昇腾环境ppstreuct部署问题记录
测试代码
我是在华为昇腾910B3上测试的PPStructure。
import os
import cv2
from PIL import Image
#from paddleocr import PPStructure,draw_structure_result,save_structure_res
from paddleocr_asyncio import PPStructuretable_engine = PPStructure(show_log=True, image_orientation=True, use_npu=True) #use_npu=False可以使用cpu推理img_path = '/Users/fulva/Desktop/PicRec/table3.png'
img = cv2.imread(img_path)
result = table_engine(img)print(f"result:", result)
问题1： Cannot open file inference.json
完整的报错如下：
[2025/01/18 03:22:27] ppcls WARNING: The current running environment does not support the use of GPU. CPU has been used instead.
Traceback (most recent call last):File "/home/aicc/paddleocr/test_pps.py", line 7, in <module>table_engine = PPStructure(show_log=True, image_orientation=True, use_npu=False)
.......
RuntimeError: (NotFound) Cannot open file /root/.paddleclas/inference_model/PULC/text_image_orientation/inference.json, please confirm whether the file is normal.[Hint: Expected paddle::inference::IsFileExists(prog_file_) == true, but received paddle::inference::IsFileExists(prog_file_):0 != true:1.] (at /paddle/paddle/fluid/inference/api/analysis_config.cc:111)(MindIE_1.0.RC2) root@5e3540875002:/home/aicc/paddleocr# ls /root/.paddleclas/inference_model/PULC/text_image_orientation/
inference.pdiparams inference.pdiparams.info inference.pdmodel报错很明显，找不到/root/.paddleclas/inference_model/PULC/text_image_orientation/inference.json这个文件，这个文件目录是自动下载的模型目录，的确没这个文件。应该是百度的模型格式改了，导致找不到。
参考：https://github.com/PaddlePaddle/PaddleClas/issues/3329
解决方法：
export FLAGS_enable_pir_api=0
问题2：StridedSliceAssignD算子不支持
模型加载出错，查看plog看到如下打印
[ERROR] GE(3453963,python):2025-01-18-04:45:16.963.458 [dnnengine_manager.cc:399]3459354 GetDNNEngineName: ErrorNo: 1343242282(assign engine failed) [COMP][SUB_OPT][Check][OpSupported]Op type StridedSliceAssignD of ops kernel AIcoreEngine is unsupported, reason : [tbe-custom]:op type StridedSliceAssignD is not found in this op store.[tbe-custom1]:op type StridedSliceAssignD is not found in this op store.[tbe-custom]:op type StridedSliceAssignD is not found in this op store.[tbe-custom1]:op type StridedSliceAssignD is not found in this op store.The op is dynamic shape, but is not configured to support dynamic shape in op store
[ERROR] GE(3453963,python):2025-01-18-04:45:16.963.946 [dnnengine_manager.cc:416]3459354 GetDNNEngineName: ErrorNo: 1343242282(assign engine failed) [COMP][SUB_OPT][Get][DNNEngineName]Can't find any supported ops kernel and engine of StridedSliceAssign34, type is StridedSliceAssignD
[ERROR] GE(3453963,python):2025-01-18-04:45:16.964.163 [engine_place.cc:68]3459354 SelectEngine: ErrorNo: 1343229963(GE is not yet initialized or is finalized.) [COMP][SUB_OPT][Check][Param] Can not find engine of op name StridedSliceAssign34 type StridedSliceAssignD
[ERROR] GE(3453963,python):2025-01-18-04:45:16.964.368 [engine_place.cc:144]3459354 operator(): ErrorNo: 4294967295(failed) [COMP][SUB_OPT]Assert ((SelectEngine(node_ptr, exclude_engines, is_check_support_success, op_info)) == ge::SUCCESS) failed
临时解决方案：https://gitee.com/ascend/modelzoo/issues/I6Y31Z?from=project-issue&search_text=StridedSliceAssignD
也就是将其它算子修改名字和配置假装是StridedSliceAssignD算子。我没事，网上说这个方法有效。