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authorDmitrii Agibov <dmitrii.agibov@arm.com>2022-11-18 17:21:09 +0000
committerDmitrii Agibov <dmitrii.agibov@arm.com>2022-11-29 14:44:13 +0000
commit6a88ee5315b4ce5b023370c1e55e48bf9f2b6f67 (patch)
tree88edabf90228724f4fe2944b0ab23859d824a880 /tests/test_target_cortex_a_reporters.py
parenta34163c9d9a5cc0416bcaea2ebf8383bda9d505c (diff)
downloadmlia-6a88ee5315b4ce5b023370c1e55e48bf9f2b6f67.tar.gz
Rename modules
- Rename module "mlia.devices" into "mlia.target" - Rename module "mlia.target.ethosu" into "mlia.target.ethos_u" - Rename module "mlia.target.cortexa" into "mlia.target.cortex_a" - Rename and update tests Change-Id: I6dca7c8646d881f739fb6b5914d1cc7e45e63dc2
Diffstat (limited to 'tests/test_target_cortex_a_reporters.py')
-rw-r--r--tests/test_target_cortex_a_reporters.py53
1 files changed, 53 insertions, 0 deletions
diff --git a/tests/test_target_cortex_a_reporters.py b/tests/test_target_cortex_a_reporters.py
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+++ b/tests/test_target_cortex_a_reporters.py
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+# SPDX-FileCopyrightText: Copyright 2022, 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 Operator
+from mlia.target.cortex_a.reporters import cortex_a_formatters
+from mlia.target.cortex_a.reporters import report_device
+
+
+def test_report_device() -> None:
+ """Test function report_device()."""
+ report = report_device(CortexAConfiguration("cortex-a"))
+ assert report.to_plain_text()
+
+
+@pytest.mark.parametrize(
+ "data",
+ (
+ [Advice(["Sample", "Advice"])],
+ TFLiteCompatibilityInfo(status=TFLiteCompatibilityStatus.COMPATIBLE),
+ [
+ Operator(
+ name="Test",
+ location="loc",
+ support_type=Operator.SupportType.OP_NOT_SUPPORTED,
+ activation_func=TFL_ACTIVATION_FUNCTION.NONE,
+ )
+ ],
+ ),
+)
+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)