blob: 63fb324c443feaf7f670d90bc00314103cd4f29a (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
|
# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
# SPDX-License-Identifier: Apache-2.0
"""Common module.
This module contains common interfaces/classess shared across
core module.
"""
from __future__ import annotations
from abc import ABC
from abc import abstractmethod
from enum import auto
from enum import Flag
from typing import Any
# This type is used as type alias for the items which are being passed around
# in advisor workflow. There are no restrictions on the type of the
# object. This alias used only to emphasize the nature of the input/output
# arguments.
DataItem = Any
class AdviceCategory(Flag):
"""Advice category.
Enumeration of advice categories supported by ML Inference Advisor.
"""
OPERATORS = auto()
PERFORMANCE = auto()
OPTIMIZATION = auto()
ALL = OPERATORS | PERFORMANCE | OPTIMIZATION
@classmethod
def from_string(cls, value: str) -> AdviceCategory:
"""Resolve enum value from string value."""
category_names = [item.name for item in AdviceCategory]
if not value or value.upper() not in category_names:
raise Exception(f"Invalid advice category {value}")
return AdviceCategory[value.upper()]
class NamedEntity(ABC):
"""Entity with a name and description."""
@classmethod
@abstractmethod
def name(cls) -> str:
"""Return name of the entity."""
|