Created by: JepsonWong

API/OP (Conv2D) error message enhancement.

• check the input's type is Variable

import paddle.fluid as fluid
from paddle.fluid.dygraph import nn
import numpy as np

images = np.ones([2, 3, 5, 5], dtype='float32')
conv2d = nn.Conv2D(
    num_channels=3, num_filters=3, filter_size=[2, 2])
conv2d_ret1 = conv2d(images)

# TypeError: The type of 'input' in Conv2D must be <class 'paddle.fluid.framework.Variable'>, but received <type 'numpy.ndarray'>

• check the input's dtype is in ['float16', 'float32', 'float64']

import paddle.fluid as fluid
from paddle.fluid.dygraph import nn
import numpy as np

images = fluid.layers.data(
    name='pixel', shape=[3, 5, 5], dtype='int32')
conv2d = nn.Conv2D(
    num_channels=3, num_filters=3, filter_size=[2, 2])
conv2d_ret2 = conv2d(images)
TypeError: The data type of 'input' in Conv2D must be ['float16', 'float32', 'float64'], but received int32.