assertion_dl.blstm_34_32_30_200_6.pb Maven / Gradle / Ivy
h
word_repr/word_embeddings Placeholder"
/device:CPU:0*"
shape: ???????????*
dtype0
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training/labels Placeholder"
/device:CPU:0*
dtype0*
shape: ?????????
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word_repr/sentence_lengths Placeholder"
/device:CPU:0*
dtype0*
shape:
?????????
A
ConstConst"
/device:CPU:0*
value B
* ??*
dtype0
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training/dropoutPlaceholderWithDefaultConst"
/device:CPU:0*
dtype0*
shape:
C
Const_1Const"
/device:CPU:0*
value B
*
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dtype0
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training/lrPlaceholderWithDefaultConst_1"
/device:CPU:0*
dtype0*
shape:
E
DropoutWrapperInit/ConstConst*
dtype0*
value B
* ??
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DropoutWrapperInit/Const_1Const*
value B
* ??*
dtype0
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DropoutWrapperInit_1/ConstConst*
value B
* ??*
dtype0
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DropoutWrapperInit_1/Const_1Const*
value B
* ??*
dtype0
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DropoutWrapperInit_2/ConstConst*
value B
* ??*
dtype0
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DropoutWrapperInit_2/Const_1Const*
value B
* ??*
dtype0
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DropoutWrapperInit_3/ConstConst*
value B
* ??*
dtype0
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DropoutWrapperInit_3/Const_1Const*
value B
* ??*
dtype0
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DropoutWrapperInit_4/ConstConst*
value B
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dtype0
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DropoutWrapperInit_4/Const_1Const*
value B
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dtype0
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DropoutWrapperInit_5/ConstConst*
value B
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dtype0
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DropoutWrapperInit_5/Const_1Const*
value B
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dtype0
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;stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/RankConst*
value B :*
dtype0
l
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/range/startConst*
value B :*
dtype0
l
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/range/deltaConst*
value B :*
dtype0
?
stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Shape_1ShapeFstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/sequence_length*
T0*
out_type0
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stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Shape_1stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Shape_1*
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Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/CheckSeqLenIdentityFstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/sequence_lengthE^stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Assert/Assert*
T0
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>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Shape_2Shape@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/transpose*
T0*
out_type0
z
Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_1/stackConst*
value
B : *
dtype0
|
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_1/stack_1Const*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_1/stack_2Const*
value
B :*
dtype0
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Fstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_1 StridedSlice>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Shape_2Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_1/stackNstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_1/stack_1Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_1/stack_2*
shrink_axis_mask*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask *
T0*
Index0
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>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Shape_3Shape@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/transpose*
T0*
out_type0
z
Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_2/stackConst*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_2/stack_1Const*
dtype0*
value
B :
|
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_2/stack_2Const*
value
B :*
dtype0
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Fstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_2 StridedSlice>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Shape_3Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_2/stackNstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_2/stack_1Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_2/stack_2*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask *
T0*
Index0*
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o
Estack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/ExpandDims/dimConst*
value B : *
dtype0
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Astack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/ExpandDims
ExpandDimsFstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_2Estack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/ExpandDims/dim*
T0*
Tdim0
l
>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Const_1Const*
value
B :"*
dtype0
n
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/concat_1/axisConst*
value B : *
dtype0
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?stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/concat_1ConcatV2Astack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/ExpandDims>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Const_1Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/concat_1/axis*
Tidx0*
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N
o
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/zeros/ConstConst*
dtype0*
value B
*
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stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Const_2Const*
value
B : *
dtype0
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:stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/MinMinBstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/CheckSeqLen>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Const_2*
T0*
keep_dims( *
Tidx0
l
>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Const_3Const*
value
B : *
dtype0
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:stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/MaxMaxBstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/CheckSeqLen>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Const_3*
keep_dims( *
Tidx0*
T0
e
;stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/timeConst*
value B : *
dtype0
?
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArray
TensorArrayV3Fstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_1*
identical_element_shapes(*b
tensor_array_nameMKstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/dynamic_rnn/output_0*
dtype0*$
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dynamic_size( *
clear_after_read(
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Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArray_1
TensorArrayV3Fstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_1*a
tensor_array_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/dynamic_rnn/input_0*
dtype0*%
element_shape: ??????????*
dynamic_size( *
clear_after_read(*
identical_element_shapes(
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Ostack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/ShapeShape@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/transpose*
T0*
out_type0
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]stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stackConst*
value
B : *
dtype0
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_stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_1Const*
value
B :*
dtype0
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_stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_2Const*
value
B :*
dtype0
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Wstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice StridedSliceOstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/Shape]stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_1_stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_2*
shrink_axis_mask*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask *
T0*
Index0
Ustack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/range/startConst*
value B : *
dtype0
Ustack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/range/deltaConst*
value B :*
dtype0
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Ostack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/rangeRangeUstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/range/startWstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_sliceUstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/range/delta*
Tidx0
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qstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3TensorArrayScatterV3Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArray_1Ostack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/range@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/transposeFstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArray_1:1*
T0*S
_classI
GEloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/transpose
x
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/iteration_counterConst*
dtype0*
value B :
?
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/EnterEnterNstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/iteration_counter*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/while_context
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Enter_1Enter;stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/time*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/while_context
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Enter_2EnterDstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArray:1*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/while_context
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Enter_3Enterkstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/DropoutWrapperZeroState/BasicLSTMCellZeroState/zeros*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/while_context
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Enter_4Entermstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/DropoutWrapperZeroState/BasicLSTMCellZeroState/zeros_1*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/while_context
?
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/MergeMergeBstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/EnterJstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/NextIteration*
T0*
N
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge_1MergeDstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Enter_1Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/NextIteration_1*
T0*
N
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge_2MergeDstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Enter_2Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/NextIteration_2*
T0*
N
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge_3MergeDstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Enter_3Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/NextIteration_3*
T0*
N
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge_4MergeDstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Enter_4Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/NextIteration_4*
N*
T0
?
Astack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/LessLessBstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/MergeGstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Less/Enter*
T0
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Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Less/EnterEnterFstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/strided_slice_1*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/while_context
?
Cstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Less_1LessDstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge_1Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Less/Enter*
T0
?
Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/LogicalAnd
LogicalAndAstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/LessCstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Less_1
?
Estack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/LoopCondLoopCondGstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/LogicalAnd
?
Cstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/SwitchSwitchBstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/MergeEstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/LoopCond*
T0*U
_classK
IGloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge
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Estack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Switch_1SwitchDstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge_1Estack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/LoopCond*
T0*W
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KIloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge_1
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Estack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Switch_2SwitchDstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge_2Estack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge_2
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Estack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Switch_3SwitchDstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge_3Estack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge_3
?
Estack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Switch_4SwitchDstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge_4Estack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/LoopCond*
T0*W
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KIloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Merge_4
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Estack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/IdentityIdentityEstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Switch:1*
T0
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Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Identity_1IdentityGstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Switch_1:1*
T0
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Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Identity_2IdentityGstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Switch_2:1*
T0
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Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Identity_3IdentityGstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Switch_3:1*
T0
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Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Identity_4IdentityGstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Switch_4:1*
T0
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Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/add/yConstF^stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Identity*
dtype0*
value B :
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@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/addAddEstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/IdentityBstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/add/y*
T0
?
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/TensorArrayReadV3TensorArrayReadV3Tstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/TensorArrayReadV3/EnterGstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/Identity_1Vstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/TensorArrayReadV3/Enter_1*
dtype0
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Tstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/TensorArrayReadV3/EnterEnterDstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArray_1*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/while_context*
T0*
is_constant(
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Vstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/TensorArrayReadV3/Enter_1Enterqstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/while/while_context*
T0*
is_constant(
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_stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform/shapeConst*Q
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ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel*
valueB"? ? *
dtype0
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]stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform/minConst*
dtype0*Q
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ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel*
value B
*? ?
?
]stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform/maxConst*Q
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ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel*
value B
*? >*
dtype0
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gstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform/RandomUniform
RandomUniform_stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform/shape*
seed *
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel*
dtype0*
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]stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform/subSub]stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform/max]stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform/min*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel
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]stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform/mulMulgstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform/RandomUniform]stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform/sub*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel
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Ystack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniformAdd]stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform/mul]stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform/min*
T0*Q
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>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel
VariableV2*
shared_name *Q
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ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel*
dtype0*
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shape :
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Estack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/AssignAssign>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernelYstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/Initializer/random_uniform*
use_locking(*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel*
validate_shape(
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Cstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel/readIdentity>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/kernel*
T0
?
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/bias/Initializer/zerosConst*
dtype0*O
_classE
CAloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw1/bias*
valueB?*
?
stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Const_4Const*
value
B :"*
dtype0
g
=stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Rank_1Const*
value B :*
dtype0
n
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/range_1/startConst*
value B :*
dtype0
n
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/range_1/deltaConst*
value B :*
dtype0
?
>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/range_1RangeDstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/range_1/start=stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/Rank_1Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/range_1/delta*
Tidx0
}
Hstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/concat_2/values_0Const*
valueB" *
dtype0
n
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/concat_2/axisConst*
value B : *
dtype0
?
?stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/concat_2ConcatV2Hstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/concat_2/values_0>stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/range_1Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/concat_2/axis*
Tidx0*
T0*
N
?
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/transpose_1 Transpose[stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/TensorArrayStack/TensorArrayGatherV3?stack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/concat_2*
T0*
Tperm0
?
Cstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/ReverseSequenceReverseSequenceword_repr/word_embeddingsword_repr/sentence_lengths*
T0*
seq_dim*
Tlen0*
batch_dim
e
;stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/RankConst*
dtype0*
value B :
l
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/range/startConst*
value B :*
dtype0
l
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/range/deltaConst*
value B :*
dtype0
?
stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Shape_1ShapeFstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/sequence_length*
T0*
out_type0
?
stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Shape_1stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Shape_1*
T
2*
summarize
?
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/CheckSeqLenIdentityFstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/sequence_lengthE^stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Assert/Assert*
T0
?
>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Shape_2Shape@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/transpose*
T0*
out_type0
z
Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_1/stackConst*
value
B : *
dtype0
|
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_1/stack_1Const*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_1/stack_2Const*
value
B :*
dtype0
?
Fstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_1 StridedSlice>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Shape_2Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_1/stackNstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_1/stack_1Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_1/stack_2*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask *
T0*
Index0*
shrink_axis_mask
?
>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Shape_3Shape@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/transpose*
T0*
out_type0
z
Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_2/stackConst*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_2/stack_1Const*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_2/stack_2Const*
value
B :*
dtype0
?
Fstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_2 StridedSlice>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Shape_3Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_2/stackNstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_2/stack_1Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_2/stack_2*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask *
T0*
Index0*
shrink_axis_mask
o
Estack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/ExpandDims/dimConst*
value B : *
dtype0
?
Astack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/ExpandDims
ExpandDimsFstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_2Estack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/ExpandDims/dim*
Tdim0*
T0
l
>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Const_1Const*
value
B :"*
dtype0
n
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/concat_1/axisConst*
dtype0*
value B :
?
?stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/concat_1ConcatV2Astack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/ExpandDims>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Const_1Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/concat_1/axis*
T0*
N*
Tidx0
o
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/zeros/ConstConst*
value B
* *
dtype0
?
stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Const_2Const*
value
B : *
dtype0
?
:stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/MinMinBstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/CheckSeqLen>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Const_2*
T0*
keep_dims( *
Tidx0
l
>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Const_3Const*
value
B : *
dtype0
?
:stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/MaxMaxBstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/CheckSeqLen>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Const_3*
keep_dims( *
Tidx0*
T0
e
;stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/timeConst*
value B : *
dtype0
?
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArray
TensorArrayV3Fstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_1*b
tensor_array_nameMKstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/dynamic_rnn/output_0*
dtype0*$
element_shape: ?????????"*
dynamic_size( *
clear_after_read(*
identical_element_shapes(
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArray_1
TensorArrayV3Fstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_1*
identical_element_shapes(*a
tensor_array_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/dynamic_rnn/input_0*
dtype0*%
element_shape: ??????????*
clear_after_read(*
dynamic_size(
?
Ostack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/ShapeShape@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/transpose*
T0*
out_type0
?
]stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stackConst*
value
B : *
dtype0
?
_stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_1Const*
value
B :*
dtype0
?
_stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_2Const*
value
B :*
dtype0
?
Wstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice StridedSliceOstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/Shape]stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_1_stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_2*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask *
Index0*
T0*
shrink_axis_mask
Ustack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/range/startConst*
value B : *
dtype0
Ustack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/range/deltaConst*
value B :*
dtype0
?
Ostack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/rangeRangeUstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/range/startWstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_sliceUstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/range/delta*
Tidx0
?
qstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3TensorArrayScatterV3Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArray_1Ostack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/range@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/transposeFstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArray_1:1*
T0*S
_classI
GEloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/transpose
x
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/iteration_counterConst*
value B : *
dtype0
?
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/EnterEnterNstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/iteration_counter*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/while_context
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Enter_1Enter;stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/time*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/while_context
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Enter_2EnterDstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArray:1*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/while_context
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Enter_3Enterkstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/DropoutWrapperZeroState/BasicLSTMCellZeroState/zeros*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/while_context
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Enter_4Entermstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/DropoutWrapperZeroState/BasicLSTMCellZeroState/zeros_1*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/while_context
?
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/MergeMergeBstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/EnterJstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/NextIteration*
T0*
N
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge_1MergeDstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Enter_1Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/NextIteration_1*
T0*
N
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge_2MergeDstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Enter_2Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/NextIteration_2*
T0*
N
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge_3MergeDstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Enter_3Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/NextIteration_3*
T0*
N
?
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge_4MergeDstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Enter_4Lstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/NextIteration_4*
T0*
N
?
Astack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/LessLessBstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/MergeGstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Less/Enter*
T0
?
Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Less/EnterEnterFstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/strided_slice_1*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/while_context
?
Cstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Less_1LessDstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge_1Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Less/Enter*
T0
?
Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/LogicalAnd
LogicalAndAstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/LessCstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Less_1
?
Estack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/LoopCondLoopCondGstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/LogicalAnd
?
Cstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/SwitchSwitchBstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/MergeEstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/LoopCond*
T0*U
_classK
IGloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge
?
Estack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Switch_1SwitchDstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge_1Estack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge_1
?
Estack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Switch_2SwitchDstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge_2Estack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge_2
?
Estack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Switch_3SwitchDstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge_3Estack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge_3
?
Estack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Switch_4SwitchDstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge_4Estack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Merge_4
?
Estack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/IdentityIdentityEstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Switch:1*
T0
?
Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Identity_1IdentityGstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Switch_1:1*
T0
?
Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Identity_2IdentityGstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Switch_2:1*
T0
?
Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Identity_3IdentityGstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Switch_3:1*
T0
?
Gstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Identity_4IdentityGstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Switch_4:1*
T0
?
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/add/yConstF^stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Identity*
dtype0*
value B :
?
@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/addAddEstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/IdentityBstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/add/y*
T0
?
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/TensorArrayReadV3TensorArrayReadV3Tstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/TensorArrayReadV3/EnterGstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/Identity_1Vstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/TensorArrayReadV3/Enter_1*
dtype0
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Tstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/TensorArrayReadV3/EnterEnterDstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArray_1*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/while_context
?
Vstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/TensorArrayReadV3/Enter_1Enterqstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/while/while_context
?
_stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform/shapeConst*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel*
valueB"? ? *
dtype0
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]stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform/minConst*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel*
value B
*? ?*
dtype0
?
]stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform/maxConst*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel*
value B
*? >*
dtype0
?
gstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform/RandomUniform
RandomUniform_stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform/shape*
seed *
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel*
dtype0*
seed2
?
]stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform/subSub]stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform/max]stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform/min*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel
?
]stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform/mulMulgstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform/RandomUniform]stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform/sub*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel
?
Ystack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniformAdd]stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform/mul]stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform/min*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel
?
>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel
VariableV2*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel*
dtype0*
container *
shape :
??*
shared_name
?
Estack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/AssignAssign>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernelYstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/Initializer/random_uniform*
use_locking(*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel*
validate_shape(
?
Cstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel/readIdentity>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/kernel*
T0
?
Nstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/bias/Initializer/zerosConst*O
_classE
CAloc:@stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw1/bias*
valueB?* *
dtype0
?
stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Const_4Const*
value
B :"*
dtype0
g
=stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Rank_1Const*
value B :*
dtype0
n
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/range_1/startConst*
dtype0*
value B :
n
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/range_1/deltaConst*
dtype0*
value B :
?
>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/range_1RangeDstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/range_1/start=stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/Rank_1Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/range_1/delta*
Tidx0
}
Hstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/concat_2/values_0Const*
valueB" *
dtype0
n
Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/concat_2/axisConst*
value B : *
dtype0
?
?stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/concat_2ConcatV2Hstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/concat_2/values_0>stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/range_1Dstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/concat_2/axis*
N*
Tidx0*
T0
?
Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/transpose_1 Transpose[stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/TensorArrayStack/TensorArrayGatherV3?stack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/concat_2*
T0*
Tperm0
?
.stack_bidirectional_rnn/cell_0/ReverseSequenceReverseSequenceBstack_bidirectional_rnn/cell_0/bidirectional_rnn/bw/bw/transpose_1word_repr/sentence_lengths*
T0*
seq_dim*
Tlen0*
batch_dim
T
*stack_bidirectional_rnn/cell_0/concat/axisConst*
value B :*
dtype0
?
%stack_bidirectional_rnn/cell_0/concatConcatV2Bstack_bidirectional_rnn/cell_0/bidirectional_rnn/fw/fw/transpose_1.stack_bidirectional_rnn/cell_0/ReverseSequence*stack_bidirectional_rnn/cell_0/concat/axis*
T0*
N*
Tidx0
e
;stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/RankConst*
value B :*
dtype0
l
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/range/startConst*
value B :*
dtype0
l
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/range/deltaConst*
value B :*
dtype0
?
stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Shape_1ShapeFstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/sequence_length*
T0*
out_type0
?
stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Shape_1stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Shape_1*
T
2*
summarize
?
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/CheckSeqLenIdentityFstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/sequence_lengthE^stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Assert/Assert*
T0
?
>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Shape_2Shape@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/transpose*
T0*
out_type0
z
Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_1/stackConst*
value
B : *
dtype0
|
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_1/stack_1Const*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_1/stack_2Const*
value
B :*
dtype0
?
Fstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_1 StridedSlice>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Shape_2Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_1/stackNstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_1/stack_1Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_1/stack_2*
end_mask *
T0*
Index0*
shrink_axis_mask*
begin_mask *
ellipsis_mask *
new_axis_mask
?
>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Shape_3Shape@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/transpose*
T0*
out_type0
z
Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_2/stackConst*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_2/stack_1Const*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_2/stack_2Const*
value
B :*
dtype0
?
Fstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_2 StridedSlice>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Shape_3Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_2/stackNstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_2/stack_1Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_2/stack_2*
Index0*
T0*
shrink_axis_mask*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask
o
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/ExpandDims/dimConst*
dtype0*
value B :
?
Astack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/ExpandDims
ExpandDimsFstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_2Estack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/ExpandDims/dim*
Tdim0*
T0
l
>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Const_1Const*
dtype0*
value
B :"
n
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/concat_1/axisConst*
value B : *
dtype0
?
?stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/concat_1ConcatV2Astack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/ExpandDims>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Const_1Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/concat_1/axis*
T0*
N*
Tidx0
o
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/zeros/ConstConst*
value B
* *
dtype0
?
stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Const_2Const*
value
B : *
dtype0
?
:stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/MinMinBstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/CheckSeqLen>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Const_2*
T0*
keep_dims( *
Tidx0
l
>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Const_3Const*
value
B : *
dtype0
?
:stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/MaxMaxBstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/CheckSeqLen>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Const_3*
T0*
keep_dims( *
Tidx0
e
;stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/timeConst*
value B : *
dtype0
?
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArray
TensorArrayV3Fstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_1*b
tensor_array_nameMKstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/dynamic_rnn/output_0*
dtype0*$
element_shape: ?????????"*
dynamic_size( *
clear_after_read(*
identical_element_shapes(
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArray_1
TensorArrayV3Fstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_1*a
tensor_array_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/dynamic_rnn/input_0*
dtype0*$
element_shape: ?????????D*
dynamic_size( *
clear_after_read(*
identical_element_shapes(
?
Ostack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/ShapeShape@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/transpose*
T0*
out_type0
?
]stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stackConst*
value
B : *
dtype0
?
_stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_1Const*
value
B :*
dtype0
?
_stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_2Const*
value
B :*
dtype0
?
Wstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice StridedSliceOstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/Shape]stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_1_stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_2*
shrink_axis_mask*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask *
Index0*
T0
Ustack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/range/startConst*
value B : *
dtype0
Ustack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/range/deltaConst*
value B :*
dtype0
?
Ostack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/rangeRangeUstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/range/startWstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_sliceUstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/range/delta*
Tidx0
?
qstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3TensorArrayScatterV3Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArray_1Ostack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/range@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/transposeFstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArray_1:1*
T0*S
_classI
GEloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/transpose
x
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/iteration_counterConst*
value B : *
dtype0
?
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/EnterEnterNstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/iteration_counter*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/while_context
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Enter_1Enter;stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/time*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/while_context
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Enter_2EnterDstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArray:1*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/while_context
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Enter_3Enterkstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/DropoutWrapperZeroState/BasicLSTMCellZeroState/zeros*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/while_context
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Enter_4Entermstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/DropoutWrapperZeroState/BasicLSTMCellZeroState/zeros_1*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/while_context
?
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/MergeMergeBstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/EnterJstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/NextIteration*
T0*
N
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge_1MergeDstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Enter_1Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/NextIteration_1*
T0*
N
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge_2MergeDstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Enter_2Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/NextIteration_2*
T0*
N
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge_3MergeDstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Enter_3Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/NextIteration_3*
T0*
N
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge_4MergeDstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Enter_4Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/NextIteration_4*
T0*
N
?
Astack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/LessLessBstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/MergeGstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Less/Enter*
T0
?
Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Less/EnterEnterFstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/strided_slice_1*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/while_context
?
Cstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Less_1LessDstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge_1Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Less/Enter*
T0
?
Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/LogicalAnd
LogicalAndAstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/LessCstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Less_1
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/LoopCondLoopCondGstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/LogicalAnd
?
Cstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/SwitchSwitchBstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/MergeEstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/LoopCond*
T0*U
_classK
IGloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Switch_1SwitchDstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge_1Estack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge_1
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Switch_2SwitchDstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge_2Estack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge_2
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Switch_3SwitchDstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge_3Estack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge_3
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Switch_4SwitchDstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge_4Estack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Merge_4
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/IdentityIdentityEstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Switch:1*
T0
?
Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Identity_1IdentityGstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Switch_1:1*
T0
?
Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Identity_2IdentityGstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Switch_2:1*
T0
?
Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Identity_3IdentityGstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Switch_3:1*
T0
?
Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Identity_4IdentityGstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Switch_4:1*
T0
?
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/add/yConstF^stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Identity*
value B :*
dtype0
?
@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/addAddEstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/IdentityBstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/add/y*
T0
?
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/TensorArrayReadV3TensorArrayReadV3Tstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/TensorArrayReadV3/EnterGstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/Identity_1Vstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/TensorArrayReadV3/Enter_1*
dtype0
?
Tstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/TensorArrayReadV3/EnterEnterDstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArray_1*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/while_context
?
Vstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/TensorArrayReadV3/Enter_1Enterqstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/while/while_context
?
_stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform/shapeConst*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel*
valueB"f ? *
dtype0
?
]stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform/minConst*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel*
value B
*e?"?*
dtype0
?
]stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform/maxConst*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel*
value B
*e?">*
dtype0
?
gstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform/RandomUniform
RandomUniform_stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform/shape*
seed *
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel*
dtype0*
seed2
?
]stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform/subSub]stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform/max]stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform/min*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel
?
]stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform/mulMulgstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform/RandomUniform]stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform/sub*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel
?
Ystack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniformAdd]stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform/mul]stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform/min*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel
?
>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel
VariableV2*
shape : f?*
shared_name *Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel*
dtype0*
container
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/AssignAssign>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernelYstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/Initializer/random_uniform*
use_locking(*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel*
validate_shape(
?
Cstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel/readIdentity>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/kernel*
T0
?
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/bias/Initializer/zerosConst*O
_classE
CAloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw2/bias*
valueB?* *
dtype0
?
stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Const_4Const*
value
B :"*
dtype0
g
=stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Rank_1Const*
value B :*
dtype0
n
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/range_1/startConst*
value B :*
dtype0
n
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/range_1/deltaConst*
value B :*
dtype0
?
>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/range_1RangeDstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/range_1/start=stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/Rank_1Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/range_1/delta*
Tidx0
}
Hstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/concat_2/values_0Const*
valueB" *
dtype0
n
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/concat_2/axisConst*
value B : *
dtype0
?
?stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/concat_2ConcatV2Hstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/concat_2/values_0>stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/range_1Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/concat_2/axis*
T0*
N*
Tidx0
?
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/transpose_1 Transpose[stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/TensorArrayStack/TensorArrayGatherV3?stack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/concat_2*
T0*
Tperm0
?
Cstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/ReverseSequenceReverseSequence%stack_bidirectional_rnn/cell_0/concatword_repr/sentence_lengths*
batch_dim *
T0*
seq_dim*
Tlen0
e
;stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/RankConst*
value B :*
dtype0
l
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/range/startConst*
value B :*
dtype0
l
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/range/deltaConst*
value B :*
dtype0
?
stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Shape_1ShapeFstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/sequence_length*
T0*
out_type0
?
stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Shape_1stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Shape_1*
T
2*
summarize
?
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/CheckSeqLenIdentityFstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/sequence_lengthE^stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Assert/Assert*
T0
?
>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Shape_2Shape@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/transpose*
T0*
out_type0
z
Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_1/stackConst*
value
B : *
dtype0
|
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_1/stack_1Const*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_1/stack_2Const*
value
B :*
dtype0
?
Fstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_1 StridedSlice>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Shape_2Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_1/stackNstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_1/stack_1Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_1/stack_2*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask *
T0*
Index0*
shrink_axis_mask
?
>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Shape_3Shape@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/transpose*
T0*
out_type0
z
Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_2/stackConst*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_2/stack_1Const*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_2/stack_2Const*
value
B :*
dtype0
?
Fstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_2 StridedSlice>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Shape_3Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_2/stackNstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_2/stack_1Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_2/stack_2*
T0*
Index0*
shrink_axis_mask*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask
o
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/ExpandDims/dimConst*
value B : *
dtype0
?
Astack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/ExpandDims
ExpandDimsFstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_2Estack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/ExpandDims/dim*
T0*
Tdim0
l
>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Const_1Const*
value
B :"*
dtype0
n
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/concat_1/axisConst*
value B : *
dtype0
?
?stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/concat_1ConcatV2Astack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/ExpandDims>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Const_1Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/concat_1/axis*
T0*
N*
Tidx0
o
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/zeros/ConstConst*
value B
* *
dtype0
?
stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Const_2Const*
value
B : *
dtype0
?
:stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/MinMinBstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/CheckSeqLen>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Const_2*
T0*
keep_dims( *
Tidx0
l
>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Const_3Const*
value
B : *
dtype0
?
:stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/MaxMaxBstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/CheckSeqLen>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Const_3*
T0*
keep_dims( *
Tidx0
e
;stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/timeConst*
value B : *
dtype0
?
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArray
TensorArrayV3Fstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_1*$
element_shape: ?????????"*
clear_after_read(*
dynamic_size( *
identical_element_shapes(*b
tensor_array_nameMKstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/dynamic_rnn/output_0*
dtype0
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArray_1
TensorArrayV3Fstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_1*
identical_element_shapes(*a
tensor_array_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/dynamic_rnn/input_0*
dtype0*$
element_shape: ?????????D*
dynamic_size( *
clear_after_read(
?
Ostack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/ShapeShape@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/transpose*
T0*
out_type0
?
]stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stackConst*
value
B : *
dtype0
?
_stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_1Const*
value
B :*
dtype0
?
_stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_2Const*
value
B :*
dtype0
?
Wstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice StridedSliceOstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/Shape]stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_1_stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_2*
shrink_axis_mask*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask *
T0*
Index0
Ustack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/range/startConst*
value B : *
dtype0
Ustack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/range/deltaConst*
value B :*
dtype0
?
Ostack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/rangeRangeUstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/range/startWstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_sliceUstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/range/delta*
Tidx0
?
qstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3TensorArrayScatterV3Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArray_1Ostack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/range@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/transposeFstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArray_1:1*
T0*S
_classI
GEloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/transpose
x
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/iteration_counterConst*
value B : *
dtype0
?
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/EnterEnterNstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/iteration_counter*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/while_context
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Enter_1Enter;stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/time*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/while_context
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Enter_2EnterDstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArray:1*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/while_context
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Enter_3Enterkstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/DropoutWrapperZeroState/BasicLSTMCellZeroState/zeros*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/while_context
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Enter_4Entermstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/DropoutWrapperZeroState/BasicLSTMCellZeroState/zeros_1*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/while_context
?
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/MergeMergeBstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/EnterJstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/NextIteration*
T0*
N
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge_1MergeDstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Enter_1Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/NextIteration_1*
T0*
N
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge_2MergeDstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Enter_2Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/NextIteration_2*
T0*
N
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge_3MergeDstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Enter_3Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/NextIteration_3*
T0*
N
?
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge_4MergeDstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Enter_4Lstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/NextIteration_4*
T0*
N
?
Astack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/LessLessBstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/MergeGstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Less/Enter*
T0
?
Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Less/EnterEnterFstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/strided_slice_1*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/while_context
?
Cstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Less_1LessDstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge_1Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Less/Enter*
T0
?
Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/LogicalAnd
LogicalAndAstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/LessCstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Less_1
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/LoopCondLoopCondGstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/LogicalAnd
?
Cstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/SwitchSwitchBstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/MergeEstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/LoopCond*
T0*U
_classK
IGloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Switch_1SwitchDstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge_1Estack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge_1
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Switch_2SwitchDstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge_2Estack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge_2
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Switch_3SwitchDstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge_3Estack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge_3
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Switch_4SwitchDstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge_4Estack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Merge_4
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/IdentityIdentityEstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Switch:1*
T0
?
Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Identity_1IdentityGstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Switch_1:1*
T0
?
Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Identity_2IdentityGstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Switch_2:1*
T0
?
Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Identity_3IdentityGstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Switch_3:1*
T0
?
Gstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Identity_4IdentityGstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Switch_4:1*
T0
?
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/add/yConstF^stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Identity*
value B :*
dtype0
?
@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/addAddEstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/IdentityBstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/add/y*
T0
?
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/TensorArrayReadV3TensorArrayReadV3Tstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/TensorArrayReadV3/EnterGstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/Identity_1Vstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/TensorArrayReadV3/Enter_1*
dtype0
?
Tstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/TensorArrayReadV3/EnterEnterDstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArray_1*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/while_context
?
Vstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/TensorArrayReadV3/Enter_1Enterqstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/while/while_context
?
_stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform/shapeConst*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel*
valueB"f ? *
dtype0
?
]stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform/minConst*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel*
value B
*e?"?*
dtype0
?
]stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform/maxConst*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel*
value B
*e?">*
dtype0
?
gstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform/RandomUniform
RandomUniform_stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform/shape*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel*
dtype0*
seed2 *
seed
?
]stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform/subSub]stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform/max]stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform/min*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel
?
]stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform/mulMulgstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform/RandomUniform]stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform/sub*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel
?
Ystack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniformAdd]stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform/mul]stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform/min*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel
?
>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel
VariableV2*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel*
dtype0*
container *
shape : f?*
shared_name
?
Estack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/AssignAssign>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernelYstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/Initializer/random_uniform*
use_locking(*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel*
validate_shape(
?
Cstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel/readIdentity>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/kernel*
T0
?
Nstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/bias/Initializer/zerosConst*O
_classE
CAloc:@stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw2/bias*
valueB?* *
dtype0
?
stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Const_4Const*
value
B :"*
dtype0
g
=stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Rank_1Const*
value B :*
dtype0
n
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/range_1/startConst*
value B :*
dtype0
n
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/range_1/deltaConst*
value B :*
dtype0
?
>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/range_1RangeDstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/range_1/start=stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/Rank_1Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/range_1/delta*
Tidx0
}
Hstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/concat_2/values_0Const*
valueB" *
dtype0
n
Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/concat_2/axisConst*
value B : *
dtype0
?
?stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/concat_2ConcatV2Hstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/concat_2/values_0>stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/range_1Dstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/concat_2/axis*
T0*
N*
Tidx0
?
Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/transpose_1 Transpose[stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/TensorArrayStack/TensorArrayGatherV3?stack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/concat_2*
T0*
Tperm0
?
.stack_bidirectional_rnn/cell_1/ReverseSequenceReverseSequenceBstack_bidirectional_rnn/cell_1/bidirectional_rnn/bw/bw/transpose_1word_repr/sentence_lengths*
batch_dim *
T0*
seq_dim*
Tlen0
T
*stack_bidirectional_rnn/cell_1/concat/axisConst*
value B :*
dtype0
?
%stack_bidirectional_rnn/cell_1/concatConcatV2Bstack_bidirectional_rnn/cell_1/bidirectional_rnn/fw/fw/transpose_1.stack_bidirectional_rnn/cell_1/ReverseSequence*stack_bidirectional_rnn/cell_1/concat/axis*
T0*
N*
Tidx0
e
;stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/RankConst*
value B :*
dtype0
l
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/range/startConst*
value B :*
dtype0
l
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/range/deltaConst*
value B :*
dtype0
?
stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Shape_1ShapeFstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/sequence_length*
T0*
out_type0
?
stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Shape_1stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Shape_1*
T
2*
summarize
?
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/CheckSeqLenIdentityFstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/sequence_lengthE^stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Assert/Assert*
T0
?
>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Shape_2Shape@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/transpose*
T0*
out_type0
z
Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_1/stackConst*
dtype0*
value
B :
|
Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_1/stack_1Const*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_1/stack_2Const*
value
B :*
dtype0
?
Fstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_1 StridedSlice>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Shape_2Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_1/stackNstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_1/stack_1Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_1/stack_2*
end_mask *
T0*
Index0*
shrink_axis_mask*
ellipsis_mask *
begin_mask *
new_axis_mask
?
>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Shape_3Shape@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/transpose*
T0*
out_type0
z
Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_2/stackConst*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_2/stack_1Const*
dtype0*
value
B :
|
Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_2/stack_2Const*
value
B :*
dtype0
?
Fstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_2 StridedSlice>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Shape_3Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_2/stackNstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_2/stack_1Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_2/stack_2*
T0*
Index0*
shrink_axis_mask*
ellipsis_mask *
begin_mask *
new_axis_mask *
end_mask
o
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/ExpandDims/dimConst*
dtype0*
value B :
?
Astack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/ExpandDims
ExpandDimsFstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_2Estack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/ExpandDims/dim*
Tdim0*
T0
l
>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Const_1Const*
dtype0*
value
B :"
n
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/concat_1/axisConst*
value B : *
dtype0
?
?stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/concat_1ConcatV2Astack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/ExpandDims>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Const_1Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/concat_1/axis*
Tidx0*
T0*
N
o
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/zeros/ConstConst*
value B
* *
dtype0
?
stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Const_2Const*
value
B : *
dtype0
?
:stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/MinMinBstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/CheckSeqLen>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Const_2*
T0*
keep_dims( *
Tidx0
l
>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Const_3Const*
value
B : *
dtype0
?
:stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/MaxMaxBstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/CheckSeqLen>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Const_3*
T0*
keep_dims( *
Tidx0
e
;stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/timeConst*
value B : *
dtype0
?
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArray
TensorArrayV3Fstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_1*b
tensor_array_nameMKstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/dynamic_rnn/output_0*
dtype0*$
element_shape: ?????????"*
dynamic_size( *
clear_after_read(*
identical_element_shapes(
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArray_1
TensorArrayV3Fstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_1*
identical_element_shapes(*a
tensor_array_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/dynamic_rnn/input_0*
dtype0*$
element_shape: ?????????D*
dynamic_size( *
clear_after_read(
?
Ostack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/ShapeShape@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/transpose*
T0*
out_type0
?
]stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stackConst*
value
B : *
dtype0
?
_stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_1Const*
value
B :*
dtype0
?
_stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_2Const*
value
B :*
dtype0
?
Wstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice StridedSliceOstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/Shape]stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_1_stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_slice/stack_2*
Index0*
T0*
shrink_axis_mask*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask
Ustack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/range/startConst*
value B : *
dtype0
Ustack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/range/deltaConst*
value B :*
dtype0
?
Ostack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/rangeRangeUstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/range/startWstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/strided_sliceUstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/range/delta*
Tidx0
?
qstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3TensorArrayScatterV3Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArray_1Ostack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/range@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/transposeFstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArray_1:1*
T0*S
_classI
GEloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/transpose
x
Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/iteration_counterConst*
value B : *
dtype0
?
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/EnterEnterNstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/iteration_counter*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/while_context
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Enter_1Enter;stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/time*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/while_context
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Enter_2EnterDstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArray:1*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/while_context
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Enter_3Enterkstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/DropoutWrapperZeroState/BasicLSTMCellZeroState/zeros*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/while_context
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Enter_4Entermstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/DropoutWrapperZeroState/BasicLSTMCellZeroState/zeros_1*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/while_context
?
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/MergeMergeBstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/EnterJstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/NextIteration*
T0*
N
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge_1MergeDstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Enter_1Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/NextIteration_1*
T0*
N
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge_2MergeDstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Enter_2Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/NextIteration_2*
T0*
N
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge_3MergeDstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Enter_3Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/NextIteration_3*
T0*
N
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge_4MergeDstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Enter_4Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/NextIteration_4*
T0*
N
?
Astack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/LessLessBstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/MergeGstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Less/Enter*
T0
?
Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Less/EnterEnterFstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/strided_slice_1*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/while_context
?
Cstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Less_1LessDstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge_1Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Less/Enter*
T0
?
Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/LogicalAnd
LogicalAndAstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/LessCstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Less_1
?
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/LoopCondLoopCondGstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/LogicalAnd
?
Cstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/SwitchSwitchBstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/MergeEstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/LoopCond*
T0*U
_classK
IGloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge
?
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Switch_1SwitchDstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge_1Estack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge_1
?
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Switch_2SwitchDstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge_2Estack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge_2
?
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Switch_3SwitchDstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge_3Estack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge_3
?
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Switch_4SwitchDstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge_4Estack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Merge_4
?
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/IdentityIdentityEstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Switch:1*
T0
?
Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Identity_1IdentityGstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Switch_1:1*
T0
?
Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Identity_2IdentityGstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Switch_2:1*
T0
?
Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Identity_3IdentityGstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Switch_3:1*
T0
?
Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Identity_4IdentityGstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Switch_4:1*
T0
?
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/add/yConstF^stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Identity*
value B :*
dtype0
?
@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/addAddEstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/IdentityBstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/add/y*
T0
?
Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/TensorArrayReadV3TensorArrayReadV3Tstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/TensorArrayReadV3/EnterGstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/Identity_1Vstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/TensorArrayReadV3/Enter_1*
dtype0
?
Tstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/TensorArrayReadV3/EnterEnterDstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArray_1*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/while_context
?
Vstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/TensorArrayReadV3/Enter_1Enterqstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/while/while_context
?
_stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform/shapeConst*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel*
valueB"f ? *
dtype0
?
]stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform/minConst*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel*
value B
*e?"?*
dtype0
?
]stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform/maxConst*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel*
value B
*e?">*
dtype0
?
gstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform/RandomUniform
RandomUniform_stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform/shape*
seed *
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel*
dtype0*
seed2
?
]stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform/subSub]stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform/max]stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform/min*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel
?
]stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform/mulMulgstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform/RandomUniform]stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform/sub*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel
?
Ystack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniformAdd]stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform/mul]stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform/min*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel
?
>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel
VariableV2*
shape : f?*
shared_name *Q
_classG
ECloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel*
dtype0*
container
?
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/AssignAssign>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernelYstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Initializer/random_uniform*
use_locking(*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel*
validate_shape(
?
Cstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/readIdentity>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel*
T0
?
Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/bias/Initializer/zerosConst*O
_classE
CAloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/bias*
valueB?* *
dtype0
?
stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Const_4Const*
value
B :"*
dtype0
g
=stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Rank_1Const*
value B :*
dtype0
n
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/range_1/startConst*
value B :*
dtype0
n
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/range_1/deltaConst*
value B :*
dtype0
?
>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/range_1RangeDstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/range_1/start=stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/Rank_1Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/range_1/delta*
Tidx0
}
Hstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/concat_2/values_0Const*
valueB" *
dtype0
n
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/concat_2/axisConst*
value B : *
dtype0
?
?stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/concat_2ConcatV2Hstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/concat_2/values_0>stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/range_1Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/concat_2/axis*
T0*
N*
Tidx0
?
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/transpose_1 Transpose[stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/TensorArrayStack/TensorArrayGatherV3?stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw/concat_2*
Tperm0*
T0
?
Cstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/ReverseSequenceReverseSequence%stack_bidirectional_rnn/cell_1/concatword_repr/sentence_lengths*
T0*
seq_dim*
Tlen0*
batch_dim
e
;stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/RankConst*
value B :*
dtype0
l
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/range/startConst*
value B :*
dtype0
l
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/range/deltaConst*
value B :*
dtype0
?
stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Shape_1ShapeFstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/sequence_length*
T0*
out_type0
?
stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Shape_1stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Shape_1*
T
2*
summarize
?
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/CheckSeqLenIdentityFstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/sequence_lengthE^stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Assert/Assert*
T0
?
>stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Shape_2Shape@stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/transpose*
T0*
out_type0
z
Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_1/stackConst*
value
B : *
dtype0
|
Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_1/stack_1Const*
value
B :*
dtype0
|
Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_1/stack_2Const*
value
B :*
dtype0
?
Fstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_1 StridedSlice>stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Shape_2Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_1/stackNstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_1/stack_1Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_1/stack_2*
shrink_axis_mask*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask *
Index0*
T0
?
>stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Shape_3Shape@stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/transpose*
T0*
out_type0
z
Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_2/stackConst*
dtype0*
value
B :
|
Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_2/stack_1Const*
dtype0*
value
B :
|
Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_2/stack_2Const*
value
B :*
dtype0
?
Fstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_2 StridedSlice>stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Shape_3Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_2/stackNstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_2/stack_1Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_2/stack_2*
shrink_axis_mask*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask *
Index0*
T0
o
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/ExpandDims/dimConst*
value B : *
dtype0
?
Astack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/ExpandDims
ExpandDimsFstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_2Estack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/ExpandDims/dim*
Tdim0*
T0
l
>stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Const_1Const*
value
B :"*
dtype0
n
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/concat_1/axisConst*
value B : *
dtype0
?
?stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/concat_1ConcatV2Astack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/ExpandDims>stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Const_1Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/concat_1/axis*
T0*
N*
Tidx0
o
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/zeros/ConstConst*
dtype0*
value B
*
?
stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Const_2Const*
value
B : *
dtype0
?
:stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/MinMinBstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/CheckSeqLen>stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Const_2*
keep_dims( *
Tidx0*
T0
l
>stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Const_3Const*
value
B : *
dtype0
?
:stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/MaxMaxBstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/CheckSeqLen>stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/Const_3*
T0*
keep_dims( *
Tidx0
e
;stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/timeConst*
value B : *
dtype0
?
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArray
TensorArrayV3Fstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_1*b
tensor_array_nameMKstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/dynamic_rnn/output_0*
dtype0*$
element_shape: ?????????"*
dynamic_size( *
clear_after_read(*
identical_element_shapes(
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArray_1
TensorArrayV3Fstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_1*a
tensor_array_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/dynamic_rnn/input_0*
dtype0*$
element_shape: ?????????D*
dynamic_size( *
clear_after_read(*
identical_element_shapes(
?
Ostack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/ShapeShape@stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/transpose*
T0*
out_type0
?
]stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stackConst*
value
B : *
dtype0
?
_stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_1Const*
value
B :*
dtype0
?
_stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_2Const*
value
B :*
dtype0
?
Wstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice StridedSliceOstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/Shape]stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_1_stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_slice/stack_2*
shrink_axis_mask*
begin_mask *
ellipsis_mask *
new_axis_mask *
end_mask *
Index0*
T0
Ustack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/range/startConst*
value B : *
dtype0
Ustack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/range/deltaConst*
value B :*
dtype0
?
Ostack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/rangeRangeUstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/range/startWstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/strided_sliceUstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/range/delta*
Tidx0
?
qstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3TensorArrayScatterV3Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArray_1Ostack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/range@stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/transposeFstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArray_1:1*
T0*S
_classI
GEloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/transpose
x
Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/iteration_counterConst*
value B : *
dtype0
?
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/EnterEnterNstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/iteration_counter*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/while_context
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Enter_1Enter;stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/time*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/while_context
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Enter_2EnterDstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArray:1*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/while_context
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Enter_3Enterkstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/DropoutWrapperZeroState/BasicLSTMCellZeroState/zeros*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/while_context
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Enter_4Entermstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/DropoutWrapperZeroState/BasicLSTMCellZeroState/zeros_1*
T0*
is_constant( *
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/while_context
?
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/MergeMergeBstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/EnterJstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/NextIteration*
T0*
N
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge_1MergeDstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Enter_1Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/NextIteration_1*
T0*
N
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge_2MergeDstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Enter_2Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/NextIteration_2*
T0*
N
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge_3MergeDstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Enter_3Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/NextIteration_3*
T0*
N
?
Dstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge_4MergeDstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Enter_4Lstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/NextIteration_4*
T0*
N
?
Astack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/LessLessBstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/MergeGstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Less/Enter*
T0
?
Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Less/EnterEnterFstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/strided_slice_1*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/while_context
?
Cstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Less_1LessDstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge_1Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Less/Enter*
T0
?
Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/LogicalAnd
LogicalAndAstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/LessCstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Less_1
?
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/LoopCondLoopCondGstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/LogicalAnd
?
Cstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/SwitchSwitchBstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/MergeEstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/LoopCond*
T0*U
_classK
IGloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge
?
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Switch_1SwitchDstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge_1Estack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge_1
?
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Switch_2SwitchDstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge_2Estack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge_2
?
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Switch_3SwitchDstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge_3Estack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge_3
?
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Switch_4SwitchDstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge_4Estack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/LoopCond*
T0*W
_classM
KIloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Merge_4
?
Estack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/IdentityIdentityEstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Switch:1*
T0
?
Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Identity_1IdentityGstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Switch_1:1*
T0
?
Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Identity_2IdentityGstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Switch_2:1*
T0
?
Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Identity_3IdentityGstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Switch_3:1*
T0
?
Gstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Identity_4IdentityGstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Switch_4:1*
T0
?
Bstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/add/yConstF^stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Identity*
value B :*
dtype0
?
@stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/addAddEstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/IdentityBstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/add/y*
T0
?
Nstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/TensorArrayReadV3TensorArrayReadV3Tstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/TensorArrayReadV3/EnterGstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/Identity_1Vstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/TensorArrayReadV3/Enter_1*
dtype0
?
Tstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/TensorArrayReadV3/EnterEnterDstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArray_1*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/while_context
?
Vstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/TensorArrayReadV3/Enter_1Enterqstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3*
T0*
is_constant(*
parallel_iterations *Z
frame_nameLJstack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw/while/while_context
?
_stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw3/kernel/Initializer/random_uniform/shapeConst*Q
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ECloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/bw/bw3/kernel*
valueB"f ? *
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save/Const save/RestoreV2_40/tensor_names"save/RestoreV2_40/shape_and_slices*
dtypes
2
?
save/Assign_40AssignJtraining/stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/bias/Adamsave/RestoreV2_40*
validate_shape(*
use_locking(*
T0*O
_classE
CAloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/bias
?
save/RestoreV2_41/tensor_namesConst*
dtype0*a
valueXBVBLtraining/stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/bias/Adam_1
O
"save/RestoreV2_41/shape_and_slicesConst*
dtype0*
value B
B
save/RestoreV2_41 RestoreV2
save/Const save/RestoreV2_41/tensor_names"save/RestoreV2_41/shape_and_slices*
dtypes
2
?
save/Assign_41AssignLtraining/stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/bias/Adam_1save/RestoreV2_41*
validate_shape(*
use_locking(*
T0*O
_classE
CAloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/bias
?
save/RestoreV2_42/tensor_namesConst*a
valueXBVBLtraining/stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Adam*
dtype0
O
"save/RestoreV2_42/shape_and_slicesConst*
value B
B *
dtype0
save/RestoreV2_42 RestoreV2
save/Const save/RestoreV2_42/tensor_names"save/RestoreV2_42/shape_and_slices*
dtypes
2
?
save/Assign_42AssignLtraining/stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Adamsave/RestoreV2_42*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel*
validate_shape(*
use_locking(
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save/RestoreV2_43/tensor_namesConst*c
valueZBXBNtraining/stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Adam_1*
dtype0
O
"save/RestoreV2_43/shape_and_slicesConst*
value B
B *
dtype0
save/RestoreV2_43 RestoreV2
save/Const save/RestoreV2_43/tensor_names"save/RestoreV2_43/shape_and_slices*
dtypes
2
?
save/Assign_43AssignNtraining/stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel/Adam_1save/RestoreV2_43*
T0*Q
_classG
ECloc:@stack_bidirectional_rnn/cell_2/bidirectional_rnn/fw/fw3/kernel*
validate_shape(*
use_locking(
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