biondizzle/vllm
1
0
Fork 0
Code Issues Pull Requests Actions 2 Packages Projects Releases Wiki Activity

[Hardware][Intel-Gaudi] Add Intel Gaudi (HPU) inference backend (#6143)

Browse Source 
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Signed-off-by: Bob Zhu <bob.zhu@intel.com>
Signed-off-by: zehao-intel <zehao.huang@intel.com>
Signed-off-by: Konrad Zawora <kzawora@habana.ai>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Sanju C Sudhakaran <scsudhakaran@habana.ai>
Co-authored-by: Michal Adamczyk <madamczyk@habana.ai>
Co-authored-by: Marceli Fylcek <mfylcek@habana.ai>
Co-authored-by: Himangshu Lahkar <49579433+hlahkar@users.noreply.github.com>
Co-authored-by: Vivek Goel <vgoel@habana.ai>
Co-authored-by: yuwenzho <yuwen.zhou@intel.com>
Co-authored-by: Dominika Olszewska <dolszewska@habana.ai>
Co-authored-by: barak goldberg <149692267+bgoldberg-habana@users.noreply.github.com>
Co-authored-by: Michal Szutenberg <37601244+szutenberg@users.noreply.github.com>
Co-authored-by: Jan Kaniecki <jkaniecki@habana.ai>
Co-authored-by: Agata Dobrzyniewicz <160237065+adobrzyniewicz-habana@users.noreply.github.com>
Co-authored-by: Krzysztof Wisniewski <kwisniewski@habana.ai>
Co-authored-by: Dudi Lester <160421192+dudilester@users.noreply.github.com>
Co-authored-by: Ilia Taraban <tarabanil@gmail.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Michał Kuligowski <mkuligowski@habana.ai>
Co-authored-by: Jakub Maksymczuk <jmaksymczuk@habana.ai>
Co-authored-by: Tomasz Zielinski <85164140+tzielinski-habana@users.noreply.github.com>
Co-authored-by: Sun Choi <schoi@habana.ai>
Co-authored-by: Iryna Boiko <iboiko@habana.ai>
Co-authored-by: Bob Zhu <41610754+czhu15@users.noreply.github.com>
Co-authored-by: hlin99 <73271530+hlin99@users.noreply.github.com>
Co-authored-by: Zehao Huang <zehao.huang@intel.com>
Co-authored-by: Andrzej Kotłowski <Andrzej.Kotlowski@intel.com>
Co-authored-by: Yan Tomsinsky <73292515+Yantom1@users.noreply.github.com>
Co-authored-by: Nir David <ndavid@habana.ai>
Co-authored-by: Yu-Zhou <yu.zhou@intel.com>
Co-authored-by: Ruheena Suhani Shaik <rsshaik@habana.ai>
Co-authored-by: Karol Damaszke <kdamaszke@habana.ai>
Co-authored-by: Marcin Swiniarski <mswiniarski@habana.ai>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Jacek Czaja <jacek.czaja@intel.com>
Co-authored-by: Jacek Czaja <jczaja@habana.ai>
Co-authored-by: Yuan <yuan.zhou@outlook.com>
This commit is contained in:
Konrad Zawora
2024-11-06 10:09:10 +01:00
committed by GitHub
parent a5fda50a10
commit a02a50e6e5
31 changed files with 4279 additions and 20 deletions
Download Patch File Download Diff File Expand all files Collapse all files

8
vllm/attention/selector.py
View File

@@ -23,6 +23,7 @@ class _Backend(enum.Enum):
TORCH_SDPA = enum.auto()
OPENVINO = enum.auto()
FLASHINFER = enum.auto()
HPU_ATTN = enum.auto()
PALLAS = enum.auto()
IPEX = enum.auto()
NO_ATTENTION = enum.auto()
@@ -145,6 +146,10 @@ def get_attn_backend(
logger.info("Using Flashinfer backend.")
from vllm.attention.backends.flashinfer import FlashInferBackend
return FlashInferBackend
elif backend == _Backend.HPU_ATTN:
logger.info("Using HPUAttention backend.")
from vllm.attention.backends.hpu_attn import HPUAttentionBackend
return HPUAttentionBackend
elif backend == _Backend.PALLAS:
logger.info("Using Pallas backend.")
from vllm.attention.backends.pallas import PallasAttentionBackend
@@ -220,6 +225,9 @@ def which_attn_to_use(
logger.info("%s is not supported in AMD GPUs.", selected_backend)
return _Backend.ROCM_FLASH
if current_platform.is_hpu():
return _Backend.HPU_ATTN
if envs.VLLM_USE_V1:
return _Backend.FLASH_ATTN_VLLM_V1