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A flexible, high-performance carrier for machine learning models(『飞桨』服务化部署框架)

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ERROR 2023-08-18 22:36:56,242 [operator.py:1079] [text_quality] failed to predict. (data_id=517045 log_id=517045) [text_quality|6] Failed to process(batch: [517045]): (External) CUDA error(700), an illegal memory access was encountered. [Hint: Please search for the error...

![image](https://github.com/PaddlePaddle/Serving/assets/2881751/902a813a-b747-4094-93e6-af1ac374ebf7)

我在使用飞桨的框架实现模型训练和推理过程中发生了一些问题,有人了解的吗?麻烦帮忙分析解决,谢谢! 问题:同一批图片进行推理多次推理时,偶尔出现结果不一样的情况,关闭TRT加速后暂未发现,但关闭后无法实现推理加速。 服务端启动命令:python3 -m paddle_serving_server.serve --model serving_server --runtime_thread_num 6 --batch_infer_size 32 --port 9595 --gpu_ids 0 --gpu_multi_stream --use_trt 环境:服务端在Ubuntu系统,运行Serving模式进行推理。客户端在windows端(采用GRPC协议,异步通信方式)。

折腾两天了,无论在线安装还是离线安装Wheel 包,环境检查都有错误 117a5d2df849 /paddle/Serving {v0.9.0} python3 -m paddle_serving_server.serve check /usr/local/lib/python3.6/runpy.py:125: RuntimeWarning: 'paddle_serving_server.serve' found in sys.modules after import of package 'paddle_serving_server', but prior to execution of 'paddle_serving_server.serve'; this may result in...

the branch is v0.8.3 python3.8.10 client build success app build success server build success pip3 install success but when run the cmd: `python3 -m paddle_serving_server.serve check` error occur: ``` ../../usr/local/lib/python3.8/dist-packages/paddle_serving_server/env_check/test_fit_a_line.py...

google/protobuf/descriptor.proto: File not found. pds_option.proto: Import "google/protobuf/descriptor.proto" was not found or had errors. pds_option.proto:19:8: "google.protobuf.FieldOptions" is not defined. pds_option.proto:23:8: "google.protobuf.ServiceOptions" is not defined. core/pdcodegen/CMakeFiles/pdcodegen.dir/build.make:62: recipe for target 'core/pdcodegen/pds_option.pb.h' failed make[2]:...

1、python pipeline_service.py 启动服务,一切正常 2023/08/08 23:46:45 start proxy service 2、curl 访问算子 pipeline_service.py直接挂掉,同时std_out打印如下日志: W0808 23:46:51.424680 206179 gpu_resources.cc:61] Please NOTE: device: 0, GPU Compute Capability: 8.6, Driver API Version: 11.2, Runtime API Version:...

[ 37%] Built target extern_glog Scanning dependencies of target utils [ 37%] Building CXX object core/util/CMakeFiles/utils.dir/src/timer.cc.o cc1plus: warning: /usr/include/python3.8/Python.h: not a directory [ 38%] Linking CXX static library libutils.a [...

使用Paddle Serving部署深度模型,看https://github.com/PaddlePaddle/Serving/tree/develop/examples/Pipeline/simple_web_service 例子,使用命令 python3 -m paddle_serving_server.serve --model uci_housing_model --thread 10 --port 9292 其中uci_housing_model这个文件目录是怎么生成的呢

执行 python pipeline_service.py,弹出如下报错 但是 /ssd2/workspace/libai/python_env/lib/python3.7/site-packages/paddle_serving_server/pipeline/gateway/libproxy_server.so 这个so是存在的,求助 Python 版本 3.7.16 (default, Jan 17 2023, 22:20:44) ---------- [PipelineServicer] succ init Process Process-1: Traceback (most recent call last): File "/ssd2/workspace/libai/python_env/lib/python3.7/multiprocessing/process.py", line 297, in...