Add two quantum embeddings by simsaidan · Pull Request #4667 · NVIDIA/cuda-quantum

simsaidan · 2026-06-04T06:20:01Z

Resolves #2982

Implements the amplitude encoding and angular encoding. Supports both numpy and cupy ndarrays. For the second encoding, blocks a non-kernel call with an error. Updates the ast bridge, which does some compile time checks.
Used cursor for planning.

copy-pr-bot · 2026-06-04T06:20:09Z

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1tnguyen · 2026-06-04T07:04:01Z

/ok to test d3c221b

Command Bot: Processing...

github-actions · 2026-06-04T09:11:15Z

CI Summary (`push`) — ❌ failed

Run #27234942193 · ✅ 5 · ⏩ 7 · ❌ 1 · ⛔ 0

❌ Failed or cancelled

Job	Result	Link
`build_and_test`	❌ failure	view

Top-level jobs (13)

Job	Result
`binaries`	⏩ skipped
`build_and_test`	❌ failure
`config_devdeps`	✅ success
`config_source_build`	⏩ skipped
`config_wheeldeps`	✅ success
`devdeps`	✅ success
`docker_image`	⏩ skipped
`gen_code_coverage`	⏩ skipped
`metadata`	✅ success
`python_metapackages`	⏩ skipped
`python_wheels`	⏩ skipped
`source_build`	⏩ skipped
`wheeldeps`	✅ success

⏩ Skipped jobs (7) — intentionally skipped on PR builds; run on merge_group / workflow_dispatch

Job
`binaries`
`config_source_build`
`docker_image`
`gen_code_coverage`
`python_metapackages`
`python_wheels`
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All sub-jobs (42) — every matrix leg, with links

Job	Status	Link
Build and test (amd64, gcc12, openmpi) / Dev environment (Debug)	❌ failure	view
Build and test (amd64, gcc12, openmpi) / Dev environment (Python)	✅ success	view
Build and test (amd64, llvm, openmpi) / Dev environment (Debug)	❌ failure	view
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CI Summary	❔ in_progress	view
Configure build (devdeps)	✅ success	view
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Create CUDA Quantum installer	⏩ skipped	view
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schweitzpgi · 2026-06-04T14:10:38Z

C++ implementation?

schweitzpgi · 2026-06-04T14:12:09Z

Is this a dup of #4666 ?

simsaidan · 2026-06-04T14:59:52Z

Hi @schweitzpgi @1tnguyen I extended the implementation over to C++.

bettinaheim · 2026-06-04T15:31:11Z

@simsaidan Thank you for this contribution!

Can you please update the PR to have this go into the contrib module/contrib namespace?
I'll re-trigger CI; please keep an eye out and get this into a state where all pipelines pass.
We'll help to unify this contribution with Add amplitude and angular quantum embeddings #4666, which contains additional Python tests for builder mode and nice doc comments.
We appreciate if you are willing to help bring this across the finish line in a collaborative manner.

bettinaheim · 2026-06-04T15:32:39Z

/ok to test ba96e03

Command Bot: Processing...

sacpis · 2026-06-04T15:35:36Z

/ok to test 44e0ef5

Command Bot: Processing...

Signed-off-by: Aidan Sims <ans248@cornell.edu>

simsaidan · 2026-06-05T03:58:11Z

Hey @bettinaheim ! I updated the PR and moved the embeddings to the contrib namespace. I improved the doc comments and added support for builder mode.

simsaidan · 2026-06-08T15:47:22Z

Hey @bettinaheim @schweitzpgi ! Could you trigger the CI check again so I can see if it is green or otherwise what I need to fix?

sacpis · 2026-06-08T15:53:27Z

@simsaidan Have you built the code and ran the tests locally?

simsaidan · 2026-06-08T17:21:08Z

@sacpis Yes, I ran CI and tests locally and no fails

sacpis · 2026-06-08T17:30:27Z

For the latest spelling fix 7a52c2e, please use backticks around those words as those are not english words to be added to .github/pre-commit/spelling_allowlist.txt.

sacpis · 2026-06-08T17:31:17Z

Also, would you please sign your commits?

sacpis · 2026-06-08T18:10:28Z

@simsaidan I am seeing the following build failure locally

[896/1343] Building CXX object unittests/CMakeFiles/test_runtime_qpp.dir/integration/kernels_tester.cpp.o
FAILED: unittests/CMakeFiles/test_runtime_qpp.dir/integration/kernels_tester.cpp.o 
ccache /usr/local/toolchain/bin/c++ -DCUDAQ_LIBRARY_MODE -DCUDAQ_SIMULATION_SCALAR_FP64 -DFMT_HEADER_ONLY=1 -DHAS_OPENMP -DNVQIR_BACKEND_NAME=qpp -DQPP_VERSION_NUM=3.1 -DQPP_VERSION_STR=\"3.1\" -D__MATH_LONG_DOUBLE_CONSTANTS -Dtest_runtime_qpp_EXPORTS -I/workspaces/cuda-quantum/build/cudaq/include -I/workspaces/cuda-quantum/cudaq/include -I/workspaces/cuda-quantum/unittests/. -I/workspaces/cuda-quantum/runtime/nvqir/qpp -I/workspaces/cuda-quantum/runtime -I/workspaces/cuda-quantum/tpls/eigen -I/workspaces/cuda-quantum/tpls/fmt/include -I/workspaces/cuda-quantum/runtime/include -I/usr/local/cuda-12.6/targets/x86_64-linux/include -I/workspaces/cuda-quantum/runtime/internal/compiler/include -isystem /usr/local/llvm/include -isystem /workspaces/cuda-quantum/tpls/json/single_include -isystem /workspaces/cuda-quantum/tpls/json/single_include_fwd -isystem /workspaces/cuda-quantum/tpls/qpp/include -isystem /workspaces/cuda-quantum/tpls/qpp/qasmtools/include -isystem /workspaces/cuda-quantum/tpls/googletest-src/googletest/include -isystem /workspaces/cuda-quantum/tpls/googletest-src/googletest -Wno-attributes -Wno-ctad-maybe-unsupported -O3 -DNDEBUG -std=gnu++20 -fPIE   -D_GNU_SOURCE -D_DEBUG -D_GLIBCXX_ASSERTIONS -D_GLIBCXX_USE_CXX11_ABI=1 -D__STDC_CONSTANT_MACROS -D__STDC_FORMAT_MACROS -D__STDC_LIMIT_MACROS -Wno-error=deprecated-declarations -Wno-uninitialized-const-pointer -Wno-restrict -Wno-stringop-overflow -Wno-stringop-overread --param=evrp-mode=legacy -Wno-character-conversion -Werror -MD -MT unittests/CMakeFiles/test_runtime_qpp.dir/integration/kernels_tester.cpp.o -MF unittests/CMakeFiles/test_runtime_qpp.dir/integration/kernels_tester.cpp.o.d -o unittests/CMakeFiles/test_runtime_qpp.dir/integration/kernels_tester.cpp.o -c /workspaces/cuda-quantum/unittests/integration/kernels_tester.cpp
In file included from ../unittests/integration/kernels_tester.cpp:10:
../runtime/cudaq/builder/kernels.h: In instantiation of ‘void cudaq::contrib::angular_encode(Kernel&&, cudaq::QuakeValue&, cudaq::QuakeValue&, RotationAxis) [with Kernel = cudaq::kernel_builder<std::vector<double, std::allocator<double> > >&]’:
../unittests/integration/kernels_tester.cpp:250:33:   required from here
../runtime/cudaq/builder/kernels.h:238:30: error: no matching function for call to ‘applyAxisRotation(cudaq::kernel_builder<std::vector<double, std::allocator<double> > >&, cudaq::contrib::RotationAxis&, cudaq::QuakeValue, cudaq::QuakeValue)’
  238 |     detail::applyAxisRotation(kernel, rotation, angles[i], q[i]);
      |     ~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
../runtime/cudaq/builder/kernels.h:163:6: note: candidate: ‘template<class Kernel> void cudaq::contrib::detail::applyAxisRotation(Kernel&, cudaq::contrib::RotationAxis, cudaq::QuakeValue&, cudaq::QuakeValue&)’
  163 | void applyAxisRotation(Kernel &kernel, RotationAxis axis, QuakeValue &theta,
      |      ^~~~~~~~~~~~~~~~~
../runtime/cudaq/builder/kernels.h:163:6: note:   template argument deduction/substitution failed:
../runtime/cudaq/builder/kernels.h:238:30: note:   cannot convert ‘cudaq::QuakeValue::operator[](const cudaq::QuakeValue&)((*(const cudaq::QuakeValue*)(& i)))’ (type ‘cudaq::QuakeValue’) to type ‘cudaq::QuakeValue&’
  238 |     detail::applyAxisRotation(kernel, rotation, angles[i], q[i]);
      |     ~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
../runtime/cudaq/builder/kernels.h:179:6: note: candidate: ‘template<class Kernel> void cudaq::contrib::detail::applyAxisRotation(Kernel&, cudaq::contrib::RotationAxis, double, cudaq::QuakeValue&)’
  179 | void applyAxisRotation(Kernel &kernel, RotationAxis axis, double theta,
      |      ^~~~~~~~~~~~~~~~~
../runtime/cudaq/builder/kernels.h:179:6: note:   template argument deduction/substitution failed:
../runtime/cudaq/builder/kernels.h:238:30: note:   cannot convert ‘cudaq::QuakeValue::operator[](const cudaq::QuakeValue&)((*(const cudaq::QuakeValue*)(& i)))’ (type ‘cudaq::QuakeValue’) to type ‘double’
  238 |     detail::applyAxisRotation(kernel, rotation, angles[i], q[i]);
      |     ~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
../runtime/cudaq/builder/kernels.h: In instantiation of ‘void cudaq::contrib::angular_encode(Kernel&&, cudaq::QuakeValue&, std::span<const double>, RotationAxis) [with Kernel = cudaq::kernel_builder<>&]’:
../runtime/cudaq/builder/kernels.h:262:17:   required from ‘void cudaq::contrib::angular_encode(Kernel&&, cudaq::QuakeValue&, const std::vector<double>&, RotationAxis) [with Kernel = cudaq::kernel_builder<>&]’
../unittests/integration/kernels_tester.cpp:228:33:   required from here
../runtime/cudaq/builder/kernels.h:254:30: error: no matching function for call to ‘applyAxisRotation(cudaq::kernel_builder<>&, cudaq::contrib::RotationAxis&, std::span<const double>::element_type&, cudaq::QuakeValue)’
  254 |     detail::applyAxisRotation(kernel, rotation, angles[i], q[i]);
      |     ~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
../runtime/cudaq/builder/kernels.h:163:6: note: candidate: ‘template<class Kernel> void cudaq::contrib::detail::applyAxisRotation(Kernel&, cudaq::contrib::RotationAxis, cudaq::QuakeValue&, cudaq::QuakeValue&)’
  163 | void applyAxisRotation(Kernel &kernel, RotationAxis axis, QuakeValue &theta,
      |      ^~~~~~~~~~~~~~~~~
../runtime/cudaq/builder/kernels.h:163:6: note:   template argument deduction/substitution failed:
../runtime/cudaq/builder/kernels.h:254:30: note:   cannot convert ‘angles.std::span<const double>::operator[](i)’ (type ‘std::span<const double>::element_type’ {aka ‘const double’}) to type ‘cudaq::QuakeValue&’
  254 |     detail::applyAxisRotation(kernel, rotation, angles[i], q[i]);
      |     ~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
../runtime/cudaq/builder/kernels.h:179:6: note: candidate: ‘template<class Kernel> void cudaq::contrib::detail::applyAxisRotation(Kernel&, cudaq::contrib::RotationAxis, double, cudaq::QuakeValue&)’
  179 | void applyAxisRotation(Kernel &kernel, RotationAxis axis, double theta,
      |      ^~~~~~~~~~~~~~~~~
../runtime/cudaq/builder/kernels.h:179:6: note:   template argument deduction/substitution failed:
../runtime/cudaq/builder/kernels.h:254:30: note:   cannot convert ‘cudaq::QuakeValue::operator[](std::size_t)(i)’ (type ‘cudaq::QuakeValue’) to type ‘cudaq::QuakeValue&’
  254 |     detail::applyAxisRotation(kernel, rotation, angles[i], q[i]);
      |     ~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
cc1plus: note: unrecognized command-line option ‘-Wno-character-conversion’ may have been intended to silence earlier diagnostics
cc1plus: note: unrecognized command-line option ‘-Wno-uninitialized-const-pointer’ may have been intended to silence earlier diagnostics
[929/1343] Building CXX object unittests/CMakeFiles/test_runtime_qpp.dir/backends/QPPTester.cpp.o
ninja: build stopped: subcommand failed.

Signed-off-by: Aidan Sims <ans248@cornell.edu>

simsaidan · 2026-06-08T22:01:15Z

@sacpis I added backticks and removed those words from the allowlist. I also made a change to address that build failure. I signed the latest commit. Do I need to anything retroactively to the commits before or does signing the latest one cover me?

sacpis

Thanks @simsaidan. Have put some comments. Let's run the CI now.

sacpis · 2026-06-08T22:17:12Z

+    *,
+    pad: complex | float = 0,
+) -> State:
+    """


Let's make these docstrings raw in order to avoid \r escape.
Would you please run scripts/build_docs.sh and see if these are rendered as expected?

Please check all symbols followed by \.

sacpis · 2026-06-08T22:19:13Z

+/*******************************************************************************
+ * Copyright (c) 2026 NVIDIA Corporation & Affiliates.  * All rights reserved.
+ *                                                      *
+ *                                                                             *
+ * This source code and the accompanying materials are made available under    *
+ * the terms of the Apache License 2.0 which accompanies this distribution.    *
+ ******************************************************************************/


Let's fix the header here.

sacpis · 2026-06-08T22:19:27Z

+ *                                                                             *
+ * This source code and the accompanying materials are made available under    *
+ * the terms of the Apache License 2.0 which accompanies this distribution.    *
+ ******************************************************************************/


Let's fix the header here.

sacpis · 2026-06-08T22:19:44Z

+/*******************************************************************************
+ * Copyright (c) 2026 NVIDIA Corporation & Affiliates.  * All rights reserved.
+ *                                                      *
+ *                                                                             *
+ * This source code and the accompanying materials are made available under    *
+ * the terms of the Apache License 2.0 which accompanies this distribution.    *
+ ******************************************************************************/


Let's fix the header here.

sacpis · 2026-06-08T22:23:49Z

Would you please add the following text in an empty commit? It will sign the commits which does not contain your signature.

DCO Remediation Commit for Aidan Sims <ans248@cornell.edu>

I, Aidan Sims <ans248@cornell.edu>, hereby add my Signed-off-by to this commit: 76a7a1a8a6b33c549e1df8f37bf9c64a0ebf96c5
I, Aidan Sims <ans248@cornell.edu>, hereby add my Signed-off-by to this commit: 7a52c2e2d31fefd3b368ab09bf8229fa22b544f8

Signed-off-by: Aidan Sims <ans248@cornell.edu>

Please do run this command to commit it

git commit -s --allow-empty

Use raw docstrings for LaTeX in cudaq.contrib.encoding, align copyright headers in encoding sources/tests, and relax sized veq to unsized veq at kernel call sites. Signed-off-by: Aidan Sims <ans248@cornell.edu>

I, Aidan Sims <ans248@cornell.edu>, hereby add my Signed-off-by to this commit: 76a7a1a I, Aidan Sims <ans248@cornell.edu>, hereby add my Signed-off-by to this commit: 7a52c2e Signed-off-by: Aidan Sims <ans248@cornell.edu>

simsaidan · 2026-06-09T01:04:21Z

@sacpis @bettinaheim Added the empty commit and fixed the headers and docstrings. I also made an edit which I hope will address the latest CI failures

sacpis · 2026-06-09T20:43:21Z

+          a 1D vector.
+      TypeError: If ``data`` has an unsupported type.
+
+    # Example:


I think we can put examples under examples/ as these are not rendered properly in the API section.

sacpis · 2026-06-09T20:49:24Z

/ok to test 95c8527

Command Bot: Processing...

sacpis · 2026-06-09T20:54:27Z

Please run bash scripts/run_all_spelling.sh before pushing the fix for spellings.

sacpis · 2026-06-09T22:03:47Z

Seems like a regression caused with the latest changes.
https://github.com/NVIDIA/cuda-quantum/actions/runs/27234942193/job/80431397976?pr=4667#step:13:2914

Signed-off-by: Aidan Sims <ans248@cornell.edu>

simsaidan · 2026-06-10T18:01:44Z

@sacpis Spelling should be good now and I moved the examples. For the regression, the fix for the last error, I added a conversion step between sized and unsized registers. That change makes the past errors pass but makes this new test fail. Should I try to find some other workaround that would make both pass?

sacpis · 2026-06-10T18:11:53Z

@sacpis Spelling should be good now and I moved the examples. For the regression, the fix for the last error, I added a conversion step between sized and unsized registers. That change makes the past errors pass but makes this new test fail. Should I try to find some other workaround that would make both pass?

Thanks @simsaidan. We would like to see everything passing with this PR.

sacpis · 2026-06-10T18:20:09Z

Also, would you please collaborate with @ssmswapnil as per @bettinaheim's comment here to unify with PR #4666?

simsaidan requested review from 1tnguyen, bettinaheim, bmhowe23 and mitchdz as code owners June 4, 2026 14:53

bettinaheim mentioned this pull request Jun 4, 2026

Add amplitude and angular quantum embeddings #4666

Open

ans248 added 3 commits June 4, 2026 20:14

Add two quantum embeddings

0caaab3

Signed-off-by: Aidan Sims <ans248@cornell.edu>

add c++ implementation and fix cupy ci issues

cf22ece

Signed-off-by: Aidan Sims <ans248@cornell.edu>

helper mode

76a7a1a

simsaidan force-pushed the aidans/embeddings branch from deea007 to 76a7a1a Compare June 5, 2026 03:38

fix spelling

7a52c2e

fix spelling list with backticks and build error

19b27c8

Signed-off-by: Aidan Sims <ans248@cornell.edu>

sacpis reviewed Jun 8, 2026

View reviewed changes

Merge branch 'main' into aidans/embeddings

f905c18

ans248 added 2 commits June 8, 2026 17:27

Fix docstring escapes, copyright headers, and veq interop.

2d2f657

Use raw docstrings for LaTeX in cudaq.contrib.encoding, align copyright headers in encoding sources/tests, and relax sized veq to unsized veq at kernel call sites. Signed-off-by: Aidan Sims <ans248@cornell.edu>

DCO Remediation Commit for Aidan Sims <ans248@cornell.edu>

518653c

I, Aidan Sims <ans248@cornell.edu>, hereby add my Signed-off-by to this commit: 76a7a1a I, Aidan Sims <ans248@cornell.edu>, hereby add my Signed-off-by to this commit: 7a52c2e Signed-off-by: Aidan Sims <ans248@cornell.edu>

sacpis reviewed Jun 9, 2026

View reviewed changes

Merge branch 'main' into aidans/embeddings

95c8527

copy-pr-bot Bot temporarily deployed to ghcr-ci June 9, 2026 20:49 Inactive

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ans248 added 2 commits June 10, 2026 10:21

move examples

6ff0f30

Signed-off-by: Aidan Sims <ans248@cornell.edu>

fix spelling

ebb72fb

Signed-off-by: Aidan Sims <ans248@cornell.edu>

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