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4.37s

Using TensorFlow backend.
Level 1:tensorflow:Registering FakeQuantWithMinMaxArgs (<function _FakeQuantWithMinMaxArgsGradient at 0x7f0cf9388578>) in gradient.
Level 1:tensorflow:Registering FakeQuantWithMinMaxVars (<function _FakeQuantWithMinMaxVarsGradient at 0x7f0cf925d938>) in gradient.
Level 1:tensorflow:Registering FakeQuantWithMinMaxVarsPerChannel (<function _FakeQuantWithMinMaxVarsPerChannelGradient at 0x7f0cf925d9b0>) in gradient.
Level 1:tensorflow:Registering MatMul,flops (<function _calc_mat_mul_flops at 0x7f0cf9110a28>) 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 0x7f0cf90237d0>)) 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 0x7f0cf9024140>)) in proto functions.
Level 1:tensorflow:Registering ReadVariableOp (<function _ReadGrad at 0x7f0cf90439b0>) in gradient.
Level 1:tensorflow:Registering ResourceGather (<function _GatherGrad at 0x7f0cf8fe5f50>) in gradient.
Level 1:tensorflow:Registering variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x7f0cf8fee0c8>, <function _from_proto_fn at 0x7f0cf8fee050>)) in proto functions.
Level 1:tensorflow:Registering trainable_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x7f0cf8fee0c8>, <function _from_proto_fn at 0x7f0cf8fee050>)) in proto functions.
Level 1:tensorflow:Registering moving_average_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x7f0cf8fee0c8>, <function _from_proto_fn at 0x7f0cf8fee050>)) 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 0x7f0cf8f29050>) in gradient.
Level 1:tensorflow:Registering Unpack (<function _UnpackGrad at 0x7f0cf8f391b8>) in gradient.
Level 1:tensorflow:Registering Concat (<function _ConcatGrad at 0x7f0cf8f392a8>) in gradient.
Level 1:tensorflow:Registering ConcatV2 (<function _ConcatGradV2 at 0x7f0cf8f39320>) in gradient.
Level 1:tensorflow:Registering ConcatOffset (None) in gradient.
Level 1:tensorflow:Registering Slice (<function _SliceGrad at 0x7f0cf8f39410>) in gradient.
Level 1:tensorflow:Registering StridedSlice (<function _StridedSliceGrad at 0x7f0cf8f39398>) in gradient.
Level 1:tensorflow:Registering StridedSliceGrad (<function _StridedSliceGradGrad at 0x7f0cf8f39488>) in gradient.
Level 1:tensorflow:Registering Split (<function _SplitGrad at 0x7f0cf8f39500>) in gradient.
Level 1:tensorflow:Registering SplitV (<function _SplitVGrad at 0x7f0cf8f39578>) in gradient.
Level 1:tensorflow:Registering Const (None) in gradient.
Level 1:tensorflow:Registering Diag (<function _DiagGrad at 0x7f0cf8f395f0>) in gradient.
Level 1:tensorflow:Registering DiagPart (<function _DiagPartGrad at 0x7f0cf8f39668>) in gradient.
Level 1:tensorflow:Registering MatrixDiag (<function _MatrixDiagGrad at 0x7f0cf8f39758>) in gradient.
Level 1:tensorflow:Registering MatrixDiagPart (<function _MatrixDiagPartGrad at 0x7f0cf8f397d0>) in gradient.
Level 1:tensorflow:Registering MatrixSetDiag (<function _MatrixSetDiagGrad at 0x7f0cf8f396e0>) in gradient.
Level 1:tensorflow:Registering MatrixBandPart (<function _MatrixBandPartGrad at 0x7f0cf8f39848>) in gradient.
Level 1:tensorflow:Registering EditDistance (None) in gradient.
Level 1:tensorflow:Registering Fill (<function _FillGrad at 0x7f0cf8f398c0>) 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 0x7f0cf8f39938>) in gradient.
Level 1:tensorflow:Registering Gather (<function _GatherGrad at 0x7f0cf8f399b0>) in gradient.
Level 1:tensorflow:Registering GatherNd (<function _GatherNdGrad at 0x7f0cf8f39a28>) in gradient.
Level 1:tensorflow:Registering CheckNumerics (<function _CheckNumericsGrad at 0x7f0cf8f39b18>) in gradient.
Level 1:tensorflow:Registering Identity (<function _IdGrad at 0x7f0cf8f39aa0>) in gradient.
Level 1:tensorflow:Registering PlaceholderWithDefault (<function _IdGrad at 0x7f0cf8f39aa0>) in gradient.
Level 1:tensorflow:Registering RefIdentity (<function _RefIdGrad at 0x7f0cf8f39b90>) in gradient.
Level 1:tensorflow:Registering StopGradient (None) in gradient.
Level 1:tensorflow:Registering Reshape (<function _ReshapeGrad at 0x7f0cf8f39c80>) in gradient.
Level 1:tensorflow:Registering InvertPermutation (None) in gradient.
Level 1:tensorflow:Registering ExpandDims (<function _ExpandDimsGrad at 0x7f0cf8f39c08>) in gradient.
Level 1:tensorflow:Registering Squeeze (<function _SqueezeGrad at 0x7f0cf8f39de8>) in gradient.
Level 1:tensorflow:Registering Transpose (<function _TransposeGrad at 0x7f0cf8f39e60>) 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 0x7f0cf8f39ed8>) in gradient.
Level 1:tensorflow:Registering BroadcastGradientArgs (None) in gradient.
Level 1:tensorflow:Registering Pad (<function _PadGrad at 0x7f0cf8f39d70>) in gradient.
Level 1:tensorflow:Registering ReverseSequence (<function _ReverseSequenceGrad at 0x7f0cf8f39f50>) in gradient.
Level 1:tensorflow:Registering Reverse (<function _ReverseGrad at 0x7f0cf8f41050>) in gradient.
Level 1:tensorflow:Registering ReverseV2 (<function _ReverseV2Grad at 0x7f0cf8f41140>) in gradient.
Level 1:tensorflow:Registering SpaceToBatch (<function _SpaceToBatchGrad at 0x7f0cf8f411b8>) in gradient.
Level 1:tensorflow:Registering SpaceToBatchND (<function _SpaceToBatchNDGrad at 0x7f0cf8f410c8>) in gradient.
Level 1:tensorflow:Registering BatchToSpace (<function _BatchToSpaceGrad at 0x7f0cf8f41230>) in gradient.
Level 1:tensorflow:Registering BatchToSpaceND (<function _BatchToSpaceNDGrad at 0x7f0cf8f412a8>) in gradient.
Level 1:tensorflow:Registering SpaceToDepth (<function _SpaceToDepthGrad at 0x7f0cf8f41320>) in gradient.
Level 1:tensorflow:Registering DepthToSpace (<function _DepthToSpaceGrad at 0x7f0cf8f41398>) in gradient.
Level 1:tensorflow:Registering OneHot (None) in gradient.
Level 1:tensorflow:Registering MirrorPad (<function _MirrorPadGrad at 0x7f0cf8f41410>) in gradient.
Level 1:tensorflow:Registering MirrorPadGrad (<function _MirrorPadGradGrad at 0x7f0cf8f41500>) in gradient.
Level 1:tensorflow:Registering QuantizeAndDequantize (<function _QuantizeAndDequantizeGrad at 0x7f0cf8f41488>) in gradient.
Level 1:tensorflow:Registering QuantizeAndDequantizeV2 (<function _QuantizeAndDequantizeV2Grad at 0x7f0cf8f41578>) in gradient.
Level 1:tensorflow:Registering ExtractImagePatches (<function _ExtractImagePatchesGrad at 0x7f0cf8f415f0>) in gradient.
Level 1:tensorflow:Registering ScatterNd (<function _ScatterNdGrad at 0x7f0cf8f41668>) in gradient.
Level 1:tensorflow:Registering DynamicPartition (<function _DynamicPartitionGrads at 0x7f0cf8f41e60>) in gradient.
Level 1:tensorflow:Registering DynamicStitch (<function _DynamicStitchGrads at 0x7f0cf8f56aa0>) 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 0x7f0cf8ee39b0>) in gradient.
Level 1:tensorflow:Registering Max (<function _MaxGrad at 0x7f0cf8ef0f50>) in gradient.
Level 1:tensorflow:Registering Min (<function _MinGrad at 0x7f0cf8efe050>) in gradient.
Level 1:tensorflow:Registering Mean (<function _MeanGrad at 0x7f0cf8efe0c8>) in gradient.
Level 1:tensorflow:Registering Prod (<function _ProdGrad at 0x7f0cf8efe140>) in gradient.
Level 1:tensorflow:Registering SegmentSum (<function _SegmentSumGrad at 0x7f0cf8efe1b8>) in gradient.
Level 1:tensorflow:Registering SegmentMean (<function _SegmentMeanGrad at 0x7f0cf8efe2a8>) in gradient.
Level 1:tensorflow:Registering SparseSegmentSum (<function _SparseSegmentSumGrad at 0x7f0cf8efe230>) in gradient.
Level 1:tensorflow:Registering SparseSegmentMean (<function _SparseSegmentMeanGrad at 0x7f0cf8efe320>) in gradient.
Level 1:tensorflow:Registering SparseSegmentSqrtN (<function _SparseSegmentSqrtNGrad at 0x7f0cf8efe398>) in gradient.
Level 1:tensorflow:Registering SegmentMin (<function _SegmentMinGrad at 0x7f0cf8efe488>) in gradient.
Level 1:tensorflow:Registering SegmentMax (<function _SegmentMaxGrad at 0x7f0cf8efe578>) in gradient.
Level 1:tensorflow:Registering UnsortedSegmentSum (<function _UnsortedSegmentSumGrad at 0x7f0cf8efe5f0>) in gradient.
Level 1:tensorflow:Registering UnsortedSegmentMax (<function _UnsortedSegmentMaxGrad at 0x7f0cf8efe500>) in gradient.
Level 1:tensorflow:Registering Abs (<function _AbsGrad at 0x7f0cf8efe668>) in gradient.
Level 1:tensorflow:Registering Neg (<function _NegGrad at 0x7f0cf8efe6e0>) in gradient.
Level 1:tensorflow:Registering Inv (<function _InvGrad at 0x7f0cf8efe758>) in gradient.
Level 1:tensorflow:Registering Reciprocal (<function _ReciprocalGrad at 0x7f0cf8efe7d0>) in gradient.
Level 1:tensorflow:Registering InvGrad (<function _InvGradGrad at 0x7f0cf8efe8c0>) in gradient.
Level 1:tensorflow:Registering ReciprocalGrad (<function _ReciprocalGradGrad at 0x7f0cf8efe938>) in gradient.
Level 1:tensorflow:Registering Square (<function _SquareGrad at 0x7f0cf8efe848>) in gradient.
Level 1:tensorflow:Registering Sqrt (<function _SqrtGrad at 0x7f0cf8efe9b0>) in gradient.
Level 1:tensorflow:Registering SqrtGrad (<function _SqrtGradGrad at 0x7f0cf8efea28>) in gradient.
Level 1:tensorflow:Registering Rsqrt (<function _RsqrtGrad at 0x7f0cf8efeb18>) in gradient.
Level 1:tensorflow:Registering RsqrtGrad (<function _RsqrtGradGrad at 0x7f0cf8efeaa0>) in gradient.
Level 1:tensorflow:Registering Exp (<function _ExpGrad at 0x7f0cf8efec08>) in gradient.
Level 1:tensorflow:Registering Expm1 (<function _Expm1Grad at 0x7f0cf8efeb90>) in gradient.
Level 1:tensorflow:Registering Log (<function _LogGrad at 0x7f0cf8efec80>) in gradient.
Level 1:tensorflow:Registering Log1p (<function _Log1pGrad at 0x7f0cf8efecf8>) in gradient.
Level 1:tensorflow:Registering Tanh (<function _TanhGrad at 0x7f0cf8efed70>) in gradient.
Level 1:tensorflow:Registering TanhGrad (<function _TanhGradGrad at 0x7f0cf8efede8>) in gradient.
Level 1:tensorflow:Registering Erf (<function _ErfGrad at 0x7f0cf8efeed8>) in gradient.
Level 1:tensorflow:Registering Erfc (<function _ErfcGrad at 0x7f0cf8efee60>) in gradient.
Level 1:tensorflow:Registering Lgamma (<function _LgammaGrad at 0x7f0cf8efef50>) in gradient.
Level 1:tensorflow:Registering Digamma (<function _DigammaGrad at 0x7f0cf8f05050>) in gradient.
Level 1:tensorflow:Registering Igamma (<function _IgammaGrad at 0x7f0cf8f05140>) in gradient.
Level 1:tensorflow:Registering Igammac (<function _IgammacGrad at 0x7f0cf8f050c8>) in gradient.
Level 1:tensorflow:Registering Betainc (<function _BetaincGrad at 0x7f0cf8f05230>) in gradient.
Level 1:tensorflow:Registering Zeta (<function _ZetaGrad at 0x7f0cf8f052a8>) in gradient.
Level 1:tensorflow:Registering Polygamma (<function _PolygammaGrad at 0x7f0cf8f051b8>) in gradient.
Level 1:tensorflow:Registering Sigmoid (<function _SigmoidGrad at 0x7f0cf8f05398>) in gradient.
Level 1:tensorflow:Registering SigmoidGrad (<function _SigmoidGradGrad at 0x7f0cf8f05410>) in gradient.
Level 1:tensorflow:Registering Sign (<function _SignGrad at 0x7f0cf8f05320>) in gradient.
Level 1:tensorflow:Registering Sin (<function _SinGrad at 0x7f0cf8f05488>) in gradient.
Level 1:tensorflow:Registering Cos (<function _CosGrad at 0x7f0cf8f05500>) in gradient.
Level 1:tensorflow:Registering Tan (<function _TanGrad at 0x7f0cf8f05578>) in gradient.
Level 1:tensorflow:Registering Asin (<function _AsinGrad at 0x7f0cf8f055f0>) in gradient.
Level 1:tensorflow:Registering Acos (<function _AcosGrad at 0x7f0cf8f05668>) in gradient.
Level 1:tensorflow:Registering Atan (<function _AtanGrad at 0x7f0cf8f056e0>) in gradient.
Level 1:tensorflow:Registering Atan2 (<function _Atan2Grad at 0x7f0cf8f05758>) in gradient.
Level 1:tensorflow:Registering AddN (<function _AddNGrad at 0x7f0cf8f057d0>) in gradient.
Level 1:tensorflow:Registering Add (<function _AddGrad at 0x7f0cf8f05848>) in gradient.
Level 1:tensorflow:Registering Sub (<function _SubGrad at 0x7f0cf8f058c0>) in gradient.
Level 1:tensorflow:Registering Mul (<function _MulGrad at 0x7f0cf8f05938>) in gradient.
Level 1:tensorflow:Registering Div (<function _DivGrad at 0x7f0cf8f059b0>) in gradient.
Level 1:tensorflow:Registering FloorDiv (<function _FloorDivGrad at 0x7f0cf8f05a28>) in gradient.
Level 1:tensorflow:Registering TruncateDiv (<function _TruncateDivGrad at 0x7f0cf8f05b18>) in gradient.
Level 1:tensorflow:Registering RealDiv (<function _RealDivGrad at 0x7f0cf8f05aa0>) in gradient.
Level 1:tensorflow:Registering Pow (<function _PowGrad at 0x7f0cf8f05c08>) in gradient.
Level 1:tensorflow:Registering Maximum (<function _MaximumGrad at 0x7f0cf8f05c80>) in gradient.
Level 1:tensorflow:Registering Minimum (<function _MinimumGrad at 0x7f0cf8f05d70>) in gradient.
Level 1:tensorflow:Registering SquaredDifference (<function _SquaredDifferenceGrad at 0x7f0cf8f05de8>) 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 0x7f0cf8f05cf8>) in gradient.
Level 1:tensorflow:Registering MatMul (<function _MatMulGrad at 0x7f0cf8f05e60>) in gradient.
Level 1:tensorflow:Registering SparseMatMul (<function _SparseMatMulGrad at 0x7f0cf8f05ed8>) in gradient.
Level 1:tensorflow:Registering Floor (<function _FloorGrad at 0x7f0cf8f05f50>) in gradient.
Level 1:tensorflow:Registering Ceil (<function _CeilGrad at 0x7f0cf8f0b050>) in gradient.
Level 1:tensorflow:Registering Round (<function _RoundGrad at 0x7f0cf8f0b0c8>) in gradient.
Level 1:tensorflow:Registering Rint (<function _RintGrad at 0x7f0cf8f0b140>) in gradient.
Level 1:tensorflow:Registering BatchMatMul (<function _BatchMatMul at 0x7f0cf8f0b1b8>) 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 0x7f0cf8f0b2a8>) in gradient.
Level 1:tensorflow:Registering Real (<function _RealGrad at 0x7f0cf8f0b320>) in gradient.
Level 1:tensorflow:Registering Imag (<function _ImagGrad at 0x7f0cf8f0b230>) in gradient.
Level 1:tensorflow:Registering Conj (<function _ConjGrad at 0x7f0cf8f0b398>) in gradient.
Level 1:tensorflow:Registering ComplexAbs (<function _ComplexAbsGrad at 0x7f0cf8f0b410>) in gradient.
Level 1:tensorflow:Registering Cast (<function _CastGrad at 0x7f0cf8f0b500>) in gradient.
Level 1:tensorflow:Registering Cross (<function _CrossGrad at 0x7f0cf8f0b488>) in gradient.
Level 1:tensorflow:Registering Cumsum (<function _CumsumGrad at 0x7f0cf8f0b578>) in gradient.
Level 1:tensorflow:Registering Cumprod (<function _CumprodGrad at 0x7f0cf8f0b5f0>) 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 0x7f0cf8f152a8>) in gradient.
Level 1:tensorflow:Registering SparseAdd (<function _SparseAddGrad at 0x7f0cf8f15320>) in gradient.
Level 1:tensorflow:Registering SparseTensorDenseAdd (<function _SparseTensorDenseAddGrad at 0x7f0cf8f15410>) in gradient.
Level 1:tensorflow:Registering SparseReduceSum (<function _SparseReduceSumGrad at 0x7f0cf8f15398>) in gradient.
Level 1:tensorflow:Registering SparseTensorDenseMatMul (<function _SparseTensorDenseMatMulGrad at 0x7f0cf8f15488>) in gradient.
Level 1:tensorflow:Registering SparseDenseCwiseAdd (<function _SparseDenseCwiseAddGrad at 0x7f0cf8f15500>) in gradient.
Level 1:tensorflow:Registering SparseDenseCwiseMul (<function _SparseDenseCwiseMulGrad at 0x7f0cf8f155f0>) in gradient.
Level 1:tensorflow:Registering SparseDenseCwiseDiv (<function _SparseDenseCwiseDivGrad at 0x7f0cf8f15668>) in gradient.
Level 1:tensorflow:Registering SparseSoftmax (<function _SparseSoftmaxGrad at 0x7f0cf8f156e0>) in gradient.
Level 1:tensorflow:Registering SparseSparseMaximum (<function _SparseSparseMaximumGrad at 0x7f0cf8f15758>) in gradient.
Level 1:tensorflow:Registering SparseSparseMinimum (<function _SparseSparseMinimumGrad at 0x7f0cf8f157d0>) in gradient.
Level 1:tensorflow:Registering FFT (<function _FFTGrad at 0x7f0cf8e9a1b8>) in gradient.
Level 1:tensorflow:Registering IFFT (<function _IFFTGrad at 0x7f0cf8e9a9b0>) in gradient.
Level 1:tensorflow:Registering FFT2D (<function _FFT2DGrad at 0x7f0cf8e9aa28>) in gradient.
Level 1:tensorflow:Registering IFFT2D (<function _IFFT2DGrad at 0x7f0cf8e9aaa0>) in gradient.
Level 1:tensorflow:Registering FFT3D (<function _FFT3DGrad at 0x7f0cf8e9ab18>) in gradient.
Level 1:tensorflow:Registering IFFT3D (<function _IFFT3DGrad at 0x7f0cf8e9ab90>) in gradient.
Level 1:tensorflow:Registering RFFT (<function _Grad at 0x7f0cf8e9acf8>) in gradient.
Level 1:tensorflow:Registering IRFFT (<function _Grad at 0x7f0cf8e9ad70>) in gradient.
Level 1:tensorflow:Registering RFFT2D (<function _Grad at 0x7f0cf8e9ade8>) in gradient.
Level 1:tensorflow:Registering IRFFT2D (<function _Grad at 0x7f0cf8e9ae60>) 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 0x7f0cf8ea7848>) in gradient.
Level 1:tensorflow:Registering TensorArrayReadV2 (<function _TensorArrayReadGrad at 0x7f0cf8ea7848>) in gradient.
Level 1:tensorflow:Registering TensorArrayRead (<function _TensorArrayReadGrad at 0x7f0cf8ea7848>) in gradient.
Level 1:tensorflow:Registering TensorArrayWriteV3 (<function _TensorArrayWriteGrad at 0x7f0cf8ea78c0>) in gradient.
Level 1:tensorflow:Registering TensorArrayWriteV2 (<function _TensorArrayWriteGrad at 0x7f0cf8ea78c0>) in gradient.
Level 1:tensorflow:Registering TensorArrayWrite (<function _TensorArrayWriteGrad at 0x7f0cf8ea78c0>) in gradient.
Level 1:tensorflow:Registering TensorArrayGatherV3 (<function _TensorArrayGatherGrad at 0x7f0cf8ea7938>) in gradient.
Level 1:tensorflow:Registering TensorArrayGatherV2 (<function _TensorArrayGatherGrad at 0x7f0cf8ea7938>) in gradient.
Level 1:tensorflow:Registering TensorArrayGather (<function _TensorArrayGatherGrad at 0x7f0cf8ea7938>) in gradient.
Level 1:tensorflow:Registering TensorArrayScatterV3 (<function _TensorArrayScatterGrad at 0x7f0cf8ea79b0>) in gradient.
Level 1:tensorflow:Registering TensorArrayScatterV2 (<function _TensorArrayScatterGrad at 0x7f0cf8ea79b0>) in gradient.
Level 1:tensorflow:Registering TensorArrayScatter (<function _TensorArrayScatterGrad at 0x7f0cf8ea79b0>) in gradient.
Level 1:tensorflow:Registering TensorArrayConcatV3 (<function _TensorArrayConcatGrad at 0x7f0cf8ea7a28>) in gradient.
Level 1:tensorflow:Registering TensorArrayConcatV2 (<function _TensorArrayConcatGrad at 0x7f0cf8ea7a28>) in gradient.
Level 1:tensorflow:Registering TensorArrayConcat (<function _TensorArrayConcatGrad at 0x7f0cf8ea7a28>) in gradient.
Level 1:tensorflow:Registering TensorArraySplitV3 (<function _TensorArraySplitGrad at 0x7f0cf8ea7aa0>) in gradient.
Level 1:tensorflow:Registering TensorArraySplitV2 (<function _TensorArraySplitGrad at 0x7f0cf8ea7aa0>) in gradient.
Level 1:tensorflow:Registering TensorArraySplit (<function _TensorArraySplitGrad at 0x7f0cf8ea7aa0>) in gradient.
Level 1:tensorflow:Registering SymbolicGradient (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering Switch (<function _SwitchGrad at 0x7f0cf8ecf140>) in gradient.
Level 1:tensorflow:Registering RefSwitch (<function _SwitchGrad at 0x7f0cf8ecf140>) in gradient.
Level 1:tensorflow:Registering Merge (<function _MergeGrad at 0x7f0cf8e61a28>) in gradient.
Level 1:tensorflow:Registering RefMerge (<function _RefMergeGrad at 0x7f0cf8e619b0>) in gradient.
Level 1:tensorflow:Registering Exit (<function _ExitGrad at 0x7f0cf8e61b18>) in gradient.
Level 1:tensorflow:Registering RefExit (<function _ExitGrad at 0x7f0cf8e61b18>) in gradient.
Level 1:tensorflow:Registering NextIteration (<function _NextIterationGrad at 0x7f0cf8e61aa0>) in gradient.
Level 1:tensorflow:Registering RefNextIteration (<function _RefNextIterationGrad at 0x7f0cf8e61b90>) in gradient.
Level 1:tensorflow:Registering Enter (<function _EnterGrad at 0x7f0cf8e61c08>) in gradient.
Level 1:tensorflow:Registering RefEnter (<function _RefEnterGrad at 0x7f0cf8e61c80>) in gradient.
Level 1:tensorflow:Registering LoopCond (<function _LoopCondGrad at 0x7f0cf8e61d70>) in gradient.
Level 1:tensorflow:Registering ResizeNearestNeighbor (<function _ResizeNearestNeighborGrad at 0x7f0cf8e71f50>) in gradient.
Level 1:tensorflow:Registering ResizeBilinear (<function _ResizeBilinearGrad at 0x7f0cf8e93de8>) in gradient.
Level 1:tensorflow:Registering CropAndResize (<function _CropAndResizeGrad at 0x7f0cf8e93e60>) in gradient.
Level 1:tensorflow:Registering MatrixInverse (<function _MatrixInverseGrad at 0x7f0cf8e93f50>) in gradient.
Level 1:tensorflow:Registering MatrixDeterminant (<function _MatrixDeterminantGrad at 0x7f0cf8e186e0>) in gradient.
Level 1:tensorflow:Registering Cholesky (<function _CholeskyGrad at 0x7f0cf8e18758>) in gradient.
Level 1:tensorflow:Registering MatrixSolve (<function _MatrixSolveGrad at 0x7f0cf8e18848>) in gradient.
Level 1:tensorflow:Registering MatrixSolveLs (<function _MatrixSolveLsGrad at 0x7f0cf8e187d0>) in gradient.
Level 1:tensorflow:Registering MatrixTriangularSolve (<function _MatrixTriangularSolveGrad at 0x7f0cf8e188c0>) in gradient.
Level 1:tensorflow:Registering SelfAdjointEigV2 (<function _SelfAdjointEigV2Grad at 0x7f0cf8e18938>) in gradient.
Level 1:tensorflow:Registering Print (<function _PrintGrad at 0x7f0cf8e18a28>) 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 0x7f0cf8ca1320>)) 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 0x7f0cf8c63488>)) in proto functions.
Level 1:tensorflow:Registering Conv2D,flops (<function _calc_conv_flops at 0x7f0cf8c2be60>) in statistical functions.
Level 1:tensorflow:Registering DepthwiseConv2dNative,flops (<function _calc_depthwise_conv_flops at 0x7f0cf8ba8320>) in statistical functions.
Level 1:tensorflow:Registering BiasAdd,flops (<function _calc_bias_add_flops at 0x7f0cf8ba8398>) in statistical functions.
Level 1:tensorflow:Registering Dilation2D,flops (<function _calc_dilation2d_flops at 0x7f0cf8ba8668>) in statistical functions.
Level 1:tensorflow:Registering Conv2DBackpropInput (<function _Conv2DBackpropInputGrad at 0x7f0cf8ba8758>) in gradient.
Level 1:tensorflow:Registering Conv2DBackpropFilter (<function _Conv2DBackpropFilterGrad at 0x7f0cf8ba87d0>) in gradient.
Level 1:tensorflow:Registering Conv3D (<function _Conv3DGrad at 0x7f0cf8ba8848>) in gradient.
Level 1:tensorflow:Registering Conv3DBackpropInputV2 (<function _Conv3DBackpropInputGrad at 0x7f0cf8ba88c0>) in gradient.
Level 1:tensorflow:Registering Conv3DBackpropFilterV2 (<function _Conv3DBackpropFilterGrad at 0x7f0cf8ba8938>) in gradient.
Level 1:tensorflow:Registering AvgPool3D (<function _AvgPool3DGrad at 0x7f0cf8ba89b0>) in gradient.
Level 1:tensorflow:Registering AvgPool3DGrad (<function _AvgPool3DGradGrad at 0x7f0cf8ba8aa0>) in gradient.
Level 1:tensorflow:Registering MaxPool3D (<function _MaxPool3DGrad at 0x7f0cf8ba8a28>) in gradient.
Level 1:tensorflow:Registering MaxPool3DGrad (<function _MaxPool3DGradGrad at 0x7f0cf8ba8b90>) in gradient.
Level 1:tensorflow:Registering MaxPool3DGradGrad (<function _MaxPool3DGradGradGrad at 0x7f0cf8ba8b18>) in gradient.
Level 1:tensorflow:Registering Softmax (<function _SoftmaxGrad at 0x7f0cf8ba8c08>) in gradient.
Level 1:tensorflow:Registering LogSoftmax (<function _LogSoftmaxGrad at 0x7f0cf8ba8cf8>) in gradient.
Level 1:tensorflow:Registering BiasAdd (<function _BiasAddGrad at 0x7f0cf8ba8d70>) in gradient.
Level 1:tensorflow:Registering BiasAddGrad (<function _BiasAddGradGrad at 0x7f0cf8ba8de8>) in gradient.
Level 1:tensorflow:Registering BiasAddV1 (<function _BiasAddGradV1 at 0x7f0cf8ba8c80>) in gradient.
Level 1:tensorflow:Registering Relu (<function _ReluGrad at 0x7f0cf8ba8ed8>) in gradient.
Level 1:tensorflow:Registering EluGrad (<function _EluGradGrad at 0x7f0cf8ba8e60>) in gradient.
Level 1:tensorflow:Registering Relu6 (<function _Relu6Grad at 0x7f0cf8ba8f50>) in gradient.
Level 1:tensorflow:Registering Elu (<function _EluGrad at 0x7f0cf8bb0050>) in gradient.
Level 1:tensorflow:Registering Softplus (<function _SoftplusGrad at 0x7f0cf8bb00c8>) in gradient.
Level 1:tensorflow:Registering SoftplusGrad (<function _SoftplusGradGrad at 0x7f0cf8bb01b8>) in gradient.
Level 1:tensorflow:Registering Softsign (<function _SoftsignGrad at 0x7f0cf8bb0140>) in gradient.
Level 1:tensorflow:Registering ReluGrad (<function _ReluGradGrad at 0x7f0cf8bb02a8>) in gradient.
Level 1:tensorflow:Registering SoftmaxCrossEntropyWithLogits (<function _SoftmaxCrossEntropyWithLogitsGrad at 0x7f0cf8bb0230>) in gradient.
Level 1:tensorflow:Registering SparseSoftmaxCrossEntropyWithLogits (<function _SparseSoftmaxCrossEntropyWithLogitsGrad at 0x7f0cf8bb0398>) in gradient.
Level 1:tensorflow:Registering Conv2D (<function _Conv2DGrad at 0x7f0cf8bb0410>) in gradient.
Level 1:tensorflow:Registering DepthwiseConv2dNative (<function _DepthwiseConv2dNativeGrad at 0x7f0cf8bb0488>) in gradient.
Level 1:tensorflow:Registering Dilation2D (<function _Dilation2DGrad at 0x7f0cf8bb0500>) in gradient.
Level 1:tensorflow:Registering LRN (<function _LRNGrad at 0x7f0cf8bb05f0>) in gradient.
Level 1:tensorflow:Registering AvgPool (<function _AvgPoolGrad at 0x7f0cf8bb0578>) in gradient.
Level 1:tensorflow:Registering AvgPoolGrad (<function _AvgPoolGradGrad at 0x7f0cf8bb06e0>) in gradient.
Level 1:tensorflow:Registering MaxPool (<function _MaxPoolGrad at 0x7f0cf8bb0668>) in gradient.
Level 1:tensorflow:Registering MaxPoolWithArgmax (<function _MaxPoolGradWithArgmax at 0x7f0cf8bb07d0>) in gradient.
Level 1:tensorflow:Registering MaxPoolGrad (<function _MaxPoolGradGrad at 0x7f0cf8bb0758>) in gradient.
Level 1:tensorflow:Registering MaxPoolGradGrad (<function _MaxPoolGradGradGrad at 0x7f0cf8bb0848>) in gradient.
Level 1:tensorflow:Registering FractionalMaxPool (<function _FractionalMaxPoolGrad at 0x7f0cf8bb08c0>) in gradient.
Level 1:tensorflow:Registering FractionalAvgPool (<function _FractionalAvgPoolGrad at 0x7f0cf8bb0938>) in gradient.
Level 1:tensorflow:Registering BatchNormWithGlobalNormalization (<function _BatchNormWithGlobalNormalizationGrad at 0x7f0cf8bb09b0>) in gradient.
Level 1:tensorflow:Registering FusedBatchNorm (<function _FusedBatchNormGrad at 0x7f0cf8bb0a28>) in gradient.
Level 1:tensorflow:Registering L2Loss (<function _L2LossGrad at 0x7f0cf8bb0aa0>) in gradient.
Level 1:tensorflow:Registering TopKV2 (<function _TopKGrad at 0x7f0cf8bb0b18>) in gradient.
Level 1:tensorflow:Registering TopK (<function _TopKGrad at 0x7f0cf8bb0b18>) in gradient.
Level 1:tensorflow:Registering CTCLoss (<function _CTCLossGrad at 0x7f0cf8bb0c08>) 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 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering BigQueryReader (None) in gradient.
Level 1:tensorflow:Registering CudnnRNN (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering CudnnRNNBackprop (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering CudnnRNNCanonicalToParams (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering CudnnRNNParamsSize (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering CudnnRNNParamsToCanonical (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering CudnnRNN (<function _cudnn_rnn_backward at 0x7f0cf8354668>) in gradient.
Level 1:tensorflow:Registering CudnnRNNParamsSize (<function call_cpp_shape_fn at 0x7f0cf9511578>) in shape functions.
Level 1:tensorflow:Registering CudnnRNNParamsToCanonical (<function call_cpp_shape_fn at 0x7f0cf9511578>) in shape functions.
Level 1:tensorflow:Registering CudnnRNNCanonicalToParams (<function call_cpp_shape_fn at 0x7f0cf9511578>) in shape functions.
Level 1:tensorflow:Registering CudnnRNN (<function call_cpp_shape_fn at 0x7f0cf9511578>) in shape functions.
Level 1:tensorflow:Registering CudnnRNNBackprop (<function call_cpp_shape_fn at 0x7f0cf9511578>) in shape functions.
Level 1:tensorflow:Registering ZeroInitializer (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering KmeansPlusPlusInitialization (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering NearestNeighbors (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering MaskedMatmul (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering WALSComputePartialLhsAndRhs (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering SparseFeatureCross (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering SparseFeatureCrossV2 (<function call_without_requiring at 0x7f0cf9511668>) 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 0x7f0cf9511668>) 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 0x7f0cf764a488>)) in proto functions.
Level 1:tensorflow:Registering GRUBlockCell (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering GRUBlockCellGrad (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering GRUBlockCell (<function _GRUBlockCellGrad at 0x7f0cf75de398>) in gradient.
Level 1:tensorflow:Registering BlockLSTM (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering BlockLSTMGrad (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering LSTMBlockCell (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering LSTMBlockCellGrad (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering LSTMBlockCell (<function _LSTMBlockCellGrad at 0x7f0cf75187d0>) in gradient.
Level 1:tensorflow:Registering BlockLSTM (<function _BlockLSTMGrad at 0x7f0cf7518848>) in gradient.
Level 1:tensorflow:Registering BipartiteMatch (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering ImageProjectiveTransform (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering ImageProjectiveTransform (<function call_cpp_shape_fn at 0x7f0cf9511578>) in shape functions.
Level 1:tensorflow:Registering ImageProjectiveTransform (<function _image_projective_transform_grad at 0x7f0cf73afde8>) in gradient.
Level 1:tensorflow:Registering BipartiteMatch (None) in gradient.
Level 1:tensorflow:Registering SingleImageRandomDotStereograms (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering SingleImageRandomDotStereograms (None) in gradient.
Level 1:tensorflow:Registering BytesLimit (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering MaxBytesInUse (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering NcclAllReduce (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering NcclBroadcastRecv (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering NcclBroadcastSend (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering GatherTree (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering StatelessRandomNormal (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering StatelessRandomUniform (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering StatelessTruncatedNormal (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering BestSplits (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering CountExtremelyRandomStats (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering FinishedNodes (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering GrowTree (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering ReinterpretStringToFloat (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering SampleInputs (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering ScatterAddNdim (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering TopNInsert (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering TopNRemove (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering TreePredictions (<function call_without_requiring at 0x7f0cf9511668>) in default shape functions.
Level 1:tensorflow:Registering UpdateFertileSlots (<function call_without_requiring at 0x7f0cf9511668>) 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 0.053s

OK

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