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Create v0.40.0 Doc branch #1034

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Jan 13, 2025
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Create v0.40.0 Doc branch #1034

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update readme
multiphaseCFD Jan 9, 2025
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QA docs (#1035)
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Merge branch 'v0.40.0_rc' into v0.40.0_docs
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38 changes: 22 additions & 16 deletions .github/CHANGELOG.md
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Expand Up @@ -2,7 +2,7 @@

### New features since last release

* Add Exact Tensor Network C++ backend to `lightning.tensor`.
* Add Exact Tensor Network (TN) C++ backend to Lightning-Tensor.
[(#977)](https://github.com/PennyLaneAI/pennylane-lightning/pull/977)

* Add native N-controlled generators and adjoint support to `lightning.gpu`'s single-GPU backend.
Expand All @@ -20,28 +20,28 @@

### Breaking changes

* Handling for the legacy operator arithmetic (the `Hamiltonian` and `Tensor` classes in PennyLane) is removed.
* Remove all instances of the legacy operator arithmetic (the `Hamiltonian` and `Tensor` deprecated classes in PennyLane).
[(#994)](https://github.com/PennyLaneAI/pennylane-lightning/pull/994)
[(#997)](https://github.com/PennyLaneAI/pennylane-lightning/pull/997)

* Removed all instances of `qml.QubitStateVector`.
* Remove all instances of `qml.QubitStateVector` as deprecated in PennyLane.
[(#985)](https://github.com/PennyLaneAI/pennylane-lightning/pull/985)

### Improvements

* Add CI wheels checks for `aarch64` wheels of Lightning-GPU and Lightning-Tensor.
[(#1031)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1031)

* Replace the `dummy_tensor_update` method with the `cutensornetStateCaptureMPS`API to ensure that further gates apply is allowed after the `cutensornetStateCompute` call.
* Replace the `dummy_tensor_update` method with the `cutensornetStateCaptureMPS` API to ensure that applying gates is allowed after the `cutensornetStateCompute` call.
[(#1028)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1028)

* Add unit test for measurement with shots for Lightning Tensor with `tn` method.
* Add unit tests for measurement with shots for Lightning-Tensor (`method="tn"`).
[(#1027)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1027)

* Add CUDA dependencies to Lightning GPU and Lightning Tensor Python wheels.
* Add CUDA dependencies to Lightning-GPU and Lightning-Tensor Python wheels.
[(#1025)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1025)

* Update the python layer UI of Lightning Tensor.
* Update the python layer UI of Lightning-Tensor.
[(#1022)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1022)

* Catalyst device interfaces support dynamic shots, and no longer parses the device init op's attribute dictionary for a static shots literal.
Expand All @@ -53,10 +53,10 @@
* Reduce flaky test and increase test shots count.
[(#1015)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1015)

* Add Exact Tensor Network cpp binding.
* Add Python bindings for Lightning-Tensor (Exact Tensor Network).
[(#1014)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1014)

* Reverse Lightning Qubit generators vector insertion order.
* Reverse Lightning-Qubit generators vector insertion order.
[(#1009)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1009)

* Update Kokkos version support to 4.5.
Expand All @@ -76,7 +76,7 @@
* Update Kokkos version support to 4.4.1 and enable Lightning-Kokkos[CUDA] C++ tests on CI.
[(#1000)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1000)

* Add C++ unit tests for Exact Tensor Network backends.
* Add C++ unit tests for Lightning-Tensor (Exact Tensor Network).
[(#998)](https://github.com/PennyLaneAI/pennylane-lightning/pull/998)

* Add native BLAS support to the C++ layer via dynamic `scipy-openblas32` loading.
Expand All @@ -85,20 +85,26 @@
* Update installation instruction for Lightning-GPU-MPI to explicitly ask users to add `path/to/libmpi.so` to the `LD_LIBRARY_PATH`. Update the runtime error message to ensure users know how to fix.
[(#993)](https://github.com/PennyLaneAI/pennylane-lightning/pull/993)

* The TOML files for the devices are updated to use the new schema for declaring device capabilities.
* Update the Lightning TOML files for the devices to use the new schema for declaring device capabilities.
[(#988)](https://github.com/PennyLaneAI/pennylane-lightning/pull/988)

* Optimize lightning.tensor by adding direct MPS sites data set with `qml.MPSPrep`.
[(#983)](https://github.com/PennyLaneAI/pennylane-lightning/pull/983)

* Unify excitation gates memory layout to row-major for both LGPU and LT.
* Unify excitation gates memory layout to row-major for both Lightning-GPU and Lightning-Tensor.
[(#959)](https://github.com/PennyLaneAI/pennylane-lightning/pull/959)

* Update the `lightning.kokkos` CUDA backend for compatibility with Catalyst.
* Update the Lightning-Kokkos CUDA backend for compatibility with Catalyst.
[(#942)](https://github.com/PennyLaneAI/pennylane-lightning/pull/942)

### Documentation

* Update and improve `README.rst` and documentations.
[(#1035)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1035)

* Add the exact tensor network to the `README.rst` and update link to `HIP`.
[(#1034)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1034)

* Add the exact tensor network to the Lightning-Tensor docs.
[(#1021)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1021)

Expand All @@ -113,7 +119,7 @@
* Add `RTLD_NODELETE` flag to `dlopen` in order to mitigate the segfault issues for arm64-macos Catalyst support.
[(#1030)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1030)

* Set rpath with `@loader_path` instead of `$ORIGIN` for macOS.
* Set RPATH with `@loader_path` instead of `$ORIGIN` for macOS.
[(#1029)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1029)

* Update CUDA version to 12.4 for GPU tests on CI.
Expand All @@ -122,10 +128,10 @@
* Pin `jax[cpu]==0.4.28` for compatibility with PennyLane and Catalyst.
[(#1019)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1019)

* Fix Lightning Kokkos `[[maybe_unused]]` and `exp2` errors with hipcc.
* Fix Lightning-Kokkos `[[maybe_unused]]` and `exp2` errors with hipcc.
[(#1018)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1018)

* Fix Lightning Kokkos editable mode path.
* Fix Lightning-Kokkos editable mode path.
[(#1010)](https://github.com/PennyLaneAI/pennylane-lightning/pull/1010)

* Fix the missing `ninja` in Linux AARCH64 wheels recipe.
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