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Unable to convert simple cnn to .dlc format
snehakumari357
Join Date: 17 Sep 18
Posts: 1
Posted: Mon, 2018-09-17 04:00
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Hi,

I was trying to convert a simple neural network into .dlc format,

The network has two inputs input, pose_input and output_node0

The network layer is as followed:

Name of the node - input
Name of the node - pose_input
Name of the node - batch_normalization_1/gamma
Name of the node - batch_normalization_1/gamma/read
Name of the node - batch_normalization_1/beta
Name of the node - batch_normalization_1/beta/read
Name of the node - batch_normalization_1/moving_mean
Name of the node - batch_normalization_1/moving_mean/read
Name of the node - batch_normalization_1/moving_variance
Name of the node - batch_normalization_1/moving_variance/read
Name of the node - batch_normalization_1/batchnorm/add/y
Name of the node - batch_normalization_1/batchnorm/add
Name of the node - batch_normalization_1/batchnorm/Rsqrt
Name of the node - batch_normalization_1/batchnorm/mul
Name of the node - batch_normalization_1/batchnorm/mul_1
Name of the node - batch_normalization_1/batchnorm/mul_2
Name of the node - batch_normalization_1/batchnorm/sub
Name of the node - batch_normalization_1/batchnorm/add_1
Name of the node - conv2d_1/kernel
Name of the node - conv2d_1/kernel/read
Name of the node - conv2d_1/convolution
Name of the node - batch_normalization_2/gamma
Name of the node - batch_normalization_2/gamma/read
Name of the node - batch_normalization_2/beta
Name of the node - batch_normalization_2/beta/read
Name of the node - batch_normalization_2/moving_mean
Name of the node - batch_normalization_2/moving_mean/read
Name of the node - batch_normalization_2/moving_variance
Name of the node - batch_normalization_2/moving_variance/read
Name of the node - batch_normalization_2/batchnorm/add/y
Name of the node - batch_normalization_2/batchnorm/add
Name of the node - batch_normalization_2/batchnorm/Rsqrt
Name of the node - batch_normalization_2/batchnorm/mul
Name of the node - batch_normalization_2/batchnorm/mul_1
Name of the node - batch_normalization_2/batchnorm/mul_2
Name of the node - batch_normalization_2/batchnorm/sub
Name of the node - batch_normalization_2/batchnorm/add_1
Name of the node - activation_1/Relu
Name of the node - max_pooling2d_1/MaxPool
Name of the node - conv2d_2/kernel
Name of the node - conv2d_2/kernel/read
Name of the node - conv2d_2/convolution
Name of the node - batch_normalization_3/gamma
Name of the node - batch_normalization_3/gamma/read
Name of the node - batch_normalization_3/beta
Name of the node - batch_normalization_3/beta/read
Name of the node - batch_normalization_3/moving_mean
Name of the node - batch_normalization_3/moving_mean/read
Name of the node - batch_normalization_3/moving_variance
Name of the node - batch_normalization_3/moving_variance/read
Name of the node - batch_normalization_3/batchnorm/add/y
Name of the node - batch_normalization_3/batchnorm/add
Name of the node - batch_normalization_3/batchnorm/Rsqrt
Name of the node - batch_normalization_3/batchnorm/mul
Name of the node - batch_normalization_3/batchnorm/mul_1
Name of the node - batch_normalization_3/batchnorm/mul_2
Name of the node - batch_normalization_3/batchnorm/sub
Name of the node - batch_normalization_3/batchnorm/add_1
Name of the node - activation_2/Relu
Name of the node - max_pooling2d_2/MaxPool
Name of the node - flatten_1/Shape
Name of the node - flatten_1/strided_slice/stack
Name of the node - flatten_1/strided_slice/stack_1
Name of the node - flatten_1/strided_slice/stack_2
Name of the node - flatten_1/strided_slice
Name of the node - flatten_1/Const
Name of the node - flatten_1/Prod
Name of the node - flatten_1/stack/0
Name of the node - flatten_1/stack
Name of the node - flatten_1/Reshape
Name of the node - dense_1/kernel
Name of the node - dense_1/kernel/read
Name of the node - dense_1/MatMul
Name of the node - batch_normalization_4/gamma
Name of the node - batch_normalization_4/gamma/read
Name of the node - batch_normalization_4/beta
Name of the node - batch_normalization_4/beta/read
Name of the node - batch_normalization_4/moving_mean
Name of the node - batch_normalization_4/moving_mean/read
Name of the node - batch_normalization_4/moving_variance
Name of the node - batch_normalization_4/moving_variance/read
Name of the node - batch_normalization_4/batchnorm_1/add/y
Name of the node - batch_normalization_4/batchnorm_1/add
Name of the node - batch_normalization_4/batchnorm_1/Rsqrt
Name of the node - batch_normalization_4/batchnorm_1/mul
Name of the node - batch_normalization_4/batchnorm_1/mul_1
Name of the node - batch_normalization_4/batchnorm_1/mul_2
Name of the node - batch_normalization_4/batchnorm_1/sub
Name of the node - batch_normalization_4/batchnorm_1/add_1
Name of the node - activation_3/Relu
Name of the node - out_drop/Identity
Name of the node - batch_normalization_5/gamma
Name of the node - batch_normalization_5/gamma/read
Name of the node - batch_normalization_5/beta
Name of the node - batch_normalization_5/beta/read
Name of the node - batch_normalization_5/moving_mean
Name of the node - batch_normalization_5/moving_mean/read
Name of the node - batch_normalization_5/moving_variance
Name of the node - batch_normalization_5/moving_variance/read
Name of the node - batch_normalization_5/batchnorm_1/add/y
Name of the node - batch_normalization_5/batchnorm_1/add
Name of the node - batch_normalization_5/batchnorm_1/Rsqrt
Name of the node - batch_normalization_5/batchnorm_1/mul
Name of the node - batch_normalization_5/batchnorm_1/mul_1
Name of the node - batch_normalization_5/batchnorm_1/mul_2
Name of the node - batch_normalization_5/batchnorm_1/sub
Name of the node - batch_normalization_5/batchnorm_1/add_1
Name of the node - concatenate_1/concat/axis
Name of the node - concatenate_1/concat
Name of the node - output/kernel
Name of the node - output/kernel/read
Name of the node - output/bias
Name of the node - output/bias/read
Name of the node - output/MatMul
Name of the node - output/BiasAdd
Name of the node - output_node0
 
I used following command to run the tensorflow to dlc converter:
 snpe-tensorflow-to-dlc --graph gaze_snpe_bn4.pb -i input 1,36,60,1 -i pose_input 1,2 --out_node output_node0 --dlc gaze_detect.dlc --allow_unconsumed_nodes --verbose
 
But i am getting following error:
 
2018-09-14 11:10:19,008 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(input)
2018-09-14 11:10:19,008 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(input) [Placeholder])
2018-09-14 11:10:19,008 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(pose_input)
2018-09-14 11:10:19,008 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(pose_input) [Placeholder])
2018-09-14 11:10:19,008 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_1)
2018-09-14 11:10:19,008 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/gamma) [Const])
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/beta) [Const])
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/moving_mean) [Const])
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/moving_variance) [Const])
2018-09-14 11:10:19,009 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_1/gamma)
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/gamma/read) [Identity])
2018-09-14 11:10:19,009 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_1/beta)
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/beta/read) [Identity])
2018-09-14 11:10:19,009 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_1/moving_mean)
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/moving_mean/read) [Identity])
2018-09-14 11:10:19,009 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_1/moving_variance)
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/moving_variance/read) [Identity])
2018-09-14 11:10:19,009 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_1/batchnorm/add)
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/batchnorm/add/y) [Const])
2018-09-14 11:10:19,009 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_1/batchnorm)
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/batchnorm/add) [Add])
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/batchnorm/Rsqrt) [Rsqrt])
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/batchnorm/mul) [Mul])
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/batchnorm/mul_1) [Mul])
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/batchnorm/mul_2) [Mul])
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/batchnorm/sub) [Sub])
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_1/batchnorm/add_1) [Add])
2018-09-14 11:10:19,009 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(conv2d_1)
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(conv2d_1/kernel) [Const])
2018-09-14 11:10:19,009 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(conv2d_1/convolution) [Conv2D])
2018-09-14 11:10:19,010 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(conv2d_1/kernel)
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(conv2d_1/kernel/read) [Identity])
2018-09-14 11:10:19,010 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_2)
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/gamma) [Const])
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/beta) [Const])
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/moving_mean) [Const])
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/moving_variance) [Const])
2018-09-14 11:10:19,010 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_2/gamma)
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/gamma/read) [Identity])
2018-09-14 11:10:19,010 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_2/beta)
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/beta/read) [Identity])
2018-09-14 11:10:19,010 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_2/moving_mean)
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/moving_mean/read) [Identity])
2018-09-14 11:10:19,010 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_2/moving_variance)
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/moving_variance/read) [Identity])
2018-09-14 11:10:19,010 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_2/batchnorm/add)
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/batchnorm/add/y) [Const])
2018-09-14 11:10:19,010 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_2/batchnorm)
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/batchnorm/add) [Add])
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/batchnorm/Rsqrt) [Rsqrt])
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/batchnorm/mul) [Mul])
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/batchnorm/mul_1) [Mul])
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/batchnorm/mul_2) [Mul])
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/batchnorm/sub) [Sub])
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_2/batchnorm/add_1) [Add])
2018-09-14 11:10:19,010 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(activation_1)
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(activation_1/Relu) [Relu])
2018-09-14 11:10:19,010 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(max_pooling2d_1)
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(max_pooling2d_1/MaxPool) [MaxPool])
2018-09-14 11:10:19,010 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(conv2d_2)
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(conv2d_2/kernel) [Const])
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(conv2d_2/convolution) [Conv2D])
2018-09-14 11:10:19,010 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(conv2d_2/kernel)
2018-09-14 11:10:19,010 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(conv2d_2/kernel/read) [Identity])
2018-09-14 11:10:19,011 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_3)
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/gamma) [Const])
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/beta) [Const])
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/moving_mean) [Const])
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/moving_variance) [Const])
2018-09-14 11:10:19,011 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_3/gamma)
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/gamma/read) [Identity])
2018-09-14 11:10:19,011 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_3/beta)
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/beta/read) [Identity])
2018-09-14 11:10:19,011 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_3/moving_mean)
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/moving_mean/read) [Identity])
2018-09-14 11:10:19,011 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_3/moving_variance)
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/moving_variance/read) [Identity])
2018-09-14 11:10:19,011 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_3/batchnorm/add)
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/batchnorm/add/y) [Const])
2018-09-14 11:10:19,011 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_3/batchnorm)
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/batchnorm/add) [Add])
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/batchnorm/Rsqrt) [Rsqrt])
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/batchnorm/mul) [Mul])
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/batchnorm/mul_1) [Mul])
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/batchnorm/mul_2) [Mul])
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/batchnorm/sub) [Sub])
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_3/batchnorm/add_1) [Add])
2018-09-14 11:10:19,011 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(activation_2)
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(activation_2/Relu) [Relu])
2018-09-14 11:10:19,011 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(max_pooling2d_2)
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(max_pooling2d_2/MaxPool) [MaxPool])
2018-09-14 11:10:19,011 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(flatten_1)
2018-09-14 11:10:19,011 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(flatten_1/Shape) [Shape])
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(flatten_1/strided_slice) [StridedSlice])
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(flatten_1/Const) [Const])
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(flatten_1/Prod) [Prod])
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(flatten_1/stack) [Pack])
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(flatten_1/Reshape) [Reshape])
2018-09-14 11:10:19,012 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(flatten_1/strided_slice)
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(flatten_1/strided_slice/stack) [Const])
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(flatten_1/strided_slice/stack_1) [Const])
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(flatten_1/strided_slice/stack_2) [Const])
2018-09-14 11:10:19,012 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(flatten_1/stack)
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(flatten_1/stack/0) [Const])
2018-09-14 11:10:19,012 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(dense_1)
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(dense_1/kernel) [Const])
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(dense_1/MatMul) [MatMul])
2018-09-14 11:10:19,012 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(dense_1/kernel)
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(dense_1/kernel/read) [Identity])
2018-09-14 11:10:19,012 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_4)
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/gamma) [Const])
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/beta) [Const])
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/moving_mean) [Const])
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/moving_variance) [Const])
2018-09-14 11:10:19,012 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_4/gamma)
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/gamma/read) [Identity])
2018-09-14 11:10:19,012 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_4/beta)
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/beta/read) [Identity])
2018-09-14 11:10:19,012 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_4/moving_mean)
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/moving_mean/read) [Identity])
2018-09-14 11:10:19,012 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_4/moving_variance)
2018-09-14 11:10:19,012 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/moving_variance/read) [Identity])
2018-09-14 11:10:19,012 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_4/batchnorm_1/add)
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/batchnorm_1/add/y) [Const])
2018-09-14 11:10:19,013 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_4/batchnorm_1)
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/batchnorm_1/add) [Add])
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/batchnorm_1/Rsqrt) [Rsqrt])
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/batchnorm_1/mul) [Mul])
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/batchnorm_1/mul_1) [Mul])
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/batchnorm_1/mul_2) [Mul])
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/batchnorm_1/sub) [Sub])
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_4/batchnorm_1/add_1) [Add])
2018-09-14 11:10:19,013 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(activation_3)
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(activation_3/Relu) [Relu])
2018-09-14 11:10:19,013 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(out_drop)
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(out_drop/Identity) [Identity])
2018-09-14 11:10:19,013 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_5)
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/gamma) [Const])
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/beta) [Const])
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/moving_mean) [Const])
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/moving_variance) [Const])
2018-09-14 11:10:19,013 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_5/gamma)
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/gamma/read) [Identity])
2018-09-14 11:10:19,013 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_5/beta)
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/beta/read) [Identity])
2018-09-14 11:10:19,013 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_5/moving_mean)
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/moving_mean/read) [Identity])
2018-09-14 11:10:19,013 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_5/moving_variance)
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/moving_variance/read) [Identity])
2018-09-14 11:10:19,013 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_5/batchnorm_1/add)
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/batchnorm_1/add/y) [Const])
2018-09-14 11:10:19,013 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(batch_normalization_5/batchnorm_1)
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/batchnorm_1/add) [Add])
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/batchnorm_1/Rsqrt) [Rsqrt])
2018-09-14 11:10:19,013 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/batchnorm_1/mul) [Mul])
2018-09-14 11:10:19,014 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/batchnorm_1/mul_1) [Mul])
2018-09-14 11:10:19,014 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/batchnorm_1/mul_2) [Mul])
2018-09-14 11:10:19,014 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/batchnorm_1/sub) [Sub])
2018-09-14 11:10:19,014 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(batch_normalization_5/batchnorm_1/add_1) [Add])
2018-09-14 11:10:19,014 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(concatenate_1/concat)
2018-09-14 11:10:19,014 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(concatenate_1/concat/axis) [Const])
2018-09-14 11:10:19,014 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(concatenate_1)
2018-09-14 11:10:19,014 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(concatenate_1/concat) [ConcatV2])
2018-09-14 11:10:19,014 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(output)
2018-09-14 11:10:19,014 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(output/kernel) [Const])
2018-09-14 11:10:19,014 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(output/bias) [Const])
2018-09-14 11:10:19,014 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(output/MatMul) [MatMul])
2018-09-14 11:10:19,014 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(output/BiasAdd) [BiasAdd])
2018-09-14 11:10:19,014 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(output/kernel)
2018-09-14 11:10:19,014 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(output/kernel/read) [Identity])
2018-09-14 11:10:19,014 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(output/bias)
2018-09-14 11:10:19,014 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(output/bias/read) [Identity])
2018-09-14 11:10:19,014 - 87 - DEBUG - DEBUG_TF_SCOPE_PRINT: Scope(output_node0)
2018-09-14 11:10:19,014 - 89 - DEBUG - DEBUG_TF_OP_NAME_TYPE_PRINT: Operation(output_node0) [Identity])
2018-09-14 11:10:19,091 - 290 - INFO - INFO_ALL_BUILDING_NETWORK: 
==============================================================
Building Network
==============================================================
2018-09-14 11:10:19,091 - 313 - INFO - INFO_TF_BUILDING_INPUT_LAYER: Building layer (INPUT) with node: input, shape [1, 36, 60, 1]
2018-09-14 11:10:19,091 - 313 - INFO - INFO_TF_BUILDING_INPUT_LAYER: Building layer (INPUT) with node: pose_input, shape [1, 2]
2018-09-14 11:10:19,140 - 471 - INFO - INFO_ALL_BUILDING_LAYER_W_NODES: Building layer (BatchNormalization) with nodes: [u'batch_normalization_5/batchnorm_1/add', u'batch_normalization_5/batchnorm_1/Rsqrt', u'batch_normalization_5/batchnorm_1/mul', u'batch_normalization_5/batchnorm_1/mul_1', u'batch_normalization_5/batchnorm_1/mul_2', u'batch_normalization_5/batchnorm_1/sub', u'batch_normalization_5/batchnorm_1/add_1', u'batch_normalization_5/gamma/read', u'batch_normalization_5/moving_mean/read', u'batch_normalization_5/beta/read', u'batch_normalization_5/moving_variance/read', u'batch_normalization_5/batchnorm_1/add/y']
2018-09-14 11:10:19,140 - 471 - INFO - INFO_ALL_BUILDING_LAYER_W_NODES: Building layer (BatchNormalization) with nodes: [u'batch_normalization_4/batchnorm_1/add', u'batch_normalization_4/batchnorm_1/Rsqrt', u'batch_normalization_4/batchnorm_1/mul', u'batch_normalization_4/batchnorm_1/mul_1', u'batch_normalization_4/batchnorm_1/mul_2', u'batch_normalization_4/batchnorm_1/sub', u'batch_normalization_4/batchnorm_1/add_1', u'batch_normalization_4/gamma/read', u'batch_normalization_4/moving_mean/read', u'batch_normalization_4/beta/read', u'batch_normalization_4/moving_variance/read', u'batch_normalization_4/batchnorm_1/add/y']
2018-09-14 11:10:19,140 - 106 - ERROR - Conversion failed: ERROR_TF_LAYER_NO_INPUT_FOUND: BatchNormalization layer batch_normalization_4/batchnorm_1/mul_1 requires at least one input layer.
 

I am not able get why i am getting this error, please help to resolve this?

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