cutlass/test/python/pycute/test_composition.py

205 lines
6.5 KiB
Python

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# Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
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"""
Unit tests for pycute.composition
"""
import logging
import unittest
from pycute import *
_LOGGER = logging.getLogger(__name__)
class TestComposition(unittest.TestCase):
def helper_test_composition(self, layoutA, layoutB):
layoutR = composition(layoutA, layoutB)
_LOGGER.debug(f"{layoutA} o {layoutB} => {layoutR}")
# True post-condition: Every coordinate c of layoutB with L1D(c) < size(layoutR) is a coordinate of layoutR.
# Test that R(c) = A(B(c)) for all coordinates c in layoutR
for i in range(size(layoutR)):
self.assertEqual(layoutR(i), layoutA(layoutB(i)))
def test_composition(self):
layoutA = Layout(1,0)
layoutB = Layout(1,0)
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout(1,0)
layoutB = Layout(1,1)
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout(1,1)
layoutB = Layout(1,0)
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout(1,1)
layoutB = Layout(1,1)
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4))
layoutB = Layout((4))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4), (2))
layoutB = Layout((4))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4))
layoutB = Layout((4), (2))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4), (0))
layoutB = Layout((4))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4))
layoutB = Layout((4), (0))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((1), (0))
layoutB = Layout((4))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4))
layoutB = Layout((1), (0))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4))
layoutB = Layout((2))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4), (2))
layoutB = Layout((2))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4))
layoutB = Layout((2), (2))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4), (2))
layoutB = Layout((2), (2))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((12))
layoutB = Layout((4,3))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((12), (2))
layoutB = Layout((4,3))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((12))
layoutB = Layout((4,3), (3,1))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((12), (2))
layoutB = Layout((4,3), (3,1))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((12))
layoutB = Layout((2,3), (2,4))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4,3))
layoutB = Layout((4,3))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4,3))
layoutB = Layout((12))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4,3))
layoutB = Layout((6), (2))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4,3))
layoutB = Layout((6,2), (2,1))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4,3), (3,1))
layoutB = Layout((4,3))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4,3), (3,1))
layoutB = Layout((12))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4,3), (3,1))
layoutB = Layout((6), (2))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4,3), (3,1))
layoutB = Layout((6,2), (2,1))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((8,8))
layoutB = Layout(((2,2,2), (2,2,2)),((1,16,4), (8,2,32)))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((8,8), (8,1))
layoutB = Layout(((2,2,2), (2,2,2)),((1,16,4), (8,2,32)))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout(((2,2,2), (2,2,2)),((1,16,4), (8,2,32)))
layoutB = Layout(8, 4)
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout(((4,2)), ((1,16)))
layoutB = Layout((4,2), (2,1))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((2,2), (2,1))
layoutB = Layout((2,2), (2,1))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4,8,2))
layoutB = Layout((2,2,2), (2,8,1))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4,8,2), (2,8,1))
layoutB = Layout((2,2,2), (1,8,2))
self.helper_test_composition(layoutA, layoutB)
layoutA = Layout((4,8,2), (2,8,1))
layoutB = Layout((4,2,2), (2,8,1))
self.helper_test_composition(layoutA, layoutB)
if __name__ == "__main__":
unittest.main()