Commit Graph

5 Commits (e37ee2fb65fc77c275b816968d91776322fd7695)

Author SHA1 Message Date
Steve Luo be396ad6cc
[Inference/Kernel] Add Paged Decoding kernel, sequence split within the same thread block (#5531)
* feat flash decoding for paged attention

* refactor flashdecodingattention

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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2024-04-18 16:45:07 +08:00
yuehuayingxueluo f366a5ea1f
[Inference/kernel]Add Fused Rotary Embedding and KVCache Memcopy CUDA Kernel (#5418)
* add rotary embedding kernel

* add rotary_embedding_kernel

* add fused rotary_emb and kvcache memcopy

* add fused_rotary_emb_and_cache_kernel.cu

* add fused_rotary_emb_and_memcopy

* fix bugs in fused_rotary_emb_and_cache_kernel.cu

* fix ci bugs

* use vec memcopy and opt the  gloabl memory access

* fix code style

* fix test_rotary_embdding_unpad.py

* codes revised based on the review comments

* fix bugs about include path

* rm inline
2024-03-13 17:20:03 +08:00
Steve Luo f7aecc0c6b
feat rmsnorm cuda kernel and add unittest, benchmark script (#5417) 2024-03-08 16:21:12 +08:00
yuehuayingxueluo 0aa27f1961
[Inference]Move benchmark-related code to the example directory. (#5408)
* move benchmark-related code to the example directory.

* fix bugs in test_fused_rotary_embedding.py
2024-02-28 16:46:03 +08:00
yuehuayingxueluo 600881a8ea
[Inference]Add CUDA KVCache Kernel (#5406)
* add cuda KVCache kernel

* annotation benchmark_kvcache_copy

* add use cuda

* fix import path

* move benchmark scripts to example/

* rm benchmark codes in test_kv_cache_memcpy.py

* rm redundancy codes

* rm redundancy codes

* pr was modified according to the review
2024-02-28 14:36:50 +08:00