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gx304419380 / ai-service

基于djl实现的深度学习服务
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服务器部署启动失败 #1

Open fjwnb opened 2 years ago

fjwnb commented 2 years ago

楼主您好啊，我服务器去部署该的时候，普通启动项目，nohub java -jar 会一直报错Caused by: java.lang.UnsatisfiedLinkError: /root/.djl.ai/pytorch/1.9.1-cpu-linux-x86_64/libtorch_cpu.so: /lib64/libm.so.6: version `GLIBC_2.23' not found (required by /root/.djl.ai/pytorch/1.9.1-cpu-linux-x86_64/libtorch_cpu.so)，我centos是GLIBC_2.17，python3.8.1, pytorch1.91，能指教一下嘛，麻烦了，不会python但是想用ocr被环境搞得无语，windows10下您的项目是可以启动起来的。 pip3环境如下: Package Version

astor 0.8.1 certifi 2021.10.8 charset-normalizer 2.0.12 decorator 5.1.1 easyocr 1.4.1 gast 0.3.3 idna 3.3 imageio 2.9.0 networkx 2.7.1 numpy 1.22.3 opencv-python 4.5.5.64 opencv-python-headless 4.5.4.60 packaging 21.3 paddlepaddle 2.0.0 Pillow 8.2.0 pip 22.0.4 protobuf 3.19.4 pyparsing 3.0.7 python-bidi 0.4.2 PyWavelets 1.3.0 PyYAML 6.0 requests 2.27.1 scikit-image 0.19.2 scipy 1.8.0 setuptools 41.2.0 six 1.16.0 tifffile 2022.3.16 torch 1.9.1+cpu torchaudio 0.9.1 torchvision 0.10.1+cpu typing_extensions 4.1.1 urllib3 1.26.9

启动时具体关键错误信息如下： Caused by: java.lang.ExceptionInInitializerError: null at ai.djl.paddlepaddle.engine.PpEngine.newBaseManager(PpEngine.java:110) ~[paddlepaddle-engine-0.15.0.jar!/:na] at ai.djl.paddlepaddle.engine.PpEngine.newModel(PpEngine.java:92) ~[paddlepaddle-engine-0.15.0.jar!/:na] at ai.djl.Model.newInstance(Model.java:98) ~[api-0.15.0.jar!/:na] at ai.djl.repository.zoo.BaseModelLoader.createModel(BaseModelLoader.java:187) ~[api-0.15.0.jar!/:na] at ai.djl.repository.zoo.BaseModelLoader.loadModel(BaseModelLoader.java:149) ~[api-0.15.0.jar!/:na] at ai.djl.repository.zoo.Criteria.loadModel(Criteria.java:166) ~[api-0.15.0.jar!/:na] at com.example.myocr.ocr.OcrService.init(OcrService.java:207) ~[classes!/:0.0.1-SNAPSHOT] at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) ~[na:1.8.0_191] at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) ~[na:1.8.0_191] at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) ~[na:1.8.0_191] at java.lang.reflect.Method.invoke(Method.java:498) ~[na:1.8.0_191] at org.springframework.beans.factory.annotation.InitDestroyAnnotationBeanPostProcessor$LifecycleElement.invoke(InitDestroyAnnotationBeanPostProcessor.java:389) ~[spring-beans-5.3.17.jar!/:5.3.17] at org.springframework.beans.factory.annotation.InitDestroyAnnotationBeanPostProcessor$LifecycleMetadata.invokeInitMethods(InitDestroyAnnotationBeanPostProcessor.java:333) ~[spring-beans-5.3.17.jar!/:5.3.17] at org.springframework.beans.factory.annotation.InitDestroyAnnotationBeanPostProcessor.postProcessBeforeInitialization(InitDestroyAnnotationBeanPostProcessor.java:157) ~[spring-beans-5.3.17.jar!/:5.3.17] ... 40 common frames omitted Caused by: ai.djl.engine.EngineException: Failed to load PyTorch native library at ai.djl.pytorch.engine.PtEngine.newInstance(PtEngine.java:77) ~[pytorch-engine-0.15.0.jar!/:na] at ai.djl.pytorch.engine.PtEngineProvider.getEngine(PtEngineProvider.java:40) ~[pytorch-engine-0.15.0.jar!/:na] at ai.djl.engine.Engine.getEngine(Engine.java:177) ~[api-0.15.0.jar!/:na] at ai.djl.engine.Engine.getInstance(Engine.java:132) ~[api-0.15.0.jar!/:na] at ai.djl.paddlepaddle.engine.PpEngine.getAlternativeEngine(PpEngine.java:54) ~[paddlepaddle-engine-0.15.0.jar!/:na] at ai.djl.ndarray.BaseNDManager.getAlternativeManager(BaseNDManager.java:372) ~[api-0.15.0.jar!/:na] at ai.djl.paddlepaddle.engine.PpNDManager.(PpNDManager.java:36) ~[paddlepaddle-engine-0.15.0.jar!/:na] at ai.djl.paddlepaddle.engine.PpNDManager.(PpNDManager.java:28) ~[paddlepaddle-engine-0.15.0.jar!/:na] at ai.djl.paddlepaddle.engine.PpNDManager$SystemManager.(PpNDManager.java:118) ~[paddlepaddle-engine-0.15.0.jar!/:na] at ai.djl.paddlepaddle.engine.PpNDManager.(PpNDManager.java:30) ~[paddlepaddle-engine-0.15.0.jar!/:na] ... 54 common frames omitted Caused by: java.lang.UnsatisfiedLinkError: /root/.djl.ai/pytorch/1.9.1-cpu-linux-x86_64/libtorch_cpu.so: /lib64/libm.so.6: version `GLIBC_2.23' not found (required by /root/.djl.ai/pytorch/1.9.1-cpu-linux-x86_64/libtorch_cpu.so) at java.lang.ClassLoader$NativeLibrary.load(Native Method) ~[na:1.8.0_191] at java.lang.ClassLoader.loadLibrary0(ClassLoader.java:1941) ~[na:1.8.0_191] at java.lang.ClassLoader.loadLibrary(ClassLoader.java:1824) ~[na:1.8.0_191] at java.lang.Runtime.load0(Runtime.java:809) ~[na:1.8.0_191] at java.lang.System.load(System.java:1086) ~[na:1.8.0_191] at ai.djl.pytorch.jni.LibUtils.loadNativeLibrary(LibUtils.java:328) ~[pytorch-engine-0.15.0.jar!/:na] at ai.djl.pytorch.jni.LibUtils.loadLibTorch(LibUtils.java:144) ~[pytorch-engine-0.15.0.jar!/:na] at ai.djl.pytorch.jni.LibUtils.loadLibrary(LibUtils.java:72) ~[pytorch-engine-0.15.0.jar!/:na] at ai.djl.pytorch.engine.PtEngine.newInstance(PtEngine.java:50) ~[pytorch-engine-0.15.0.jar!/:na] ... 63 common frames omitted

gx304419380 commented 2 years ago

看异常堆栈应该是linux下加载pytorch动态链接库结果没找到相应的文件，我新拉了一个分支：linux，里面打出来的jar包含了所需的so文件，但是jar包比较大，3G，你可以拉下来试试

fjwnb commented 2 years ago

看异常应该是linux下的pytorch动态结果但是找到相应的文件，我没有新拉了一个链接加载库：linux，里面打出来的jar包有比较需要的so文件，jar包大，3G，你可以尝试下来

麻烦您了，谢谢了，还是报错，Caused by: java.lang.UnsatisfiedLinkError: /root/.djl.ai/pytorch/1.10.0-20220111-cpu-linux-x86_64/libtorch_cpu.so: /lib64/libm.so.6: version `GLIBC_2.27' not found (required by /root/.djl.ai/pytorch/1.10.0-20220111-cpu-linux-x86_64/libtorch_cpu.so)，我再看看吧