PaddleOCR Freezes on M2 MacOS Ventura version 13.5 #11079

pranay-009 · 2023-10-13T11:19:07Z

I installed

PyMuPDF-1.20.2 and paddleocr-2.7.0 and PaddlePaddle 2.3.2
I was using python 3.8.18
System Information :Mac M2 MacOS Ventura version 13.5

I had to force and stop the process

code sample

from paddleocr import PaddleOCR
ocr = PaddleOCR(use_angle_cls=True, lang='en') # need to run only once to download and load model into memory
img_path = '/Users/pranaysaha/Developer/OCR/sample.jpeg'
result = ocr.ocr(img_path, cls=True)

pavan5849 · 2023-11-22T08:59:48Z

I'm also facing same issue
My configuration:
Python 3.9.6
Macos: Sonoma 14.1.1
Apple M2 pro
imageio==2.10.1
opencv-contrib-python==4.6.0.66
opencv-python-headless==4.6.0.66
protobuf==3.20.0
paddleocr==2.7.0.3
paddlepaddle==2.4.0

nvinayvarma189 · 2023-12-05T09:48:16Z

I'm also facing same issue. My configuration:

Python 3.10.12
Macos: Sonoma 14.1.2
Apple M2 pro

opencv-contrib-python==4.6.0.66
opencv-python==4.6.0.66
protobuf==4.25.1
paddleocr==2.7.0.3
paddlepaddle==2.5.1
pymupdf==1.20.0

I tried the same code as @pranay-009 and the execution freezes after this:

[2023/12/05 15:17:08] ppocr DEBUG: Namespace(help='==SUPPRESS==', use_gpu=False, use_xpu=False, use_npu=False, ir_optim=True, use_tensorrt=False, min_subgraph_size=15, precision='fp32', gpu_mem=500, gpu_id=0, image_dir=None, page_num=0, det_algorithm='DB', det_model_dir='/Users/roronoa/.paddleocr/whl/det/en/en_PP-OCRv3_det_infer', det_limit_side_len=960, det_limit_type='max', det_box_type='quad', det_db_thresh=0.3, det_db_box_thresh=0.6, det_db_unclip_ratio=1.5, max_batch_size=10, use_dilation=False, det_db_score_mode='fast', det_east_score_thresh=0.8, det_east_cover_thresh=0.1, det_east_nms_thresh=0.2, det_sast_score_thresh=0.5, det_sast_nms_thresh=0.2, det_pse_thresh=0, det_pse_box_thresh=0.85, det_pse_min_area=16, det_pse_scale=1, scales=[8, 16, 32], alpha=1.0, beta=1.0, fourier_degree=5, rec_algorithm='SVTR_LCNet', rec_model_dir='/Users/roronoa/.paddleocr/whl/rec/en/en_PP-OCRv4_rec_infer', rec_image_inverse=True, rec_image_shape='3, 48, 320', rec_batch_num=6, max_text_length=25, rec_char_dict_path='/Users/roronoa/.local/share/virtualenvs/hemkund-backend-w6cFaI3p/lib/python3.10/site-packages/paddleocr/ppocr/utils/en_dict.txt', use_space_char=True, vis_font_path='./doc/fonts/simfang.ttf', drop_score=0.5, e2e_algorithm='PGNet', e2e_model_dir=None, e2e_limit_side_len=768, e2e_limit_type='max', e2e_pgnet_score_thresh=0.5, e2e_char_dict_path='./ppocr/utils/ic15_dict.txt', e2e_pgnet_valid_set='totaltext', e2e_pgnet_mode='fast', use_angle_cls=True, cls_model_dir='/Users/roronoa/.paddleocr/whl/cls/ch_ppocr_mobile_v2.0_cls_infer', cls_image_shape='3, 48, 192', label_list=['0', '180'], cls_batch_num=6, cls_thresh=0.9, enable_mkldnn=False, cpu_threads=10, use_pdserving=False, warmup=False, sr_model_dir=None, sr_image_shape='3, 32, 128', sr_batch_num=1, draw_img_save_dir='./inference_results', save_crop_res=False, crop_res_save_dir='./output', use_mp=False, total_process_num=1, process_id=0, benchmark=False, save_log_path='./log_output/', show_log=True, use_onnx=False, output='./output', table_max_len=488, table_algorithm='TableAttn', table_model_dir=None, merge_no_span_structure=True, table_char_dict_path=None, layout_model_dir=None, layout_dict_path=None, layout_score_threshold=0.5, layout_nms_threshold=0.5, kie_algorithm='LayoutXLM', ser_model_dir=None, re_model_dir=None, use_visual_backbone=True, ser_dict_path='../train_data/XFUND/class_list_xfun.txt', ocr_order_method=None, mode='structure', image_orientation=False, layout=True, table=True, ocr=True, recovery=False, use_pdf2docx_api=False, invert=False, binarize=False, alphacolor=(255, 255, 255), lang='en', det=True, rec=True, type='ocr', ocr_version='PP-OCRv4', structure_version='PP-StructureV2')

sanduluca · 2023-12-19T08:21:10Z

I have same issue. Does anyone have a solution for this ?

Apple M2 Pro, 16 GB, Sonoma 14.0
Python 3.11.6

numpy==1.26.2
opencv-contrib-python==4.8.1.78
opencv-python==4.8.1.78
paddleocr==2.6.0.1
paddlepaddle==2.5.2
pandas==2.1.4
Pillow==10.1.0
protobuf==4.23.4
PyMuPDF==1.21.1

PterX · 2023-12-21T13:22:20Z

I have same issue. Does anyone have a solution for this ?

linjson · 2024-01-17T03:29:33Z

I have same issue,

BB86818BB · 2024-01-20T12:18:47Z

I have same issue,
m1 pro
paddlepaddle 2.6.0
paddleocr 2.6.0.1
Python 3.8.18
opencv-contrib-python 4.6.0.66/4.9.0.80
opencv-python 4.6.0.66/4.9.0.80

linjson · 2024-01-25T09:02:05Z

先用 rapidocr平替吧,用 onnx推理,模型还是用paddle的,在m2上可用

vikasr111 · 2024-02-10T01:40:09Z

I am facing the same issue on Macbook M3 Pro.
paddlepaddle==2.6.0
paddleocr==2.7.0.3

Macos: Sonoma 14.1.2
Python 3.10.13 (But it doesn't matter, tested on multiple Python version).
I hope there's some solution to running this on Mac with Apple Silicon.

benx13 · 2024-02-29T17:28:09Z

same issue running on M1 Pro

jzhang533 · 2024-03-01T05:58:18Z

cc: @michaelowenliu @dyning @tink2123
This should be a high-priority issue that needs the maintainers' attention.

jzhang533 · 2024-03-01T10:05:50Z

I can run the following script on my Apple M1, macOS Monterey, python 3.9.13 without freezing issue.

from paddleocr import PaddleOCR
ocr = PaddleOCR(use_angle_cls=True, lang='en')
img_path = './1.jpeg'
result = ocr.ocr(img_path, cls=True)

I have the following packages installed:

paddleocr 2.7.0.3
paddlepaddle 2.6.0

I'm unclear about the differences between the various M-series chips, but I'm hoping they'll be compatible.
Would anyone be willing to upgrade PaddlePaddle to version 2.6.0 and share the result?

benx13 · 2024-03-01T10:26:52Z

I can run the following script on my Apple M1, macOS Monterey, python 3.9.13 without freezing issue.
from paddleocr import PaddleOCR
ocr = PaddleOCR(use_angle_cls=True, lang='en')
img_path = './1.jpeg'
result = ocr.ocr(img_path, cls=True)
I have the following packages installed:

paddleocr 2.7.0.3 paddlepaddle 2.6.0

I'm unclear about the differences between the various M-series chips, but I'm hoping they'll be compatible. Would anyone be willing to upgrade PaddlePaddle to version 2.6.0 and share the result?

I've got
python 3.9.6
Sonoma 14.2.1

paddleocr 2.7.0.3
paddlepaddle 2.6.0
PyMuPDF 1.20.2

still freezing

sunzhongkai588 · 2024-03-06T11:26:38Z

I've got python 3.9.6 Sonoma 14.2.1

paddleocr 2.7.0.3 paddlepaddle 2.6.0 PyMuPDF 1.20.2

still freezing

I'm using Python 3.9.13 and Sonoma 14.0, with all other package versions matching yours.

I can run the program successfully. It's possible there may be an issue with your image. Could you share an example image？

benx13 · 2024-03-06T21:12:12Z

I've got python 3.9.6 Sonoma 14.2.1
paddleocr 2.7.0.3 paddlepaddle 2.6.0 PyMuPDF 1.20.2
still freezing

I'm using Python 3.9.13 and Sonoma 14.0, with all other package versions matching yours.

I can run the program successfully. It's possible there may be an issue with your image. Could you share an example image？

you can use:
img_path = './imgs_en/img_12.jpg'
from the official PaddleOCR repository

jzhang533 · 2024-03-07T02:50:18Z

you can use:
img_path = './imgs_en/img_12.jpg'
from the official PaddleOCR repository

still can't reproduce this freezing issue, can you share result of running this :
python -mplatform 'platform.platform()'

R4Ajeti · 2024-03-11T03:13:15Z

@jzhang533 I have same issue as @benx13
apple M3 pro
python version: 3.12.1
paddleocr==2.6.0.1
paddlepaddle==2.6.0
PyMuPDF==1.23.26
opencv-contrib-python==4.6.0.66
opencv-python==4.6.0.66

python -mplatform 'platform.platform()'
gives this one:
macOS-14.4-arm64-arm-64bit

kilimchoi · 2024-03-16T19:12:53Z

@jzhang533 experiencing the same thing.
I have:

Apple M1 Ventura 13.1
Python 3.10.12
paddleocr==2.7.0.3
paddlepaddle==2.6.0
pymupdf==1.20.2

python -mplatform 'platform.platform()' returns: macOS-13.1-arm64-arm-64bit

benx13 · 2024-03-17T12:17:10Z

you can use:
img_path = './imgs_en/img_12.jpg'
from the official PaddleOCR repository

still can't reproduce this freezing issue, can you share result of running this : python -mplatform 'platform.platform()'

python -mplatform 'platform.platform()'

@jzhang533 it gives:
macOS-14.2.1-arm64-arm-64bit
references:
python 3.9.6
paddleocr 2.7.0.3
paddlepaddle 2.6.0
PyMuPDF 1.20.2
M1 Pro chip

avakashsahoo-spry · 2024-03-27T08:44:35Z

macOS-14.1.2-arm64-arm-64bit

Getting stuck in my mac M2 as well

benx13 · 2024-03-27T08:56:26Z

@jzhang533 surprisingly, on a different Python version, it worked for me technically on the default version so the way I had it set up is I installed it on python 3.9 which is not my default Python my default is 3.12. When I installed it on python 3.12 it surprisingly works no issues.

avakashsahoo-spry · 2024-03-27T11:06:54Z

@jzhang533 surprisingly, on a different Python version, it worked for me technically on the default version so the way I had it set up is I installed it on python 3.9 which is not my default Python my default is 3.12. When I installed it on python 3.12 it surprisingly works no issues.

Gets stuck on 3.12 version as well

R4Ajeti · 2024-03-27T11:28:19Z

@jzhang533 surprisingly, on a different Python version, it worked for me technically on the default version so the way I had it set up is I installed it on python 3.9 which is not my default Python my default is 3.12. When I installed it on python 3.12 it surprisingly works no issues.

Gets stuck on 3.12 version as well

Ofc it does, I have debugged it fully and the conclusion: problem lies on paddlepaddle inference not on paddle ocr check this thread for more info:
#11706

vikasr111 · 2024-03-27T16:00:28Z

For all who are still facing this issue, I have managed to run to successfully on Mac M3 Pro using Docker. Here's the Dockerfile you can use to build and run PaddleOCR. Hope this helps.

# Base Stage: Install common dependencies
FROM python:3.10-slim-bullseye

# Set the working directory in the container to /app
WORKDIR /app

# Set PYTHONPATH to include the /app directory
ENV PYTHONPATH="${PYTHONPATH}:/app"

# Add the rest of the current directory contents into the container at /app
COPY . .

# Install dependencies for OCR
RUN apt-get update \
    && apt-get install --no-install-recommends -y ffmpeg libsm6 libxext6 build-essential \
    # Install your Python packages that require compilation here
    && pip install --no-cache-dir python-dotenv==1.0.1 \
    && pip install --no-cache-dir paddlepaddle==2.6.0 \
    && pip install --no-cache-dir paddleocr==2.7.0.3 \
    # Cleanup: Remove build-essential and cleanup apt cache in the same command
    && apt-get purge -y build-essential \
    && apt-get autoremove -y \
    && rm -rf /var/lib/apt/lists/* /root/.cache/pip

To build and run this Docker image:

docker build -t paddle-ocr
docker exec -it paddle-ocr /bin/bash

jinbinhan · 2024-03-27T23:51:41Z

同样在M2上卡住了

fuji246 · 2024-04-04T16:57:13Z

For all who are still facing this issue, I have managed to run to successfully on Mac M3 Pro using Docker. Here's the Dockerfile you can use to build and run PaddleOCR. Hope this helps.

# Base Stage: Install common dependencies
FROM python:3.10-slim-bullseye

# Set the working directory in the container to /app
WORKDIR /app

# Set PYTHONPATH to include the /app directory
ENV PYTHONPATH="${PYTHONPATH}:/app"

# Add the rest of the current directory contents into the container at /app
COPY . .

# Install dependencies for OCR
RUN apt-get update \
    && apt-get install --no-install-recommends -y ffmpeg libsm6 libxext6 build-essential \
    # Install your Python packages that require compilation here
    && pip install --no-cache-dir python-dotenv==1.0.1 \
    && pip install --no-cache-dir paddlepaddle==2.6.0 \
    && pip install --no-cache-dir paddleocr==2.7.0.3 \
    # Cleanup: Remove build-essential and cleanup apt cache in the same command
    && apt-get purge -y build-essential \
    && apt-get autoremove -y \
    && rm -rf /var/lib/apt/lists/* /root/.cache/pip

To build and run this Docker image:

docker build -t paddle-ocr
docker exec -it paddle-ocr /bin/bash

not working

root@e310947389a8:/app# paddleocr --image_dir /mnt/UML\ diagram.jpg --lang en --use_gpu false
download https://paddleocr.bj.bcebos.com/PP-OCRv3/english/en_PP-OCRv3_det_infer.tar to /root/.paddleocr/whl/det/en/en_PP-OCRv3_det_infer/en_PP-OCRv3_det_infer.tar
100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 4.00M/4.00M [00:09<00:00, 422kiB/s]


--------------------------------------
C++ Traceback (most recent call last):
--------------------------------------
0   inflateReset2

----------------------
Error Message Summary:
----------------------
FatalError: `Segmentation fault` is detected by the operating system.
  [TimeInfo: *** Aborted at 1712249711 (unix time) try "date -d @1712249711" if you are using GNU date ***]
  [SignalInfo: *** SIGSEGV (@0x18) received by PID 39 (TID 0xffffa023ed40) from PID 24 ***]

Segmentation fault

SWHL · 2024-06-13T12:20:17Z

如果问题依然存在，可以参考link

If the problem still exists, you could try to solve it according this link

paddle-bot bot assigned andyjiang1116 Oct 16, 2023

jzhang533 mentioned this issue Mar 1, 2024

Unable to run PaddleOCR on Macbook Pro M3 Pro (Apple Silicon, Arch: arm) #11588

Closed

paddle-bot bot assigned tink2123 Mar 8, 2024

jzhang533 mentioned this issue Mar 11, 2024

PaddleOcr do not work on mac anymore #11706

Closed

jzhang533 mentioned this issue Apr 10, 2024

Paddle在M系列mac机器上 pypi预编译包进行静态图infer时会hang住 PaddlePaddle/Paddle#63344

Closed

jzhang533 added triaged this issue has been looked, and triaged. needs investigation this issue needs investigation to either narrow down, or clarify apple silicon this issue happens on apple sillicon labels Apr 10, 2024

jzhang533 mentioned this issue May 21, 2024

【疑难解决】解决PaddleOCR历史存在的疑难Issue #11906

Closed

PaddlePaddle locked and limited conversation to collaborators Jun 13, 2024

SWHL converted this issue into discussion #13062 Jun 13, 2024

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PaddleOCR Freezes on M2 MacOS Ventura version 13.5 #11079

PaddleOCR Freezes on M2 MacOS Ventura version 13.5 #11079

pranay-009 commented Oct 13, 2023

pavan5849 commented Nov 22, 2023

nvinayvarma189 commented Dec 5, 2023

sanduluca commented Dec 19, 2023 •

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PterX commented Dec 21, 2023

linjson commented Jan 17, 2024

BB86818BB commented Jan 20, 2024

linjson commented Jan 25, 2024

vikasr111 commented Feb 10, 2024

benx13 commented Feb 29, 2024

jzhang533 commented Mar 1, 2024

jzhang533 commented Mar 1, 2024

benx13 commented Mar 1, 2024

sunzhongkai588 commented Mar 6, 2024

benx13 commented Mar 6, 2024

jzhang533 commented Mar 7, 2024

R4Ajeti commented Mar 11, 2024 •

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kilimchoi commented Mar 16, 2024 •

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benx13 commented Mar 17, 2024 •

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avakashsahoo-spry commented Mar 27, 2024

benx13 commented Mar 27, 2024 •

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avakashsahoo-spry commented Mar 27, 2024

R4Ajeti commented Mar 27, 2024

vikasr111 commented Mar 27, 2024

jinbinhan commented Mar 27, 2024

fuji246 commented Apr 4, 2024

SWHL commented Jun 13, 2024

This issue was moved to a discussion.

This issue was moved to a discussion.

PaddleOCR Freezes on M2 MacOS Ventura version 13.5 #11079

PaddleOCR Freezes on M2 MacOS Ventura version 13.5 #11079

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pranay-009 commented Oct 13, 2023

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