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=bias_shape).astype(dtype)
    c_np = tvm.topi.testing.conv2d_transpose_nchw_python(
        a_np, w_np, stride, padding, output_padding, groups
    ).astype(dtype)
    return a_np, w_np, b_np, c_np