* [Zero-Dim] paddle.nanmedian support 0D Tensor

* fix CI

* update

* update

[BugFix]: Fix ci test bugs in test_fuse_gemm_epilogue_pass.py and test_fused_gemm_epilogue_op.py (#54519)

* fix ci bugs in fused_linear

* fix code style

* fix A100 CUDA12 ut

* fix ci uts

* fix test_sync_batch_norm_op

* fix sync bn op ut again by separating 2 files

* fix codestyle ci

* combine other PRs

* fix codestyle

* fix codestyle ci

* Enable check_cinn on atan2, tile, top_k and where

* Update cmakelists in legacy_test

* Reformat code

* Enable check_cinn on op take_along_axis legacy test

* Enable check_cinn on pool2d

* Remove check_cinn=False

* Try fix tile test error

* Rename enable_cinn to test_cinn

* Refactor test_tile_op

* Replace all enable_cinn to check_cinn

* Revert pool2d test timeout

* Remove check_prim and use enable_cinn

* fix a100 cuda12 timeout

* fix cuda12 pickle loads problem

* fix ist_sharding_save ut

* fix for log xxx

* add int32/int64 for cpu/gpu; add float16/bfloat16 for cpu forward

* fix docstring

* fix bug

* fix bugs

* fix bugs

* fix bugs

* fix bugs

* fix bug

* using cast

* fix test

* fix api

* fix other bugs

* fix ci bug for not using dygraph guard

* add bfloat16 test

* fix ut

* bf16

* support add(x_float32, bfloa16_) or add(x_float32, y_float16)

* polish

* fix test

* bump ruff to 0.0.271 and update config

* exclude third_party

* bump ruff to 0.0.272

* refine config

* support some prim ops bf16 dtype

* fix cmake

* support some prim ops for bf16 dtype

* remove useless code

* Add outputs to check_numerics_kernel.

* Add check_numerics to yaml.

* Add API and unittest.

* Add check_nan_inf_level as argument of check_numerics_kernel.

* Add more unittests.

* Fix static API implementation and unittest.

* Move the implementation of check_numerics to paddle.amp.

* Fix import error.

* [CINN] reopen mean/cumsum/instance_norm op's prim+CINN test

* remove repeat test_mean_op in cmake

* add ldexp api

* fix ldexp

* Update math.py

fix math.py

* rewrite the ldexp

* Simplify ldexp implementation

* fix codestyle

* Update math.py

* Update math.py

* modify the test_ldexp.py

* fix the input bug of np.ldexp

* fix the bug of np.ldexp in windows

* modify the ldexp function and add the dtype check of output

* Update test_ldexp.py

* fix the dtype

* fix codestyle

* Update python/paddle/tensor/math.py

add note for code description
Co-authored-by: Nzachary sun <70642955+sunzhongkai588@users.noreply.github.com>

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Co-authored-by: Nzachary sun <70642955+sunzhongkai588@users.noreply.github.com>

* [0D-Tensor] Support unary op, fix test_activation_op

* resolve conflict

* restore TestGelu

* polish codes according to comments

* clean complex_abs op

* clean complex_op test

* clean complex_view_op test

* clean elementwise_mul_op test

* clean conj_op test

* clean dot_op test

* clean elementwise_add_op test

* clean kron_op test

* clean matmul_v2_op test

* remove unsed function

* remove elementwise_sub_op test

* clean elementwise_div test

* feat: added polygamma init code

* feat: added polygamma unittest code

* test: added more test cases

* refactor: added forward impl

* refactor: added backward impl

* test: updated cases

* refactor: updated test cases

* refactor: added more case and fixed some bugs

* test: updated ref func

* refactor: updated code style

* refactor: move the code

* refactor: updated test

* refactor: updated test

* docs: updated en doc
Co-authored-by: Nzachary sun <70642955+sunzhongkai588@users.noreply.github.com>

* docs: updated math eq

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Co-authored-by: Nzachary sun <70642955+sunzhongkai588@users.noreply.github.com>

* [Polish Unittest] Polish test_zero_dim_tensor.py

* Polish test_zero_dim_tensor.py

* [CINN] Enable check_cinn

* add CMakeLists.txt

* add fp&bf16 bernoulli

* add check_dtype & fix error

* fix rocm error

* floor div support float/double/bfloat16/float16

* add ut

* fix bug

* fix fft.ifftshift for floor_divide upgrade

* fix comment

* fix bugs

* fix bug

* [AutoParallel] add 1F1B

* rm amp

* fix dropout api and support bf16 for prim

* fix code style

* fix dropout test

* fix dropout p = 0 test