Ї  D AddV2 x"T y"T z"T" Ttype: 2  E AssignAddVariableOp resource value"dtype" dtypetype B AssignVariableOp resource value"dtype" dtypetype R BroadcastGradientArgs s0"T s1"T r0"T r1"T" Ttype0: 2 N Cast x"SrcT y"DstT" SrcTtype" DstTtype" Truncatebool( 8 Const output"dtype" valuetensor" dtypetype A FloorDiv x"T y"T z"T" Ttype: 2  . Identity input"T output"T" Ttype > Maximum x"T y"T z"T" Ttype: 2    Mean input"T reduction_indices"Tidx output"T" keep_dimsbool(" Ttype: 2 " Tidxtype0: 2 e MergeV2Checkpoints checkpoint_prefixes destination_prefix" delete_old_dirsbool( ? Mul x"T y"T z"T" Ttype: 2   NoOp M Pack values"T*N output"T" Nint(0" Ttype" axisint  PartitionedCall args2Tin output2Tout" Tin list(type)(" Tout list(type)(" ffunc" configstring" config_protostring" executor_typestring C Placeholder output"dtype" dtypetype" shapeshape:  Prod input"T reduction_indices"Tidx output"T" keep_dimsbool(" Ttype: 2 " Tidxtype0: 2 @ ReadVariableOp resource value"dtype" dtypetype @ RealDiv x"T y"T z"T" Ttype: 2  [ Reshape tensor"T shape"Tshape output"T" Ttype" Tshapetype0: 2 } ResourceApplyGradientDescent var alpha"T delta"T" Ttype: 2 " use_lockingbool( o RestoreV2 prefix tensor_names shape_and_slices tensors2dtypes" dtypes list(type)(0 l SaveV2 prefix tensor_names shape_and_slices tensors2dtypes" dtypes list(type)(0 ? Select condition  t"T e"T output"T" Ttype P Shape input"T output"out_type" Ttype" out_typetype0: 2 H ShardedFilename basename shard num_shards filename 3 Square x"T y"T" Ttype: 2    StatefulPartitionedCall args2Tin output2Tout" Tin list(type)(" Tout list(type)(" ffunc" configstring" config_protostring" executor_typestring @ StaticRegexFullMatch input output " patternstring N StringJoin inputs*N output" Nint(0" separatorstring < Sub x"T y"T z"T" Ttype: 2   Sum input"T reduction_indices"Tidx output"T" keep_dimsbool(" Ttype: 2 " Tidxtype0: 2 c Tile input"T multiples" Tmultiples output"T" Ttype" Tmultiplestype0: 2  VarHandleOp resource" containerstring" shared_namestring" dtypetype" shapeshape"# allowed_devices list(string) "serve*2.5.02v2.5.0-rc3-213-ga4dfb8d1a718 Z w VarHandleOp* _output_shapes :* dtype0* shape:* shared_namew S w/Read/ReadVariableOpReadVariableOpw* _output_shapes :* dtype0 Z b VarHandleOp* _output_shapes :* dtype0* shape:* shared_nameb S b/Read/ReadVariableOpReadVariableOpb* _output_shapes :* dtype0 d SGD/iter VarHandleOp* _output_shapes :* dtype0 * shape:* shared_name SGD/iter ] SGD/iter/Read/ReadVariableOpReadVariableOpSGD/iter* _output_shapes :* dtype0 f SGD/decay VarHandleOp* _output_shapes :* dtype0* shape:* shared_name  SGD/decay _ SGD/decay/Read/ReadVariableOpReadVariableOp SGD/decay* _output_shapes :* dtype0 v SGD/learning_rate VarHandleOp* _output_shapes :* dtype0* shape:*" shared_nameSGD/learning_rate o %SGD/learning_rate/Read/ReadVariableOpReadVariableOpSGD/learning_rate* _output_shapes :* dtype0 l SGD/momentum VarHandleOp* _output_shapes :* dtype0* shape:* shared_name SGD/momentum e SGD/momentum/Read/ReadVariableOpReadVariableOp SGD/momentum* _output_shapes :* dtype0 NoOpNoOp  ConstConst" /device:CPU:0* _output_shapes :* dtype0* valueBB - w b  optimizer  signatures 31 VARIABLE_VALUEww/.ATTRIBUTES/VARIABLE_VALUE 31 VARIABLE_VALUEbb/.ATTRIBUTES/VARIABLE_VALUE 6 iter decay  learning_rate momentum GE VARIABLE_VALUESGD/iter)optimizer/iter/.ATTRIBUTES/VARIABLE_VALUE IG VARIABLE_VALUE SGD/decay*optimizer/decay/.ATTRIBUTES/VARIABLE_VALUE YW VARIABLE_VALUESGD/learning_rate2optimizer/learning_rate/.ATTRIBUTES/VARIABLE_VALUE OM VARIABLE_VALUE SGD/momentum-optimizer/momentum/.ATTRIBUTES/VARIABLE_VALUE  StatefulPartitionedCallStatefulPartitionedCallb* Tin 2* Tout 2* _collective_manager_ids * _output_shapes :*# _read_only_resource_inputs *- config_proto  CPU  GPU2J8** f%R# !__inference_signature_wrapper_229 b train_x Placeholder*# _output_shapes :  * dtype0* shape:   b train_y Placeholder*# _output_shapes :  * dtype0* shape:    StatefulPartitionedCall_1StatefulPartitionedCalltrain_xtrain_ywbSGD/learning_rate SGD/momentumSGD/iter* Tin 2* Tout 2* _collective_manager_ids * _output_shapes :*$ _read_only_resource_inputs *- config_proto  CPU  GPU2J8** f%R# !__inference_signature_wrapper_213  StatefulPartitionedCall_2StatefulPartitionedCallw* Tin 2* Tout 2* _collective_manager_ids * _output_shapes :*# _read_only_resource_inputs *- config_proto  CPU  GPU2J8** f%R# !__inference_signature_wrapper_221 O saver_filename Placeholder* _output_shapes :* dtype0* shape:  StatefulPartitionedCall_3StatefulPartitionedCallsaver_filenamew/Read/ReadVariableOpb/Read/ReadVariableOpSGD/iter/Read/ReadVariableOpSGD/decay/Read/ReadVariableOp%SGD/learning_rate/Read/ReadVariableOp SGD/momentum/Read/ReadVariableOpConst* Tin 2 * Tout 2* _collective_manager_ids * _output_shapes :* _read_only_resource_inputs *- config_proto  CPU  GPU2J8*% f R __inference__traced_save_390  StatefulPartitionedCall_4StatefulPartitionedCallsaver_filenamewbSGD/iter SGD/decaySGD/learning_rate SGD/momentum* Tin 2* Tout 2* _collective_manager_ids * _output_shapes :* _read_only_resource_inputs *- config_proto  CPU  GPU2J8*( f#R! __inference__traced_restore_418Ǻ  ` __inference_get_b_195% readvariableop_resource: identityReadVariableOpt ReadVariableOpReadVariableOpreadvariableop_resource* _output_shapes :* dtype02 ReadVariableOpn IdentityIdentityReadVariableOp:value:0^ReadVariableOp* T0* _output_shapes :2 Identity" identityIdentity:output:0*( _construction_context kEagerRuntime* _input_shapes :2 ReadVariableOpReadVariableOp   __inference___call___29 x% readvariableop_resource:) add_readvariableop_resource: identityReadVariableOpadd/ReadVariableOpt ReadVariableOpReadVariableOpreadvariableop_resource* _output_shapes :* dtype02 ReadVariableOpZ mulMulReadVariableOp:value:0x* T0*# _output_shapes :  2 mul add/ReadVariableOpReadVariableOpadd_readvariableop_resource* _output_shapes :* dtype02 add/ReadVariableOpf addAddV2mul:z:0add/ReadVariableOp:value:0* T0*# _output_shapes :  2 add} IdentityIdentityadd:z:0^ReadVariableOp^add/ReadVariableOp* T0*# _output_shapes :  2 Identity" identityIdentity:output:0*( _construction_context kEagerRuntime*& _input_shapes :  ::2 ReadVariableOpReadVariableOp2( add/ReadVariableOpadd/ReadVariableOp:FB # _output_shapes :    _user_specified_namex   %__inference___backward___call___64_94 placeholder gradients_add_grad_shape_mul1 -gradients_add_grad_shape_1_add_readvariableop+ 'gradients_mul_grad_shape_readvariableop gradients_mul_grad_shape_1_x identity identity_1 identity_2q gradients/grad_ys_0Identity placeholder* T0*# _output_shapes :  2 gradients/grad_ys_0 gradients/add_grad/ShapeShapegradients_add_grad_shape_mul* T0* _output_shapes :2 gradients/add_grad/Shape gradients/add_grad/Shape_1Shape-gradients_add_grad_shape_1_add_readvariableop* T0* _output_shapes :2 gradients/add_grad/Shape_1 (gradients/add_grad/BroadcastGradientArgsBroadcastGradientArgs!gradients/add_grad/Shape:output:0#gradients/add_grad/Shape_1:output:0*2 _output_shapes :  :  2* (gradients/add_grad/BroadcastGradientArgs gradients/add_grad/SumSumgradients/grad_ys_0:output:0-gradients/add_grad/BroadcastGradientArgs:r0:0* T0* _output_shapes :2 gradients/add_grad/Sum gradients/add_grad/ReshapeReshapegradients/add_grad/Sum:output:0!gradients/add_grad/Shape:output:0* T0*# _output_shapes :  2 gradients/add_grad/Reshape gradients/add_grad/Sum_1Sumgradients/grad_ys_0:output:0-gradients/add_grad/BroadcastGradientArgs:r1:0* T0* _output_shapes :2 gradients/add_grad/Sum_1 gradients/add_grad/Reshape_1Reshape!gradients/add_grad/Sum_1:output:0#gradients/add_grad/Shape_1:output:0* T0* _output_shapes :2 gradients/add_grad/Reshape_1 gradients/mul_grad/ShapeShape'gradients_mul_grad_shape_readvariableop* T0* _output_shapes :2 gradients/mul_grad/Shape gradients/mul_grad/Shape_1Shapegradients_mul_grad_shape_1_x* T0* _output_shapes :2 gradients/mul_grad/Shape_1 (gradients/mul_grad/BroadcastGradientArgsBroadcastGradientArgs!gradients/mul_grad/Shape:output:0#gradients/mul_grad/Shape_1:output:0*2 _output_shapes :  :  2* (gradients/mul_grad/BroadcastGradientArgs gradients/mul_grad/MulMul#gradients/add_grad/Reshape:output:0gradients_mul_grad_shape_1_x* T0*# _output_shapes :  2 gradients/mul_grad/Mul gradients/mul_grad/SumSumgradients/mul_grad/Mul:z:0-gradients/mul_grad/BroadcastGradientArgs:r0:0* T0* _output_shapes :2 gradients/mul_grad/Sum gradients/mul_grad/ReshapeReshapegradients/mul_grad/Sum:output:0!gradients/mul_grad/Shape:output:0* T0* _output_shapes :2 gradients/mul_grad/Reshape gradients/mul_grad/Mul_1Mul'gradients_mul_grad_shape_readvariableop#gradients/add_grad/Reshape:output:0* T0*# _output_shapes :  2 gradients/mul_grad/Mul_1 gradients/mul_grad/Sum_1Sumgradients/mul_grad/Mul_1:z:0-gradients/mul_grad/BroadcastGradientArgs:r1:0* T0* _output_shapes :2 gradients/mul_grad/Sum_1 gradients/mul_grad/Reshape_1Reshape!gradients/mul_grad/Sum_1:output:0#gradients/mul_grad/Shape_1:output:0* T0*# _output_shapes :  2 gradients/mul_grad/Reshape_1u IdentityIdentity%gradients/mul_grad/Reshape_1:output:0* T0*# _output_shapes :  2 Identityn Identity_1Identity#gradients/mul_grad/Reshape:output:0* T0* _output_shapes :2 Identity_1p Identity_2Identity%gradients/add_grad/Reshape_1:output:0* T0* _output_shapes :2 Identity_2" identityIdentity:output:0"! identity_1Identity_1:output:0"! identity_2Identity_2:output:0*( _construction_context kEagerRuntime*L _input_shapes; 9:  :  :::  *0 forward_function_name__forward___call___93:)% # _output_shapes :  :)% # _output_shapes :  :   _output_shapes ::   _output_shapes ::)% # _output_shapes :    e !__inference_signature_wrapper_221 unknown: identityStatefulPartitionedCall StatefulPartitionedCallStatefulPartitionedCallunknown* Tin 2* Tout 2* _collective_manager_ids * _output_shapes :*# _read_only_resource_inputs *- config_proto  CPU  GPU2J8* fR __inference_get_w_1892 StatefulPartitionedCall IdentityIdentity StatefulPartitionedCall:output:0^StatefulPartitionedCall* T0* _output_shapes :2 Identity" identityIdentity:output:0*( _construction_context kEagerRuntime* _input_shapes :22 StatefulPartitionedCallStatefulPartitionedCall  __forward___call___326 x_0% readvariableop_resource:) add_readvariableop_resource: identity mul add_readvariableop readvariableop xReadVariableOpadd/ReadVariableOpt ReadVariableOpReadVariableOpreadvariableop_resource* _output_shapes :* dtype02 ReadVariableOp9 mul_0MulReadVariableOp:value:0x_0* T02 mul add/ReadVariableOpReadVariableOpadd_readvariableop_resource* _output_shapes :* dtype02 add/ReadVariableOph addAddV2 mul_0:z:0add/ReadVariableOp:value:0* T0*# _output_shapes :  2 add} IdentityIdentityadd:z:0^ReadVariableOp^add/ReadVariableOp* T0*# _output_shapes :  2 Identity"0 add_readvariableopadd/ReadVariableOp:value:0" identityIdentity:output:0" mul mul_0:z:0"( readvariableopReadVariableOp:value:0" xx_0*( _construction_context kEagerRuntime*& _input_shapes :  ::*C backward_function_name)'__inference___backward___call___297_3272 ReadVariableOpReadVariableOp2( add/ReadVariableOpadd/ReadVariableOp:FB # _output_shapes :    _user_specified_namex  ` __inference_get_b_244% readvariableop_resource: identityReadVariableOpt ReadVariableOpReadVariableOpreadvariableop_resource* _output_shapes :* dtype02 ReadVariableOpn IdentityIdentityReadVariableOp:value:0^ReadVariableOp* T0* _output_shapes :2 Identity" identityIdentity:output:0*( _construction_context kEagerRuntime* _input_shapes :2 ReadVariableOpReadVariableOp  ` __inference_get_w_249% readvariableop_resource: identityReadVariableOpt ReadVariableOpReadVariableOpreadvariableop_resource* _output_shapes :* dtype02 ReadVariableOpn IdentityIdentityReadVariableOp:value:0^ReadVariableOp* T0* _output_shapes :2 Identity" identityIdentity:output:0*( _construction_context kEagerRuntime* _input_shapes :2 ReadVariableOpReadVariableOp   __inference__traced_save_390 file_prefix savev2_w_read_readvariableop savev2_b_read_readvariableop' #savev2_sgd_iter_read_readvariableop ( $savev2_sgd_decay_read_readvariableop0 ,savev2_sgd_learning_rate_read_readvariableop+ 'savev2_sgd_momentum_read_readvariableop savev2_const identity_1MergeV2Checkpoints StaticRegexFullMatchStaticRegexFullMatch file_prefix" /device:CPU:** _output_shapes :* pattern ^s3://.*2 StaticRegexFullMatchc ConstConst" /device:CPU:** _output_shapes :* dtype0* value B B.part2 Constl Const_1Const" /device:CPU:** _output_shapes :* dtype0* valueBB _temp/part2 Const_1 SelectSelectStaticRegexFullMatch:output:0Const:output:0Const_1:output:0" /device:CPU:** T0* _output_shapes :2 Selectt StringJoin StringJoin file_prefixSelect:output:0" /device:CPU:** N* _output_shapes :2 StringJoinZ num_shardsConst* _output_shapes :* dtype0* value B:2 num_shards ShardedFilename/shardConst" /device:CPU:0* _output_shapes :* dtype0* value B:2 ShardedFilename/shard ShardedFilenameShardedFilenameStringJoin:output:0ShardedFilename/shard:output:0num_shards:output:0" /device:CPU:0* _output_shapes :2 ShardedFilename SaveV2/tensor_namesConst" /device:CPU:0* _output_shapes :* dtype0* valueBBw/.ATTRIBUTES/VARIABLE_VALUEBb/.ATTRIBUTES/VARIABLE_VALUEB)optimizer/iter/.ATTRIBUTES/VARIABLE_VALUEB*optimizer/decay/.ATTRIBUTES/VARIABLE_VALUEB2optimizer/learning_rate/.ATTRIBUTES/VARIABLE_VALUEB-optimizer/momentum/.ATTRIBUTES/VARIABLE_VALUEB_CHECKPOINTABLE_OBJECT_GRAPH2 SaveV2/tensor_names SaveV2/shape_and_slicesConst" /device:CPU:0* _output_shapes :* dtype0*! valueBBBBBBBB2 SaveV2/shape_and_slices SaveV2SaveV2ShardedFilename:filename:0SaveV2/tensor_names:output:0 SaveV2/shape_and_slices:output:0savev2_w_read_readvariableopsavev2_b_read_readvariableop#savev2_sgd_iter_read_readvariableop$savev2_sgd_decay_read_readvariableop,savev2_sgd_learning_rate_read_readvariableop'savev2_sgd_momentum_read_readvariableop savev2_const" /device:CPU:0* _output_shapes * dtypes 2 2 SaveV2 &MergeV2Checkpoints/checkpoint_prefixesPackShardedFilename:filename:0^SaveV2" /device:CPU:0* N* T0* _output_shapes :2( &MergeV2Checkpoints/checkpoint_prefixes MergeV2CheckpointsMergeV2Checkpoints/MergeV2Checkpoints/checkpoint_prefixes:output:0 file_prefix" /device:CPU:0* _output_shapes 2 MergeV2Checkpointsr IdentityIdentity file_prefix^MergeV2Checkpoints" /device:CPU:0* T0* _output_shapes :2 Identitym Identity_1IdentityIdentity:output:0^MergeV2Checkpoints* T0* _output_shapes :2 Identity_1"! identity_1Identity_1:output:0*+ _input_shapes ::::::::2( MergeV2CheckpointsMergeV2Checkpoints:C?  _output_shapes : % _user_specified_name  file_prefix:   _output_shapes ::   _output_shapes ::  _output_shapes ::  _output_shapes ::  _output_shapes ::  _output_shapes ::  _output_shapes :  __forward___call___93 x_0% readvariableop_resource:) add_readvariableop_resource: identity mul add_readvariableop readvariableop xReadVariableOpadd/ReadVariableOpt ReadVariableOpReadVariableOpreadvariableop_resource* _output_shapes :* dtype02 ReadVariableOp9 mul_0MulReadVariableOp:value:0x_0* T02 mul add/ReadVariableOpReadVariableOpadd_readvariableop_resource* _output_shapes :* dtype02 add/ReadVariableOph addAddV2 mul_0:z:0add/ReadVariableOp:value:0* T0*# _output_shapes :  2 add} IdentityIdentityadd:z:0^ReadVariableOp^add/ReadVariableOp* T0*# _output_shapes :  2 Identity"0 add_readvariableopadd/ReadVariableOp:value:0" identityIdentity:output:0" mul mul_0:z:0"( readvariableopReadVariableOp:value:0" xx_0*( _construction_context kEagerRuntime*& _input_shapes :  ::*A backward_function_name'%__inference___backward___call___64_942 ReadVariableOpReadVariableOp2( add/ReadVariableOpadd/ReadVariableOp:FB # _output_shapes :    _user_specified_namex <  __inference_train_183 x y unknown: unknown_0:* sgd_cast_readvariableop_resource:, "sgd_cast_1_readvariableop_resource:. $sgd_sgd_assignaddvariableop_resource:  identitySGD/Cast/ReadVariableOpSGD/Cast_1/ReadVariableOpSGD/SGD/AssignAddVariableOp+SGD/SGD/update/ResourceApplyGradientDescent-SGD/SGD/update_1/ResourceApplyGradientDescentStatefulPartitionedCall StatefulPartitionedCallStatefulPartitionedCallxunknown unknown_0* Tin 2* Tout 2* _collective_manager_ids *M _output_shapes; 9:  :  :::  *$ _read_only_resource_inputs *- config_proto  CPU  GPU2J8* fR __forward___call___932 StatefulPartitionedCalld subSub StatefulPartitionedCall:output:0y* T0*# _output_shapes :  2 subQ SquareSquaresub:z:0* T0*# _output_shapes :  2 SquareX ConstConst* _output_shapes :* dtype0* value B :2 ConstQ MeanMean Square:y:0Const:output:0* T0* _output_shapes :2 MeanQ onesConst* _output_shapes :* dtype0* value B *?2 ones gradient_tape/Reshape/shapeConst* _output_shapes :* dtype0* value B :2 gradient_tape/Reshape/shape gradient_tape/ReshapeReshape ones:output:0$gradient_tape/Reshape/shape:output:0* T0* _output_shapes :2 gradient_tape/Reshaped gradient_tape/ShapeShape Square:y:0* T0* _output_shapes :2 gradient_tape/Shape gradient_tape/TileTilegradient_tape/Reshape:output:0gradient_tape/Shape:output:0* T0*# _output_shapes :  2 gradient_tape/Tileh gradient_tape/Shape_1Shape Square:y:0* T0* _output_shapes :2 gradient_tape/Shape_1q gradient_tape/Shape_2Const* _output_shapes :* dtype0* valueB2 gradient_tape/Shape_2t gradient_tape/ConstConst* _output_shapes :* dtype0* value B :2 gradient_tape/Const gradient_tape/ProdProdgradient_tape/Shape_1:output:0gradient_tape/Const:output:0* T0* _output_shapes :2 gradient_tape/Prodx gradient_tape/Const_1Const* _output_shapes :* dtype0* value B :2 gradient_tape/Const_1 gradient_tape/Prod_1Prodgradient_tape/Shape_2:output:0gradient_tape/Const_1:output:0* T0* _output_shapes :2 gradient_tape/Prod_1t gradient_tape/Maximum/yConst* _output_shapes :* dtype0* value B:2 gradient_tape/Maximum/y gradient_tape/MaximumMaximumgradient_tape/Prod_1:output:0 gradient_tape/Maximum/y:output:0* T0* _output_shapes :2 gradient_tape/Maximum gradient_tape/floordivFloorDivgradient_tape/Prod:output:0gradient_tape/Maximum:z:0* T0* _output_shapes :2 gradient_tape/floordiv| gradient_tape/CastCastgradient_tape/floordiv:z:0* DstT0* SrcT0* _output_shapes :2 gradient_tape/Cast gradient_tape/truedivRealDivgradient_tape/Tile:output:0gradient_tape/Cast:y:0* T0*# _output_shapes :  2 gradient_tape/truediv gradient_tape/Const_2Const^gradient_tape/truediv* _output_shapes :* dtype0* value B *@2 gradient_tape/Const_2 gradient_tape/MulMulsub:z:0gradient_tape/Const_2:output:0* T0*# _output_shapes :  2 gradient_tape/Mul gradient_tape/Mul_1Mulgradient_tape/truediv:z:0gradient_tape/Mul:z:0* T0*# _output_shapes :  2 gradient_tape/Mul_1 gradient_tape/sub/ShapeShape StatefulPartitionedCall:output:0* T0* _output_shapes :2 gradient_tape/sub/Shapeg gradient_tape/sub/Shape_1Shapey* T0* _output_shapes :2 gradient_tape/sub/Shape_1 'gradient_tape/sub/BroadcastGradientArgsBroadcastGradientArgs gradient_tape/sub/Shape:output:0"gradient_tape/sub/Shape_1:output:0*2 _output_shapes :  :  2) 'gradient_tape/sub/BroadcastGradientArgs gradient_tape/sub/SumSumgradient_tape/Mul_1:z:0,gradient_tape/sub/BroadcastGradientArgs:r0:0* T0* _output_shapes :2 gradient_tape/sub/Sum gradient_tape/sub/ReshapeReshapegradient_tape/sub/Sum:output:0 gradient_tape/sub/Shape:output:0* T0*# _output_shapes :  2 gradient_tape/sub/Reshape PartitionedCallPartitionedCall"gradient_tape/sub/Reshape:output:0 StatefulPartitionedCall:output:1 StatefulPartitionedCall:output:2 StatefulPartitionedCall:output:3 StatefulPartitionedCall:output:4* Tin 2* Tout 2* _collective_manager_ids */ _output_shapes :  ::* _read_only_resource_inputs *- config_proto  CPU  GPU2J8*. f)R' %__inference___backward___call___64_942 PartitionedCall SGD/Cast/ReadVariableOpReadVariableOp sgd_cast_readvariableop_resource* _output_shapes :* dtype02 SGD/Cast/ReadVariableOp SGD/IdentityIdentitySGD/Cast/ReadVariableOp:value:0",/job:localhost/replica:0/task:0/device:CPU:0* T0* _output_shapes :2 SGD/Identity SGD/Cast_1/ReadVariableOpReadVariableOp"sgd_cast_1_readvariableop_resource* _output_shapes :* dtype02 SGD/Cast_1/ReadVariableOp SGD/Identity_1Identity!SGD/Cast_1/ReadVariableOp:value:0",/job:localhost/replica:0/task:0/device:CPU:0* T0* _output_shapes :2 SGD/Identity_1 +SGD/SGD/update/ResourceApplyGradientDescentResourceApplyGradientDescent unknown_0SGD/Identity:output:0PartitionedCall:output:2^StatefulPartitionedCall",/job:localhost/replica:0/task:0/device:CPU:0* T0* _class loc:@133* _output_shapes * use_locking(2- +SGD/SGD/update/ResourceApplyGradientDescent -SGD/SGD/update_1/ResourceApplyGradientDescentResourceApplyGradientDescentunknownSGD/Identity:output:0PartitionedCall:output:1^StatefulPartitionedCall",/job:localhost/replica:0/task:0/device:CPU:0* T0* _class loc:@131* _output_shapes * use_locking(2/ -SGD/SGD/update_1/ResourceApplyGradientDescent SGD/SGD/group_depsNoOp,^SGD/SGD/update/ResourceApplyGradientDescent.^SGD/SGD/update_1/ResourceApplyGradientDescent",/job:localhost/replica:0/task:0/device:CPU:0* _output_shapes 2 SGD/SGD/group_depsu SGD/SGD/ConstConst^SGD/SGD/group_deps* _output_shapes :* dtype0 * value B R2 SGD/SGD/Const SGD/SGD/AssignAddVariableOpAssignAddVariableOp$sgd_sgd_assignaddvariableop_resourceSGD/SGD/Const:output:0* _output_shapes * dtype0 2 SGD/SGD/AssignAddVariableOp IdentityIdentity Mean:output:0^SGD/Cast/ReadVariableOp^SGD/Cast_1/ReadVariableOp^SGD/SGD/AssignAddVariableOp,^SGD/SGD/update/ResourceApplyGradientDescent.^SGD/SGD/update_1/ResourceApplyGradientDescent^StatefulPartitionedCall* T0* _output_shapes :2 Identity" identityIdentity:output:0*( _construction_context kEagerRuntime*; _input_shapes* (:  :  :::::22 SGD/Cast/ReadVariableOpSGD/Cast/ReadVariableOp26 SGD/Cast_1/ReadVariableOpSGD/Cast_1/ReadVariableOp2: SGD/SGD/AssignAddVariableOpSGD/SGD/AssignAddVariableOp2Z +SGD/SGD/update/ResourceApplyGradientDescent+SGD/SGD/update/ResourceApplyGradientDescent2^ -SGD/SGD/update_1/ResourceApplyGradientDescent-SGD/SGD/update_1/ResourceApplyGradientDescent22 StatefulPartitionedCallStatefulPartitionedCall:FB # _output_shapes :    _user_specified_namex:FB # _output_shapes :    _user_specified_namey   !__inference_signature_wrapper_213 x y unknown: unknown_0: unknown_1: unknown_2: unknown_3:  identityStatefulPartitionedCall StatefulPartitionedCallStatefulPartitionedCallxyunknown unknown_0 unknown_1 unknown_2 unknown_3* Tin 2* Tout 2* _collective_manager_ids * _output_shapes :*$ _read_only_resource_inputs *- config_proto  CPU  GPU2J8* fR __inference_train_1832 StatefulPartitionedCall} IdentityIdentity StatefulPartitionedCall:output:0^StatefulPartitionedCall* T0* _output_shapes :2 Identity" identityIdentity:output:0*( _construction_context kEagerRuntime*; _input_shapes* (:  :  :::::22 StatefulPartitionedCallStatefulPartitionedCall:FB # _output_shapes :    _user_specified_namex:FB # _output_shapes :    _user_specified_namey   __inference___call___239 x% readvariableop_resource:) add_readvariableop_resource: identityReadVariableOpadd/ReadVariableOpt ReadVariableOpReadVariableOpreadvariableop_resource* _output_shapes :* dtype02 ReadVariableOpZ mulMulReadVariableOp:value:0x* T0*# _output_shapes :  2 mul add/ReadVariableOpReadVariableOpadd_readvariableop_resource* _output_shapes :* dtype02 add/ReadVariableOpf addAddV2mul:z:0add/ReadVariableOp:value:0* T0*# _output_shapes :  2 add} IdentityIdentityadd:z:0^ReadVariableOp^add/ReadVariableOp* T0*# _output_shapes :  2 Identity" identityIdentity:output:0*( _construction_context kEagerRuntime*& _input_shapes :  ::2 ReadVariableOpReadVariableOp2( add/ReadVariableOpadd/ReadVariableOp:FB # _output_shapes :    _user_specified_namex  ` __inference_get_w_189% readvariableop_resource: identityReadVariableOpt ReadVariableOpReadVariableOpreadvariableop_resource* _output_shapes :* dtype02 ReadVariableOpn IdentityIdentityReadVariableOp:value:0^ReadVariableOp* T0* _output_shapes :2 Identity" identityIdentity:output:0*( _construction_context kEagerRuntime* _input_shapes :2 ReadVariableOpReadVariableOp  e !__inference_signature_wrapper_229 unknown: identityStatefulPartitionedCall StatefulPartitionedCallStatefulPartitionedCallunknown* Tin 2* Tout 2* _collective_manager_ids * _output_shapes :*# _read_only_resource_inputs *- config_proto  CPU  GPU2J8* fR __inference_get_b_1952 StatefulPartitionedCall IdentityIdentity StatefulPartitionedCall:output:0^StatefulPartitionedCall* T0* _output_shapes :2 Identity" identityIdentity:output:0*( _construction_context kEagerRuntime* _input_shapes :22 StatefulPartitionedCallStatefulPartitionedCall <  __inference_train_346 x y unknown: unknown_0:* sgd_cast_readvariableop_resource:, "sgd_cast_1_readvariableop_resource:. $sgd_sgd_assignaddvariableop_resource:  identitySGD/Cast/ReadVariableOpSGD/Cast_1/ReadVariableOpSGD/SGD/AssignAddVariableOp+SGD/SGD/update/ResourceApplyGradientDescent-SGD/SGD/update_1/ResourceApplyGradientDescentStatefulPartitionedCall StatefulPartitionedCallStatefulPartitionedCallxunknown unknown_0* Tin 2* Tout 2* _collective_manager_ids *M _output_shapes; 9:  :  :::  *$ _read_only_resource_inputs *- config_proto  CPU  GPU2J8* fR __forward___call___3262 StatefulPartitionedCalld subSub StatefulPartitionedCall:output:0y* T0*# _output_shapes :  2 subQ SquareSquaresub:z:0* T0*# _output_shapes :  2 SquareX ConstConst* _output_shapes :* dtype0* value B :2 ConstQ MeanMean Square:y:0Const:output:0* T0* _output_shapes :2 MeanQ onesConst* _output_shapes :* dtype0* value B *?2 ones gradient_tape/Reshape/shapeConst* _output_shapes :* dtype0* value B :2 gradient_tape/Reshape/shape gradient_tape/ReshapeReshape ones:output:0$gradient_tape/Reshape/shape:output:0* T0* _output_shapes :2 gradient_tape/Reshaped gradient_tape/ShapeShape Square:y:0* T0* _output_shapes :2 gradient_tape/Shape gradient_tape/TileTilegradient_tape/Reshape:output:0gradient_tape/Shape:output:0* T0*# _output_shapes :  2 gradient_tape/Tileh gradient_tape/Shape_1Shape Square:y:0* T0* _output_shapes :2 gradient_tape/Shape_1q gradient_tape/Shape_2Const* _output_shapes :* dtype0* valueB2 gradient_tape/Shape_2t gradient_tape/ConstConst* _output_shapes :* dtype0* value B :2 gradient_tape/Const gradient_tape/ProdProdgradient_tape/Shape_1:output:0gradient_tape/Const:output:0* T0* _output_shapes :2 gradient_tape/Prodx gradient_tape/Const_1Const* _output_shapes :* dtype0* value B :2 gradient_tape/Const_1 gradient_tape/Prod_1Prodgradient_tape/Shape_2:output:0gradient_tape/Const_1:output:0* T0* _output_shapes :2 gradient_tape/Prod_1t gradient_tape/Maximum/yConst* _output_shapes :* dtype0* value B:2 gradient_tape/Maximum/y gradient_tape/MaximumMaximumgradient_tape/Prod_1:output:0 gradient_tape/Maximum/y:output:0* T0* _output_shapes :2 gradient_tape/Maximum gradient_tape/floordivFloorDivgradient_tape/Prod:output:0gradient_tape/Maximum:z:0* T0* _output_shapes :2 gradient_tape/floordiv| gradient_tape/CastCastgradient_tape/floordiv:z:0* DstT0* SrcT0* _output_shapes :2 gradient_tape/Cast gradient_tape/truedivRealDivgradient_tape/Tile:output:0gradient_tape/Cast:y:0* T0*# _output_shapes :  2 gradient_tape/truediv gradient_tape/Const_2Const^gradient_tape/truediv* _output_shapes :* dtype0* value B *@2 gradient_tape/Const_2 gradient_tape/MulMulsub:z:0gradient_tape/Const_2:output:0* T0*# _output_shapes :  2 gradient_tape/Mul gradient_tape/Mul_1Mulgradient_tape/truediv:z:0gradient_tape/Mul:z:0* T0*# _output_shapes :  2 gradient_tape/Mul_1 gradient_tape/sub/ShapeShape StatefulPartitionedCall:output:0* T0* _output_shapes :2 gradient_tape/sub/Shapeg gradient_tape/sub/Shape_1Shapey* T0* _output_shapes :2 gradient_tape/sub/Shape_1 'gradient_tape/sub/BroadcastGradientArgsBroadcastGradientArgs gradient_tape/sub/Shape:output:0"gradient_tape/sub/Shape_1:output:0*2 _output_shapes :  :  2) 'gradient_tape/sub/BroadcastGradientArgs gradient_tape/sub/SumSumgradient_tape/Mul_1:z:0,gradient_tape/sub/BroadcastGradientArgs:r0:0* T0* _output_shapes :2 gradient_tape/sub/Sum gradient_tape/sub/ReshapeReshapegradient_tape/sub/Sum:output:0 gradient_tape/sub/Shape:output:0* T0*# _output_shapes :  2 gradient_tape/sub/Reshape PartitionedCallPartitionedCall"gradient_tape/sub/Reshape:output:0 StatefulPartitionedCall:output:1 StatefulPartitionedCall:output:2 StatefulPartitionedCall:output:3 StatefulPartitionedCall:output:4* Tin 2* Tout 2* _collective_manager_ids */ _output_shapes :  ::* _read_only_resource_inputs *- config_proto  CPU  GPU2J8*0 f+R) '__inference___backward___call___297_3272 PartitionedCall SGD/Cast/ReadVariableOpReadVariableOp sgd_cast_readvariableop_resource* _output_shapes :* dtype02 SGD/Cast/ReadVariableOp SGD/IdentityIdentitySGD/Cast/ReadVariableOp:value:0",/job:localhost/replica:0/task:0/device:CPU:0* T0* _output_shapes :2 SGD/Identity SGD/Cast_1/ReadVariableOpReadVariableOp"sgd_cast_1_readvariableop_resource* _output_shapes :* dtype02 SGD/Cast_1/ReadVariableOp SGD/Identity_1Identity!SGD/Cast_1/ReadVariableOp:value:0",/job:localhost/replica:0/task:0/device:CPU:0* T0* _output_shapes :2 SGD/Identity_1 +SGD/SGD/update/ResourceApplyGradientDescentResourceApplyGradientDescent unknown_0SGD/Identity:output:0PartitionedCall:output:2^StatefulPartitionedCall",/job:localhost/replica:0/task:0/device:CPU:0* T0* _class loc:@265* _output_shapes * use_locking(2- +SGD/SGD/update/ResourceApplyGradientDescent -SGD/SGD/update_1/ResourceApplyGradientDescentResourceApplyGradientDescentunknownSGD/Identity:output:0PartitionedCall:output:1^StatefulPartitionedCall",/job:localhost/replica:0/task:0/device:CPU:0* T0* _class loc:@263* _output_shapes * use_locking(2/ -SGD/SGD/update_1/ResourceApplyGradientDescent SGD/SGD/group_depsNoOp,^SGD/SGD/update/ResourceApplyGradientDescent.^SGD/SGD/update_1/ResourceApplyGradientDescent",/job:localhost/replica:0/task:0/device:CPU:0* _output_shapes 2 SGD/SGD/group_depsu SGD/SGD/ConstConst^SGD/SGD/group_deps* _output_shapes :* dtype0 * value B R2 SGD/SGD/Const SGD/SGD/AssignAddVariableOpAssignAddVariableOp$sgd_sgd_assignaddvariableop_resourceSGD/SGD/Const:output:0* _output_shapes * dtype0 2 SGD/SGD/AssignAddVariableOp IdentityIdentity Mean:output:0^SGD/Cast/ReadVariableOp^SGD/Cast_1/ReadVariableOp^SGD/SGD/AssignAddVariableOp,^SGD/SGD/update/ResourceApplyGradientDescent.^SGD/SGD/update_1/ResourceApplyGradientDescent^StatefulPartitionedCall* T0* _output_shapes :2 Identity" identityIdentity:output:0*( _construction_context kEagerRuntime*; _input_shapes* (:  :  :::::22 SGD/Cast/ReadVariableOpSGD/Cast/ReadVariableOp26 SGD/Cast_1/ReadVariableOpSGD/Cast_1/ReadVariableOp2: SGD/SGD/AssignAddVariableOpSGD/SGD/AssignAddVariableOp2Z +SGD/SGD/update/ResourceApplyGradientDescent+SGD/SGD/update/ResourceApplyGradientDescent2^ -SGD/SGD/update_1/ResourceApplyGradientDescent-SGD/SGD/update_1/ResourceApplyGradientDescent22 StatefulPartitionedCallStatefulPartitionedCall:FB # _output_shapes :    _user_specified_namex:FB # _output_shapes :    _user_specified_namey   __inference___call___262 x% readvariableop_resource:) add_readvariableop_resource: identityReadVariableOpadd/ReadVariableOpt ReadVariableOpReadVariableOpreadvariableop_resource* _output_shapes :* dtype02 ReadVariableOpZ mulMulReadVariableOp:value:0x* T0*# _output_shapes :  2 mul add/ReadVariableOpReadVariableOpadd_readvariableop_resource* _output_shapes :* dtype02 add/ReadVariableOpf addAddV2mul:z:0add/ReadVariableOp:value:0* T0*# _output_shapes :  2 add} IdentityIdentityadd:z:0^ReadVariableOp^add/ReadVariableOp* T0*# _output_shapes :  2 Identity" identityIdentity:output:0*( _construction_context kEagerRuntime*& _input_shapes :  ::2 ReadVariableOpReadVariableOp2( add/ReadVariableOpadd/ReadVariableOp:FB # _output_shapes :    _user_specified_namex   '__inference___backward___call___297_327 placeholder gradients_add_grad_shape_mul1 -gradients_add_grad_shape_1_add_readvariableop+ 'gradients_mul_grad_shape_readvariableop gradients_mul_grad_shape_1_x identity identity_1 identity_2q gradients/grad_ys_0Identity placeholder* T0*# _output_shapes :  2 gradients/grad_ys_0 gradients/add_grad/ShapeShapegradients_add_grad_shape_mul* T0* _output_shapes :2 gradients/add_grad/Shape gradients/add_grad/Shape_1Shape-gradients_add_grad_shape_1_add_readvariableop* T0* _output_shapes :2 gradients/add_grad/Shape_1 (gradients/add_grad/BroadcastGradientArgsBroadcastGradientArgs!gradients/add_grad/Shape:output:0#gradients/add_grad/Shape_1:output:0*2 _output_shapes :  :  2* (gradients/add_grad/BroadcastGradientArgs gradients/add_grad/SumSumgradients/grad_ys_0:output:0-gradients/add_grad/BroadcastGradientArgs:r0:0* T0* _output_shapes :2 gradients/add_grad/Sum gradients/add_grad/ReshapeReshapegradients/add_grad/Sum:output:0!gradients/add_grad/Shape:output:0* T0*# _output_shapes :  2 gradients/add_grad/Reshape gradients/add_grad/Sum_1Sumgradients/grad_ys_0:output:0-gradients/add_grad/BroadcastGradientArgs:r1:0* T0* _output_shapes :2 gradients/add_grad/Sum_1 gradients/add_grad/Reshape_1Reshape!gradients/add_grad/Sum_1:output:0#gradients/add_grad/Shape_1:output:0* T0* _output_shapes :2 gradients/add_grad/Reshape_1 gradients/mul_grad/ShapeShape'gradients_mul_grad_shape_readvariableop* T0* _output_shapes :2 gradients/mul_grad/Shape gradients/mul_grad/Shape_1Shapegradients_mul_grad_shape_1_x* T0* _output_shapes :2 gradients/mul_grad/Shape_1 (gradients/mul_grad/BroadcastGradientArgsBroadcastGradientArgs!gradients/mul_grad/Shape:output:0#gradients/mul_grad/Shape_1:output:0*2 _output_shapes :  :  2* (gradients/mul_grad/BroadcastGradientArgs gradients/mul_grad/MulMul#gradients/add_grad/Reshape:output:0gradients_mul_grad_shape_1_x* T0*# _output_shapes :  2 gradients/mul_grad/Mul gradients/mul_grad/SumSumgradients/mul_grad/Mul:z:0-gradients/mul_grad/BroadcastGradientArgs:r0:0* T0* _output_shapes :2 gradients/mul_grad/Sum gradients/mul_grad/ReshapeReshapegradients/mul_grad/Sum:output:0!gradients/mul_grad/Shape:output:0* T0* _output_shapes :2 gradients/mul_grad/Reshape gradients/mul_grad/Mul_1Mul'gradients_mul_grad_shape_readvariableop#gradients/add_grad/Reshape:output:0* T0*# _output_shapes :  2 gradients/mul_grad/Mul_1 gradients/mul_grad/Sum_1Sumgradients/mul_grad/Mul_1:z:0-gradients/mul_grad/BroadcastGradientArgs:r1:0* T0* _output_shapes :2 gradients/mul_grad/Sum_1 gradients/mul_grad/Reshape_1Reshape!gradients/mul_grad/Sum_1:output:0#gradients/mul_grad/Shape_1:output:0* T0*# _output_shapes :  2 gradients/mul_grad/Reshape_1u IdentityIdentity%gradients/mul_grad/Reshape_1:output:0* T0*# _output_shapes :  2 Identityn Identity_1Identity#gradients/mul_grad/Reshape:output:0* T0* _output_shapes :2 Identity_1p Identity_2Identity%gradients/add_grad/Reshape_1:output:0* T0* _output_shapes :2 Identity_2" identityIdentity:output:0"! identity_1Identity_1:output:0"! identity_2Identity_2:output:0*( _construction_context kEagerRuntime*L _input_shapes; 9:  :  :::  *1 forward_function_name__forward___call___326:)% # _output_shapes :  :)% # _output_shapes :  :   _output_shapes ::   _output_shapes ::)% # _output_shapes :     __inference__traced_restore_418 file_prefix assignvariableop_w:" assignvariableop_1_b:% assignvariableop_2_sgd_iter: & assignvariableop_3_sgd_decay:. $assignvariableop_4_sgd_learning_rate:) assignvariableop_5_sgd_momentum: identity_7AssignVariableOpAssignVariableOp_1AssignVariableOp_2AssignVariableOp_3AssignVariableOp_4AssignVariableOp_5 RestoreV2/tensor_namesConst" /device:CPU:0* _output_shapes :* dtype0* valueBBw/.ATTRIBUTES/VARIABLE_VALUEBb/.ATTRIBUTES/VARIABLE_VALUEB)optimizer/iter/.ATTRIBUTES/VARIABLE_VALUEB*optimizer/decay/.ATTRIBUTES/VARIABLE_VALUEB2optimizer/learning_rate/.ATTRIBUTES/VARIABLE_VALUEB-optimizer/momentum/.ATTRIBUTES/VARIABLE_VALUEB_CHECKPOINTABLE_OBJECT_GRAPH2 RestoreV2/tensor_names RestoreV2/shape_and_slicesConst" /device:CPU:0* _output_shapes :* dtype0*! valueBBBBBBBB2 RestoreV2/shape_and_slices RestoreV2 RestoreV2 file_prefixRestoreV2/tensor_names:output:0#RestoreV2/shape_and_slices:output:0" /device:CPU:0*0 _output_shapes :::::::* dtypes 2 2 RestoreV2g IdentityIdentityRestoreV2:tensors:0" /device:CPU:0* T0* _output_shapes :2 Identity AssignVariableOpAssignVariableOpassignvariableop_wIdentity:output:0" /device:CPU:0* _output_shapes * dtype02 AssignVariableOpk Identity_1IdentityRestoreV2:tensors:1" /device:CPU:0* T0* _output_shapes :2 Identity_1 AssignVariableOp_1AssignVariableOpassignvariableop_1_bIdentity_1:output:0" /device:CPU:0* _output_shapes * dtype02 AssignVariableOp_1k Identity_2IdentityRestoreV2:tensors:2" /device:CPU:0* T0 * _output_shapes :2 Identity_2 AssignVariableOp_2AssignVariableOpassignvariableop_2_sgd_iterIdentity_2:output:0" /device:CPU:0* _output_shapes * dtype0 2 AssignVariableOp_2k Identity_3IdentityRestoreV2:tensors:3" /device:CPU:0* T0* _output_shapes :2 Identity_3 AssignVariableOp_3AssignVariableOpassignvariableop_3_sgd_decayIdentity_3:output:0" /device:CPU:0* _output_shapes * dtype02 AssignVariableOp_3k Identity_4IdentityRestoreV2:tensors:4" /device:CPU:0* T0* _output_shapes :2 Identity_4 AssignVariableOp_4AssignVariableOp$assignvariableop_4_sgd_learning_rateIdentity_4:output:0" /device:CPU:0* _output_shapes * dtype02 AssignVariableOp_4k Identity_5IdentityRestoreV2:tensors:5" /device:CPU:0* T0* _output_shapes :2 Identity_5 AssignVariableOp_5AssignVariableOpassignvariableop_5_sgd_momentumIdentity_5:output:0" /device:CPU:0* _output_shapes * dtype02 AssignVariableOp_59 NoOpNoOp" /device:CPU:0* _output_shapes 2 NoOp Identity_6Identity file_prefix^AssignVariableOp^AssignVariableOp_1^AssignVariableOp_2^AssignVariableOp_3^AssignVariableOp_4^AssignVariableOp_5^NoOp" /device:CPU:0* T0* _output_shapes :2 Identity_6 Identity_7IdentityIdentity_6:output:0^AssignVariableOp^AssignVariableOp_1^AssignVariableOp_2^AssignVariableOp_3^AssignVariableOp_4^AssignVariableOp_5* T0* _output_shapes :2 Identity_7"! identity_7Identity_7:output:0*! _input_shapes :::::::2$ AssignVariableOpAssignVariableOp2( AssignVariableOp_1AssignVariableOp_12( AssignVariableOp_2AssignVariableOp_22( AssignVariableOp_3AssignVariableOp_32( AssignVariableOp_4AssignVariableOp_42( AssignVariableOp_5AssignVariableOp_5:C?  _output_shapes : % _user_specified_name  file_prefix" L saver_filename:0StatefulPartitionedCall_3:0StatefulPartitionedCall_48" saved_model_main_op  NoOp*> __saved_model_init_op%# __saved_model_init_op NoOp*P bK- output# StatefulPartitionedCall:0tensorflow/serving/predict* train ! x train_x:0   ! y train_y:0  ) loss! StatefulPartitionedCall_1:0tensorflow/serving/predict*R wM/ output% StatefulPartitionedCall_2:0tensorflow/serving/predict: z w b  optimizer  signatures  __call__  get_b  get_w  train" _generic_user_object : 2w : 2b I iter decay  learning_rate momentum" optimizer 0  train w b" signature_map : (2SGD/iter :(2 SGD/decay :(2SGD/learning_rate :(2 SGD/momentum 2 __inference___call___239  FullArgSpec args jself jx varargs  varkw  defaults  kwonlyargs kwonlydefaults  annotations* 2 __inference_get_b_244  FullArgSpec args  jself varargs  varkw  defaults  kwonlyargs kwonlydefaults  annotations* 2 __inference_get_w_249  FullArgSpec args  jself varargs  varkw  defaults  kwonlyargs kwonlydefaults  annotations* 2 __inference_train_346  FullArgSpec args jself jx jy varargs  varkw  defaults  kwonlyargs kwonlydefaults  annotations* B !__inference_signature_wrapper_213xy"  FullArgSpec args varargs  varkwjkwargs defaults  kwonlyargs kwonlydefaults  annotations* B !__inference_signature_wrapper_221"  FullArgSpec args varargs  varkwjkwargs defaults  kwonlyargs kwonlydefaults  annotations* B !__inference_signature_wrapper_229"  FullArgSpec args varargs  varkwjkwargs defaults  kwonlyargs kwonlydefaults  annotations* ^ __inference___call___239B&#   x   "  O __inference_get_b_2446   ""  output outputO __inference_get_w_2496   ""  output output !__inference_signature_wrapper_213nIF  ?<  x x    y y  "  loss  loss[ !__inference_signature_wrapper_2216   ""  output output[ !__inference_signature_wrapper_2296   ""  output output} __inference_train_346d?< 52  x    y   "  loss  loss