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refactor: remove inference model pytorch from onnx #661

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merged 2 commits into from
Mar 24, 2022
Merged

refactor: remove inference model pytorch from onnx #661

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43ca91a
refactor: remove inference model pytorch from onnx
bwanglzu Mar 24, 2022
20a1952
refactor: remove test script
bwanglzu Mar 24, 2022
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19 changes: 9 additions & 10 deletions server/clip_server/executors/clip_onnx.py
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Original file line number Diff line number Diff line change
Expand Up @@ -55,17 +55,16 @@ async def encode(self, docs: 'DocumentArray', **kwargs):
_img_da = docs.find({'blob': {'$exists': True}})
_txt_da = docs.find({'text': {'$exists': True}})

with torch.inference_mode():
# for image
if _img_da:
_img_da.apply(self._preproc_image)
_img_da.embeddings = self._model.encode_image(_img_da.tensors)
# for image
if _img_da:
_img_da.apply(self._preproc_image)
_img_da.embeddings = self._model.encode_image(_img_da.tensors)

# for text
if _txt_da:
texts = self._preproc_text(_txt_da)
_txt_da.embeddings = self._model.encode_text(_txt_da.tensors)
_txt_da.texts = texts
# for text
if _txt_da:
texts = self._preproc_text(_txt_da)
_txt_da.embeddings = self._model.encode_text(_txt_da.tensors)
_txt_da.texts = texts

# drop tensors
docs.tensors = None