GitLab

* [Example] Optimize online_softmax example

- Y should be output in float16.
- BN needs to be equal to N to be really online.
- On my H100 machine, this increase speedup from 1.424x to 2.788x.

* enhance

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Co-authored-by: LeiWang1999 <leiwang1999@outlook.com>

* [Example] Update kernel compilation in examples to use @tilelang.jit

- Refactored multiple examples to eliminate the use of `tilelang.compile` for kernel creation, directly invoking the functions instead.
- Added `@tilelang.jit` decorators with appropriate output indices to enhance performance and maintainability.
- Improved code clarity by simplifying the kernel invocation process across various examples, ensuring consistency in how kernels are defined and executed.

* format

* Update example_tilelang_sparse_gqa_decode_varlen_indice.py

* Update example_dequant_gemm_fine_grained.py

* Update example_gemm_autotune.py

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Co-authored-by: Lei Wang <34334180+LeiWang1999@users.noreply.github.com>

* feat: add a easy version for online softmax

* fix: set x & y to fragment memory to load data from global memory

* feat: apply format check

* Add License

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Co-authored-by: Lei Wang <34334180+LeiWang1999@users.noreply.github.com>