* [PHI] Fixed argsort big tensor bug
* [PHI] Fixed shape mismatch problem.

* refine forrange (#72360)
* refine forrange
* refine forrange
* reduce support big tensor (#71970)
* reduce support big tensor
* [PHI] Fix gridDim limit for reduce kernel (#72507)
* [API] isclose support bigtensor (#72516)
* isclose support bigtensor
* refine
* [API] isnan isinf isfinite support bigtensor (#72517)
* isnan isinf isfinite support bigtensor
* refine
* [PHI] Fix cum kernel for big tensor (#72562)
* [PHI] Preliminary fix for elementwise broadcast int32 shape overflow (#72584)
* [PHI] Align linalg.solve kernel with torch (#72608)
* Update strided copy kernel (#72662)
* [PHI] Fix grid sample kernel for big tensor (#72628)
* [PHI] Fix argsort big tensor bug (#72712)
* [PHI] Fixed argsort big tensor bug
* [PHI] Fixed shape mismatch problem.
* [PHI] Fix contiguous kernel for big tensor (#72705)
* [PHI] Fix flatten and split kernel for big tensor (#72634)
* [PHI] Fix out-of-bound issue of paddle.take_along_axis (#72757)
* [PHI] fix paddle.diag with big tensor (#72638)
* [API] fix paddle.cross with big tensor (#72652)
* [PHI] Fix paddle.where api for big tensor (#72717)
* [PHI] Fix bincount kernel for big tensor (#72706)
* fix bincount kernel for big tensor
* use HostAlloc to alloc memory
* add cpu test case
* [PHI] Fix full_like kernel for big tensor (#72831)
* [API] Fix int overflow and float16 support for paddle.frac (#72815)
* [PHI] Align paddle.inner with torch in matmul logic (#72843)
* [PHI] Fix paddle.var & paddle.std float16 overflow (#72650)
* [PHI] Fix logsumexp precision problem (#72681)
* [PHI] Debug for logsumexp, bug source found
* [PHI] Removed GetNumBlocks func to get correct logsumexp
* [PHI] Removed redundant debug VLOG
* [PHI] Elegant grid bounded solution
* [Accuracy diff No.55-56、76-77] Fix accuracy diff for var&std API (#72879)
* [Accuracy diff No.21] Fix accuracy diff for heaviside API (#72894)
---------
Co-authored-by: Shuhao Liang <50269654+lshpku@users.noreply.github.com>
Co-authored-by: Qianyue He <46109954+Enigmatisms@users.noreply.github.com>
Co-authored-by: Lei Ding <69283446+Dmovic@users.noreply.github.com>
Co-authored-by: ggggxm <66855582+ggggxm@users.noreply.github.com>
Co-authored-by: xkkkkkk23 <xiekeke@baidu.com>
Co-authored-by: Zx <zhangxiao35@baidu.com>
Co-authored-by: huangjiyi <43315610+huangjiyi@users.noreply.github.com>
Co-authored-by: ooo oo <106524776+ooooo-create@users.noreply.github.com>