArrayWriteGrad at 0x7f26557e78c0>) in gradient.
Level 1:tensorflow:Registering TensorArrayWrite (<function _TensorArrayWriteGrad at 0x7f26557e78c0>) in gradient.
Level 1:tensorflow:Registering TensorArrayGatherV3 (<function _TensorArrayGatherGrad at 0x7f26557e7938>) in gradient.
Level 1:tensorflow:Registering TensorArrayGatherV2 (<function _TensorArrayGatherGrad at 0x7f26557e7938>) in gradient.
Level 1:tensorflow:Registering TensorArrayGather (<function _TensorArrayGatherGrad at 0x7f26557e7938>) in gradient.
Level 1:tensorflow:Registering TensorArrayScatterV3 (<function _TensorArrayScatterGrad at 0x7f26557e79b0>) in gradient.
Level 1:tensorflow:Registering TensorArrayScatterV2 (<function _TensorArrayScatterGrad at 0x7f26557e79b0>) in gradient.
Level 1:tensorflow:Registering TensorArrayScatter (<function _TensorArrayScatterGrad at 0x7f26557e79b0>) in gradient.
Level 1:tensorflow:Registering TensorArrayConcatV3 (<function _TensorArrayConcatGrad at 0x7f26557e7a28>) in gradient.
Level 1:tensorflow:Registering TensorArrayConcatV2 (<function _TensorArrayConcatGrad at 0x7f26557e7a28>) in gradient.
Level 1:tensorflow:Registering TensorArrayConcat (<function _TensorArrayConcatGrad at 0x7f26557e7a28>) in gradient.
Level 1:tensorflow:Registering TensorArraySplitV3 (<function _TensorArraySplitGrad at 0x7f26557e7aa0>) in gradient.
Level 1:tensorflow:Registering TensorArraySplitV2 (<function _TensorArraySplitGrad at 0x7f26557e7aa0>) in gradient.
Level 1:tensorflow:Registering TensorArraySplit (<function _TensorArraySplitGrad at 0x7f26557e7aa0>) in gradient.
Level 1:tensorflow:Registering SymbolicGradient (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering Switch (<function _SwitchGrad at 0x7f265580f140>) in gradient.
Level 1:tensorflow:Registering RefSwitch (<function _SwitchGrad at 0x7f265580f140>) in gradient.
Level 1:tensorflow:Registering Merge (<function _MergeGrad at 0x7f26557a1a28>) in gradient.
Level 1:tensorflow:Registering RefMerge (<function _RefMergeGrad at 0x7f26557a19b0>) in gradient.
Level 1:tensorflow:Registering Exit (<function _ExitGrad at 0x7f26557a1b18>) in gradient.
Level 1:tensorflow:Registering RefExit (<function _ExitGrad at 0x7f26557a1b18>) in gradient.
Level 1:tensorflow:Registering NextIteration (<function _NextIterationGrad at 0x7f26557a1aa0>) in gradient.
Level 1:tensorflow:Registering RefNextIteration (<function _RefNextIterationGrad at 0x7f26557a1b90>) in gradient.
Level 1:tensorflow:Registering Enter (<function _EnterGrad at 0x7f26557a1c08>) in gradient.
Level 1:tensorflow:Registering RefEnter (<function _RefEnterGrad at 0x7f26557a1c80>) in gradient.
Level 1:tensorflow:Registering LoopCond (<function _LoopCondGrad at 0x7f26557a1d70>) in gradient.
Level 1:tensorflow:Registering ResizeNearestNeighbor (<function _ResizeNearestNeighborGrad at 0x7f26557b1f50>) in gradient.
Level 1:tensorflow:Registering ResizeBilinear (<function _ResizeBilinearGrad at 0x7f26557d3de8>) in gradient.
Level 1:tensorflow:Registering CropAndResize (<function _CropAndResizeGrad at 0x7f26557d3e60>) in gradient.
Level 1:tensorflow:Registering MatrixInverse (<function _MatrixInverseGrad at 0x7f26557d3f50>) in gradient.
Level 1:tensorflow:Registering MatrixDeterminant (<function _MatrixDeterminantGrad at 0x7f26557d66e0>) in gradient.
Level 1:tensorflow:Registering Cholesky (<function _CholeskyGrad at 0x7f26557d6758>) in gradient.
Level 1:tensorflow:Registering MatrixSolve (<function _MatrixSolveGrad at 0x7f26557d6848>) in gradient.
Level 1:tensorflow:Registering MatrixSolveLs (<function _MatrixSolveLsGrad at 0x7f26557d67d0>) in gradient.
Level 1:tensorflow:Registering MatrixTriangularSolve (<function _MatrixTriangularSolveGrad at 0x7f26557d68c0>) in gradient.
Level 1:tensorflow:Registering SelfAdjointEigV2 (<function _SelfAdjointEigV2Grad at 0x7f26557d6938>) in gradient.
Level 1:tensorflow:Registering Print (<function _PrintGrad at 0x7f26557d6a28>) in gradient.
Level 1:tensorflow:Registering HistogramSummary (None) in gradient.
Level 1:tensorflow:Registering ImageSummary (None) in gradient.
Level 1:tensorflow:Registering AudioSummary (None) in gradient.
Level 1:tensorflow:Registering AudioSummaryV2 (None) in gradient.
Level 1:tensorflow:Registering MergeSummary (None) in gradient.
Level 1:tensorflow:Registering ScalarSummary (None) in gradient.
Level 1:tensorflow:Registering ReaderRead (None) in gradient.
Level 1:tensorflow:Registering ReaderReadUpTo (None) in gradient.
Level 1:tensorflow:Registering ReaderNumRecordsProduced (None) in gradient.
Level 1:tensorflow:Registering ReaderNumWorkUnitsCompleted (None) in gradient.
Level 1:tensorflow:Registering ReaderSerializeState (None) in gradient.
Level 1:tensorflow:Registering ReaderRestoreState (None) in gradient.
Level 1:tensorflow:Registering ReaderReset (None) in gradient.
Level 1:tensorflow:Registering WholeFileReader (None) in gradient.
Level 1:tensorflow:Registering TextLineReader (None) in gradient.
Level 1:tensorflow:Registering FixedLengthRecordReader (None) in gradient.
Level 1:tensorflow:Registering TFRecordReader (None) in gradient.
Level 1:tensorflow:Registering IdentityReader (None) in gradient.
Level 1:tensorflow:Registering StringToHashBucket (None) in gradient.
Level 1:tensorflow:Registering StringToHashBucketFast (None) in gradient.
Level 1:tensorflow:Registering StringToHashBucketStrong (None) in gradient.
Level 1:tensorflow:Registering ReduceJoin (None) in gradient.
Level 1:tensorflow:Registering StringJoin (None) in gradient.
Level 1:tensorflow:Registering StringSplit (None) in gradient.
Level 1:tensorflow:Registering AsString (None) in gradient.
Level 1:tensorflow:Registering EncodeBase64 (None) in gradient.
Level 1:tensorflow:Registering DecodeBase64 (None) in gradient.
Level 1:tensorflow:Registering LookupTableFind (None) in gradient.
Level 1:tensorflow:Registering LookupTableFindV2 (None) in gradient.
Level 1:tensorflow:Registering LookupTableInsert (None) in gradient.
Level 1:tensorflow:Registering LookupTableInsertV2 (None) in gradient.
Level 1:tensorflow:Registering LookupTableSize (None) in gradient.
Level 1:tensorflow:Registering LookupTableSizeV2 (None) in gradient.
Level 1:tensorflow:Registering HashTable (None) in gradient.
Level 1:tensorflow:Registering HashTableV2 (None) in gradient.
Level 1:tensorflow:Registering InitializeTable (None) in gradient.
Level 1:tensorflow:Registering InitializeTableV2 (None) in gradient.
Level 1:tensorflow:Registering InitializeTableFromTextFile (None) in gradient.
Level 1:tensorflow:Registering InitializeTableFromTextFileV2 (None) in gradient.
Level 1:tensorflow:Registering MutableDenseHashTable (None) in gradient.
Level 1:tensorflow:Registering MutableDenseHashTableV2 (None) in gradient.
Level 1:tensorflow:Registering MutableHashTable (None) in gradient.
Level 1:tensorflow:Registering MutableHashTableV2 (None) in gradient.
Level 1:tensorflow:Registering MutableHashTableOfTensors (None) in gradient.
Level 1:tensorflow:Registering MutableHashTableOfTensorsV2 (None) in gradient.
Level 1:tensorflow:Registering DecodeRaw (None) in gradient.
Level 1:tensorflow:Registering ParseTensor (None) in gradient.
Level 1:tensorflow:Registering StringToNumber (None) in gradient.
Level 1:tensorflow:Registering PyFunc (None) in gradient.
Level 1:tensorflow:Registering PyFuncStateless (None) in gradient.
Level 1:tensorflow:Registering TensorSummary (None) in gradient.
Level 1:tensorflow:Registering savers ((<class 'tensorflow.core.protobuf.saver_pb2.SaverDef'>, <unbound method Saver.to_proto>, <function from_proto at 0x7f26555e0320>)) in proto functions.
Level 1:tensorflow:Registering queue_runners ((<class 'tensorflow.core.protobuf.queue_runner_pb2.QueueRunnerDef'>, <unbound method QueueRunner.to_proto>, <function from_proto at 0x7f26555a1488>)) in proto functions.
Level 1:tensorflow:Registering Conv2D,flops (<function _calc_conv_flops at 0x7f265556ae60>) in statistical functions.
Level 1:tensorflow:Registering DepthwiseConv2dNative,flops (<function _calc_depthwise_conv_flops at 0x7f26554e8320>) in statistical functions.
Level 1:tensorflow:Registering BiasAdd,flops (<function _calc_bias_add_flops at 0x7f26554e8398>) in statistical functions.
Level 1:tensorflow:Registering Dilation2D,flops (<function _calc_dilation2d_flops at 0x7f26554e8668>) in statistical functions.
Level 1:tensorflow:Registering Conv2DBackpropInput (<function _Conv2DBackpropInputGrad at 0x7f26554e8758>) in gradient.
Level 1:tensorflow:Registering Conv2DBackpropFilter (<function _Conv2DBackpropFilterGrad at 0x7f26554e87d0>) in gradient.
Level 1:tensorflow:Registering Conv3D (<function _Conv3DGrad at 0x7f26554e8848>) in gradient.
Level 1:tensorflow:Registering Conv3DBackpropInputV2 (<function _Conv3DBackpropInputGrad at 0x7f26554e88c0>) in gradient.
Level 1:tensorflow:Registering Conv3DBackpropFilterV2 (<function _Conv3DBackpropFilterGrad at 0x7f26554e8938>) in gradient.
Level 1:tensorflow:Registering AvgPool3D (<function _AvgPool3DGrad at 0x7f26554e89b0>) in gradient.
Level 1:tensorflow:Registering AvgPool3DGrad (<function _AvgPool3DGradGrad at 0x7f26554e8aa0>) in gradient.
Level 1:tensorflow:Registering MaxPool3D (<function _MaxPool3DGrad at 0x7f26554e8a28>) in gradient.
Level 1:tensorflow:Registering MaxPool3DGrad (<function _MaxPool3DGradGrad at 0x7f26554e8b90>) in gradient.
Level 1:tensorflow:Registering MaxPool3DGradGrad (<function _MaxPool3DGradGradGrad at 0x7f26554e8b18>) in gradient.
Level 1:tensorflow:Registering Softmax (<function _SoftmaxGrad at 0x7f26554e8c08>) in gradient.
Level 1:tensorflow:Registering LogSoftmax (<function _LogSoftmaxGrad at 0x7f26554e8cf8>) in gradient.
Level 1:tensorflow:Registering BiasAdd (<function _BiasAddGrad at 0x7f26554e8d70>) in gradient.
Level 1:tensorflow:Registering BiasAddGrad (<function _BiasAddGradGrad at 0x7f26554e8de8>) in gradient.
Level 1:tensorflow:Registering BiasAddV1 (<function _BiasAddGradV1 at 0x7f26554e8c80>) in gradient.
Level 1:tensorflow:Registering Relu (<function _ReluGrad at 0x7f26554e8ed8>) in gradient.
Level 1:tensorflow:Registering EluGrad (<function _EluGradGrad at 0x7f26554e8e60>) in gradient.
Level 1:tensorflow:Registering Relu6 (<function _Relu6Grad at 0x7f26554e8f50>) in gradient.
Level 1:tensorflow:Registering Elu (<function _EluGrad at 0x7f26554ef050>) in gradient.
Level 1:tensorflow:Registering Softplus (<function _SoftplusGrad at 0x7f26554ef0c8>) in gradient.
Level 1:tensorflow:Registering SoftplusGrad (<function _SoftplusGradGrad at 0x7f26554ef1b8>) in gradient.
Level 1:tensorflow:Registering Softsign (<function _SoftsignGrad at 0x7f26554ef140>) in gradient.
Level 1:tensorflow:Registering ReluGrad (<function _ReluGradGrad at 0x7f26554ef2a8>) in gradient.
Level 1:tensorflow:Registering SoftmaxCrossEntropyWithLogits (<function _SoftmaxCrossEntropyWithLogitsGrad at 0x7f26554ef230>) in gradient.
Level 1:tensorflow:Registering SparseSoftmaxCrossEntropyWithLogits (<function _SparseSoftmaxCrossEntropyWithLogitsGrad at 0x7f26554ef398>) in gradient.
Level 1:tensorflow:Registering Conv2D (<function _Conv2DGrad at 0x7f26554ef410>) in gradient.
Level 1:tensorflow:Registering DepthwiseConv2dNative (<function _DepthwiseConv2dNativeGrad at 0x7f26554ef488>) in gradient.
Level 1:tensorflow:Registering Dilation2D (<function _Dilation2DGrad at 0x7f26554ef500>) in gradient.
Level 1:tensorflow:Registering LRN (<function _LRNGrad at 0x7f26554ef5f0>) in gradient.
Level 1:tensorflow:Registering AvgPool (<function _AvgPoolGrad at 0x7f26554ef578>) in gradient.
Level 1:tensorflow:Registering AvgPoolGrad (<function _AvgPoolGradGrad at 0x7f26554ef6e0>) in gradient.
Level 1:tensorflow:Registering MaxPool (<function _MaxPoolGrad at 0x7f26554ef668>) in gradient.
Level 1:tensorflow:Registering MaxPoolWithArgmax (<function _MaxPoolGradWithArgmax at 0x7f26554ef7d0>) in gradient.
Level 1:tensorflow:Registering MaxPoolGrad (<function _MaxPoolGradGrad at 0x7f26554ef758>) in gradient.
Level 1:tensorflow:Registering MaxPoolGradGrad (<function _MaxPoolGradGradGrad at 0x7f26554ef848>) in gradient.
Level 1:tensorflow:Registering FractionalMaxPool (<function _FractionalMaxPoolGrad at 0x7f26554ef8c0>) in gradient.
Level 1:tensorflow:Registering FractionalAvgPool (<function _FractionalAvgPoolGrad at 0x7f26554ef938>) in gradient.
Level 1:tensorflow:Registering BatchNormWithGlobalNormalization (<function _BatchNormWithGlobalNormalizationGrad at 0x7f26554ef9b0>) in gradient.
Level 1:tensorflow:Registering FusedBatchNorm (<function _FusedBatchNormGrad at 0x7f26554efa28>) in gradient.
Level 1:tensorflow:Registering L2Loss (<function _L2LossGrad at 0x7f26554efaa0>) in gradient.
Level 1:tensorflow:Registering TopKV2 (<function _TopKGrad at 0x7f26554efb18>) in gradient.
Level 1:tensorflow:Registering TopK (<function _TopKGrad at 0x7f26554efb18>) in gradient.
Level 1:tensorflow:Registering CTCLoss (<function _CTCLossGrad at 0x7f26554efc08>) in gradient.
Level 1:tensorflow:Registering CTCGreedyDecoder (None) in gradient.
Level 1:tensorflow:Registering CTCBeamSearchDecoder (None) in gradient.
Level 1:tensorflow:Registering SetSize (None) in gradient.
Level 1:tensorflow:Registering DenseToDenseSetOperation (None) in gradient.
Level 1:tensorflow:Registering DenseToSparseSetOperation (None) in gradient.
Level 1:tensorflow:Registering SparseToSparseSetOperation (None) in gradient.
Level 1:tensorflow:Registering SdcaFprint (None) in gradient.
Level 1:tensorflow:Registering SdcaOptimizer (None) in gradient.
Level 1:tensorflow:Registering SdcaShrinkL1 (None) in gradient.
Level 1:tensorflow:Registering RandomCrop (None) in gradient.
Level 1:tensorflow:Registering RGBToHSV (None) in gradient.
Level 1:tensorflow:Registering HSVToRGB (None) in gradient.
Level 1:tensorflow:Registering DrawBoundingBoxes (None) in gradient.
Level 1:tensorflow:Registering SampleDistortedBoundingBox (None) in gradient.
Level 1:tensorflow:Registering ExtractGlimpse (None) in gradient.
Level 1:tensorflow:Registering NonMaxSuppression (None) in gradient.
Level 1:tensorflow:Registering Fact (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering BigQueryReader (None) in gradient.
Level 1:tensorflow:Registering CudnnRNN (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering CudnnRNNBackprop (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering CudnnRNNCanonicalToParams (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering CudnnRNNParamsSize (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering CudnnRNNParamsToCanonical (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering CudnnRNN (<function _cudnn_rnn_backward at 0x7f2654c94668>) in gradient.
Level 1:tensorflow:Registering CudnnRNNParamsSize (<function call_cpp_shape_fn at 0x7f2656698578>) in shape functions.
Level 1:tensorflow:Registering CudnnRNNParamsToCanonical (<function call_cpp_shape_fn at 0x7f2656698578>) in shape functions.
Level 1:tensorflow:Registering CudnnRNNCanonicalToParams (<function call_cpp_shape_fn at 0x7f2656698578>) in shape functions.
Level 1:tensorflow:Registering CudnnRNN (<function call_cpp_shape_fn at 0x7f2656698578>) in shape functions.
Level 1:tensorflow:Registering CudnnRNNBackprop (<function call_cpp_shape_fn at 0x7f2656698578>) in shape functions.
Level 1:tensorflow:Registering ZeroInitializer (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering KmeansPlusPlusInitialization (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering NearestNeighbors (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering MaskedMatmul (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering WALSComputePartialLhsAndRhs (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering SparseFeatureCross (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering SparseFeatureCrossV2 (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering SparseFeatureCross (None) in gradient.
Level 1:tensorflow:Registering SparseFeatureCrossV2 (None) in gradient.
Level 1:tensorflow:Registering ObtainNext (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering hparams ((<class 'tensorflow.contrib.training.python.training.hparam_pb2.HParamDef'>, <unbound method HParams.to_proto>, <function from_proto at 0x7f2653f8a488>)) in proto functions.
Level 1:tensorflow:Registering GRUBlockCell (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering GRUBlockCellGrad (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering GRUBlockCell (<function _GRUBlockCellGrad at 0x7f2653f1f398>) in gradient.
Level 1:tensorflow:Registering BlockLSTM (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering BlockLSTMGrad (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering LSTMBlockCell (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering LSTMBlockCellGrad (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering LSTMBlockCell (<function _LSTMBlockCellGrad at 0x7f2653e587d0>) in gradient.
Level 1:tensorflow:Registering BlockLSTM (<function _BlockLSTMGrad at 0x7f2653e58848>) in gradient.
Level 1:tensorflow:Registering BipartiteMatch (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering ImageProjectiveTransform (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering ImageProjectiveTransform (<function call_cpp_shape_fn at 0x7f2656698578>) in shape functions.
Level 1:tensorflow:Registering ImageProjectiveTransform (<function _image_projective_transform_grad at 0x7f2653cedde8>) in gradient.
Level 1:tensorflow:Registering BipartiteMatch (None) in gradient.
Level 1:tensorflow:Registering SingleImageRandomDotStereograms (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering SingleImageRandomDotStereograms (None) in gradient.
Level 1:tensorflow:Registering BytesLimit (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering MaxBytesInUse (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering NcclAllReduce (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering NcclBroadcastRecv (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering NcclBroadcastSend (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering GatherTree (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering StatelessRandomNormal (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering StatelessRandomUniform (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering StatelessTruncatedNormal (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering BestSplits (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering CountExtremelyRandomStats (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering FinishedNodes (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering GrowTree (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering ReinterpretStringToFloat (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering SampleInputs (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering ScatterAddNdim (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering TopNInsert (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering TopNRemove (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering TreePredictions (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
Level 1:tensorflow:Registering UpdateFertileSlots (<function call_without_requiring at 0x7f2656698668>) in default shape functions.
/home/ec2-user/Projects/CIP-build/CIP-build/cip_python/classification/kde_bandwidth.py:116: RuntimeWarning: divide by zero encountered in longdouble_scalars
  time = (2 * const * K0 / M / f) ** (2 / (3 + 2 * s))
/home/ec2-user/Projects/CIP-build/CIP-build/cip_python/classification/kde_bandwidth.py:119: RuntimeWarning: divide by zero encountered in longdouble_scalars
  return t - (2 * M * np.sqrt(np.pi) * f) ** (-2 / 5)
.
----------------------------------------------------------------------
Ran 1 test in 0.038s

OK

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