derek.holloway
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56 lines
1.6 KiB
Python
56 lines
1.6 KiB
Python
#!/usr/bin/env python3
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# Copyright (c) Advanced Micro Devices, Inc., or its affiliates.
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# SPDX-License-Identifier: MIT
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"""
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Tests for evaluate.py.
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Covers: shape family classification, K-depth regime classification,
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and basic evaluation metric checks.
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"""
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import sys
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from pathlib import Path
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import pytest
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sys.path.insert(0, str(Path(__file__).resolve().parent.parent))
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from evaluate import classify_shape_family, classify_k_regime
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class TestClassifyShapeFamily:
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def test_tiny_m(self):
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assert classify_shape_family(1, 4096, 4096) == "tiny_m"
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assert classify_shape_family(16, 1536, 7168) == "tiny_m"
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def test_small_m(self):
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assert classify_shape_family(32, 1536, 7168) == "small_m"
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assert classify_shape_family(128, 4096, 4096) == "small_m"
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def test_medium_m(self):
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assert classify_shape_family(256, 1024, 1024) == "medium_m"
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assert classify_shape_family(2048, 2048, 2048) == "medium_m"
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def test_large_m(self):
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assert classify_shape_family(4096, 4096, 4096) == "large_m"
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assert classify_shape_family(20480, 7168, 256) == "large_m"
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class TestClassifyKRegime:
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def test_shallow(self):
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assert classify_k_regime(256) == "shallow_k"
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assert classify_k_regime(32) == "shallow_k"
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def test_medium(self):
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assert classify_k_regime(1024) == "medium_k"
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assert classify_k_regime(2048) == "medium_k"
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def test_deep(self):
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assert classify_k_regime(4096) == "deep_k"
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assert classify_k_regime(7168) == "deep_k"
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if __name__ == "__main__":
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pytest.main([__file__, "-v"])
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