keras-team/keras · error · ValueError

First dim of `coordinates` must be the same as the rank of `

Error message

First dim of `coordinates` must be the same as the rank of `inputs`. Received inputs with shape: {tuple(input_shape.to_shape())} and coordinate leading dim of {coords_shape[0].get_length()}

What it means

Error "First dim of `coordinates` must be the same as the rank of `inputs`. Received inputs with shape: {tuple(input_shape.to_shape())} and coordinate leading dim of {coords_shape[0].get_length()}" thrown in keras-team/keras.

Source

Thrown at keras/src/backend/openvino/image.py:1295

        raise ValueError(
            "Invalid value for argument `order`. Expected one of "
            f"[0, 1]. Received: order={order}"
        )

    inputs = convert_to_tensor(inputs)
    coordinates = convert_to_tensor(coordinates)
    inputs_ov = get_ov_output(inputs)
    coords_ov = get_ov_output(coordinates)
    input_shape = inputs_ov.get_partial_shape()
    ndim = input_shape.rank.get_length()
    coords_shape = coords_ov.get_partial_shape()
    if coords_shape.rank.is_static and coords_shape.rank.get_length() < 2:
        raise ValueError(
            "Invalid coordinates rank: expected at least rank 2."
            f" Received input with shape: {tuple(coords_shape.to_shape())}"
        )
    if coords_shape[0].is_static and coords_shape[0].get_length() != ndim:
        raise ValueError(
            "First dim of `coordinates` must be the same as the rank of "
            "`inputs`. "
            f"Received inputs with shape: {tuple(input_shape.to_shape())} and "
            f"coordinate leading dim of {coords_shape[0].get_length()}"
        )
    ov_type = inputs_ov.get_element_type()

    # Coordinates must be float for arithmetic
    coords_ov = ov_opset.convert(coords_ov, Type.f32).output(0)

    # Split coordinates into per-dimension tensors, each shape [*output_shape]
    axis_0 = ov_opset.constant(0, dtype=Type.i32).output(0)
    coord_list = [
        ov_opset.gather(
            coords_ov,
            ov_opset.constant(i, dtype=Type.i32).output(0),
            axis_0,
        ).output(0)

View on GitHub (pinned to 7a34a03db6)

When it happens

Trigger: Thrown at keras/src/backend/openvino/image.py:1295 when the library encounters an invalid state.

Common situations: See trigger scenarios.

AI-assisted analysis of keras-team/keras@7a34a03db6 (2026-08-25). Data as JSON: /api/errors/53e3df7f821e0448. Report an issue: GitHub.