ŽčO Š6…6 : Add x"T y"T z"T" Ttype: 2   W AddN inputs"T*N sum"T" Nint(0"! Ttype: 2 € A AddV2 x"T y"T z"T" Ttype: 2  € x Assign ref"T€ value"T output_ref"T€" Ttype" validate_shapebool(" use_lockingbool(˜ s AssignAdd ref"T€ value"T output_ref"T€" Ttype: 2 " use_lockingbool( B AssignVariableOp resource value"dtype" dtypetypeˆ ~ BiasAdd value"T bias"T output"T" Ttype: 2 "- data_formatstringNHWC: NHWCNCHW ~ BiasAddGrad out_backprop"T output"T" Ttype: 2 "- data_formatstringNHWC: NHWCNCHW R BroadcastGradientArgs s0"T s1"T r0"T r1"T" Ttype0: 2 Z BroadcastTo input"T shape"Tidx output"T" Ttype" Tidxtype0: 2 N Cast x"SrcT y"DstT" SrcTtype" DstTtype" Truncatebool( h ConcatV2 values"T*N axis"Tidx output"T" Nint(0" Ttype" Tidxtype0: 2 8 Const output"dtype" valuetensor" dtypetype › Conv2D input"T filter"T output"T" Ttype: 2" strides list(int)" use_cudnn_on_gpubool(", paddingstring: SAMEVALIDEXPLICIT"" explicit_paddings list(int) "- data_formatstringNHWC: NHWCNCHW" dilations list(int)  Ŕ Conv2DBackpropFilter input"T filter_sizes out_backprop"T output"T" Ttype: 2" strides list(int)" use_cudnn_on_gpubool(", paddingstring: SAMEVALIDEXPLICIT"" explicit_paddings list(int) "- data_formatstringNHWC: NHWCNCHW" dilations list(int)  Ŕ Conv2DBackpropInput input_sizes filter"T out_backprop"T output"T" Ttype: 2" strides list(int)" use_cudnn_on_gpubool(", paddingstring: SAMEVALIDEXPLICIT"" explicit_paddings list(int) "- data_formatstringNHWC: NHWCNCHW" dilations list(int)  S DynamicStitch indices*N data"T*N merged"T" Nint(0" Ttype , Exp x"T y"T" Ttype: 2 W ExpandDims input"T dim"Tdim output"T" Ttype" Tdimtype0: 2 ^ Fill dims" index_type value"T output"T" Ttype" index_typetype0: 2 ? FloorDiv x"T y"T z"T" Ttype: 2   9 FloorMod x"T y"T z"T" Ttype: 2  B GreaterEqual x"T y"T z " Ttype: 2   . Identity input"T output"T" Ttype ? LessEqual x"T y"T z " Ttype: 2   8 Maximum x"T y"T z"T" Ttype: 2  Mean input"T reduction_indices"Tidx output"T" keep_dimsbool(" Ttype: 2 " Tidxtype0: 2 N Merge inputs"T*N output"T value_index" Ttype" Nint(0 e MergeV2Checkpoints checkpoint_prefixes destination_prefix" delete_old_dirsbool(ˆ 8 Minimum x"T y"T z"T" Ttype: 2 = Mul x"T y"T z"T" Ttype: 2   . Neg x"T y"T" Ttype: 2   NoOp M Pack values"T*N output"T" Nint(0" Ttype" axisint ł PartitionedCall args2Tin output2Tout" Tin list(type)(" Tout list(type)(" ffunc" configstring" config_protostring" executor_typestring C Placeholder output"dtype" dtypetype" shapeshape: X PlaceholderWithDefault input"dtype output"dtype" dtypetype" shapeshape  Prod input"T reduction_indices"Tidx output"T" keep_dimsbool(" Ttype: 2 " Tidxtype0: 2 … RandomStandardNormal shape"T output"dtype" seedint" seed2int" dtypetype: 2" Ttype: 2 ˆ ~ RandomUniform shape"T output"dtype" seedint" seed2int" dtypetype: 2" Ttype: 2 ˆ b Range start"Tidx limit"Tidx delta"Tidx output"Tidx" Tidxtype0: 2 @ ReadVariableOp resource value"dtype" dtypetypeˆ > RealDiv x"T y"T z"T" Ttype: 2   E Relu features"T activations"T" Ttype: 2   V ReluGrad gradients"T features"T backprops"T" Ttype: 2   [ Reshape tensor"T shape"Tshape output"T" Ttype" Tshapetype0: 2 ŕ ResourceApplyAdam var m v beta1_power"T beta2_power"T lr"T beta1"T beta2"T epsilon"T grad"T" Ttype: 2 " use_lockingbool(" use_nesterovbool(ˆ o RestoreV2 prefix tensor_names shape_and_slices tensors2dtypes" dtypes list(type)(0ˆ l SaveV2 prefix tensor_names shape_and_slices tensors2dtypes" dtypes list(type)(0ˆ A SelectV2 condition  t"T e"T output"T" Ttype P Shape input"T output"out_type" Ttype" out_typetype0: 2 e ShapeN input"T*N output"out_type*N" Nint(0" Ttype" out_typetype0: 2 H ShardedFilename basename shard num_shards filename a Slice input"T begin"Index size"Index output"T" Ttype" Indextype: 2 [ Split split_dim value"T output"T* num_split" num_splitint(0" Ttype 1 Square x"T y"T" Ttype: 2  G SquaredDifference x"T y"T z"T" Ttype: 2  N Squeeze input"T output"T" Ttype" squeeze_dims list(int) ( @ StaticRegexFullMatch input output " patternstring 2 StopGradient input"T output"T" Ttype ö StridedSlice input"T begin"Index end"Index strides"Index output"T" Ttype" Indextype: 2 " begin_maskint" end_maskint" ellipsis_maskint" new_axis_maskint" shrink_axis_maskint N StringJoin inputs*N output" Nint(0" separatorstring : Sub x"T y"T z"T" Ttype: 2   Œ Sum input"T reduction_indices"Tidx output"T" keep_dimsbool(" Ttype: 2 " Tidxtype0: 2 M Switch data"T pred  output_false"T output_true"T" Ttype c Tile input"T multiples" Tmultiples output"T" Ttype" Tmultiplestype0: 2 q VarHandleOp resource" containerstring" shared_namestring" dtypetype" shapeshapeˆ 9 VarIsInitializedOp resource is_initialized ˆ s VariableV2 ref"dtype€" shapeshape" dtypetype" containerstring" shared_namestringˆ"serve*2.1.02v2.1.0-6-g5a4547bťáM  default_policy/observation Placeholder*/ _output_shapes : ˙˙˙˙˙˙˙˙˙TT* dtype0*$ shape: ˙˙˙˙˙˙˙˙˙TT } default_policy/prev_action Placeholder*' _output_shapes : ˙˙˙˙˙˙˙˙˙* dtype0* shape: ˙˙˙˙˙˙˙˙˙ u default_policy/prev_reward Placeholder*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* dtype0* shape:  ˙˙˙˙˙˙˙˙˙ c !default_policy/is_exploring/inputConst* _output_shapes :* dtype0 * value B Z Š default_policy/is_exploringPlaceholderWithDefault!default_policy/is_exploring/input* _output_shapes :* dtype0 * shape: b default_policy/is_training/inputConst* _output_shapes :* dtype0 * value B Z ˆ default_policy/is_trainingPlaceholderWithDefault default_policy/is_training/input* _output_shapes :* dtype0 * shape: r default_policy/seq_lens Placeholder*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* dtype0* shape:  ˙˙˙˙˙˙˙˙˙ Ž default_policy/observations Placeholder*/ _output_shapes : ˙˙˙˙˙˙˙˙˙TT* dtype0*$ shape: ˙˙˙˙˙˙˙˙˙TT Ĺ ¤ Gdefault_policy/conv_out/kernel/Initializer/random_uniform/RandomUniform RandomUniform?default_policy/conv_out/kernel/Initializer/random_uniform/shape* T0*1 _class' %#loc:@default_policy/conv_out/kernel*' _output_shapes :€* dtype0* seed* seed2 – =default_policy/conv_out/kernel/Initializer/random_uniform/subSub=default_policy/conv_out/kernel/Initializer/random_uniform/max=default_policy/conv_out/kernel/Initializer/random_uniform/min* T0*1 _class' %#loc:@default_policy/conv_out/kernel* _output_shapes : ą =default_policy/conv_out/kernel/Initializer/random_uniform/mulMulGdefault_policy/conv_out/kernel/Initializer/random_uniform/RandomUniform=default_policy/conv_out/kernel/Initializer/random_uniform/sub* T0*1 _class' %#loc:@default_policy/conv_out/kernel*' _output_shapes :€ Ł 9default_policy/conv_out/kernel/Initializer/random_uniformAdd=default_policy/conv_out/kernel/Initializer/random_uniform/mul=default_policy/conv_out/kernel/Initializer/random_uniform/min* T0*1 _class' %#loc:@default_policy/conv_out/kernel*' _output_shapes :€ ĺ default_policy/conv_out/kernel VarHandleOp*1 _class' %#loc:@default_policy/conv_out/kernel* _output_shapes :* container* dtype0* shape:€*/ shared_name default_policy/conv_out/kernel  ?default_policy/conv_out/kernel/IsInitialized/VarIsInitializedOpVarIsInitializedOpdefault_policy/conv_out/kernel* _output_shapes : Ą %default_policy/conv_out/kernel/AssignAssignVariableOpdefault_policy/conv_out/kernel9default_policy/conv_out/kernel/Initializer/random_uniform* dtype0 š 2default_policy/conv_out/kernel/Read/ReadVariableOpReadVariableOpdefault_policy/conv_out/kernel*' _output_shapes :€* dtype0 Ź .default_policy/conv_out/bias/Initializer/zerosConst*/ _class% #!loc:@default_policy/conv_out/bias* _output_shapes :* dtype0* valueB* Ň default_policy/conv_out/bias VarHandleOp*/ _class% #!loc:@default_policy/conv_out/bias* _output_shapes :* container* dtype0* shape:*- shared_namedefault_policy/conv_out/bias ‰ =default_policy/conv_out/bias/IsInitialized/VarIsInitializedOpVarIsInitializedOpdefault_policy/conv_out/bias* _output_shapes : ’ #default_policy/conv_out/bias/AssignAssignVariableOpdefault_policy/conv_out/bias.default_policy/conv_out/bias/Initializer/zeros* dtype0 ‰ 0default_policy/conv_out/bias/Read/ReadVariableOpReadVariableOpdefault_policy/conv_out/bias* _output_shapes :* dtype0 v %default_policy/conv_out/dilation_rateConst* _output_shapes :* dtype0* valueB" • -default_policy/conv_out/Conv2D/ReadVariableOpReadVariableOpdefault_policy/conv_out/kernel*' _output_shapes :€* dtype0 ł default_policy/conv_out/Conv2DConv2Ddefault_policy/conv3/Relu-default_policy/conv_out/Conv2D/ReadVariableOp* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙* data_formatNHWC* dilations * explicit_paddings * paddingSAME* strides * use_cudnn_on_gpu( ‡ .default_policy/conv_out/BiasAdd/ReadVariableOpReadVariableOpdefault_policy/conv_out/bias* _output_shapes :* dtype0 Ë default_policy/conv_out/BiasAddBiasAdddefault_policy/conv_out/Conv2D.default_policy/conv_out/BiasAdd/ReadVariableOp* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙* data_formatNHWC Ó Cdefault_policy/conv_value_1/kernel/Initializer/random_uniform/shapeConst*5 _class+ )'loc:@default_policy/conv_value_1/kernel* _output_shapes :* dtype0*% valueB" ˝ Adefault_policy/conv_value_1/kernel/Initializer/random_uniform/minConst*5 _class+ )'loc:@default_policy/conv_value_1/kernel* _output_shapes :* dtype0* value B * ܏˝ ˝ Adefault_policy/conv_value_1/kernel/Initializer/random_uniform/maxConst*5 _class+ )'loc:@default_policy/conv_value_1/kernel* _output_shapes :* dtype0* value B * ܏= Ż Kdefault_policy/conv_value_1/kernel/Initializer/random_uniform/RandomUniform RandomUniformCdefault_policy/conv_value_1/kernel/Initializer/random_uniform/shape* T0*5 _class+ )'loc:@default_policy/conv_value_1/kernel*& _output_shapes :* dtype0* seed* seed2 Ś Adefault_policy/conv_value_1/kernel/Initializer/random_uniform/subSubAdefault_policy/conv_value_1/kernel/Initializer/random_uniform/maxAdefault_policy/conv_value_1/kernel/Initializer/random_uniform/min* T0*5 _class+ )'loc:@default_policy/conv_value_1/kernel* _output_shapes : Ŕ Adefault_policy/conv_value_1/kernel/Initializer/random_uniform/mulMulKdefault_policy/conv_value_1/kernel/Initializer/random_uniform/RandomUniformAdefault_policy/conv_value_1/kernel/Initializer/random_uniform/sub* T0*5 _class+ )'loc:@default_policy/conv_value_1/kernel*& _output_shapes : ˛ =default_policy/conv_value_1/kernel/Initializer/random_uniformAddAdefault_policy/conv_value_1/kernel/Initializer/random_uniform/mulAdefault_policy/conv_value_1/kernel/Initializer/random_uniform/min* T0*5 _class+ )'loc:@default_policy/conv_value_1/kernel*& _output_shapes : đ "default_policy/conv_value_1/kernel VarHandleOp*5 _class+ )'loc:@default_policy/conv_value_1/kernel* _output_shapes :* container* dtype0* shape:*3 shared_name$"default_policy/conv_value_1/kernel • Cdefault_policy/conv_value_1/kernel/IsInitialized/VarIsInitializedOpVarIsInitializedOp"default_policy/conv_value_1/kernel* _output_shapes : ­ )default_policy/conv_value_1/kernel/AssignAssignVariableOp"default_policy/conv_value_1/kernel=default_policy/conv_value_1/kernel/Initializer/random_uniform* dtype0 Ą 6default_policy/conv_value_1/kernel/Read/ReadVariableOpReadVariableOp"default_policy/conv_value_1/kernel*& _output_shapes :* dtype0 ´ 2default_policy/conv_value_1/bias/Initializer/zerosConst*3 _class) '%loc:@default_policy/conv_value_1/bias* _output_shapes :* dtype0* valueB* Ţ default_policy/conv_value_1/bias VarHandleOp*3 _class) '%loc:@default_policy/conv_value_1/bias* _output_shapes :* container* dtype0* shape:*1 shared_name" default_policy/conv_value_1/bias ‘ Adefault_policy/conv_value_1/bias/IsInitialized/VarIsInitializedOpVarIsInitializedOp default_policy/conv_value_1/bias* _output_shapes : ž 'default_policy/conv_value_1/bias/AssignAssignVariableOp default_policy/conv_value_1/bias2default_policy/conv_value_1/bias/Initializer/zeros* dtype0 ‘ 4default_policy/conv_value_1/bias/Read/ReadVariableOpReadVariableOp default_policy/conv_value_1/bias* _output_shapes :* dtype0 z )default_policy/conv_value_1/dilation_rateConst* _output_shapes :* dtype0* valueB" œ 1default_policy/conv_value_1/Conv2D/ReadVariableOpReadVariableOp"default_policy/conv_value_1/kernel*& _output_shapes :* dtype0 ˝ "default_policy/conv_value_1/Conv2DConv2Ddefault_policy/observations1default_policy/conv_value_1/Conv2D/ReadVariableOp* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙* data_formatNHWC* dilations * explicit_paddings * paddingSAME* strides * use_cudnn_on_gpu(  2default_policy/conv_value_1/BiasAdd/ReadVariableOpReadVariableOp default_policy/conv_value_1/bias* _output_shapes :* dtype0 × #default_policy/conv_value_1/BiasAddBiasAdd"default_policy/conv_value_1/Conv2D2default_policy/conv_value_1/BiasAdd/ReadVariableOp* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙* data_formatNHWC ‡ default_policy/conv_value_1/ReluRelu#default_policy/conv_value_1/BiasAdd* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙ Ó Cdefault_policy/conv_value_2/kernel/Initializer/random_uniform/shapeConst*5 _class+ )'loc:@default_policy/conv_value_2/kernel* _output_shapes :* dtype0*% valueB" ˝ Adefault_policy/conv_value_2/kernel/Initializer/random_uniform/minConst*5 _class+ )'loc:@default_policy/conv_value_2/kernel* _output_shapes :* dtype0* value B *óľ˝ ˝ Adefault_policy/conv_value_2/kernel/Initializer/random_uniform/maxConst*5 _class+ )'loc:@default_policy/conv_value_2/kernel* _output_shapes :* dtype0* value B *óľ= Ż Kdefault_policy/conv_value_2/kernel/Initializer/random_uniform/RandomUniform RandomUniformCdefault_policy/conv_value_2/kernel/Initializer/random_uniform/shape* T0*5 _class+ )'loc:@default_policy/conv_value_2/kernel*& _output_shapes : * dtype0* seed* seed2 Ś Adefault_policy/conv_value_2/kernel/Initializer/random_uniform/subSubAdefault_policy/conv_value_2/kernel/Initializer/random_uniform/maxAdefault_policy/conv_value_2/kernel/Initializer/random_uniform/min* T0*5 _class+ )'loc:@default_policy/conv_value_2/kernel* _output_shapes : Ŕ Adefault_policy/conv_value_2/kernel/Initializer/random_uniform/mulMulKdefault_policy/conv_value_2/kernel/Initializer/random_uniform/RandomUniformAdefault_policy/conv_value_2/kernel/Initializer/random_uniform/sub* T0*5 _class+ )'loc:@default_policy/conv_value_2/kernel*& _output_shapes : ˛ =default_policy/conv_value_2/kernel/Initializer/random_uniformAddAdefault_policy/conv_value_2/kernel/Initializer/random_uniform/mulAdefault_policy/conv_value_2/kernel/Initializer/random_uniform/min* T0*5 _class+ )'loc:@default_policy/conv_value_2/kernel*& _output_shapes : đ "default_policy/conv_value_2/kernel VarHandleOp*5 _class+ )'loc:@default_policy/conv_value_2/kernel* _output_shapes :* container* dtype0* shape: *3 shared_name$"default_policy/conv_value_2/kernel • Cdefault_policy/conv_value_2/kernel/IsInitialized/VarIsInitializedOpVarIsInitializedOp"default_policy/conv_value_2/kernel* _output_shapes : ­ )default_policy/conv_value_2/kernel/AssignAssignVariableOp"default_policy/conv_value_2/kernel=default_policy/conv_value_2/kernel/Initializer/random_uniform* dtype0 Ą 6default_policy/conv_value_2/kernel/Read/ReadVariableOpReadVariableOp"default_policy/conv_value_2/kernel*& _output_shapes : * dtype0 ´ 2default_policy/conv_value_2/bias/Initializer/zerosConst*3 _class) '%loc:@default_policy/conv_value_2/bias* _output_shapes : * dtype0* valueB * Ţ default_policy/conv_value_2/bias VarHandleOp*3 _class) '%loc:@default_policy/conv_value_2/bias* _output_shapes :* container* dtype0* shape: *1 shared_name" default_policy/conv_value_2/bias ‘ Adefault_policy/conv_value_2/bias/IsInitialized/VarIsInitializedOpVarIsInitializedOp default_policy/conv_value_2/bias* _output_shapes : ž 'default_policy/conv_value_2/bias/AssignAssignVariableOp default_policy/conv_value_2/bias2default_policy/conv_value_2/bias/Initializer/zeros* dtype0 ‘ 4default_policy/conv_value_2/bias/Read/ReadVariableOpReadVariableOp default_policy/conv_value_2/bias* _output_shapes : * dtype0 z )default_policy/conv_value_2/dilation_rateConst* _output_shapes :* dtype0* valueB" œ 1default_policy/conv_value_2/Conv2D/ReadVariableOpReadVariableOp"default_policy/conv_value_2/kernel*& _output_shapes : * dtype0  "default_policy/conv_value_2/Conv2DConv2D default_policy/conv_value_1/Relu1default_policy/conv_value_2/Conv2D/ReadVariableOp* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙   * data_formatNHWC* dilations * explicit_paddings * paddingSAME* strides * use_cudnn_on_gpu(  2default_policy/conv_value_2/BiasAdd/ReadVariableOpReadVariableOp default_policy/conv_value_2/bias* _output_shapes : * dtype0 × #default_policy/conv_value_2/BiasAddBiasAdd"default_policy/conv_value_2/Conv2D2default_policy/conv_value_2/BiasAdd/ReadVariableOp* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙   * data_formatNHWC ‡ default_policy/conv_value_2/ReluRelu#default_policy/conv_value_2/BiasAdd* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙   Ó Cdefault_policy/conv_value_3/kernel/Initializer/random_uniform/shapeConst*5 _class+ )'loc:@default_policy/conv_value_3/kernel* _output_shapes :* dtype0*% valueB"  ˝ Adefault_policy/conv_value_3/kernel/Initializer/random_uniform/minConst*5 _class+ )'loc:@default_policy/conv_value_3/kernel* _output_shapes :* dtype0* value B *řűVź ˝ Adefault_policy/conv_value_3/kernel/Initializer/random_uniform/maxConst*5 _class+ )'loc:@default_policy/conv_value_3/kernel* _output_shapes :* dtype0* value B *řűV< ° Kdefault_policy/conv_value_3/kernel/Initializer/random_uniform/RandomUniform RandomUniformCdefault_policy/conv_value_3/kernel/Initializer/random_uniform/shape* T0*5 _class+ )'loc:@default_policy/conv_value_3/kernel*' _output_shapes :   €* dtype0* seed* seed2 Ś Adefault_policy/conv_value_3/kernel/Initializer/random_uniform/subSubAdefault_policy/conv_value_3/kernel/Initializer/random_uniform/maxAdefault_policy/conv_value_3/kernel/Initializer/random_uniform/min* T0*5 _class+ )'loc:@default_policy/conv_value_3/kernel* _output_shapes : Á Adefault_policy/conv_value_3/kernel/Initializer/random_uniform/mulMulKdefault_policy/conv_value_3/kernel/Initializer/random_uniform/RandomUniformAdefault_policy/conv_value_3/kernel/Initializer/random_uniform/sub* T0*5 _class+ )'loc:@default_policy/conv_value_3/kernel*' _output_shapes :   € ł =default_policy/conv_value_3/kernel/Initializer/random_uniformAddAdefault_policy/conv_value_3/kernel/Initializer/random_uniform/mulAdefault_policy/conv_value_3/kernel/Initializer/random_uniform/min* T0*5 _class+ )'loc:@default_policy/conv_value_3/kernel*' _output_shapes :   € ń "default_policy/conv_value_3/kernel VarHandleOp*5 _class+ )'loc:@default_policy/conv_value_3/kernel* _output_shapes :* container* dtype0* shape:   €*3 shared_name$"default_policy/conv_value_3/kernel • Cdefault_policy/conv_value_3/kernel/IsInitialized/VarIsInitializedOpVarIsInitializedOp"default_policy/conv_value_3/kernel* _output_shapes : ­ )default_policy/conv_value_3/kernel/AssignAssignVariableOp"default_policy/conv_value_3/kernel=default_policy/conv_value_3/kernel/Initializer/random_uniform* dtype0 ˘ 6default_policy/conv_value_3/kernel/Read/ReadVariableOpReadVariableOp"default_policy/conv_value_3/kernel*' _output_shapes :   €* dtype0 ś 2default_policy/conv_value_3/bias/Initializer/zerosConst*3 _class) '%loc:@default_policy/conv_value_3/bias* _output_shapes :€* dtype0* valueB€* ß default_policy/conv_value_3/bias VarHandleOp*3 _class) '%loc:@default_policy/conv_value_3/bias* _output_shapes :* container* dtype0* shape:€*1 shared_name" default_policy/conv_value_3/bias ‘ Adefault_policy/conv_value_3/bias/IsInitialized/VarIsInitializedOpVarIsInitializedOp default_policy/conv_value_3/bias* _output_shapes : ž 'default_policy/conv_value_3/bias/AssignAssignVariableOp default_policy/conv_value_3/bias2default_policy/conv_value_3/bias/Initializer/zeros* dtype0 ’ 4default_policy/conv_value_3/bias/Read/ReadVariableOpReadVariableOp default_policy/conv_value_3/bias* _output_shapes :€* dtype0 z )default_policy/conv_value_3/dilation_rateConst* _output_shapes :* dtype0* valueB"  1default_policy/conv_value_3/Conv2D/ReadVariableOpReadVariableOp"default_policy/conv_value_3/kernel*' _output_shapes :   €* dtype0 Ä "default_policy/conv_value_3/Conv2DConv2D 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default_policy_1/tower/sub_2Subdefault_policy_1/tower/sub_1default_policy_1/tower/Sum_1* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ‹ default_policy_1/tower/sub_3Subdefault_policy_1/tower/sub_2default_policy/action_logp* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ o default_policy_1/tower/Exp_4Expdefault_policy_1/tower/sub_3* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ™ default_policy_1/tower/sub_4Sub default_policy_1/tower/split_1:1 default_policy_1/tower/split_2:1* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ y default_policy_1/tower/Square_1Squaredefault_policy_1/tower/Exp_3* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ • default_policy_1/tower/sub_5Subdefault_policy_1/tower/split_2default_policy_1/tower/split_1* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ y default_policy_1/tower/Square_2Squaredefault_policy_1/tower/sub_5* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ ™ default_policy_1/tower/add_3AddV2default_policy_1/tower/Square_1default_policy_1/tower/Square_2* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ y 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default_policy_1/tower/add_7AddV2default_policy_1/tower/Neg_1default_policy_1/tower/mul_8* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ c default_policy_1/tower/mul_9/xConst* _output_shapes :* dtype0* value B *€? ‘ default_policy_1/tower/mul_9Muldefault_policy_1/tower/mul_9/xdefault_policy_1/tower/Maximum* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙  default_policy_1/tower/add_8AddV2default_policy_1/tower/add_7default_policy_1/tower/mul_9* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ “ default_policy_1/tower/mul_10Mul!default_policy/entropy_coeff/readdefault_policy_1/tower/Sum_3* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙  default_policy_1/tower/sub_10Subdefault_policy_1/tower/add_8default_policy_1/tower/mul_10* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ h default_policy_1/tower/Const_7Const* _output_shapes :* dtype0* value B : ˘ default_policy_1/tower/Mean_4Meandefault_policy_1/tower/sub_10default_policy_1/tower/Const_7* T0* Tidx0* _output_shapes :* keep_dims(  default_policy_1/tower/CastCastdefault_policy/kl_coeff/read* DstT0* SrcT0* 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9default_policy_1/tower/moments/variance/reduction_indicesConst* _output_shapes :* dtype0* value B : Ţ 'default_policy_1/tower/moments/varianceMean0default_policy_1/tower/moments/SquaredDifference9default_policy_1/tower/moments/variance/reduction_indices* T0* Tidx0* _output_shapes :* keep_dims( Ž &default_policy_1/tower/moments/SqueezeSqueeze#default_policy_1/tower/moments/mean* T0* _output_shapes :* squeeze_dims  ” (default_policy_1/tower/moments/Squeeze_1Squeeze'default_policy_1/tower/moments/variance* T0* _output_shapes :* squeeze_dims  ’ default_policy_1/tower/sub_11Subdefault_policy/value_targets default_policy_1/tower/Reshape_2* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙  7default_policy_1/tower/moments_1/mean/reduction_indicesConst* _output_shapes :* dtype0* value B : Ç %default_policy_1/tower/moments_1/meanMeandefault_policy_1/tower/sub_117default_policy_1/tower/moments_1/mean/reduction_indices* T0* Tidx0* _output_shapes :* keep_dims( ‰ -default_policy_1/tower/moments_1/StopGradient 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default_policy_1/tower/sub_12/xConst* _output_shapes :* dtype0* value B *€? ˆ default_policy_1/tower/sub_12Subdefault_policy_1/tower/sub_12/x default_policy_1/tower/truediv_2* T0* _output_shapes : g "default_policy_1/tower/Maximum_1/xConst* _output_shapes :* dtype0* value B *€ż  default_policy_1/tower/Maximum_1Maximum"default_policy_1/tower/Maximum_1/xdefault_policy_1/tower/sub_12* T0* _output_shapes : ˆ default_policy_1/tower/Cast_2Cast!default_policy/entropy_coeff/read* DstT0* SrcT0* Truncate(* _output_shapes : i &default_policy_1/tower/gradients/ShapeConst* _output_shapes :* dtype0* valueB o *default_policy_1/tower/gradients/grad_ys_0Const* _output_shapes :* dtype0* value B *€? ´ %default_policy_1/tower/gradients/FillFill&default_policy_1/tower/gradients/Shape*default_policy_1/tower/gradients/grad_ys_0* T0* _output_shapes :* index_type0 › Qdefault_policy_1/tower/gradients/default_policy_1/tower/Mean_4_grad/Reshape/shapeConst* _output_shapes :* dtype0* value B : ƒ Kdefault_policy_1/tower/gradients/default_policy_1/tower/Mean_4_grad/ReshapeReshape%default_policy_1/tower/gradients/FillQdefault_policy_1/tower/gradients/default_policy_1/tower/Mean_4_grad/Reshape/shape* T0* Tshape0* _output_shapes : Ś Idefault_policy_1/tower/gradients/default_policy_1/tower/Mean_4_grad/ShapeShapedefault_policy_1/tower/sub_10* T0* _output_shapes :* out_type0 ¨ Hdefault_policy_1/tower/gradients/default_policy_1/tower/Mean_4_grad/TileTileKdefault_policy_1/tower/gradients/default_policy_1/tower/Mean_4_grad/ReshapeIdefault_policy_1/tower/gradients/default_policy_1/tower/Mean_4_grad/Shape* T0* Tmultiples0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¨ Kdefault_policy_1/tower/gradients/default_policy_1/tower/Mean_4_grad/Shape_1Shapedefault_policy_1/tower/sub_10* T0* _output_shapes :* out_type0 Ž Kdefault_policy_1/tower/gradients/default_policy_1/tower/Mean_4_grad/Shape_2Const* _output_shapes :* dtype0* valueB “ 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Idefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/ShapeShapedefault_policy_1/tower/add_8* T0* _output_shapes :* out_type0 ¨ Kdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/Shape_1Shapedefault_policy_1/tower/mul_10* T0* _output_shapes :* out_type0 Ç Ydefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/BroadcastGradientArgsBroadcastGradientArgsIdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/ShapeKdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ś Gdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/SumSumKdefault_policy_1/tower/gradients/default_policy_1/tower/Mean_4_grad/truedivYdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Ś Kdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/ReshapeReshapeGdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/SumIdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ É Gdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/NegNegKdefault_policy_1/tower/gradients/default_policy_1/tower/Mean_4_grad/truediv* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ś Idefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/Sum_1SumGdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/Neg[default_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Ź Mdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/Reshape_1ReshapeIdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/Sum_1Kdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ú Tdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/tuple/group_depsNoOpL^default_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/ReshapeN^default_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/Reshape_1 š \default_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/tuple/control_dependencyIdentityKdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/ReshapeU^default_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/tuple/group_deps* T0*^ _classT RPloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙   ^default_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/tuple/control_dependency_1IdentityMdefault_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/Reshape_1U^default_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/tuple/group_deps* T0*` _classV TRloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¤ Hdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/ShapeShapedefault_policy_1/tower/add_7* T0* _output_shapes :* out_type0 Ś Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/Shape_1Shapedefault_policy_1/tower/mul_9* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ Ĺ Fdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/SumSum\default_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/tuple/control_dependencyXdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Ł Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ É Hdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/Sum_1Sum\default_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/tuple/control_dependencyZdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/Reshape_1 – [default_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ œ ]default_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¨ Idefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/ShapeShape!default_policy/entropy_coeff/read* T0* _output_shapes :* out_type0 § Kdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/Shape_1Shapedefault_policy_1/tower/Sum_3* T0* _output_shapes :* out_type0 Ç Ydefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/BroadcastGradientArgsBroadcastGradientArgsIdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/ShapeKdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ú Gdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/MulMul^default_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/tuple/control_dependency_1default_policy_1/tower/Sum_3* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ˛ Gdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/SumSumGdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/MulYdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( ™ Kdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/ReshapeReshapeGdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/SumIdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/Shape* T0* Tshape0* _output_shapes :  Idefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/Mul_1Mul!default_policy/entropy_coeff/read^default_policy_1/tower/gradients/default_policy_1/tower/sub_10_grad/tuple/control_dependency_1* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¸ Idefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/Sum_1SumIdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/Mul_1[default_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Ź Mdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/Reshape_1ReshapeIdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/Sum_1Kdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ú Tdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/tuple/group_depsNoOpL^default_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/ReshapeN^default_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/Reshape_1  \default_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/tuple/control_dependencyIdentityKdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/ReshapeU^default_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/tuple/group_deps* T0*^ _classT RPloc:@default_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/Reshape* _output_shapes :   ^default_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/tuple/control_dependency_1IdentityMdefault_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/Reshape_1U^default_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/tuple/group_deps* T0*` _classV TRloc:@default_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¤ Hdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/ShapeShapedefault_policy_1/tower/Neg_1* T0* _output_shapes :* out_type0 Ś Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/Shape_1Shapedefault_policy_1/tower/mul_8* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ Ä Fdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/SumSum[default_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/tuple/control_dependencyXdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Ł Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Č Hdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/Sum_1Sum[default_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/tuple/control_dependencyZdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/Reshape_1 – [default_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ œ ]default_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¤ Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/ShapeShapedefault_policy_1/tower/mul_9/x* T0* _output_shapes :* out_type0 ¨ Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/Shape_1Shapedefault_policy_1/tower/Maximum* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ú Fdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/MulMul]default_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/tuple/control_dependency_1default_policy_1/tower/Maximum* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ż Fdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/SumSumFdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/MulXdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( – Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/Shape* T0* Tshape0* _output_shapes : ü Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/Mul_1Muldefault_policy_1/tower/mul_9/x]default_policy_1/tower/gradients/default_policy_1/tower/add_8_grad/tuple/control_dependency_1* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ľ Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/Sum_1SumHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/Mul_1Zdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/Reshape_1 ‰ [default_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/Reshape* _output_shapes : œ ]default_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¤ Hdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/ShapeShapedefault_policy_1/tower/add_5* T0* _output_shapes :* out_type0 ć Gdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/SizeConst*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/Shape* _output_shapes :* dtype0* value B: Ć Fdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/addAddV2.default_policy_1/tower/Sum_3/reduction_indicesGdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/Size* T0*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/Shape* _output_shapes : á Fdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/modFloorModFdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/addGdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/Size* T0*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/Shape* _output_shapes : ę Jdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/Shape_1Const*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/Shape* _output_shapes :* dtype0* valueB í Ndefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/range/startConst*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/Shape* _output_shapes :* dtype0* value B: í Ndefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/range/deltaConst*[ _classQ 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OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/Shape* _output_shapes :* index_type0 ‘ Pdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/DynamicStitch DynamicStitchHdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/rangeFdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/modHdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/ShapeGdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/Fill* N* T0*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/Shape* _output_shapes : Đ Jdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/ReshapeReshape^default_policy_1/tower/gradients/default_policy_1/tower/mul_10_grad/tuple/control_dependency_1Pdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/DynamicStitch* T0* Tshape0*0 _output_shapes : ˙˙˙˙˙˙˙˙˙ ˙˙˙˙˙˙˙˙˙ ą Ndefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/BroadcastTo BroadcastToJdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/Shape* T0* Tidx0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ Ř Fdefault_policy_1/tower/gradients/default_policy_1/tower/Neg_1_grad/NegNeg[default_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/tuple/control_dependency* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ˘ Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/ShapeShapedefault_policy/kl_coeff/read* T0* _output_shapes :* out_type0 Ś Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/Shape_1Shapedefault_policy_1/tower/Sum_2* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ř Fdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/MulMul]default_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/tuple/control_dependency_1default_policy_1/tower/Sum_2* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ż Fdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/SumSumFdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/MulXdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( – Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/Shape* T0* Tshape0* _output_shapes : ú Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/Mul_1Muldefault_policy/kl_coeff/read]default_policy_1/tower/gradients/default_policy_1/tower/add_7_grad/tuple/control_dependency_1* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ľ Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/Sum_1SumHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/Mul_1Zdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/Reshape_1 ‰ [default_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/Reshape* _output_shapes : œ ]default_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Š Jdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/ShapeShapedefault_policy_1/tower/Square_4* T0* _output_shapes :* out_type0 Ť Ldefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/Shape_1Shapedefault_policy_1/tower/Square_5* T0* _output_shapes :* out_type0 é Ldefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/Shape_2Shape]default_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/tuple/control_dependency_1* T0* _output_shapes :* out_type0 • Pdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/zeros/ConstConst* _output_shapes :* dtype0* value B * ˛ Jdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/zerosFillLdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/Shape_2Pdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/zeros/Const* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* index_type0 Ń Qdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/GreaterEqual GreaterEqualdefault_policy_1/tower/Square_4default_policy_1/tower/Square_5* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ę Zdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/BroadcastGradientArgsBroadcastGradientArgsJdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/ShapeLdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ … Mdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/SelectV2SelectV2Qdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/GreaterEqual]default_policy_1/tower/gradients/default_policy_1/tower/mul_9_grad/tuple/control_dependency_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/zeros* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ş Hdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/SumSumMdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/SelectV2Zdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/ReshapeReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/SumJdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ‡ 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Udefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/tuple/group_depsNoOpM^default_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/ReshapeO^default_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/Reshape_1 ž ]default_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/tuple/control_dependencyIdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/ReshapeV^default_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¤ _default_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/tuple/control_dependency_1IdentityNdefault_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/Reshape_1V^default_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/tuple/group_deps* T0*a _classW USloc:@default_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¨ Hdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/ShapeShape default_policy_1/tower/split_1:1* T0* _output_shapes :* out_type0 Ś Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/Shape_1Shapedefault_policy_1/tower/add_5/y* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ˇ Fdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/SumSumNdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/BroadcastToXdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( § Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/Shape* T0* Tshape0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ ť Hdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/Sum_1SumNdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_3_grad/BroadcastToZdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( œ Ldefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/Shape_1* T0* Tshape0* _output_shapes : ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/Reshape_1 š [default_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/Reshape*' _output_shapes : ˙˙˙˙˙˙˙˙˙  ]default_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/add_5_grad/Reshape_1* _output_shapes : Ś Jdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/ShapeShapedefault_policy_1/tower/mul_6* T0* _output_shapes :* out_type0 ¨ Ldefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/Shape_1Shapedefault_policy_1/tower/mul_7* T0* _output_shapes :* out_type0 Ň Ldefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/Shape_2ShapeFdefault_policy_1/tower/gradients/default_policy_1/tower/Neg_1_grad/Neg* T0* _output_shapes :* out_type0 • Pdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/zeros/ConstConst* _output_shapes :* dtype0* value B * ˛ Jdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/zerosFillLdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/Shape_2Pdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/zeros/Const* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* index_type0 Ĺ Ndefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/LessEqual LessEqualdefault_policy_1/tower/mul_6default_policy_1/tower/mul_7* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ę Zdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/BroadcastGradientArgsBroadcastGradientArgsJdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/ShapeLdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ë Mdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/SelectV2SelectV2Ndefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/LessEqualFdefault_policy_1/tower/gradients/default_policy_1/tower/Neg_1_grad/NegJdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/zeros* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ş Hdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/SumSumMdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/SelectV2Zdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/ReshapeReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/SumJdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ í Odefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/SelectV2_1SelectV2Ndefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/LessEqualJdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/zerosFdefault_policy_1/tower/gradients/default_policy_1/tower/Neg_1_grad/Neg* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ŕ Jdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/Sum_1SumOdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/SelectV2_1\default_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Ż Ndefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/Reshape_1ReshapeJdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/Sum_1Ldefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ý Udefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/tuple/group_depsNoOpM^default_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/ReshapeO^default_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/Reshape_1 ž ]default_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/tuple/control_dependencyIdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/ReshapeV^default_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¤ _default_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/tuple/control_dependency_1IdentityNdefault_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/Reshape_1V^default_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/tuple/group_deps* T0*a _classW USloc:@default_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¤ Hdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/ShapeShapedefault_policy_1/tower/sub_6* T0* _output_shapes :* out_type0 ć Gdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/SizeConst*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Shape* _output_shapes :* dtype0* value B: Ć Fdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/addAddV2.default_policy_1/tower/Sum_2/reduction_indicesGdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Size* T0*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Shape* _output_shapes : á Fdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/modFloorModFdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/addGdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Size* T0*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Shape* _output_shapes : ę Jdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Shape_1Const*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Shape* _output_shapes :* dtype0* valueB í Ndefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/range/startConst*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Shape* _output_shapes :* dtype0* value B: í Ndefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/range/deltaConst*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Shape* _output_shapes :* dtype0* value B: ż Hdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/rangeRangeNdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/range/startGdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/SizeNdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/range/delta* Tidx0*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Shape* _output_shapes : ě Mdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Fill/valueConst*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Shape* _output_shapes :* dtype0* value B: ú Gdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/FillFillJdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Shape_1Mdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Fill/value* T0*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Shape* _output_shapes :* index_type0 ‘ Pdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/DynamicStitch DynamicStitchHdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/rangeFdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/modHdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/ShapeGdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Fill* N* T0*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Shape* _output_shapes : Ď Jdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/ReshapeReshape]default_policy_1/tower/gradients/default_policy_1/tower/mul_8_grad/tuple/control_dependency_1Pdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/DynamicStitch* T0* Tshape0*0 _output_shapes : ˙˙˙˙˙˙˙˙˙ ˙˙˙˙˙˙˙˙˙ ą Ndefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/BroadcastTo BroadcastToJdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/Shape* T0* Tidx0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ đ Kdefault_policy_1/tower/gradients/default_policy_1/tower/Square_4_grad/ConstConst^^default_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/tuple/control_dependency* _output_shapes :* dtype0* value B *@ é Idefault_policy_1/tower/gradients/default_policy_1/tower/Square_4_grad/MulMuldefault_policy_1/tower/sub_7Kdefault_policy_1/tower/gradients/default_policy_1/tower/Square_4_grad/Const* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ş Kdefault_policy_1/tower/gradients/default_policy_1/tower/Square_4_grad/Mul_1Mul]default_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/tuple/control_dependencyIdefault_policy_1/tower/gradients/default_policy_1/tower/Square_4_grad/Mul* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ň Kdefault_policy_1/tower/gradients/default_policy_1/tower/Square_5_grad/ConstConst`^default_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/tuple/control_dependency_1* _output_shapes :* dtype0* value B *@ é Idefault_policy_1/tower/gradients/default_policy_1/tower/Square_5_grad/MulMuldefault_policy_1/tower/sub_9Kdefault_policy_1/tower/gradients/default_policy_1/tower/Square_5_grad/Const* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ź Kdefault_policy_1/tower/gradients/default_policy_1/tower/Square_5_grad/Mul_1Mul_default_policy_1/tower/gradients/default_policy_1/tower/Maximum_grad/tuple/control_dependency_1Idefault_policy_1/tower/gradients/default_policy_1/tower/Square_5_grad/Mul* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ą Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/ShapeShapedefault_policy/advantages* T0* _output_shapes :* out_type0 Ś Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/Shape_1Shapedefault_policy_1/tower/Exp_4* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ř Fdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/MulMul]default_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/tuple/control_dependencydefault_policy_1/tower/Exp_4* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ż Fdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/SumSumFdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/MulXdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Ł Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/Mul_1Muldefault_policy/advantages]default_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/tuple/control_dependency* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ľ Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/Sum_1SumHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/Mul_1Zdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/Reshape_1 – [default_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ œ ]default_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/mul_6_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ą Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/ShapeShapedefault_policy/advantages* T0* _output_shapes :* out_type0 Ž Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/Shape_1Shape$default_policy_1/tower/clip_by_value* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ‚ Fdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/MulMul_default_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/tuple/control_dependency_1$default_policy_1/tower/clip_by_value* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ż Fdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/SumSumFdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/MulXdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Ł Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ů Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/Mul_1Muldefault_policy/advantages_default_policy_1/tower/gradients/default_policy_1/tower/Minimum_grad/tuple/control_dependency_1* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ľ Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/Sum_1SumHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/Mul_1Zdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/Reshape_1 – [default_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ œ ]default_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¤ Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/ShapeShapedefault_policy_1/tower/add_4* T0* _output_shapes :* out_type0 Ś Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/Shape_1Shapedefault_policy_1/tower/sub_6/y* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ˇ Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/SumSumNdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/BroadcastToXdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( § Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/Shape* T0* Tshape0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ Ď Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/NegNegNdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_2_grad/BroadcastTo* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ ł Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/Sum_1SumFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/NegZdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( œ Ldefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/Shape_1* T0* Tshape0* _output_shapes : ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/Reshape_1 š [default_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/Reshape*' _output_shapes : ˙˙˙˙˙˙˙˙˙  ]default_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/Reshape_1* _output_shapes : ¨ Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/ShapeShape default_policy_1/tower/Reshape_1* T0* _output_shapes :* out_type0 Ś Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/Shape_1Shapedefault_policy/value_targets* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ´ Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/SumSumKdefault_policy_1/tower/gradients/default_policy_1/tower/Square_4_grad/Mul_1Xdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Ł Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Č Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/NegNegKdefault_policy_1/tower/gradients/default_policy_1/tower/Square_4_grad/Mul_1* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ł Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/Sum_1SumFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/NegZdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/Reshape_1 – [default_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ œ ]default_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¤ Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/ShapeShapedefault_policy_1/tower/add_6* T0* _output_shapes :* out_type0 Ś Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/Shape_1Shapedefault_policy/value_targets* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ´ Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/SumSumKdefault_policy_1/tower/gradients/default_policy_1/tower/Square_5_grad/Mul_1Xdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Ł Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Č Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/NegNegKdefault_policy_1/tower/gradients/default_policy_1/tower/Square_5_grad/Mul_1* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ł Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/Sum_1SumFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/NegZdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/Reshape_1 – [default_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ œ ]default_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ź Pdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/ShapeShape,default_policy_1/tower/clip_by_value/Minimum* T0* _output_shapes :* out_type0 • Rdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Shape_1Const* _output_shapes :* dtype0* valueB ď Rdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Shape_2Shape]default_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/tuple/control_dependency_1* T0* _output_shapes :* out_type0 › Vdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/zeros/ConstConst* _output_shapes :* dtype0* value B * Ä Pdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/zerosFillRdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Shape_2Vdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/zeros/Const* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* index_type0 ë Wdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/GreaterEqual GreaterEqual,default_policy_1/tower/clip_by_value/Minimum&default_policy_1/tower/clip_by_value/y* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ü `default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/BroadcastGradientArgsBroadcastGradientArgsPdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/ShapeRdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ — Sdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/SelectV2SelectV2Wdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/GreaterEqual]default_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/tuple/control_dependency_1Pdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/zeros* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ě Ndefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/SumSumSdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/SelectV2`default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( ť Rdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/ReshapeReshapeNdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/SumPdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ™ Udefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/SelectV2_1SelectV2Wdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/GreaterEqualPdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/zeros]default_policy_1/tower/gradients/default_policy_1/tower/mul_7_grad/tuple/control_dependency_1* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ň Pdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Sum_1SumUdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/SelectV2_1bdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( ´ Tdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Reshape_1ReshapePdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Sum_1Rdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Shape_1* T0* Tshape0* _output_shapes :  [default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/tuple/group_depsNoOpS^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/ReshapeU^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Reshape_1 ś cdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/tuple/control_dependencyIdentityRdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Reshape\^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/tuple/group_deps* T0*e _class[ YWloc:@default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ż edefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/tuple/control_dependency_1IdentityTdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Reshape_1\^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/tuple/group_deps* T0*g _class] [Yloc:@default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/Reshape_1* _output_shapes : ¤ Hdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/ShapeShapedefault_policy_1/tower/sub_4* T0* _output_shapes :* out_type0 Ş Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/Shape_1Shape default_policy_1/tower/truediv_1* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ Ä Fdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/SumSum[default_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/tuple/control_dependencyXdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( § Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/Shape* T0* Tshape0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ Č Hdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/Sum_1Sum[default_policy_1/tower/gradients/default_policy_1/tower/sub_6_grad/tuple/control_dependencyZdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( ­ Ldefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/Shape_1* T0* Tshape0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/Reshape_1 š [default_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/Reshape*' _output_shapes : ˙˙˙˙˙˙˙˙˙   ]default_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/add_4_grad/Reshape_1*' _output_shapes : ˙˙˙˙˙˙˙˙˙ Ÿ Hdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/ShapeShapedefault_policy/vf_preds* T0* _output_shapes :* out_type0 ° Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/Shape_1Shape&default_policy_1/tower/clip_by_value_1* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ Ä Fdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/SumSum[default_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/tuple/control_dependencyXdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Ł Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Č Hdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/Sum_1Sum[default_policy_1/tower/gradients/default_policy_1/tower/sub_9_grad/tuple/control_dependencyZdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/Reshape_1 – [default_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ œ ]default_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/add_6_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ´ Xdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value/Minimum_grad/ShapeShapedefault_policy_1/tower/Exp_4* T0* _output_shapes :* out_type0  Zdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value/Minimum_grad/Shape_1Const* _output_shapes :* dtype0* valueB ý Zdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value/Minimum_grad/Shape_2Shapecdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_grad/tuple/control_dependency* T0* _output_shapes :* out_type0 Ł ^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value/Minimum_grad/zeros/ConstConst* _output_shapes :* dtype0* value B * Ü Xdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value/Minimum_grad/zerosFillZdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value/Minimum_grad/Shape_2^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value/Minimum_grad/zeros/Const* T0*# _output_shapes :  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Fdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/SumSumFdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/MulXdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( – Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/Shape* T0* Tshape0* _output_shapes : „ Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/Mul_1Muldefault_policy_1/tower/mul_5/xadefault_policy_1/tower/gradients/default_policy_1/tower/truediv_1_grad/tuple/control_dependency_1* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ ľ Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/Sum_1SumHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/Mul_1Zdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( ­ Ldefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/Shape_1* T0* Tshape0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/Reshape_1 ‰ [default_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/Reshape* _output_shapes :   ]default_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/Reshape_1*' _output_shapes : ˙˙˙˙˙˙˙˙˙ ś Zdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/ShapeShapedefault_policy_1/tower/sub_8* T0* _output_shapes :* out_type0 Ÿ \default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Shape_1Const* _output_shapes :* dtype0* valueB  \default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Shape_2Shapeedefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1_grad/tuple/control_dependency* T0* _output_shapes :* out_type0 Ľ `default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/zeros/ConstConst* _output_shapes :* dtype0* value B * â Zdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/zerosFill\default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Shape_2`default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/zeros/Const* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* index_type0 é ^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/LessEqual LessEqualdefault_policy_1/tower/sub_80default_policy_1/tower/clip_by_value_1/Minimum/y* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ú jdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/BroadcastGradientArgsBroadcastGradientArgsZdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Shape\default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ş ]default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/SelectV2SelectV2^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/LessEqualedefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1_grad/tuple/control_dependencyZdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/zeros* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ę Xdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/SumSum]default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/SelectV2jdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Ů \default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/ReshapeReshapeXdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/SumZdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ź _default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/SelectV2_1SelectV2^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/LessEqualZdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/zerosedefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1_grad/tuple/control_dependency* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ đ Zdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Sum_1Sum_default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/SelectV2_1ldefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Ň ^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Reshape_1ReshapeZdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Sum_1\default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Shape_1* T0* Tshape0* _output_shapes : ­ edefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/tuple/group_depsNoOp]^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Reshape_^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Reshape_1 Ţ mdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/tuple/control_dependencyIdentity\default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Reshapef^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/tuple/group_deps* T0*o _classe caloc:@default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ × odefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/tuple/control_dependency_1Identity^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Reshape_1f^default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/tuple/group_deps* T0*q _classg ecloc:@default_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/Reshape_1* _output_shapes : ¤ Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/ShapeShapedefault_policy_1/tower/sub_2* T0* _output_shapes :* out_type0 ¤ Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/Shape_1Shapedefault_policy/action_logp* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ Ż Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/SumSumFdefault_policy_1/tower/gradients/default_policy_1/tower/Exp_4_grad/mulXdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Ł Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ă Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/NegNegFdefault_policy_1/tower/gradients/default_policy_1/tower/Exp_4_grad/mul* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ł Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/Sum_1SumFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/NegZdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/Reshape_1 – [default_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ œ ]default_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ đ Kdefault_policy_1/tower/gradients/default_policy_1/tower/Square_2_grad/ConstConst^^default_policy_1/tower/gradients/default_policy_1/tower/add_3_grad/tuple/control_dependency_1* _output_shapes :* dtype0* value B *@ í Idefault_policy_1/tower/gradients/default_policy_1/tower/Square_2_grad/MulMuldefault_policy_1/tower/sub_5Kdefault_policy_1/tower/gradients/default_policy_1/tower/Square_2_grad/Const* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ Ž Kdefault_policy_1/tower/gradients/default_policy_1/tower/Square_2_grad/Mul_1Mul]default_policy_1/tower/gradients/default_policy_1/tower/add_3_grad/tuple/control_dependency_1Idefault_policy_1/tower/gradients/default_policy_1/tower/Square_2_grad/Mul* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ đ Kdefault_policy_1/tower/gradients/default_policy_1/tower/Square_3_grad/ConstConst^^default_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/tuple/control_dependency_1* _output_shapes :* dtype0* value B *@ í Idefault_policy_1/tower/gradients/default_policy_1/tower/Square_3_grad/MulMuldefault_policy_1/tower/Exp_2Kdefault_policy_1/tower/gradients/default_policy_1/tower/Square_3_grad/Const* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ Ž Kdefault_policy_1/tower/gradients/default_policy_1/tower/Square_3_grad/Mul_1Mul]default_policy_1/tower/gradients/default_policy_1/tower/mul_5_grad/tuple/control_dependency_1Idefault_policy_1/tower/gradients/default_policy_1/tower/Square_3_grad/Mul* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ ¨ Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/ShapeShape default_policy_1/tower/Reshape_1* T0* _output_shapes :* out_type0 Ą Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/Shape_1Shapedefault_policy/vf_preds* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ Ö Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/SumSummdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/tuple/control_dependencyXdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Ł Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ę Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/NegNegmdefault_policy_1/tower/gradients/default_policy_1/tower/clip_by_value_1/Minimum_grad/tuple/control_dependency* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ł Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/Sum_1SumFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/NegZdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/Reshape_1 – [default_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ œ ]default_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ¤ Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/ShapeShapedefault_policy_1/tower/sub_1* T0* _output_shapes :* out_type0 Ś Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/Shape_1Shapedefault_policy_1/tower/Sum_1* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ Ä Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/SumSum[default_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/tuple/control_dependencyXdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Ł Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ř Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/NegNeg[default_policy_1/tower/gradients/default_policy_1/tower/sub_3_grad/tuple/control_dependency* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ł Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/Sum_1SumFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/NegZdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/Reshape_1 – [default_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ œ ]default_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ś Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/ShapeShapedefault_policy_1/tower/split_2* T0* _output_shapes :* out_type0 ¨ Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/Shape_1Shapedefault_policy_1/tower/split_1* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ´ Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/SumSumKdefault_policy_1/tower/gradients/default_policy_1/tower/Square_2_grad/Mul_1Xdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( § Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/Shape* T0* Tshape0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ Ě Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/NegNegKdefault_policy_1/tower/gradients/default_policy_1/tower/Square_2_grad/Mul_1* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ ł Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/Sum_1SumFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/NegZdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( ­ Ldefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/Shape_1* T0* Tshape0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/Reshape_1 š [default_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/Reshape*' _output_shapes : ˙˙˙˙˙˙˙˙˙   ]default_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/tuple/group_deps* T0*_ _classU SQloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_5_grad/Reshape_1*' _output_shapes : ˙˙˙˙˙˙˙˙˙ ˙ 'default_policy_1/tower/gradients/AddN_1AddN[default_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/tuple/control_dependency[default_policy_1/tower/gradients/default_policy_1/tower/sub_8_grad/tuple/control_dependency* N* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_7_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ š Ldefault_policy_1/tower/gradients/default_policy_1/tower/Reshape_1_grad/ShapeShape-default_policy_1/tower/model_1/lambda/Squeeze* T0* _output_shapes :* out_type0  Ndefault_policy_1/tower/gradients/default_policy_1/tower/Reshape_1_grad/ReshapeReshape'default_policy_1/tower/gradients/AddN_1Ldefault_policy_1/tower/gradients/default_policy_1/tower/Reshape_1_grad/Shape* T0* Tshape0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ ¤ Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/ShapeShapedefault_policy_1/tower/mul_3* T0* _output_shapes :* out_type0 ¤ Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/Shape_1Shapedefault_policy_1/tower/mul_4* T0* _output_shapes :* out_type0 Ä Xdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ Ä Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/SumSum[default_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/tuple/control_dependencyXdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( Ł Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/Shape* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ř Fdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/NegNeg[default_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/tuple/control_dependency* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ł Hdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/Sum_1SumFdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/NegZdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( œ Ldefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/Shape_1* T0* Tshape0* _output_shapes : ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/Reshape_1 – [default_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙  ]default_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/tuple/control_dependency_1IdentityLdefault_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/Reshape_1T^default_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/tuple/group_deps* T0*_ _classU 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Pdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_1_grad/DynamicStitch DynamicStitchHdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_1_grad/rangeFdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_1_grad/modHdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_1_grad/ShapeGdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_1_grad/Fill* N* T0*[ _classQ OMloc:@default_policy_1/tower/gradients/default_policy_1/tower/Sum_1_grad/Shape* _output_shapes : Ď Jdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_1_grad/ReshapeReshape]default_policy_1/tower/gradients/default_policy_1/tower/sub_2_grad/tuple/control_dependency_1Pdefault_policy_1/tower/gradients/default_policy_1/tower/Sum_1_grad/DynamicStitch* T0* Tshape0*0 _output_shapes : ˙˙˙˙˙˙˙˙˙ ˙˙˙˙˙˙˙˙˙ ą Ndefault_policy_1/tower/gradients/default_policy_1/tower/Sum_1_grad/BroadcastTo 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Xdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/BroadcastGradientArgsBroadcastGradientArgsHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/ShapeJdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/Shape_1* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ô Fdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/MulMul[default_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/tuple/control_dependencydefault_policy_1/tower/Sum* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ż Fdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/SumSumFdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/MulXdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/BroadcastGradientArgs* T0* Tidx0* _output_shapes :* keep_dims( – Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/ReshapeReshapeFdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/SumHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/Shape* T0* Tshape0* _output_shapes : ú Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/Mul_1Muldefault_policy_1/tower/mul_3/x[default_policy_1/tower/gradients/default_policy_1/tower/sub_1_grad/tuple/control_dependency* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ľ Hdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/Sum_1SumHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/Mul_1Zdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/BroadcastGradientArgs:1* T0* Tidx0* _output_shapes :* keep_dims( Š Ldefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/Reshape_1ReshapeHdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/Sum_1Jdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/Shape_1* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ÷ Sdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/tuple/group_depsNoOpK^default_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/ReshapeM^default_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/Reshape_1 ‰ [default_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/tuple/control_dependencyIdentityJdefault_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/ReshapeT^default_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/tuple/group_deps* T0*] _classS QOloc:@default_policy_1/tower/gradients/default_policy_1/tower/mul_3_grad/Reshape* _output_shapes : œ 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a default_policy_1/batch_index Placeholder* _output_shapes :* dtype0* shape: k &default_policy_1/per_device_batch_size Placeholder* _output_shapes :* dtype0* shape: a default_policy_1/max_seq_len Placeholder* _output_shapes :* dtype0* shape: g default_policy_1/ConstConst" /device:CPU:0* _output_shapes :* dtype0* value B: q default_policy_1/split/split_dimConst" /device:CPU:0* _output_shapes :* dtype0* value B: Ż default_policy_1/splitSplit default_policy_1/split/split_dimdefault_policy/prev_action" /device:CPU:0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙* num_split i default_policy_1/Const_1Const" /device:CPU:0* _output_shapes :* dtype0* value B: s "default_policy_1/split_1/split_dimConst" /device:CPU:0* _output_shapes :* dtype0* value B: Ż default_policy_1/split_1Split"default_policy_1/split_1/split_dimdefault_policy/prev_reward" /device:CPU:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* num_split i default_policy_1/Const_2Const" /device:CPU:0* _output_shapes :* dtype0* value B: s "default_policy_1/split_2/split_dimConst" /device:CPU:0* _output_shapes :* dtype0* value B: ť default_policy_1/split_2Split"default_policy_1/split_2/split_dimdefault_policy/observation" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙TT* num_split i default_policy_1/Const_3Const" /device:CPU:0* _output_shapes :* dtype0* value B: s "default_policy_1/split_3/split_dimConst" /device:CPU:0* _output_shapes :* dtype0* value B: Ż default_policy_1/split_3Split"default_policy_1/split_3/split_dimdefault_policy/action_logp" /device:CPU:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* num_split i default_policy_1/Const_4Const" /device:CPU:0* _output_shapes :* dtype0* value B: s "default_policy_1/split_4/split_dimConst" /device:CPU:0* _output_shapes :* dtype0* value B: Ż default_policy_1/split_4Split"default_policy_1/split_4/split_dimdefault_policy/actions" /device:CPU:0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙* num_split i default_policy_1/Const_5Const" /device:CPU:0* _output_shapes :* dtype0* value B: s "default_policy_1/split_5/split_dimConst" /device:CPU:0* _output_shapes :* dtype0* value B: Ž default_policy_1/split_5Split"default_policy_1/split_5/split_dimdefault_policy/advantages" /device:CPU:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* num_split i default_policy_1/Const_6Const" /device:CPU:0* _output_shapes :* dtype0* value B: s "default_policy_1/split_6/split_dimConst" /device:CPU:0* _output_shapes :* dtype0* value B: ¸ default_policy_1/split_6Split"default_policy_1/split_6/split_dimdefault_policy/behaviour_logits" /device:CPU:0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙* num_split i default_policy_1/Const_7Const" /device:CPU:0* _output_shapes :* dtype0* value B: s "default_policy_1/split_7/split_dimConst" /device:CPU:0* _output_shapes :* dtype0* value B: ť default_policy_1/split_7Split"default_policy_1/split_7/split_dimdefault_policy/observation" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙TT* num_split i default_policy_1/Const_8Const" /device:CPU:0* _output_shapes :* dtype0* value B: s "default_policy_1/split_8/split_dimConst" /device:CPU:0* _output_shapes :* dtype0* value B: ł default_policy_1/split_8Split"default_policy_1/split_8/split_dimdefault_policy/prev_action" /device:CPU:0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙* num_split i default_policy_1/Const_9Const" /device:CPU:0* _output_shapes :* dtype0* value B: s "default_policy_1/split_9/split_dimConst" /device:CPU:0* _output_shapes :* dtype0* value B: Ż default_policy_1/split_9Split"default_policy_1/split_9/split_dimdefault_policy/prev_reward" /device:CPU:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* num_split j default_policy_1/Const_10Const" /device:CPU:0* _output_shapes :* dtype0* value B: t #default_policy_1/split_10/split_dimConst" /device:CPU:0* _output_shapes :* dtype0* value B: ł default_policy_1/split_10Split#default_policy_1/split_10/split_dimdefault_policy/value_targets" /device:CPU:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* num_split j default_policy_1/Const_11Const" /device:CPU:0* _output_shapes :* dtype0* value B: t #default_policy_1/split_11/split_dimConst" /device:CPU:0* _output_shapes :* dtype0* value B: Ž default_policy_1/split_11Split#default_policy_1/split_11/split_dimdefault_policy/vf_preds" /device:CPU:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* num_split ˜ !default_policy_1/tower_1/Variable VariableV2" /device:CPU:0* _output_shapes :* container* dtype0* shape:* shared_name  (default_policy_1/tower_1/Variable/AssignAssign!default_policy_1/tower_1/Variabledefault_policy_1/split" /device:CPU:0* T0*4 _class* (&loc:@default_policy_1/tower_1/Variable*' _output_shapes : ˙˙˙˙˙˙˙˙˙* use_locking(* validate_shape( ˝ &default_policy_1/tower_1/Variable/readIdentity!default_policy_1/tower_1/Variable" /device:CPU:0* T0*4 _class* (&loc:@default_policy_1/tower_1/Variable* _output_shapes : › !default_policy_1/tower_1/floordivFloorDivdefault_policy_1/batch_indexdefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : – default_policy_1/tower_1/mulMul!default_policy_1/tower_1/floordivdefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : § #default_policy_1/tower_1/floordiv_1FloorDiv&default_policy_1/per_device_batch_sizedefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : š default_policy_1/tower_1/mul_1Mul#default_policy_1/tower_1/floordiv_1default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : w &default_policy_1/tower_1/Slice/begin/1Const" /device:CPU:0* _output_shapes :* dtype0* value B: ť $default_policy_1/tower_1/Slice/beginPackdefault_policy_1/tower_1/mul&default_policy_1/tower_1/Slice/begin/1" /device:CPU:0* N* T0* _output_shapes :* axis  %default_policy_1/tower_1/Slice/size/1Const" /device:CPU:0* _output_shapes :* dtype0* valueB: ˙˙˙˙˙˙˙˙˙ ť #default_policy_1/tower_1/Slice/sizePackdefault_policy_1/tower_1/mul_1%default_policy_1/tower_1/Slice/size/1" /device:CPU:0* N* T0* _output_shapes :* axis č default_policy_1/tower_1/SliceSlice&default_policy_1/tower_1/Variable/read$default_policy_1/tower_1/Slice/begin#default_policy_1/tower_1/Slice/size" /device:CPU:0* Index0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ š #default_policy_1/tower_1/Variable_1 VariableV2" /device:CPU:0* _output_shapes :* container* dtype0* shape:* shared_name ‘ *default_policy_1/tower_1/Variable_1/AssignAssign#default_policy_1/tower_1/Variable_1default_policy_1/split_1" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* use_locking(* validate_shape( Ă (default_policy_1/tower_1/Variable_1/readIdentity#default_policy_1/tower_1/Variable_1" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_1* _output_shapes :  #default_policy_1/tower_1/floordiv_2FloorDivdefault_policy_1/batch_indexdefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : š default_policy_1/tower_1/mul_2Mul#default_policy_1/tower_1/floordiv_2default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : § #default_policy_1/tower_1/floordiv_3FloorDiv&default_policy_1/per_device_batch_sizedefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : š default_policy_1/tower_1/mul_3Mul#default_policy_1/tower_1/floordiv_3default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : • &default_policy_1/tower_1/Slice_1/beginPackdefault_policy_1/tower_1/mul_2" /device:CPU:0* N* T0* _output_shapes :* axis ” %default_policy_1/tower_1/Slice_1/sizePackdefault_policy_1/tower_1/mul_3" /device:CPU:0* N* T0* _output_shapes :* axis ě default_policy_1/tower_1/Slice_1Slice(default_policy_1/tower_1/Variable_1/read&default_policy_1/tower_1/Slice_1/begin%default_policy_1/tower_1/Slice_1/size" /device:CPU:0* Index0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ š #default_policy_1/tower_1/Variable_2 VariableV2" /device:CPU:0* _output_shapes :* container* dtype0* shape:* shared_name  *default_policy_1/tower_1/Variable_2/AssignAssign#default_policy_1/tower_1/Variable_2default_policy_1/split_2" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_2*/ _output_shapes : ˙˙˙˙˙˙˙˙˙TT* use_locking(* validate_shape( Ă (default_policy_1/tower_1/Variable_2/readIdentity#default_policy_1/tower_1/Variable_2" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_2* _output_shapes :  #default_policy_1/tower_1/floordiv_4FloorDivdefault_policy_1/batch_indexdefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : š default_policy_1/tower_1/mul_4Mul#default_policy_1/tower_1/floordiv_4default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : § #default_policy_1/tower_1/floordiv_5FloorDiv&default_policy_1/per_device_batch_sizedefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : š default_policy_1/tower_1/mul_5Mul#default_policy_1/tower_1/floordiv_5default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : y (default_policy_1/tower_1/Slice_2/begin/1Const" /device:CPU:0* _output_shapes :* dtype0* value B: y (default_policy_1/tower_1/Slice_2/begin/2Const" /device:CPU:0* _output_shapes :* dtype0* value B: y (default_policy_1/tower_1/Slice_2/begin/3Const" /device:CPU:0* _output_shapes :* dtype0* value B: • &default_policy_1/tower_1/Slice_2/beginPackdefault_policy_1/tower_1/mul_4(default_policy_1/tower_1/Slice_2/begin/1(default_policy_1/tower_1/Slice_2/begin/2(default_policy_1/tower_1/Slice_2/begin/3" /device:CPU:0* N* T0* _output_shapes :* axis  'default_policy_1/tower_1/Slice_2/size/1Const" /device:CPU:0* _output_shapes :* dtype0* valueB: ˙˙˙˙˙˙˙˙˙  'default_policy_1/tower_1/Slice_2/size/2Const" /device:CPU:0* _output_shapes :* dtype0* valueB: ˙˙˙˙˙˙˙˙˙  'default_policy_1/tower_1/Slice_2/size/3Const" /device:CPU:0* _output_shapes :* dtype0* valueB: ˙˙˙˙˙˙˙˙˙ ‘ %default_policy_1/tower_1/Slice_2/sizePackdefault_policy_1/tower_1/mul_5'default_policy_1/tower_1/Slice_2/size/1'default_policy_1/tower_1/Slice_2/size/2'default_policy_1/tower_1/Slice_2/size/3" /device:CPU:0* N* T0* _output_shapes :* axis ř default_policy_1/tower_1/Slice_2Slice(default_policy_1/tower_1/Variable_2/read&default_policy_1/tower_1/Slice_2/begin%default_policy_1/tower_1/Slice_2/size" /device:CPU:0* Index0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙TT š #default_policy_1/tower_1/Variable_3 VariableV2" /device:CPU:0* _output_shapes :* container* dtype0* shape:* shared_name ‘ *default_policy_1/tower_1/Variable_3/AssignAssign#default_policy_1/tower_1/Variable_3default_policy_1/split_3" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_3*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* use_locking(* validate_shape( Ă (default_policy_1/tower_1/Variable_3/readIdentity#default_policy_1/tower_1/Variable_3" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_3* _output_shapes :  #default_policy_1/tower_1/floordiv_6FloorDivdefault_policy_1/batch_indexdefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : š default_policy_1/tower_1/mul_6Mul#default_policy_1/tower_1/floordiv_6default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : § #default_policy_1/tower_1/floordiv_7FloorDiv&default_policy_1/per_device_batch_sizedefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : š default_policy_1/tower_1/mul_7Mul#default_policy_1/tower_1/floordiv_7default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : • &default_policy_1/tower_1/Slice_3/beginPackdefault_policy_1/tower_1/mul_6" /device:CPU:0* N* T0* _output_shapes :* axis ” %default_policy_1/tower_1/Slice_3/sizePackdefault_policy_1/tower_1/mul_7" /device:CPU:0* N* T0* _output_shapes :* axis ě default_policy_1/tower_1/Slice_3Slice(default_policy_1/tower_1/Variable_3/read&default_policy_1/tower_1/Slice_3/begin%default_policy_1/tower_1/Slice_3/size" /device:CPU:0* Index0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ š #default_policy_1/tower_1/Variable_4 VariableV2" /device:CPU:0* _output_shapes :* container* dtype0* shape:* shared_name • *default_policy_1/tower_1/Variable_4/AssignAssign#default_policy_1/tower_1/Variable_4default_policy_1/split_4" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_4*' _output_shapes : ˙˙˙˙˙˙˙˙˙* use_locking(* validate_shape( Ă (default_policy_1/tower_1/Variable_4/readIdentity#default_policy_1/tower_1/Variable_4" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_4* _output_shapes :  #default_policy_1/tower_1/floordiv_8FloorDivdefault_policy_1/batch_indexdefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : š default_policy_1/tower_1/mul_8Mul#default_policy_1/tower_1/floordiv_8default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : § #default_policy_1/tower_1/floordiv_9FloorDiv&default_policy_1/per_device_batch_sizedefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : š default_policy_1/tower_1/mul_9Mul#default_policy_1/tower_1/floordiv_9default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : y (default_policy_1/tower_1/Slice_4/begin/1Const" /device:CPU:0* _output_shapes :* dtype0* value B: Á &default_policy_1/tower_1/Slice_4/beginPackdefault_policy_1/tower_1/mul_8(default_policy_1/tower_1/Slice_4/begin/1" /device:CPU:0* N* T0* _output_shapes :* axis  'default_policy_1/tower_1/Slice_4/size/1Const" /device:CPU:0* _output_shapes :* dtype0* valueB: ˙˙˙˙˙˙˙˙˙ ż %default_policy_1/tower_1/Slice_4/sizePackdefault_policy_1/tower_1/mul_9'default_policy_1/tower_1/Slice_4/size/1" /device:CPU:0* N* T0* _output_shapes :* axis đ default_policy_1/tower_1/Slice_4Slice(default_policy_1/tower_1/Variable_4/read&default_policy_1/tower_1/Slice_4/begin%default_policy_1/tower_1/Slice_4/size" /device:CPU:0* Index0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ š #default_policy_1/tower_1/Variable_5 VariableV2" /device:CPU:0* _output_shapes :* container* dtype0* shape:* shared_name ‘ *default_policy_1/tower_1/Variable_5/AssignAssign#default_policy_1/tower_1/Variable_5default_policy_1/split_5" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_5*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* use_locking(* validate_shape( Ă (default_policy_1/tower_1/Variable_5/readIdentity#default_policy_1/tower_1/Variable_5" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_5* _output_shapes : ž $default_policy_1/tower_1/floordiv_10FloorDivdefault_policy_1/batch_indexdefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_10Mul$default_policy_1/tower_1/floordiv_10default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : ¨ $default_policy_1/tower_1/floordiv_11FloorDiv&default_policy_1/per_device_batch_sizedefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_11Mul$default_policy_1/tower_1/floordiv_11default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : – &default_policy_1/tower_1/Slice_5/beginPackdefault_policy_1/tower_1/mul_10" /device:CPU:0* N* T0* _output_shapes :* axis • %default_policy_1/tower_1/Slice_5/sizePackdefault_policy_1/tower_1/mul_11" /device:CPU:0* N* T0* _output_shapes :* axis ě default_policy_1/tower_1/Slice_5Slice(default_policy_1/tower_1/Variable_5/read&default_policy_1/tower_1/Slice_5/begin%default_policy_1/tower_1/Slice_5/size" /device:CPU:0* Index0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ š #default_policy_1/tower_1/Variable_6 VariableV2" /device:CPU:0* _output_shapes :* container* dtype0* shape:* shared_name • *default_policy_1/tower_1/Variable_6/AssignAssign#default_policy_1/tower_1/Variable_6default_policy_1/split_6" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_6*' _output_shapes : ˙˙˙˙˙˙˙˙˙* use_locking(* validate_shape( Ă (default_policy_1/tower_1/Variable_6/readIdentity#default_policy_1/tower_1/Variable_6" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_6* _output_shapes : ž $default_policy_1/tower_1/floordiv_12FloorDivdefault_policy_1/batch_indexdefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_12Mul$default_policy_1/tower_1/floordiv_12default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : ¨ $default_policy_1/tower_1/floordiv_13FloorDiv&default_policy_1/per_device_batch_sizedefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_13Mul$default_policy_1/tower_1/floordiv_13default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : y (default_policy_1/tower_1/Slice_6/begin/1Const" /device:CPU:0* _output_shapes :* dtype0* value B:  &default_policy_1/tower_1/Slice_6/beginPackdefault_policy_1/tower_1/mul_12(default_policy_1/tower_1/Slice_6/begin/1" /device:CPU:0* N* T0* _output_shapes :* axis  'default_policy_1/tower_1/Slice_6/size/1Const" /device:CPU:0* _output_shapes :* dtype0* valueB: ˙˙˙˙˙˙˙˙˙ Ŕ %default_policy_1/tower_1/Slice_6/sizePackdefault_policy_1/tower_1/mul_13'default_policy_1/tower_1/Slice_6/size/1" /device:CPU:0* N* T0* _output_shapes :* axis đ default_policy_1/tower_1/Slice_6Slice(default_policy_1/tower_1/Variable_6/read&default_policy_1/tower_1/Slice_6/begin%default_policy_1/tower_1/Slice_6/size" /device:CPU:0* Index0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ š #default_policy_1/tower_1/Variable_7 VariableV2" /device:CPU:0* _output_shapes :* container* dtype0* shape:* shared_name  *default_policy_1/tower_1/Variable_7/AssignAssign#default_policy_1/tower_1/Variable_7default_policy_1/split_7" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_7*/ _output_shapes : ˙˙˙˙˙˙˙˙˙TT* use_locking(* validate_shape( Ă (default_policy_1/tower_1/Variable_7/readIdentity#default_policy_1/tower_1/Variable_7" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_7* _output_shapes : ž $default_policy_1/tower_1/floordiv_14FloorDivdefault_policy_1/batch_indexdefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_14Mul$default_policy_1/tower_1/floordiv_14default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : ¨ $default_policy_1/tower_1/floordiv_15FloorDiv&default_policy_1/per_device_batch_sizedefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_15Mul$default_policy_1/tower_1/floordiv_15default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : y (default_policy_1/tower_1/Slice_7/begin/1Const" /device:CPU:0* _output_shapes :* dtype0* value B: y (default_policy_1/tower_1/Slice_7/begin/2Const" /device:CPU:0* _output_shapes :* dtype0* value B: y (default_policy_1/tower_1/Slice_7/begin/3Const" /device:CPU:0* _output_shapes :* dtype0* value B: – &default_policy_1/tower_1/Slice_7/beginPackdefault_policy_1/tower_1/mul_14(default_policy_1/tower_1/Slice_7/begin/1(default_policy_1/tower_1/Slice_7/begin/2(default_policy_1/tower_1/Slice_7/begin/3" /device:CPU:0* N* T0* _output_shapes :* axis  'default_policy_1/tower_1/Slice_7/size/1Const" /device:CPU:0* _output_shapes :* dtype0* valueB: ˙˙˙˙˙˙˙˙˙  'default_policy_1/tower_1/Slice_7/size/2Const" /device:CPU:0* _output_shapes :* dtype0* valueB: ˙˙˙˙˙˙˙˙˙  'default_policy_1/tower_1/Slice_7/size/3Const" /device:CPU:0* _output_shapes :* dtype0* valueB: ˙˙˙˙˙˙˙˙˙ ’ %default_policy_1/tower_1/Slice_7/sizePackdefault_policy_1/tower_1/mul_15'default_policy_1/tower_1/Slice_7/size/1'default_policy_1/tower_1/Slice_7/size/2'default_policy_1/tower_1/Slice_7/size/3" /device:CPU:0* N* T0* _output_shapes :* axis ř default_policy_1/tower_1/Slice_7Slice(default_policy_1/tower_1/Variable_7/read&default_policy_1/tower_1/Slice_7/begin%default_policy_1/tower_1/Slice_7/size" /device:CPU:0* Index0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙TT š #default_policy_1/tower_1/Variable_8 VariableV2" /device:CPU:0* _output_shapes :* container* dtype0* shape:* shared_name • *default_policy_1/tower_1/Variable_8/AssignAssign#default_policy_1/tower_1/Variable_8default_policy_1/split_8" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_8*' _output_shapes : ˙˙˙˙˙˙˙˙˙* use_locking(* validate_shape( Ă (default_policy_1/tower_1/Variable_8/readIdentity#default_policy_1/tower_1/Variable_8" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_8* _output_shapes : ž $default_policy_1/tower_1/floordiv_16FloorDivdefault_policy_1/batch_indexdefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_16Mul$default_policy_1/tower_1/floordiv_16default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : ¨ $default_policy_1/tower_1/floordiv_17FloorDiv&default_policy_1/per_device_batch_sizedefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_17Mul$default_policy_1/tower_1/floordiv_17default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : y (default_policy_1/tower_1/Slice_8/begin/1Const" /device:CPU:0* _output_shapes :* dtype0* value B:  &default_policy_1/tower_1/Slice_8/beginPackdefault_policy_1/tower_1/mul_16(default_policy_1/tower_1/Slice_8/begin/1" /device:CPU:0* N* T0* _output_shapes :* axis  'default_policy_1/tower_1/Slice_8/size/1Const" /device:CPU:0* _output_shapes :* dtype0* valueB: ˙˙˙˙˙˙˙˙˙ Ŕ %default_policy_1/tower_1/Slice_8/sizePackdefault_policy_1/tower_1/mul_17'default_policy_1/tower_1/Slice_8/size/1" /device:CPU:0* N* T0* _output_shapes :* axis đ default_policy_1/tower_1/Slice_8Slice(default_policy_1/tower_1/Variable_8/read&default_policy_1/tower_1/Slice_8/begin%default_policy_1/tower_1/Slice_8/size" /device:CPU:0* Index0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙ š #default_policy_1/tower_1/Variable_9 VariableV2" /device:CPU:0* _output_shapes :* container* dtype0* shape:* shared_name ‘ *default_policy_1/tower_1/Variable_9/AssignAssign#default_policy_1/tower_1/Variable_9default_policy_1/split_9" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_9*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* use_locking(* validate_shape( Ă (default_policy_1/tower_1/Variable_9/readIdentity#default_policy_1/tower_1/Variable_9" /device:CPU:0* T0*6 _class, *(loc:@default_policy_1/tower_1/Variable_9* _output_shapes : ž $default_policy_1/tower_1/floordiv_18FloorDivdefault_policy_1/batch_indexdefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_18Mul$default_policy_1/tower_1/floordiv_18default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : ¨ $default_policy_1/tower_1/floordiv_19FloorDiv&default_policy_1/per_device_batch_sizedefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_19Mul$default_policy_1/tower_1/floordiv_19default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : – &default_policy_1/tower_1/Slice_9/beginPackdefault_policy_1/tower_1/mul_18" /device:CPU:0* N* T0* _output_shapes :* axis • %default_policy_1/tower_1/Slice_9/sizePackdefault_policy_1/tower_1/mul_19" /device:CPU:0* N* T0* _output_shapes :* axis ě default_policy_1/tower_1/Slice_9Slice(default_policy_1/tower_1/Variable_9/read&default_policy_1/tower_1/Slice_9/begin%default_policy_1/tower_1/Slice_9/size" /device:CPU:0* Index0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ › $default_policy_1/tower_1/Variable_10 VariableV2" /device:CPU:0* _output_shapes :* container* dtype0* shape:* shared_name • +default_policy_1/tower_1/Variable_10/AssignAssign$default_policy_1/tower_1/Variable_10default_policy_1/split_10" /device:CPU:0* T0*7 _class- +)loc:@default_policy_1/tower_1/Variable_10*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* use_locking(* validate_shape( Ć )default_policy_1/tower_1/Variable_10/readIdentity$default_policy_1/tower_1/Variable_10" /device:CPU:0* T0*7 _class- +)loc:@default_policy_1/tower_1/Variable_10* _output_shapes : ž $default_policy_1/tower_1/floordiv_20FloorDivdefault_policy_1/batch_indexdefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_20Mul$default_policy_1/tower_1/floordiv_20default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : ¨ $default_policy_1/tower_1/floordiv_21FloorDiv&default_policy_1/per_device_batch_sizedefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_21Mul$default_policy_1/tower_1/floordiv_21default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : — 'default_policy_1/tower_1/Slice_10/beginPackdefault_policy_1/tower_1/mul_20" /device:CPU:0* N* T0* _output_shapes :* axis – &default_policy_1/tower_1/Slice_10/sizePackdefault_policy_1/tower_1/mul_21" /device:CPU:0* N* T0* _output_shapes :* axis đ !default_policy_1/tower_1/Slice_10Slice)default_policy_1/tower_1/Variable_10/read'default_policy_1/tower_1/Slice_10/begin&default_policy_1/tower_1/Slice_10/size" /device:CPU:0* Index0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ › $default_policy_1/tower_1/Variable_11 VariableV2" /device:CPU:0* _output_shapes :* container* dtype0* shape:* shared_name • +default_policy_1/tower_1/Variable_11/AssignAssign$default_policy_1/tower_1/Variable_11default_policy_1/split_11" /device:CPU:0* T0*7 _class- +)loc:@default_policy_1/tower_1/Variable_11*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* use_locking(* validate_shape( Ć )default_policy_1/tower_1/Variable_11/readIdentity$default_policy_1/tower_1/Variable_11" /device:CPU:0* T0*7 _class- +)loc:@default_policy_1/tower_1/Variable_11* _output_shapes : ž $default_policy_1/tower_1/floordiv_22FloorDivdefault_policy_1/batch_indexdefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_22Mul$default_policy_1/tower_1/floordiv_22default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : ¨ $default_policy_1/tower_1/floordiv_23FloorDiv&default_policy_1/per_device_batch_sizedefault_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : œ default_policy_1/tower_1/mul_23Mul$default_policy_1/tower_1/floordiv_23default_policy_1/max_seq_len" /device:CPU:0* T0* _output_shapes : — 'default_policy_1/tower_1/Slice_11/beginPackdefault_policy_1/tower_1/mul_22" /device:CPU:0* N* T0* _output_shapes :* axis – &default_policy_1/tower_1/Slice_11/sizePackdefault_policy_1/tower_1/mul_23" /device:CPU:0* N* T0* _output_shapes :* axis đ !default_policy_1/tower_1/Slice_11Slice)default_policy_1/tower_1/Variable_11/read'default_policy_1/tower_1/Slice_11/begin&default_policy_1/tower_1/Slice_11/size" /device:CPU:0* Index0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ | +default_policy_1/tower_1/is_exploring/inputConst" /device:CPU:0* _output_shapes :* dtype0 * value B Z ­ %default_policy_1/tower_1/is_exploringPlaceholderWithDefault+default_policy_1/tower_1/is_exploring/input" /device:CPU:0* _output_shapes :* dtype0 * shape: { *default_policy_1/tower_1/is_training/inputConst" /device:CPU:0* _output_shapes :* dtype0 * value B Z Ť $default_policy_1/tower_1/is_trainingPlaceholderWithDefault*default_policy_1/tower_1/is_training/input" /device:CPU:0* _output_shapes :* dtype0 * shape: ‹ !default_policy_1/tower_1/seq_lens Placeholder" /device:CPU:0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* dtype0* shape:  ˙˙˙˙˙˙˙˙˙ † &default_policy_1/tower_1/flatten/ConstConst" /device:CPU:0* _output_shapes :* dtype0* valueB"˙˙˙˙°R Î (default_policy_1/tower_1/flatten/ReshapeReshape default_policy_1/tower_1/Slice_7&default_policy_1/tower_1/flatten/Const" /device:CPU:0* T0* Tshape0*) _output_shapes : ˙˙˙˙˙˙˙˙˙°Ľ Ź Adefault_policy_1/tower_1/model/conv_value_1/Conv2D/ReadVariableOpReadVariableOp"default_policy/conv_value_1/kernel*& _output_shapes :* dtype0 ń 2default_policy_1/tower_1/model/conv_value_1/Conv2DConv2D default_policy_1/tower_1/Slice_7Adefault_policy_1/tower_1/model/conv_value_1/Conv2D/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙* data_formatNHWC* dilations * explicit_paddings * paddingSAME* strides * use_cudnn_on_gpu( Ÿ Bdefault_policy_1/tower_1/model/conv_value_1/BiasAdd/ReadVariableOpReadVariableOp default_policy/conv_value_1/bias* _output_shapes :* dtype0 – 3default_policy_1/tower_1/model/conv_value_1/BiasAddBiasAdd2default_policy_1/tower_1/model/conv_value_1/Conv2DBdefault_policy_1/tower_1/model/conv_value_1/BiasAdd/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙* data_formatNHWC ś 0default_policy_1/tower_1/model/conv_value_1/ReluRelu3default_policy_1/tower_1/model/conv_value_1/BiasAdd" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙ Ź Adefault_policy_1/tower_1/model/conv_value_2/Conv2D/ReadVariableOpReadVariableOp"default_policy/conv_value_2/kernel*& _output_shapes : * dtype0  2default_policy_1/tower_1/model/conv_value_2/Conv2DConv2D0default_policy_1/tower_1/model/conv_value_1/ReluAdefault_policy_1/tower_1/model/conv_value_2/Conv2D/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙   * data_formatNHWC* dilations * explicit_paddings * paddingSAME* strides * use_cudnn_on_gpu( Ÿ Bdefault_policy_1/tower_1/model/conv_value_2/BiasAdd/ReadVariableOpReadVariableOp default_policy/conv_value_2/bias* _output_shapes : * dtype0 – 3default_policy_1/tower_1/model/conv_value_2/BiasAddBiasAdd2default_policy_1/tower_1/model/conv_value_2/Conv2DBdefault_policy_1/tower_1/model/conv_value_2/BiasAdd/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙   * data_formatNHWC ś 0default_policy_1/tower_1/model/conv_value_2/ReluRelu3default_policy_1/tower_1/model/conv_value_2/BiasAdd" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙   ž :default_policy_1/tower_1/model/conv1/Conv2D/ReadVariableOpReadVariableOpdefault_policy/conv1/kernel*& _output_shapes :* dtype0 ă +default_policy_1/tower_1/model/conv1/Conv2DConv2D default_policy_1/tower_1/Slice_7:default_policy_1/tower_1/model/conv1/Conv2D/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙* data_formatNHWC* dilations * explicit_paddings * paddingSAME* strides * use_cudnn_on_gpu( ‘ ;default_policy_1/tower_1/model/conv1/BiasAdd/ReadVariableOpReadVariableOpdefault_policy/conv1/bias* _output_shapes :* dtype0  ,default_policy_1/tower_1/model/conv1/BiasAddBiasAdd+default_policy_1/tower_1/model/conv1/Conv2D;default_policy_1/tower_1/model/conv1/BiasAdd/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙* data_formatNHWC ¨ )default_policy_1/tower_1/model/conv1/ReluRelu,default_policy_1/tower_1/model/conv1/BiasAdd" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙ ­ Adefault_policy_1/tower_1/model/conv_value_3/Conv2D/ReadVariableOpReadVariableOp"default_policy/conv_value_3/kernel*' _output_shapes :   €* dtype0 ƒ 2default_policy_1/tower_1/model/conv_value_3/Conv2DConv2D0default_policy_1/tower_1/model/conv_value_2/ReluAdefault_policy_1/tower_1/model/conv_value_3/Conv2D/ReadVariableOp" /device:CPU:0* T0*0 _output_shapes : ˙˙˙˙˙˙˙˙˙€* data_formatNHWC* dilations * explicit_paddings * paddingVALID* strides * use_cudnn_on_gpu(   Bdefault_policy_1/tower_1/model/conv_value_3/BiasAdd/ReadVariableOpReadVariableOp default_policy/conv_value_3/bias* _output_shapes :€* dtype0 — 3default_policy_1/tower_1/model/conv_value_3/BiasAddBiasAdd2default_policy_1/tower_1/model/conv_value_3/Conv2DBdefault_policy_1/tower_1/model/conv_value_3/BiasAdd/ReadVariableOp" /device:CPU:0* T0*0 _output_shapes : ˙˙˙˙˙˙˙˙˙€* data_formatNHWC ˇ 0default_policy_1/tower_1/model/conv_value_3/ReluRelu3default_policy_1/tower_1/model/conv_value_3/BiasAdd" /device:CPU:0* T0*0 _output_shapes : ˙˙˙˙˙˙˙˙˙€ ž :default_policy_1/tower_1/model/conv2/Conv2D/ReadVariableOpReadVariableOpdefault_policy/conv2/kernel*& _output_shapes : * dtype0 ě +default_policy_1/tower_1/model/conv2/Conv2DConv2D)default_policy_1/tower_1/model/conv1/Relu:default_policy_1/tower_1/model/conv2/Conv2D/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙   * data_formatNHWC* dilations * explicit_paddings * paddingSAME* strides * use_cudnn_on_gpu( ‘ ;default_policy_1/tower_1/model/conv2/BiasAdd/ReadVariableOpReadVariableOpdefault_policy/conv2/bias* _output_shapes : * dtype0  ,default_policy_1/tower_1/model/conv2/BiasAddBiasAdd+default_policy_1/tower_1/model/conv2/Conv2D;default_policy_1/tower_1/model/conv2/BiasAdd/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙   * data_formatNHWC ¨ )default_policy_1/tower_1/model/conv2/ReluRelu,default_policy_1/tower_1/model/conv2/BiasAdd" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙   ą Cdefault_policy_1/tower_1/model/conv_value_out/Conv2D/ReadVariableOpReadVariableOp$default_policy/conv_value_out/kernel*' _output_shapes :€* dtype0 … 4default_policy_1/tower_1/model/conv_value_out/Conv2DConv2D0default_policy_1/tower_1/model/conv_value_3/ReluCdefault_policy_1/tower_1/model/conv_value_out/Conv2D/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙* data_formatNHWC* dilations * explicit_paddings * paddingSAME* strides * use_cudnn_on_gpu( Ł Ddefault_policy_1/tower_1/model/conv_value_out/BiasAdd/ReadVariableOpReadVariableOp"default_policy/conv_value_out/bias* _output_shapes :* dtype0 œ 5default_policy_1/tower_1/model/conv_value_out/BiasAddBiasAdd4default_policy_1/tower_1/model/conv_value_out/Conv2DDdefault_policy_1/tower_1/model/conv_value_out/BiasAdd/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙* data_formatNHWC Ÿ :default_policy_1/tower_1/model/conv3/Conv2D/ReadVariableOpReadVariableOpdefault_policy/conv3/kernel*' _output_shapes :   €* dtype0 î +default_policy_1/tower_1/model/conv3/Conv2DConv2D)default_policy_1/tower_1/model/conv2/Relu:default_policy_1/tower_1/model/conv3/Conv2D/ReadVariableOp" /device:CPU:0* T0*0 _output_shapes : ˙˙˙˙˙˙˙˙˙€* data_formatNHWC* dilations * explicit_paddings * paddingVALID* strides * use_cudnn_on_gpu( ’ ;default_policy_1/tower_1/model/conv3/BiasAdd/ReadVariableOpReadVariableOpdefault_policy/conv3/bias* _output_shapes :€* dtype0 ‚ ,default_policy_1/tower_1/model/conv3/BiasAddBiasAdd+default_policy_1/tower_1/model/conv3/Conv2D;default_policy_1/tower_1/model/conv3/BiasAdd/ReadVariableOp" /device:CPU:0* T0*0 _output_shapes : ˙˙˙˙˙˙˙˙˙€* data_formatNHWC Š )default_policy_1/tower_1/model/conv3/ReluRelu,default_policy_1/tower_1/model/conv3/BiasAdd" /device:CPU:0* T0*0 _output_shapes : ˙˙˙˙˙˙˙˙˙€ Č -default_policy_1/tower_1/model/lambda/SqueezeSqueeze5default_policy_1/tower_1/model/conv_value_out/BiasAdd" /device:CPU:0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙* squeeze_dims  Ľ =default_policy_1/tower_1/model/conv_out/Conv2D/ReadVariableOpReadVariableOpdefault_policy/conv_out/kernel*' _output_shapes :€* dtype0 ň .default_policy_1/tower_1/model/conv_out/Conv2DConv2D)default_policy_1/tower_1/model/conv3/Relu=default_policy_1/tower_1/model/conv_out/Conv2D/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙* data_formatNHWC* dilations * explicit_paddings * paddingSAME* strides * use_cudnn_on_gpu( — >default_policy_1/tower_1/model/conv_out/BiasAdd/ReadVariableOpReadVariableOpdefault_policy/conv_out/bias* _output_shapes :* dtype0 Š /default_policy_1/tower_1/model/conv_out/BiasAddBiasAdd.default_policy_1/tower_1/model/conv_out/Conv2D>default_policy_1/tower_1/model/conv_out/BiasAdd/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙* data_formatNHWC ľ default_policy_1/tower_1/SqueezeSqueeze/default_policy_1/tower_1/model/conv_out/BiasAdd" /device:CPU:0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙* squeeze_dims  q !default_policy_1/tower_1/timestep 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(default_policy_1/tower_1/PartitionedCallPartitionedCall%default_policy_1/tower_1/is_exploringdefault_policy_1/tower_1/adddefault_policy_1/tower_1/splitdefault_policy_1/tower_1/Exp default_policy_1/tower_1/split:1" /device:CPU:0* Tin 2 * Tout 2*, _gradient_op_typePartitionedCallUnused*6 _output_shapes$ ": ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙* config** config_proto  GPU  CPU2J8* executor_type*7 f2R0 .__inference__get_tf_exploration_action_op_2674 Ž default_policy_1/tower_1/Exp_1Exp*default_policy_1/tower_1/PartitionedCall:1" /device:CPU:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ 4 default_policy_1/tower_1/NoOpNoOp" /device:CPU:0 ˆ &default_policy_1/tower_1/Reshape/shapeConst" /device:CPU:0* _output_shapes :* dtype0* valueB: ˙˙˙˙˙˙˙˙˙ Í default_policy_1/tower_1/ReshapeReshape-default_policy_1/tower_1/model/lambda/Squeeze&default_policy_1/tower_1/Reshape/shape" /device:CPU:0* T0* Tshape0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ˆ (default_policy_1/tower_1/flatten_1/ConstConst" /device:CPU:0* _output_shapes :* dtype0* 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_output_shapes : ˙˙˙˙˙˙˙˙˙* data_formatNHWC ş 2default_policy_1/tower_1/model_1/conv_value_1/ReluRelu5default_policy_1/tower_1/model_1/conv_value_1/BiasAdd" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙ Ž Cdefault_policy_1/tower_1/model_1/conv_value_2/Conv2D/ReadVariableOpReadVariableOp"default_policy/conv_value_2/kernel*& _output_shapes : * dtype0 ‡ 4default_policy_1/tower_1/model_1/conv_value_2/Conv2DConv2D2default_policy_1/tower_1/model_1/conv_value_1/ReluCdefault_policy_1/tower_1/model_1/conv_value_2/Conv2D/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙   * data_formatNHWC* dilations * explicit_paddings * paddingSAME* strides * use_cudnn_on_gpu( Ą Ddefault_policy_1/tower_1/model_1/conv_value_2/BiasAdd/ReadVariableOpReadVariableOp default_policy/conv_value_2/bias* _output_shapes : * dtype0 œ 5default_policy_1/tower_1/model_1/conv_value_2/BiasAddBiasAdd4default_policy_1/tower_1/model_1/conv_value_2/Conv2DDdefault_policy_1/tower_1/model_1/conv_value_2/BiasAdd/ReadVariableOp" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙   * data_formatNHWC ş 2default_policy_1/tower_1/model_1/conv_value_2/ReluRelu5default_policy_1/tower_1/model_1/conv_value_2/BiasAdd" /device:CPU:0* T0*/ _output_shapes : ˙˙˙˙˙˙˙˙˙     default_policy_1/tower_1/Placeholder_default_policy/conv1/bias Placeholder" /device:CPU:0* _output_shapes :* dtype0* shape: ś +default_policy_1/tower_1/AssignVariableOp_3AssignVariableOpdefault_policy/conv1/bias>default_policy_1/tower_1/Placeholder_default_policy/conv1/bias" /device:CPU:0* dtype0 ź )default_policy_1/tower_1/ReadVariableOp_7ReadVariableOpdefault_policy/conv1/bias,^default_policy_1/tower_1/AssignVariableOp_3" /device:CPU:0* _output_shapes :* dtype0 ” )default_policy_1/tower_1/ReadVariableOp_8ReadVariableOp"default_policy/conv_value_2/kernel*& _output_shapes : * 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?default_policy/default_policy/conv_value_1/kernel/Adam_3/AssignAssignVariableOp8default_policy/default_policy/conv_value_1/kernel/Adam_3Jdefault_policy/default_policy/conv_value_1/kernel/Adam_3/Initializer/zeros" /device:CPU:0* dtype0 “ Ldefault_policy/default_policy/conv_value_1/kernel/Adam_3/Read/ReadVariableOpReadVariableOp8default_policy/default_policy/conv_value_1/kernel/Adam_3" /device:CPU:0*5 _class+ )'loc:@default_policy/conv_value_1/kernel*& _output_shapes :* dtype0 Ę Hdefault_policy/default_policy/conv_value_1/bias/Adam_2/Initializer/zerosConst*3 _class) '%loc:@default_policy/conv_value_1/bias* _output_shapes :* dtype0* valueB* ™ 6default_policy/default_policy/conv_value_1/bias/Adam_2 VarHandleOp" /device:CPU:0*3 _class) '%loc:@default_policy/conv_value_1/bias* _output_shapes :* container* dtype0* shape:*G shared_name86default_policy/default_policy/conv_value_1/bias/Adam_2  Wdefault_policy/default_policy/conv_value_1/bias/Adam_2/IsInitialized/VarIsInitializedOpVarIsInitializedOp6default_policy/default_policy/conv_value_1/bias/Adam_2" /device:CPU:0*3 _class) '%loc:@default_policy/conv_value_1/bias* _output_shapes : ď =default_policy/default_policy/conv_value_1/bias/Adam_2/AssignAssignVariableOp6default_policy/default_policy/conv_value_1/bias/Adam_2Hdefault_policy/default_policy/conv_value_1/bias/Adam_2/Initializer/zeros" /device:CPU:0* dtype0  Jdefault_policy/default_policy/conv_value_1/bias/Adam_2/Read/ReadVariableOpReadVariableOp6default_policy/default_policy/conv_value_1/bias/Adam_2" /device:CPU:0*3 _class) '%loc:@default_policy/conv_value_1/bias* _output_shapes :* dtype0 Ę Hdefault_policy/default_policy/conv_value_1/bias/Adam_3/Initializer/zerosConst*3 _class) '%loc:@default_policy/conv_value_1/bias* _output_shapes :* dtype0* valueB* ™ 6default_policy/default_policy/conv_value_1/bias/Adam_3 VarHandleOp" /device:CPU:0*3 _class) '%loc:@default_policy/conv_value_1/bias* _output_shapes :* container* dtype0* shape:*G shared_name86default_policy/default_policy/conv_value_1/bias/Adam_3  Wdefault_policy/default_policy/conv_value_1/bias/Adam_3/IsInitialized/VarIsInitializedOpVarIsInitializedOp6default_policy/default_policy/conv_value_1/bias/Adam_3" /device:CPU:0*3 _class) '%loc:@default_policy/conv_value_1/bias* _output_shapes : ď =default_policy/default_policy/conv_value_1/bias/Adam_3/AssignAssignVariableOp6default_policy/default_policy/conv_value_1/bias/Adam_3Hdefault_policy/default_policy/conv_value_1/bias/Adam_3/Initializer/zeros" /device:CPU:0* dtype0  Jdefault_policy/default_policy/conv_value_1/bias/Adam_3/Read/ReadVariableOpReadVariableOp6default_policy/default_policy/conv_value_1/bias/Adam_3" /device:CPU:0*3 _class) '%loc:@default_policy/conv_value_1/bias* _output_shapes :* dtype0 Ü Sdefault_policy/default_policy/conv1/kernel/Adam_2/Initializer/zeros/shape_as_tensorConst*. _class$ " loc:@default_policy/conv1/kernel* _output_shapes :* dtype0*% valueB" ž Idefault_policy/default_policy/conv1/kernel/Adam_2/Initializer/zeros/ConstConst*. _class$ " loc:@default_policy/conv1/kernel* _output_shapes :* dtype0* value B * Ţ Cdefault_policy/default_policy/conv1/kernel/Adam_2/Initializer/zerosFillSdefault_policy/default_policy/conv1/kernel/Adam_2/Initializer/zeros/shape_as_tensorIdefault_policy/default_policy/conv1/kernel/Adam_2/Initializer/zeros/Const* T0*. _class$ " loc:@default_policy/conv1/kernel*& _output_shapes :* index_type0 – 1default_policy/default_policy/conv1/kernel/Adam_2 VarHandleOp" /device:CPU:0*. _class$ " loc:@default_policy/conv1/kernel* _output_shapes :* container* dtype0* shape:*B shared_name31default_policy/default_policy/conv1/kernel/Adam_2 ň Rdefault_policy/default_policy/conv1/kernel/Adam_2/IsInitialized/VarIsInitializedOpVarIsInitializedOp1default_policy/default_policy/conv1/kernel/Adam_2" /device:CPU:0*. _class$ " loc:@default_policy/conv1/kernel* _output_shapes : ŕ 8default_policy/default_policy/conv1/kernel/Adam_2/AssignAssignVariableOp1default_policy/default_policy/conv1/kernel/Adam_2Cdefault_policy/default_policy/conv1/kernel/Adam_2/Initializer/zeros" /device:CPU:0* dtype0 ţ Edefault_policy/default_policy/conv1/kernel/Adam_2/Read/ReadVariableOpReadVariableOp1default_policy/default_policy/conv1/kernel/Adam_2" /device:CPU:0*. _class$ " loc:@default_policy/conv1/kernel*& _output_shapes :* dtype0 Ü Sdefault_policy/default_policy/conv1/kernel/Adam_3/Initializer/zeros/shape_as_tensorConst*. _class$ " loc:@default_policy/conv1/kernel* _output_shapes :* dtype0*% valueB" ž Idefault_policy/default_policy/conv1/kernel/Adam_3/Initializer/zeros/ConstConst*. _class$ " loc:@default_policy/conv1/kernel* _output_shapes :* dtype0* value B * Ţ 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6default_policy/default_policy/conv1/bias/Adam_2/AssignAssignVariableOp/default_policy/default_policy/conv1/bias/Adam_2Adefault_policy/default_policy/conv1/bias/Adam_2/Initializer/zeros" /device:CPU:0* dtype0 ě Cdefault_policy/default_policy/conv1/bias/Adam_2/Read/ReadVariableOpReadVariableOp/default_policy/default_policy/conv1/bias/Adam_2" /device:CPU:0*, _class" loc:@default_policy/conv1/bias* _output_shapes :* dtype0 ź Adefault_policy/default_policy/conv1/bias/Adam_3/Initializer/zerosConst*, _class" loc:@default_policy/conv1/bias* _output_shapes :* dtype0* valueB* „ /default_policy/default_policy/conv1/bias/Adam_3 VarHandleOp" /device:CPU:0*, _class" loc:@default_policy/conv1/bias* _output_shapes :* container* dtype0* shape:*@ shared_name1/default_policy/default_policy/conv1/bias/Adam_3 ě Pdefault_policy/default_policy/conv1/bias/Adam_3/IsInitialized/VarIsInitializedOpVarIsInitializedOp/default_policy/default_policy/conv1/bias/Adam_3" /device:CPU:0*, _class" loc:@default_policy/conv1/bias* _output_shapes : Ú 6default_policy/default_policy/conv1/bias/Adam_3/AssignAssignVariableOp/default_policy/default_policy/conv1/bias/Adam_3Adefault_policy/default_policy/conv1/bias/Adam_3/Initializer/zeros" /device:CPU:0* dtype0 ě Cdefault_policy/default_policy/conv1/bias/Adam_3/Read/ReadVariableOpReadVariableOp/default_policy/default_policy/conv1/bias/Adam_3" /device:CPU:0*, _class" loc:@default_policy/conv1/bias* _output_shapes :* dtype0 ę Zdefault_policy/default_policy/conv_value_2/kernel/Adam_2/Initializer/zeros/shape_as_tensorConst*5 _class+ )'loc:@default_policy/conv_value_2/kernel* _output_shapes :* dtype0*% valueB" Ě Pdefault_policy/default_policy/conv_value_2/kernel/Adam_2/Initializer/zeros/ConstConst*5 _class+ )'loc:@default_policy/conv_value_2/kernel* _output_shapes :* dtype0* value B * ú 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'%loc:@default_policy/conv_value_2/bias* _output_shapes :* container* dtype0* shape: *G shared_name86default_policy/default_policy/conv_value_2/bias/Adam_3  Wdefault_policy/default_policy/conv_value_2/bias/Adam_3/IsInitialized/VarIsInitializedOpVarIsInitializedOp6default_policy/default_policy/conv_value_2/bias/Adam_3" /device:CPU:0*3 _class) '%loc:@default_policy/conv_value_2/bias* _output_shapes : ď =default_policy/default_policy/conv_value_2/bias/Adam_3/AssignAssignVariableOp6default_policy/default_policy/conv_value_2/bias/Adam_3Hdefault_policy/default_policy/conv_value_2/bias/Adam_3/Initializer/zeros" /device:CPU:0* dtype0  Jdefault_policy/default_policy/conv_value_2/bias/Adam_3/Read/ReadVariableOpReadVariableOp6default_policy/default_policy/conv_value_2/bias/Adam_3" /device:CPU:0*3 _class) '%loc:@default_policy/conv_value_2/bias* _output_shapes : * dtype0 Ü Sdefault_policy/default_policy/conv2/kernel/Adam_2/Initializer/zeros/shape_as_tensorConst*. _class$ " loc:@default_policy/conv2/kernel* _output_shapes :* dtype0*% valueB" ž Idefault_policy/default_policy/conv2/kernel/Adam_2/Initializer/zeros/ConstConst*. _class$ " loc:@default_policy/conv2/kernel* _output_shapes :* dtype0* value B * Ţ Cdefault_policy/default_policy/conv2/kernel/Adam_2/Initializer/zerosFillSdefault_policy/default_policy/conv2/kernel/Adam_2/Initializer/zeros/shape_as_tensorIdefault_policy/default_policy/conv2/kernel/Adam_2/Initializer/zeros/Const* T0*. _class$ " loc:@default_policy/conv2/kernel*& _output_shapes : * index_type0 – 1default_policy/default_policy/conv2/kernel/Adam_2 VarHandleOp" /device:CPU:0*. _class$ " loc:@default_policy/conv2/kernel* _output_shapes :* container* dtype0* shape: *B shared_name31default_policy/default_policy/conv2/kernel/Adam_2 ň Rdefault_policy/default_policy/conv2/kernel/Adam_2/IsInitialized/VarIsInitializedOpVarIsInitializedOp1default_policy/default_policy/conv2/kernel/Adam_2" /device:CPU:0*. _class$ " loc:@default_policy/conv2/kernel* 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6default_policy/default_policy/conv2/bias/Adam_2/AssignAssignVariableOp/default_policy/default_policy/conv2/bias/Adam_2Adefault_policy/default_policy/conv2/bias/Adam_2/Initializer/zeros" /device:CPU:0* dtype0 ě Cdefault_policy/default_policy/conv2/bias/Adam_2/Read/ReadVariableOpReadVariableOp/default_policy/default_policy/conv2/bias/Adam_2" /device:CPU:0*, _class" loc:@default_policy/conv2/bias* _output_shapes : * dtype0 ź Adefault_policy/default_policy/conv2/bias/Adam_3/Initializer/zerosConst*, _class" loc:@default_policy/conv2/bias* _output_shapes : * dtype0* valueB * „ /default_policy/default_policy/conv2/bias/Adam_3 VarHandleOp" /device:CPU:0*, _class" loc:@default_policy/conv2/bias* _output_shapes :* container* dtype0* shape: *@ shared_name1/default_policy/default_policy/conv2/bias/Adam_3 ě Pdefault_policy/default_policy/conv2/bias/Adam_3/IsInitialized/VarIsInitializedOpVarIsInitializedOp/default_policy/default_policy/conv2/bias/Adam_3" /device:CPU:0*, _class" 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bdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_10_grad/tuple/control_dependencyIdentityQdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_10_grad/Reshape[^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_10_grad/tuple/group_deps" /device:CPU:0* T0*d _classZ XVloc:@default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_10_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ç ddefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_10_grad/tuple/control_dependency_1IdentitySdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_10_grad/Reshape_1[^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_10_grad/tuple/group_deps" /device:CPU:0* T0*f _class\ ZXloc:@default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_10_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ť Ndefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/ShapeShapedefault_policy_1/tower_1/add_7" /device:CPU:0* T0* _output_shapes :* out_type0 ž Pdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/Shape_1Shapedefault_policy_1/tower_1/mul_33" /device:CPU:0* T0* _output_shapes :* out_type0 ĺ ^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/BroadcastGradientArgsBroadcastGradientArgsNdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/ShapePdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/Shape_1" /device:CPU:0* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ć Ldefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/SumSumbdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_10_grad/tuple/control_dependency^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/BroadcastGradientArgs" /device:CPU:0* T0* Tidx0* _output_shapes :* keep_dims( Ä 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Ydefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/tuple/group_depsNoOpQ^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/ReshapeS^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/Reshape_1" /device:CPU:0 ˝ adefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/tuple/control_dependencyIdentityPdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/ReshapeZ^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/tuple/group_deps" /device:CPU:0* T0*c _classY WUloc:@default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ă cdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/tuple/control_dependency_1IdentityRdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/Reshape_1Z^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/tuple/group_deps" /device:CPU:0* T0*e _class[ YWloc:@default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_8_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ˝ Odefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/mul_34_grad/ShapeShape!default_policy/entropy_coeff/read" /device:CPU:0* T0* _output_shapes :* out_type0 ž Qdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/mul_34_grad/Shape_1Shapedefault_policy_1/tower_1/Sum_3" /device:CPU:0* T0* _output_shapes :* out_type0 č _default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/mul_34_grad/BroadcastGradientArgsBroadcastGradientArgsOdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/mul_34_grad/ShapeQdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/mul_34_grad/Shape_1" /device:CPU:0* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ — 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/device:CPU:0* T0*f _class\ ZXloc:@default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/mul_34_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ť Ndefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_7_grad/ShapeShapedefault_policy_1/tower_1/Neg_1" /device:CPU:0* T0* _output_shapes :* out_type0 ž Pdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_7_grad/Shape_1Shapedefault_policy_1/tower_1/mul_32" /device:CPU:0* T0* _output_shapes :* out_type0 ĺ ^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_7_grad/BroadcastGradientArgsBroadcastGradientArgsNdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_7_grad/ShapePdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/add_7_grad/Shape_1" /device:CPU:0* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ ĺ 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_output_shapes :  ˙˙˙˙˙˙˙˙˙ ” Udefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Minimum_grad/SelectV2_1SelectV2Tdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Minimum_grad/LessEqualPdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Minimum_grad/zerosLdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Neg_1_grad/Neg" /device:CPU:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ á Pdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Minimum_grad/Sum_1SumUdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Minimum_grad/SelectV2_1bdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Minimum_grad/BroadcastGradientArgs:1" /device:CPU:0* T0* Tidx0* _output_shapes :* keep_dims( Đ 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/device:CPU:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙  Qdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Square_5_grad/ConstConstf^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Maximum_grad/tuple/control_dependency_1" /device:CPU:0* _output_shapes :* dtype0* value B *@ † Odefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Square_5_grad/MulMuldefault_policy_1/tower_1/sub_9Qdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Square_5_grad/Const" /device:CPU:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Í Qdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Square_5_grad/Mul_1Muledefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Maximum_grad/tuple/control_dependency_1Odefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/Square_5_grad/Mul" /device:CPU:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ž Odefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/mul_30_grad/ShapeShape default_policy_1/tower_1/Slice_5" /device:CPU:0* T0* 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Ydefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_2_grad/tuple/group_depsNoOpQ^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_2_grad/ReshapeS^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_2_grad/Reshape_1" /device:CPU:0 ˝ adefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_2_grad/tuple/control_dependencyIdentityPdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_2_grad/ReshapeZ^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_2_grad/tuple/group_deps" /device:CPU:0* T0*c _classY WUloc:@default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_2_grad/Reshape*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ Ă cdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_2_grad/tuple/control_dependency_1IdentityRdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_2_grad/Reshape_1Z^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_2_grad/tuple/group_deps" /device:CPU:0* T0*e _class[ YWloc:@default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_2_grad/Reshape_1*# _output_shapes :  ˙˙˙˙˙˙˙˙˙ ˝ Ndefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_5_grad/ShapeShape default_policy_1/tower_1/split_2" /device:CPU:0* T0* _output_shapes :* out_type0 ż Pdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_5_grad/Shape_1Shape default_policy_1/tower_1/split_1" /device:CPU:0* T0* _output_shapes :* out_type0 ĺ ^default_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_5_grad/BroadcastGradientArgsBroadcastGradientArgsNdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_5_grad/ShapePdefault_policy_1/tower_1/gradients_1/default_policy_1/tower_1/sub_5_grad/Shape_1" /device:CPU:0* T0*2 _output_shapes :  ˙˙˙˙˙˙˙˙˙:  ˙˙˙˙˙˙˙˙˙ Ő 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_output_shapes : o save/AssignVariableOp_16AssignVariableOp"default_policy/conv_value_out/biassave/Identity_17* dtype0 R save/Identity_18Identitysave/RestoreV2:17* T0* _output_shapes : q save/AssignVariableOp_17AssignVariableOp$default_policy/conv_value_out/kernelsave/Identity_18* dtype0 R save/Identity_19Identitysave/RestoreV2:18* T0* _output_shapes : z save/AssignVariableOp_18AssignVariableOp-default_policy/default_policy/conv1/bias/Adamsave/Identity_19* dtype0 R save/Identity_20Identitysave/RestoreV2:19* T0* _output_shapes : | save/AssignVariableOp_19AssignVariableOp/default_policy/default_policy/conv1/bias/Adam_1save/Identity_20* dtype0 R save/Identity_21Identitysave/RestoreV2:20* T0* _output_shapes : | save/AssignVariableOp_20AssignVariableOp/default_policy/default_policy/conv1/kernel/Adamsave/Identity_21* dtype0 R save/Identity_22Identitysave/RestoreV2:21* T0* _output_shapes : ~ 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value›B˜"B/default_policy/default_policy/conv1/bias/Adam_2B/default_policy/default_policy/conv1/bias/Adam_3B1default_policy/default_policy/conv1/kernel/Adam_2B1default_policy/default_policy/conv1/kernel/Adam_3B/default_policy/default_policy/conv2/bias/Adam_2B/default_policy/default_policy/conv2/bias/Adam_3B1default_policy/default_policy/conv2/kernel/Adam_2B1default_policy/default_policy/conv2/kernel/Adam_3B/default_policy/default_policy/conv3/bias/Adam_2B/default_policy/default_policy/conv3/bias/Adam_3B1default_policy/default_policy/conv3/kernel/Adam_2B1default_policy/default_policy/conv3/kernel/Adam_3B2default_policy/default_policy/conv_out/bias/Adam_2B2default_policy/default_policy/conv_out/bias/Adam_3B4default_policy/default_policy/conv_out/kernel/Adam_2B4default_policy/default_policy/conv_out/kernel/Adam_3B6default_policy/default_policy/conv_value_1/bias/Adam_2B6default_policy/default_policy/conv_value_1/bias/Adam_3B8default_policy/default_policy/conv_value_1/kernel/Adam_2B8default_policy/default_policy/conv_value_1/kernel/Adam_3B6default_policy/default_policy/conv_value_2/bias/Adam_2B6default_policy/default_policy/conv_value_2/bias/Adam_3B8default_policy/default_policy/conv_value_2/kernel/Adam_2B8default_policy/default_policy/conv_value_2/kernel/Adam_3B6default_policy/default_policy/conv_value_3/bias/Adam_2B6default_policy/default_policy/conv_value_3/bias/Adam_3B8default_policy/default_policy/conv_value_3/kernel/Adam_2B8default_policy/default_policy/conv_value_3/kernel/Adam_3B8default_policy/default_policy/conv_value_out/bias/Adam_2B8default_policy/default_policy/conv_value_out/bias/Adam_3B:default_policy/default_policy/conv_value_out/kernel/Adam_2B:default_policy/default_policy/conv_value_out/kernel/Adam_3B$default_policy_1/tower_1/beta1_powerB$default_policy_1/tower_1/beta2_power 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save/AssignVariableOp_82AssignVariableOp:default_policy/default_policy/conv_value_out/kernel/Adam_2save/Identity_83" /device:CPU:0* dtype0 c save/Identity_84Identitysave/RestoreV2_1:31" /device:CPU:0* T0* _output_shapes : – save/AssignVariableOp_83AssignVariableOp:default_policy/default_policy/conv_value_out/kernel/Adam_3save/Identity_84" /device:CPU:0* dtype0 c save/Identity_85Identitysave/RestoreV2_1:32" /device:CPU:0* T0* _output_shapes : € save/AssignVariableOp_84AssignVariableOp$default_policy_1/tower_1/beta1_powersave/Identity_85" /device:CPU:0* dtype0 c save/Identity_86Identitysave/RestoreV2_1:33" /device:CPU:0* T0* _output_shapes : € save/AssignVariableOp_85AssignVariableOp$default_policy_1/tower_1/beta2_powersave/Identity_86" /device:CPU:0* dtype0 Á save/restore_shard_1NoOp^save/AssignVariableOp_52^save/AssignVariableOp_53^save/AssignVariableOp_54^save/AssignVariableOp_55^save/AssignVariableOp_56^save/AssignVariableOp_57^save/AssignVariableOp_58^save/AssignVariableOp_59^save/AssignVariableOp_60^save/AssignVariableOp_61^save/AssignVariableOp_62^save/AssignVariableOp_63^save/AssignVariableOp_64^save/AssignVariableOp_65^save/AssignVariableOp_66^save/AssignVariableOp_67^save/AssignVariableOp_68^save/AssignVariableOp_69^save/AssignVariableOp_70^save/AssignVariableOp_71^save/AssignVariableOp_72^save/AssignVariableOp_73^save/AssignVariableOp_74^save/AssignVariableOp_75^save/AssignVariableOp_76^save/AssignVariableOp_77^save/AssignVariableOp_78^save/AssignVariableOp_79^save/AssignVariableOp_80^save/AssignVariableOp_81^save/AssignVariableOp_82^save/AssignVariableOp_83^save/AssignVariableOp_84^save/AssignVariableOp_85" /device:CPU:0 2 save/restore_all/NoOpNoOp^save/restore_shard E save/restore_all/NoOp_1NoOp^save/restore_shard_1" /device:CPU:0 J save/restore_allNoOp^save/restore_all/NoOp^save/restore_all/NoOp_1œŽ Ŕ ý .__inference__get_tf_exploration_action_op_2674 explore % !cond_default_policy_1_tower_1_add' #cond_default_policy_1_tower_1_split% !cond_default_policy_1_tower_1_exp) %cond_default_policy_1_tower_1_split_1 identity identity_1ť cond StatelessIfexplore!cond_default_policy_1_tower_1_add#cond_default_policy_1_tower_1_split!cond_default_policy_1_tower_1_exp%cond_default_policy_1_tower_1_split_1* Tcond0 * Tin 2* Tout 2* _lower_using_switch_merge(*6 _output_shapes$ ":  ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙*" else_branchR cond_false_2620*5 output_shapes$ ":  ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙*! then_branchR cond_true_26192 condg cond/IdentityIdentity cond:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 cond/Identityo cond/Identity_1Identity cond:output:1* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 cond/Identity_1l IdentityIdentitycond/Identity_1:output:0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 Identityj Identity_1Identitycond/Identity:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 Identity_1" identityIdentity:output:0"! identity_1Identity_1:output:0*a _input_shapesP N:: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙:'# ! _user_specified_name explore ě Đ cond_true_2619$ sub_default_policy_1_tower_1_add& "sub_default_policy_1_tower_1_split( $truediv_default_policy_1_tower_1_exp( $sum_1_default_policy_1_tower_1_split identity identity_1‰ subSub sub_default_policy_1_tower_1_add"sub_default_policy_1_tower_1_split* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 sub~ truedivRealDivsub:z:0$truediv_default_policy_1_tower_1_exp* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 truedivY SquareSquare truediv:z:0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 Squarep Sum/reduction_indicesConst* _output_shapes :* dtype0* value B:2 Sum/reduction_indicesˆ SumSum Square:y:0Sum/reduction_indices:output:0* T0* Tidx0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* keep_dims(2 SumS mul/xConst* _output_shapes :* dtype0* value B *ż2 mul/x] mulMulmul/x:output:0 Sum:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 muln ShapeShape sub_default_policy_1_tower_1_add* T0* _output_shapes :* out_type02 Shapet strided_slice/stackConst* _output_shapes :* dtype0* value B :2 strided_slice/stackx strided_slice/stack_1Const* _output_shapes :* dtype0* value B :2 strided_slice/stack_1x strided_slice/stack_2Const* _output_shapes :* dtype0* value B :2 strided_slice/stack_2Ž strided_slice StridedSliceShape:output:0strided_slice/stack:output:0strided_slice/stack_1:output:0strided_slice/stack_2:output:0* Index0* T0* _output_shapes :* begin_mask* ellipsis_mask* end_mask* new_axis_mask* shrink_axis_mask2 strided_slicer ToFloatCaststrided_slice:output:0* DstT0* SrcT0* Truncate(* _output_shapes :2 ToFloatW mul_1/xConst* _output_shapes :* dtype0* value B *Ž?k?2 mul_1/xU mul_1Mulmul_1/x:output:0 ToFloat:y:0* T0* _output_shapes :2 mul_1W sub_1Submul:z:0 mul_1:z:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 sub_1t Sum_1/reduction_indicesConst* _output_shapes :* dtype0* value B:2 Sum_1/reduction_indices¨ Sum_1Sum$sum_1_default_policy_1_tower_1_split Sum_1/reduction_indices:output:0* T0* Tidx0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* keep_dims(2 Sum_1^ sub_2Sub sub_1:z:0Sum_1:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 sub_2Y IdentityIdentity sub_2:z:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 Identityx Identity_1Identity sub_default_policy_1_tower_1_add* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 Identity_1" identityIdentity:output:0"! identity_1Identity_1:output:0*_ _input_shapesN L: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙ Ď Ž cond_false_1476 placeholder& "shape_default_policy_1_tower_split placeholder_1 placeholder_2 identity identity_1p ShapeShape"shape_default_policy_1_tower_split* T0* _output_shapes :* out_type02 Shapet strided_slice/stackConst* _output_shapes :* dtype0* value B :2 strided_slice/stackx strided_slice/stack_1Const* _output_shapes :* dtype0* value B :2 strided_slice/stack_1x strided_slice/stack_2Const* _output_shapes :* dtype0* value B :2 strided_slice/stack_2Ž strided_slice StridedSliceShape:output:0strided_slice/stack:output:0strided_slice/stack_1:output:0strided_slice/stack_2:output:0* Index0* T0* _output_shapes :* begin_mask* ellipsis_mask* end_mask* new_axis_mask* shrink_axis_mask2 strided_slice_ zeros/Less/yConst* _output_shapes :* dtype0* value B:č2 zeros/Less/yp zeros/LessLessstrided_slice:output:0zeros/Less/y:output:0* T0* _output_shapes :2 zeros/Lessv zeros/packedPackstrided_slice:output:0* N* T0* _output_shapes :* axis2 zeros/packed_ zeros/ConstConst* _output_shapes :* dtype0* value B *2 zeros/Constƒ zerosFillzeros/packed:output:0zeros/Const:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* index_type02 zeros^ IdentityIdentityzeros:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 Identityz Identity_1Identity"shape_default_policy_1_tower_split* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 Identity_1" identityIdentity:output:0"! identity_1Identity_1:output:0*_ _input_shapesN L: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙ ś … cond_false_230 placeholder shape_default_policy_split placeholder_1 placeholder_2 identity identity_1h ShapeShapeshape_default_policy_split* T0* _output_shapes :* out_type02 Shapet strided_slice/stackConst* _output_shapes :* dtype0* value B :2 strided_slice/stackx strided_slice/stack_1Const* _output_shapes :* dtype0* value B :2 strided_slice/stack_1x strided_slice/stack_2Const* _output_shapes :* dtype0* value B :2 strided_slice/stack_2Ž strided_slice StridedSliceShape:output:0strided_slice/stack:output:0strided_slice/stack_1:output:0strided_slice/stack_2:output:0* Index0* T0* _output_shapes :* begin_mask* ellipsis_mask* end_mask* new_axis_mask* shrink_axis_mask2 strided_slice_ zeros/Less/yConst* _output_shapes :* dtype0* value B:č2 zeros/Less/yp zeros/LessLessstrided_slice:output:0zeros/Less/y:output:0* T0* _output_shapes :2 zeros/Lessv zeros/packedPackstrided_slice:output:0* N* T0* _output_shapes :* axis2 zeros/packed_ zeros/ConstConst* _output_shapes :* dtype0* value B *2 zeros/Constƒ zerosFillzeros/packed:output:0zeros/Const:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* index_type02 zeros^ IdentityIdentityzeros:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 Identityr Identity_1Identityshape_default_policy_split* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 Identity_1" identityIdentity:output:0"! identity_1Identity_1:output:0*_ _input_shapesN L: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙ Ő  cond_false_2620 placeholder( $shape_default_policy_1_tower_1_split placeholder_1 placeholder_2 identity identity_1r ShapeShape$shape_default_policy_1_tower_1_split* T0* _output_shapes :* out_type02 Shapet strided_slice/stackConst* _output_shapes :* dtype0* value B :2 strided_slice/stackx strided_slice/stack_1Const* _output_shapes :* dtype0* value B :2 strided_slice/stack_1x strided_slice/stack_2Const* _output_shapes :* dtype0* value B :2 strided_slice/stack_2Ž strided_slice StridedSliceShape:output:0strided_slice/stack:output:0strided_slice/stack_1:output:0strided_slice/stack_2:output:0* Index0* T0* _output_shapes :* begin_mask* ellipsis_mask* end_mask* new_axis_mask* shrink_axis_mask2 strided_slice_ zeros/Less/yConst* _output_shapes :* dtype0* value B:č2 zeros/Less/yp zeros/LessLessstrided_slice:output:0zeros/Less/y:output:0* T0* _output_shapes :2 zeros/Lessv zeros/packedPackstrided_slice:output:0* N* T0* _output_shapes :* axis2 zeros/packed_ zeros/ConstConst* _output_shapes :* dtype0* value B *2 zeros/Constƒ zerosFillzeros/packed:output:0zeros/Const:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* index_type02 zeros^ IdentityIdentityzeros:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 Identity| Identity_1Identity$shape_default_policy_1_tower_1_split* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 Identity_1" identityIdentity:output:0"! identity_1Identity_1:output:0*_ _input_shapesN L: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙ í Ô -__inference__get_tf_exploration_action_op_284 explore  cond_default_policy_add cond_default_policy_split cond_default_policy_exp cond_default_policy_split_1 identity identity_1‘ cond StatelessIfexplorecond_default_policy_addcond_default_policy_splitcond_default_policy_expcond_default_policy_split_1* Tcond0 * Tin 2* Tout 2* _lower_using_switch_merge(*6 _output_shapes$ ":  ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙*! else_branchR cond_false_230*5 output_shapes$ ":  ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙* then_branchR cond_true_2292 condg cond/IdentityIdentity cond:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 cond/Identityo cond/Identity_1Identity cond:output:1* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 cond/Identity_1l IdentityIdentitycond/Identity_1:output:0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 Identityj Identity_1Identitycond/Identity:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 Identity_1" identityIdentity:output:0"! identity_1Identity_1:output:0*a _input_shapesP N:: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙:'# ! _user_specified_name explore † § cond_true_229 sub_default_policy_add sub_default_policy_split truediv_default_policy_exp sum_1_default_policy_split identity identity_1u subSubsub_default_policy_addsub_default_policy_split* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 subt truedivRealDivsub:z:0truediv_default_policy_exp* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 truedivY SquareSquare truediv:z:0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 Squarep Sum/reduction_indicesConst* _output_shapes :* dtype0* value B:2 Sum/reduction_indicesˆ SumSum Square:y:0Sum/reduction_indices:output:0* T0* Tidx0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* keep_dims(2 SumS mul/xConst* _output_shapes :* dtype0* value B *ż2 mul/x] mulMulmul/x:output:0 Sum:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 muld ShapeShapesub_default_policy_add* T0* _output_shapes :* out_type02 Shapet strided_slice/stackConst* _output_shapes :* dtype0* value B :2 strided_slice/stackx strided_slice/stack_1Const* _output_shapes :* dtype0* value B :2 strided_slice/stack_1x strided_slice/stack_2Const* _output_shapes :* dtype0* value B :2 strided_slice/stack_2Ž strided_slice StridedSliceShape:output:0strided_slice/stack:output:0strided_slice/stack_1:output:0strided_slice/stack_2:output:0* Index0* T0* _output_shapes :* begin_mask* ellipsis_mask* end_mask* new_axis_mask* shrink_axis_mask2 strided_slicer ToFloatCaststrided_slice:output:0* DstT0* SrcT0* Truncate(* _output_shapes :2 ToFloatW mul_1/xConst* _output_shapes :* dtype0* value B *Ž?k?2 mul_1/xU mul_1Mulmul_1/x:output:0 ToFloat:y:0* T0* _output_shapes :2 mul_1W sub_1Submul:z:0 mul_1:z:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 sub_1t Sum_1/reduction_indicesConst* _output_shapes :* dtype0* value B:2 Sum_1/reduction_indicesž Sum_1Sumsum_1_default_policy_split Sum_1/reduction_indices:output:0* T0* Tidx0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* keep_dims(2 Sum_1^ sub_2Sub sub_1:z:0Sum_1:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 sub_2Y IdentityIdentity sub_2:z:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 Identityn Identity_1Identitysub_default_policy_add* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 Identity_1" identityIdentity:output:0"! identity_1Identity_1:output:0*_ _input_shapesN L: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙ ° ő .__inference__get_tf_exploration_action_op_1530 explore # cond_default_policy_1_tower_add% !cond_default_policy_1_tower_split# cond_default_policy_1_tower_exp' #cond_default_policy_1_tower_split_1 identity identity_1ł cond StatelessIfexplorecond_default_policy_1_tower_add!cond_default_policy_1_tower_splitcond_default_policy_1_tower_exp#cond_default_policy_1_tower_split_1* Tcond0 * Tin 2* Tout 2* _lower_using_switch_merge(*6 _output_shapes$ ":  ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙*" else_branchR cond_false_1476*5 output_shapes$ ":  ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙*! then_branchR cond_true_14752 condg cond/IdentityIdentity cond:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 cond/Identityo cond/Identity_1Identity cond:output:1* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 cond/Identity_1l IdentityIdentitycond/Identity_1:output:0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 Identityj Identity_1Identitycond/Identity:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 Identity_1" identityIdentity:output:0"! identity_1Identity_1:output:0*a _input_shapesP N:: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙:'# ! _user_specified_name explore Ř Č cond_true_1475" sub_default_policy_1_tower_add$ sub_default_policy_1_tower_split& "truediv_default_policy_1_tower_exp& "sum_1_default_policy_1_tower_split identity identity_1… subSubsub_default_policy_1_tower_add sub_default_policy_1_tower_split* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 sub| truedivRealDivsub:z:0"truediv_default_policy_1_tower_exp* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 truedivY SquareSquare truediv:z:0* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 Squarep Sum/reduction_indicesConst* _output_shapes :* dtype0* value B:2 Sum/reduction_indicesˆ SumSum Square:y:0Sum/reduction_indices:output:0* T0* Tidx0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* keep_dims(2 SumS mul/xConst* _output_shapes :* dtype0* value B *ż2 mul/x] mulMulmul/x:output:0 Sum:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 mull ShapeShapesub_default_policy_1_tower_add* T0* _output_shapes :* out_type02 Shapet strided_slice/stackConst* _output_shapes :* dtype0* value B :2 strided_slice/stackx strided_slice/stack_1Const* _output_shapes :* dtype0* value B :2 strided_slice/stack_1x strided_slice/stack_2Const* _output_shapes :* dtype0* value B :2 strided_slice/stack_2Ž strided_slice StridedSliceShape:output:0strided_slice/stack:output:0strided_slice/stack_1:output:0strided_slice/stack_2:output:0* Index0* T0* _output_shapes :* begin_mask* ellipsis_mask* end_mask* new_axis_mask* shrink_axis_mask2 strided_slicer ToFloatCaststrided_slice:output:0* DstT0* SrcT0* Truncate(* _output_shapes :2 ToFloatW mul_1/xConst* _output_shapes :* dtype0* value B *Ž?k?2 mul_1/xU mul_1Mulmul_1/x:output:0 ToFloat:y:0* T0* _output_shapes :2 mul_1W sub_1Submul:z:0 mul_1:z:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 sub_1t Sum_1/reduction_indicesConst* _output_shapes :* dtype0* value B:2 Sum_1/reduction_indicesŚ Sum_1Sum"sum_1_default_policy_1_tower_split Sum_1/reduction_indices:output:0* T0* Tidx0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙* keep_dims(2 Sum_1^ sub_2Sub sub_1:z:0Sum_1:output:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 sub_2Y IdentityIdentity sub_2:z:0* T0*# _output_shapes :  ˙˙˙˙˙˙˙˙˙2 Identityv Identity_1Identitysub_default_policy_1_tower_add* T0*' _output_shapes : ˙˙˙˙˙˙˙˙˙2 Identity_1" identityIdentity:output:0"! identity_1Identity_1:output:0*_ _input_shapesN L: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙: ˙˙˙˙˙˙˙˙˙"Ż < save/Const:0save/Identity:0save/restore_all (5@F8"ř cond_contextçä Ž save/cond/cond_textsave/cond/pred_id:0save/cond/switch_t:0 *j save/cond/Const:0 save/cond/pred_id:0 save/cond/switch_t:0* save/cond/pred_id:0save/cond/pred_id:0 ° save/cond/cond_text_1save/cond/pred_id:0save/cond/switch_f:0*l save/cond/Const_1:0 save/cond/pred_id:0 save/cond/switch_f:0* save/cond/pred_id:0save/cond/pred_id:0"Ź global_stepœ™ – default_policy/global_step:0!default_policy/global_step/Assign!default_policy/global_step/read:02.default_policy/global_step/Initializer/zeros:0H"v train_opj h default_policy/Adam default_policy_1/tower/Adam default_policy_1/tower_1/Adam default_policy_1/Adam"‹ trainable_variablesóđ ´ default_policy/conv1/kernel:0"default_policy/conv1/kernel/Assign1default_policy/conv1/kernel/Read/ReadVariableOp:0(28default_policy/conv1/kernel/Initializer/random_uniform:08 Ł default_policy/conv1/bias:0 default_policy/conv1/bias/Assign/default_policy/conv1/bias/Read/ReadVariableOp:0(2-default_policy/conv1/bias/Initializer/zeros:08 ´ default_policy/conv2/kernel:0"default_policy/conv2/kernel/Assign1default_policy/conv2/kernel/Read/ReadVariableOp:0(28default_policy/conv2/kernel/Initializer/random_uniform:08 Ł default_policy/conv2/bias:0 default_policy/conv2/bias/Assign/default_policy/conv2/bias/Read/ReadVariableOp:0(2-default_policy/conv2/bias/Initializer/zeros:08 ´ 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default_policy/PartitionedCall:0 ˙˙˙˙˙˙˙˙˙C behaviour_logits/ default_policy/Squeeze:0 ˙˙˙˙˙˙˙˙˙7 vf_preds+ default_policy/Reshape:0  ˙˙˙˙˙˙˙˙˙tensorflow/serving/predict