Add MLIA codebase0.3.0-rc.1

Add MLIA codebase including sources and tests.

Change-Id: Id41707559bd721edd114793618d12ccd188d8dbd

1 files changed, 29 insertions, 0 deletions

diff --git a/tests/mlia/test_core_performance.py b/tests/mlia/test_core_performance.py
new file mode 100644
index 0000000..0d28fe8
--- /dev/null
+++ b/tests/mlia/test_core_performance.py
@@ -0,0 +1,29 @@
+# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
+# SPDX-License-Identifier: Apache-2.0
+"""Tests for the module performance."""
+from pathlib import Path
+
+from mlia.core.performance import estimate_performance
+from mlia.core.performance import PerformanceEstimator
+
+
+def test_estimate_performance(tmp_path: Path) -> None:
+    """Test function estimate_performance."""
+    model_path = tmp_path / "original.tflite"
+
+    class SampleEstimator(PerformanceEstimator[Path, int]):
+        """Sample estimator."""
+
+        def estimate(self, model: Path) -> int:
+            """Estimate performance."""
+            if model.name == "original.tflite":
+                return 1
+
+            return 2
+
+    def optimized_model(_original: Path) -> Path:
+        """Return path to the 'optimized' model."""
+        return tmp_path / "optimized.tflite"
+
+    results = estimate_performance(model_path, SampleEstimator(), [optimized_model])
+    assert results == [1, 2]