Transposed 2D Convolution Layer

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Transposed 2D Convolution Layer

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I have been trying to compile a network with transposed 2D convolution layer but no luck so far. I have tried both tf.layers.conv2d_transpose and tf.nn.conv2d_transpose APIs. My code trains well and I can create a meta file but when I try to compile via

mvNCCompile inference.meta -in input -on output -o inference.graph

I get this error:

tensorflow.python.framework.errors_impl.InvalidArgumentError: You must feed a value for placeholder tensor 'input' with dtype float and shape [?,784]

[[node input (defined at /usr/local/bin/ncsdk/Controllers/TensorFlowParser.py:213) = Placeholder[dtype=DT_FLOAT, shape=[?,784], _device="/job:localhost/replica:0/task:0/device:CPU:0"]()]]

My OS is Ubuntu 16.04

Tensorflow-GPU Version: 1.9.0

Keras: 2.2.4

I can share my files I required. I would really appreciate if you could guide me what is the problem.

Umer

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