def METHOD_NAME():
    a_np = np.random.uniform(size=a_shape).astype(dtype)
    w_np = np.random.uniform(size=w_shape).astype(dtype)
    b_np = np.random.uniform(size=b_shape).astype(dtype)
    dw_np = tvm.topi.testing.dilate_python(w_np, (dilation, dilation, 1, 1))
    c1_np = tvm.topi.testing.conv2d_hwcn_python(a_np, dw_np, stride, padding)
    c2_np = c1_np + b_np
    c3_np = np.maximum(c2_np, 0)
    return a_np, w_np, b_np, c1_np, c2_np, c3_np