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Add op in tensorflow causing compilation error?

I am trying to build a model using the inverted residual block here: https://github.com/keras-team/keras-applications/blob/master/keras_applications/mobilenet_v2.py#L458. I commented out the BN layers since the Keras version seems to cause some problem in mvNCCompile, but even without BN layers I still get an error from mvNCCompile saying that "[Error 5] Toolkit Error: Stage Details Not Supported: Top Not Found block_2_add/Add"

I exported the pbtxt file of my model and here is the description of this node:

node {
name: "block_2_add/Add"
op: "Add"
input: "block_1_project/convolution"
input: "block_2_project/convolution"
attr {
key: "T"
value {
type: DT_FLOAT
}
}
}

It looks like it is just a normal Add op which adds up two conv layers' outputs... Any idea what may cause this error?

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