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How to change layers in pretrained model in Mxnet

I have a pre-trained Mxnet model. I need to change last two layers and add new two layers for testing. Basically, I need to create a probability map of the image. How can i do that ?

There is a tutorial on fine-tuning with MXNet. Did you check this out? http://mxnet.incubator.apache.org/faq/finetune.html

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