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bytedeco / javacpp-presets

The missing Java distribution of native C++ libraries
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for javacpp-presets pytorch samples , Module Method 'forward' is not defined #1214

Closed mullerhai closed 2 years ago

mullerhai commented 2 years ago

env: jdk :11 macos latest sbt 1.7.1 scala : 2.12.11 javacpp pytorch: 1.5.7

first I run SimpleMNIST ,generate model file ,then ,run ExampleApp read load model file for predict meet error,

/Library/Java/JavaVirtualMachines/jdk-11.0.2.jdk/Contents/Home/bin/java -javaagent:/Applications/IntelliJ IDEA 2.app/Contents/lib/idea_rt.jar=63052:/Applications/IntelliJ IDEA 2.app/Contents/bin -Dfile.encoding=UTF-8 -classpath /Users/muller/Documents/gitcode/test_platfrom/target/scala-2.12/classes:/Users/muller/.m2/repository/aopalliance/aopalliance/1.0/aopalliance-1.0.jar:/Users/muller/.m2/repository/asm/asm/3.1/asm-3.1.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/com/facebook/fbjni/fbjni-java-only/0.2.2/fbjni-java-only-0.2.2.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/com/facebook/soloader/nativeloader/0.10.1/nativeloader-0.10.1.jar:/Users/muller/.m2/repository/com/google/code/findbugs/jsr305/1.3.9/jsr305-1.3.9.jar:/Users/muller/.m2/repository/com/google/code/gson/gson/2.2.4/gson-2.2.4.jar:/Users/muller/.m2/repository/com/google/guava/guava/16.0.1/guava-16.0.1.jar:/Users/muller/.m2/repository/com/google/inject/extensions/guice-servlet/3.0/guice-servlet-3.0.jar:/Users/muller/.m2/repository/com/google/inject/guice/3.0/guice-3.0.jar:/Users/muller/.m2/repository/com/google/protobuf/protobuf-java/3.5.1/protobuf-java-3.5.1.jar:/Users/muller/.m2/repository/com/jamesmurty/utils/java-xmlbuilder/0.4/java-xmlbuilder-0.4.jar:/Users/muller/.m2/repository/com/jcraft/jsch/0.1.42/jsch-0.1.42.jar:/Users/muller/.m2/repository/com/sun/jersey/contribs/jersey-guice/1.9/jersey-guice-1.9.jar:/Users/muller/.m2/repository/com/sun/jersey/jersey-client/1.9/jersey-client-1.9.jar:/Users/muller/.m2/repository/com/sun/jersey/jersey-core/1.9/jersey-core-1.9.jar:/Users/muller/.m2/repository/com/sun/jersey/jersey-json/1.9/jersey-json-1.9.jar:/Users/muller/.m2/repository/com/sun/jersey/jersey-server/1.9/jersey-server-1.9.jar:/Users/muller/.m2/repository/com/sun/xml/bind/jaxb-impl/2.2.3-1/jaxb-impl-2.2.3-1.jar:/Users/muller/.m2/repository/com/thoughtworks/paranamer/paranamer/2.3/paranamer-2.3.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/com/typesafe/config/1.4.2/config-1.4.2.jar:/Users/muller/.m2/repository/commons-beanutils/commons-beanutils-core/1.8.0/commons-beanutils-core-1.8.0.jar:/Users/muller/.m2/repository/commons-beanutils/commons-beanutils/1.7.0/commons-beanutils-1.7.0.jar:/Users/muller/.m2/repository/commons-cli/commons-cli/1.2/commons-cli-1.2.jar:/Users/muller/.m2/repository/commons-codec/commons-codec/1.6/commons-codec-1.6.jar:/Users/muller/.m2/repository/commons-collections/commons-collections/3.2.1/commons-collections-3.2.1.jar:/Users/muller/.m2/repository/commons-configuration/commons-configuration/1.6/commons-configuration-1.6.jar:/Users/muller/.m2/repository/commons-digester/commons-digester/1.8/commons-digester-1.8.jar:/Users/muller/.m2/repository/commons-el/commons-el/1.0/commons-el-1.0.jar:/Users/muller/.m2/repository/commons-httpclient/commons-httpclient/3.1/commons-httpclient-3.1.jar:/Users/muller/.m2/repository/commons-io/commons-io/2.4/commons-io-2.4.jar:/Users/muller/.m2/repository/commons-lang/commons-lang/2.6/commons-lang-2.6.jar:/Users/muller/.m2/repository/commons-logging/commons-logging/1.1.3/commons-logging-1.1.3.jar:/Users/muller/.m2/repository/commons-net/commons-net/3.1/commons-net-3.1.jar:/Users/muller/.m2/repository/io/netty/netty/3.7.0.Final/netty-3.7.0.Final.jar:/Users/muller/.m2/repository/javax/activation/activation/1.1/activation-1.1.jar:/Users/muller/.m2/repository/javax/inject/javax.inject/1/javax.inject-1.jar:/Users/muller/.m2/repository/javax/servlet/jsp/jsp-api/2.1/jsp-api-2.1.jar:/Users/muller/.m2/repository/javax/servlet/servlet-api/2.5/servlet-api-2.5.jar:/Users/muller/.m2/repository/javax/xml/bind/jaxb-api/2.2.2/jaxb-api-2.2.2.jar:/Users/muller/.m2/repository/javax/xml/stream/stax-api/1.0-2/stax-api-1.0-2.jar:/Users/muller/.m2/repository/jline/jline/0.9.94/jline-0.9.94.jar:/Users/muller/.m2/repository/log4j/log4j/1.2.17/log4j-1.2.17.jar:/Users/muller/.m2/repository/net/java/dev/jets3t/jets3t/0.9.0/jets3t-0.9.0.jar:/Users/muller/.m2/repository/org/apache/avro/avro/1.7.4/avro-1.7.4.jar:/Users/muller/.m2/repository/org/apache/commons/commons-compress/1.4.1/commons-compress-1.4.1.jar:/Users/muller/.m2/repository/org/apache/commons/commons-math3/3.1.1/commons-math3-3.1.1.jar:/Users/muller/.m2/repository/org/apache/curator/curator-client/2.6.0/curator-client-2.6.0.jar:/Users/muller/.m2/repository/org/apache/curator/curator-framework/2.6.0/curator-framework-2.6.0.jar:/Users/muller/.m2/repository/org/apache/curator/curator-recipes/2.6.0/curator-recipes-2.6.0.jar:/Users/muller/.m2/repository/org/apache/directory/api/api-asn1-api/1.0.0-M20/api-asn1-api-1.0.0-M20.jar:/Users/muller/.m2/repository/org/apache/directory/api/api-util/1.0.0-M20/api-util-1.0.0-M20.jar:/Users/muller/.m2/repository/org/apache/directory/server/apacheds-i18n/2.0.0-M15/apacheds-i18n-2.0.0-M15.jar:/Users/muller/.m2/repository/org/apache/directory/server/apacheds-kerberos-codec/2.0.0-M15/apacheds-kerberos-codec-2.0.0-M15.jar:/Users/muller/.m2/repository/org/apache/hadoop/hadoop-annotations/2.6.0/hadoop-annotations-2.6.0.jar:/Users/muller/.m2/repository/org/apache/hadoop/hadoop-auth/2.6.0/hadoop-auth-2.6.0.jar:/Users/muller/.m2/repository/org/apache/hadoop/hadoop-commo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.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-android-arm.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-android-x86.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-android-x86_64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-ios-arm64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-ios-x86_64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-linux-arm64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-linux-armhf.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-linux-ppc64le.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-linux-x86.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-linux-x86_64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-macosx-arm64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-macosx-x86_64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-windows-x86.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/opencv/4.5.5-1.5.7/opencv-4.5.5-1.5.7-windows-x86_64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/pytorch-platform/1.10.2-1.5.7/pytorch-platform-1.10.2-1.5.7.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/pytorch/1.10.2-1.5.7/pytorch-1.10.2-1.5.7.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/pytorch/1.10.2-1.5.7/pytorch-1.10.2-1.5.7-linux-x86_64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/pytorch/1.10.2-1.5.7/pytorch-1.10.2-1.5.7-macosx-x86_64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/pytorch/1.10.2-1.5.7/pytorch-1.10.2-1.5.7-windows-x86_64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/scipy-platform/1.8.0-1.5.7/scipy-platform-1.8.0-1.5.7.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/scipy/1.8.0-1.5.7/scipy-1.8.0-1.5.7.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/scipy/1.8.0-1.5.7/scipy-1.8.0-1.5.7-linux-arm64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/scipy/1.8.0-1.5.7/scipy-1.8.0-1.5.7-linux-armhf.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/scipy/1.8.0-1.5.7/scipy-1.8.0-1.5.7-linux-ppc64le.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/scipy/1.8.0-1.5.7/scipy-1.8.0-1.5.7-linux-x86.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/scipy/1.8.0-1.5.7/scipy-1.8.0-1.5.7-linux-x86_64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/scipy/1.8.0-1.5.7/scipy-1.8.0-1.5.7-macosx-x86_64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/scipy/1.8.0-1.5.7/scipy-1.8.0-1.5.7-windows-x86.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/scipy/1.8.0-1.5.7/scipy-1.8.0-1.5.7-windows-x86_64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/tensorflow-platform/1.15.5-1.5.7/tensorflow-platform-1.15.5-1.5.7.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/tensorflow/1.15.5-1.5.7/tensorflow-1.15.5-1.5.7-android-arm64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/tensorflow/1.15.5-1.5.7/tensorflow-1.15.5-1.5.7-android-arm.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/tensorflow/1.15.5-1.5.7/tensorflow-1.15.5-1.5.7-android-x86.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/tensorflow/1.15.5-1.5.7/tensorflow-1.15.5-1.5.7-android-x86_64.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/bytedeco/tensorflow/1.15.5-1.5.7/tensorflow-1.15.5-1.5.7.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/or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/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/pytorch/pytorch_java_only/1.12.2/pytorch_java_only-1.12.2.jar:/Users/muller/Library/Caches/Coursier/v1/https/maven.aliyun.com/nexus/content/groups/public/org/scala-lang/scala-library/2.12.16/scala-library-2.12.16.jar:/Users/muller/.m2/repository/org/slf4j/slf4j-api/1.7.32/slf4j-api-1.7.32.jar:/Users/muller/.m2/repository/org/slf4j/slf4j-log4j12/1.7.5/slf4j-log4j12-1.7.5.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/slf4j/slf4j-simple/1.7.32/slf4j-simple-1.7.32.jar:/Users/muller/.m2/repository/org/tensorflow/proto/1.15.0/proto-1.15.0.jar:/Users/muller/Library/Caches/Coursier/v1/https/repo1.maven.org/maven2/org/tensorflow/tensorflow-hadoop/1.15.0/tensorflow-hadoop-1.15.0.jar:/Users/muller/.m2/repository/org/tukaani/xz/1.0/xz-1.0.jar:/Users/muller/.m2/repository/org/xerial/snappy/snappy-java/1.0.4.1/snappy-java-1.0.4.1.jar:/Users/muller/.m2/repository/tomcat/jasper-compiler/5.5.23/jasper-compiler-5.5.23.jar:/Users/muller/.m2/repository/tomcat/jasper-runtime/5.5.23/jasper-runtime-5.5.23.jar:/Users/muller/.m2/repository/xmlenc/xmlenc/0.52/xmlenc-0.52.jar layer.kk
ok
6
Exception in thread "main" java.lang.RuntimeException: Method 'forward' is not defined.
Exception raised from get_method at /Users/runner/work/javacpp-presets/javacpp-presets/pytorch/cppbuild/macosx-x86_64/pytorch/torch/include/torch/csrc/jit/api/object.h:105 (most recent call first):
frame #0: c10::Error::Error(c10::SourceLocation, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >) + 98 (0x10f776982 in libc10.dylib)
frame #1: c10::detail::torchCheckFail(char const*, char const*, unsigned int, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const&) + 106 (0x10f7750fa in libc10.dylib)
frame #2: torch::jit::Object::get_method(std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const&) const + 404 (0x153d41c84 in libjnitorch.dylib)
frame #3: torch::jit::Module::forward(std::__1::vector<c10::IValue, std::__1::allocator<c10::IValue> >, std::__1::unordered_map<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, c10::IValue, std::__1::hash<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >, std::__1::equal_to<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >, std::__1::allocator<std::__1::pair<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const, c10::IValue> > > const&) + 57 (0x153d21899 in libjnitorch.dylib)
frame #4: Java_org_bytedeco_pytorch_JitModule_forward__Lorg_bytedeco_pytorch_IValueVector_2 + 223 (0x153d2170f in libjnitorch.dylib)
frame #5: 0x0 + 4694092112 (0x117ca2950 in ???)

    at org.bytedeco.pytorch.JitModule.forward(Native Method)
    at layer.kk.main(kk.java:38)
saudet commented 2 years ago

The ExampleApp expects a TorchScript model: https://pytorch.org/tutorials/advanced/cpp_export.html However, SimpleMNIST does not output a TorchScript model, so it's normal that it doesn't work.