add.py

# SPDX-License-Identifier: Apache-2.0

import numpy as np

import onnx

from ..base import Base
from . import expect


class Add(Base):
    @staticmethod
    def export() -> None:
        node = onnx.helper.make_node(
            "Add",
            inputs=["x", "y"],
            outputs=["sum"],
        )

        x = np.random.randn(3, 4, 5).astype(np.float32)
        y = np.random.randn(3, 4, 5).astype(np.float32)
        expect(node, inputs=[x, y], outputs=[x + y], name="test_add")

    @staticmethod
    def export_add_uint8() -> None:
        node = onnx.helper.make_node(
            "Add",
            inputs=["x", "y"],
            outputs=["sum"],
        )

        x = np.random.randint(24, size=(3, 4, 5), dtype=np.uint8)
        y = np.random.randint(24, size=(3, 4, 5), dtype=np.uint8)
        expect(node, inputs=[x, y], outputs=[x + y], name="test_add_uint8")

    @staticmethod
    def export_add_broadcast() -> None:
        node = onnx.helper.make_node(
            "Add",
            inputs=["x", "y"],
            outputs=["sum"],
        )

        x = np.random.randn(3, 4, 5).astype(np.float32)
        y = np.random.randn(5).astype(np.float32)
        expect(node, inputs=[x, y], outputs=[x + y], name="test_add_bcast")