[AUTOTUNER] Fix: Pass do_bench parameter to Autotuner in `autotun… (#5992)

<!---
The core Triton is a small number of people, and we receive many PRs
(thank
you!).  To help us review your code more quickly, **if you are a new
contributor (less than 3 PRs merged) we ask that you complete the
following
tasks and include the filled-out checklist in your PR description.**

Complete the following tasks before sending your PR, and replace `[ ]`
with
`[x]` to indicate you have done them.
-->

# New contributor declaration
- [x] I am not making a trivial change, such as fixing a typo in a
comment.

- [x] I have written a PR description following these
  [rules](https://cbea.ms/git-commit/#why-not-how).

- [x] I have run `pre-commit run --from-ref origin/main --to-ref HEAD`.

- Select one of the following.
  - [ ] I have added tests.
    - `/test` for `lit` tests
    - `/unittest` for C++ tests
    - `/python/test` for end-to-end tests
- [x] This PR does not need a test because `Previous PR has introduced a
test`.

- Select one of the following.
  - [x] I have not added any `lit` tests.
- [ ] The `lit` tests I have added follow these [best
practices](https://mlir.llvm.org/getting_started/TestingGuide/#filecheck-best-practices),
including the "tests should be minimal" section. (Usually running Python
code
    and using the instructions it generates is not minimal.)


### Description
Related PR: triton-lang/triton#4496
In the `autotune` decorator, the `do_bench` parameter was omitted when
passed to the `Autotuner` constructor, causing `do_bench` to fail to be
default. This PR fixes this issue and ensures that the `do_bench`
parameter is passed correctly.

By this way, we can use `do_bench` parameter instead of `use_cuda_graph`
parameters which have been deprecated

Author: Zhiyuan Li

python/triton/runtime/autotuner.py

@@ -361,7 +361,7 @@ def kernel(x_ptr, x_size, BLOCK_SIZE: tl.constexpr):
     def decorator(fn):
         return Autotuner(fn, fn.arg_names, configs, key, reset_to_zero, restore_value, pre_hook=pre_hook,
                          post_hook=post_hook, prune_configs_by=prune_configs_by, warmup=warmup, rep=rep,
-                         use_cuda_graph=use_cuda_graph)
+                         use_cuda_graph=use_cuda_graph, do_bench=do_bench)
 
     return decorator