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[Optimization] support mm prefill batch (#5313)
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Browse Source 
* support mm prefill batch

* update code

* update code

* update code

* update code

* fix encoder cache bug

* update code

* update code

* fix bug

* fix paddle ocr bug

* fix xpu bug

* update code
This commit is contained in:
kevin
2025-12-11 22:21:14 +08:00
committed by GitHub
parent 7116982995
commit 954a145d57
14 changed files with 769 additions and 296 deletions
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fastdeploy/worker/metax_model_runner.py
-9
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@@ -2726,12 +2726,6 @@ class MetaxModelRunner(ModelRunnerBase):
images = images / self.image_preprocess.image_std_tensor
images = images.cast("bfloat16")
token_type_ids = inputs["token_type_ids"]
token_type_ids_w_video = token_type_ids
input_ids = inputs["input_ids"]
# convert to img patch id
image_mask = input_ids == self.model_config.im_patch_id
image_type_ids = inputs["image_type_ids"]
with paddle.amp.auto_cast(
True,
custom_black_list=self.amp_black,
@@ -2748,9 +2742,6 @@ class MetaxModelRunner(ModelRunnerBase):
# ernie-vl has resampler_model
image_features = self.model.resampler_model(
image_features,
image_mask,
token_type_ids_w_video,
image_type_ids,
grid_thw,
)
return image_features