Implement gesv_batch via gesv call (#1877)

* First working version with transpose and C contig

* Second working version with moveaxis, transpose and F contig

* Add more shape checks

* Pass sycl::queue by reference for gesv/gesv_batch

* Update _batched_solve implementation

* Remove old impl in _batched_solve

* Use py::gil_scoped_release before gesv call

* Move gesv_batch to gesv_batch.cpp

* Improve gesv_batch with independent linear streams

* Extend checks for gesv/gesv_batch

* Add common_gesv_checks

* Release GIL in gesv_batch_impl

* Remove host_task_events from gesv

* Use check_zeros_shape in gesv and gesv_batch

* Add additional checks for gesv_impl

* Move alloc_scratchpad to common_helpers.hpp

* Use helper::alloc_scratchpad in gesv_batch_impl

* Remove current_scratch_gesv check

* Remove lda, ldb pass to gesv_batch_impl, gesv_impl

* Use const and constexpr in gesv/gesv_batch

* Use dpnp.reshape in _batched_solve

* Implement alloc_ipiv in common_helpers.hpp

* Add gesv_common_utils.hpp

* Implement handle_lapack_exc function

* Use try/catch for scratchpad/ipiv allocation

* Update alloc_scratchpad/alloc_ipiv

* gesv_scratchpad_size can be 0

* Implement help functions alloc_ipiv/alloc_scratchpad

* Reuse alloc_scratchpad/ipiv in batch versions 1e5ba88

Author: github-actions[bot]

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