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
51
52
53
54
55
56
|
# SPDX-FileCopyrightText: Copyright 2022-2023, Arm Limited and/or its affiliates.
# SPDX-License-Identifier: Apache-2.0
"""Tests for Cortex-A reporters."""
from typing import Any
import pytest
from mlia.core.advice_generation import Advice
from mlia.core.reporting import Report
from mlia.nn.tensorflow.tflite_compat import TFLiteCompatibilityInfo
from mlia.nn.tensorflow.tflite_compat import TFLiteCompatibilityStatus
from mlia.nn.tensorflow.tflite_graph import TFL_ACTIVATION_FUNCTION
from mlia.target.cortex_a.config import CortexAConfiguration
from mlia.target.cortex_a.operators import CortexACompatibilityInfo
from mlia.target.cortex_a.operators import Operator
from mlia.target.cortex_a.reporters import cortex_a_formatters
from mlia.target.cortex_a.reporters import report_target
def test_report_target() -> None:
"""Test function report_target()."""
report = report_target(CortexAConfiguration.load_profile("cortex-a"))
assert report.to_plain_text()
@pytest.mark.parametrize(
"data",
(
[Advice(["Sample", "Advice"])],
TFLiteCompatibilityInfo(status=TFLiteCompatibilityStatus.COMPATIBLE),
CortexACompatibilityInfo(
[
Operator(
name="Test",
location="loc",
activation_func=TFL_ACTIVATION_FUNCTION.NONE,
)
],
CortexAConfiguration.load_profile("cortex-a").armnn_tflite_delegate_version,
),
),
)
def test_cortex_a_formatters(data: Any) -> None:
"""Test function cortex_a_formatters() with valid input."""
formatter = cortex_a_formatters(data)
report = formatter(data)
assert isinstance(report, Report)
def test_cortex_a_formatters_invalid_data() -> None:
"""Test cortex_a_formatters() with invalid input."""
with pytest.raises(
Exception,
match=r"^Unable to find appropriate formatter for .*",
):
cortex_a_formatters(12)
|
