keras-team/keras · error · ValueError

You cannot pass both `shape` and `batch_shape` at the same t

Error message

You cannot pass both `shape` and `batch_shape` at the same time.

What it means

Error "You cannot pass both `shape` and `batch_shape` at the same time." thrown in keras-team/keras.

Source

Thrown at keras/src/layers/core/input_layer.py:79

                    "When providing the `input_tensor` argument, you "
                    "cannot provide an incompatible `batch_shape` argument."
                )
            if dtype is not None and input_tensor.dtype != dtype:
                raise ValueError(
                    "When providing the `input_tensor` argument, you "
                    "cannot provide an incompatible `dtype` argument."
                )
            if sparse is not None and input_tensor.sparse != sparse:
                raise ValueError(
                    "When providing the `input_tensor` argument, you "
                    "cannot provide an incompatible `sparse` argument."
                )
            batch_shape = input_tensor.shape
            dtype = input_tensor.dtype
            sparse = input_tensor.sparse
        else:
            if shape is not None and batch_shape is not None:
                raise ValueError(
                    "You cannot pass both `shape` and `batch_shape` at the "
                    "same time."
                )
            if batch_size is not None and batch_shape is not None:
                raise ValueError(
                    "You cannot pass both `batch_size` and `batch_shape` "
                    "at the same time."
                )
            if shape is None and batch_shape is None:
                raise ValueError("You must pass a `shape` argument.")

            if shape is not None:
                shape = backend.standardize_shape(shape)
                batch_shape = (batch_size,) + shape

        self._batch_shape = backend.standardize_shape(batch_shape)
        self._dtype = backend.standardize_dtype(dtype)
        self.sparse = bool(sparse)

View on GitHub (pinned to 7a34a03db6)

When it happens

Trigger: Thrown at keras/src/layers/core/input_layer.py:79 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/c7796fb5ff56014b. Report an issue: GitHub.