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Add probs() support to lightning.tensor #830

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merged 205 commits into from
Aug 21, 2024
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@multiphaseCFD multiphaseCFD commented Jul 31, 2024

Before submitting

Please complete the following checklist when submitting a PR:

  • All new features must include a unit test.
    If you've fixed a bug or added code that should be tested, add a test to the
    tests directory!

  • All new functions and code must be clearly commented and documented.
    If you do make documentation changes, make sure that the docs build and
    render correctly by running make docs.

  • Ensure that the test suite passes, by running make test.

  • Add a new entry to the .github/CHANGELOG.md file, summarizing the
    change, and including a link back to the PR.

  • Ensure that code is properly formatted by running make format.

When all the above are checked, delete everything above the dashed
line and fill in the pull request template.


Context:

[SC-65784]

This PR add probs() support to lightning.tensor. Additionally, this PR also found a temporal approach to allow users/developers to call appendMPSFinalize multiple time. This feature is essential for the probs(obs) as well as shot measurement.

Description of the Change:

Benefits:

Possible Drawbacks:

Related GitHub Issues:

multiphaseCFD and others added 30 commits July 16, 2024 20:36
### Before submitting

Please complete the following checklist when submitting a PR:

- [ ] All new features must include a unit test.
If you've fixed a bug or added code that should be tested, add a test to
the
      [`tests`](../tests) directory!

- [ ] All new functions and code must be clearly commented and
documented.
If you do make documentation changes, make sure that the docs build and
      render correctly by running `make docs`.

- [ ] Ensure that the test suite passes, by running `make test`.

- [x] Add a new entry to the `.github/CHANGELOG.md` file, summarizing
the
      change, and including a link back to the PR.

- [x] Ensure that code is properly formatted by running `make format`. 

When all the above are checked, delete everything above the dashed
line and fill in the pull request template.


------------------------------------------------------------------------------------------------------------

**Context:**

Add GPU device compute capability check. L-Tensor has device compute
capability check like L-GPU now.
[SC-69118]

**Description of the Change:**

**Benefits:**

Error will be raised when running `lightning.tensor` on a unsupported
GPU.

**Possible Drawbacks:**

**Related GitHub Issues:**

#799

---------

Co-authored-by: ringo-but-quantum <[email protected]>
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@maliasadi maliasadi left a comment

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Nice work @multiphaseCFD!

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@vincentmr vincentmr left a comment

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Just a question, not a blocker. Otherwise happy to approve. Cheers @multiphaseCFD !

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@maliasadi maliasadi left a comment

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LGTM! Thanks @multiphaseCFD 🥇

multiphaseCFD and others added 6 commits August 21, 2024 13:23
…ots (#839)

**Context:**
PR PennyLaneAI/pennylane#6046 wraps the legacy
device API automatically in various device creation, qnode, and execute
functions. As LK and LGPU plugins still rely on the legacy device API,
the shots tests and the `generate_samples` logic in
`lightning_kokkos.py` and `lightning_gpu.py` should be updated to adhere
the new convention.

**Related Shortcut Stories:**
[sc-65998]

---------

Co-authored-by: ringo-but-quantum <[email protected]>
Co-authored-by: Shiro-Raven <[email protected]>
Co-authored-by: albi3ro <[email protected]>
@multiphaseCFD multiphaseCFD merged commit b387cfc into master Aug 21, 2024
108 checks passed
@multiphaseCFD multiphaseCFD deleted the add_probs_ltensor branch August 21, 2024 14:13
multiphaseCFD added a commit that referenced this pull request Sep 8, 2024
### Before submitting

Please complete the following checklist when submitting a PR:

- [ ] All new features must include a unit test.
If you've fixed a bug or added code that should be tested, add a test to
the
      [`tests`](../tests) directory!

- [ ] All new functions and code must be clearly commented and
documented.
If you do make documentation changes, make sure that the docs build and
      render correctly by running `make docs`.

- [ ] Ensure that the test suite passes, by running `make test`.

- [x] Add a new entry to the `.github/CHANGELOG.md` file, summarizing
the
      change, and including a link back to the PR.

- [x] Ensure that code is properly formatted by running `make format`. 

When all the above are checked, delete everything above the dashed
line and fill in the pull request template.


------------------------------------------------------------------------------------------------------------

**Context:**

[SC-65784]

This PR add `probs()` support to `lightning.tensor`. Additionally, this
PR also found a temporal approach to allow users/developers to call
`appendMPSFinalize` multiple time. This feature is essential for the
`probs(obs)` as well as `shot measurement`.

**Description of the Change:**

**Benefits:**

**Possible Drawbacks:**

**Related GitHub Issues:**

---------

Co-authored-by: ringo-but-quantum <[email protected]>
Co-authored-by: Vincent Michaud-Rioux <[email protected]>
Co-authored-by: Ali Asadi <[email protected]>
Co-authored-by: Lee James O'Riordan <[email protected]>
Co-authored-by: Josh Izaac <[email protected]>
Co-authored-by: Lee J. O'Riordan <[email protected]>
Co-authored-by: Pietropaolo Frisoni <[email protected]>
Co-authored-by: erick-xanadu <[email protected]>
Co-authored-by: Shiro-Raven <[email protected]>
Co-authored-by: albi3ro <[email protected]>
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7 participants