…or more code sharing, various correctness fixes, and stability improvements (#114979)

* Refactor Tensor to be more reusable and validate appropriate state

* Handle Equals, GreaterThan, GreaterThanOrEqual, LessThan, LessThanOrEqual, and the *All/*Any variants

* Many implementations correctly swapped to new form. (#25)

* Refactor Tensor to be more reusable and validate appropriate state

* finishing tensor primitives work

---------

Co-authored-by: Tanner Gooding <tagoo@outlook.com>

* more tensors updates (#26)

* Resolve a few build failures

* Ensure SetSlice and ToString are working as expected

* Tensors lastfew (#27)

* only couple left

* pausing for food

* fixed rented buffer

* squeeze/unsqueeze

* set slice/ split

* only 2 left

* Minor cleanup of the Tensor files

* Ensure that tensor tests are building

* Resolving various build failures due to API compatibility

* Ensure flattendLength is adjusted after the stride is set for that dimension

* Ensure that we set linearLength if -1 is passed in when strides is empty

* Ensure that the first index is correct

* Cleanup to ensure iteration and construction initializes correctly

* Ensure that broadcasting is allowed to be in any stride position

* Have AreCompatible handle empty shapes

* Ensure IndexOutOfRangeException is thrown for invalid indexes

* Ensure that the stride is set to 0 when the length of a dimension is 1, so embedded broadcasting works

* Fixing Broadcasting Loop (#29)

* Fixing Broadcasting Loop

* fixes from pr coments

* squeeze fixed

* unsqueeze

* set slice

* more tensor fies

* Ensure that minimumLinearLength is actually the minimum

* Ensure the rented buffer is cleared

* Fix the AreCompatible checks

* Tensor finishing (#30)

* stack working

* more tensor tests working

* fix factory create tests

* only2 tests left

* Update src/libraries/System.Numerics.Tensors/src/System/Numerics/Tensors/netcore/TensorShape.cs

* Update compatibility suppressions

* transpose working

* reverse working

* Revert the unnecessary sln changes

* Remove an unnecessary using

---------

Co-authored-by: Tanner Gooding <tagoo@outlook.com>
Co-authored-by: Michael Sharp <51342856+michaelgsharp@users.noreply.github.com>
Co-authored-by: Michael Sharp <misharp@microsoft.com>

* Fix Idn failing tests

* Minor fix

---------

Co-authored-by: Tarek Mahmoud Sayed <tarekms@microsoft.com>
Co-authored-by: Tarek Mahmoud Sayed <10833894+tarekgh@users.noreply.github.com>