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Fixes #ISSUE_NUMBER

pytorchmergebot pushed a commit that referenced this pull request Mar 1, 2025
…pytorch#144120) (pytorch#146372)

Summary:

# Summary

### Sticky points

Cuda-graph rng handling has changed / deviated from original implementation. We will be left with a dangling 'offset' val and confusing naming due to BC

## Dependencies
- Flash PR: Dao-AILab/flash-attention#1419

### Other Points
- The BC linter is complaining about losing generate.py and its functions which is not real BC surface
cc albanD

imported-using-ghimport

Test Plan:
Imported from OSS

Building in dev
`buck build @//mode/dev-nosan -c fbcode.nvcc_arch=h100a  //caffe2:ATen-cu --show-full-output    `

I and Nming the .so I do see that the flash symbols are correctly named:
```
0000000001c3dfb0 t pytorch_flash::run_mha_bwd(pytorch_flash::Flash_bwd_params&, CUstream_st*)::$_0::operator()() const::{lambda()#1}::operator()() const::{lambda()#1}::operator()() const::{lambda()ROCm#7}::operator()() const
0000000001c36080 t pytorch_flash::run_mha_fwd(pytorch_flash::Flash_fwd_params&, CUstream_st*, bool)::$_0::operator()() const::{lambda()#2}::operator()() const::{lambda()#1}::operator()() const::{lambda()ROCm#6}::operator()() const
0000000001c360e0 t pytorch_flash::run_mha_fwd(pytorch_flash::Flash_fwd_params&, CUstream_st*, bool)::$_0::operator()() const::{lambda()#2}::operator()() const::{lambda()#1}::operator()() const::{lambda()ROCm#7}::operator()() const
0000000001c35fc0 t pytorch_flash::run_mha_fwd(pytorch_flash::Flash_fwd_params&, CUstream_st*, bool)::$_0::operator()() const::{lambda()#1}::operator()() const::{lambda()#1}::operator()() const::{lambda()ROCm#6}::operator()() const
0000000001c36020 t pytorch_flash::run_mha_fwd(pytorch_flash::Flash_fwd_params&, CUstream_st*, bool)::$_0::operator()() const::{lambda()#1}::operator()() const::{lambda()#1}::operator()() const::{lambda()ROCm#7}::operator()() const
```

Reviewed By: vkuzo

Differential Revision: D68502879

Pulled By: drisspg

Pull Request resolved: pytorch#146372
Approved by: https://github.com/jbschlosser
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