From 6518da2e87611aac90c31829732673cb066f6fcd Mon Sep 17 00:00:00 2001 From: Abhinav-Khot <23110006@iitgn.ac.in> Date: Sun, 2 Mar 2025 13:13:03 +0530 Subject: [PATCH 1/6] fixed Einsum failing with repeated inputs --- pytensor/tensor/einsum.py | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/pytensor/tensor/einsum.py b/pytensor/tensor/einsum.py index 660c16d387..c46ac76942 100644 --- a/pytensor/tensor/einsum.py +++ b/pytensor/tensor/einsum.py @@ -417,6 +417,17 @@ def _right_to_left_path(n: int) -> tuple[tuple[int, int], ...]: return tuple(pairwise(reversed(range(n)))) +def _ensure_not_equal(elements): + """ + Ensures that any pair in a list of elements are not the same object. If a pair of elements is found to be equal, then one of them is converted to a copy. + """ + for i in range(len(elements)): + for j in range(i + 1, len(elements)): + if elements[i] == elements[j]: + elements[j] = elements[j].copy() + return elements + + def einsum(subscripts: str, *operands: "TensorLike", optimize=None) -> TensorVariable: """ Multiplication and summation of tensors using the Einstein summation convention. @@ -553,7 +564,7 @@ def einsum(subscripts: str, *operands: "TensorLike", optimize=None) -> TensorVar "If you need this functionality open an issue in https://github.com/pymc-devs/pytensor/issues to let us know. " ) - tensor_operands = [as_tensor(operand) for operand in operands] + tensor_operands = _ensure_not_equal([as_tensor(operand) for operand in operands]) shapes = [operand.type.shape for operand in tensor_operands] path: PATH From 00182632b7442d324217ef3b1fc88dffd935033b Mon Sep 17 00:00:00 2001 From: Abhinav <166950977+Abhinav-Khot@users.noreply.github.com> Date: Mon, 3 Mar 2025 23:03:56 +0530 Subject: [PATCH 2/6] Optimise the _ensure_not_equal function Co-authored-by: Ricardo Vieira <28983449+ricardoV94@users.noreply.github.com> --- pytensor/tensor/einsum.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/pytensor/tensor/einsum.py b/pytensor/tensor/einsum.py index c46ac76942..896af1eb91 100644 --- a/pytensor/tensor/einsum.py +++ b/pytensor/tensor/einsum.py @@ -421,10 +421,12 @@ def _ensure_not_equal(elements): """ Ensures that any pair in a list of elements are not the same object. If a pair of elements is found to be equal, then one of them is converted to a copy. """ - for i in range(len(elements)): - for j in range(i + 1, len(elements)): - if elements[i] == elements[j]: - elements[j] = elements[j].copy() + elements = list(elements) + n_elem = len(elements) + for i, elem1 in enumerate(elements[:-1]): + for j, elem2 in enumerate(elements[i + 1:], start=i+1): + if elem1 is elem2: + elements[j] = elem1.copy() return elements From cc52e5a2c920c54ccc1c5906b77b5567437db99f Mon Sep 17 00:00:00 2001 From: Abhinav-Khot <23110006@iitgn.ac.in> Date: Mon, 3 Mar 2025 23:08:24 +0530 Subject: [PATCH 3/6] Fix einsum failing on repeated inputs --- pytensor/scan/scan_perform.cp312-win_amd64.pyd | Bin 0 -> 203264 bytes pytensor/tensor/einsum.py | 3 +-- 2 files changed, 1 insertion(+), 2 deletions(-) create mode 100644 pytensor/scan/scan_perform.cp312-win_amd64.pyd diff --git a/pytensor/scan/scan_perform.cp312-win_amd64.pyd b/pytensor/scan/scan_perform.cp312-win_amd64.pyd new file mode 100644 index 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If a pair of elements is found to be equal, then one of them is converted to a copy. """ elements = list(elements) - n_elem = len(elements) for i, elem1 in enumerate(elements[:-1]): - for j, elem2 in enumerate(elements[i + 1:], start=i+1): + for j, elem2 in enumerate(elements[i + 1 :], start=i + 1): if elem1 is elem2: elements[j] = elem1.copy() return elements From f0f07c2b83663fe16947270b93dec09c8155f67f Mon Sep 17 00:00:00 2001 From: Abhinav-Khot <23110006@iitgn.ac.in> Date: Tue, 4 Mar 2025 19:16:32 +0530 Subject: [PATCH 4/6] Fix einsum failing with repeated inputs --- pytensor/scan/scan_perform.cp312-win_amd64.pyd | Bin 203264 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 pytensor/scan/scan_perform.cp312-win_amd64.pyd diff --git a/pytensor/scan/scan_perform.cp312-win_amd64.pyd b/pytensor/scan/scan_perform.cp312-win_amd64.pyd deleted file mode 100644 index e181aae5e3dd7c41bace3c337748dfccb9ee6703..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 203264 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ziJ!PkH1T$QQ_nUyfl-?Su>2J9LEDH882O3s6Rp7b8DfPp#GS@woDge?Zh&{sFLh2 zHQACK*_AzM%B75@HpTBE{C(GSEmyf6yzgldzR$qY)BKd*_mv;`p+EI!bS{lGN4GFQ zEYpgtEXy;U6|cwRn$aR^h94M5r|04#Y$*0 zEAz4}E9;(_(vnI}-pq@=ys!I)U-fH#*Ut}1gXv&4hz6@cc^C}CVKg*Gt&urejkIxo zTpM@Bi*b2Unan5g1o6sV(T;$;rCSxNYAGwUR#pdb3fT-%S~3k$%JMQdxXCFhCA)05 Q?76*I$3?^Y`oB1S1E4PMzyJUM From 061afbb7cc033d3a7450d97759256960ee3b6329 Mon Sep 17 00:00:00 2001 From: Abhinav-Khot <23110006@iitgn.ac.in> Date: Thu, 6 Mar 2025 01:38:29 +0530 Subject: [PATCH 5/6] Added regression test for repeated inputs to the einsum function --- tests/tensor/test_einsum.py | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/tests/tensor/test_einsum.py b/tests/tensor/test_einsum.py index ba8e354518..2df04892d5 100644 --- a/tests/tensor/test_einsum.py +++ b/tests/tensor/test_einsum.py @@ -8,6 +8,7 @@ from pytensor import Mode, config, function from pytensor.graph import FunctionGraph from pytensor.graph.op import HasInnerGraph +from pytensor.tensor import matrix from pytensor.tensor.basic import moveaxis from pytensor.tensor.blockwise import Blockwise from pytensor.tensor.einsum import _delta, _general_dot, _iota, einsum @@ -281,3 +282,15 @@ def test_threeway_mul(static_length): out.eval({x: x_test, y: y_test, z: z_test}), np.full((3,), fill_value=6), ) + + +def test_repeated_inputs(): + x = matrix("x") + out_repeated = einsum("ij,ij->i", x, x) + out_copy = einsum("ij,ij->i", x, x.copy()) + + x_test = np.array([[1, 2], [3, 4]]) + + np.testing.assert_allclose( + out_repeated.eval({x: x_test}), out_copy.eval({x: x_test}) + ) From 30aaffc0f0d120ebba815f1e8f5495acc25093a2 Mon Sep 17 00:00:00 2001 From: Abhinav <166950977+Abhinav-Khot@users.noreply.github.com> Date: Mon, 10 Mar 2025 15:46:34 +0530 Subject: [PATCH 6/6] Fix for failing test Co-authored-by: Ricardo Vieira <28983449+ricardoV94@users.noreply.github.com> --- tests/tensor/test_einsum.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/tensor/test_einsum.py b/tests/tensor/test_einsum.py index 2df04892d5..951e9a0c54 100644 --- a/tests/tensor/test_einsum.py +++ b/tests/tensor/test_einsum.py @@ -289,7 +289,7 @@ def test_repeated_inputs(): out_repeated = einsum("ij,ij->i", x, x) out_copy = einsum("ij,ij->i", x, x.copy()) - x_test = np.array([[1, 2], [3, 4]]) + x_test = np.array([[1, 2], [3, 4]]).astype(x.dtype) np.testing.assert_allclose( out_repeated.eval({x: x_test}), out_copy.eval({x: x_test})