import tensorflow as tf
import numpy as np
with tf.device("CPU"): # also can be triggerred on GPU
  input = np.ones([1, 0, 2, 1])
  filter = np.ones([1, 1, 1, 1])
  strides = ([1, 1, 1, 1])
  padding = "EXPLICIT"
  explicit paddings = [0 , 0, 1, 1, 1, 1, 0, 0]
  data format = "NHWC"
  res = tf.raw ops.Conv2D(
    input=input,
    filter=filter,
    strides=strides,
    padding=padding,
    explicit paddings=explicit paddings,
    data format=data format,
 )