[NNVM][FRONTEND] How to handle reshaping to NHWC data format


#1

I’m trying to fix the current reshape problem in the keras frontend, but not yet succeeded.
This is the testcase I cannot pass.

def test_forward_reshape():
    data = keras.layers.Input(shape=(32,32,3))
    x = keras.layers.Reshape(target_shape=(32,32,3))(data)
    x = keras.layers.GlobalAveragePooling2D()(x)
    keras_model = keras.models.Model(data, x)
    verify_keras_frontend(keras_model)

The problem is that the target_shape parameter in Reshape is in HWC format but the input tensor is in (N)CHW format.

Is there a good way to solve this problem?

My ongoing work is here: