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ner-dl.blstm-noncontrib_10_1024_128_100.pb Maven / Gradle / Ivy

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achar_repr_lstm/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3TensorArrayScatterV34char_repr_lstm/bidirectional_rnn/fw/fw/TensorArray_1?char_repr_lstm/bidirectional_rnn/fw/fw/TensorArrayUnstack/range0char_repr_lstm/bidirectional_rnn/fw/fw/transpose6char_repr_lstm/bidirectional_rnn/fw/fw/TensorArray_1:1"
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_class9
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0char_repr_lstm/bidirectional_rnn/fw/fw/Maximum/xConst"
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Ccontext_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAddBiasAddBcontext_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMulIcontext_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter"
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7context_repr/lstm-0/bidirectional_rnn/bw/bw/while/MergeMerge7context_repr/lstm-0/bidirectional_rnn/bw/bw/while/Enter?context_repr/lstm-0/bidirectional_rnn/bw/bw/while/NextIteration"
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Ccontext_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAddBiasAddBcontext_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMulIcontext_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter"
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9context_repr/lstm-1/bidirectional_rnn/bw/bw/while/Enter_1Enter0context_repr/lstm-1/bidirectional_rnn/bw/bw/time"
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9context_repr/lstm-1/bidirectional_rnn/bw/bw/while/Enter_2Enter9context_repr/lstm-1/bidirectional_rnn/bw/bw/TensorArray:1"
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9context_repr/lstm-1/bidirectional_rnn/bw/bw/while/Enter_3EnterCcontext_repr/lstm-1/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros"
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9context_repr/lstm-1/bidirectional_rnn/bw/bw/while/Enter_4EnterEcontext_repr/lstm-1/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_1"
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7context_repr/lstm-1/bidirectional_rnn/bw/bw/while/MergeMerge7context_repr/lstm-1/bidirectional_rnn/bw/bw/while/Enter?context_repr/lstm-1/bidirectional_rnn/bw/bw/while/NextIteration"
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Ccontext_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAddBiasAddBcontext_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMulIcontext_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter"
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9context_repr/lstm-2/bidirectional_rnn/fw/fw/while/Enter_3EnterCcontext_repr/lstm-2/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros"
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7context_repr/lstm-2/bidirectional_rnn/fw/fw/while/MergeMerge7context_repr/lstm-2/bidirectional_rnn/fw/fw/while/Enter?context_repr/lstm-2/bidirectional_rnn/fw/fw/while/NextIteration"
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@inference/cond_2/rnn_1/while/TensorArrayWrite/TensorArrayWriteV3TensorArrayWriteV3Finference/cond_2/rnn_1/while/TensorArrayWrite/TensorArrayWriteV3/Enter'inference/cond_2/rnn_1/while/Identity_1#inference/cond_2/rnn_1/while/Select'inference/cond_2/rnn_1/while/Identity_2"
/device:GPU:0*

T0*:
_class0
.,loc:@inference/cond_2/rnn_1/while/ExpandDims
?
Finference/cond_2/rnn_1/while/TensorArrayWrite/TensorArrayWriteV3/EnterEnter"inference/cond_2/rnn_1/TensorArray"
/device:GPU:0*
parallel_iterations *:

frame_name,*inference/cond_2/rnn_1/while/while_context*

T0*
is_constant(
*:
_class0
.,loc:@inference/cond_2/rnn_1/while/ExpandDims
?

$inference/cond_2/rnn_1/while/add_1/yConst&^inference/cond_2/rnn_1/while/Identity"
/device:GPU:0*
dtype0*
value	B:


?

"inference/cond_2/rnn_1/while/add_1Add'inference/cond_2/rnn_1/while/Identity_1$inference/cond_2/rnn_1/while/add_1/y"
/device:GPU:0*

T0
u
*inference/cond_2/rnn_1/while/NextIteration
NextIteration inference/cond_2/rnn_1/while/add"
/device:GPU:0*

T0
y
,inference/cond_2/rnn_1/while/NextIteration_1
NextIteration"inference/cond_2/rnn_1/while/add_1"
/device:GPU:0*

T0
?

,inference/cond_2/rnn_1/while/NextIteration_2
NextIteration@inference/cond_2/rnn_1/while/TensorArrayWrite/TensorArrayWriteV3"
/device:GPU:0*

T0

|
,inference/cond_2/rnn_1/while/NextIteration_3
NextIteration%inference/cond_2/rnn_1/while/Select_1"
/device:GPU:0*

T0
f
!inference/cond_2/rnn_1/while/ExitExit#inference/cond_2/rnn_1/while/Switch"
/device:GPU:0*

T0
j
#inference/cond_2/rnn_1/while/Exit_1Exit%inference/cond_2/rnn_1/while/Switch_1"
/device:GPU:0*

T0
j
#inference/cond_2/rnn_1/while/Exit_2Exit%inference/cond_2/rnn_1/while/Switch_2"
/device:GPU:0*

T0

j
#inference/cond_2/rnn_1/while/Exit_3Exit%inference/cond_2/rnn_1/while/Switch_3"
/device:GPU:0*

T0
?

9inference/cond_2/rnn_1/TensorArrayStack/TensorArraySizeV3TensorArraySizeV3"inference/cond_2/rnn_1/TensorArray#inference/cond_2/rnn_1/while/Exit_2*5
_class+
)'loc:@inference/cond_2/rnn_1/TensorArray
?

3inference/cond_2/rnn_1/TensorArrayStack/range/startConst^inference/cond_2/switch_f*
dtype0*
value	B:
*5
_class+
)'loc:@inference/cond_2/rnn_1/TensorArray
?

3inference/cond_2/rnn_1/TensorArrayStack/range/deltaConst^inference/cond_2/switch_f*
dtype0*
value	B:

*5
_class+
)'loc:@inference/cond_2/rnn_1/TensorArray
?
-inference/cond_2/rnn_1/TensorArrayStack/rangeRange3inference/cond_2/rnn_1/TensorArrayStack/range/start9inference/cond_2/rnn_1/TensorArrayStack/TensorArraySizeV33inference/cond_2/rnn_1/TensorArrayStack/range/delta*

Tidx0*5
_class+
)'loc:@inference/cond_2/rnn_1/TensorArray
?
;inference/cond_2/rnn_1/TensorArrayStack/TensorArrayGatherV3TensorArrayGatherV3"inference/cond_2/rnn_1/TensorArray-inference/cond_2/rnn_1/TensorArrayStack/range#inference/cond_2/rnn_1/while/Exit_2*5
_class+
)'loc:@inference/cond_2/rnn_1/TensorArray*
dtype0*$

element_shape:?????????


w
inference/cond_2/rnn_1/Const_4Const^inference/cond_2/switch_f"
/device:GPU:0*
value
B
:

*
dtype0
r
inference/cond_2/rnn_1/Rank_1Const^inference/cond_2/switch_f"
/device:GPU:0*
value	B:
*
dtype0
y
$inference/cond_2/rnn_1/range_1/startConst^inference/cond_2/switch_f"
/device:GPU:0*
dtype0*
value	B:

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*
value	B:
*
dtype0
?

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*

N*

Tidx0*

T0
?

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

T0*
Tperm0
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*
dtype0*
value	B:


?

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

T0
*

Tidx0*
	keep_dims(
{
inference/cond_2/MergeMerge"inference/cond_2/ReverseSequence_1inference/cond_2/Cast"
/device:GPU:0*

T0*

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

N*

T0

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

T0

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

*
dtype0
?

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

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

T0*
is_constant(
?

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

N*

T0
?

!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*

T0*
is_constant(
*
parallel_iterations *M

frame_name?=training_1/gradients/inference/cond_1/rnn/while/while_context
\
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*
dtype0*
value	B:

?

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

T0*
is_constant(*
parallel_iterations *O

frame_nameA?context_repr/lstm-2/bidirectional_rnn/fw/fw/while/while_context
?

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

T0*

N
?

training_1/gradients/Switch_2Switchtraining_1/gradients/Merge_2:context_repr/lstm-2/bidirectional_rnn/fw/fw/while/LoopCond"
/device:GPU:0*

T0
?

training_1/gradients/Add_1/yConst;^context_repr/lstm-2/bidirectional_rnn/fw/fw/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
?
$training_1/gradients/NextIteration_2
NextIterationtraining_1/gradients/Add_1l^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/Select_1_grad/zeros_like/StackPushV2h^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/Select_2_grad/Select/StackPushV2l^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/Select_2_grad/zeros_like/StackPushV2?
^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/TensorArrayReadV3_grad/TensorArrayWrite/TensorArrayWriteV3/StackPushV2r^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2~^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2_1|^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPushV2p^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPushV2~^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/StackPushV2n^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/StackPushV2~^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/Mul/StackPushV2n^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/Mul_1/StackPushV2|^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2~^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/mul_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 *d

frame_nameVTtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/while_context
?

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

T0*

N
?

#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*

T0*
is_constant(
*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/while_context
^
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_1g^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/Select_2_grad/zeros_like/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*
parallel_iterations *O

frame_nameA?context_repr/lstm-2/bidirectional_rnn/bw/bw/while/while_context*

T0*
is_constant(
?

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_4:context_repr/lstm-2/bidirectional_rnn/bw/bw/while/LoopCond"
/device:GPU:0*

T0
?

training_1/gradients/Add_2/yConst;^context_repr/lstm-2/bidirectional_rnn/bw/bw/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
?
$training_1/gradients/NextIteration_4
NextIterationtraining_1/gradients/Add_2l^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/StackPushV2h^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_2_grad/Select/StackPushV2l^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_2_grad/zeros_like/StackPushV2?
^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/TensorArrayReadV3_grad/TensorArrayWrite/TensorArrayWriteV3/StackPushV2r^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2~^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2_1|^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPushV2p^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/StackPushV2~^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/StackPushV2n^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/StackPushV2~^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/Mul/StackPushV2n^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/Mul_1/StackPushV2|^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2~^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/StackPushV2"
/device:GPU:0*

T0
]
training_1/gradients/f_count_8Exittraining_1/gradients/Switch_4"
/device:GPU:0*

T0
W
training_1/gradients/b_count_8Const"
/device:GPU:0*
value	B:

*
dtype0
?

training_1/gradients/b_count_9Entertraining_1/gradients/f_count_8"
/device:GPU:0*

T0*
is_constant(*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/while_context
?

training_1/gradients/Merge_5Mergetraining_1/gradients/b_count_9$training_1/gradients/NextIteration_5"
/device:GPU:0*

N*

T0
?

#training_1/gradients/GreaterEqual_2GreaterEqualtraining_1/gradients/Merge_5)training_1/gradients/GreaterEqual_2/Enter"
/device:GPU:0*

T0
?

)training_1/gradients/GreaterEqual_2/EnterEntertraining_1/gradients/b_count_8"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/while_context
_
training_1/gradients/b_count_10LoopCond#training_1/gradients/GreaterEqual_2"
/device:GPU:0
~
training_1/gradients/Switch_5Switchtraining_1/gradients/Merge_5training_1/gradients/b_count_10"
/device:GPU:0*

T0
?

training_1/gradients/Sub_2Subtraining_1/gradients/Switch_5:1)training_1/gradients/GreaterEqual_2/Enter"
/device:GPU:0*

T0
?

$training_1/gradients/NextIteration_5
NextIterationtraining_1/gradients/Sub_2g^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_2_grad/zeros_like/b_sync"
/device:GPU:0*

T0
^
training_1/gradients/b_count_11Exittraining_1/gradients/Switch_5"
/device:GPU:0*

T0
W
training_1/gradients/f_count_9Const"
/device:GPU:0*
value	B:
*
dtype0
?

training_1/gradients/f_count_10Entertraining_1/gradients/f_count_9"
/device:GPU:0*

T0*
is_constant(*
parallel_iterations *O

frame_nameA?context_repr/lstm-1/bidirectional_rnn/fw/fw/while/while_context
?

training_1/gradients/Merge_6Mergetraining_1/gradients/f_count_10$training_1/gradients/NextIteration_6"
/device:GPU:0*

N*

T0
?

training_1/gradients/Switch_6Switchtraining_1/gradients/Merge_6:context_repr/lstm-1/bidirectional_rnn/fw/fw/while/LoopCond"
/device:GPU:0*

T0
?

training_1/gradients/Add_3/yConst;^context_repr/lstm-1/bidirectional_rnn/fw/fw/while/Identity"
/device:GPU:0*
value	B:

*
dtype0
x
training_1/gradients/Add_3Addtraining_1/gradients/Switch_6:1training_1/gradients/Add_3/y"
/device:GPU:0*

T0
?
$training_1/gradients/NextIteration_6
NextIterationtraining_1/gradients/Add_3l^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/Select_1_grad/zeros_like/StackPushV2h^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/Select_2_grad/Select/StackPushV2l^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/Select_2_grad/zeros_like/StackPushV2?
^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/TensorArrayReadV3_grad/TensorArrayWrite/TensorArrayWriteV3/StackPushV2r^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2~^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2_1|^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPushV2p^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPushV2~^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/StackPushV2n^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/StackPushV2~^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/Mul/StackPushV2n^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/Mul_1/StackPushV2|^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2~^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Mul_1/StackPushV2"
/device:GPU:0*

T0
^
training_1/gradients/f_count_11Exittraining_1/gradients/Switch_6"
/device:GPU:0*

T0
X
training_1/gradients/b_count_12Const"
/device:GPU:0*
value	B:

*
dtype0
?

training_1/gradients/b_count_13Entertraining_1/gradients/f_count_11"
/device:GPU:0*

T0*
is_constant(*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/while_context
?

training_1/gradients/Merge_7Mergetraining_1/gradients/b_count_13$training_1/gradients/NextIteration_7"
/device:GPU:0*

T0*

N
?

#training_1/gradients/GreaterEqual_3GreaterEqualtraining_1/gradients/Merge_7)training_1/gradients/GreaterEqual_3/Enter"
/device:GPU:0*

T0
?

)training_1/gradients/GreaterEqual_3/EnterEntertraining_1/gradients/b_count_12"
/device:GPU:0*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/while_context*

T0*
is_constant(

_
training_1/gradients/b_count_14LoopCond#training_1/gradients/GreaterEqual_3"
/device:GPU:0
~
training_1/gradients/Switch_7Switchtraining_1/gradients/Merge_7training_1/gradients/b_count_14"
/device:GPU:0*

T0
?

training_1/gradients/Sub_3Subtraining_1/gradients/Switch_7:1)training_1/gradients/GreaterEqual_3/Enter"
/device:GPU:0*

T0
?

$training_1/gradients/NextIteration_7
NextIterationtraining_1/gradients/Sub_3g^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/Select_2_grad/zeros_like/b_sync"
/device:GPU:0*

T0
^
training_1/gradients/b_count_15Exittraining_1/gradients/Switch_7"
/device:GPU:0*

T0
X
training_1/gradients/f_count_12Const"
/device:GPU:0*
value	B:
*
dtype0
?

training_1/gradients/f_count_13Entertraining_1/gradients/f_count_12"
/device:GPU:0*
parallel_iterations *O

frame_nameA?context_repr/lstm-1/bidirectional_rnn/bw/bw/while/while_context*

T0*
is_constant(
?

training_1/gradients/Merge_8Mergetraining_1/gradients/f_count_13$training_1/gradients/NextIteration_8"
/device:GPU:0*

T0*

N
?

training_1/gradients/Switch_8Switchtraining_1/gradients/Merge_8:context_repr/lstm-1/bidirectional_rnn/bw/bw/while/LoopCond"
/device:GPU:0*

T0
?

training_1/gradients/Add_4/yConst;^context_repr/lstm-1/bidirectional_rnn/bw/bw/while/Identity"
/device:GPU:0*
value	B:

*
dtype0
x
training_1/gradients/Add_4Addtraining_1/gradients/Switch_8:1training_1/gradients/Add_4/y"
/device:GPU:0*

T0
?
$training_1/gradients/NextIteration_8
NextIterationtraining_1/gradients/Add_4l^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/StackPushV2h^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/Select_2_grad/Select/StackPushV2l^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/Select_2_grad/zeros_like/StackPushV2?
^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/TensorArrayReadV3_grad/TensorArrayWrite/TensorArrayWriteV3/StackPushV2r^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2~^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2_1|^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPushV2p^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/StackPushV2~^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/StackPushV2n^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/StackPushV2~^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/Mul/StackPushV2n^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/Mul_1/StackPushV2|^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2~^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/StackPushV2"
/device:GPU:0*

T0
^
training_1/gradients/f_count_14Exittraining_1/gradients/Switch_8"
/device:GPU:0*

T0
X
training_1/gradients/b_count_16Const"
/device:GPU:0*
value	B:

*
dtype0
?

training_1/gradients/b_count_17Entertraining_1/gradients/f_count_14"
/device:GPU:0*

T0*
is_constant(*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/while_context
?

training_1/gradients/Merge_9Mergetraining_1/gradients/b_count_17$training_1/gradients/NextIteration_9"
/device:GPU:0*

T0*

N
?

#training_1/gradients/GreaterEqual_4GreaterEqualtraining_1/gradients/Merge_9)training_1/gradients/GreaterEqual_4/Enter"
/device:GPU:0*

T0
?

)training_1/gradients/GreaterEqual_4/EnterEntertraining_1/gradients/b_count_16"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/while_context
_
training_1/gradients/b_count_18LoopCond#training_1/gradients/GreaterEqual_4"
/device:GPU:0
~
training_1/gradients/Switch_9Switchtraining_1/gradients/Merge_9training_1/gradients/b_count_18"
/device:GPU:0*

T0
?

training_1/gradients/Sub_4Subtraining_1/gradients/Switch_9:1)training_1/gradients/GreaterEqual_4/Enter"
/device:GPU:0*

T0
?

$training_1/gradients/NextIteration_9
NextIterationtraining_1/gradients/Sub_4g^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/Select_2_grad/zeros_like/b_sync"
/device:GPU:0*

T0
^
training_1/gradients/b_count_19Exittraining_1/gradients/Switch_9"
/device:GPU:0*

T0
X
training_1/gradients/f_count_15Const"
/device:GPU:0*
dtype0*
value	B:

?

training_1/gradients/f_count_16Entertraining_1/gradients/f_count_15"
/device:GPU:0*

T0*
is_constant(*
parallel_iterations *O

frame_nameA?context_repr/lstm-0/bidirectional_rnn/fw/fw/while/while_context
?

training_1/gradients/Merge_10Mergetraining_1/gradients/f_count_16%training_1/gradients/NextIteration_10"
/device:GPU:0*

T0*

N
?

training_1/gradients/Switch_10Switchtraining_1/gradients/Merge_10:context_repr/lstm-0/bidirectional_rnn/fw/fw/while/LoopCond"
/device:GPU:0*

T0
?

training_1/gradients/Add_5/yConst;^context_repr/lstm-0/bidirectional_rnn/fw/fw/while/Identity"
/device:GPU:0*
value	B:

*
dtype0
y
training_1/gradients/Add_5Add training_1/gradients/Switch_10:1training_1/gradients/Add_5/y"
/device:GPU:0*

T0
?
%training_1/gradients/NextIteration_10
NextIterationtraining_1/gradients/Add_5l^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/Select_1_grad/zeros_like/StackPushV2h^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/Select_2_grad/Select/StackPushV2l^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/Select_2_grad/zeros_like/StackPushV2?
^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/TensorArrayReadV3_grad/TensorArrayWrite/TensorArrayWriteV3/StackPushV2r^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2~^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2_1|^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPushV2p^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPushV2~^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/StackPushV2n^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/StackPushV2~^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/Mul/StackPushV2n^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/Mul_1/StackPushV2|^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2~^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Mul_1/StackPushV2"
/device:GPU:0*

T0
_
training_1/gradients/f_count_17Exittraining_1/gradients/Switch_10"
/device:GPU:0*

T0
X
training_1/gradients/b_count_20Const"
/device:GPU:0*
dtype0*
value	B:


?

training_1/gradients/b_count_21Entertraining_1/gradients/f_count_17"
/device:GPU:0*

T0*
is_constant(*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/while_context
?

training_1/gradients/Merge_11Mergetraining_1/gradients/b_count_21%training_1/gradients/NextIteration_11"
/device:GPU:0*

T0*

N
?

#training_1/gradients/GreaterEqual_5GreaterEqualtraining_1/gradients/Merge_11)training_1/gradients/GreaterEqual_5/Enter"
/device:GPU:0*

T0
?

)training_1/gradients/GreaterEqual_5/EnterEntertraining_1/gradients/b_count_20"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/while_context
_
training_1/gradients/b_count_22LoopCond#training_1/gradients/GreaterEqual_5"
/device:GPU:0
?

training_1/gradients/Switch_11Switchtraining_1/gradients/Merge_11training_1/gradients/b_count_22"
/device:GPU:0*

T0
?

training_1/gradients/Sub_5Sub training_1/gradients/Switch_11:1)training_1/gradients/GreaterEqual_5/Enter"
/device:GPU:0*

T0
?

%training_1/gradients/NextIteration_11
NextIterationtraining_1/gradients/Sub_5g^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/Select_2_grad/zeros_like/b_sync"
/device:GPU:0*

T0
_
training_1/gradients/b_count_23Exittraining_1/gradients/Switch_11"
/device:GPU:0*

T0
X
training_1/gradients/f_count_18Const"
/device:GPU:0*
dtype0*
value	B:

?

training_1/gradients/f_count_19Entertraining_1/gradients/f_count_18"
/device:GPU:0*

T0*
is_constant(*
parallel_iterations *O

frame_nameA?context_repr/lstm-0/bidirectional_rnn/bw/bw/while/while_context
?

training_1/gradients/Merge_12Mergetraining_1/gradients/f_count_19%training_1/gradients/NextIteration_12"
/device:GPU:0*

T0*

N
?

training_1/gradients/Switch_12Switchtraining_1/gradients/Merge_12:context_repr/lstm-0/bidirectional_rnn/bw/bw/while/LoopCond"
/device:GPU:0*

T0
?

training_1/gradients/Add_6/yConst;^context_repr/lstm-0/bidirectional_rnn/bw/bw/while/Identity"
/device:GPU:0*
value	B:

*
dtype0
y
training_1/gradients/Add_6Add training_1/gradients/Switch_12:1training_1/gradients/Add_6/y"
/device:GPU:0*

T0
?
%training_1/gradients/NextIteration_12
NextIterationtraining_1/gradients/Add_6l^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/StackPushV2h^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/Select_2_grad/Select/StackPushV2l^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/Select_2_grad/zeros_like/StackPushV2?
^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/TensorArrayReadV3_grad/TensorArrayWrite/TensorArrayWriteV3/StackPushV2r^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2~^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2_1|^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPushV2p^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/StackPushV2~^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/StackPushV2n^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/StackPushV2~^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2?
^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/Mul/StackPushV2n^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/Mul_1/StackPushV2|^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2~^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2_1l^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/StackPushV2"
/device:GPU:0*

T0
_
training_1/gradients/f_count_20Exittraining_1/gradients/Switch_12"
/device:GPU:0*

T0
X
training_1/gradients/b_count_24Const"
/device:GPU:0*
value	B:

*
dtype0
?

training_1/gradients/b_count_25Entertraining_1/gradients/f_count_20"
/device:GPU:0*

T0*
is_constant(*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/while_context
?

training_1/gradients/Merge_13Mergetraining_1/gradients/b_count_25%training_1/gradients/NextIteration_13"
/device:GPU:0*

N*

T0
?

#training_1/gradients/GreaterEqual_6GreaterEqualtraining_1/gradients/Merge_13)training_1/gradients/GreaterEqual_6/Enter"
/device:GPU:0*

T0
?

)training_1/gradients/GreaterEqual_6/EnterEntertraining_1/gradients/b_count_24"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/while_context
_
training_1/gradients/b_count_26LoopCond#training_1/gradients/GreaterEqual_6"
/device:GPU:0
?

training_1/gradients/Switch_13Switchtraining_1/gradients/Merge_13training_1/gradients/b_count_26"
/device:GPU:0*

T0
?

training_1/gradients/Sub_6Sub training_1/gradients/Switch_13:1)training_1/gradients/GreaterEqual_6/Enter"
/device:GPU:0*

T0
?

%training_1/gradients/NextIteration_13
NextIterationtraining_1/gradients/Sub_6g^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/Select_2_grad/zeros_like/b_sync"
/device:GPU:0*

T0
_
training_1/gradients/b_count_27Exittraining_1/gradients/Switch_13"
/device:GPU:0*

T0
X
training_1/gradients/f_count_21Const"
/device:GPU:0*
value	B:
*
dtype0
?

training_1/gradients/f_count_22Entertraining_1/gradients/f_count_21"
/device:GPU:0*

T0*
is_constant(*
parallel_iterations *J

frame_name<:char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
?

training_1/gradients/Merge_14Mergetraining_1/gradients/f_count_22%training_1/gradients/NextIteration_14"
/device:GPU:0*

N*

T0
?

training_1/gradients/Switch_14Switchtraining_1/gradients/Merge_145char_repr_lstm/bidirectional_rnn/fw/fw/while/LoopCond"
/device:GPU:0*

T0
?

training_1/gradients/Add_7/yConst6^char_repr_lstm/bidirectional_rnn/fw/fw/while/Identity"
/device:GPU:0*
value	B:

*
dtype0
y
training_1/gradients/Add_7Add training_1/gradients/Switch_14:1training_1/gradients/Add_7/y"
/device:GPU:0*

T0
?
%training_1/gradients/NextIteration_14
NextIterationtraining_1/gradients/Add_7g^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/Select_1_grad/zeros_like/StackPushV2c^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/Select_2_grad/Select/StackPushV2g^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/Select_2_grad/zeros_like/StackPushV2?
^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/TensorArrayReadV3_grad/TensorArrayWrite/TensorArrayWriteV3/StackPushV2m^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2y^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2{^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2_1w^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPushV2k^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPushV2y^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2{^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2_1g^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/StackPushV2i^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/StackPushV2y^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2{^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2_1g^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/Mul/StackPushV2i^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_2_grad/Mul_1/StackPushV2w^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2y^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2_1g^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Mul_1/StackPushV2"
/device:GPU:0*

T0
_
training_1/gradients/f_count_23Exittraining_1/gradients/Switch_14"
/device:GPU:0*

T0
X
training_1/gradients/b_count_28Const"
/device:GPU:0*
value	B:

*
dtype0
?

training_1/gradients/b_count_29Entertraining_1/gradients/f_count_23"
/device:GPU:0*
parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context*

T0*
is_constant(
?

training_1/gradients/Merge_15Mergetraining_1/gradients/b_count_29%training_1/gradients/NextIteration_15"
/device:GPU:0*

T0*

N
?

#training_1/gradients/GreaterEqual_7GreaterEqualtraining_1/gradients/Merge_15)training_1/gradients/GreaterEqual_7/Enter"
/device:GPU:0*

T0
?

)training_1/gradients/GreaterEqual_7/EnterEntertraining_1/gradients/b_count_28"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
_
training_1/gradients/b_count_30LoopCond#training_1/gradients/GreaterEqual_7"
/device:GPU:0
?

training_1/gradients/Switch_15Switchtraining_1/gradients/Merge_15training_1/gradients/b_count_30"
/device:GPU:0*

T0
?

training_1/gradients/Sub_7Sub training_1/gradients/Switch_15:1)training_1/gradients/GreaterEqual_7/Enter"
/device:GPU:0*

T0
?

%training_1/gradients/NextIteration_15
NextIterationtraining_1/gradients/Sub_7b^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/Select_2_grad/zeros_like/b_sync"
/device:GPU:0*

T0
_
training_1/gradients/b_count_31Exittraining_1/gradients/Switch_15"
/device:GPU:0*

T0
X
training_1/gradients/f_count_24Const"
/device:GPU:0*
value	B:
*
dtype0
?

training_1/gradients/f_count_25Entertraining_1/gradients/f_count_24"
/device:GPU:0*
parallel_iterations *J

frame_name<:char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context*

T0*
is_constant(
?

training_1/gradients/Merge_16Mergetraining_1/gradients/f_count_25%training_1/gradients/NextIteration_16"
/device:GPU:0*

T0*

N
?

training_1/gradients/Switch_16Switchtraining_1/gradients/Merge_165char_repr_lstm/bidirectional_rnn/bw/bw/while/LoopCond"
/device:GPU:0*

T0
?

training_1/gradients/Add_8/yConst6^char_repr_lstm/bidirectional_rnn/bw/bw/while/Identity"
/device:GPU:0*
value	B:

*
dtype0
y
training_1/gradients/Add_8Add training_1/gradients/Switch_16:1training_1/gradients/Add_8/y"
/device:GPU:0*

T0
?
%training_1/gradients/NextIteration_16
NextIterationtraining_1/gradients/Add_8g^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/StackPushV2c^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_2_grad/Select/StackPushV2g^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_2_grad/zeros_like/StackPushV2?
^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/TensorArrayReadV3_grad/TensorArrayWrite/TensorArrayWriteV3/StackPushV2m^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2y^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2{^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPushV2_1w^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPushV2k^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/StackPushV2y^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2{^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2_1g^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/StackPushV2i^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/StackPushV2y^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2{^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2_1g^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/Mul/StackPushV2i^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_2_grad/Mul_1/StackPushV2w^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2y^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2_1g^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/StackPushV2"
/device:GPU:0*

T0
_
training_1/gradients/f_count_26Exittraining_1/gradients/Switch_16"
/device:GPU:0*

T0
X
training_1/gradients/b_count_32Const"
/device:GPU:0*
value	B:

*
dtype0
?

training_1/gradients/b_count_33Entertraining_1/gradients/f_count_26"
/device:GPU:0*
parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context*

T0*
is_constant(
?

training_1/gradients/Merge_17Mergetraining_1/gradients/b_count_33%training_1/gradients/NextIteration_17"
/device:GPU:0*

T0*

N
?

#training_1/gradients/GreaterEqual_8GreaterEqualtraining_1/gradients/Merge_17)training_1/gradients/GreaterEqual_8/Enter"
/device:GPU:0*

T0
?

)training_1/gradients/GreaterEqual_8/EnterEntertraining_1/gradients/b_count_32"
/device:GPU:0*
parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context*

T0*
is_constant(

_
training_1/gradients/b_count_34LoopCond#training_1/gradients/GreaterEqual_8"
/device:GPU:0
?

training_1/gradients/Switch_17Switchtraining_1/gradients/Merge_17training_1/gradients/b_count_34"
/device:GPU:0*

T0
?

training_1/gradients/Sub_8Sub training_1/gradients/Switch_17:1)training_1/gradients/GreaterEqual_8/Enter"
/device:GPU:0*

T0
?

%training_1/gradients/NextIteration_17
NextIterationtraining_1/gradients/Sub_8b^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_2_grad/zeros_like/b_sync"
/device:GPU:0*

T0
_
training_1/gradients/b_count_35Exittraining_1/gradients/Switch_17"
/device:GPU:0*

T0
n
.training_1/gradients/inference/Mean_grad/ShapeShape
inference/Neg"
/device:GPU:0*

T0
*
out_type0
?

-training_1/gradients/inference/Mean_grad/SizeSize.training_1/gradients/inference/Mean_grad/Shape"
/device:GPU:0*

T0*
out_type0*A
_class7
53loc:@training_1/gradients/inference/Mean_grad/Shape
?

,training_1/gradients/inference/Mean_grad/addAddinference/range-training_1/gradients/inference/Mean_grad/Size"
/device:GPU:0*

T0*A
_class7
53loc:@training_1/gradients/inference/Mean_grad/Shape
?

,training_1/gradients/inference/Mean_grad/modFloorMod,training_1/gradients/inference/Mean_grad/add-training_1/gradients/inference/Mean_grad/Size"
/device:GPU:0*

T0*A
_class7
53loc:@training_1/gradients/inference/Mean_grad/Shape
?

0training_1/gradients/inference/Mean_grad/Shape_1Shape,training_1/gradients/inference/Mean_grad/mod"
/device:GPU:0*

T0*
out_type0*A
_class7
53loc:@training_1/gradients/inference/Mean_grad/Shape
?

4training_1/gradients/inference/Mean_grad/range/startConst"
/device:GPU:0*
value	B:
*A
_class7
53loc:@training_1/gradients/inference/Mean_grad/Shape*
dtype0
?

4training_1/gradients/inference/Mean_grad/range/deltaConst"
/device:GPU:0*
dtype0*
value	B:

*A
_class7
53loc:@training_1/gradients/inference/Mean_grad/Shape
?
.training_1/gradients/inference/Mean_grad/rangeRange4training_1/gradients/inference/Mean_grad/range/start-training_1/gradients/inference/Mean_grad/Size4training_1/gradients/inference/Mean_grad/range/delta"
/device:GPU:0*

Tidx0*A
_class7
53loc:@training_1/gradients/inference/Mean_grad/Shape
?

3training_1/gradients/inference/Mean_grad/Fill/valueConst"
/device:GPU:0*
dtype0*
value	B:

*A
_class7
53loc:@training_1/gradients/inference/Mean_grad/Shape
?
-training_1/gradients/inference/Mean_grad/FillFill0training_1/gradients/inference/Mean_grad/Shape_13training_1/gradients/inference/Mean_grad/Fill/value"
/device:GPU:0*

T0*

index_type0*A
_class7
53loc:@training_1/gradients/inference/Mean_grad/Shape
?
6training_1/gradients/inference/Mean_grad/DynamicStitch
DynamicStitch.training_1/gradients/inference/Mean_grad/range,training_1/gradients/inference/Mean_grad/mod.training_1/gradients/inference/Mean_grad/Shape-training_1/gradients/inference/Mean_grad/Fill"
/device:GPU:0*

T0*A
_class7
53loc:@training_1/gradients/inference/Mean_grad/Shape*

N
?

2training_1/gradients/inference/Mean_grad/Maximum/yConst"
/device:GPU:0*
value	B:

*A
_class7
53loc:@training_1/gradients/inference/Mean_grad/Shape*
dtype0
?
0training_1/gradients/inference/Mean_grad/MaximumMaximum6training_1/gradients/inference/Mean_grad/DynamicStitch2training_1/gradients/inference/Mean_grad/Maximum/y"
/device:GPU:0*

T0*A
_class7
53loc:@training_1/gradients/inference/Mean_grad/Shape
?

1training_1/gradients/inference/Mean_grad/floordivFloorDiv.training_1/gradients/inference/Mean_grad/Shape0training_1/gradients/inference/Mean_grad/Maximum"
/device:GPU:0*

T0*A
_class7
53loc:@training_1/gradients/inference/Mean_grad/Shape
?

0training_1/gradients/inference/Mean_grad/ReshapeReshapetraining_1/gradients/Fill6training_1/gradients/inference/Mean_grad/DynamicStitch"
/device:GPU:0*

T0
*
Tshape0
?

-training_1/gradients/inference/Mean_grad/TileTile0training_1/gradients/inference/Mean_grad/Reshape1training_1/gradients/inference/Mean_grad/floordiv"
/device:GPU:0*

Tmultiples0*

T0

p
0training_1/gradients/inference/Mean_grad/Shape_2Shape
inference/Neg"
/device:GPU:0*

T0
*
out_type0
h
0training_1/gradients/inference/Mean_grad/Shape_3Const"
/device:GPU:0*
valueB*
dtype0
k
.training_1/gradients/inference/Mean_grad/ConstConst"
/device:GPU:0*
value
B
:
*
dtype0
?

-training_1/gradients/inference/Mean_grad/ProdProd0training_1/gradients/inference/Mean_grad/Shape_2.training_1/gradients/inference/Mean_grad/Const"
/device:GPU:0*

T0*

Tidx0*
	keep_dims(
m
0training_1/gradients/inference/Mean_grad/Const_1Const"
/device:GPU:0*
value
B
:
*
dtype0
?

/training_1/gradients/inference/Mean_grad/Prod_1Prod0training_1/gradients/inference/Mean_grad/Shape_30training_1/gradients/inference/Mean_grad/Const_1"
/device:GPU:0*

T0*

Tidx0*
	keep_dims(
m
4training_1/gradients/inference/Mean_grad/Maximum_1/yConst"
/device:GPU:0*
dtype0*
value	B:


?

2training_1/gradients/inference/Mean_grad/Maximum_1Maximum/training_1/gradients/inference/Mean_grad/Prod_14training_1/gradients/inference/Mean_grad/Maximum_1/y"
/device:GPU:0*

T0
?

3training_1/gradients/inference/Mean_grad/floordiv_1FloorDiv-training_1/gradients/inference/Mean_grad/Prod2training_1/gradients/inference/Mean_grad/Maximum_1"
/device:GPU:0*

T0
?

-training_1/gradients/inference/Mean_grad/CastCast3training_1/gradients/inference/Mean_grad/floordiv_1"
/device:GPU:0*
Truncate(*

DstT0
*

SrcT0
?

0training_1/gradients/inference/Mean_grad/truedivRealDiv-training_1/gradients/inference/Mean_grad/Tile-training_1/gradients/inference/Mean_grad/Cast"
/device:GPU:0*

T0

|
+training_1/gradients/inference/Neg_grad/NegNeg0training_1/gradients/inference/Mean_grad/truediv"
/device:GPU:0*

T0

t
-training_1/gradients/inference/sub_grad/ShapeShapeinference/cond/Merge"
/device:GPU:0*

T0
*
out_type0
x
/training_1/gradients/inference/sub_grad/Shape_1Shapeinference/cond_1/Merge"
/device:GPU:0*

T0
*
out_type0
?

=training_1/gradients/inference/sub_grad/BroadcastGradientArgsBroadcastGradientArgs-training_1/gradients/inference/sub_grad/Shape/training_1/gradients/inference/sub_grad/Shape_1"
/device:GPU:0*

T0
?

+training_1/gradients/inference/sub_grad/SumSum+training_1/gradients/inference/Neg_grad/Neg=training_1/gradients/inference/sub_grad/BroadcastGradientArgs"
/device:GPU:0*

Tidx0*
	keep_dims(*

T0

?

/training_1/gradients/inference/sub_grad/ReshapeReshape+training_1/gradients/inference/sub_grad/Sum-training_1/gradients/inference/sub_grad/Shape"
/device:GPU:0*

T0
*
Tshape0
?

-training_1/gradients/inference/sub_grad/Sum_1Sum+training_1/gradients/inference/Neg_grad/Neg?training_1/gradients/inference/sub_grad/BroadcastGradientArgs:1"
/device:GPU:0*

T0
*

Tidx0*
	keep_dims(
y
+training_1/gradients/inference/sub_grad/NegNeg-training_1/gradients/inference/sub_grad/Sum_1"
/device:GPU:0*

T0

?

1training_1/gradients/inference/sub_grad/Reshape_1Reshape+training_1/gradients/inference/sub_grad/Neg/training_1/gradients/inference/sub_grad/Shape_1"
/device:GPU:0*

T0
*
Tshape0
?

8training_1/gradients/inference/sub_grad/tuple/group_depsNoOp0^training_1/gradients/inference/sub_grad/Reshape2^training_1/gradients/inference/sub_grad/Reshape_1"
/device:GPU:0
?
@training_1/gradients/inference/sub_grad/tuple/control_dependencyIdentity/training_1/gradients/inference/sub_grad/Reshape9^training_1/gradients/inference/sub_grad/tuple/group_deps"
/device:GPU:0*

T0
*B
_class8
64loc:@training_1/gradients/inference/sub_grad/Reshape
?
Btraining_1/gradients/inference/sub_grad/tuple/control_dependency_1Identity1training_1/gradients/inference/sub_grad/Reshape_19^training_1/gradients/inference/sub_grad/tuple/group_deps"
/device:GPU:0*

T0
*D
_class:
86loc:@training_1/gradients/inference/sub_grad/Reshape_1
?

8training_1/gradients/inference/cond/Merge_grad/cond_gradSwitch@training_1/gradients/inference/sub_grad/tuple/control_dependencyinference/cond/pred_id"
/device:GPU:0*

T0
*B
_class8
64loc:@training_1/gradients/inference/sub_grad/Reshape
?

?training_1/gradients/inference/cond/Merge_grad/tuple/group_depsNoOp9^training_1/gradients/inference/cond/Merge_grad/cond_grad"
/device:GPU:0
?
Gtraining_1/gradients/inference/cond/Merge_grad/tuple/control_dependencyIdentity8training_1/gradients/inference/cond/Merge_grad/cond_grad@^training_1/gradients/inference/cond/Merge_grad/tuple/group_deps"
/device:GPU:0*

T0
*B
_class8
64loc:@training_1/gradients/inference/sub_grad/Reshape
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etraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_2_grad/tuple/group_depsNoOp\^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_2_grad/Select^^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_2_grad/Select_1"
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mtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_2_grad/tuple/control_dependencyIdentity[training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_2_grad/Selectf^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_2_grad/tuple/group_deps"
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_training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like	ZerosLikejtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/StackPopV2"
/device:GPU:0*

T0

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etraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/ConstConst"
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valueB:
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CAloc:@context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Identity_3*
dtype0
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etraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/f_accStackV2etraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/Const"
/device:GPU:0*
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CAloc:@context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Identity_3*

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etraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/EnterEnteretraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/f_acc"
/device:GPU:0*

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is_constant(
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frame_nameA?context_repr/lstm-2/bidirectional_rnn/bw/bw/while/while_context
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ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/StackPushV2StackPushV2etraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/Entercontext_repr/lstm-2/bidirectional_rnn/fw/lstm_cell/kernel/read"
/device:GPU:0*

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is_constant(
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frame_nameVTtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/while_context
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etraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1MatMulptraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2vtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency"
/device:GPU:0*
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ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/ConstConst"
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ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/f_accStackV2ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/Const"
/device:GPU:0*U
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IGloc:@context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat*

stack_name*
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ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/EnterEnterktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/f_acc"
/device:GPU:0*

T0*
is_constant(
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frame_nameA?context_repr/lstm-2/bidirectional_rnn/fw/fw/while/while_context
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qtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2StackPushV2ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/EnterBcontext_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat^training_1/gradients/Add_1"
/device:GPU:0*

T0
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swap_memory(
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ptraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2
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/device:GPU:0*
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vtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2/EnterEnterktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/f_acc"
/device:GPU:0*

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is_constant(
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frame_nameVTtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/while_context
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mtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/group_depsNoOpd^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMulf^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1"
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utraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependencyIdentityctraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMuln^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/group_deps"
/device:GPU:0*

T0
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wtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependency_1Identityetraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1n^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/group_deps"
/device:GPU:0*

T0
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itraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_accConst"
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ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_1Enteritraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc"
/device:GPU:0*
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frame_nameVTtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/while_context*

T0
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is_constant(
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ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_2Mergektraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_1qtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration"
/device:GPU:0*

N*

T0

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jtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/SwitchSwitchktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_2training_1/gradients/b_count_6"
/device:GPU:0*

T0

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gtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/AddAddltraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/Switch:1xtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency_1"
/device:GPU:0*

T0

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qtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration
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/device:GPU:0*

T0

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ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_3Exitjtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/Switch"
/device:GPU:0*

T0

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ctraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMulMatMulvtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/control_dependencyitraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul/Enter"
/device:GPU:0*
transpose_b(
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T0
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transpose_a(
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itraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul/EnterEnter>context_repr/lstm-2/bidirectional_rnn/bw/lstm_cell/kernel/read"
/device:GPU:0*

T0
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is_constant(
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parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/while_context
?
etraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1MatMulptraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2vtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency"
/device:GPU:0*

T0
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transpose_a(
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transpose_b(
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ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/ConstConst"
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IGloc:@context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat*
dtype0
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ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/f_accStackV2ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/Const"
/device:GPU:0*U
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stack_name*
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ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/EnterEnterktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/f_acc"
/device:GPU:0*

T0*
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frame_nameA?context_repr/lstm-2/bidirectional_rnn/bw/bw/while/while_context
?
qtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2StackPushV2ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/EnterBcontext_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat^training_1/gradients/Add_2"
/device:GPU:0*

T0
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swap_memory(
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ptraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2
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vtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2/EnterEnterktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/f_acc"
/device:GPU:0*

T0*
is_constant(
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parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/while_context
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mtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/group_depsNoOpd^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMulf^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1"
/device:GPU:0
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utraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/control_dependencyIdentityctraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMuln^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/group_deps"
/device:GPU:0*

T0
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jhloc:@training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul
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wtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/control_dependency_1Identityetraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1n^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/group_deps"
/device:GPU:0*

T0
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itraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_accConst"
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ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_1Enteritraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc"
/device:GPU:0*

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is_constant(*
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frame_nameVTtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/while_context
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ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_2Mergektraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_1qtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration"
/device:GPU:0*

N*

T0

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jtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/SwitchSwitchktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_2training_1/gradients/b_count_10"
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gtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/AddAddltraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/Switch:1xtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency_1"
/device:GPU:0*

T0

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qtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration
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/device:GPU:0*

T0

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ktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_3Exitjtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/Switch"
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atraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/RankConst^training_1/gradients/Sub_1"
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/device:GPU:0*

T0
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btraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeShapeCcontext_repr/lstm-2/bidirectional_rnn/fw/fw/while/TensorArrayReadV3"
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T0
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out_type0
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ctraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeNShapeNntraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPopV2jtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/Select_2_grad/zeros_like/StackPopV2"
/device:GPU:0*

T0
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out_type0*

N
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itraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/ConstConst"
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itraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/f_accStackV2itraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/Const"
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stack_name*
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itraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/EnterEnteritraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/f_acc"
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frame_nameA?context_repr/lstm-2/bidirectional_rnn/fw/fw/while/while_context*

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otraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPushV2StackPushV2itraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/EnterCcontext_repr/lstm-2/bidirectional_rnn/fw/fw/while/TensorArrayReadV3^training_1/gradients/Add_1"
/device:GPU:0*

T0
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swap_memory(
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ntraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPopV2
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ttraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPopV2/EnterEnteritraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/f_acc"
/device:GPU:0*

T0*
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frame_nameVTtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/while_context
?
itraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ConcatOffsetConcatOffset`training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/modctraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeNetraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN:1"
/device:GPU:0*

N
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btraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/SliceSliceutraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependencyitraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ConcatOffsetctraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN"
/device:GPU:0*

T0
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N*

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itraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/SwitchSwitchjtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_acc_2training_1/gradients/b_count_6"
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T0

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ftraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/AddAddktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/Switch:1wtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependency_1"
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jtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_acc_3Exititraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/Switch"
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btraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ConstConst^training_1/gradients/Sub_2"
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T0
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btraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeShapeCcontext_repr/lstm-2/bidirectional_rnn/bw/bw/while/TensorArrayReadV3"
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T0
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out_type0
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ctraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeNShapeNntraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/StackPopV2jtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/Select_2_grad/zeros_like/StackPopV2"
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otraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/StackPushV2StackPushV2itraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/EnterCcontext_repr/lstm-2/bidirectional_rnn/bw/bw/while/TensorArrayReadV3^training_1/gradients/Add_2"
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ntraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/StackPopV2
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ttraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/StackPopV2/EnterEnteritraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/f_acc"
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T0*
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frame_nameVTtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/while_context
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itraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ConcatOffsetConcatOffset`training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/modctraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeNetraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN:1"
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N
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T0
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dtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/Slice_1Sliceutraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/control_dependencyktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ConcatOffset:1etraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN:1"
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mtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/tuple/group_depsNoOpc^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/Slicee^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/Slice_1"
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utraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/tuple/control_dependencyIdentitybtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/Slicen^training_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/tuple/group_deps"
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T0
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jtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul/Enter_grad/b_acc_2Mergejtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul/Enter_grad/b_acc_1ptraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul/Enter_grad/NextIteration"
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N
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itraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul/Enter_grad/SwitchSwitchjtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul/Enter_grad/b_acc_2training_1/gradients/b_count_10"
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ftraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul/Enter_grad/AddAddktraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul/Enter_grad/Switch:1wtraining_1/gradients/context_repr/lstm-2/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/control_dependency_1"
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training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/TensorArrayReadV3_grad/TensorArrayGrad/TensorArrayGradV3TensorArrayGradV3?
training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/TensorArrayReadV3_grad/TensorArrayGrad/TensorArrayGradV3/Enter?
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{training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/TensorArrayReadV3_grad/TensorArrayGrad/gradient_flowIdentity?
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training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/TensorArrayReadV3_grad/TensorArrayWrite/TensorArrayWriteV3/ConstConst"
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training_1/gradients/context_repr/lstm-2/bidirectional_rnn/fw/fw/while/TensorArrayReadV3_grad/TensorArrayWrite/TensorArrayWriteV3/StackPushV2StackPushV2?
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ptraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2
StackPopV2vtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2/Enter^training_1/gradients/Sub_3"
/device:GPU:0*
	elem_type0

?
vtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2/EnterEnterktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/while_context
?
mtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/group_depsNoOpd^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMulf^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1"
/device:GPU:0
?
utraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependencyIdentityctraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMuln^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/group_deps"
/device:GPU:0*

T0
*v
_classl
jhloc:@training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul
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wtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependency_1Identityetraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1n^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/group_deps"
/device:GPU:0*

T0
*x
_classn
ljloc:@training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1
?

itraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_accConst"
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ktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_1Enteritraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc"
/device:GPU:0*

T0
*
is_constant(*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/while_context
?
ktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_2Mergektraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_1qtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration"
/device:GPU:0*

T0
*

N
?
jtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/SwitchSwitchktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_2training_1/gradients/b_count_14"
/device:GPU:0*

T0

?
gtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/AddAddltraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/Switch:1xtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency_1"
/device:GPU:0*

T0

?
qtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration
NextIterationgtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/Add"
/device:GPU:0*

T0

?

ktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_3Exitjtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/Switch"
/device:GPU:0*

T0

?
ctraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMulMatMulvtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/control_dependencyitraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul/Enter"
/device:GPU:0*

T0
*
transpose_a(*
transpose_b(

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itraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul/EnterEnter>context_repr/lstm-1/bidirectional_rnn/bw/lstm_cell/kernel/read"
/device:GPU:0*

T0
*
is_constant(
*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/while_context
?
etraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1MatMulptraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2vtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency"
/device:GPU:0*
transpose_b(*

T0
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transpose_a(

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ktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/ConstConst"
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valueB:
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dtype0
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ktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/f_accStackV2ktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/Const"
/device:GPU:0*
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stack_name
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ktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/EnterEnterktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/f_acc"
/device:GPU:0*
parallel_iterations *O

frame_nameA?context_repr/lstm-1/bidirectional_rnn/bw/bw/while/while_context*

T0*
is_constant(

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qtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2StackPushV2ktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/EnterBcontext_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/concat^training_1/gradients/Add_4"
/device:GPU:0*
swap_memory(*

T0

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ptraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2
StackPopV2vtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2/Enter^training_1/gradients/Sub_4"
/device:GPU:0*
	elem_type0

?
vtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2/EnterEnterktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/f_acc"
/device:GPU:0*

T0*
is_constant(
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parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/while_context
?
mtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/group_depsNoOpd^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMulf^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1"
/device:GPU:0
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utraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/control_dependencyIdentityctraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMuln^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/group_deps"
/device:GPU:0*

T0
*v
_classl
jhloc:@training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul
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wtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/control_dependency_1Identityetraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1n^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/group_deps"
/device:GPU:0*

T0
*x
_classn
ljloc:@training_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1
?

itraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_accConst"
/device:GPU:0*
valueB
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dtype0

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ktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_1Enteritraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc"
/device:GPU:0*

T0
*
is_constant(*
parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/while_context
?
ktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_2Mergektraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_1qtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration"
/device:GPU:0*

T0
*

N
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jtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/SwitchSwitchktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_2training_1/gradients/b_count_18"
/device:GPU:0*

T0

?
gtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/AddAddltraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/Switch:1xtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency_1"
/device:GPU:0*

T0

?
qtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration
NextIterationgtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/Add"
/device:GPU:0*

T0

?

ktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_3Exitjtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/Switch"
/device:GPU:0*

T0

?

btraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ConstConst^training_1/gradients/Sub_3"
/device:GPU:0*
value	B:

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dtype0
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atraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/RankConst^training_1/gradients/Sub_3"
/device:GPU:0*
value	B:
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dtype0
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`training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/modFloorModbtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Constatraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Rank"
/device:GPU:0*

T0
?

btraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeShapeCcontext_repr/lstm-1/bidirectional_rnn/fw/fw/while/TensorArrayReadV3"
/device:GPU:0*

T0
*
out_type0
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ctraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeNShapeNntraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPopV2jtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/Select_2_grad/zeros_like/StackPopV2"
/device:GPU:0*

N*

T0
*
out_type0
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itraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/ConstConst"
/device:GPU:0*
valueB:
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_classL
JHloc:@context_repr/lstm-1/bidirectional_rnn/fw/fw/while/TensorArrayReadV3*
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itraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/f_accStackV2itraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/Const"
/device:GPU:0*V
_classL
JHloc:@context_repr/lstm-1/bidirectional_rnn/fw/fw/while/TensorArrayReadV3*

stack_name*
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?
itraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/EnterEnteritraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/f_acc"
/device:GPU:0*

T0*
is_constant(
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parallel_iterations *O

frame_nameA?context_repr/lstm-1/bidirectional_rnn/fw/fw/while/while_context
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otraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPushV2StackPushV2itraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/EnterCcontext_repr/lstm-1/bidirectional_rnn/fw/fw/while/TensorArrayReadV3^training_1/gradients/Add_3"
/device:GPU:0*

T0
*
swap_memory(
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ntraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPopV2
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/device:GPU:0*
	elem_type0

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ttraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPopV2/EnterEnteritraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/f_acc"
/device:GPU:0*

T0*
is_constant(
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parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/while_context
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itraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ConcatOffsetConcatOffset`training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/modctraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeNetraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN:1"
/device:GPU:0*

N
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btraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/SliceSliceutraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependencyitraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ConcatOffsetctraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN"
/device:GPU:0*

T0
*
Index0
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dtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slice_1Sliceutraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependencyktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ConcatOffset:1etraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN:1"
/device:GPU:0*

T0
*
Index0
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mtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/tuple/group_depsNoOpc^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slicee^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slice_1"
/device:GPU:0
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utraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/tuple/control_dependencyIdentitybtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slicen^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/tuple/group_deps"
/device:GPU:0*

T0
*u
_classk
igloc:@training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slice
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wtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/tuple/control_dependency_1Identitydtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slice_1n^training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/tuple/group_deps"
/device:GPU:0*

T0
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kiloc:@training_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slice_1
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htraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_accConst"
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valueB

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jtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_acc_1Enterhtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_acc"
/device:GPU:0*

T0
*
is_constant(*
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frame_nameVTtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/while_context
?
jtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_acc_2Mergejtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_acc_1ptraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/NextIteration"
/device:GPU:0*

T0
*

N
?
itraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/SwitchSwitchjtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_acc_2training_1/gradients/b_count_14"
/device:GPU:0*

T0

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ftraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/AddAddktraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/Switch:1wtraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependency_1"
/device:GPU:0*

T0

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ptraining_1/gradients/context_repr/lstm-1/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/NextIteration
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gtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/AddAddltraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/Switch:1xtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency_1"
/device:GPU:0*

T0

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qtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration
NextIterationgtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/Add"
/device:GPU:0*

T0

?

ktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_3Exitjtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/Switch"
/device:GPU:0*

T0

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ctraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMulMatMulvtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/control_dependencyitraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul/Enter"
/device:GPU:0*
transpose_a(*
transpose_b(
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T0

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itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul/EnterEnter>context_repr/lstm-0/bidirectional_rnn/bw/lstm_cell/kernel/read"
/device:GPU:0*

T0
*
is_constant(
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parallel_iterations *d

frame_nameVTtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/while_context
?
etraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1MatMulptraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2vtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency"
/device:GPU:0*

T0
*
transpose_a(
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ktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/ConstConst"
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valueB:
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ktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/f_accStackV2ktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/Const"
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ktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/EnterEnterktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/f_acc"
/device:GPU:0*

T0*
is_constant(
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frame_nameA?context_repr/lstm-0/bidirectional_rnn/bw/bw/while/while_context
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qtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2StackPushV2ktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/EnterBcontext_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat^training_1/gradients/Add_6"
/device:GPU:0*
swap_memory(*

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ptraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2
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vtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2/EnterEnterktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/f_acc"
/device:GPU:0*

T0*
is_constant(
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frame_nameVTtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/while_context
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mtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/group_depsNoOpd^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMulf^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1"
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utraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/control_dependencyIdentityctraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMuln^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/group_deps"
/device:GPU:0*

T0
*v
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wtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/control_dependency_1Identityetraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1n^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/tuple/group_deps"
/device:GPU:0*

T0
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_classn
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itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_accConst"
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ktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_1Enteritraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc"
/device:GPU:0*

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is_constant(*
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frame_nameVTtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/while_context
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ktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_2Mergektraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_1qtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration"
/device:GPU:0*

T0
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N
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jtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/SwitchSwitchktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_2training_1/gradients/b_count_26"
/device:GPU:0*

T0

?
gtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/AddAddltraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/Switch:1xtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency_1"
/device:GPU:0*

T0

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qtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration
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/device:GPU:0*

T0

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ktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_3Exitjtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/Switch"
/device:GPU:0*

T0

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btraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ConstConst^training_1/gradients/Sub_5"
/device:GPU:0*
value	B:

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dtype0
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atraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/RankConst^training_1/gradients/Sub_5"
/device:GPU:0*
value	B:
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dtype0
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`training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/modFloorModbtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Constatraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Rank"
/device:GPU:0*

T0
?

btraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeShapeCcontext_repr/lstm-0/bidirectional_rnn/fw/fw/while/TensorArrayReadV3"
/device:GPU:0*

T0
*
out_type0
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ctraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeNShapeNntraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPopV2jtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/Select_2_grad/zeros_like/StackPopV2"
/device:GPU:0*

T0
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out_type0*

N
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itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/ConstConst"
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valueB:
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itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/f_accStackV2itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/Const"
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JHloc:@context_repr/lstm-0/bidirectional_rnn/fw/fw/while/TensorArrayReadV3*

stack_name*
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itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/EnterEnteritraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/f_acc"
/device:GPU:0*

T0*
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frame_nameA?context_repr/lstm-0/bidirectional_rnn/fw/fw/while/while_context
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otraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPushV2StackPushV2itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/EnterCcontext_repr/lstm-0/bidirectional_rnn/fw/fw/while/TensorArrayReadV3^training_1/gradients/Add_5"
/device:GPU:0*

T0
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swap_memory(
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ntraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPopV2
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/device:GPU:0*
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ttraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPopV2/EnterEnteritraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/f_acc"
/device:GPU:0*

T0*
is_constant(
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frame_nameVTtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/while_context
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itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ConcatOffsetConcatOffset`training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/modctraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeNetraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN:1"
/device:GPU:0*

N
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btraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/SliceSliceutraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependencyitraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ConcatOffsetctraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN"
/device:GPU:0*

T0
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Index0
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dtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slice_1Sliceutraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependencyktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ConcatOffset:1etraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN:1"
/device:GPU:0*

T0
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Index0
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mtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/tuple/group_depsNoOpc^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slicee^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slice_1"
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utraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/tuple/control_dependencyIdentitybtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slicen^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/tuple/group_deps"
/device:GPU:0*

T0
*u
_classk
igloc:@training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slice
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wtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/tuple/control_dependency_1Identitydtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slice_1n^training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/tuple/group_deps"
/device:GPU:0*

T0
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kiloc:@training_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Slice_1
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htraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_accConst"
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jtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_acc_1Enterhtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_acc"
/device:GPU:0*

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is_constant(*
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frame_nameVTtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/while_context
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jtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_acc_2Mergejtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_acc_1ptraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/NextIteration"
/device:GPU:0*

T0
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N
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itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/SwitchSwitchjtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/b_acc_2training_1/gradients/b_count_22"
/device:GPU:0*

T0

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ftraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/AddAddktraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/Switch:1wtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependency_1"
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T0

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ptraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/NextIteration
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/device:GPU:0*

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/device:GPU:0*

T0

?

btraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ConstConst^training_1/gradients/Sub_6"
/device:GPU:0*
value	B:

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atraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/RankConst^training_1/gradients/Sub_6"
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value	B:
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`training_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/modFloorModbtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/Constatraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/Rank"
/device:GPU:0*

T0
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btraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeShapeCcontext_repr/lstm-0/bidirectional_rnn/bw/bw/while/TensorArrayReadV3"
/device:GPU:0*

T0
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out_type0
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ctraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeNShapeNntraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/StackPopV2jtraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/Select_2_grad/zeros_like/StackPopV2"
/device:GPU:0*

T0
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out_type0*

N
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itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/ConstConst"
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itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/f_accStackV2itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/Const"
/device:GPU:0*

stack_name*
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_classL
JHloc:@context_repr/lstm-0/bidirectional_rnn/bw/bw/while/TensorArrayReadV3
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itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/EnterEnteritraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/f_acc"
/device:GPU:0*

T0*
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frame_nameA?context_repr/lstm-0/bidirectional_rnn/bw/bw/while/while_context
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otraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/StackPushV2StackPushV2itraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/EnterCcontext_repr/lstm-0/bidirectional_rnn/bw/bw/while/TensorArrayReadV3^training_1/gradients/Add_6"
/device:GPU:0*

T0
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swap_memory(
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ntraining_1/gradients/context_repr/lstm-0/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ShapeN/StackPopV2
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/device:GPU:0*
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`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_2_grad/tuple/group_depsNoOpW^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_2_grad/SelectY^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_2_grad/Select_1"
/device:GPU:0
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htraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_2_grad/tuple/control_dependencyIdentityVtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_2_grad/Selecta^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_2_grad/tuple/group_deps"
/device:GPU:0*

T0
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jtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_2_grad/tuple/control_dependency_1IdentityXtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_2_grad/Select_1a^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_2_grad/tuple/group_deps"
/device:GPU:0*

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Ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like	ZerosLikeetraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/StackPopV2"
/device:GPU:0*

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vtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2StackPushV2ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/EnterZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Shape^training_1/gradients/Add_7"
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utraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2
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{training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2/EnterEnterptraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*

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/device:GPU:0*

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xtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/Enter_1\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Shape_1^training_1/gradients/Add_7"
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T0*
swap_memory(
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wtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1
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}training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnterrtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/f_acc_1"
/device:GPU:0*

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Xtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/MulMulotraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_1_grad/tuple/control_dependencyetraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/Select_1_grad/zeros_like/StackPopV2"
/device:GPU:0*

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Xtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/SumSumXtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Muljtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs"
/device:GPU:0*

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\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/ReshapeReshapeXtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Sumutraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2"
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/device:GPU:0*

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/device:GPU:0*

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etraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Mul_1/StackPopV2
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/device:GPU:0*
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ktraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Mul_1/StackPopV2/EnterEnter`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Mul_1/f_acc"
/device:GPU:0*

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Ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Sum_1SumZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Mul_1ltraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs:1"
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^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Reshape_1ReshapeZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Sum_1wtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1"
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ltraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgsBroadcastGradientArgswtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2ytraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2_1"
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rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/EnterEnterrtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/f_acc"
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xtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2StackPushV2rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/Enter\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Shape^training_1/gradients/Add_7"
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/device:GPU:0*

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ttraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/f_acc_1StackV2ttraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/Const_1"
/device:GPU:0*q
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	elem_type0
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ttraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/Enter_1Enterttraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/f_acc_1"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *J

frame_name<:char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
?
ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2ttraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/Enter_1^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Shape_1^training_1/gradients/Add_7"
/device:GPU:0*
swap_memory(*

T0
?
ytraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2_1
StackPopV2training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2_1/Enter^training_1/gradients/Sub_7"
/device:GPU:0*
	elem_type0
?
training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnterttraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/f_acc_1"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
?
Ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/MulMulqtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_1_grad/tuple/control_dependency_1etraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/StackPopV2"
/device:GPU:0*

T0

?

`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/ConstConst"
/device:GPU:0*
valueB:
?????????
*N
_classD
B@loc:@char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Tanh*
dtype0
?
`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/f_accStackV2`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/Const"
/device:GPU:0*N
_classD
B@loc:@char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Tanh*

stack_name*
	elem_type0

?
`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/EnterEnter`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *J

frame_name<:char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
?
ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/StackPushV2StackPushV2`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/Enter;char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Tanh^training_1/gradients/Add_7"
/device:GPU:0*

T0
*
swap_memory(
?
etraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/StackPopV2
StackPopV2ktraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/StackPopV2/Enter^training_1/gradients/Sub_7"
/device:GPU:0*
	elem_type0

?
ktraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/StackPopV2/EnterEnter`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
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Ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/SumSumZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mulltraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs"
/device:GPU:0*

Tidx0*
	keep_dims(*

T0

?
^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/ReshapeReshapeZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Sumwtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2"
/device:GPU:0*

T0
*
Tshape0
?
\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1Mulgtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/StackPopV2qtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_1_grad/tuple/control_dependency_1"
/device:GPU:0*

T0

?

btraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/ConstConst"
/device:GPU:0*
valueB:
?????????
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_classI
GEloc:@char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Sigmoid_1*
dtype0
?
btraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/f_accStackV2btraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/Const"
/device:GPU:0*S
_classI
GEloc:@char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Sigmoid_1*

stack_name*
	elem_type0

?
btraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/EnterEnterbtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *J

frame_name<:char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
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htraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/StackPushV2StackPushV2btraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/Enter@char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Sigmoid_1^training_1/gradients/Add_7"
/device:GPU:0*

T0
*
swap_memory(
?
gtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/StackPopV2
StackPopV2mtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/StackPopV2/Enter^training_1/gradients/Sub_7"
/device:GPU:0*
	elem_type0

?
mtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/StackPopV2/EnterEnterbtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
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\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Sum_1Sum\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Mul_1ntraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs:1"
/device:GPU:0*

Tidx0*
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T0

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`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Reshape_1Reshape\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Sum_1ytraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2_1"
/device:GPU:0*

T0
*
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gtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/tuple/group_depsNoOp_^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Reshapea^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Reshape_1"
/device:GPU:0
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otraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/tuple/control_dependencyIdentity^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Reshapeh^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/tuple/group_deps"
/device:GPU:0*

T0
*q
_classg
ecloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Reshape
?
qtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/tuple/control_dependency_1Identity`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Reshape_1h^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/tuple/group_deps"
/device:GPU:0*

T0
*s
_classi
geloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Reshape_1
?

Ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/ShapeShape>char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Sigmoid"
/device:GPU:0*

T0
*
out_type0
?

\training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Shape_1Shape7char_repr_lstm/bidirectional_rnn/bw/bw/while/Identity_3"
/device:GPU:0*

T0
*
out_type0
?
jtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgsBroadcastGradientArgsutraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2wtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1"
/device:GPU:0*

T0
?
ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/ConstConst"
/device:GPU:0*
dtype0*
valueB:
?????????
*m
_classc
a_loc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Shape
?
ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/f_accStackV2ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/Const"
/device:GPU:0*

stack_name*
	elem_type0*m
_classc
a_loc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Shape
?
ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/EnterEnterptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *J

frame_name<:char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context
?
vtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2StackPushV2ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/EnterZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Shape^training_1/gradients/Add_8"
/device:GPU:0*

T0*
swap_memory(
?
utraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2
StackPopV2{training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2/Enter^training_1/gradients/Sub_8"
/device:GPU:0*
	elem_type0
?
{training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2/EnterEnterptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*
parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context*

T0*
is_constant(

?
rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/Const_1Const"
/device:GPU:0*
valueB:
?????????
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_classe
caloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Shape_1*
dtype0
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rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/f_acc_1StackV2rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/Const_1"
/device:GPU:0*o
_classe
caloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Shape_1*

stack_name*
	elem_type0
?
rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/Enter_1Enterrtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/f_acc_1"
/device:GPU:0*
parallel_iterations *J

frame_name<:char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context*

T0*
is_constant(

?
xtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/Enter_1\training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Shape_1^training_1/gradients/Add_8"
/device:GPU:0*
swap_memory(*

T0
?
wtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1
StackPopV2}training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1/Enter^training_1/gradients/Sub_8"
/device:GPU:0*
	elem_type0
?
}training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnterrtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/f_acc_1"
/device:GPU:0*

T0*
is_constant(
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parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context
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Xtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/MulMulotraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_1_grad/tuple/control_dependencyetraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_1_grad/zeros_like/StackPopV2"
/device:GPU:0*

T0

?
Xtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/SumSumXtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Muljtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs"
/device:GPU:0*

T0
*

Tidx0*
	keep_dims(
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\training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/ReshapeReshapeXtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Sumutraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2"
/device:GPU:0*

T0
*
Tshape0
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Ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1Muletraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/StackPopV2otraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_1_grad/tuple/control_dependency"
/device:GPU:0*

T0

?

`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/ConstConst"
/device:GPU:0*
valueB:
?????????
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_classG
ECloc:@char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Sigmoid*
dtype0
?
`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/f_accStackV2`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/Const"
/device:GPU:0*

stack_name*
	elem_type0
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_classG
ECloc:@char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Sigmoid
?
`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/EnterEnter`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *J

frame_name<:char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context
?
ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/StackPushV2StackPushV2`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/Enter>char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Sigmoid^training_1/gradients/Add_8"
/device:GPU:0*
swap_memory(*

T0

?
etraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/StackPopV2
StackPopV2ktraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/StackPopV2/Enter^training_1/gradients/Sub_8"
/device:GPU:0*
	elem_type0

?
ktraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/StackPopV2/EnterEnter`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/f_acc"
/device:GPU:0*
parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context*

T0*
is_constant(

?
Ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Sum_1SumZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1ltraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs:1"
/device:GPU:0*

T0
*

Tidx0*
	keep_dims(
?
^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Reshape_1ReshapeZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Sum_1wtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1"
/device:GPU:0*

T0
*
Tshape0
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etraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/tuple/group_depsNoOp]^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Reshape_^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Reshape_1"
/device:GPU:0
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mtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/tuple/control_dependencyIdentity\training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Reshapef^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/tuple/group_deps"
/device:GPU:0*

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caloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Reshape
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otraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/tuple/control_dependency_1Identity^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Reshape_1f^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/tuple/group_deps"
/device:GPU:0*

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*q
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ecloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Reshape_1
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\training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/ShapeShape@char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Sigmoid_1"
/device:GPU:0*

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^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Shape_1Shape;char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Tanh"
/device:GPU:0*

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ltraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgsBroadcastGradientArgswtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2ytraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2_1"
/device:GPU:0*

T0
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rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/ConstConst"
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/device:GPU:0*

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rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/EnterEnterrtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/f_acc"
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xtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2StackPushV2rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/Enter\training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Shape^training_1/gradients/Add_8"
/device:GPU:0*

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wtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2
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}training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2/EnterEnterrtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*

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frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context
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ttraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/Const_1Const"
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ttraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/Enter_1Enterttraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/f_acc_1"
/device:GPU:0*

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ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2ttraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/Enter_1^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Shape_1^training_1/gradients/Add_8"
/device:GPU:0*
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ytraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2_1
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training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnterttraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/f_acc_1"
/device:GPU:0*
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frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context*

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is_constant(

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Ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/MulMulqtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_1_grad/tuple/control_dependency_1etraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/StackPopV2"
/device:GPU:0*

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stack_name*
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`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/EnterEnter`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/f_acc"
/device:GPU:0*

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ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/StackPushV2StackPushV2`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/Enter;char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Tanh^training_1/gradients/Add_8"
/device:GPU:0*

T0
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swap_memory(
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etraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/StackPopV2
StackPopV2ktraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/StackPopV2/Enter^training_1/gradients/Sub_8"
/device:GPU:0*
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ktraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/StackPopV2/EnterEnter`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/f_acc"
/device:GPU:0*

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frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context
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Ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/SumSumZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mulltraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs"
/device:GPU:0*

Tidx0*
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^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/ReshapeReshapeZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Sumwtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2"
/device:GPU:0*

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\training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1Mulgtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/StackPopV2qtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_1_grad/tuple/control_dependency_1"
/device:GPU:0*

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btraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/ConstConst"
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/device:GPU:0*S
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stack_name*
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btraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/EnterEnterbtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/f_acc"
/device:GPU:0*

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htraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/StackPushV2StackPushV2btraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/Enter@char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Sigmoid_1^training_1/gradients/Add_8"
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gtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/StackPopV2
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mtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/StackPopV2/EnterEnterbtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/f_acc"
/device:GPU:0*

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frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context
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gtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/tuple/group_depsNoOp_^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Reshapea^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Reshape_1"
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/device:GPU:0*

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qtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/tuple/control_dependency_1Identity`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Reshape_1h^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/tuple/group_deps"
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dtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Sigmoid_grad/SigmoidGradSigmoidGradetraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Mul_1/StackPopV2mtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/tuple/control_dependency"
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training_1/gradients/AddN_30AddNhtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/Select_1_grad/tuple/control_dependencyotraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/tuple/control_dependency_1"
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/device:GPU:0*

T0

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training_1/gradients/AddN_31AddNhtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Select_1_grad/tuple/control_dependencyotraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/tuple/control_dependency_1"
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/device:GPU:0*

T0

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^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Tanh_grad/TanhGradTanhGradetraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/StackPopV2qtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/tuple/control_dependency_1"
/device:GPU:0*

T0

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Ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/ShapeShape>char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/split:2"
/device:GPU:0*

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/device:GPU:0*

T0
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ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/ConstConst"
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/device:GPU:0*

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ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/EnterEnterptraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*

T0*
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*
parallel_iterations *J

frame_name<:char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
?
vtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPushV2StackPushV2ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/EnterZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/Shape^training_1/gradients/Add_7"
/device:GPU:0*

T0*
swap_memory(
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utraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2
StackPopV2{training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2/Enter^training_1/gradients/Sub_7"
/device:GPU:0*
	elem_type0
?
{training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2/EnterEnterptraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*

T0*
is_constant(
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parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
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Xtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/SumSumdtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Sigmoid_grad/SigmoidGradjtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs"
/device:GPU:0*

Tidx0*
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\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/ReshapeReshapeXtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/Sumutraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2"
/device:GPU:0*

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Ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/Sum_1Sumdtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Sigmoid_grad/SigmoidGradltraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs:1"
/device:GPU:0*

T0
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Tidx0*
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^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/Reshape_1ReshapeZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/Sum_1\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/Shape_1"
/device:GPU:0*

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/device:GPU:0
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mtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/tuple/control_dependencyIdentity\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/Reshapef^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/tuple/group_deps"
/device:GPU:0*

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caloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/Reshape
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otraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/tuple/control_dependency_1Identity^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/Reshape_1f^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/tuple/group_deps"
/device:GPU:0*

T0
*q
_classg
ecloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/Reshape_1
?

_training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/Switch_3_grad_1/NextIteration
NextIterationtraining_1/gradients/AddN_30"
/device:GPU:0*

T0

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Ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/ShapeShape>char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/split:2"
/device:GPU:0*

T0
*
out_type0
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\training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Shape_1Const^training_1/gradients/Sub_8"
/device:GPU:0*
valueB*
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jtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgsBroadcastGradientArgsutraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2\training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Shape_1"
/device:GPU:0*

T0
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ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/ConstConst"
/device:GPU:0*
valueB:
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a_loc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Shape*
dtype0
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ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/f_accStackV2ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/Const"
/device:GPU:0*m
_classc
a_loc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Shape*

stack_name*
	elem_type0
?
ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/EnterEnterptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*
parallel_iterations *J

frame_name<:char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context*

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is_constant(

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vtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPushV2StackPushV2ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/EnterZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Shape^training_1/gradients/Add_8"
/device:GPU:0*

T0*
swap_memory(
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utraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2
StackPopV2{training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2/Enter^training_1/gradients/Sub_8"
/device:GPU:0*
	elem_type0
?
{training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2/EnterEnterptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context
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Xtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/SumSumdtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Sigmoid_grad/SigmoidGradjtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs"
/device:GPU:0*

T0
*

Tidx0*
	keep_dims(
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\training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/ReshapeReshapeXtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Sumutraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2"
/device:GPU:0*

T0
*
Tshape0
?
Ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Sum_1Sumdtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Sigmoid_grad/SigmoidGradltraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs:1"
/device:GPU:0*

Tidx0*
	keep_dims(*

T0

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^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Reshape_1ReshapeZtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Sum_1\training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Shape_1"
/device:GPU:0*

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etraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/tuple/group_depsNoOp]^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Reshape_^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Reshape_1"
/device:GPU:0
?
mtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/tuple/control_dependencyIdentity\training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Reshapef^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/tuple/group_deps"
/device:GPU:0*

T0
*o
_classe
caloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Reshape
?
otraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/tuple/control_dependency_1Identity^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Reshape_1f^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/tuple/group_deps"
/device:GPU:0*

T0
*q
_classg
ecloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/Reshape_1
?

_training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/Switch_3_grad_1/NextIteration
NextIterationtraining_1/gradients/AddN_31"
/device:GPU:0*

T0

?
]training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/split_grad/concatConcatV2ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Sigmoid_1_grad/SigmoidGrad^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Tanh_grad/TanhGradmtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/tuple/control_dependencyftraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Sigmoid_2_grad/SigmoidGradctraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/split_grad/concat/Const"
/device:GPU:0*

Tidx0*

T0
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N
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ctraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/split_grad/concat/ConstConst^training_1/gradients/Sub_7"
/device:GPU:0*
value	B:

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dtype0
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]training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/split_grad/concatConcatV2ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Sigmoid_1_grad/SigmoidGrad^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Tanh_grad/TanhGradmtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/tuple/control_dependencyftraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Sigmoid_2_grad/SigmoidGradctraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/split_grad/concat/Const"
/device:GPU:0*

T0
*

N*

Tidx0
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ctraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/split_grad/concat/ConstConst^training_1/gradients/Sub_8"
/device:GPU:0*
dtype0*
value	B:


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dtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/BiasAddGradBiasAddGrad]training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/split_grad/concat"
/device:GPU:0*
data_formatNHWC*

T0

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itraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/tuple/group_depsNoOpe^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/BiasAddGrad^^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/split_grad/concat"
/device:GPU:0
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qtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/tuple/control_dependencyIdentity]training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/split_grad/concatj^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/tuple/group_deps"
/device:GPU:0*

T0
*p
_classf
dbloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/split_grad/concat
?
straining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency_1Identitydtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/BiasAddGradj^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/tuple/group_deps"
/device:GPU:0*

T0
*w
_classm
kiloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/BiasAddGrad
?
dtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/BiasAddGradBiasAddGrad]training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/split_grad/concat"
/device:GPU:0*
data_formatNHWC*

T0

?
itraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/group_depsNoOpe^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/BiasAddGrad^^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/split_grad/concat"
/device:GPU:0
?
qtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/control_dependencyIdentity]training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/split_grad/concatj^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/group_deps"
/device:GPU:0*

T0
*p
_classf
dbloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/split_grad/concat
?
straining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency_1Identitydtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/BiasAddGradj^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/group_deps"
/device:GPU:0*

T0
*w
_classm
kiloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/BiasAddGrad
?
^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMulMatMulqtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/tuple/control_dependencydtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul/Enter"
/device:GPU:0*
transpose_b(
*

T0
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transpose_a(
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dtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul/EnterEnter9char_repr_lstm/bidirectional_rnn/fw/lstm_cell/kernel/read"
/device:GPU:0*

T0
*
is_constant(
*
parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
?
`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1MatMulktraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2qtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency"
/device:GPU:0*
transpose_b(*

T0
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transpose_a(

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ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/ConstConst"
/device:GPU:0*
valueB:
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DBloc:@char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat*
dtype0
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ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/f_accStackV2ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/Const"
/device:GPU:0*
	elem_type0
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DBloc:@char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat*

stack_name
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ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/EnterEnterftraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/f_acc"
/device:GPU:0*

T0*
is_constant(
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parallel_iterations *J

frame_name<:char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
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ltraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2StackPushV2ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/Enter=char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat^training_1/gradients/Add_7"
/device:GPU:0*
swap_memory(*

T0

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ktraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2
StackPopV2qtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2/Enter^training_1/gradients/Sub_7"
/device:GPU:0*
	elem_type0

?
qtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2/EnterEnterftraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
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htraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/group_depsNoOp_^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMula^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1"
/device:GPU:0
?
ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependencyIdentity^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMuli^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/group_deps"
/device:GPU:0*

T0
*q
_classg
ecloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul
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/device:GPU:0*

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/device:GPU:0*
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frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context*

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frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context*

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/device:GPU:0*

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