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Exploring an alternative for testing measurement #881

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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:
Reduce the shot number for measurement testing.

Description of the Change:
Using statistical analysis through employ statistical hypothesis testing

Benefits:

Possible Drawbacks:

Related GitHub Issues:

LuisAlfredoNu and others added 30 commits July 22, 2024 16:43
Co-authored-by: Amintor Dusko <[email protected]>
### Before submitting

Please complete the following checklist when submitting a PR:

- [X] 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!

- [X] 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`.

- [X] 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.

- [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:**
Migrate the lightning.kokkos device to the new device API.

**Description of the Change:**
The 'simulate' method is necessary to achieve full functionality with
the new device API.
We are going to follow the same recipe used with LightningQubit.

**Benefits:**
Add one of the essential methods for the new device API into
LightningKokkos.

**Possible Drawbacks:**

**Related GitHub Issues:**
## Partial / Freezzed PR ⚠️ ❄️

To make a smooth integration of LightningKokkos with the new device API,
we set the branch `kokkosNewAPI_backend` as the base branch target for
this development.

The branch `kokkosNewAPI_backend` has the mock of all classes and
methods necessary for the new API. Also, several tests were disabled
with

``` python
if device_name == "lightning.kokkos":
    pytest.skip("Kokkos new API in WIP.  Skipping.",allow_module_level=True)
```

Additionally, the CI testing from PennyLane for LKokkos is temporally
disabled through commenting the following lines in `.github/workflows`
files
``` yml
: # pl-device-test --device ${DEVICENAME} --skip-ops --shots=20000 $COVERAGE_FLAGS --cov-append
: # pl-device-test --device ${DEVICENAME} --shots=None --skip-ops $COVERAGE_FLAGS --cov-append
```

However, these tests will unblocked as the implementation progresses.

After all the developments for integrating LightningKokkos with the new
API have been completed then the PR will be open to merge to master

[sc-68801]

---------

Co-authored-by: Vincent Michaud-Rioux <[email protected]>
Co-authored-by: Ali Asadi <[email protected]>
LuisAlfredoNu and others added 28 commits August 22, 2024 11:12
Co-authored-by: Amintor Dusko <[email protected]>
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Hello. You may have forgotten to update the changelog!
Please edit .github/CHANGELOG.md with:

  • A one-to-two sentence description of the change. You may include a small working example for new features.
  • A link back to this PR.
  • Your name (or GitHub username) in the contributors section.

Base automatically changed from kokkosNewAPI_backend to master September 4, 2024 14:46
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