spell_nlm.nlm_300_2_1650_56650.pb Maven / Gradle / Ivy

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train/global_step/initial_valueConst*
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train/global_step
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train/global_step/readIdentitytrain/global_step*
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train/initial_learning_ratePlaceholder*
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train/final_learning_ratePlaceholder*
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train/learning_rate/switch_fIdentitytrain/learning_rate/Switch*
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is_constant(
?'
Ugradients/rnn/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/b_syncControlTrigger4^gradients/rnn/while/Select_1_grad/Select/StackPopV28^gradients/rnn/while/Select_1_grad/zeros_like/StackPopV28^gradients/rnn/while/Select_2_grad/zeros_like/StackPopV28^gradients/rnn/while/Select_3_grad/zeros_like/StackPopV28^gradients/rnn/while/Select_4_grad/zeros_like/StackPopV2Z^gradients/rnn/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2b^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2d^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2_1P^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul/StackPopV2R^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul_1/StackPopV2`^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/StackPopV2b^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/StackPopV2_1N^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul/StackPopV2P^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul_1/StackPopV2X^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1/StackPopV2d^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPopV2f^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPopV2_1b^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2V^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN/StackPopV2d^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2f^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2_1R^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_1_grad/Mul/StackPopV2T^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_1_grad/Mul_1/StackPopV2d^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2f^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2_1R^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul/StackPopV2T^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul_1/StackPopV2b^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2d^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1R^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_grad/Mul_1/StackPopV2b^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2d^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2_1P^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul/StackPopV2R^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul_1/StackPopV2`^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/StackPopV2b^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/StackPopV2_1N^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul/StackPopV2P^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1/StackPopV2X^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1/StackPopV2d^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPopV2f^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPopV2_1b^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2V^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeN/StackPopV2d^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2f^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2_1R^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_1_grad/Mul/StackPopV2T^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_1_grad/Mul_1/StackPopV2d^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2f^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2_1R^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul/StackPopV2T^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul_1/StackPopV2b^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2d^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1R^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_grad/Mul_1/StackPopV2*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
?
,gradients/rnn/while/Select_1_grad/zeros_like	ZerosLike7gradients/rnn/while/Select_1_grad/zeros_like/StackPopV2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1
?
2gradients/rnn/while/Select_1_grad/zeros_like/ConstConst*a
_classW
Uloc:@rnn/while/Identity_38loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1*
valueB:
?????????*
dtype0
?
2gradients/rnn/while/Select_1_grad/zeros_like/f_accStackV22gradients/rnn/while/Select_1_grad/zeros_like/Const*

stack_name*
	elem_type0*a
_classW
Uloc:@rnn/while/Identity_38loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1
?
2gradients/rnn/while/Select_1_grad/zeros_like/EnterEnter2gradients/rnn/while/Select_1_grad/zeros_like/f_acc*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
?
8gradients/rnn/while/Select_1_grad/zeros_like/StackPushV2StackPushV22gradients/rnn/while/Select_1_grad/zeros_like/Enterrnn/while/Identity_3^gradients/Add_2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1*
swap_memory(
?
7gradients/rnn/while/Select_1_grad/zeros_like/StackPopV2
StackPopV2=gradients/rnn/while/Select_1_grad/zeros_like/StackPopV2/Enter^gradients/Sub_2*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1*
	elem_type0
?
=gradients/rnn/while/Select_1_grad/zeros_like/StackPopV2/EnterEnter2gradients/rnn/while/Select_1_grad/zeros_like/f_acc*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
?
(gradients/rnn/while/Select_1_grad/SelectSelect3gradients/rnn/while/Select_1_grad/Select/StackPopV2)gradients/rnn/while/Merge_3_grad/Switch:1,gradients/rnn/while/Select_1_grad/zeros_like*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1
?
.gradients/rnn/while/Select_1_grad/Select/ConstConst*c
_classY
Wloc:@rnn/while/GreaterEqual8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1*
valueB:
?????????*
dtype0
?
.gradients/rnn/while/Select_1_grad/Select/f_accStackV2.gradients/rnn/while/Select_1_grad/Select/Const*c
_classY
Wloc:@rnn/while/GreaterEqual8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1*

stack_name*
	elem_type0

?
.gradients/rnn/while/Select_1_grad/Select/EnterEnter.gradients/rnn/while/Select_1_grad/Select/f_acc*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
?
4gradients/rnn/while/Select_1_grad/Select/StackPushV2StackPushV2.gradients/rnn/while/Select_1_grad/Select/Enterrnn/while/GreaterEqual^gradients/Add_2*
swap_memory(*
T0
*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1
?
3gradients/rnn/while/Select_1_grad/Select/StackPopV2
StackPopV29gradients/rnn/while/Select_1_grad/Select/StackPopV2/Enter^gradients/Sub_2*
	elem_type0
*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1
?
9gradients/rnn/while/Select_1_grad/Select/StackPopV2/EnterEnter.gradients/rnn/while/Select_1_grad/Select/f_acc*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
?
*gradients/rnn/while/Select_1_grad/Select_1Select3gradients/rnn/while/Select_1_grad/Select/StackPopV2,gradients/rnn/while/Select_1_grad/zeros_like)gradients/rnn/while/Merge_3_grad/Switch:1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1
?
,gradients/rnn/while/Select_2_grad/zeros_like	ZerosLike7gradients/rnn/while/Select_2_grad/zeros_like/StackPopV2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2
?
2gradients/rnn/while/Select_2_grad/zeros_like/ConstConst*a
_classW
Uloc:@rnn/while/Identity_48loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
valueB:
?????????*
dtype0
?
2gradients/rnn/while/Select_2_grad/zeros_like/f_accStackV22gradients/rnn/while/Select_2_grad/zeros_like/Const*
	elem_type0*a
_classW
Uloc:@rnn/while/Identity_48loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*

stack_name
?
2gradients/rnn/while/Select_2_grad/zeros_like/EnterEnter2gradients/rnn/while/Select_2_grad/zeros_like/f_acc*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
?
8gradients/rnn/while/Select_2_grad/zeros_like/StackPushV2StackPushV22gradients/rnn/while/Select_2_grad/zeros_like/Enterrnn/while/Identity_4^gradients/Add_2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
swap_memory(
?
7gradients/rnn/while/Select_2_grad/zeros_like/StackPopV2
StackPopV2=gradients/rnn/while/Select_2_grad/zeros_like/StackPopV2/Enter^gradients/Sub_2*
	elem_type0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2
?
=gradients/rnn/while/Select_2_grad/zeros_like/StackPopV2/EnterEnter2gradients/rnn/while/Select_2_grad/zeros_like/f_acc*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
?
(gradients/rnn/while/Select_2_grad/SelectSelect3gradients/rnn/while/Select_1_grad/Select/StackPopV2)gradients/rnn/while/Merge_4_grad/Switch:1,gradients/rnn/while/Select_2_grad/zeros_like*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2
?
*gradients/rnn/while/Select_2_grad/Select_1Select3gradients/rnn/while/Select_1_grad/Select/StackPopV2,gradients/rnn/while/Select_2_grad/zeros_like)gradients/rnn/while/Merge_4_grad/Switch:1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2
?
,gradients/rnn/while/Select_3_grad/zeros_like	ZerosLike7gradients/rnn/while/Select_3_grad/zeros_like/StackPopV2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/add_1
?
2gradients/rnn/while/Select_3_grad/zeros_like/ConstConst*a
_classW
Uloc:@rnn/while/Identity_58loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/add_1*
valueB:
?????????*
dtype0
?
2gradients/rnn/while/Select_3_grad/zeros_like/f_accStackV22gradients/rnn/while/Select_3_grad/zeros_like/Const*a
_classW
Uloc:@rnn/while/Identity_58loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/add_1*

stack_name*
	elem_type0
?
2gradients/rnn/while/Select_3_grad/zeros_like/EnterEnter2gradients/rnn/while/Select_3_grad/zeros_like/f_acc*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/add_1*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
?
8gradients/rnn/while/Select_3_grad/zeros_like/StackPushV2StackPushV22gradients/rnn/while/Select_3_grad/zeros_like/Enterrnn/while/Identity_5^gradients/Add_2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/add_1*
swap_memory(
?
7gradients/rnn/while/Select_3_grad/zeros_like/StackPopV2
StackPopV2=gradients/rnn/while/Select_3_grad/zeros_like/StackPopV2/Enter^gradients/Sub_2*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/add_1*
	elem_type0
?
=gradients/rnn/while/Select_3_grad/zeros_like/StackPopV2/EnterEnter2gradients/rnn/while/Select_3_grad/zeros_like/f_acc*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/add_1*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
?
(gradients/rnn/while/Select_3_grad/SelectSelect3gradients/rnn/while/Select_1_grad/Select/StackPopV2)gradients/rnn/while/Merge_5_grad/Switch:1,gradients/rnn/while/Select_3_grad/zeros_like*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/add_1
?
*gradients/rnn/while/Select_3_grad/Select_1Select3gradients/rnn/while/Select_1_grad/Select/StackPopV2,gradients/rnn/while/Select_3_grad/zeros_like)gradients/rnn/while/Merge_5_grad/Switch:1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/add_1
?
,gradients/rnn/while/Select_4_grad/zeros_like	ZerosLike7gradients/rnn/while/Select_4_grad/zeros_like/StackPopV2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
?
2gradients/rnn/while/Select_4_grad/zeros_like/ConstConst*a
_classW
Uloc:@rnn/while/Identity_68loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
valueB:
?????????*
dtype0
?
2gradients/rnn/while/Select_4_grad/zeros_like/f_accStackV22gradients/rnn/while/Select_4_grad/zeros_like/Const*

stack_name*
	elem_type0*a
_classW
Uloc:@rnn/while/Identity_68loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
?
2gradients/rnn/while/Select_4_grad/zeros_like/EnterEnter2gradients/rnn/while/Select_4_grad/zeros_like/f_acc*
parallel_iterations *'

frame_namernn/while/while_context*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
is_constant(
?
8gradients/rnn/while/Select_4_grad/zeros_like/StackPushV2StackPushV22gradients/rnn/while/Select_4_grad/zeros_like/Enterrnn/while/Identity_6^gradients/Add_2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
swap_memory(
?
7gradients/rnn/while/Select_4_grad/zeros_like/StackPopV2
StackPopV2=gradients/rnn/while/Select_4_grad/zeros_like/StackPopV2/Enter^gradients/Sub_2*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
	elem_type0
?
=gradients/rnn/while/Select_4_grad/zeros_like/StackPopV2/EnterEnter2gradients/rnn/while/Select_4_grad/zeros_like/f_acc*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
is_constant(
?
(gradients/rnn/while/Select_4_grad/SelectSelect3gradients/rnn/while/Select_1_grad/Select/StackPopV2)gradients/rnn/while/Merge_6_grad/Switch:1,gradients/rnn/while/Select_4_grad/zeros_like*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
?
*gradients/rnn/while/Select_4_grad/Select_1Select3gradients/rnn/while/Select_1_grad/Select/StackPopV2,gradients/rnn/while/Select_4_grad/zeros_like)gradients/rnn/while/Merge_6_grad/Switch:1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
?
*gradients/rnn/while/Select_grad/zeros_like	ZerosLike0gradients/rnn/while/Select_grad/zeros_like/Enter^gradients/Sub_2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
?
0gradients/rnn/while/Select_grad/zeros_like/EnterEnter	rnn/zeros*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
?
&gradients/rnn/while/Select_grad/SelectSelect3gradients/rnn/while/Select_1_grad/Select/StackPopV2Ngradients/rnn/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3*gradients/rnn/while/Select_grad/zeros_like*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
?
(gradients/rnn/while/Select_grad/Select_1Select3gradients/rnn/while/Select_1_grad/Select/StackPopV2*gradients/rnn/while/Select_grad/zeros_likeNgradients/rnn/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
?
gradients/AddN_1AddN*gradients/rnn/while/Select_4_grad/Select_1(gradients/rnn/while/Select_grad/Select_1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
N
?
Hgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/ShapeShape7rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/Sigmoid_2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
out_type0
?
Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Shape_1Shape4rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/Tanh_1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
out_type0
?
Xgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgsBroadcastGradientArgscgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2egradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2_1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
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^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/ConstConst*
dtype0*F
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valueB:
?????????
?
^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/f_accStackV2^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/Const*
	elem_type0*F
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:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*

stack_name
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^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/EnterEnter^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/f_acc*
parallel_iterations *'

frame_namernn/while/while_context*
T0*F
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:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
is_constant(
?
dgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2StackPushV2^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/EnterHgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Shape^gradients/Add_2*
swap_memory(*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
?
cgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2
StackPopV2igradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2/Enter^gradients/Sub_2*
	elem_type0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
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igradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2/EnterEnter^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/f_acc*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
?
`gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/Const_1Const*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
valueB:
?????????*
dtype0
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`gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/f_acc_1StackV2`gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/Const_1*
	elem_type0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*

stack_name
?
`gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/Enter_1Enter`gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/f_acc_1*
T0*F
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:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
?
fgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2`gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/Enter_1Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Shape_1^gradients/Add_2*
swap_memory(*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
?
egradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2_1
StackPopV2kgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2_1/Enter^gradients/Sub_2*
	elem_type0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
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kgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnter`gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/f_acc_1*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
is_constant(
?
Fgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/MulMulgradients/AddN_1Qgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul/StackPopV2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
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Lgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul/ConstConst*?
_classw
u9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/Tanh_18loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
valueB:
?????????*
dtype0
?
Lgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul/f_accStackV2Lgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul/Const*?
_classw
u9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/Tanh_18loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*

stack_name*
	elem_type0
?
Lgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul/EnterEnterLgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul/f_acc*
T0*F
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:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
?
Rgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul/StackPushV2StackPushV2Lgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul/Enter4rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/Tanh_1^gradients/Add_2*
swap_memory(*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
?
Qgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul/StackPopV2
StackPopV2Wgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul/StackPopV2/Enter^gradients/Sub_2*
	elem_type0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
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Wgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul/StackPopV2/EnterEnterLgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul/f_acc*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
is_constant(
?
Fgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/SumSumFgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/MulXgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs*
	keep_dims(*

Tidx0*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
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Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/ReshapeReshapeFgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Sumcgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2*
Tshape0
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Hgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul_1MulSgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul_1/StackPopV2gradients/AddN_1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2
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Ngradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_2_grad/Mul_1/ConstConst*?
_classz
x
<:loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/Sigmoid
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gradients/AddN_3AddN(gradients/rnn/while/Select_3_grad/SelectJgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_grad/Reshape_1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/add_1*
N
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Rgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/Sigmoid_1_grad/SigmoidGradSigmoidGradSgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_1_grad/Mul_1/StackPopV2Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/mul_1_grad/Reshape*
T0*J
_class@
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<:loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd*
data_formatNHWC
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Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMulMatMulIgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/split_grad/concatPgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul/Enter*
transpose_a(*
transpose_b(*
T0*G
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;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul
?
Pgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul/EnterEnter/rnn/multi_rnn_cell/cell_1/lstm_cell/kernel/read*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
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Lgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1MatMulWgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1/StackPopV2Igradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/split_grad/concat*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul*
transpose_a(*
transpose_b(
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Rgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1/ConstConst*?
_classx
v9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat*
valueB:
?????????*
dtype0
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Rgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1/f_accStackV2Rgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1/Const*

stack_name*
	elem_type0*?
_classx
v9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat
?
Rgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1/EnterEnterRgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1/f_acc*
T0*G
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;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
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Xgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1/StackPushV2StackPushV2Rgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1/Enter4rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat^gradients/Add_2*
swap_memory(*
T0*G
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;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul
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Wgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1/StackPopV2
StackPopV2]gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1/StackPopV2/Enter^gradients/Sub_2*G
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;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul*
	elem_type0
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]gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1/StackPopV2/EnterEnterRgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul_grad/MatMul_1/f_acc*
T0*G
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;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
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Pgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/b_accConst*N
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B@loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter*
valueB?	**
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Rgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/b_acc_1EnterPgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/b_acc*
T0*N
_classD
B@loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter*
is_constant(*
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frame_name#!gradients/rnn/while/while_context
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Rgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/b_acc_2MergeRgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/b_acc_1Xgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/NextIteration*
T0*N
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B@loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter*
N
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Qgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/SwitchSwitchRgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/b_acc_2gradients/b_count_10*
T0*N
_classD
B@loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter
?
Ngradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/AddAddSgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/Switch:1Pgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd_grad/BiasAddGrad*
T0*N
_classD
B@loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter
?
Xgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/NextIteration
NextIterationNgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/Add*
T0*N
_classD
B@loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter
?
Rgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/b_acc_3ExitQgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter_grad/Switch*
T0*N
_classD
B@loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/BiasAdd/Enter
?
Igradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ConstConst^gradients/Sub_2*
dtype0*G
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;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat*
value	B:
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Hgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/RankConst^gradients/Sub_2*G
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;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat*
value	B:*
dtype0
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Ggradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/modFloorModIgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ConstHgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/Rank*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat
?
Igradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeShape1rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1*
T0*G
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;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat*
out_type0
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Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeNShapeNUgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeN/StackPopV27gradients/rnn/while/Select_4_grad/zeros_like/StackPopV2*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat*
out_type0*
N
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Pgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeN/ConstConst*
_classu
s6loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_19loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat*
valueB:
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dtype0
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Pgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeN/f_accStackV2Pgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeN/Const*
	elem_type0*
_classu
s6loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_19loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat*

stack_name
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Pgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeN/EnterEnterPgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeN/f_acc*
T0*G
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is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
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Vgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeN/StackPushV2StackPushV2Pgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeN/Enter1rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1^gradients/Add_2*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat*
swap_memory(
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Ugradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeN/StackPopV2
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;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat*
	elem_type0
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[gradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeN/StackPopV2/EnterEnterPgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeN/f_acc*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
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Pgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ConcatOffsetConcatOffsetGgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/modJgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeNLgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat_grad/ShapeN:1*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/concat*
N
?
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A?loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul/Enter*
valueB
??	**
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Qgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul/Enter_grad/b_acc_2MergeQgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul/Enter_grad/b_acc_1Wgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul/Enter_grad/NextIteration*
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N
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A?loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul/Enter
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Qgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul/Enter_grad/b_acc_3ExitPgradients/rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul/Enter_grad/Switch*
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A?loc:@rnn/while/rnn/multi_rnn_cell/cell_1/lstm_cell/MatMul/Enter
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Fgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/ShapeShape/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
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out_type0
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Hgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Shape_1Shape0rnn/while/rnn/multi_rnn_cell/cell_1/dropout/Cast*
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1*
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?????????*
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\gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs/f_accStackV2\gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs/Const*

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frame_namernn/while/while_context*
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?
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StackPopV2ggradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2/Enter^gradients/Sub_2*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1*
is_constant(*
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^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs/Const_1Const*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1*
valueB:
?????????*
dtype0
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^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs/f_acc_1StackV2^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs/Const_1*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1*

stack_name*
	elem_type0
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^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs/Enter_1Enter^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs/f_acc_1*
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1*
is_constant(*
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frame_namernn/while/while_context
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dgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2^gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs/Enter_1Hgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Shape_1^gradients/Add_2*
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parallel_iterations *1

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T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1*
is_constant(
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T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1
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Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul/ConstConst*{
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Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul/f_accStackV2Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul/Const*

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Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul/EnterEnterJgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul/f_acc*
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
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Pgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul/StackPushV2StackPushV2Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul/Enter0rnn/while/rnn/multi_rnn_cell/cell_1/dropout/Cast^gradients/Add_2*
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swap_memory(
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Ogradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul/StackPopV2
StackPopV2Ugradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul/StackPopV2/Enter^gradients/Sub_2*D
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Ugradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul/StackPopV2/EnterEnterJgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul/f_acc*
T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
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Dgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/SumSumDgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/MulVgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs*
	keep_dims(*

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T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1
?
Hgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/ReshapeReshapeDgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Sumagradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2*
T0*D
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Tshape0
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1
?
Lgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul_1/ConstConst*
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n4loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul6loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1*
valueB:
?????????
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Lgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul_1/f_accStackV2Lgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul_1/Const*
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stack_name
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Lgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul_1/EnterEnterLgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul_1/f_acc*
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
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Rgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul_1/StackPushV2StackPushV2Lgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul_1/Enter/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul^gradients/Add_2*
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StackPopV2Wgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Mul_1/StackPopV2/Enter^gradients/Sub_2*D
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T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1*
is_constant(
?
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T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1*
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Tidx0
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Tshape0
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N*
T0*F
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?
Zgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/ConstConst*
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is_constant(*
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frame_namernn/while/while_context
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`gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/StackPushV2StackPushV2Zgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/EnterDgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Shape^gradients/Add_2*
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is_constant(
?
\gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/Const_1Const*B
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frame_namernn/while/while_context
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bgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2\gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/Enter_1Fgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Shape_1^gradients/Add_2*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
swap_memory(
?
agradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/StackPopV2_1
StackPopV2ggradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/StackPopV2_1/Enter^gradients/Sub_2*
	elem_type0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul
?
ggradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnter\gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/f_acc_1*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
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Bgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/MulMulHgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/ReshapeMgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul/StackPopV2*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul
?
Hgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul/ConstConst*
dtype0*|
_classr
p4loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/truediv*
valueB:
?????????
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Hgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul/f_accStackV2Hgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul/Const*|
_classr
p4loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul8loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/truediv*

stack_name*
	elem_type0
?
Hgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul/EnterEnterHgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul/f_acc*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
?
Ngradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul/StackPushV2StackPushV2Hgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul/Enter3rnn/while/rnn/multi_rnn_cell/cell_1/dropout/truediv^gradients/Add_2*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
swap_memory(
?
Mgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul/StackPopV2
StackPopV2Sgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul/StackPopV2/Enter^gradients/Sub_2*
	elem_type0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul
?
Sgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul/StackPopV2/EnterEnterHgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul/f_acc*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
is_constant(
?
Bgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/SumSumBgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/MulTgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
	keep_dims(*

Tidx0
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Fgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/ReshapeReshapeBgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Sum_gradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/StackPopV2*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
Tshape0
?
Dgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1MulOgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1/StackPopV2Hgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_1_grad/Reshape*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul
?
Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1/ConstConst*|
_classr
p8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_24loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
valueB:
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dtype0
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Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1/f_accStackV2Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1/Const*
	elem_type0*|
_classr
p8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_24loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*

stack_name
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Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1/EnterEnterJgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1/f_acc*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
?
Pgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1/StackPushV2StackPushV2Jgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1/Enter3rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2^gradients/Add_2*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
swap_memory(
?
Ogradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1/StackPopV2
StackPopV2Ugradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1/StackPopV2/Enter^gradients/Sub_2*
	elem_type0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul
?
Ugradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1/StackPopV2/EnterEnterJgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1/f_acc*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
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Dgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Sum_1SumDgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Mul_1Vgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs:1*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
	keep_dims(*

Tidx0
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Hgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Reshape_1ReshapeDgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Sum_1agradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/BroadcastGradientArgs/StackPopV2_1*
T0*B
_class8
64loc:@rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul*
Tshape0
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1gradients/rnn/while/Switch_6_grad_1/NextIteration
NextIterationgradients/AddN_4*
T0*$
_class
loc:@rnn/while/Merge_6
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gradients/AddN_5AddN*gradients/rnn/while/Select_2_grad/Select_1Fgradients/rnn/while/rnn/multi_rnn_cell/cell_1/dropout/mul_grad/Reshape*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
N
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Hgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/ShapeShape7rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/Sigmoid_2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
out_type0
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Jgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Shape_1Shape4rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/Tanh_1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
out_type0
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Xgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgsBroadcastGradientArgscgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2egradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2_1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2
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^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/ConstConst*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
valueB:
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dtype0
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^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/f_accStackV2^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/Const*
	elem_type0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*

stack_name
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^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/EnterEnter^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/f_acc*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
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dgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2StackPushV2^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/EnterHgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Shape^gradients/Add_2*
swap_memory(*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2
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cgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2
StackPopV2igradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2/Enter^gradients/Sub_2*
	elem_type0*F
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:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2
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igradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2/EnterEnter^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/f_acc*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
is_constant(
?
`gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/Const_1Const*
dtype0*F
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:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
valueB:
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`gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/f_acc_1StackV2`gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/Const_1*F
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:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*

stack_name*
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`gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/Enter_1Enter`gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/f_acc_1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
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fgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2`gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/Enter_1Jgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Shape_1^gradients/Add_2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
swap_memory(
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egradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2_1
StackPopV2kgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2_1/Enter^gradients/Sub_2*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
	elem_type0
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kgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnter`gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/f_acc_1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
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Fgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/MulMulgradients/AddN_5Qgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul/StackPopV2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2
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Lgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul/ConstConst*?
_classw
u9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/Tanh_18loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
valueB:
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dtype0
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Lgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul/f_accStackV2Lgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul/Const*
	elem_type0*?
_classw
u9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/Tanh_18loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*

stack_name
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Lgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul/EnterEnterLgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul/f_acc*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
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Rgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul/StackPushV2StackPushV2Lgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul/Enter4rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/Tanh_1^gradients/Add_2*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
swap_memory(
?
Qgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul/StackPopV2
StackPopV2Wgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul/StackPopV2/Enter^gradients/Sub_2*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
	elem_type0
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Wgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul/StackPopV2/EnterEnterLgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul/f_acc*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
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Fgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/SumSumFgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/MulXgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs*
	keep_dims(*

Tidx0*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2
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Jgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/ReshapeReshapeFgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Sumcgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2*
T0*F
_class<
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Tshape0
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Hgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul_1MulSgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul_1/StackPopV2gradients/AddN_5*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2
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Ngradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_2_grad/Mul_1/ConstConst*?
_classz
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<:loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/Sigmoid
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gradients/AddN_7AddN(gradients/rnn/while/Select_1_grad/SelectJgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_grad/Reshape_1*
T0*F
_class<
:8loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/add_1*
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Rgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/Sigmoid_1_grad/SigmoidGradSigmoidGradSgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_1_grad/Mul_1/StackPopV2Jgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/mul_1_grad/Reshape*
T0*J
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data_formatNHWC
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Jgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMulMatMulIgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/split_grad/concatPgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul/Enter*
transpose_b(*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul*
transpose_a(
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Pgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul/EnterEnter/rnn/multi_rnn_cell/cell_0/lstm_cell/kernel/read*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul*
is_constant(
?
Lgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1MatMulWgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1/StackPopV2Igradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/split_grad/concat*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul*
transpose_a(*
transpose_b(
?
Rgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1/ConstConst*
dtype0*?
_classx
v9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat*
valueB:
?????????
?
Rgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1/f_accStackV2Rgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1/Const*?
_classx
v9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat*

stack_name*
	elem_type0
?
Rgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1/EnterEnterRgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1/f_acc*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
?
Xgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1/StackPushV2StackPushV2Rgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1/Enter4rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat^gradients/Add_2*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul*
swap_memory(
?
Wgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1/StackPopV2
StackPopV2]gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1/StackPopV2/Enter^gradients/Sub_2*
	elem_type0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul
?
]gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1/StackPopV2/EnterEnterRgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1/f_acc*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul*
is_constant(
?
Pgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/b_accConst*
dtype0*N
_classD
B@loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter*
valueB?	*
?
Rgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/b_acc_1EnterPgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/b_acc*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context*
T0*N
_classD
B@loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter*
is_constant(
?
Rgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/b_acc_2MergeRgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/b_acc_1Xgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/NextIteration*
N*
T0*N
_classD
B@loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter
?
Qgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/SwitchSwitchRgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/b_acc_2gradients/b_count_10*
T0*N
_classD
B@loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter
?
Ngradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/AddAddSgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/Switch:1Pgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd_grad/BiasAddGrad*
T0*N
_classD
B@loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter
?
Xgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/NextIteration
NextIterationNgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/Add*
T0*N
_classD
B@loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter
?
Rgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/b_acc_3ExitQgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter_grad/Switch*
T0*N
_classD
B@loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/BiasAdd/Enter
?
Igradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ConstConst^gradients/Sub_2*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat*
value	B:*
dtype0
?
Hgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/RankConst^gradients/Sub_2*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat*
value	B:*
dtype0
?
Ggradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/modFloorModIgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ConstHgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/Rank*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat
?
Igradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeShape1rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat*
out_type0
?
Jgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeNShapeNUgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN/StackPopV27gradients/rnn/while/Select_2_grad/zeros_like/StackPopV2*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat*
out_type0*
N
?
Pgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN/ConstConst*
_classu
s6loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_19loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat*
valueB:
?????????*
dtype0
?
Pgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN/f_accStackV2Pgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN/Const*

stack_name*
	elem_type0*
_classu
s6loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_19loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat
?
Pgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN/EnterEnterPgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN/f_acc*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
?
Vgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN/StackPushV2StackPushV2Pgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN/Enter1rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1^gradients/Add_2*
swap_memory(*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat
?
Ugradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN/StackPopV2
StackPopV2[gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN/StackPopV2/Enter^gradients/Sub_2*
	elem_type0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat
?
[gradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN/StackPopV2/EnterEnterPgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN/f_acc*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
?
Pgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ConcatOffsetConcatOffsetGgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/modJgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeNLgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN:1*
N*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat
?
Igradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/SliceSliceJgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMulPgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ConcatOffsetJgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN*
Index0*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat
?
Kgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/Slice_1SliceJgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMulRgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ConcatOffset:1Lgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/ShapeN:1*
Index0*
T0*G
_class=
;9loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat
?
Ogradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/b_accConst*M
_classC
A?loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter*
valueB
??	**
dtype0
?
Qgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/b_acc_1EnterOgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/b_acc*
T0*M
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A?loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
?
Qgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/b_acc_2MergeQgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/b_acc_1Wgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/NextIteration*
N*
T0*M
_classC
A?loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter
?
Pgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/SwitchSwitchQgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/b_acc_2gradients/b_count_10*
T0*M
_classC
A?loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter
?
Mgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/AddAddRgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/Switch:1Lgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul_grad/MatMul_1*
T0*M
_classC
A?loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter
?
Wgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/NextIteration
NextIterationMgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/Add*
T0*M
_classC
A?loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter
?
Qgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/b_acc_3ExitPgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter_grad/Switch*
T0*M
_classC
A?loc:@rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/MatMul/Enter
?
Fgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/ShapeShape/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
T0*D
_class:
86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
out_type0
?
Hgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Shape_1Shape0rnn/while/rnn/multi_rnn_cell/cell_0/dropout/Cast*
T0*D
_class:
86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
out_type0
?
Vgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgsBroadcastGradientArgsagradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2cgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2_1*
T0*D
_class:
86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1
?
\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/ConstConst*
dtype0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
valueB:
?????????
?
\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/f_accStackV2\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/Const*
	elem_type0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*

stack_name
?
\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/EnterEnter\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/f_acc*
T0*D
_class:
86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
?
bgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/StackPushV2StackPushV2\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/EnterFgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Shape^gradients/Add_2*
T0*D
_class:
86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
swap_memory(
?
agradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2
StackPopV2ggradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2/Enter^gradients/Sub_2*
	elem_type0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1
?
ggradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2/EnterEnter\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/f_acc*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context*
T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
is_constant(
?
^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/Const_1Const*D
_class:
86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
valueB:
?????????*
dtype0
?
^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/f_acc_1StackV2^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/Const_1*D
_class:
86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*

stack_name*
	elem_type0
?
^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/Enter_1Enter^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/f_acc_1*
T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
?
dgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/Enter_1Hgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Shape_1^gradients/Add_2*
T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
swap_memory(
?
cgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2_1
StackPopV2igradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2_1/Enter^gradients/Sub_2*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
	elem_type0
?
igradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnter^gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/f_acc_1*
T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
is_constant(*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context
?
Dgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/MulMulIgradients/rnn/while/rnn/multi_rnn_cell/cell_0/lstm_cell/concat_grad/SliceOgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul/StackPopV2*
T0*D
_class:
86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1
?
Jgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul/ConstConst*
dtype0*{
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o5loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/Cast6loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
valueB:
?????????
?
Jgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul/f_accStackV2Jgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul/Const*{
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o5loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/Cast6loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*

stack_name*
	elem_type0
?
Jgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul/EnterEnterJgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul/f_acc*
T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
is_constant(*
parallel_iterations *'

frame_namernn/while/while_context
?
Pgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul/StackPushV2StackPushV2Jgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul/Enter0rnn/while/rnn/multi_rnn_cell/cell_0/dropout/Cast^gradients/Add_2*
T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
swap_memory(
?
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StackPopV2Ugradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul/StackPopV2/Enter^gradients/Sub_2*D
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Ugradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul/StackPopV2/EnterEnterJgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul/f_acc*
parallel_iterations *1

frame_name#!gradients/rnn/while/while_context*
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is_constant(
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1
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Hgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/ReshapeReshapeDgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Sumagradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs/StackPopV2*
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T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1
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Lgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul_1/ConstConst*z
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n4loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul6loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
valueB:
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Lgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul_1/f_accStackV2Lgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul_1/Const*z
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Lgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul_1/EnterEnterLgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul_1/f_acc*
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Rgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul_1/StackPushV2StackPushV2Lgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul_1/Enter/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul^gradients/Add_2*
T0*D
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StackPopV2Wgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul_1/StackPopV2/Enter^gradients/Sub_2*
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1
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T0*D
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86loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1*
is_constant(*
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Fgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Sum_1SumFgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/Mul_1Xgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/BroadcastGradientArgs:1*
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T0*F
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T0*B
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T0*B
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Tgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgsBroadcastGradientArgs_gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/StackPopV2agradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/StackPopV2_1*
T0*B
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul
?
Zgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/ConstConst*B
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
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Zgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/f_accStackV2Zgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/Const*

stack_name*
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul
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Zgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/EnterEnterZgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/f_acc*
T0*B
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
is_constant(*
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`gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/StackPushV2StackPushV2Zgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/EnterDgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Shape^gradients/Add_2*
swap_memory(*
T0*B
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul
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_gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/StackPopV2
StackPopV2egradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/StackPopV2/Enter^gradients/Sub_2*B
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
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egradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/StackPopV2/EnterEnterZgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/f_acc*
T0*B
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
is_constant(*
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frame_name#!gradients/rnn/while/while_context
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\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/Const_1Const*B
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
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\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/f_acc_1StackV2\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/Const_1*

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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul
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\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/Enter_1Enter\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/f_acc_1*
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
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bgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/StackPushV2_1StackPushV2\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/Enter_1Fgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Shape_1^gradients/Add_2*
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul
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agradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/StackPopV2_1
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul
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ggradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/StackPopV2_1/EnterEnter\gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/f_acc_1*
T0*B
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
is_constant(*
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frame_name#!gradients/rnn/while/while_context
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Bgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/MulMulHgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_1_grad/ReshapeMgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul/StackPopV2*
T0*B
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul
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Hgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul/ConstConst*
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Hgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul/EnterEnterHgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul/f_acc*
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Ngradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul/StackPushV2StackPushV2Hgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul/Enter3rnn/while/rnn/multi_rnn_cell/cell_0/dropout/truediv^gradients/Add_2*
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
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Mgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul/StackPopV2
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul
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T0*B
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
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Bgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/SumSumBgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/MulTgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs*
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul
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Fgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/ReshapeReshapeBgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Sum_gradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs/StackPopV2*
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul
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Jgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul_1/ConstConst*
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X loc:@rnn/while/TensorArrayReadV34loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*

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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul
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Ogradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul_1/StackPopV2
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul
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Ugradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul_1/StackPopV2/EnterEnterJgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul_1/f_acc*
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
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Dgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Sum_1SumDgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/Mul_1Vgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/BroadcastGradientArgs:1*
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
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64loc:@rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul*
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Tgradients/rnn/while/TensorArrayReadV3_grad/TensorArrayGrad/TensorArrayGradV3/Enter_1Enter>rnn/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3*
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Hgradients/rnn/while/TensorArrayReadV3_grad/TensorArrayGrad/gradient_flowIdentityTgradients/rnn/while/TensorArrayReadV3_grad/TensorArrayGrad/TensorArrayGradV3/Enter_1M^gradients/rnn/while/TensorArrayReadV3_grad/TensorArrayGrad/TensorArrayGradV3*
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Ngradients/rnn/while/TensorArrayReadV3_grad/TensorArrayWrite/TensorArrayWriteV3TensorArrayWriteV3Lgradients/rnn/while/TensorArrayReadV3_grad/TensorArrayGrad/TensorArrayGradV3Ygradients/rnn/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2Fgradients/rnn/while/rnn/multi_rnn_cell/cell_0/dropout/mul_grad/ReshapeHgradients/rnn/while/TensorArrayReadV3_grad/TensorArrayGrad/gradient_flow*
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