keras-team/keras · error · ValueError

Expected a to have rank 2. Received: a.shape={a.shape}

Error message

Expected a to have rank 2. Received: a.shape={a.shape}

What it means

Error "Expected a to have rank 2. Received: a.shape={a.shape}" thrown in keras-team/keras.

Source

Thrown at keras/src/ops/linalg.py:628

def _svd(x, full_matrices=True, compute_uv=True):
    x = backend.convert_to_tensor(x)
    _assert_2d(x)
    return backend.linalg.svd(x, full_matrices, compute_uv)


class Lstsq(Operation):
    def __init__(self, rcond=None, *, name=None):
        super().__init__(name=name)
        self.rcond = rcond

    def call(self, a, b):
        return backend.linalg.lstsq(a, b, rcond=self.rcond)

    def compute_output_spec(self, a, b):
        if len(a.shape) != 2:
            raise ValueError(
                f"Expected a to have rank 2. Received: a.shape={a.shape}"
            )
        if len(b.shape) not in (1, 2):
            raise ValueError(
                f"Expected b to have rank 1 or 2. Received: b.shape={b.shape}"
            )
        m, n = a.shape
        if b.shape[0] != m:
            raise ValueError(
                "Expected b.shape[0] to be equal to "
                "a.shape[0]. Received: "
                f"a.shape={a.shape}, b.shape={b.shape}"
            )
        if len(b.shape) == 2:
            k = b.shape[1]
            x = KerasTensor((n, k), dtype=a.dtype)
        else:
            x = KerasTensor((n,), dtype=a.dtype)

View on GitHub (pinned to 7a34a03db6)

When it happens

Trigger: Thrown at keras/src/ops/linalg.py:628 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/c4fd8b292616bb36. Report an issue: GitHub.