Source code for mlprodict.onnxrt.ops_cpu.op_einsum

# -*- encoding: utf-8 -*-
# pylint: disable=E0203,E1101,C0111
"""
Runtime operator.


:githublink:`%|py|7`
"""
import numpy
from ._op import OpRun
from ..shape_object import ShapeObject



[docs]class Einsum(OpRun):

    atts = {'equation': ''}
    python_inputs = ['*inputs']


[docs]    def __init__(self, onnx_node, desc=None, **options):
        OpRun.__init__(self, onnx_node, desc=desc,
                       expected_attributes=Einsum.atts,
                       **options)



[docs]    def _run(self, *args):  # pylint: disable=W0221
        return (numpy.einsum(self.equation, *args), )



[docs]    def _infer_shapes(self, *args):  # pylint: disable=W0221
        return (ShapeObject.einsum_shape(self.equation, *args), )



[docs]    def _infer_type(self, *args):
        return ShapeObject._infer_merged_type(*args)



[docs]    def to_python(self, inputs):
        return "import numpy", "return numpy.einsum(equation, *inputs)"