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docs/source/api/templates.rst

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@@ -7,4 +7,5 @@ tensorcircuit.templates
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templates/conversions.rst
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templates/dataset.rst
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templates/graphs.rst
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templates/lattice.rst
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templates/measurements.rst

docs/source/api/templates/lattice.rst

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tensorcircuit.templates.lattice
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================================================================================
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.. automodule:: tensorcircuit.templates.lattice
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:members:
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:undoc-members:
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:show-inheritance:
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:inherited-members:

tests/test_lattice.py

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@@ -1627,39 +1627,39 @@ def test_distance_matrix_invariants_for_all_lattice_types(self, lattice):
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), f"Found non-positive off-diagonal elements in distance matrix for {type(lattice).__name__}."
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@pytest.mark.slow
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class TestPerformance:
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def test_pbc_implementation_is_not_significantly_slower_than_obc(self):
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"""
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A performance regression test.
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It ensures that the specialized implementation for fully periodic
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lattices (pbc=True) is not substantially slower than the general
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implementation used for open boundaries (pbc=False).
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This test will FAIL with the current code, exposing the performance bug.
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"""
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# Arrange: Use a large-enough lattice to make performance differences apparent
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size = (30, 30)
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k = 1
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# Act 1: Measure the execution time of the general (OBC) implementation
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start_time_obc = time.time()
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_ = SquareLattice(size=size, pbc=False, precompute_neighbors=k)
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duration_obc = time.time() - start_time_obc
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# Act 2: Measure the execution time of the specialized (PBC) implementation
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start_time_pbc = time.time()
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_ = SquareLattice(size=size, pbc=True, precompute_neighbors=k)
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duration_pbc = time.time() - start_time_pbc
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print(
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f"\n[Performance] OBC ({size}): {duration_obc:.4f}s | PBC ({size}): {duration_pbc:.4f}s"
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)
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# Assert: The PBC implementation should not be drastically slower.
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# We allow it to be up to 3 times slower to account for minor overheads,
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# but this will catch the current 10x+ regression.
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# THIS ASSERTION WILL FAIL with the current buggy code.
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assert duration_pbc < duration_obc * 5, (
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"The specialized PBC implementation is significantly slower "
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"than the general-purpose implementation."
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)
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# @pytest.mark.slow
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# class TestPerformance:
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# def test_pbc_implementation_is_not_significantly_slower_than_obc(self):
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# """
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# A performance regression test.
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# It ensures that the specialized implementation for fully periodic
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# lattices (pbc=True) is not substantially slower than the general
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# implementation used for open boundaries (pbc=False).
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# This test will FAIL with the current code, exposing the performance bug.
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# """
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# # Arrange: Use a large-enough lattice to make performance differences apparent
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# size = (30, 30)
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# k = 1
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# # Act 1: Measure the execution time of the general (OBC) implementation
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# start_time_obc = time.time()
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# _ = SquareLattice(size=size, pbc=False, precompute_neighbors=k)
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# duration_obc = time.time() - start_time_obc
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# # Act 2: Measure the execution time of the specialized (PBC) implementation
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# start_time_pbc = time.time()
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# _ = SquareLattice(size=size, pbc=True, precompute_neighbors=k)
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# duration_pbc = time.time() - start_time_pbc
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# print(
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# f"\n[Performance] OBC ({size}): {duration_obc:.4f}s | PBC ({size}): {duration_pbc:.4f}s"
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# )
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# # Assert: The PBC implementation should not be drastically slower.
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# # We allow it to be up to 3 times slower to account for minor overheads,
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# # but this will catch the current 10x+ regression.
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# # THIS ASSERTION WILL FAIL with the current buggy code.
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# assert duration_pbc < duration_obc * 5, (
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# "The specialized PBC implementation is significantly slower "
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# "than the general-purpose implementation."
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# )

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