Thanks!, I forgot to add that I did the `ConvertLayout` pass before to 
transform into NCHW:
```
 mod, params =\
        relay.frontend.from_tflite(tflite_model,
                                   shape_dict={input_name: dshape},
                                   dtype_dict={input_name: input_type})
    if layout == "NCHW":
        logging.warning("Applying NHWC to NCHW transformation")
        # This is the transformation pass
        seq = tvm.transform.Sequential([
            relay.transform.RemoveUnusedFunctions(),
            relay.transform.ConvertLayout(layout)
        ])
        mod = seq(mod)
        logging.warning("NHWC to NCHW transformation done")
```





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