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ner-dl.blstm_10_384_128_120.pb Maven / Gradle / Ivy

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Pchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayReadV3_1TensorArrayReadV3Vchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayReadV3_1/EnterEchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/IdentityXchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayReadV3_1/Enter_1"
/device:GPU:0*
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Vchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayReadV3_1/EnterEnterDchar_repr_lstm/sequential/bidirectional/forward_lstm_1/TensorArray_2"
/device:GPU:0*

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Xchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayReadV3_1/Enter_1Enterschar_repr_lstm/sequential/bidirectional/forward_lstm_1/TensorArrayUnstack_1/TensorArrayScatter/TensorArrayScatterV3"
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Bchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/ConstConstF^char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Identity"
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Lchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/split/split_dimConstF^char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Identity"
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Wchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/split/ReadVariableOp/EnterEnter;char_repr_lstm/sequential/bidirectional/forward_lstm/kernel"
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Bchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/splitSplitLchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/split/split_dimQchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/split/ReadVariableOp"
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Ychar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/split_1/ReadVariableOp/EnterEnter9char_repr_lstm/sequential/bidirectional/forward_lstm/bias"
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Dchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/split_1SplitNchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/split_1/split_dimSchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/split_1/ReadVariableOp"
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Pchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/strided_slice/stackConstF^char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Identity"
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Vchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_2/Minimum/yConstF^char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Identity"
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/device:GPU:0*

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Achar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TileTilePchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayReadV3_1Kchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Tile/multiples"
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Cchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/SelectSelectAchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TileBchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5Gchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Identity_2"
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Echar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1SelectCchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Tile_1Bchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5Gchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Identity_3"
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Gchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_3StridedSliceFchar_repr_lstm/sequential/bidirectional/backward_lstm_1/ReadVariableOpMchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_3/stackOchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_3/stack_1Ochar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_3/stack_2"
/device:GPU:0*
shrink_axis_mask*

ellipsis_mask*

begin_mask*

new_axis_mask*
end_mask
*
Index0*

T0

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@char_repr_lstm/sequential/bidirectional/backward_lstm_1/MatMul_4MatMul=char_repr_lstm/sequential/bidirectional/backward_lstm_1/zerosGchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_3"
/device:GPU:0*
transpose_b(*

T0
*
transpose_a(
?

;char_repr_lstm/sequential/bidirectional/backward_lstm_1/addAddV2?char_repr_lstm/sequential/bidirectional/backward_lstm_1/BiasAdd@char_repr_lstm/sequential/bidirectional/backward_lstm_1/MatMul_4"
/device:GPU:0*

T0

{
?char_repr_lstm/sequential/bidirectional/backward_lstm_1/Const_2Const"
/device:GPU:0*
valueB

*??L>*
dtype0

{
?char_repr_lstm/sequential/bidirectional/backward_lstm_1/Const_3Const"
/device:GPU:0*
valueB

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dtype0

?

;char_repr_lstm/sequential/bidirectional/backward_lstm_1/MulMul;char_repr_lstm/sequential/bidirectional/backward_lstm_1/add?char_repr_lstm/sequential/bidirectional/backward_lstm_1/Const_2"
/device:GPU:0*

T0

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=char_repr_lstm/sequential/bidirectional/backward_lstm_1/Add_1Add;char_repr_lstm/sequential/bidirectional/backward_lstm_1/Mul?char_repr_lstm/sequential/bidirectional/backward_lstm_1/Const_3"
/device:GPU:0*

T0

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Ochar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value/Minimum/yConst"
/device:GPU:0*
valueB

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dtype0

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Mchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value/MinimumMinimum=char_repr_lstm/sequential/bidirectional/backward_lstm_1/Add_1Ochar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value/Minimum/y"
/device:GPU:0*

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Gchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value/yConst"
/device:GPU:0*
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Echar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_valueMaximumMchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value/MinimumGchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value/y"
/device:GPU:0*

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Hchar_repr_lstm/sequential/bidirectional/backward_lstm_1/ReadVariableOp_1ReadVariableOpFchar_repr_lstm/sequential/bidirectional/backward_lstm/recurrent_kernel"
/device:GPU:0*
dtype0

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Mchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_4/stackConst"
/device:GPU:0*
valueB"*
dtype0
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Ochar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_4/stack_1Const"
/device:GPU:0*
valueB"<*
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Ochar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_4/stack_2Const"
/device:GPU:0*
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Gchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_4StridedSliceHchar_repr_lstm/sequential/bidirectional/backward_lstm_1/ReadVariableOp_1Mchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_4/stackOchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_4/stack_1Ochar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_4/stack_2"
/device:GPU:0*
Index0*

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*
shrink_axis_mask*

begin_mask
*

ellipsis_mask*

new_axis_mask*
end_mask

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@char_repr_lstm/sequential/bidirectional/backward_lstm_1/MatMul_5MatMul=char_repr_lstm/sequential/bidirectional/backward_lstm_1/zerosGchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_4"
/device:GPU:0*
transpose_a(*
transpose_b(*

T0

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=char_repr_lstm/sequential/bidirectional/backward_lstm_1/add_2AddV2Achar_repr_lstm/sequential/bidirectional/backward_lstm_1/BiasAdd_1@char_repr_lstm/sequential/bidirectional/backward_lstm_1/MatMul_5"
/device:GPU:0*

T0

{
?char_repr_lstm/sequential/bidirectional/backward_lstm_1/Const_4Const"
/device:GPU:0*
valueB

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dtype0

{
?char_repr_lstm/sequential/bidirectional/backward_lstm_1/Const_5Const"
/device:GPU:0*
valueB

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dtype0

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=char_repr_lstm/sequential/bidirectional/backward_lstm_1/Mul_1Mul=char_repr_lstm/sequential/bidirectional/backward_lstm_1/add_2?char_repr_lstm/sequential/bidirectional/backward_lstm_1/Const_4"
/device:GPU:0*

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=char_repr_lstm/sequential/bidirectional/backward_lstm_1/Add_3Add=char_repr_lstm/sequential/bidirectional/backward_lstm_1/Mul_1?char_repr_lstm/sequential/bidirectional/backward_lstm_1/Const_5"
/device:GPU:0*

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Qchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_1/Minimum/yConst"
/device:GPU:0*
valueB

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Ochar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_1/MinimumMinimum=char_repr_lstm/sequential/bidirectional/backward_lstm_1/Add_3Qchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_1/Minimum/y"
/device:GPU:0*

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Ichar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_1/yConst"
/device:GPU:0*
valueB

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Gchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_1MaximumOchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_1/MinimumIchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_1/y"
/device:GPU:0*

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=char_repr_lstm/sequential/bidirectional/backward_lstm_1/mul_2MulGchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_1?char_repr_lstm/sequential/bidirectional/backward_lstm_1/zeros_1"
/device:GPU:0*

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Hchar_repr_lstm/sequential/bidirectional/backward_lstm_1/ReadVariableOp_2ReadVariableOpFchar_repr_lstm/sequential/bidirectional/backward_lstm/recurrent_kernel"
/device:GPU:0*
dtype0

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Mchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_5/stackConst"
/device:GPU:0*
valueB"<*
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Ochar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_5/stack_1Const"
/device:GPU:0*
valueB"Z*
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/device:GPU:0*
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Gchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_5StridedSliceHchar_repr_lstm/sequential/bidirectional/backward_lstm_1/ReadVariableOp_2Mchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_5/stackOchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_5/stack_1Ochar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_5/stack_2"
/device:GPU:0*
shrink_axis_mask*

begin_mask
*

ellipsis_mask*

new_axis_mask*
end_mask
*

T0
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Index0
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@char_repr_lstm/sequential/bidirectional/backward_lstm_1/MatMul_6MatMul=char_repr_lstm/sequential/bidirectional/backward_lstm_1/zerosGchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_5"
/device:GPU:0*
transpose_a(*
transpose_b(*

T0

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=char_repr_lstm/sequential/bidirectional/backward_lstm_1/add_4AddV2Achar_repr_lstm/sequential/bidirectional/backward_lstm_1/BiasAdd_2@char_repr_lstm/sequential/bidirectional/backward_lstm_1/MatMul_6"
/device:GPU:0*

T0

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*
dtype0

{
?char_repr_lstm/sequential/bidirectional/backward_lstm_1/Const_7Const"
/device:GPU:0*
valueB

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=char_repr_lstm/sequential/bidirectional/backward_lstm_1/Mul_4Mul=char_repr_lstm/sequential/bidirectional/backward_lstm_1/add_6?char_repr_lstm/sequential/bidirectional/backward_lstm_1/Const_6"
/device:GPU:0*

T0

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=char_repr_lstm/sequential/bidirectional/backward_lstm_1/Add_7Add=char_repr_lstm/sequential/bidirectional/backward_lstm_1/Mul_4?char_repr_lstm/sequential/bidirectional/backward_lstm_1/Const_7"
/device:GPU:0*

T0

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Qchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_2/Minimum/yConst"
/device:GPU:0*
valueB

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Ochar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_2/MinimumMinimum=char_repr_lstm/sequential/bidirectional/backward_lstm_1/Add_7Qchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_2/Minimum/y"
/device:GPU:0*

T0

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Ichar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_2/yConst"
/device:GPU:0*
dtype0
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valueB

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Gchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_2MaximumOchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_2/MinimumIchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_2/y"
/device:GPU:0*

T0

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>char_repr_lstm/sequential/bidirectional/backward_lstm_1/Tanh_1Tanh=char_repr_lstm/sequential/bidirectional/backward_lstm_1/add_5"
/device:GPU:0*

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=char_repr_lstm/sequential/bidirectional/backward_lstm_1/mul_5MulGchar_repr_lstm/sequential/bidirectional/backward_lstm_1/clip_by_value_2>char_repr_lstm/sequential/bidirectional/backward_lstm_1/Tanh_1"
/device:GPU:0*

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Echar_repr_lstm/sequential/bidirectional/backward_lstm_1/TensorArray_1
TensorArrayV3Gchar_repr_lstm/sequential/bidirectional/backward_lstm_1/strided_slice_1*
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Echar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Const_3ConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
valueB

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Achar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MulMulAchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/addEchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Const_2"
/device:GPU:0*

T0

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Cchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1AddAchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MulEchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Const_3"
/device:GPU:0*

T0

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Uchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value/Minimum/yConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
valueB

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Schar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value/MinimumMinimumCchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1Uchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value/Minimum/y"
/device:GPU:0*

T0

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Mchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value/yConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
valueB

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Kchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_valueMaximumSchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value/MinimumMchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value/y"
/device:GPU:0*

T0

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Nchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/ReadVariableOp_1ReadVariableOpRchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/ReadVariableOp/EnterG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
dtype0

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Schar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_1/stackConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
valueB"*
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Uchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_1/stack_1ConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
valueB"<*
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Uchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_1/stack_2ConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
valueB"

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Mchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_1StridedSliceNchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/ReadVariableOp_1Schar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_1/stackUchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_1/stack_1Uchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_1/stack_2"
/device:GPU:0*

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Index0*
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Fchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5MatMulHchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity_3Mchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_1"
/device:GPU:0*
transpose_a(*
transpose_b(*

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Cchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2AddV2Gchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_1Fchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5"
/device:GPU:0*

T0

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Echar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Const_4ConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
valueB

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Echar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Const_5ConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
valueB

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Cchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1MulCchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2Echar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Const_4"
/device:GPU:0*

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Cchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3AddCchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1Echar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Const_5"
/device:GPU:0*

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Wchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1/Minimum/yConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
valueB

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Uchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1/MinimumMinimumCchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3Wchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1/Minimum/y"
/device:GPU:0*

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Ochar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1/yConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
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valueB

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Mchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1MaximumUchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1/MinimumOchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1/y"
/device:GPU:0*

T0

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Cchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2MulMchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1Hchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity_4"
/device:GPU:0*

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Nchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/ReadVariableOp_2ReadVariableOpRchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/ReadVariableOp/EnterG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
dtype0

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Schar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_2/stackConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
valueB"<*
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/device:GPU:0*
valueB"Z*
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Uchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_2/stack_2ConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
dtype0*
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Mchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_2StridedSliceNchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/ReadVariableOp_2Schar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_2/stackUchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_2/stack_1Uchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_2/stack_2"
/device:GPU:0*
shrink_axis_mask*

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*

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Index0*

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Fchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_6MatMulHchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity_3Mchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_2"
/device:GPU:0*
transpose_a(*
transpose_b(*

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Cchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4AddV2Gchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_2Fchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_6"
/device:GPU:0*

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Bchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TanhTanhCchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4"
/device:GPU:0*

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Cchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3MulKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_valueBchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Tanh"
/device:GPU:0*

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Cchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_5AddV2Cchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2Cchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3"
/device:GPU:0*

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Nchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/ReadVariableOp_3ReadVariableOpRchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/ReadVariableOp/EnterG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
dtype0

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Schar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_3/stackConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
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/device:GPU:0*
valueB"*
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/device:GPU:0*
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/device:GPU:0*
dtype0*
value	B:

y
$inference/cond_2/rnn_1/range_1/startConst^inference/cond_2/switch_f"
/device:GPU:0*
value	B:
*
dtype0
y
$inference/cond_2/rnn_1/range_1/deltaConst^inference/cond_2/switch_f"
/device:GPU:0*
value	B:

*
dtype0
?

inference/cond_2/rnn_1/range_1Range$inference/cond_2/rnn_1/range_1/startinference/cond_2/rnn_1/Rank_1$inference/cond_2/rnn_1/range_1/delta"
/device:GPU:0*

Tidx0
?

(inference/cond_2/rnn_1/concat_2/values_0Const^inference/cond_2/switch_f"
/device:GPU:0*
valueB"
*
dtype0
y
$inference/cond_2/rnn_1/concat_2/axisConst^inference/cond_2/switch_f"
/device:GPU:0*
dtype0*
value	B:

?

inference/cond_2/rnn_1/concat_2ConcatV2(inference/cond_2/rnn_1/concat_2/values_0inference/cond_2/rnn_1/range_1$inference/cond_2/rnn_1/concat_2/axis"
/device:GPU:0*

T0*

N*

Tidx0
?

"inference/cond_2/rnn_1/transpose_1	Transpose;inference/cond_2/rnn_1/TensorArrayStack/TensorArrayGatherV3inference/cond_2/rnn_1/concat_2"
/device:GPU:0*
Tperm0*

T0
x
inference/cond_2/Squeeze_2Squeeze"inference/cond_2/rnn_1/transpose_1"
/device:GPU:0*
squeeze_dims

*

T0
q
inference/cond_2/concat/axisConst^inference/cond_2/switch_f"
/device:GPU:0*
value	B:

*
dtype0
?

inference/cond_2/concatConcatV2inference/cond_2/ExpandDims_2inference/cond_2/Squeeze_2inference/cond_2/concat/axis"
/device:GPU:0*

T0*

N*

Tidx0
?

"inference/cond_2/ReverseSequence_1ReverseSequenceinference/cond_2/concatinference/cond_2/sub/Switch"
/device:GPU:0*
seq_dim
*

Tlen0*
	batch_dim*

T0
}
(inference/cond_2/Max_1/reduction_indicesConst^inference/cond_2/switch_f"
/device:GPU:0*
value	B:

*
dtype0
?

inference/cond_2/Max_1Max!inference/cond_2/rnn/while/Exit_3(inference/cond_2/Max_1/reduction_indices"
/device:GPU:0*

Tidx0*
	keep_dims(*

T0

{
inference/cond_2/MergeMerge"inference/cond_2/ReverseSequence_1inference/cond_2/Cast"
/device:GPU:0*

N*

T0
p
inference/cond_2/Merge_1Mergeinference/cond_2/Max_1inference/cond_2/Max"
/device:GPU:0*

T0
*

N
B
inference/lossIdentityinference/Mean"
/device:GPU:0*

T0

R
training_1/gradients/ShapeConst"
/device:GPU:0*
valueB*
dtype0
Z
training_1/gradients/grad_ys_0Const"
/device:GPU:0*
valueB

*??*
dtype0

?

training_1/gradients/FillFilltraining_1/gradients/Shapetraining_1/gradients/grad_ys_0"
/device:GPU:0*

T0
*

index_type0
q
training_1/gradients/f_countConst^inference/cond_1/switch_f"
/device:GPU:0*
value	B:
*
dtype0
?

training_1/gradients/f_count_1Entertraining_1/gradients/f_count"
/device:GPU:0*

T0*
is_constant(*
parallel_iterations *8

frame_name*(inference/cond_1/rnn/while/while_context
?

training_1/gradients/MergeMergetraining_1/gradients/f_count_1"training_1/gradients/NextIteration"
/device:GPU:0*

T0*

N
~
training_1/gradients/SwitchSwitchtraining_1/gradients/Merge#inference/cond_1/rnn/while/LoopCond"
/device:GPU:0*

T0
y
training_1/gradients/Add/yConst$^inference/cond_1/rnn/while/Identity"
/device:GPU:0*
dtype0*
value	B:


r
training_1/gradients/AddAddtraining_1/gradients/Switch:1training_1/gradients/Add/y"
/device:GPU:0*

T0
?
"training_1/gradients/NextIteration
NextIterationtraining_1/gradients/AddT^training_1/gradients/inference/cond_1/rnn/while/ExpandDims_grad/Reshape/StackPushV2k^training_1/gradients/inference/cond_1/rnn/while/ReduceLogSumExp/Add_grad/BroadcastGradientArgs/StackPushV2m^training_1/gradients/inference/cond_1/rnn/while/ReduceLogSumExp/Add_grad/BroadcastGradientArgs/StackPushV2_1Y^training_1/gradients/inference/cond_1/rnn/while/ReduceLogSumExp/Exp_grad/mul/StackPushV2`^training_1/gradients/inference/cond_1/rnn/while/ReduceLogSumExp/Log_grad/Reciprocal/StackPushV2a^training_1/gradients/inference/cond_1/rnn/while/ReduceLogSumExp/Reshape_grad/Reshape/StackPushV2k^training_1/gradients/inference/cond_1/rnn/while/ReduceLogSumExp/Sub_grad/BroadcastGradientArgs/StackPushV2m^training_1/gradients/inference/cond_1/rnn/while/ReduceLogSumExp/Sub_grad/BroadcastGradientArgs/StackPushV2_1c^training_1/gradients/inference/cond_1/rnn/while/ReduceLogSumExp/Sum_grad/DynamicStitch/StackPushV2Q^training_1/gradients/inference/cond_1/rnn/while/Select_1_grad/Select/StackPushV2U^training_1/gradients/inference/cond_1/rnn/while/Select_1_grad/zeros_like/StackPushV2w^training_1/gradients/inference/cond_1/rnn/while/TensorArrayReadV3_grad/TensorArrayWrite/TensorArrayWriteV3/StackPushV2]^training_1/gradients/inference/cond_1/rnn/while/add_1_grad/BroadcastGradientArgs/StackPushV2_^training_1/gradients/inference/cond_1/rnn/while/add_1_grad/BroadcastGradientArgs/StackPushV2_1]^training_1/gradients/inference/cond_1/rnn/while/add_2_grad/BroadcastGradientArgs/StackPushV2_^training_1/gradients/inference/cond_1/rnn/while/add_2_grad/BroadcastGradientArgs/StackPushV2_1"
/device:GPU:0*

T0
[
training_1/gradients/f_count_2Exittraining_1/gradients/Switch"
/device:GPU:0*

T0
q
training_1/gradients/b_countConst^inference/cond_1/switch_f"
/device:GPU:0*
dtype0*
value	B:


?

training_1/gradients/b_count_1Entertraining_1/gradients/f_count_2"
/device:GPU:0*

T0*
is_constant(*
parallel_iterations *M

frame_name?=training_1/gradients/inference/cond_1/rnn/while/while_context
?

training_1/gradients/Merge_1Mergetraining_1/gradients/b_count_1$training_1/gradients/NextIteration_1"
/device:GPU:0*

T0*

N
?

!training_1/gradients/GreaterEqualGreaterEqualtraining_1/gradients/Merge_1'training_1/gradients/GreaterEqual/Enter"
/device:GPU:0*

T0
?

'training_1/gradients/GreaterEqual/EnterEntertraining_1/gradients/b_count"
/device:GPU:0*
is_constant(
*
parallel_iterations *M

frame_name?=training_1/gradients/inference/cond_1/rnn/while/while_context*

T0
\
training_1/gradients/b_count_2LoopCond!training_1/gradients/GreaterEqual"
/device:GPU:0
}
training_1/gradients/Switch_1Switchtraining_1/gradients/Merge_1training_1/gradients/b_count_2"
/device:GPU:0*

T0
?

training_1/gradients/SubSubtraining_1/gradients/Switch_1:1'training_1/gradients/GreaterEqual/Enter"
/device:GPU:0*

T0
?

$training_1/gradients/NextIteration_1
NextIterationtraining_1/gradients/SubP^training_1/gradients/inference/cond_1/rnn/while/Select_1_grad/zeros_like/b_sync"
/device:GPU:0*

T0
]
training_1/gradients/b_count_3Exittraining_1/gradients/Switch_1"
/device:GPU:0*

T0
W
training_1/gradients/f_count_3Const"
/device:GPU:0*
value	B:
*
dtype0
?

training_1/gradients/f_count_4Entertraining_1/gradients/f_count_3"
/device:GPU:0*
parallel_iterations *Z

frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context*

T0*
is_constant(
?

training_1/gradients/Merge_2Mergetraining_1/gradients/f_count_4$training_1/gradients/NextIteration_2"
/device:GPU:0*

N*

T0
?

training_1/gradients/Switch_2Switchtraining_1/gradients/Merge_2Echar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/LoopCond"
/device:GPU:0*

T0
?

training_1/gradients/Add_1/yConstF^char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Identity"
/device:GPU:0*
value	B:

*
dtype0
x
training_1/gradients/Add_1Addtraining_1/gradients/Switch_2:1training_1/gradients/Add_1/y"
/device:GPU:0*

T0
?A
$training_1/gradients/NextIteration_2
NextIterationtraining_1/gradients/Add_1^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/StackPushV2_1^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPushV2_1^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPushV2_1s^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/MatMul/StackPushV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_2_grad/MatMul/StackPushV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_3_grad/MatMul/StackPushV2u^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_3_grad/MatMul_1/StackPushV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/StackPushV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/StackPushV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_6_grad/MatMul/StackPushV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_7_grad/MatMul/StackPushV2u^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_7_grad/MatMul_1/StackPushV2q^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_grad/MatMul/StackPushV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/StackPushV2_1o^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_1_grad/Mul_1/StackPushV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/StackPushV2_1o^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_4_grad/Mul_1/StackPushV2}^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPushV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPushV2_1m^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/Mul_1/StackPushV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/StackPushV2w^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/StackPushV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/StackPushV2w^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/StackPushV2q^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_grad/Select/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPushV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_2_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_2_grad/BroadcastGradientArgs/StackPushV2_1^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_4_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_4_grad/BroadcastGradientArgs/StackPushV2_1^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_5_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_5_grad/BroadcastGradientArgs/StackPushV2_1^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_6_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_6_grad/BroadcastGradientArgs/StackPushV2_1}^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_grad/BroadcastGradientArgs/StackPushV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_grad/BroadcastGradientArgs/StackPushV2_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value/Minimum_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value/Minimum_grad/LessEqual/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_1/Minimum_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_1/Minimum_grad/LessEqual/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_1_grad/GreaterEqual/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_2/Minimum_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_2/Minimum_grad/LessEqual/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_2_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_2_grad/GreaterEqual/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_grad/BroadcastGradientArgs/StackPushV2~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_grad/GreaterEqual/StackPushV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPushV2_1m^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/Mul/StackPushV2o^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/Mul_1/StackPushV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPushV2_1m^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/Mul/StackPushV2o^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/Mul_1/StackPushV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPushV2_1m^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul/StackPushV2o^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul_1/StackPushV2"
/device:GPU:0*

T0
]
training_1/gradients/f_count_5Exittraining_1/gradients/Switch_2"
/device:GPU:0*

T0
W
training_1/gradients/b_count_4Const"
/device:GPU:0*
value	B:

*
dtype0
?

training_1/gradients/b_count_5Entertraining_1/gradients/f_count_5"
/device:GPU:0*

T0*
is_constant(*
parallel_iterations *o

frame_namea_training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
?

training_1/gradients/Merge_3Mergetraining_1/gradients/b_count_5$training_1/gradients/NextIteration_3"
/device:GPU:0*

N*

T0
?

#training_1/gradients/GreaterEqual_1GreaterEqualtraining_1/gradients/Merge_3)training_1/gradients/GreaterEqual_1/Enter"
/device:GPU:0*

T0
?
)training_1/gradients/GreaterEqual_1/EnterEntertraining_1/gradients/b_count_4"
/device:GPU:0*
is_constant(
*
parallel_iterations *o

frame_namea_training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context*

T0
^
training_1/gradients/b_count_6LoopCond#training_1/gradients/GreaterEqual_1"
/device:GPU:0
}
training_1/gradients/Switch_3Switchtraining_1/gradients/Merge_3training_1/gradients/b_count_6"
/device:GPU:0*

T0
?

training_1/gradients/Sub_1Subtraining_1/gradients/Switch_3:1)training_1/gradients/GreaterEqual_1/Enter"
/device:GPU:0*

T0
?
$training_1/gradients/NextIteration_3
NextIterationtraining_1/gradients/Sub_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/b_sync"
/device:GPU:0*

T0
]
training_1/gradients/b_count_7Exittraining_1/gradients/Switch_3"
/device:GPU:0*

T0
W
training_1/gradients/f_count_6Const"
/device:GPU:0*
value	B:
*
dtype0
?

training_1/gradients/f_count_7Entertraining_1/gradients/f_count_6"
/device:GPU:0*[

frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0*
is_constant(*
parallel_iterations 
?

training_1/gradients/Merge_4Mergetraining_1/gradients/f_count_7$training_1/gradients/NextIteration_4"
/device:GPU:0*

T0*

N
?

training_1/gradients/Switch_4Switchtraining_1/gradients/Merge_4Fchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/LoopCond"
/device:GPU:0*

T0
?

training_1/gradients/Add_2/yConstG^char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity"
/device:GPU:0*
value	B:

*
dtype0
x
training_1/gradients/Add_2Addtraining_1/gradients/Switch_4:1training_1/gradients/Add_2/y"
/device:GPU:0*

T0
?A
$training_1/gradients/NextIteration_4
NextIterationtraining_1/gradients/Add_2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/StackPushV2_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPushV2_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPushV2_1t^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_1_grad/MatMul/StackPushV2t^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_2_grad/MatMul/StackPushV2t^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/MatMul/StackPushV2v^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/MatMul_1/StackPushV2t^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMul/StackPushV2t^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/StackPushV2t^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_6_grad/MatMul/StackPushV2t^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul/StackPushV2v^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/StackPushV2r^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_grad/MatMul/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/StackPushV2_1p^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Mul_1/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/StackPushV2_1p^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_4_grad/Mul_1/StackPushV2~^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPushV2_1n^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/Mul_1/StackPushV2t^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/StackPushV2x^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/StackPushV2t^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/StackPushV2x^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/StackPushV2r^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_grad/Select/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs/StackPushV2_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/StackPushV2_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_5_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_5_grad/BroadcastGradientArgs/StackPushV2_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_6_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_6_grad/BroadcastGradientArgs/StackPushV2_1~^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/BroadcastGradientArgs/StackPushV2_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value/Minimum_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value/Minimum_grad/LessEqual/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1/Minimum_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1/Minimum_grad/LessEqual/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1_grad/GreaterEqual/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2/Minimum_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2/Minimum_grad/LessEqual/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2_grad/GreaterEqual/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_grad/BroadcastGradientArgs/StackPushV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_grad/GreaterEqual/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPushV2_1n^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul/StackPushV2p^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPushV2_1n^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mul/StackPushV2p^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mul_1/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPushV2_1n^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul/StackPushV2p^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul_1/StackPushV2"
/device:GPU:0*

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/device:GPU:0*

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/device:GPU:0*

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ftraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_2_grad/SwitchSwitchitraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Switch_2_grad/b_switchtraining_1/gradients/b_count_10"
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ftraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_3_grad/SwitchSwitchitraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Switch_3_grad/b_switchtraining_1/gradients/b_count_10"
/device:GPU:0*

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ftraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_4_grad/SwitchSwitchitraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Switch_4_grad/b_switchtraining_1/gradients/b_count_10"
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Enter_4_grad/ExitExitwtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Merge_4_grad/tuple/control_dependency"
/device:GPU:0*

T0

?

dtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Enter_1_grad/ExitExitxtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_1_grad/tuple/control_dependency"
/device:GPU:0*

T0

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dtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Enter_2_grad/ExitExitxtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_2_grad/tuple/control_dependency"
/device:GPU:0*

T0

?

dtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Enter_3_grad/ExitExitxtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_3_grad/tuple/control_dependency"
/device:GPU:0*

T0

?

dtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Enter_4_grad/ExitExitxtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_4_grad/tuple/control_dependency"
/device:GPU:0*

T0

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5training_1/gradients/char_repr_cnn/Reshape_grad/ShapeShape'char_repr_cnn/embedding_lookup/Identity"
/device:GPU:0*

T0
*
out_type0
?

7training_1/gradients/char_repr_cnn/Reshape_grad/ReshapeReshapeHtraining_1/gradients/char_repr_cnn/conv1d/conv1d/ExpandDims_grad/Reshape5training_1/gradients/char_repr_cnn/Reshape_grad/Shape"
/device:GPU:0*

T0
*
Tshape0
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/TensorArrayGradV3TensorArrayGradV3?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/TensorArrayGradV3/Enterytraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Merge_1_grad/tuple/control_dependency_1"
/device:GPU:0*V
_classL
JHloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select* 
sourcetraining_1/gradients
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/TensorArrayGradV3/EnterEnterDchar_repr_lstm/sequential/bidirectional/forward_lstm_1/TensorArray_1"
/device:GPU:0*o

frame_namea_training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context*

T0*V
_classL
JHloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select*
is_constant(
*
parallel_iterations 
?
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training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/gradient_flowIdentityytraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Merge_1_grad/tuple/control_dependency_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/TensorArrayGradV3"
/device:GPU:0*

T0
*V
_classL
JHloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3TensorArrayReadV3?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/TensorArrayGradV3?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/gradient_flow"
/device:GPU:0*
dtype0

?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/ConstConst"
/device:GPU:0*X
_classN
LJloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Identity*
valueB:
?????????
*
dtype0
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/f_accStackV2?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/Const"
/device:GPU:0*X
_classN
LJloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Identity*

stack_name*
	elem_type0
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/EnterEnter?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *Z

frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPushV2StackPushV2?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/EnterEchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Identity^training_1/gradients/Add_1"
/device:GPU:0*

T0*
swap_memory(

?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2
StackPopV2?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2/Enter^training_1/gradients/Sub_1"
/device:GPU:0*
	elem_type0
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2/EnterEnter?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *o

frame_namea_training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
?A
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/b_syncControlTrigger~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/StackPopV2_1~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2_1~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPopV2_1r^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/MatMul/StackPopV2r^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_2_grad/MatMul/StackPopV2r^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_3_grad/MatMul/StackPopV2t^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_3_grad/MatMul_1/StackPopV2r^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/StackPopV2r^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/StackPopV2r^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_6_grad/MatMul/StackPopV2r^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_7_grad/MatMul/StackPopV2t^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_7_grad/MatMul_1/StackPopV2p^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_grad/MatMul/StackPopV2~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/StackPopV2_1n^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_1_grad/Mul_1/StackPopV2~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/StackPopV2_1n^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_4_grad/Mul_1/StackPopV2|^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPopV2~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPopV2_1l^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/Mul_1/StackPopV2r^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/StackPopV2v^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/StackPopV2r^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/StackPopV2v^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/StackPopV2p^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_grad/Select/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_2_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_2_grad/BroadcastGradientArgs/StackPopV2_1~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_4_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_4_grad/BroadcastGradientArgs/StackPopV2_1~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_5_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_5_grad/BroadcastGradientArgs/StackPopV2_1~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_6_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_6_grad/BroadcastGradientArgs/StackPopV2_1|^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_grad/BroadcastGradientArgs/StackPopV2~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_grad/BroadcastGradientArgs/StackPopV2_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value/Minimum_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value/Minimum_grad/LessEqual/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_1/Minimum_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_1/Minimum_grad/LessEqual/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_1_grad/BroadcastGradientArgs/StackPopV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_1_grad/GreaterEqual/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_2/Minimum_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_2/Minimum_grad/LessEqual/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_2_grad/BroadcastGradientArgs/StackPopV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_2_grad/GreaterEqual/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_grad/BroadcastGradientArgs/StackPopV2}^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_grad/GreaterEqual/StackPopV2~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2_1l^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/Mul/StackPopV2n^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/Mul_1/StackPopV2~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPopV2_1l^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/Mul/StackPopV2n^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/Mul_1/StackPopV2~^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPopV2_1l^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul/StackPopV2n^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul_1/StackPopV2"
/device:GPU:0
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/tuple/group_depsNoOpz^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Merge_1_grad/tuple/control_dependency_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3"
/device:GPU:0
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/tuple/control_dependencyIdentity?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/tuple/group_deps"
/device:GPU:0*?

_class?

?
?
loc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3*

T0

?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/tuple/control_dependency_1Identityytraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Merge_1_grad/tuple/control_dependency_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/tuple/group_deps"
/device:GPU:0*

T0
*{
_classq
omloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Switch_1_grad/b_switch
?
jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like	ZerosLikeutraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/StackPopV2"
/device:GPU:0*

T0

?
ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/ConstConst"
/device:GPU:0*U
_classK
IGloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5*
valueB:
?????????
*
dtype0
?
ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/f_accStackV2ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/Const"
/device:GPU:0*U
_classK
IGloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5*

stack_name*
	elem_type0

?
ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/EnterEnterptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/f_acc"
/device:GPU:0*
is_constant(
*
parallel_iterations *Z

frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context*

T0
?
vtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/StackPushV2StackPushV2ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/EnterBchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5^training_1/gradients/Add_1"
/device:GPU:0*
swap_memory(
*

T0

?
utraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/StackPopV2
StackPopV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/StackPopV2/Enter^training_1/gradients/Sub_1"
/device:GPU:0*
	elem_type0

?
{training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/StackPopV2/EnterEnterptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *o

frame_namea_training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
?
ftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/SelectSelectqtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/StackPopV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Merge_3_grad/tuple/control_dependency_1jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like"
/device:GPU:0*

T0

?
ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/ConstConst"
/device:GPU:0*V
_classL
JHloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Tile_1*
valueB:
?????????
*
dtype0
?
ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/f_accStackV2ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/Const"
/device:GPU:0*V
_classL
JHloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Tile_1*

stack_name*
	elem_type0

?
ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/EnterEnterltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *Z

frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
?
rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/StackPushV2StackPushV2ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/EnterCchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Tile_1^training_1/gradients/Add_1"
/device:GPU:0*
swap_memory(
*

T0

?
qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/StackPopV2
StackPopV2wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/StackPopV2/Enter^training_1/gradients/Sub_1"
/device:GPU:0*
	elem_type0

?
wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/StackPopV2/EnterEnterltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *o

frame_namea_training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
?
htraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select_1Selectqtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select/StackPopV2jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_likeytraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Merge_3_grad/tuple/control_dependency_1"
/device:GPU:0*

T0

?
ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/tuple/group_depsNoOpg^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Selecti^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select_1"
/device:GPU:0
?
xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/tuple/control_dependencyIdentityftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Selectq^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/tuple/group_deps"
/device:GPU:0*y
_classo
mkloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select*

T0

?
ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/tuple/control_dependency_1Identityhtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select_1q^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/tuple/group_deps"
/device:GPU:0*

T0
*{
_classq
omloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/Select_1
?
jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like	ZerosLikeutraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/StackPopV2"
/device:GPU:0*

T0

?
ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/ConstConst"
/device:GPU:0*U
_classK
IGloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_5*
valueB:
?????????
*
dtype0
?
ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/f_accStackV2ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/Const"
/device:GPU:0*

stack_name*
	elem_type0
*U
_classK
IGloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_5
?
ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/EnterEnterptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/f_acc"
/device:GPU:0*
is_constant(
*
parallel_iterations *Z

frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context*

T0
?
vtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/StackPushV2StackPushV2ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/EnterBchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_5^training_1/gradients/Add_1"
/device:GPU:0*

T0
*
swap_memory(

?
utraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/StackPopV2
StackPopV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/StackPopV2/Enter^training_1/gradients/Sub_1"
/device:GPU:0*
	elem_type0

?
{training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/StackPopV2/EnterEnterptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like/f_acc"
/device:GPU:0*
parallel_iterations *o

frame_namea_training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context*

T0*
is_constant(

?
ftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/SelectSelectqtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/StackPopV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Merge_4_grad/tuple/control_dependency_1jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_like"
/device:GPU:0*

T0

?
ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/ConstConst"
/device:GPU:0*V
_classL
JHloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Tile_2*
valueB:
?????????
*
dtype0
?
ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/f_accStackV2ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/Const"
/device:GPU:0*V
_classL
JHloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Tile_2*

stack_name*
	elem_type0

?
ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/EnterEnterltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *Z

frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
?
rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/StackPushV2StackPushV2ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/EnterCchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Tile_2^training_1/gradients/Add_1"
/device:GPU:0*

T0
*
swap_memory(

?
qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/StackPopV2
StackPopV2wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/StackPopV2/Enter^training_1/gradients/Sub_1"
/device:GPU:0*
	elem_type0

?
wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/StackPopV2/EnterEnterltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/f_acc"
/device:GPU:0*o

frame_namea_training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context*

T0*
is_constant(
*
parallel_iterations 
?
htraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select_1Selectqtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select/StackPopV2jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/zeros_likeytraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Merge_4_grad/tuple/control_dependency_1"
/device:GPU:0*

T0

?
ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/tuple/group_depsNoOpg^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Selecti^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select_1"
/device:GPU:0
?
xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/tuple/control_dependencyIdentityftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Selectq^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/tuple/group_deps"
/device:GPU:0*

T0
*y
_classo
mkloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select
?
ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/tuple/control_dependency_1Identityhtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select_1q^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/tuple/group_deps"
/device:GPU:0*

T0
*{
_classq
omloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_2_grad/Select_1
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/TensorArrayGradV3TensorArrayGradV3?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/TensorArrayGradV3/Enterztraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_1_grad/tuple/control_dependency_1"
/device:GPU:0*W
_classM
KIloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select* 
sourcetraining_1/gradients
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/TensorArrayGradV3/EnterEnterEchar_repr_lstm/sequential/bidirectional/backward_lstm_1/TensorArray_1"
/device:GPU:0*

T0*W
_classM
KIloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select*
is_constant(
*
parallel_iterations *p

frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/gradient_flowIdentityztraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_1_grad/tuple/control_dependency_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/TensorArrayGradV3"
/device:GPU:0*W
_classM
KIloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select*

T0

?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3TensorArrayReadV3?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/TensorArrayGradV3?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayGrad/gradient_flow"
/device:GPU:0*
dtype0

?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/ConstConst"
/device:GPU:0*Y
_classO
MKloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity*
valueB:
?????????
*
dtype0
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/f_accStackV2?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/Const"
/device:GPU:0*Y
_classO
MKloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity*

stack_name*
	elem_type0
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/EnterEnter?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/f_acc"
/device:GPU:0*
parallel_iterations *[

frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0*
is_constant(

?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPushV2StackPushV2?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/EnterFchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity^training_1/gradients/Add_2"
/device:GPU:0*

T0*
swap_memory(

?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2
StackPopV2?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2/Enter^training_1/gradients/Sub_2"
/device:GPU:0*
	elem_type0
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2/EnterEnter?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/f_acc"
/device:GPU:0*
is_constant(
*
parallel_iterations *p

frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0
?A
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/b_syncControlTrigger^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/StackPopV2_1^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2_1^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPopV2_1s^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_1_grad/MatMul/StackPopV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_2_grad/MatMul/StackPopV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/MatMul/StackPopV2u^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/MatMul_1/StackPopV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMul/StackPopV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/StackPopV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_6_grad/MatMul/StackPopV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul/StackPopV2u^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/StackPopV2q^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_grad/MatMul/StackPopV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/StackPopV2_1o^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Mul_1/StackPopV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/StackPopV2_1o^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_4_grad/Mul_1/StackPopV2}^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPopV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPopV2_1m^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/Mul_1/StackPopV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/StackPopV2w^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/StackPopV2s^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/StackPopV2w^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/StackPopV2q^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_grad/Select/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs/StackPopV2_1^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/StackPopV2_1^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_5_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_5_grad/BroadcastGradientArgs/StackPopV2_1^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_6_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_6_grad/BroadcastGradientArgs/StackPopV2_1}^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/BroadcastGradientArgs/StackPopV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/BroadcastGradientArgs/StackPopV2_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value/Minimum_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value/Minimum_grad/LessEqual/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1/Minimum_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1/Minimum_grad/LessEqual/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1_grad/GreaterEqual/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2/Minimum_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2/Minimum_grad/LessEqual/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2_grad/GreaterEqual/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_grad/BroadcastGradientArgs/StackPopV2~^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_grad/GreaterEqual/StackPopV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2_1m^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul/StackPopV2o^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1/StackPopV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPopV2_1m^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mul/StackPopV2o^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mul_1/StackPopV2^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPopV2?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPopV2_1m^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul/StackPopV2o^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul_1/StackPopV2"
/device:GPU:0
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/tuple/group_depsNoOp{^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_1_grad/tuple/control_dependency_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3"
/device:GPU:0
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/tuple/control_dependencyIdentity?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/tuple/group_deps"
/device:GPU:0*?

_class?

?
?
loc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3*

T0

?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/tuple/control_dependency_1Identityztraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_1_grad/tuple/control_dependency_1?
^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/tuple/group_deps"
/device:GPU:0*

T0
*|
_classr
pnloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Switch_1_grad/b_switch
?
ktraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like	ZerosLikevtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/StackPopV2"
/device:GPU:0*

T0

?
qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/ConstConst"
/device:GPU:0*V
_classL
JHloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5*
valueB:
?????????
*
dtype0
?
qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/f_accStackV2qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/Const"
/device:GPU:0*V
_classL
JHloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5*

stack_name*
	elem_type0

?
qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/EnterEnterqtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *[

frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
?
wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/StackPushV2StackPushV2qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/EnterCchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5^training_1/gradients/Add_2"
/device:GPU:0*

T0
*
swap_memory(

?
vtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/StackPopV2
StackPopV2|training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/StackPopV2/Enter^training_1/gradients/Sub_2"
/device:GPU:0*
	elem_type0

?
|training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/StackPopV2/EnterEnterqtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *p

frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
?
gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/SelectSelectrtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/StackPopV2ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_3_grad/tuple/control_dependency_1ktraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_like"
/device:GPU:0*

T0

?
mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/ConstConst"
/device:GPU:0*W
_classM
KIloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Tile_1*
valueB:
?????????
*
dtype0
?
mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/f_accStackV2mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/Const"
/device:GPU:0*
	elem_type0
*W
_classM
KIloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Tile_1*

stack_name
?
mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/EnterEntermtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *[

frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
?
straining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/StackPushV2StackPushV2mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/EnterDchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Tile_1^training_1/gradients/Add_2"
/device:GPU:0*

T0
*
swap_memory(

?
rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/StackPopV2
StackPopV2xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/StackPopV2/Enter^training_1/gradients/Sub_2"
/device:GPU:0*
	elem_type0

?
xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/StackPopV2/EnterEntermtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/f_acc"
/device:GPU:0*p

frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0*
is_constant(
*
parallel_iterations 
?
itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select_1Selectrtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select/StackPopV2ktraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/zeros_likeztraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_3_grad/tuple/control_dependency_1"
/device:GPU:0*

T0

?
qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/tuple/group_depsNoOph^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Selectj^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select_1"
/device:GPU:0
?
ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/tuple/control_dependencyIdentitygtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Selectr^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/tuple/group_deps"
/device:GPU:0*z
_classp
nlloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select*

T0

?
{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/tuple/control_dependency_1Identityitraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select_1r^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/tuple/group_deps"
/device:GPU:0*

T0
*|
_classr
pnloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/Select_1
?
ktraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like	ZerosLikevtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/StackPopV2"
/device:GPU:0*

T0

?
qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/ConstConst"
/device:GPU:0*V
_classL
JHloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_5*
valueB:
?????????
*
dtype0
?
qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/f_accStackV2qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/Const"
/device:GPU:0*V
_classL
JHloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_5*

stack_name*
	elem_type0

?
qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/EnterEnterqtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/f_acc"
/device:GPU:0*
is_constant(
*
parallel_iterations *[

frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0
?
wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/StackPushV2StackPushV2qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/EnterCchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_5^training_1/gradients/Add_2"
/device:GPU:0*
swap_memory(
*

T0

?
vtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/StackPopV2
StackPopV2|training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/StackPopV2/Enter^training_1/gradients/Sub_2"
/device:GPU:0*
	elem_type0

?
|training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/StackPopV2/EnterEnterqtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like/f_acc"
/device:GPU:0*
is_constant(
*
parallel_iterations *p

frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0
?
gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/SelectSelectrtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/StackPopV2ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_4_grad/tuple/control_dependency_1ktraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_like"
/device:GPU:0*

T0

?
mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/ConstConst"
/device:GPU:0*W
_classM
KIloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Tile_2*
valueB:
?????????
*
dtype0
?
mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/f_accStackV2mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/Const"
/device:GPU:0*
	elem_type0
*W
_classM
KIloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Tile_2*

stack_name
?
mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/EnterEntermtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *[

frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
?
straining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/StackPushV2StackPushV2mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/EnterDchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Tile_2^training_1/gradients/Add_2"
/device:GPU:0*

T0
*
swap_memory(

?
rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/StackPopV2
StackPopV2xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/StackPopV2/Enter^training_1/gradients/Sub_2"
/device:GPU:0*
	elem_type0

?
xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/StackPopV2/EnterEntermtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *p

frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
?
itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select_1Selectrtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select/StackPopV2ktraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/zeros_likeztraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Merge_4_grad/tuple/control_dependency_1"
/device:GPU:0*

T0

?
qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/tuple/group_depsNoOph^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Selectj^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select_1"
/device:GPU:0
?
ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/tuple/control_dependencyIdentitygtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Selectr^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/tuple/group_deps"
/device:GPU:0*

T0
*z
_classp
nlloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select
?
{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/tuple/control_dependency_1Identityitraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select_1r^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/tuple/group_deps"
/device:GPU:0*

T0
*|
_classr
pnloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_2_grad/Select_1
?
training_1/gradients/AddN_13AddNytraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Merge_2_grad/tuple/control_dependency_1?
training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/tuple/control_dependency"
/device:GPU:0*{
_classq
omloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Switch_2_grad/b_switch*

N*

T0

?
htraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_grad/zeros_like	ZerosLikeutraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_1_grad/zeros_like/StackPopV2"
/device:GPU:0*

T0

?
dtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_grad/SelectSelectotraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_grad/Select/StackPopV2training_1/gradients/AddN_13htraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_grad/zeros_like"
/device:GPU:0*

T0

?
jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_grad/Select/ConstConst"
/device:GPU:0*
dtype0*T
_classJ
HFloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Tile*
valueB:
?????????

?
jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_grad/Select/f_accStackV2jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_grad/Select/Const"
/device:GPU:0*

stack_name*
	elem_type0
*T
_classJ
HFloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Tile
?
jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_grad/Select/EnterEnterjtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_grad/Select/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *Z

frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
?
ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_grad/Select/StackPushV2StackPushV2jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Select_grad/Select/EnterAchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Tile^training_1/gradients/Add_1"
/device:GPU:0*

T0
*
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etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_grad/SelectSelectptraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_grad/Select/StackPopV2training_1/gradients/AddN_14itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_grad/zeros_like"
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qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_grad/Select/StackPushV2StackPushV2ktraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_grad/Select/EnterBchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Tile^training_1/gradients/Add_2"
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vtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_grad/Select/StackPopV2/EnterEnterktraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_grad/Select/f_acc"
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htraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul_1/f_accStackV2htraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul_1/Const"
/device:GPU:0*_
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SQloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_2*

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htraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul_1/EnterEnterhtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul_1/f_acc"
/device:GPU:0*

T0*
is_constant(
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frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
?
ntraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul_1/StackPushV2StackPushV2htraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul_1/EnterLchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_2^training_1/gradients/Add_1"
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mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul_1/StackPopV2
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straining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul_1/StackPopV2/EnterEnterhtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul_1/f_acc"
/device:GPU:0*
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frame_namea_training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context*

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btraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Sum_1Sumbtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Mul_1ttraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/BroadcastGradientArgs:1"
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ftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Reshape_1Reshapebtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Sum_1training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPopV2_1"
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mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/tuple/group_depsNoOpe^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Reshapeg^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Reshape_1"
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utraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/tuple/control_dependencyIdentitydtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Reshapen^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/tuple/group_deps"
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wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/tuple/control_dependency_1Identityftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/Reshape_1n^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_5_grad/tuple/group_deps"
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otraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Switch_1_grad_1/NextIteration
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training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/tuple/control_dependency_1"
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training_1/gradients/AddN_16AddNytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_1_grad/tuple/control_dependencywtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Select_grad/tuple/control_dependency"
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/ShapeShapeMchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2"
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etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Shape_1ShapeDchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Tanh_1"
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straining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgsBroadcastGradientArgs~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPopV2?
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/ConstConst"
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/f_accStackV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/Const"
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/EnterEnterytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/f_acc"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPushV2StackPushV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/Enterctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Shape^training_1/gradients/Add_2"
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~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPopV2
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPopV2/Enter^training_1/gradients/Sub_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPopV2/EnterEnterytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*

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frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/Const_1Const"
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/f_acc_1StackV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/Const_1"
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/Enter_1Enter{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/f_acc_1"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/Enter_1etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Shape_1^training_1/gradients/Add_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPopV2_1
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPopV2_1/Enter^training_1/gradients/Sub_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnter{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/f_acc_1"
/device:GPU:0*

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frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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atraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/MulMultraining_1/gradients/AddN_16ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul/StackPopV2"
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gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul/ConstConst"
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gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul/f_accStackV2gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul/Const"
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gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul/EnterEntergtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul/f_acc"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul/StackPushV2StackPushV2gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul/EnterDchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Tanh_1^training_1/gradients/Add_2"
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ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul/StackPopV2
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rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul/StackPopV2/EnterEntergtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul/f_acc"
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frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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atraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/SumSumatraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mulstraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs"
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etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/ReshapeReshapeatraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Sum~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs/StackPopV2"
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul_1Mulntraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul_1/StackPopV2training_1/gradients/AddN_16"
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itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul_1/f_accStackV2itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul_1/Const"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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otraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul_1/StackPushV2StackPushV2itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul_1/EnterMchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2^training_1/gradients/Add_2"
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ntraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul_1/StackPopV2
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frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Sum_1Sumctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Mul_1utraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/BroadcastGradientArgs:1"
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ntraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/tuple/group_depsNoOpf^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Reshapeh^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Reshape_1"
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vtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/tuple/control_dependencyIdentityetraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Reshapeo^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/tuple/group_deps"
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xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/tuple/control_dependency_1Identitygtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/Reshape_1o^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_5_grad/tuple/group_deps"
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ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Switch_1_grad_1/NextIteration
NextIteration?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayWrite/TensorArrayWriteV3_grad/tuple/control_dependency_1"
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qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2_grad/Reshape_1Reshapemtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2_grad/Sum_1otraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2_grad/Shape_1"
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dtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/ReshapeReshape`training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/Sum}training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2"
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frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
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ntraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/Mul_1/StackPushV2StackPushV2htraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/Mul_1/EnterLchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value_1^training_1/gradients/Add_1"
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/device:GPU:0*o

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btraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/Sum_1Sumbtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/Mul_1ttraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_2_grad/BroadcastGradientArgs:1"
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frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
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~training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPushV2StackPushV2xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/Enterbtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/Shape^training_1/gradients/Add_1"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPopV2/EnterEnterxtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*

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ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/Const_1Const"
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ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/f_acc_1StackV2ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/Const_1"
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/device:GPU:0*

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frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
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training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/Enter_1dtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/Shape_1^training_1/gradients/Add_1"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPopV2_1
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ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/Mul/StackPushV2StackPushV2ftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/Mul/EnterAchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Tanh^training_1/gradients/Add_1"
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ntraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/Mul_1/StackPushV2StackPushV2htraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/mul_3_grad/Mul_1/EnterJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/clip_by_value^training_1/gradients/Add_1"
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/ConstConst"
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jhloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Shape*
valueB:
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/f_accStackV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/Const"
/device:GPU:0*v
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jhloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Shape*

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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/EnterEnterytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*

T0*
is_constant(
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parallel_iterations *[

frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPushV2StackPushV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/Enterctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Shape^training_1/gradients/Add_2"
/device:GPU:0*
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T0
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~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPopV2
StackPopV2?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPopV2/Enter^training_1/gradients/Sub_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPopV2/EnterEnterytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*

T0*
is_constant(
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parallel_iterations *p

frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
?
{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/Const_1Const"
/device:GPU:0*x
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/f_acc_1StackV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/Const_1"
/device:GPU:0*x
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ljloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Shape_1*

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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/Enter_1Enter{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/f_acc_1"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *[

frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/Enter_1etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Shape_1^training_1/gradients/Add_2"
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T0*
swap_memory(

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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPopV2_1
StackPopV2?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPopV2_1/Enter^training_1/gradients/Sub_2"
/device:GPU:0*
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnter{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/f_acc_1"
/device:GPU:0*

T0*
is_constant(
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parallel_iterations *p

frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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atraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/SumSum?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2/Minimum_grad/tuple/control_dependencystraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs"
/device:GPU:0*

Tidx0*
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T0

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etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/ReshapeReshapeatraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Sum~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPopV2"
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Sum_1Sum?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_2/Minimum_grad/tuple/control_dependencyutraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs:1"
/device:GPU:0*

Tidx0*
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gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Reshape_1Reshapectraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Sum_1?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/BroadcastGradientArgs/StackPopV2_1"
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T0
*
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ntraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/tuple/group_depsNoOpf^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Reshapeh^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Reshape_1"
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vtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/tuple/control_dependencyIdentityetraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Reshapeo^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/tuple/group_deps"
/device:GPU:0*

T0
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_classn
ljloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Reshape
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xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/tuple/control_dependency_1Identitygtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Reshape_1o^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/tuple/group_deps"
/device:GPU:0*

T0
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_classp
nlloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_7_grad/Reshape_1
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/ShapeShapeMchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1"
/device:GPU:0*
out_type0*

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etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Shape_1ShapeHchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity_4"
/device:GPU:0*
out_type0*

T0

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straining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgsBroadcastGradientArgs~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2_1"
/device:GPU:0*

T0
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/ConstConst"
/device:GPU:0*v
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jhloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Shape*
valueB:
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/f_accStackV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/Const"
/device:GPU:0*v
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jhloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Shape*

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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/EnterEnterytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*
is_constant(
*
parallel_iterations *[

frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPushV2StackPushV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/Enterctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Shape^training_1/gradients/Add_2"
/device:GPU:0*

T0*
swap_memory(

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~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2/Enter^training_1/gradients/Sub_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2/EnterEnterytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*p

frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0*
is_constant(
*
parallel_iterations 
?
{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/Const_1Const"
/device:GPU:0*x
_classn
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/f_acc_1StackV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/Const_1"
/device:GPU:0*x
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ljloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Shape_1*

stack_name*
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/Enter_1Enter{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/f_acc_1"
/device:GPU:0*[

frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0*
is_constant(
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parallel_iterations 
?
?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/Enter_1etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Shape_1^training_1/gradients/Add_2"
/device:GPU:0*
swap_memory(
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T0
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2_1
StackPopV2?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2_1/Enter^training_1/gradients/Sub_2"
/device:GPU:0*
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnter{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/f_acc_1"
/device:GPU:0*
parallel_iterations *p

frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

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is_constant(

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atraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/MulMulvtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_5_grad/tuple/control_dependencyltraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul/StackPopV2"
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T0

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gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul/ConstConst"
/device:GPU:0*[
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gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul/f_accStackV2gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul/Const"
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gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul/EnterEntergtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul/f_acc"
/device:GPU:0*
is_constant(
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0
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mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul/StackPushV2StackPushV2gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul/EnterHchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity_4^training_1/gradients/Add_2"
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swap_memory(
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ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul/StackPopV2
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rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul/StackPopV2/EnterEntergtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul/f_acc"
/device:GPU:0*

T0*
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frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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atraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/SumSumatraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mulstraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs"
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etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/ReshapeReshapeatraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Sum~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2"
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1Mulntraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1/StackPopV2vtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_5_grad/tuple/control_dependency"
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itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1/ConstConst"
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itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1/f_accStackV2itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1/Const"
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itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1/EnterEnteritraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1/f_acc"
/device:GPU:0*
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0
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otraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1/StackPushV2StackPushV2itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1/EnterMchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1^training_1/gradients/Add_2"
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T0
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ntraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1/StackPopV2
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ttraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1/StackPopV2/EnterEnteritraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1/f_acc"
/device:GPU:0*
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frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Sum_1Sumctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Mul_1utraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs:1"
/device:GPU:0*

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gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Reshape_1Reshapectraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Sum_1?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/BroadcastGradientArgs/StackPopV2_1"
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xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/tuple/control_dependency_1Identitygtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/Reshape_1o^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_2_grad/tuple/group_deps"
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/ShapeShapeKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value"
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/ConstConst"
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/Const_1Const"
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/f_acc_1StackV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/Const_1"
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/Enter_1Enter{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/f_acc_1"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/Enter_1etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Shape_1^training_1/gradients/Add_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPopV2_1
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frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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atraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/MulMulxtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_5_grad/tuple/control_dependency_1ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mul/StackPopV2"
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mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mul/StackPushV2StackPushV2gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mul/EnterBchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Tanh^training_1/gradients/Add_2"
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ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mul/StackPopV2
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/device:GPU:0*

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frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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atraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/SumSumatraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mulstraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs"
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etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/ReshapeReshapeatraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Sum~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs/StackPopV2"
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mul_1Mulntraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mul_1/StackPopV2xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_5_grad/tuple/control_dependency_1"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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otraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mul_1/StackPushV2StackPushV2itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mul_1/EnterKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value^training_1/gradients/Add_2"
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Sum_1Sumctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/Mul_1utraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/mul_3_grad/BroadcastGradientArgs:1"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/Enter_1dtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_4_grad/Shape_1^training_1/gradients/Add_1"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/StackPushV2StackPushV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/Enterctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_4_grad/Shape^training_1/gradients/Add_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_4_grad/BroadcastGradientArgs/Enter_1etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_4_grad/Shape_1^training_1/gradients/Add_2"
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/f_acc_1StackV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/Const_1"
/device:GPU:0*

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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/Enter_1Enter{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/f_acc_1"
/device:GPU:0*

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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/Enter_1etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/Shape_1^training_1/gradients/Add_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/StackPopV2_1
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnter{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/f_acc_1"
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etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/ReshapeReshapeatraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/Sum~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs/StackPopV2"
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/Sum_1Sumetraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Tanh_grad/TanhGradutraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/BroadcastGradientArgs:1"
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gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/Reshape_1Reshapectraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/Sum_1?
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ntraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/tuple/group_depsNoOpf^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/Reshapeh^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/Reshape_1"
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xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/tuple/control_dependency_1Identitygtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/Reshape_1o^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_4_grad/tuple/group_deps"
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ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_3_grad/BiasAddGradBiasAddGradutraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_6_grad/tuple/control_dependency"
/device:GPU:0*
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qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_3_grad/tuple/group_depsNoOpm^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_3_grad/BiasAddGradv^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_6_grad/tuple/control_dependency"
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ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_7_grad/MatMul/EnterEnterltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_7_grad/MatMul/f_acc"
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rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_7_grad/MatMul/StackPushV2StackPushV2ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_7_grad/MatMul/EnterLchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/strided_slice_3^training_1/gradients/Add_1"
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ttraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_7_grad/MatMul_1/StackPushV2StackPushV2ntraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_7_grad/MatMul_1/EnterGchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Identity_3^training_1/gradients/Add_1"
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btraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_3_grad/ShapeShapeBchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_1"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/Enter_1dtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_3_grad/Shape_1^training_1/gradients/Add_1"
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ftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_3_grad/Reshape_1Reshapebtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_3_grad/Sum_1training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2_1"
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xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/ConstConst"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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straining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul/StackPushV2StackPushV2mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul/EnterMchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_3^training_1/gradients/Add_2"
/device:GPU:0*
swap_memory(
*

T0

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rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul/StackPopV2
StackPopV2xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul/StackPopV2/Enter^training_1/gradients/Sub_2"
/device:GPU:0*
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xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul/StackPopV2/EnterEntermtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul/f_acc"
/device:GPU:0*p

frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0*
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itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1MatMulttraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/StackPopV2xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_6_grad/tuple/control_dependency_1"
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otraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/ConstConst"
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otraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/f_accStackV2otraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/Const"
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otraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/EnterEnterotraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/f_acc"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0*
is_constant(
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parallel_iterations 
?
utraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/StackPushV2StackPushV2otraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/EnterHchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Identity_3^training_1/gradients/Add_2"
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swap_memory(
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T0

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ttraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/StackPopV2
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ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/StackPopV2/EnterEnterotraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/f_acc"
/device:GPU:0*

T0*
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frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/tuple/group_depsNoOph^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMulj^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1"
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/tuple/control_dependencyIdentitygtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMulr^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/tuple/group_deps"
/device:GPU:0*

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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/tuple/control_dependency_1Identityitraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1r^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/tuple/group_deps"
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/ShapeShapeCchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1"
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etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/Shape_1ShapeEchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Const_5"
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straining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgsBroadcastGradientArgs~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2_1"
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/ConstConst"
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/f_accStackV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/Const"
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/EnterEnterytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/f_acc"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPushV2StackPushV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/Enterctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/Shape^training_1/gradients/Add_2"
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~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2/Enter^training_1/gradients/Sub_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2/EnterEnterytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/f_acc"
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frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/Const_1Const"
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/f_acc_1StackV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/Const_1"
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/Enter_1Enter{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/f_acc_1"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/Enter_1etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/Shape_1^training_1/gradients/Add_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2_1
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2_1/Enter^training_1/gradients/Sub_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnter{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/f_acc_1"
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frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

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atraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/SumSum?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1/Minimum_grad/tuple/control_dependencystraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs"
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etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/ReshapeReshapeatraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/Sum~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs/StackPopV2"
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/Sum_1Sum?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value_1/Minimum_grad/tuple/control_dependencyutraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/BroadcastGradientArgs:1"
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xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/tuple/control_dependency_1Identitygtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/Reshape_1o^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/tuple/group_deps"
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/f_accStackV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/Const"
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/EnterEnterytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/f_acc"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/StackPushV2StackPushV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/Enterctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/Shape^training_1/gradients/Add_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/StackPopV2/EnterEnterytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/f_acc"
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frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/Const_1Const"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/Enter_1etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/Shape_1^training_1/gradients/Add_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/StackPopV2_1
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnter{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs/f_acc_1"
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frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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atraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/SumSum?
training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/clip_by_value/Minimum_grad/tuple/control_dependencystraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_1_grad/BroadcastGradientArgs"
/device:GPU:0*

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/device:GPU:0*

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training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/Enter_1dtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_1_grad/Shape_1^training_1/gradients/Add_1"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/StackPopV2_1
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ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/BroadcastGradientArgsBroadcastGradientArgs{training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPopV2}training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPopV2_1"
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frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
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~training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/BroadcastGradientArgs/Enter_1btraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/Shape_1^training_1/gradients/Add_1"
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/device:GPU:0*

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ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/Mul_1/StackPushV2StackPushV2ftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/Mul_1/Enter@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add^training_1/gradients/Add_1"
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/device:GPU:0*

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dtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/Reshape_1Reshape`training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/Sum_1}training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPopV2_1"
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rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_2_grad/MatMul/StackPushV2StackPushV2ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_2_grad/MatMul/EnterDchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/split:2^training_1/gradients/Add_1"
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straining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/MatMul/StackPushV2StackPushV2mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/MatMul/EnterEchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/split:3^training_1/gradients/Add_2"
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rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/MatMul/StackPopV2
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itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/MatMul_1MatMulttraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/MatMul_1/StackPopV2ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_3_grad/tuple/control_dependency"
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utraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/MatMul_1/StackPushV2StackPushV2otraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/MatMul_1/EnterOchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/TensorArrayReadV3^training_1/gradients/Add_2"
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qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/tuple/group_depsNoOph^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/MatMulj^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_3_grad/MatMul_1"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/Enter_1etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Shape_1^training_1/gradients/Add_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnter{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/f_acc_1"
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atraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/MulMulvtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/tuple/control_dependencygtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Mul/Const"
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etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/ReshapeReshapeatraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Sum~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs/StackPopV2"
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Mul_1Mulntraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Mul_1/StackPopV2vtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Add_3_grad/tuple/control_dependency"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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otraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Mul_1/StackPushV2StackPushV2itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Mul_1/EnterCchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2^training_1/gradients/Add_2"
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ntraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Mul_1/StackPopV2
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ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Sum_1Sumctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Mul_1utraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/BroadcastGradientArgs:1"
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ntraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/tuple/group_depsNoOpf^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Reshapeh^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Reshape_1"
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vtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/tuple/control_dependencyIdentityetraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Reshapeo^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/tuple/group_deps"
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xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/tuple/control_dependency_1Identitygtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/Reshape_1o^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/tuple/group_deps"
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qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/BroadcastGradientArgsBroadcastGradientArgs|training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPopV2~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPopV2_1"
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}training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPushV2StackPushV2wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/BroadcastGradientArgs/Enteratraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/Shape^training_1/gradients/Add_2"
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/BroadcastGradientArgs/Const_1Const"
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frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/BroadcastGradientArgs/Enter_1ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/Shape_1^training_1/gradients/Add_2"
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atraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/Sum_1Sumatraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/Mul_1straining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_grad/BroadcastGradientArgs:1"
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straining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_2_grad/MatMul/StackPushV2StackPushV2mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_2_grad/MatMul/EnterEchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/split:2^training_1/gradients/Add_2"
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs/ConstConst"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs/StackPushV2StackPushV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs/Enterctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/Shape^training_1/gradients/Add_2"
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs/Const_1Const"
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs/f_acc_1StackV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs/Const_1"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs/Enter_1etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/Shape_1^training_1/gradients/Add_2"
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atraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/SumSumvtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/Mul_1_grad/tuple/control_dependencystraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs"
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etraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/ReshapeReshapeatraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/Sum~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/BroadcastGradientArgs/StackPopV2"
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xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/tuple/control_dependency_1Identitygtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/Reshape_1o^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/tuple/group_deps"
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atraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/ShapeShapeEchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd"
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qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/BroadcastGradientArgsBroadcastGradientArgs|training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/BroadcastGradientArgs/StackPopV2~training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/BroadcastGradientArgs/StackPopV2_1"
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}training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/BroadcastGradientArgs/StackPushV2StackPushV2wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/BroadcastGradientArgs/Enteratraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/Shape^training_1/gradients/Add_2"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/BroadcastGradientArgs/StackPopV2/EnterEnterwtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/BroadcastGradientArgs/f_acc"
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training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/BroadcastGradientArgs/Enter_1ctraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/Shape_1^training_1/gradients/Add_2"
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vtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/tuple/control_dependency_1Identityetraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/Reshape_1m^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/tuple/group_deps"
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sqloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_1_grad/BiasAddGrad
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ftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMulMatMulwtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_2_grad/tuple/control_dependency_1qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/StackPopV2"
/device:GPU:0*

T0
*
transpose_a(*
transpose_b(

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ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/ConstConst"
/device:GPU:0*_
_classU
SQloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/strided_slice_1*
valueB:
?????????
*
dtype0
?
ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/f_accStackV2ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/Const"
/device:GPU:0*

stack_name*
	elem_type0
*_
_classU
SQloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/strided_slice_1
?
ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/EnterEnterltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *Z

frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
?
rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/StackPushV2StackPushV2ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/EnterLchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/strided_slice_1^training_1/gradients/Add_1"
/device:GPU:0*

T0
*
swap_memory(

?
qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/StackPopV2
StackPopV2wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/StackPopV2/Enter^training_1/gradients/Sub_1"
/device:GPU:0*
	elem_type0

?
wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/StackPopV2/EnterEnterltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul/f_acc"
/device:GPU:0*
is_constant(
*
parallel_iterations *o

frame_namea_training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context*

T0
?
htraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul_1MatMulstraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_7_grad/MatMul_1/StackPopV2wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_2_grad/tuple/control_dependency_1"
/device:GPU:0*
transpose_b(*

T0
*
transpose_a(

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ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/tuple/group_depsNoOpg^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMuli^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul_1"
/device:GPU:0
?
xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/tuple/control_dependencyIdentityftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMulq^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/tuple/group_deps"
/device:GPU:0*

T0
*y
_classo
mkloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul
?
ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/tuple/control_dependency_1Identityhtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul_1q^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/tuple/group_deps"
/device:GPU:0*

T0
*{
_classq
omloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_5_grad/MatMul_1
?
jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_grad/BiasAddGradBiasAddGradstraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_grad/tuple/control_dependency"
/device:GPU:0*
data_formatNHWC*

T0

?
otraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_grad/tuple/group_depsNoOpk^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_grad/BiasAddGradt^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_grad/tuple/control_dependency"
/device:GPU:0
?
wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_grad/tuple/control_dependencyIdentitystraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_grad/tuple/control_dependencyp^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_grad/tuple/group_deps"
/device:GPU:0*

T0
*u
_classk
igloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_grad/Reshape
?
ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_grad/tuple/control_dependency_1Identityjtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_grad/BiasAddGradp^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_grad/tuple/group_deps"
/device:GPU:0*

T0
*}
_classs
qoloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_grad/BiasAddGrad
?
ftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMulMatMulutraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_grad/tuple/control_dependency_1qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/StackPopV2"
/device:GPU:0*

T0
*
transpose_a(*
transpose_b(

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ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/ConstConst"
/device:GPU:0*]
_classS
QOloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/strided_slice*
valueB:
?????????
*
dtype0
?
ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/f_accStackV2ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/Const"
/device:GPU:0*
	elem_type0
*]
_classS
QOloc:@char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/strided_slice*

stack_name
?
ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/EnterEnterltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *Z

frame_nameLJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
?
rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/StackPushV2StackPushV2ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/EnterJchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/strided_slice^training_1/gradients/Add_1"
/device:GPU:0*

T0
*
swap_memory(

?
qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/StackPopV2
StackPopV2wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/StackPopV2/Enter^training_1/gradients/Sub_1"
/device:GPU:0*
	elem_type0

?
wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/StackPopV2/EnterEnterltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *o

frame_namea_training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/while_context
?
htraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul_1MatMulstraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_7_grad/MatMul_1/StackPopV2utraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/add_grad/tuple/control_dependency_1"
/device:GPU:0*
transpose_a(
*
transpose_b(*

T0

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ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/tuple/group_depsNoOpg^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMuli^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul_1"
/device:GPU:0
?
xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/tuple/control_dependencyIdentityftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMulq^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/tuple/group_deps"
/device:GPU:0*

T0
*y
_classo
mkloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul
?
ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/tuple/control_dependency_1Identityhtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul_1q^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/tuple/group_deps"
/device:GPU:0*

T0
*{
_classq
omloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_4_grad/MatMul_1
?
mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_1_grad/BiasAddGradBiasAddGradvtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/tuple/control_dependency"
/device:GPU:0*

T0
*
data_formatNHWC
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rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_1_grad/tuple/group_depsNoOpn^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_1_grad/BiasAddGradw^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/tuple/control_dependency"
/device:GPU:0
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ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_1_grad/tuple/control_dependencyIdentityvtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/tuple/control_dependencys^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_1_grad/tuple/group_deps"
/device:GPU:0*x
_classn
ljloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/Reshape*

T0

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|training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_1_grad/tuple/control_dependency_1Identitymtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_1_grad/BiasAddGrads^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_1_grad/tuple/group_deps"
/device:GPU:0*

T0
*?

_classv
trloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_1_grad/BiasAddGrad
?
gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMulMatMulxtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/tuple/control_dependency_1rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/StackPopV2"
/device:GPU:0*
transpose_a(*
transpose_b(
*

T0

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mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/ConstConst"
/device:GPU:0*`
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TRloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_1*
valueB:
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mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/f_accStackV2mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/Const"
/device:GPU:0*

stack_name*
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TRloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_1
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mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/EnterEntermtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *[

frame_nameMKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context
?
straining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/StackPushV2StackPushV2mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/EnterMchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice_1^training_1/gradients/Add_2"
/device:GPU:0*
swap_memory(
*

T0

?
rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/StackPopV2
StackPopV2xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/StackPopV2/Enter^training_1/gradients/Sub_2"
/device:GPU:0*
	elem_type0

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xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/StackPopV2/EnterEntermtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul/f_acc"
/device:GPU:0*
parallel_iterations *p

frame_nameb`training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/while_context*

T0*
is_constant(

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itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul_1MatMulttraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/StackPopV2xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_2_grad/tuple/control_dependency_1"
/device:GPU:0*
transpose_a(
*
transpose_b(*

T0

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qtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/tuple/group_depsNoOph^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMulj^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul_1"
/device:GPU:0
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/tuple/control_dependencyIdentitygtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMulr^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/tuple/group_deps"
/device:GPU:0*

T0
*z
_classp
nlloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul
?
{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/tuple/control_dependency_1Identityitraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul_1r^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/tuple/group_deps"
/device:GPU:0*

T0
*|
_classr
pnloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_5_grad/MatMul_1
?
ktraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_grad/BiasAddGradBiasAddGradttraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/tuple/control_dependency"
/device:GPU:0*

T0
*
data_formatNHWC
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ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_grad/tuple/group_depsNoOpl^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_grad/BiasAddGradu^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/tuple/control_dependency"
/device:GPU:0
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xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_grad/tuple/control_dependencyIdentityttraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/tuple/control_dependencyq^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_grad/tuple/group_deps"
/device:GPU:0*

T0
*v
_classl
jhloc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/Reshape
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ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_grad/tuple/control_dependency_1Identityktraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_grad/BiasAddGradq^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_grad/tuple/group_deps"
/device:GPU:0*

T0
*~
_classt
rploc:@training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/BiasAdd_grad/BiasAddGrad
?
gtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMulMatMulvtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/tuple/control_dependency_1rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMul/StackPopV2"
/device:GPU:0*

T0
*
transpose_a(*
transpose_b(

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mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMul/ConstConst"
/device:GPU:0*^
_classT
RPloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice*
valueB:
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dtype0
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mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMul/f_accStackV2mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMul/Const"
/device:GPU:0*^
_classT
RPloc:@char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice*

stack_name*
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mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMul/EnterEntermtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMul/f_acc"
/device:GPU:0*[

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straining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMul/StackPushV2StackPushV2mtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMul/EnterKchar_repr_lstm/sequential/bidirectional/backward_lstm_1/while/strided_slice^training_1/gradients/Add_2"
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rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMul/StackPopV2
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itraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMul_1MatMulttraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_7_grad/MatMul_1/StackPopV2vtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/add_grad/tuple/control_dependency_1"
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ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/tuple/control_dependencyIdentitygtraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMulr^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/tuple/group_deps"
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{training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/tuple/control_dependency_1Identityitraining_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/MatMul_1r^training_1/gradients/char_repr_lstm/sequential/bidirectional/backward_lstm_1/while/MatMul_4_grad/tuple/group_deps"
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ftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/MatMulMatMulytraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_1_grad/tuple/control_dependencyqtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/MatMul/StackPopV2"
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ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/MatMul/EnterEnterltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/MatMul/f_acc"
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rtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/MatMul/StackPushV2StackPushV2ltraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/MatMul/EnterDchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/split:1^training_1/gradients/Add_1"
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htraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/MatMul_1MatMulstraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_3_grad/MatMul_1/StackPopV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_1_grad/tuple/control_dependency"
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ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/tuple/group_depsNoOpg^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/MatMuli^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/MatMul_1"
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xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/tuple/control_dependencyIdentityftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/MatMulq^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/tuple/group_deps"
/device:GPU:0*

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ztraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/tuple/control_dependency_1Identityhtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/MatMul_1q^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_1_grad/tuple/group_deps"
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jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_grad/MatMul/EnterEnterjtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_grad/MatMul/f_acc"
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ptraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_grad/MatMul/StackPushV2StackPushV2jtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_grad/MatMul/EnterBchar_repr_lstm/sequential/bidirectional/forward_lstm_1/while/split^training_1/gradients/Add_1"
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otraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_grad/MatMul/StackPopV2
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utraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_grad/MatMul/StackPopV2/EnterEnterjtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_grad/MatMul/f_acc"
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ftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_grad/MatMul_1MatMulstraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_3_grad/MatMul_1/StackPopV2wtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_grad/tuple/control_dependency"
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xtraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_grad/tuple/control_dependency_1Identityftraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_grad/MatMul_1o^training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/MatMul_grad/tuple/group_deps"
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etraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/split_1_grad/concatConcatV2ytraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_grad/tuple/control_dependency_1{training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_1_grad/tuple/control_dependency_1{training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_2_grad/tuple/control_dependency_1{training_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/BiasAdd_3_grad/tuple/control_dependency_1ktraining_1/gradients/char_repr_lstm/sequential/bidirectional/forward_lstm_1/while/split_1_grad/concat/Const"
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