依赖冲突

[EXIA2369]

bug描述 Describe the Bug

ocr和clip冲突，全部使用cuda环境时在一段代码内实例化clip模型和ocr模型会稳定出现：OSError: [WinError 127] 找不到指定的程序。cublas64_12.dll" or one of its dependencies.

import clip
from PIL import Image
from paddleocr import PaddleOCR
import torch

from transformers import pipeline

初始化模型

device = "cuda" if torch.cuda.is_available() else "cpu" # 自动选择设备

定义模型路径

OCR_det_path = "./models/PaddleOCR/PP-OCRv5_server_det"
OCR_rec_path = "./models/PaddleOCR/PP-OCRv5_server_rec"
CLIP_model_path = "./models/CLIP/model"
tokenizer_path = "./models/qwen/tokenizer"
embedding_path = "./models/qwen/embedding"

实例化ocr模型

ocr = PaddleOCR(
use_doc_orientation_classify=False,
use_doc_unwarping=False,
use_textline_orientation=False,
text_detection_model_dir=OCR_det_path,
text_recognition_model_dir=OCR_rec_path,
)

实例化clip模型

model, preprocess = clip.load(
"ViT-L/14@336px", device=device, download_root=CLIP_model_path
)

其他补充信息 Additional Supplementary Information

No response

[cuicheng01]

是和clip的冲突还是和torch的冲突呢？这个有更细致的排查吗？

[EXIA2369]

是和clip的冲突还是和torch的冲突呢？这个有更细致的排查吗？

看了社区其他帖子发现是个老问题，和paddle ocr和torch冲突，