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

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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
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17
vllm/model_executor/layers/vocab_parallel_embedding.py
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@@ -12,6 +12,7 @@ from vllm.model_executor.layers.quantization.base_config import (
QuantizationConfig, QuantizeMethodBase, method_has_implemented_embedding)
from vllm.model_executor.parameter import BasevLLMParameter
from vllm.model_executor.utils import set_weight_attrs
from vllm.platforms import current_platform
DEFAULT_VOCAB_PADDING_SIZE = 64
@@ -382,8 +383,20 @@ class VocabParallelEmbedding(torch.nn.Module):
# Copy the data.
loaded_weight = loaded_weight.narrow(output_dim, start_idx, shard_size)
param[:loaded_weight.shape[0]].data.copy_(loaded_weight)
param[loaded_weight.shape[0]:].data.fill_(0)
if current_platform.is_hpu():
# FIXME(kzawora): Weight copy with slicing bugs out on Gaudi here,
# so we're using a workaround. Remove this when fixed in
# HPU PT bridge.
padded_weight = torch.cat([
loaded_weight,
torch.zeros(param.shape[0] - loaded_weight.shape[0],
*loaded_weight.shape[1:])
])
param.data.copy_(padded_weight)
else:
param[:loaded_weight.shape[0]].data.copy_(loaded_weight)
param[loaded_weight.shape[0]:].data.fill_(0)
def forward(self, input_):
if self.tp_size > 1: