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ner-dl.blstm_10_300_128_100.pb Maven / Gradle / Ivy

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4inference/cond_2/rnn_1/while/TensorArrayReadV3/EnterEnter$inference/cond_2/rnn_1/TensorArray_1"
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2inference/cond_2/rnn_1/while/strided_slice/stack_1Const&^inference/cond_2/rnn_1/while/Identity"
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2inference/cond_2/rnn_1/while/strided_slice/stack_2Const&^inference/cond_2/rnn_1/while/Identity"
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value	B:

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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"
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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"
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T0*

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"inference/cond_2/rnn_1/transpose_1	Transpose;inference/cond_2/rnn_1/TensorArrayStack/TensorArrayGatherV3inference/cond_2/rnn_1/concat_2"
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inference/cond_2/concat/axisConst^inference/cond_2/switch_f"
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inference/cond_2/concatConcatV2inference/cond_2/ExpandDims_2inference/cond_2/Squeeze_2inference/cond_2/concat/axis"
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inference/cond_2/Max_1Max!inference/cond_2/rnn/while/Exit_3(inference/cond_2/Max_1/reduction_indices"
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inference/cond_2/MergeMerge"inference/cond_2/ReverseSequence_1inference/cond_2/Cast"
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inference/cond_2/Merge_1Mergeinference/cond_2/Max_1inference/cond_2/Max"
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inference/lossIdentityinference/Mean"
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training_1/gradients/ShapeConst"
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training_1/gradients/f_countConst^inference/cond_1/switch_f"
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[
training_1/gradients/f_count_2Exittraining_1/gradients/Switch"
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q
training_1/gradients/b_countConst^inference/cond_1/switch_f"
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?

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'training_1/gradients/GreaterEqual/EnterEntertraining_1/gradients/b_count"
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training_1/gradients/b_count_2LoopCond!training_1/gradients/GreaterEqual"
/device:GPU:0
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training_1/gradients/f_count_3Const"
/device:GPU:0*
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NextIterationtraining_1/gradients/Add_1g^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?
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/device:GPU:0*

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

T0
W
training_1/gradients/b_count_4Const"
/device:GPU:0*
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training_1/gradients/b_count_6LoopCond#training_1/gradients/GreaterEqual_1"
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/device:GPU:0*

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/device:GPU:0*o
_classe
caloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Shape_1*

stack_name*
	elem_type0
?
rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/Enter_1Enterrtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_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
?
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_1"
/device:GPU:0*
swap_memory(*

T0
?
wtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1
StackPopV2}training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1/Enter^training_1/gradients/Sub_1"
/device:GPU:0*
	elem_type0
?
}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*

T0*
is_constant(
*
parallel_iterations *_

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

T0

?
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*

Tidx0*
	keep_dims(*

T0

?
\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"
/device:GPU:0*

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

T0

?

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

stack_name*
	elem_type0

?
`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Mul_1/EnterEnter`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/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/fw/fw/while/while_context
?
ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Mul_1/StackPushV2StackPushV2`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Mul_1/Enter>char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Sigmoid^training_1/gradients/Add_1"
/device:GPU:0*

T0
*
swap_memory(
?
etraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Mul_1/StackPopV2
StackPopV2ktraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Mul_1/StackPopV2/Enter^training_1/gradients/Sub_1"
/device:GPU:0*
	elem_type0

?
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*
parallel_iterations *_

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

T0*
is_constant(

?
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"
/device:GPU:0*

Tidx0*
	keep_dims(*

T0

?
^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"
/device:GPU:0*

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

T0
*o
_classe
caloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Reshape
?
otraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/tuple/control_dependency_1Identity^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_grad/Reshape_1f^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_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_grad/Reshape_1
?

\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/ShapeShape@char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Sigmoid_1"
/device:GPU:0*

T0
*
out_type0
?

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

T0
*
out_type0
?
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"
/device:GPU:0*

T0
?
rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/ConstConst"
/device:GPU:0*
valueB:
?????????
*o
_classe
caloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Shape*
dtype0
?
rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/f_accStackV2rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/Const"
/device:GPU:0*

stack_name*
	elem_type0*o
_classe
caloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Shape
?
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"
/device:GPU:0*
parallel_iterations *J

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

T0*
is_constant(

?
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_1"
/device:GPU:0*
swap_memory(*

T0
?
wtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2
StackPopV2}training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2/Enter^training_1/gradients/Sub_1"
/device:GPU:0*
	elem_type0
?
}training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2/EnterEnterrtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/f_acc"
/device:GPU:0*

T0*
is_constant(
*
parallel_iterations *_

frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
?
ttraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/Const_1Const"
/device:GPU:0*
valueB:
?????????
*q
_classg
ecloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Shape_1*
dtype0
?
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*
	elem_type0*q
_classg
ecloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/mul_1_grad/Shape_1*

stack_name
?
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_1"
/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_1"
/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*

stack_name*
	elem_type0
*N
_classD
B@loc:@char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Tanh
?
`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*
parallel_iterations *J

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

T0*
is_constant(

?
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_1"
/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_1"
/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
?
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*

stack_name*
	elem_type0
*S
_classI
GEloc:@char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/Sigmoid_1
?
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*
parallel_iterations *J

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

T0*
is_constant(

?
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_1"
/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_1"
/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
?
\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*

T0
*

Tidx0*
	keep_dims(
?
`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
*
Tshape0
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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*

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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
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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
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\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*

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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
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ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/ConstConst"
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dtype0*
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a_loc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Shape
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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"
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a_loc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Shape*

stack_name
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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*

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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_2"
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swap_memory(*

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utraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2
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{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*

T0*
is_constant(
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frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context
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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
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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*

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is_constant(
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frame_name<: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/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_2"
/device:GPU:0*

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swap_memory(
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wtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1
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}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*
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frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context*

T0*
is_constant(

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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"
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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*

Tidx0*
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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*

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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*

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`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"
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stack_name*
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`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"
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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_2"
/device:GPU:0*

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swap_memory(
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etraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/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/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*

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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_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*

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^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"
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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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/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"
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T0
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/device:GPU:0*o
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caloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Shape*

stack_name*
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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"
/device:GPU:0*
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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_2"
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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*

T0*
is_constant(

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ttraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/f_acc_1StackV2ttraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/BroadcastGradientArgs/Const_1"
/device:GPU:0*

stack_name*
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ecloc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Shape_1
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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_2"
/device:GPU:0*

T0*
swap_memory(
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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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/device:GPU:0*
	elem_type0
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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*

T0*
is_constant(
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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/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*

T0

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valueB:
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`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/f_accStackV2`training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul/Const"
/device:GPU:0*
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B@loc:@char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Tanh*

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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is_constant(
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frame_name<:char_repr_lstm/bidirectional_rnn/bw/bw/while/while_context
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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_2"
/device:GPU:0*
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_2"
/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*
parallel_iterations *_

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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T0

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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*

T0
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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*

T0

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btraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/ConstConst"
/device:GPU:0*
valueB:
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/device:GPU:0*S
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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*
parallel_iterations *J

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

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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_2"
/device:GPU:0*
swap_memory(*

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gtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/StackPopV2
StackPopV2mtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Mul_1/StackPopV2/Enter^training_1/gradients/Sub_2"
/device:GPU:0*
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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*

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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/device:GPU:0*

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

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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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otraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/tuple/control_dependencyIdentity^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/Reshapeh^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_1_grad/tuple/group_deps"
/device:GPU:0*

T0
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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"
/device:GPU:0*

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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"
/device:GPU:0*

T0

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training_1/gradients/AddN_15AddNhtraining_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"
/device:GPU:0*

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/device:GPU:0*

T0

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

T0

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dtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/Sigmoid_grad/SigmoidGradSigmoidGradetraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/Mul_1/StackPopV2mtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/mul_grad/tuple/control_dependency"
/device:GPU:0*

T0

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training_1/gradients/AddN_16AddNhtraining_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"
/device:GPU:0*

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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*

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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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\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/Shape_1Const^training_1/gradients/Sub_1"
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jtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgsBroadcastGradientArgsutraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/Shape_1"
/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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valueB:
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ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/f_accStackV2ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/Const"
/device:GPU:0*m
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a_loc:@training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/Shape*

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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*

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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_1"
/device:GPU:0*

T0*
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utraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2
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{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*

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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"
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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"
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/device:GPU:0*

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/device:GPU:0*

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ptraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/ConstConst"
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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"
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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"
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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_2"
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swap_memory(*

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utraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2
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/device:GPU:0*
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{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*

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

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/device:GPU:0*

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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_2"
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/device:GPU:0*

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/device:GPU:0*

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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"
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/device:GPU:0*

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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*

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/device:GPU:0*

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

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/device:GPU:0*

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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*

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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_1"
/device:GPU:0*

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ktraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2
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/device:GPU:0*
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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*

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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
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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*

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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/BiasAdd/Enter_grad/SwitchSwitchftraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_2training_1/gradients/b_count_6"
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btraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/AddAddgtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/Switch:1straining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency_1"
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ltraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration
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^training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMulMatMulqtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/control_dependencydtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul/Enter"
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/device:GPU:0*

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/device:GPU:0*

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/device:GPU:0*

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ltraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPushV2StackPushV2ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/Enter=char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/concat^training_1/gradients/Add_2"
/device:GPU:0*

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swap_memory(
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ktraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/MatMul_grad/MatMul_1/StackPopV2
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/device:GPU:0*

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

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/device:GPU:0*

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dtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_accConst"
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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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ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_2Mergeftraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_1ltraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration"
/device:GPU:0*

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etraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/SwitchSwitchftraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_2training_1/gradients/b_count_10"
/device:GPU:0*

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btraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/AddAddgtraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/Switch:1straining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd_grad/tuple/control_dependency_1"
/device:GPU:0*

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ltraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/NextIteration
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/device:GPU:0*

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ftraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/b_acc_3Exitetraining_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/BiasAdd/Enter_grad/Switch"
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\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/RankConst^training_1/gradients/Sub_1"
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[training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/modFloorMod]training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Const\training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/Rank"
/device:GPU:0*

T0
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]training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeShape>char_repr_lstm/bidirectional_rnn/fw/fw/while/TensorArrayReadV3"
/device:GPU:0*

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^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeNShapeNitraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/StackPopV2etraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/Select_2_grad/zeros_like/StackPopV2"
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dtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/EnterEnterdtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN/f_acc"
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frame_nameQOtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/while_context
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dtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ConcatOffsetConcatOffset[training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/mod^training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN`training_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/concat_grad/ShapeN:1"
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N
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atraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/AddAddftraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/Switch:1rtraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul_grad/tuple/control_dependency_1"
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T0

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ktraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/lstm_cell/MatMul/Enter_grad/NextIteration
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T0

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]training_1/gradients/char_repr_lstm/bidirectional_rnn/bw/bw/while/lstm_cell/concat_grad/ConstConst^training_1/gradients/Sub_2"
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value	B:

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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/concat_grad/ShapeShape>char_repr_lstm/bidirectional_rnn/bw/bw/while/TensorArrayReadV3"
/device:GPU:0*

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N
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ztraining_1/gradients/char_repr_lstm/bidirectional_rnn/fw/fw/while/TensorArrayReadV3_grad/TensorArrayGrad/TensorArrayGradV3TensorArrayGradV3?
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Otraining_1/Adam/update_context_repr/lstm-1/lstm_fused_cell_1/w_f_diag/ApplyAdam	ApplyAdam.context_repr/lstm-1/lstm_fused_cell_1/w_f_diagtraining/context_repr/lstm-1/lstm_fused_cell_1/w_f_diag/Adam_1training_1/beta1_power/readtraining_1/beta2_power/readtraining/lrtraining_1/Adam/beta1training_1/Adam/beta2training_1/Adam/epsilontraining_1/clip_by_value_28"
/device:GPU:0*
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Otraining_1/Adam/update_context_repr/lstm-1/lstm_fused_cell_1/w_o_diag/ApplyAdam	ApplyAdam.context_repr/lstm-1/lstm_fused_cell_1/w_o_diagtraining/context_repr/lstm-1/lstm_fused_cell_1/w_o_diag/Adam_1training_1/beta1_power/readtraining_1/beta2_power/readtraining/lrtraining_1/Adam/beta1training_1/Adam/beta2training_1/Adam/epsilontraining_1/clip_by_value_29"
/device:GPU:0*

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Ktraining_1/Adam/update_context_repr/lstm-2/lstm_fused_cell/kernel/ApplyAdam	ApplyAdam*context_repr/lstm-2/lstm_fused_cell/kernel8training/context_repr/lstm-2/lstm_fused_cell/kernel/Adam:training/context_repr/lstm-2/lstm_fused_cell/kernel/Adam_1training_1/beta1_power/readtraining_1/beta2_power/readtraining/lrtraining_1/Adam/beta1training_1/Adam/beta2training_1/Adam/epsilontraining_1/clip_by_value_30"
/device:GPU:0*

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/device:GPU:0*
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/device:GPU:0*
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/device:GPU:0*

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Otraining_1/Adam/update_context_repr/lstm-2/lstm_fused_cell_1/w_o_diag/ApplyAdam	ApplyAdam.context_repr/lstm-2/lstm_fused_cell_1/w_o_diagtraining/context_repr/lstm-2/lstm_fused_cell_1/w_o_diag/Adam_1training_1/beta1_power/readtraining_1/beta2_power/readtraining/lrtraining_1/Adam/beta1training_1/Adam/beta2training_1/Adam/epsilontraining_1/clip_by_value_39"
/device:GPU:0*
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/device:GPU:0*
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/device:GPU:0
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save/ConstConst*
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?4
save/SaveV2/tensor_namesConst*
dtype0*?4
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B
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bBchar_repr_cnn/char_embeddingsBchar_repr_cnn/conv1d/biasBchar_repr_cnn/conv1d/kernelB2char_repr_lstm/bidirectional_rnn/bw/lstm_cell/biasB4char_repr_lstm/bidirectional_rnn/bw/lstm_cell/kernelB2char_repr_lstm/bidirectional_rnn/fw/lstm_cell/biasB4char_repr_lstm/bidirectional_rnn/fw/lstm_cell/kernelBchar_repr_lstm/char_embeddingsBcontext_repr/WBcontext_repr/bB(context_repr/lstm-0/lstm_fused_cell/biasB*context_repr/lstm-0/lstm_fused_cell/kernelB,context_repr/lstm-0/lstm_fused_cell/w_f_diagB,context_repr/lstm-0/lstm_fused_cell/w_i_diagB,context_repr/lstm-0/lstm_fused_cell/w_o_diagB*context_repr/lstm-0/lstm_fused_cell_1/biasB,context_repr/lstm-0/lstm_fused_cell_1/kernelB.context_repr/lstm-0/lstm_fused_cell_1/w_f_diagB.context_repr/lstm-0/lstm_fused_cell_1/w_i_diagB.context_repr/lstm-0/lstm_fused_cell_1/w_o_diagB(context_repr/lstm-1/lstm_fused_cell/biasB*context_repr/lstm-1/lstm_fused_cell/kernelB,context_repr/lstm-1/lstm_fused_cell/w_f_diagB,context_repr/lstm-1/lstm_fused_cell/w_i_diagB,context_repr/lstm-1/lstm_fused_cell/w_o_diagB*context_repr/lstm-1/lstm_fused_cell_1/biasB,context_repr/lstm-1/lstm_fused_cell_1/kernelB.context_repr/lstm-1/lstm_fused_cell_1/w_f_diagB.context_repr/lstm-1/lstm_fused_cell_1/w_i_diagB.context_repr/lstm-1/lstm_fused_cell_1/w_o_diagB(context_repr/lstm-2/lstm_fused_cell/biasB*context_repr/lstm-2/lstm_fused_cell/kernelB,context_repr/lstm-2/lstm_fused_cell/w_f_diagB,context_repr/lstm-2/lstm_fused_cell/w_i_diagB,context_repr/lstm-2/lstm_fused_cell/w_o_diagB*context_repr/lstm-2/lstm_fused_cell_1/biasB,context_repr/lstm-2/lstm_fused_cell_1/kernelB.context_repr/lstm-2/lstm_fused_cell_1/w_f_diagB.context_repr/lstm-2/lstm_fused_cell_1/w_i_diagB.context_repr/lstm-2/lstm_fused_cell_1/w_o_diagBinference/transition_paramsBtraining/W/AdamBtraining/W/Adam_1Btraining/b/AdamBtraining/b/Adam_1B+training/char_repr_cnn/char_embeddings/AdamB-training/char_repr_cnn/char_embeddings/Adam_1B'training/char_repr_cnn/conv1d/bias/AdamB)training/char_repr_cnn/conv1d/bias/Adam_1B)training/char_repr_cnn/conv1d/kernel/AdamB+training/char_repr_cnn/conv1d/kernel/Adam_1B@training/char_repr_lstm/bidirectional_rnn/bw/lstm_cell/bias/AdamBBtraining/char_repr_lstm/bidirectional_rnn/bw/lstm_cell/bias/Adam_1BBtraining/char_repr_lstm/bidirectional_rnn/bw/lstm_cell/kernel/AdamBDtraining/char_repr_lstm/bidirectional_rnn/bw/lstm_cell/kernel/Adam_1B@training/char_repr_lstm/bidirectional_rnn/fw/lstm_cell/bias/AdamBBtraining/char_repr_lstm/bidirectional_rnn/fw/lstm_cell/bias/Adam_1BBtraining/char_repr_lstm/bidirectional_rnn/fw/lstm_cell/kernel/AdamBDtraining/char_repr_lstm/bidirectional_rnn/fw/lstm_cell/kernel/Adam_1B,training/char_repr_lstm/char_embeddings/AdamB.training/char_repr_lstm/char_embeddings/Adam_1Btraining/context_repr/W/AdamBtraining/context_repr/W/Adam_1Btraining/context_repr/b/AdamBtraining/context_repr/b/Adam_1B6training/context_repr/lstm-0/lstm_fused_cell/bias/AdamB8training/context_repr/lstm-0/lstm_fused_cell/bias/Adam_1B8training/context_repr/lstm-0/lstm_fused_cell/kernel/AdamB:training/context_repr/lstm-0/lstm_fused_cell/kernel/Adam_1B:training/context_repr/lstm-0/lstm_fused_cell/w_f_diag/AdamBtraining/context_repr/lstm-0/lstm_fused_cell_1/w_f_diag/Adam_1Btraining/context_repr/lstm-0/lstm_fused_cell_1/w_i_diag/Adam_1Btraining/context_repr/lstm-0/lstm_fused_cell_1/w_o_diag/Adam_1B6training/context_repr/lstm-1/lstm_fused_cell/bias/AdamB8training/context_repr/lstm-1/lstm_fused_cell/bias/Adam_1B8training/context_repr/lstm-1/lstm_fused_cell/kernel/AdamB:training/context_repr/lstm-1/lstm_fused_cell/kernel/Adam_1B:training/context_repr/lstm-1/lstm_fused_cell/w_f_diag/AdamBtraining/context_repr/lstm-1/lstm_fused_cell_1/w_f_diag/Adam_1Btraining/context_repr/lstm-1/lstm_fused_cell_1/w_i_diag/Adam_1Btraining/context_repr/lstm-1/lstm_fused_cell_1/w_o_diag/Adam_1B6training/context_repr/lstm-2/lstm_fused_cell/bias/AdamB8training/context_repr/lstm-2/lstm_fused_cell/bias/Adam_1B8training/context_repr/lstm-2/lstm_fused_cell/kernel/AdamB:training/context_repr/lstm-2/lstm_fused_cell/kernel/Adam_1B:training/context_repr/lstm-2/lstm_fused_cell/w_f_diag/AdamBtraining/context_repr/lstm-2/lstm_fused_cell_1/w_f_diag/Adam_1Btraining/context_repr/lstm-2/lstm_fused_cell_1/w_i_diag/Adam_1Btraining/context_repr/lstm-2/lstm_fused_cell_1/w_o_diag/Adam_1B)training/inference/transition_params/AdamB+training/inference/transition_params/Adam_1Btraining_1/beta1_powerBtraining_1/beta2_power
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