通用OCR产线执行速度慢 #3898

LvZhenChang · 2025-04-23T13:52:51Z

Checklist:

查找历史相关issue寻求解答
翻阅FAQ
翻阅PaddleX 文档
确认bug是否在新版本里还未修复

描述问题

腾讯云服务器上通过命令行方式运行通用OCR产线，识别速度慢，指定 --device gpu:0 平均需要6秒，指定--device cpu 平均需要12秒。

复现

命令：
paddlex --pipeline OCR
--input general_ocr_002.png
--use_doc_orientation_classify False
--use_doc_unwarping False
--use_textline_orientation False
--device gpu:0

环境

请提供您使用的PaddlePaddle和PaddleX的版本号
paddlePaddle 和PaddleX 均为最新版 V3.0.0-rc0
请提供您使用的操作系统信息，如Linux/Windows/MacOS

两卡GPU基础型 - 2*16GB+ | 16+TFlops SP
CPU - 16 核 | 内存 - 64GB
云硬盘 - 80GB
Ubuntu 20.04

请问您使用的Python版本是？
Python 3.12.9
请问您使用的CUDA/cuDNN的版本号是？
Driver 525.105.17, CUDA 12.0, cuDNN 8

LvZhenChang · 2025-04-23T13:55:15Z

我使用文档场景信息抽取v3（PP-ChatOCRv3-doc）产线，使用服务化部署的方式进行图片识别时，使用GPU，也是需要10秒左右才能够返回数据。

cuicheng01 · 2025-04-23T14:53:56Z

第一次初始化的时候需要时间，请问你是怎么测试的呢？如果希望获取模型的推理性能，可以使用这个文档测试

LvZhenChang · 2025-04-24T01:55:23Z

第一次初始化的时候需要时间，请问你是怎么测试的呢？如果希望获取模型的推理性能，可以使用这个文档测试

我在云服务器上按用pip安装了最新版的paddlepaddle，和paddleX，使用命令如下：
python -m pip install paddlepaddle-gpu==3.0.0 -i https://www.paddlepaddle.org.cn/packages/stable/cu118/
pip install paddlex==3.0.0rc1

然后就按照通用OCR产线使用教程，采用命令行的模式进行的测试，我实验了很多次，使用GPU基本上都需要6~7秒的时间，使用CPU需要12秒左右的时间。
我也以为是初始化的问题，所有我后面用服务化部署的方式进行测试，时间还是差不多。我看issue上大家都是毫秒级的。请问我是哪里需要再进行配置吗？我查看了云服务器的监控,GPU的使用率才不到20%，应该不是硬件的问题

LvZhenChang · 2025-04-25T02:37:05Z

### 以下是我调用文档场景信息抽取v3（PP-ChatOCRv3-doc）产线产生的日志：
The layout parsing pipeline is not initialized, will initialize it now.
Creating model: ('PP-LCNet_x1_0_doc_ori', None)
Using official model (PP-LCNet_x1_0_doc_ori), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
/home/ubuntu/miniconda3/lib/python3.12/site-packages/paddle/utils/cpp_extension/extension_utils.py:711: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md
warnings.warn(warning_message)
Creating model: ('UVDoc', None)
Using official model (UVDoc), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
Creating model: ('RT-DETR-H_layout_3cls', None)
Using official model (RT-DETR-H_layout_3cls), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
Creating model: ('PP-OCRv4_server_det', None)
Using official model (PP-OCRv4_server_det), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
Creating model: ('PP-OCRv4_server_rec', None)
Using official model (PP-OCRv4_server_rec), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
Creating model: ('PP-OCRv4_server_seal_det', None)
Using official model (PP-OCRv4_server_seal_det), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
Creating model: ('PP-OCRv4_server_rec', None)
Using official model (PP-OCRv4_server_rec), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
Creating model: ('SLANet_plus', None)
Using official model (SLANet_plus), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.

### 以下是我使用单模型性能测试的数据：

(base) ubuntu@VM-0-2-ubuntu:~/ocr$ PADDLE_PDX_INFER_BENCHMARK=True PADDLE_PDX_INFER_BENCHMARK_WARMUP=5 PADDLE_PDX_INFER_BENCHMARK_ITERS=10 PADDLE_PDX_INFER_BENCHMARK_OUTPUT_DIR=./benchmark python test_infer.py
Using official model (PP-LCNet_x1_0_doc_ori), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
/home/ubuntu/miniconda3/lib/python3.12/site-packages/paddle/utils/cpp_extension/extension_utils.py:711: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md
warnings.warn(warning_message)
Warmup Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 5 | 1 | 5 | Preprocessing | 16.10610800 | 16.10610800 |
| 5 | 1 | 5 | Inference | 44.23472040 | 44.23472040 |
| 5 | 1 | 5 | Postprocessing | 0.10048160 | 0.10048160 |
| 5 | 1 | 5 | Core | 60.44131000 | 60.44131000 |
| 5 | 1 | 5 | Other | 0.31048580 | 0.31048580 |
| 5 | 1 | 5 | End-to-End | 60.75179580 | 60.75179580 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
Operation Info
+------------------------+---------------------------------------------------------------------------------------------------------------------+
| Operation | Source Code Location |
+------------------------+---------------------------------------------------------------------------------------------------------------------+
| ReadImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/common/reader/image_reader.py:47 |
| ResizeByShort | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:203 |
| Crop | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/image_classification/processors.py:45 |
| Normalize | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:268 |
| ToCHWImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:277 |
| ToBatch | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:284 |
| PaddleInferChainLegacy | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/static_infer.py:293 |
| Topk | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/image_classification/processors.py:83 |
+------------------------+---------------------------------------------------------------------------------------------------------------------+
Detail Data
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Operation | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| 10 | 1 | 10 | ReadImage | 14.21120310 | 14.21120310 |
| 10 | 1 | 10 | ResizeByShort | 0.83018590 | 0.83018590 |
| 10 | 1 | 10 | Crop | 0.01069680 | 0.01069680 |
| 10 | 1 | 10 | Normalize | 0.24319110 | 0.24319110 |
| 10 | 1 | 10 | ToCHWImage | 0.00319160 | 0.00319160 |
| 10 | 1 | 10 | ToBatch | 0.07788250 | 0.07788250 |
| 10 | 1 | 10 | PaddleInferChainLegacy | 3.10805520 | 3.10805520 |
| 10 | 1 | 10 | Topk | 0.09051050 | 0.09051050 |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
Summary Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 10 | 1 | 10 | Preprocessing | 15.37635100 | 15.37635100 |
| 10 | 1 | 10 | Inference | 3.10805520 | 3.10805520 |
| 10 | 1 | 10 | Postprocessing | 0.09051050 | 0.09051050 |
| 10 | 1 | 10 | Core | 18.57491670 | 18.57491670 |
| 10 | 1 | 10 | Other | 0.27265820 | 0.27265820 |
| 10 | 1 | 10 | End-to-End | 18.84757490 | 18.84757490 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
{'res': {'input_path': 'vehicle_certificate-1.png', 'page_index': None, 'class_ids': array([0], dtype=int32), 'scores': array([0.85084], dtype=float32), 'label_names': ['0']}}

C++ Traceback (most recent call last):

0 phi::OneDNNContextThreadLocals::Body::~Body()
1 phi::OneDNNContext::Impl::ResetBlobMap(void*)

Error Message Summary:

FatalError: Process abort signal is detected by the operating system.
[TimeInfo: *** Aborted at 1745547746 (unix time) try "date -d @1745547746" if you are using GNU date ***]
[SignalInfo: *** SIGABRT (@0x3e80003b25d) received by PID 242269 (TID 0x7fa718b874c0) from PID 242269 ***]

Aborted (core dumped)
(base) ubuntu@VM-0-2-ubuntu:~/ocr$ PADDLE_PDX_INFER_BENCHMARK=True PADDLE_PDX_INFER_BENCHMARK_WARMUP=5 PADDLE_PDX_INFER_BENCHMARK_ITERS=10 PADDLE_PDX_INFER_BENCHMARK_OUTPUT_DIR=./benchmark python test_infer.py
Using official model (UVDoc), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
/home/ubuntu/miniconda3/lib/python3.12/site-packages/paddle/utils/cpp_extension/extension_utils.py:711: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md
warnings.warn(warning_message)
Warmup Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 5 | 1 | 5 | Preprocessing | 28.85199060 | 28.85199060 |
| 5 | 1 | 5 | Inference | 108.20549980 | 108.20549980 |
| 5 | 1 | 5 | Postprocessing | 2.28947760 | 2.28947760 |
| 5 | 1 | 5 | Core | 139.34696800 | 139.34696800 |
| 5 | 1 | 5 | Other | 6.77393380 | 6.77393380 |
| 5 | 1 | 5 | End-to-End | 146.12090180 | 146.12090180 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
Operation Info
+------------------------+----------------------------------------------------------------------------------------------------------------+
| Operation | Source Code Location |
+------------------------+----------------------------------------------------------------------------------------------------------------+
| ReadImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/common/reader/image_reader.py:47 |
| Normalize | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:268 |
| ToCHWImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:277 |
| ToBatch | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:284 |
| PaddleInferChainLegacy | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/static_infer.py:293 |
| DocTrPostProcess | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/image_unwarping/processors.py:51 |
+------------------------+----------------------------------------------------------------------------------------------------------------+
Detail Data
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Operation | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| 10 | 1 | 10 | ReadImage | 13.77925450 | 13.77925450 |
| 10 | 1 | 10 | Normalize | 9.93281320 | 9.93281320 |
| 10 | 1 | 10 | ToCHWImage | 0.00651240 | 0.00651240 |
| 10 | 1 | 10 | ToBatch | 3.34585280 | 3.34585280 |
| 10 | 1 | 10 | PaddleInferChainLegacy | 33.20407950 | 33.20407950 |
| 10 | 1 | 10 | DocTrPostProcess | 2.03138040 | 2.03138040 |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
Summary Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 10 | 1 | 10 | Preprocessing | 27.06443290 | 27.06443290 |
| 10 | 1 | 10 | Inference | 33.20407950 | 33.20407950 |
| 10 | 1 | 10 | Postprocessing | 2.03138040 | 2.03138040 |
| 10 | 1 | 10 | Core | 62.29989280 | 62.29989280 |
| 10 | 1 | 10 | Other | 6.49463190 | 6.49463190 |
| 10 | 1 | 10 | End-to-End | 68.79452470 | 68.79452470 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
{'res': {'input_path': 'vehicle_certificate-1.png', 'page_index': None, 'doctr_img': '...'}}

C++ Traceback (most recent call last):

0 phi::OneDNNContextThreadLocals::Body::~Body()
1 phi::OneDNNContext::Impl::ResetBlobMap(void*)

Error Message Summary:

FatalError: Process abort signal is detected by the operating system.
[TimeInfo: *** Aborted at 1745547781 (unix time) try "date -d @1745547781" if you are using GNU date ***]
[SignalInfo: *** SIGABRT (@0x3e80003bce7) received by PID 244967 (TID 0x7fdbad75c4c0) from PID 244967 ***]

Aborted (core dumped)
(base) ubuntu@VM-0-2-ubuntu:~/ocr$ PADDLE_PDX_INFER_BENCHMARK=True PADDLE_PDX_INFER_BENCHMARK_WARMUP=5 PADDLE_PDX_INFER_BENCHMARK_ITERS=10 PADDLE_PDX_INFER_BENCHMARK_OUTPUT_DIR=./benchmark python test_infer.py
Using official model (RT-DETR-H_layout_3cls), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
/home/ubuntu/miniconda3/lib/python3.12/site-packages/paddle/utils/cpp_extension/extension_utils.py:711: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md
warnings.warn(warning_message)
Warmup Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 5 | 1 | 5 | Preprocessing | 20.68160440 | 20.68160440 |
| 5 | 1 | 5 | Inference | 283.40761300 | 283.40761300 |
| 5 | 1 | 5 | Postprocessing | 0.09451720 | 0.09451720 |
| 5 | 1 | 5 | Core | 304.18373460 | 304.18373460 |
| 5 | 1 | 5 | Other | 2.89608160 | 2.89608160 |
| 5 | 1 | 5 | End-to-End | 307.07981620 | 307.07981620 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
Operation Info
+------------------------+------------------------------------------------------------------------------------------------------------------+
| Operation | Source Code Location |
+------------------------+------------------------------------------------------------------------------------------------------------------+
| ReadImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/object_detection/processors.py:38 |
| Resize | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/object_detection/processors.py:103 |
| Normalize | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/object_detection/processors.py:134 |
| ToCHWImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/object_detection/processors.py:147 |
| ToBatch | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/object_detection/processors.py:205 |
| PaddleInferChainLegacy | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/static_infer.py:293 |
| DetPostProcess | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/object_detection/processors.py:831 |
+------------------------+------------------------------------------------------------------------------------------------------------------+
Detail Data
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Operation | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| 10 | 1 | 10 | ReadImage | 13.82514320 | 13.82514320 |
| 10 | 1 | 10 | Resize | 2.43754600 | 2.43754600 |
| 10 | 1 | 10 | Normalize | 2.39597400 | 2.39597400 |
| 10 | 1 | 10 | ToCHWImage | 0.00415720 | 0.00415720 |
| 10 | 1 | 10 | ToBatch | 1.17791910 | 1.17791910 |
| 10 | 1 | 10 | PaddleInferChainLegacy | 105.04511930 | 105.04511930 |
| 10 | 1 | 10 | DetPostProcess | 0.10107210 | 0.10107210 |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
Summary Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 10 | 1 | 10 | Preprocessing | 19.84073950 | 19.84073950 |
| 10 | 1 | 10 | Inference | 105.04511930 | 105.04511930 |
| 10 | 1 | 10 | Postprocessing | 0.10107210 | 0.10107210 |
| 10 | 1 | 10 | Core | 124.98693090 | 124.98693090 |
| 10 | 1 | 10 | Other | 2.52210920 | 2.52210920 |
| 10 | 1 | 10 | End-to-End | 127.50904010 | 127.50904010 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
{'res': {'input_path': 'vehicle_certificate-1.png', 'page_index': None, 'boxes': [{'cls_id': 1, 'label': 'table', 'score': 0.9311704039573669, 'coordinate': [73.02191, 95.94136, 667.29877, 980.638]}]}}

C++ Traceback (most recent call last):

0 phi::OneDNNContextThreadLocals::Body::~Body()
1 phi::OneDNNContext::Impl::ResetBlobMap(void*)

Error Message Summary:

FatalError: Process abort signal is detected by the operating system.
[TimeInfo: *** Aborted at 1745547810 (unix time) try "date -d @1745547810" if you are using GNU date ***]
[SignalInfo: *** SIGABRT (@0x3e80003c61a) received by PID 247322 (TID 0x7fa147dec4c0) from PID 247322 ***]

Aborted (core dumped)
(base) ubuntu@VM-0-2-ubuntu:~/ocr$ PADDLE_PDX_INFER_BENCHMARK=True PADDLE_PDX_INFER_BENCHMARK_WARMUP=5 PADDLE_PDX_INFER_BENCHMARK_ITERS=10 PADDLE_PDX_INFER_BENCHMARK_OUTPUT_DIR=./benchmark python test_infer.py
Using official model (PP-OCRv4_server_det), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
/home/ubuntu/miniconda3/lib/python3.12/site-packages/paddle/utils/cpp_extension/extension_utils.py:711: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md
warnings.warn(warning_message)
Warmup Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 5 | 1 | 5 | Preprocessing | 20.81693840 | 20.81693840 |
| 5 | 1 | 5 | Inference | 236.74832020 | 236.74832020 |
| 5 | 1 | 5 | Postprocessing | 12.34856240 | 12.34856240 |
| 5 | 1 | 5 | Core | 269.91382100 | 269.91382100 |
| 5 | 1 | 5 | Other | 4.16580140 | 4.16580140 |
| 5 | 1 | 5 | End-to-End | 274.07962240 | 274.07962240 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
Operation Info
+------------------------+----------------------------------------------------------------------------------------------------------------+
| Operation | Source Code Location |
+------------------------+----------------------------------------------------------------------------------------------------------------+
| ReadImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/common/reader/image_reader.py:47 |
| DetResizeForTest | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/text_detection/processors.py:58 |
| NormalizeImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/text_detection/processors.py:218 |
| ToCHWImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:277 |
| ToBatch | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:284 |
| PaddleInferChainLegacy | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/static_infer.py:293 |
| DBPostProcess | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/text_detection/processors.py:453 |
+------------------------+----------------------------------------------------------------------------------------------------------------+
Detail Data
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Operation | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| 10 | 1 | 10 | ReadImage | 13.39791720 | 13.39791720 |
| 10 | 1 | 10 | DetResizeForTest | 0.77158390 | 0.77158390 |
| 10 | 1 | 10 | NormalizeImage | 7.00711590 | 7.00711590 |
| 10 | 1 | 10 | ToCHWImage | 0.00505890 | 0.00505890 |
| 10 | 1 | 10 | ToBatch | 2.16757580 | 2.16757580 |
| 10 | 1 | 10 | PaddleInferChainLegacy | 145.84406440 | 145.84406440 |
| 10 | 1 | 10 | DBPostProcess | 12.67285240 | 12.67285240 |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
Summary Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 10 | 1 | 10 | Preprocessing | 23.34925170 | 23.34925170 |
| 10 | 1 | 10 | Inference | 145.84406440 | 145.84406440 |
| 10 | 1 | 10 | Postprocessing | 12.67285240 | 12.67285240 |
| 10 | 1 | 10 | Core | 181.86616850 | 181.86616850 |
| 10 | 1 | 10 | Other | 4.41414280 | 4.41414280 |
| 10 | 1 | 10 | End-to-End | 186.28031130 | 186.28031130 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
{'res': {'input_path': 'vehicle_certificate-1.png', 'page_index': None, 'dt_polys': array([[[536, 945],
...,
[536, 956]],

   ...,

   [[505, 100],
    ...,
    [505, 116]]], dtype=int16), 'dt_scores': [0.9783748014391154, 0.7892184904345345, 0.7089202550035424, 0.9761713038802943, 0.8146517496570596, 0.896040254369792, 0.8377502588153785, 0.8950170023573031, 0.7176804019709427, 0.8337705615332958, 0.8542706139033308, 0.7654022675961869, 0.9474002343517358, 0.8575616145593011, 0.8650544462892286, 0.8586809753664402, 0.7889851525793541, 0.8803309464516739, 0.8836270501551476, 0.8126279773251548, 0.981309599775888, 0.8164555250733558, 0.8053876970794415, 0.8709766506993522, 0.9850344497307733, 0.925043879029881, 0.8064448829959633, 0.9809876685942879, 0.8969101163069948, 0.9485583374542849, 0.8412125518554477, 0.8325863676464983, 0.8012396770104966, 0.9555964050038407, 0.9244447061509797, 0.8553012384181576, 0.8068467783554877, 0.9746997016590981, 0.8715038064091156, 0.8366189380486807, 0.8665188410918095, 0.8594913592941288, 0.8793519126022205, 0.9554292241354352, 0.7600510180777578, 0.8241166554651209, 0.9275989155740217, 0.7683206136510478, 0.9246778135734891, 0.9640559967171837, 0.8921337024245913, 0.8474753094183435, 0.8325307111956031, 0.9612208902835846, 0.9091752883738157, 0.918678525406202, 0.8749961156863719, 0.97849822343067, 0.9402106475351112, 0.9793234429189137, 0.9503538405921842, 0.8575780684297483, 0.9132892940973103, 0.7727381905075162, 0.9310826998906131, 0.8545731708397898, 0.978753199003442, 0.8684021631406934, 0.8890744062581298, 0.8135548901433746, 0.9465989122270709, 0.9868399163208357, 0.9145054673240822, 0.960436312993716, 0.9836310832526046, 0.8350574282095684, 0.800131008977454, 0.9645005668858412, 0.8874452235713038, 0.971668600731718, 0.891572102617759, 0.7971292733847187, 0.9750881058881518, 0.9676651874057998, 0.9931808322870812, 0.9710605057577292, 0.811620898341254, 0.8459590781298736, 0.8459009046172687, 0.8862291950180068, 0.8576702756735568, 0.9708008450033561, 0.9069518026094773]}}

C++ Traceback (most recent call last):

0 phi::OneDNNContextThreadLocals::Body::~Body()
1 phi::OneDNNContext::Impl::ResetBlobMap(void*)

Error Message Summary:

FatalError: Process abort signal is detected by the operating system.
[TimeInfo: *** Aborted at 1745547848 (unix time) try "date -d @1745547848" if you are using GNU date ***]
[SignalInfo: *** SIGABRT (@0x3e80003f01e) received by PID 258078 (TID 0x7f0ba923e4c0) from PID 258078 ***]

Aborted (core dumped)
(base) ubuntu@VM-0-2-ubuntu:~/ocr$ PADDLE_PDX_INFER_BENCHMARK=True PADDLE_PDX_INFER_BENCHMARK_WARMUP=5 PADDLE_PDX_INFER_BENCHMARK_ITERS=10 PADDLE_PDX_INFER_BENCHMARK_OUTPUT_DIR=./benchmark python test_infer.py
Using official model (PP-OCRv4_server_rec), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
/home/ubuntu/miniconda3/lib/python3.12/site-packages/paddle/utils/cpp_extension/extension_utils.py:711: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md
warnings.warn(warning_message)
Warmup Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 5 | 1 | 5 | Preprocessing | 14.70626340 | 14.70626340 |
| 5 | 1 | 5 | Inference | 98.78566260 | 98.78566260 |
| 5 | 1 | 5 | Postprocessing | 0.72759420 | 0.72759420 |
| 5 | 1 | 5 | Core | 114.21952020 | 114.21952020 |
| 5 | 1 | 5 | Other | 0.20365840 | 0.20365840 |
| 5 | 1 | 5 | End-to-End | 114.42317860 | 114.42317860 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
Operation Info
+------------------------+------------------------------------------------------------------------------------------------------------------+
| Operation | Source Code Location |
+------------------------+------------------------------------------------------------------------------------------------------------------+
| ReadImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/common/reader/image_reader.py:47 |
| OCRReisizeNormImg | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/text_recognition/processors.py:65 |
| ToBatch | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/text_recognition/processors.py:235 |
| PaddleInferChainLegacy | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/static_infer.py:293 |
| CTCLabelDecode | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/text_recognition/processors.py:189 |
+------------------------+------------------------------------------------------------------------------------------------------------------+
Detail Data
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Operation | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| 10 | 1 | 10 | ReadImage | 13.79601430 | 13.79601430 |
| 10 | 1 | 10 | OCRReisizeNormImg | 0.14644390 | 0.14644390 |
| 10 | 1 | 10 | ToBatch | 0.16935020 | 0.16935020 |
| 10 | 1 | 10 | PaddleInferChainLegacy | 13.02330340 | 13.02330340 |
| 10 | 1 | 10 | CTCLabelDecode | 0.80318660 | 0.80318660 |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
Summary Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 10 | 1 | 10 | Preprocessing | 14.11180840 | 14.11180840 |
| 10 | 1 | 10 | Inference | 13.02330340 | 13.02330340 |
| 10 | 1 | 10 | Postprocessing | 0.80318660 | 0.80318660 |
| 10 | 1 | 10 | Core | 27.93829840 | 27.93829840 |
| 10 | 1 | 10 | Other | 0.16729240 | 0.16729240 |
| 10 | 1 | 10 | End-to-End | 28.10559080 | 28.10559080 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
{'res': {'input_path': 'vehicle_certificate-1.png', 'page_index': None, 'rec_text': '', 'rec_score': 0.0}}

C++ Traceback (most recent call last):

0 phi::OneDNNContextThreadLocals::Body::~Body()
1 phi::OneDNNContext::Impl::ResetBlobMap(void*)

Error Message Summary:

FatalError: Process abort signal is detected by the operating system.
[TimeInfo: *** Aborted at 1745547876 (unix time) try "date -d @1745547876" if you are using GNU date ***]
[SignalInfo: *** SIGABRT (@0x3e80003fe88) received by PID 261768 (TID 0x7fc0a85794c0) from PID 261768 ***]

Aborted (core dumped)
(base) ubuntu@VM-0-2-ubuntu:~/ocr$ PADDLE_PDX_INFER_BENCHMARK=True PADDLE_PDX_INFER_BENCHMARK_WARMUP=5 PADDLE_PDX_INFER_BENCHMARK_ITERS=10 PADDLE_PDX_INFER_BENCHMARK_OUTPUT_DIR=./benchmark python test_infer.py
Using official model (PP-OCRv4_server_seal_det), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
/home/ubuntu/miniconda3/lib/python3.12/site-packages/paddle/utils/cpp_extension/extension_utils.py:711: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md
warnings.warn(warning_message)
Warmup Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 5 | 1 | 5 | Preprocessing | 26.84308980 | 26.84308980 |
| 5 | 1 | 5 | Inference | 272.28100240 | 272.28100240 |
| 5 | 1 | 5 | Postprocessing | 12.36584280 | 12.36584280 |
| 5 | 1 | 5 | Core | 311.48993500 | 311.48993500 |
| 5 | 1 | 5 | Other | 6.46528520 | 6.46528520 |
| 5 | 1 | 5 | End-to-End | 317.95522020 | 317.95522020 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
Operation Info
+------------------------+----------------------------------------------------------------------------------------------------------------+
| Operation | Source Code Location |
+------------------------+----------------------------------------------------------------------------------------------------------------+
| ReadImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/common/reader/image_reader.py:47 |
| DetResizeForTest | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/text_detection/processors.py:58 |
| NormalizeImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/text_detection/processors.py:218 |
| ToCHWImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:277 |
| ToBatch | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:284 |
| PaddleInferChainLegacy | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/static_infer.py:293 |
| DBPostProcess | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/text_detection/processors.py:453 |
+------------------------+----------------------------------------------------------------------------------------------------------------+
Detail Data
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Operation | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| 10 | 1 | 10 | ReadImage | 13.64812370 | 13.64812370 |
| 10 | 1 | 10 | DetResizeForTest | 0.79956080 | 0.79956080 |
| 10 | 1 | 10 | NormalizeImage | 9.19802970 | 9.19802970 |
| 10 | 1 | 10 | ToCHWImage | 0.00630180 | 0.00630180 |
| 10 | 1 | 10 | ToBatch | 1.66296550 | 1.66296550 |
| 10 | 1 | 10 | PaddleInferChainLegacy | 190.93261820 | 190.93261820 |
| 10 | 1 | 10 | DBPostProcess | 11.76529860 | 11.76529860 |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
Summary Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 10 | 1 | 10 | Preprocessing | 25.31498150 | 25.31498150 |
| 10 | 1 | 10 | Inference | 190.93261820 | 190.93261820 |
| 10 | 1 | 10 | Postprocessing | 11.76529860 | 11.76529860 |
| 10 | 1 | 10 | Core | 228.01289830 | 228.01289830 |
| 10 | 1 | 10 | Other | 6.65302050 | 6.65302050 |
| 10 | 1 | 10 | End-to-End | 234.66591880 | 234.66591880 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
{'res': {'input_path': 'vehicle_certificate-1.png', 'page_index': None, 'dt_polys': [array([[350, 881],
...,
[347, 880]]), array([[179, 836],
...,
[179, 837]]), array([[184, 346],
...,
[185, 343]]), array([[381, 310],
...,
[350, 304]]), array([[547, 285],
...,
[548, 284]]), array([[514, 114],
...,
[513, 114]])], 'dt_scores': [0.9204889685819411, 0.6356337994641965, 0.9493531124297723, 0.9272297078521581, 0.8743904497081926, 0.8812033888481393]}}

C++ Traceback (most recent call last):

0 phi::OneDNNContextThreadLocals::Body::~Body()
1 phi::OneDNNContext::Impl::ResetBlobMap(void*)

Error Message Summary:

FatalError: Process abort signal is detected by the operating system.
[TimeInfo: *** Aborted at 1745547919 (unix time) try "date -d @1745547919" if you are using GNU date ***]
[SignalInfo: *** SIGABRT (@0x3e800040ee7) received by PID 265959 (TID 0x7fea354874c0) from PID 265959 ***]

Aborted (core dumped)
(base) ubuntu@VM-0-2-ubuntu:~/ocr$ PADDLE_PDX_INFER_BENCHMARK=True PADDLE_PDX_INFER_BENCHMARK_WARMUP=5 PADDLE_PDX_INFER_BENCHMARK_ITERS=10 PADDLE_PDX_INFER_BENCHMARK_OUTPUT_DIR=./benchmark python test_infer.py
Using official model (PP-OCRv4_server_rec), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
/home/ubuntu/miniconda3/lib/python3.12/site-packages/paddle/utils/cpp_extension/extension_utils.py:711: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md
warnings.warn(warning_message)
Warmup Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 5 | 1 | 5 | Preprocessing | 14.67402380 | 14.67402380 |
| 5 | 1 | 5 | Inference | 99.34680800 | 99.34680800 |
| 5 | 1 | 5 | Postprocessing | 0.61290780 | 0.61290780 |
| 5 | 1 | 5 | Core | 114.63373960 | 114.63373960 |
| 5 | 1 | 5 | Other | 0.20404960 | 0.20404960 |
| 5 | 1 | 5 | End-to-End | 114.83778920 | 114.83778920 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
Operation Info
+------------------------+------------------------------------------------------------------------------------------------------------------+
| Operation | Source Code Location |
+------------------------+------------------------------------------------------------------------------------------------------------------+
| ReadImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/common/reader/image_reader.py:47 |
| OCRReisizeNormImg | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/text_recognition/processors.py:65 |
| ToBatch | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/text_recognition/processors.py:235 |
| PaddleInferChainLegacy | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/static_infer.py:293 |
| CTCLabelDecode | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/text_recognition/processors.py:189 |
+------------------------+------------------------------------------------------------------------------------------------------------------+
Detail Data
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Operation | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| 10 | 1 | 10 | ReadImage | 13.73071390 | 13.73071390 |
| 10 | 1 | 10 | OCRReisizeNormImg | 0.14797030 | 0.14797030 |
| 10 | 1 | 10 | ToBatch | 0.17887820 | 0.17887820 |
| 10 | 1 | 10 | PaddleInferChainLegacy | 12.82760040 | 12.82760040 |
| 10 | 1 | 10 | CTCLabelDecode | 0.87221440 | 0.87221440 |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
Summary Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 10 | 1 | 10 | Preprocessing | 14.05756240 | 14.05756240 |
| 10 | 1 | 10 | Inference | 12.82760040 | 12.82760040 |
| 10 | 1 | 10 | Postprocessing | 0.87221440 | 0.87221440 |
| 10 | 1 | 10 | Core | 27.75737720 | 27.75737720 |
| 10 | 1 | 10 | Other | 0.17354430 | 0.17354430 |
| 10 | 1 | 10 | End-to-End | 27.93092150 | 27.93092150 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
{'res': {'input_path': 'vehicle_certificate-1.png', 'page_index': None, 'rec_text': '', 'rec_score': 0.0}}

C++ Traceback (most recent call last):

0 phi::OneDNNContextThreadLocals::Body::~Body()
1 phi::OneDNNContext::Impl::ResetBlobMap(void*)

Error Message Summary:

FatalError: Process abort signal is detected by the operating system.
[TimeInfo: *** Aborted at 1745547944 (unix time) try "date -d @1745547944" if you are using GNU date ***]
[SignalInfo: *** SIGABRT (@0x3e800041d1c) received by PID 269596 (TID 0x7fedccfd74c0) from PID 269596 ***]

Aborted (core dumped)

(base) ubuntu@VM-0-2-ubuntu:~/ocr$ PADDLE_PDX_INFER_BENCHMARK=True PADDLE_PDX_INFER_BENCHMARK_WARMUP=5 PADDLE_PDX_INFER_BENCHMARK_ITERS=10 PADDLE_PDX_INFER_BENCHMARK_OUTPUT_DIR=./benchmark python test_infer.py
Using official model (SLANet_plus), the model files will be automatically downloaded and saved in /home/ubuntu/.paddlex/official_models.
/home/ubuntu/miniconda3/lib/python3.12/site-packages/paddle/utils/cpp_extension/extension_utils.py:711: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md
warnings.warn(warning_message)
Warmup Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 5 | 1 | 5 | Preprocessing | 16.37448200 | 16.37448200 |
| 5 | 1 | 5 | Inference | 273.68503060 | 273.68503060 |
| 5 | 1 | 5 | Postprocessing | 1.28600040 | 1.28600040 |
| 5 | 1 | 5 | Core | 291.34551300 | 291.34551300 |
| 5 | 1 | 5 | Other | 2.46695100 | 2.46695100 |
| 5 | 1 | 5 | End-to-End | 293.81246400 | 293.81246400 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
Operation Info
+------------------------+-----------------------------------------------------------------------------------------------------------------------------+
| Operation | Source Code Location |
+------------------------+-----------------------------------------------------------------------------------------------------------------------------+
| ReadImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/common/reader/image_reader.py:47 |
| ResizeByLong | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:161 |
| Normalize | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:268 |
| Pad | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/table_structure_recognition/processors.py:59 |
| ToCHWImage | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:277 |
| ToBatch | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/vision/processors.py:284 |
| PaddleInferChainLegacy | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/common/static_infer.py:293 |
| TableLabelDecode | /home/ubuntu/miniconda3/lib/python3.12/site-packages/paddlex/inference/models/table_structure_recognition/processors.py:124 |
+------------------------+-----------------------------------------------------------------------------------------------------------------------------+
Detail Data
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Operation | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
| 10 | 1 | 10 | ReadImage | 13.44854900 | 13.44854900 |
| 10 | 1 | 10 | ResizeByLong | 0.51650650 | 0.51650650 |
| 10 | 1 | 10 | Normalize | 1.14763600 | 1.14763600 |
| 10 | 1 | 10 | Pad | 0.42617720 | 0.42617720 |
| 10 | 1 | 10 | ToCHWImage | 0.00423230 | 0.00423230 |
| 10 | 1 | 10 | ToBatch | 0.46889510 | 0.46889510 |
| 10 | 1 | 10 | PaddleInferChainLegacy | 167.11310850 | 167.11310850 |
| 10 | 1 | 10 | TableLabelDecode | 1.27953660 | 1.27953660 |
+-------+------------+-----------+------------------------+------------------------+----------------------------+
Summary Data
+-------+------------+-----------+----------------+------------------------+----------------------------+
| Iters | Batch Size | Instances | Type | Avg Time Per Iter (ms) | Avg Time Per Instance (ms) |
+-------+------------+-----------+----------------+------------------------+----------------------------+
| 10 | 1 | 10 | Preprocessing | 16.01199610 | 16.01199610 |
| 10 | 1 | 10 | Inference | 167.11310850 | 167.11310850 |
| 10 | 1 | 10 | Postprocessing | 1.27953660 | 1.27953660 |
| 10 | 1 | 10 | Core | 184.40464120 | 184.40464120 |
| 10 | 1 | 10 | Other | 1.55052390 | 1.55052390 |
| 10 | 1 | 10 | End-to-End | 185.95516510 | 185.95516510 |
+-------+------------+-----------+----------------+------------------------+----------------------------+
{'res': {'input_path': 'vehicle_certificate-1.png', 'page_index': None, 'bbox': [[4, 14, 736, 14, 747, 124, 5, 126], [9, 87, 603, 86, 613, 136, 9, 137], [74, 121, 211, 120, 217, 153, 78, 153], [204, 117, 388, 116, 392, 141, 210, 142], [412, 114, 603, 114, 611, 139, 420, 139], [508, 112, 661, 113, 658, 139, 502, 139], [75, 148, 203, 148, 209, 175, 78, 175], [209, 143, 416, 142, 415, 167, 211, 168], [389, 142, 674, 142, 682, 167, 397, 167], [69, 171, 195, 172, 197, 199, 71, 198], [207, 166, 476, 166, 471, 191, 205, 191], [485, 158, 653, 157, 656, 188, 486, 189], [69, 195, 199, 195, 199, 216, 71, 215], [214, 189, 477, 189, 473, 209, 215, 209], [474, 184, 653, 183, 657, 206, 477, 206], [70, 216, 208, 217, 208, 235, 71, 234], [219, 209, 462, 209, 460, 228, 221, 228], [477, 204, 660, 204, 664, 225, 479, 226], [62, 235, 205, 235, 205, 254, 63, 253], [224, 232, 426, 232, 425, 250, 225, 249], [437, 235, 611, 235, 618, 251, 443, 251], [52, 250, 212, 252, 212, 275, 52, 273], [218, 250, 380, 250, 379, 272, 217, 271], [443, 257, 605, 257, 609, 275, 445, 275], [55, 273, 210, 274, 210, 294, 55, 293], [216, 272, 374, 272, 372, 293, 215, 293], [429, 281, 621, 281, 624, 298, 429, 299], [56, 294, 208, 295, 208, 315, 55, 314], [221, 294, 384, 295, 381, 314, 219, 313], [428, 303, 600, 303, 603, 319, 428, 319], [66, 309, 212, 310, 211, 335, 66, 333], [236, 313, 360, 314, 358, 335, 234, 335], [338, 312, 406, 313, 404, 337, 335, 335], [430, 314, 529, 315, 529, 333, 428, 332], [525, 310, 626, 312, 627, 328, 522, 327], [88, 330, 232, 330, 227, 346, 86, 346], [249, 338, 349, 336, 347, 357, 249, 359], [328, 336, 408, 336, 407, 359, 325, 359], [434, 337, 533, 336, 534, 357, 434, 358], [519, 333, 623, 333, 625, 351, 519, 351], [87, 349, 226, 349, 222, 369, 86, 369], [242, 355, 349, 353, 345, 373, 239, 375], [343, 356, 454, 355, 451, 378, 339, 380], [457, 356, 554, 355, 554, 377, 455, 378], [529, 349, 652, 349, 652, 371, 526, 372], [88, 369, 222, 369, 218, 388, 87, 388], [230, 373, 367, 372, 363, 392, 227, 392], [339, 378, 476, 377, 473, 407, 334, 408], [452, 376, 570, 376, 568, 402, 447, 403], [529, 370, 664, 369, 662, 395, 524, 395], [88, 389, 219, 389, 216, 407, 88, 407], [232, 393, 419, 392, 416, 413, 230, 413], [337, 397, 486, 396, 483, 428, 333, 428], [430, 396, 569, 396, 566, 425, 426, 426], [515, 392, 657, 392, 654, 416, 508, 417], [86, 409, 221, 409, 217, 426, 85, 426], [236, 413, 481, 412, 479, 434, 234, 435], [75, 425, 216, 426, 217, 456, 77, 454], [244, 430, 563, 431, 562, 459, 241, 458], [73, 444, 213, 447, 214, 475, 75, 473], [240, 447, 407, 448, 403, 475, 237, 474], [416, 453, 540, 455, 543, 480, 415, 479], [504, 447, 674, 449, 665, 474, 491, 472], [72, 470, 203, 471, 200, 498, 71, 496], [237, 472, 398, 472, 394, 498, 234, 498], [388, 474, 510, 474, 515, 499, 389, 499], [491, 471, 665, 472, 659, 493, 482, 493], [69, 494, 201, 495, 198, 523, 68, 521], [225, 499, 356, 499, 353, 522, 222, 522], [365, 493, 478, 494, 478, 519, 364, 518], [483, 493, 670, 493, 671, 514, 482, 515], [56, 516, 204, 517, 202, 551, 56, 550], [228, 522, 348, 524, 343, 548, 223, 547], [409, 516, 529, 518, 533, 555, 410, 554], [501, 511, 700, 512, 690, 551, 489, 550], [60, 541, 211, 543, 209, 573, 60, 572], [216, 546, 357, 548, 352, 569, 212, 567], [426, 552, 557, 553, 563, 604, 430, 603], [74, 567, 221, 570, 219, 598, 75, 595], [219, 570, 360, 572, 354, 592, 215, 591], [480, 580, 654, 582, 661, 652, 484, 651], [64, 595, 205, 597, 203, 626, 65, 625], [183, 597, 353, 598, 348, 612, 179, 612], [93, 620, 227, 621, 226, 636, 94, 636], [208, 620, 364, 620, 357, 630, 202, 630], [106, 644, 277, 644, 270, 713, 104, 713], [290, 645, 442, 643, 432, 715, 279, 716], [123, 683, 292, 683, 289, 760, 123, 760], [269, 683, 446, 684, 439, 772, 260, 771], [125, 767, 511, 771, 497, 877, 120, 874], [451, 802, 630, 804, 641, 933, 457, 933]], 'structure': ['', '', '

', '', '', '<td', ' colspan="5"', '>', '', '', '', '<td', ' colspan="5"', '>', '', '', '', '', '<td', ' colspan="2"', '>', '', '', '', '', '', '', '<td', ' colspan="2"', '>', '', '<td', ' colspan="2"', '>', '', '', '', '', '<td', ' colspan="3"', '>', '', '', '', '', '', '<td', ' colspan="3"', '>', '', '', '', '', '', '<td', ' colspan="3"', '>', '', '', '', '', '', '<td', ' colspan="2"', '>', '', '<td', ' colspan="2"', '>', '', '', '', '', '<td', ' colspan="2"', '>', '', '<td', ' colspan="2"', '>', '', '', '', '', '<td', ' colspan="2"', '>', '', '<td', ' colspan="2"', '>', '', '', '', '', '<td', ' colspan="2"', '>', '', '<td', ' colspan="2"', '>', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '<td', ' colspan="4"', '>', '', '', '', '', '<td', ' colspan="4"', '>', '', '', '', '', '<td', ' colspan="2"', '>', '', '', '', '', '', '', '<td', ' colspan="2"', '>', '', '', '', '', '', '', '', '', '<td', ' colspan="2"', '>', '', '', '', '', '<td', ' colspan="2"', '>', '', '', '<td', ' colspan="2"', '>', '', '', '', '', '<td', ' colspan="2"', '>', '', '<td', ' colspan="2"', '>', '', '', '', '', '<td', ' colspan="2"', '>', '', '<td', ' colspan="2"', ' rowspan="6"', '>', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '<td', ' colspan="2"', '>', '', '<td', ' colspan="2"', '>', '', '', '', '

', '', ''], 'structure_score': 0.96400994}}

C++ Traceback (most recent call last):

0 phi::OneDNNContextThreadLocals::Body::~Body()
1 phi::OneDNNContext::Impl::ResetBlobMap(void*)

Error Message Summary:

FatalError: Process abort signal is detected by the operating system.
[TimeInfo: *** Aborted at 1745548000 (unix time) try "date -d @1745548000" if you are using GNU date ***]
[SignalInfo: *** SIGABRT (@0x3e8000438f4) received by PID 276724 (TID 0x7fd1016194c0) from PID 276724 ***]

Aborted (core dumped)

LvZhenChang · 2025-04-25T02:39:03Z

请大神帮忙看看，我测试单个模型的相应都是毫秒级的，为什么用PP-ChatOCRv3-doc产线就需要6~7秒的时间

LvZhenChang · 2025-05-06T00:48:24Z

请问这个问题，有啥说法没？

TingquanGao assigned changdazhou Apr 24, 2025

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通用OCR产线执行速度慢 #3898

通用OCR产线执行速度慢 #3898

LvZhenChang commented Apr 23, 2025

LvZhenChang commented Apr 23, 2025

cuicheng01 commented Apr 23, 2025 •

edited

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LvZhenChang commented Apr 24, 2025

LvZhenChang commented Apr 25, 2025

LvZhenChang commented Apr 25, 2025

LvZhenChang commented May 6, 2025

通用OCR产线执行速度慢 #3898

通用OCR产线执行速度慢 #3898

Comments

LvZhenChang commented Apr 23, 2025

Checklist:

描述问题

复现

环境

LvZhenChang commented Apr 23, 2025

cuicheng01 commented Apr 23, 2025 • edited Loading

LvZhenChang commented Apr 24, 2025

LvZhenChang commented Apr 25, 2025

C++ Traceback (most recent call last):

Error Message Summary:

C++ Traceback (most recent call last):

Error Message Summary:

C++ Traceback (most recent call last):

Error Message Summary:

C++ Traceback (most recent call last):

Error Message Summary:

C++ Traceback (most recent call last):

Error Message Summary:

C++ Traceback (most recent call last):

Error Message Summary:

C++ Traceback (most recent call last):

Error Message Summary:

C++ Traceback (most recent call last):

Error Message Summary:

LvZhenChang commented Apr 25, 2025

LvZhenChang commented May 6, 2025

cuicheng01 commented Apr 23, 2025 •

edited

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