yptheangel / Social-Distancing-Monitor-Java

:walking_man::heavy_check_mark::walking_man:A demo project to showcase how you can create a social distancing checker using Eclipse Deeplearning4j. The program is targeted to process camera video frames for security cameras and top down view footages.
MIT License
10 stars 5 forks source link

app crash #2

Open bewithme opened 4 years ago

bewithme commented 4 years ago

Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/Users/wenfengxu/Desktop/1598594778378209.mp4': Metadata: major_brand : isom minor_version : 512 compatible_brands: isomiso2avc1mp41 encoder : Lavf57.58.101 Duration: 00:00:09.01, start: 0.000000, bitrate: 499 kb/s Stream #0:0(und): Video: h264 (High) (avc1 / 0x31637661), yuv420p, 640x368, 457 kb/s, 24 fps, 24 tbr, 12288 tbn, 96 tbc (default) Metadata: handler_name : VideoHandler Stream #0:1(und): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 47 kb/s (default) Metadata: handler_name : SoundHandler Output #0, mp4, to 'output.mp4': Metadata: encoder : Lavf58.29.100 Stream #0:0: Video: mpeg4 (mp4v / 0x7634706D), yuv420p, 1280x720, q=2-31, 9 kb/s, 30 fps, 15360 tbn, 30 tbc [aac @ 0x7fbc859cbe00] Could not update timestamps for skipped samples. Exception in thread "main" java.lang.NullPointerException at org.datavec.image.loader.NativeImageLoader.transformImage(NativeImageLoader.java:611) at org.datavec.image.loader.NativeImageLoader.asMatrix(NativeImageLoader.java:594) at SocialDistanceCheckerVideo.main(SocialDistanceCheckerVideo.java:81)

Process finished with exit code 1

yptheangel commented 4 years ago

@bewithme are you using the same pom.xml? can you try disabling videowriter and try again?

bewithme commented 4 years ago

<?xml version="1.0" encoding="UTF-8"?> <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">

4.0.0
<groupId>Certifai</groupId>
<artifactId>SocialDistancingChecker</artifactId>
<version>1.0-SNAPSHOT</version>
<build>
    <plugins>
        <plugin>
            <groupId>org.apache.maven.plugins</groupId>
            <artifactId>maven-compiler-plugin</artifactId>
            <configuration>
                <source>8</source>
                <target>8</target>
            </configuration>
        </plugin>
    </plugins>
</build>
<properties>
    <nd4j.backend>nd4j-native-platform</nd4j.backend>
    <nd4j.backend>nd4j-cuda-10.1-platform</nd4j.backend>
    <nd4j.version>1.0.0-beta7</nd4j.version>
    <dl4j.version>1.0.0-beta7</dl4j.version>
    <datavec.version>1.0.0-beta7</datavec.version>
</properties>

<dependencies>
    <dependency> 
         <groupId>org.nd4j</groupId>
         <artifactId>${nd4jPlatform}</artifactId> 
         <version>${nd4j.version}</version> 
     </dependency>

    <dependency>
        <groupId>org.deeplearning4j</groupId>
        <artifactId>deeplearning4j-core</artifactId>
        <version>${dl4j.version}</version>
    </dependency>

    <dependency>
        <groupId>org.bytedeco</groupId>
        <artifactId>javacv-platform</artifactId>
        <version>1.5.3</version>
    </dependency>
    <dependency>
        <groupId>org.deeplearning4j</groupId>
        <artifactId>deeplearning4j-ui</artifactId>
        <version>${dl4j.version}</version>
    </dependency>
    <!--        Logging libraries-->
    <dependency>
        <groupId>org.slf4j</groupId>
        <artifactId>slf4j-api</artifactId>
        <version>2.0.0-alpha1</version>
    </dependency>
    <dependency>
        <groupId>org.slf4j</groupId>
        <artifactId>slf4j-log4j12</artifactId>
        <version>2.0.0-alpha1</version>
    </dependency>
</dependencies>

    <profiles>

    <profile>
        <id>nd4j-native-platform</id>
        <activation>
            <activeByDefault>true</activeByDefault>
        </activation>
        <properties>
            <nd4jPlatform>nd4j-native-platform</nd4jPlatform>
        </properties>
    </profile>

    <profile>
        <id>nd4j-cuda-10.2-platform</id>
        <activation>
            <activeByDefault>false</activeByDefault>
        </activation>
        <properties>
            <nd4jPlatform>nd4j-cuda-10.2-platform</nd4jPlatform>
        </properties>
    </profile>

</profiles>

bewithme commented 4 years ago

this is my pom file

yptheangel commented 4 years ago

@bewithme can you remove cuda 10.2 dependencies for dl4j and nd4j when using cuda 10.1 for nd4j and dl4j? MacOS might have some problems with ffmpeg libraries, can you try on a Windows or Linux machine?

bewithme commented 4 years ago

I try it on Linux machine and has the same problem

bewithme commented 4 years ago

also crash on cpu on macOS

#

A fatal error has been detected by the Java Runtime Environment:

#

SIGSEGV (0xb) at pc=0x0000000150c670ad, pid=776, tid=0x0000000000000f03

#

JRE version: Java(TM) SE Runtime Environment (8.0_251-b08) (build 1.8.0_251-b08)

Java VM: Java HotSpot(TM) 64-Bit Server VM (25.251-b08 mixed mode bsd-amd64 compressed oops)

Problematic frame:

C 0x0000000150c670ad

#

Failed to write core dump. Core dumps have been disabled. To enable core dumping, try "ulimit -c unlimited" before starting Java again

#

If you would like to submit a bug report, please visit:

http://bugreport.java.com/bugreport/crash.jsp

The crash happened outside the Java Virtual Machine in native code.

See problematic frame for where to report the bug.

#

--------------- T H R E A D ---------------

Current thread (0x00007fd1aa809000): JavaThread "main" [_thread_in_native, id=3843, stack(0x000070000fe3d000,0x000070000ff3d000)]

siginfo: si_signo: 11 (SIGSEGV), si_code: 1 (SEGV_MAPERR), si_addr: 0x00007fd186f1f000

Registers: RAX=0x0000000150c67000, RBX=0x0000000000000000, RCX=0x000070000ff38718, RDX=0x00007fd186c81000 RSP=0x000070000ff386a8, RBP=0x000070000ff38700, RSI=0x00007fd1852bc000, RDI=0x000070000ff386e0 R8 =0x0000000001520000, R9 =0x0000000000000080, R10=0x000070000ff38728, R11=0x000070000ff38730 R12=0x00007fd1852bc000, R13=0x00007fd1aad0fa30, R14=0x000070000ff38738, R15=0x0000000000000018 RIP=0x0000000150c670ad, EFLAGS=0x0000000000010206, ERR=0x0000000000000004 TRAPNO=0x000000000000000e

Top of Stack: (sp=0x000070000ff386a8) 0x000070000ff386a8: 000000000000004e 000070000ff38738 0x000070000ff386b8: 00007fd1aad0fa30 00007fd1852bc000 0x000070000ff386c8: 000070000ff38700 0000000000000000 0x000070000ff386d8: 000000014b09709e 00007fd1852bc000 0x000070000ff386e8: 00007fd186c81000 00007fd1aad0fa30 0x000070000ff386f8: 870dcee8df200099 000070000ff38780 0x000070000ff38708: 000000014b096a6b 0000000000000002 0x000070000ff38718: 00007fd1aad10a80 00007fd1aad0fa30 0x000070000ff38728: 00007fd186c81000 00007fd1852bc000 0x000070000ff38738: 000070000ff38730 000070000ff38718 0x000070000ff38748: 00007fd1a897e878 000070000ff38728 0x000070000ff38758: 000070000ff38720 870dcee8df200099 0x000070000ff38768: 00007fd1a897e780 000070000ff388c8 0x000070000ff38778: 00007fd1a897e878 000070000ff387f0 0x000070000ff38788: 000000014b0967cc 0000000400000000 0x000070000ff38798: 0000000400000003 00007fd1aad0fa30 0x000070000ff387a8: 00007fd186c81000 00007fd1852bc000 0x000070000ff387b8: 000070000ff3879c 000070000ff38798 0x000070000ff387c8: 00007fd1a897e878 000070000ff387b0 0x000070000ff387d8: 000070000ff387a8 000070000ff387a0 0x000070000ff387e8: 870dcee8df200099 000070000ff38890 0x000070000ff387f8: 000000014b096586 870dcee8df200099 0x000070000ff38808: 0000000000000018 000070000ff388c8 0x000070000ff38818: 00007fd1afcc0880 0000000000000000 0x000070000ff38828: 0000000000000000 0000000000000000 0x000070000ff38838: 0000000000000000 0000000000000000 0x000070000ff38848: 0000000000000000 0000000000000000 0x000070000ff38858: 0000000000000000 870dcee8df200099 0x000070000ff38868: 000070000ff388e0 000070000ff38990 0x000070000ff38878: 0000000000000000 00007fd1a897e700 0x000070000ff38888: 00007fd1afcc0880 000070000ff38960 0x000070000ff38898: 00000001496f5071 0000000000000020

Instructions: (pc=0x0000000150c670ad) 0x0000000150c6708d: 22 84 06 00 80 54 00 00 66 42 0f 3a 22 84 06 00 0x0000000150c6709d: 10 5f 00 01 66 42 0f 3a 22 84 06 00 a0 69 00 02 0x0000000150c670ad: 66 42 0f 3a 22 84 06 00 30 74 00 03 66 42 0f 3a 0x0000000150c670bd: 22 a4 06 00 c0 7e 00 00 66 42 0f 3a 22 a4 06 00

Register to memory mapping:

RAX=0x0000000150c67000 is an unknown value RBX=0x0000000000000000 is an unknown value RCX=0x000070000ff38718 is pointing into the stack for thread: 0x00007fd1aa809000 RDX=0x00007fd186c81000 is an unknown value RSP=0x000070000ff386a8 is pointing into the stack for thread: 0x00007fd1aa809000 RBP=0x000070000ff38700 is pointing into the stack for thread: 0x00007fd1aa809000 RSI=0x00007fd1852bc000 is an unknown value RDI=0x000070000ff386e0 is pointing into the stack for thread: 0x00007fd1aa809000 R8 =0x0000000001520000 is an unknown value R9 =0x0000000000000080 is an unknown value R10=0x000070000ff38728 is pointing into the stack for thread: 0x00007fd1aa809000 R11=0x000070000ff38730 is pointing into the stack for thread: 0x00007fd1aa809000 R12=0x00007fd1852bc000 is an unknown value R13=0x00007fd1aad0fa30 is an unknown value R14=0x000070000ff38738 is pointing into the stack for thread: 0x00007fd1aa809000 R15=0x0000000000000018 is an unknown value

Stack: [0x000070000fe3d000,0x000070000ff3d000], sp=0x000070000ff386a8, free space=1005k Native frames: (J=compiled Java code, j=interpreted, Vv=VM code, C=native code) C 0x0000000150c670ad C [libnd4jcpu.dylib+0x780da6b] _ZZNK4dnnl4impl3cpu17jit_uni_reorder_t10omp_driverEPKcPcPKfENKUliiE_clEii+0x1cb C [libnd4jcpu.dylib+0x780d7cc] _ZNK4dnnl4impl3cpu17jit_uni_reorder_t10omp_driverEPKcPcPKf+0xec C [libnd4jcpu.dylib+0x780d586] _ZNK4dnnl4impl3cpu17jit_uni_reorder_t7executeERKNS0_10exec_ctx_tE+0x226 C [libnd4jcpu.dylib+0x5e6c071] dnnl_primitive_execute+0x2d1 C [libnd4jcpu.dylib+0x5507ebf] _ZNK4dnnl9primitive7executeERKNS_6streamERKNSt3__113unordered_mapIiNS_6memoryENS4_4hashIiEENS4_8equal_toIiEENS4_9allocatorINS4_4pairIKiS6_EEEEEE+0x10f C [libnd4jcpu.dylib+0x550807c] _ZNK4dnnl7reorder7executeERKNS_6streamERNS6memoryES5+0x8c C [libnd4jcpu.dylib+0x553aeac] _ZN2sd11mkldnnUtils19loadDataToMklStreamERKNS_7NDArrayERKN4dnnl6engineERKNS4_6streamERKNS4_6memory4descESERSB+0x20c C [libnd4jcpu.dylib+0x550d4b8] _ZN2sd3ops9platforms26PLATFORM_conv2d_ENGINE_CPU12invokeHelperERNS_5graph7ContextE+0xea8 C [libnd4jcpu.dylib+0x5bf6bdd] _ZN2sd3ops12DeclarableOp7executeEPNS_5graph7ContextE+0x29d C [libnd4jcpu.dylib+0x346e9] execCustomOp2+0x29 C [libjnind4jcpu.dylib+0x140d8f] Java_org_nd4j_nativeblas_Nd4jCpu_execCustomOp2+0xaf j org.nd4j.nativeblas.Nd4jCpu.execCustomOp2(Lorg/bytedeco/javacpp/PointerPointer;JLorg/bytedeco/javacpp/Pointer;)I+0 j org.nd4j.linalg.cpu.nativecpu.ops.NativeOpExecutioner.exec(Lorg/nd4j/linalg/api/ops/CustomOp;Lorg/nd4j/linalg/api/ops/OpContext;)[Lorg/nd4j/linalg/api/ndarray/INDArray;+98 j org.nd4j.linalg.factory.Nd4j.exec(Lorg/nd4j/linalg/api/ops/CustomOp;Lorg/nd4j/linalg/api/ops/OpContext;)[Lorg/nd4j/linalg/api/ndarray/INDArray;+5 j org.deeplearning4j.nn.layers.mkldnn.MKLDNNConvHelper.preOutput(Lorg/nd4j/linalg/api/ndarray/INDArray;Lorg/nd4j/linalg/api/ndarray/INDArray;Lorg/nd4j/linalg/api/ndarray/INDArray;[I[I[ILorg/deeplearning4j/nn/conf/layers/ConvolutionLayer$AlgoMode;Lorg/deeplearning4j/nn/conf/layers/ConvolutionLayer$FwdAlgo;Lorg/deeplearning4j/nn/conf/ConvolutionMode;[ILorg/deeplearning4j/nn/conf/CNN2DFormat;Lorg/deeplearning4j/nn/workspace/LayerWorkspaceMgr;)Lorg/nd4j/linalg/api/ndarray/INDArray;+498 j org.deeplearning4j.nn.layers.convolution.ConvolutionLayer.preOutput(ZZLorg/deeplearning4j/nn/workspace/LayerWorkspaceMgr;)Lorg/nd4j/common/primitives/Pair;+609 j org.deeplearning4j.nn.layers.convolution.ConvolutionLayer.activate(ZLorg/deeplearning4j/nn/workspace/LayerWorkspaceMgr;)Lorg/nd4j/linalg/api/ndarray/INDArray;+61 j org.deeplearning4j.nn.graph.vertex.impl.LayerVertex.doForward(ZLorg/deeplearning4j/nn/workspace/LayerWorkspaceMgr;)Lorg/nd4j/linalg/api/ndarray/INDArray;+23 j org.deeplearning4j.nn.graph.ComputationGraph.outputOfLayersDetached(ZLorg/deeplearning4j/nn/api/FwdPassType;[I[Lorg/nd4j/linalg/api/ndarray/INDArray;[Lorg/nd4j/linalg/api/ndarray/INDArray;[Lorg/nd4j/linalg/api/ndarray/INDArray;ZZLorg/nd4j/linalg/api/memory/MemoryWorkspace;)[Lorg/nd4j/linalg/api/ndarray/INDArray;+1172 j org.deeplearning4j.nn.graph.ComputationGraph.output(Z[Lorg/nd4j/linalg/api/ndarray/INDArray;[Lorg/nd4j/linalg/api/ndarray/INDArray;[Lorg/nd4j/linalg/api/ndarray/INDArray;Lorg/nd4j/linalg/api/memory/MemoryWorkspace;)[Lorg/nd4j/linalg/api/ndarray/INDArray;+39 j org.deeplearning4j.nn.graph.ComputationGraph.output(Z[Lorg/nd4j/linalg/api/ndarray/INDArray;[Lorg/nd4j/linalg/api/ndarray/INDArray;[Lorg/nd4j/linalg/api/ndarray/INDArray;)[Lorg/nd4j/linalg/api/ndarray/INDArray;+22 j org.deeplearning4j.nn.graph.ComputationGraph.output([Lorg/nd4j/linalg/api/ndarray/INDArray;)[Lorg/nd4j/linalg/api/ndarray/INDArray;+11 j ModelTest.main([Ljava/lang/String;)V+56 v ~StubRoutines::call_stub V [libjvm.dylib+0x2f09b2] V [libjvm.dylib+0x32787d] V [libjvm.dylib+0x320609] C [java+0x38c6] JavaMain+0x9c4 C [libsystem_pthread.dylib+0x6109] _pthread_start+0x94 C [libsystem_pthread.dylib+0x1b8b] thread_start+0xf C 0x0000000000000000

Java frames: (J=compiled Java code, j=interpreted, Vv=VM code) j org.nd4j.nativeblas.Nd4jCpu.execCustomOp2(Lorg/bytedeco/javacpp/PointerPointer;JLorg/bytedeco/javacpp/Pointer;)I+0 j org.nd4j.linalg.cpu.nativecpu.ops.NativeOpExecutioner.exec(Lorg/nd4j/linalg/api/ops/CustomOp;Lorg/nd4j/linalg/api/ops/OpContext;)[Lorg/nd4j/linalg/api/ndarray/INDArray;+98 j org.nd4j.linalg.factory.Nd4j.exec(Lorg/nd4j/linalg/api/ops/CustomOp;Lorg/nd4j/linalg/api/ops/OpContext;)[Lorg/nd4j/linalg/api/ndarray/INDArray;+5 j org.deeplearning4j.nn.layers.mkldnn.MKLDNNConvHelper.preOutput(Lorg/nd4j/linalg/api/ndarray/INDArray;Lorg/nd4j/linalg/api/ndarray/INDArray;Lorg/nd4j/linalg/api/ndarray/INDArray;[I[I[ILorg/deeplearning4j/nn/conf/layers/ConvolutionLayer$AlgoMode;Lorg/deeplearning4j/nn/conf/layers/ConvolutionLayer$FwdAlgo;Lorg/deeplearning4j/nn/conf/ConvolutionMode;[ILorg/deeplearning4j/nn/conf/CNN2DFormat;Lorg/deeplearning4j/nn/workspace/LayerWorkspaceMgr;)Lorg/nd4j/linalg/api/ndarray/INDArray;+498 j org.deeplearning4j.nn.layers.convolution.ConvolutionLayer.preOutput(ZZLorg/deeplearning4j/nn/workspace/LayerWorkspaceMgr;)Lorg/nd4j/common/primitives/Pair;+609 j org.deeplearning4j.nn.layers.convolution.ConvolutionLayer.activate(ZLorg/deeplearning4j/nn/workspace/LayerWorkspaceMgr;)Lorg/nd4j/linalg/api/ndarray/INDArray;+61 j org.deeplearning4j.nn.graph.vertex.impl.LayerVertex.doForward(ZLorg/deeplearning4j/nn/workspace/LayerWorkspaceMgr;)Lorg/nd4j/linalg/api/ndarray/INDArray;+23 j org.deeplearning4j.nn.graph.ComputationGraph.outputOfLayersDetached(ZLorg/deeplearning4j/nn/api/FwdPassType;[I[Lorg/nd4j/linalg/api/ndarray/INDArray;[Lorg/nd4j/linalg/api/ndarray/INDArray;[Lorg/nd4j/linalg/api/ndarray/INDArray;ZZLorg/nd4j/linalg/api/memory/MemoryWorkspace;)[Lorg/nd4j/linalg/api/ndarray/INDArray;+1172 j org.deeplearning4j.nn.graph.ComputationGraph.output(Z[Lorg/nd4j/linalg/api/ndarray/INDArray;[Lorg/nd4j/linalg/api/ndarray/INDArray;[Lorg/nd4j/linalg/api/ndarray/INDArray;Lorg/nd4j/linalg/api/memory/MemoryWorkspace;)[Lorg/nd4j/linalg/api/ndarray/INDArray;+39 j org.deeplearning4j.nn.graph.ComputationGraph.output(Z[Lorg/nd4j/linalg/api/ndarray/INDArray;[Lorg/nd4j/linalg/api/ndarray/INDArray;[Lorg/nd4j/linalg/api/ndarray/INDArray;)[Lorg/nd4j/linalg/api/ndarray/INDArray;+22 j org.deeplearning4j.nn.graph.ComputationGraph.output([Lorg/nd4j/linalg/api/ndarray/INDArray;)[Lorg/nd4j/linalg/api/ndarray/INDArray;+11 j ModelTest.main([Ljava/lang/String;)V+56 v ~StubRoutines::call_stub

--------------- P R O C E S S ---------------

Java Threads: ( => current thread ) 0x00007fd1a7378000 JavaThread "DeallocatorServiceThread_1" daemon [_thread_blocked, id=39683, stack(0x0000700011dac000,0x0000700011eac000)] 0x00007fd1a72e4800 JavaThread "DeallocatorServiceThread_0" daemon [_thread_blocked, id=23299, stack(0x0000700011ca9000,0x0000700011da9000)] 0x00007fd1a78bb000 JavaThread "Attach Listener" daemon [_thread_blocked, id=41731, stack(0x0000700011688000,0x0000700011788000)] 0x00007fd1a6a31000 JavaThread "JavaCPP Deallocator" daemon [_thread_blocked, id=42243, stack(0x0000700011585000,0x0000700011685000)] 0x00007fd1aa82f800 JavaThread "Service Thread" daemon [_thread_blocked, id=43011, stack(0x000070001137f000,0x000070001147f000)] 0x00007fd1a784d800 JavaThread "C1 CompilerThread3" daemon [_thread_blocked, id=21763, stack(0x000070001127c000,0x000070001137c000)] 0x00007fd1af00b800 JavaThread "C2 CompilerThread2" daemon [_thread_blocked, id=15363, stack(0x0000700011179000,0x0000700011279000)] 0x00007fd1aa82f000 JavaThread "C2 CompilerThread1" daemon [_thread_blocked, id=14595, stack(0x0000700011076000,0x0000700011176000)] 0x00007fd1a784c800 JavaThread "C2 CompilerThread0" daemon [_thread_blocked, id=15619, stack(0x0000700010f73000,0x0000700011073000)] 0x00007fd1a917f800 JavaThread "Monitor Ctrl-Break" daemon [_thread_in_native, id=15875, stack(0x0000700010e70000,0x0000700010f70000)] 0x00007fd1ab01a000 JavaThread "Signal Dispatcher" daemon [_thread_blocked, id=16387, stack(0x0000700010d6d000,0x0000700010e6d000)] 0x00007fd1aa81a000 JavaThread "Finalizer" daemon [_thread_blocked, id=12291, stack(0x0000700010b64000,0x0000700010c64000)] 0x00007fd1aa817000 JavaThread "Reference Handler" daemon [_thread_blocked, id=18947, stack(0x0000700010a61000,0x0000700010b61000)] =>0x00007fd1aa809000 JavaThread "main" [_thread_in_native, id=3843, stack(0x000070000fe3d000,0x000070000ff3d000)]

Other Threads: 0x00007fd1a681e000 VMThread [stack: 0x000070001095e000,0x0000700010a5e000] [id=19203] 0x00007fd1a9180800 WatcherThread [stack: 0x0000700011482000,0x0000700011582000] [id=42499]

VM state:not at safepoint (normal execution)

VM Mutex/Monitor currently owned by a thread: None

heap address: 0x00000006c0000000, size: 4096 MB, Compressed Oops mode: Zero based, Oop shift amount: 3 Narrow klass base: 0x0000000000000000, Narrow klass shift: 3 Compressed class space size: 1073741824 Address: 0x00000007c0000000

Heap: PSYoungGen total 284160K, used 9088K [0x000000076ab00000, 0x000000077cf80000, 0x00000007c0000000) eden space 276992K, 2% used [0x000000076ab00000,0x000000076b0726a8,0x000000077b980000) from space 7168K, 48% used [0x000000077c880000,0x000000077cbedc58,0x000000077cf80000) to space 11264K, 0% used [0x000000077b980000,0x000000077b980000,0x000000077c480000) ParOldGen total 98816K, used 6107K [0x00000006c0000000, 0x00000006c6080000, 0x000000076ab00000) object space 98816K, 6% used [0x00000006c0000000,0x00000006c05f6cb8,0x00000006c6080000) Metaspace used 27052K, capacity 27222K, committed 27392K, reserved 1073152K class space used 2734K, capacity 2814K, committed 2816K, reserved 1048576K

Card table byte_map: [0x0000000118d5f000,0x0000000119560000] byte_map_base: 0x000000011575f000

Marking Bits: (ParMarkBitMap*) 0x0000000109100f60 Begin Bits: [0x0000000119ab6000, 0x000000011dab6000) End Bits: [0x000000011dab6000, 0x0000000121ab6000)

Polling page: 0x0000000106fce000

CodeCache: size=245760Kb used=8038Kb max_used=8052Kb free=237721Kb bounds [0x000000010999f000, 0x000000010a18f000, 0x000000011899f000] total_blobs=3268 nmethods=2085 adapters=1096 compilation: enabled

Compilation events (10 events): Event: 5.525 Thread 0x00007fd1a784d800 2083 3 java.lang.Long::valueOf (10 bytes) Event: 5.525 Thread 0x00007fd1a784d800 nmethod 2083 0x000000010a175310 code [0x000000010a175480, 0x000000010a175618] Event: 5.525 Thread 0x00007fd1a784d800 2085 3 org.nd4j.linalg.api.ops.CustomOpDescriptor$CustomOpDescriptorBuilder::numInputs (7 bytes) Event: 5.525 Thread 0x00007fd1a784d800 nmethod 2085 0x000000010a174fd0 code [0x000000010a175120, 0x000000010a175270] Event: 5.525 Thread 0x00007fd1a784d800 2086 3 org.nd4j.linalg.api.ops.CustomOpDescriptor$CustomOpDescriptorBuilder::numOutputs (7 bytes) Event: 5.525 Thread 0x00007fd1a784d800 nmethod 2086 0x000000010a182b50 code [0x000000010a182ca0, 0x000000010a182df0] Event: 5.525 Thread 0x00007fd1a784d800 2087 3 org.nd4j.linalg.api.ops.CustomOpDescriptor$CustomOpDescriptorBuilder::allowsInplace (7 bytes) Event: 5.525 Thread 0x00007fd1a784d800 nmethod 2087 0x000000010a182810 code [0x000000010a182960, 0x000000010a182ab0] Event: 5.525 Thread 0x00007fd1af00b800 nmethod 2079 0x000000010a182e90 code [0x000000010a182fe0, 0x000000010a183118] Event: 5.534 Thread 0x00007fd1aa82f000 nmethod 2073 0x000000010a180050 code [0x000000010a180220, 0x000000010a180cd8]

GC Heap History (10 events): Event: 2.323 GC heap before {Heap before GC invocations=5 (full 1): PSYoungGen total 141824K, used 6323K [0x000000076ab00000, 0x0000000774000000, 0x00000007c0000000) eden space 131072K, 0% used [0x000000076ab00000,0x000000076ab00000,0x0000000772b00000) from space 10752K, 58% used [0x0000000773580000,0x0000000773baccb0,0x0000000774000000) to space 10752K, 0% used [0x0000000772b00000,0x0000000772b00000,0x0000000773580000) ParOldGen total 175104K, used 40K [0x00000006c0000000, 0x00000006cab00000, 0x000000076ab00000) object space 175104K, 0% used [0x00000006c0000000,0x00000006c000a000,0x00000006cab00000) Metaspace used 20904K, capacity 21034K, committed 21248K, reserved 1069056K class space used 2158K, capacity 2204K, committed 2304K, reserved 1048576K Event: 2.343 GC heap after Heap after GC invocations=5 (full 1): PSYoungGen total 141824K, used 0K [0x000000076ab00000, 0x0000000774000000, 0x00000007c0000000) eden space 131072K, 0% used [0x000000076ab00000,0x000000076ab00000,0x0000000772b00000) from space 10752K, 0% used [0x0000000773580000,0x0000000773580000,0x0000000774000000) to space 10752K, 0% used [0x0000000772b00000,0x0000000772b00000,0x0000000773580000) ParOldGen total 98816K, used 6075K [0x00000006c0000000, 0x00000006c6080000, 0x000000076ab00000) object space 98816K, 6% used [0x00000006c0000000,0x00000006c05eecb8,0x00000006c6080000) Metaspace used 20904K, capacity 21034K, committed 21248K, reserved 1069056K class space used 2158K, capacity 2204K, committed 2304K, reserved 1048576K } Event: 3.243 GC heap before {Heap before GC invocations=6 (full 1): PSYoungGen total 141824K, used 129298K [0x000000076ab00000, 0x0000000774000000, 0x00000007c0000000) eden space 131072K, 98% used [0x000000076ab00000,0x0000000772944ae0,0x0000000772b00000) from space 10752K, 0% used [0x0000000773580000,0x0000000773580000,0x0000000774000000) to space 10752K, 0% used [0x0000000772b00000,0x0000000772b00000,0x0000000773580000) ParOldGen total 98816K, used 6075K [0x00000006c0000000, 0x00000006c6080000, 0x000000076ab00000) object space 98816K, 6% used [0x00000006c0000000,0x00000006c05eecb8,0x00000006c6080000) Metaspace used 22311K, capacity 22538K, committed 22912K, reserved 1069056K class space used 2283K, capacity 2364K, committed 2432K, reserved 1048576K Event: 3.246 GC heap after Heap after GC invocations=6 (full 1): PSYoungGen total 141824K, used 1866K [0x000000076ab00000, 0x0000000778780000, 0x00000007c0000000) eden space 131072K, 0% used [0x000000076ab00000,0x000000076ab00000,0x0000000772b00000) from space 10752K, 17% used [0x0000000772b00000,0x0000000772cd2b88,0x0000000773580000) to space 11776K, 0% used [0x0000000777c00000,0x0000000777c00000,0x0000000778780000) ParOldGen total 98816K, used 6083K [0x00000006c0000000, 0x00000006c6080000, 0x000000076ab00000) object space 98816K, 6% used [0x00000006c0000000,0x00000006c05f0cb8,0x00000006c6080000) Metaspace used 22311K, capacity 22538K, committed 22912K, reserved 1069056K class space used 2283K, capacity 2364K, committed 2432K, reserved 1048576K } Event: 3.879 GC heap before {Heap before GC invocations=7 (full 1): PSYoungGen total 141824K, used 132938K [0x000000076ab00000, 0x0000000778780000, 0x00000007c0000000) eden space 131072K, 100% used [0x000000076ab00000,0x0000000772b00000,0x0000000772b00000) from space 10752K, 17% used [0x0000000772b00000,0x0000000772cd2b88,0x0000000773580000) to space 11776K, 0% used [0x0000000777c00000,0x0000000777c00000,0x0000000778780000) ParOldGen total 98816K, used 6083K [0x00000006c0000000, 0x00000006c6080000, 0x000000076ab00000) object space 98816K, 6% used [0x00000006c0000000,0x00000006c05f0cb8,0x00000006c6080000) Metaspace used 22318K, capacity 22538K, committed 22912K, reserved 1069056K class space used 2283K, capacity 2364K, committed 2432K, reserved 1048576K Event: 3.881 GC heap after Heap after GC invocations=7 (full 1): PSYoungGen total 200704K, used 896K [0x000000076ab00000, 0x0000000778180000, 0x00000007c0000000) eden space 195072K, 0% used [0x000000076ab00000,0x000000076ab00000,0x0000000776980000) from space 5632K, 15% used [0x0000000777c00000,0x0000000777ce0000,0x0000000778180000) to space 12288K, 0% used [0x0000000776980000,0x0000000776980000,0x0000000777580000) ParOldGen total 98816K, used 6091K [0x00000006c0000000, 0x00000006c6080000, 0x000000076ab00000) object space 98816K, 6% used [0x00000006c0000000,0x00000006c05f2cb8,0x00000006c6080000) Metaspace used 22318K, capacity 22538K, committed 22912K, reserved 1069056K class space used 2283K, capacity 2364K, committed 2432K, reserved 1048576K } Event: 4.991 GC heap before {Heap before GC invocations=8 (full 1): PSYoungGen total 200704K, used 195968K [0x000000076ab00000, 0x0000000778180000, 0x00000007c0000000) eden space 195072K, 100% used [0x000000076ab00000,0x0000000776980000,0x0000000776980000) from space 5632K, 15% used [0x0000000777c00000,0x0000000777ce0000,0x0000000778180000) to space 12288K, 0% used [0x0000000776980000,0x0000000776980000,0x0000000777580000) ParOldGen total 98816K, used 6091K [0x00000006c0000000, 0x00000006c6080000, 0x000000076ab00000) object space 98816K, 6% used [0x00000006c0000000,0x00000006c05f2cb8,0x00000006c6080000) Metaspace used 24636K, capacity 24790K, committed 25088K, reserved 1071104K class space used 2440K, capacity 2494K, committed 2560K, reserved 1048576K Event: 4.993 GC heap after Heap after GC invocations=8 (full 1): PSYoungGen total 207360K, used 3698K [0x000000076ab00000, 0x000000077d400000, 0x00000007c0000000) eden space 195072K, 0% used [0x000000076ab00000,0x000000076ab00000,0x0000000776980000) from space 12288K, 30% used [0x0000000776980000,0x0000000776d1c990,0x0000000777580000) to space 11776K, 0% used [0x000000077c880000,0x000000077c880000,0x000000077d400000) ParOldGen total 98816K, used 6099K [0x00000006c0000000, 0x00000006c6080000, 0x000000076ab00000) object space 98816K, 6% used [0x00000006c0000000,0x00000006c05f4cb8,0x00000006c6080000) Metaspace used 24636K, capacity 24790K, committed 25088K, reserved 1071104K class space used 2440K, capacity 2494K, committed 2560K, reserved 1048576K } Event: 5.499 GC heap before {Heap before GC invocations=9 (full 1): PSYoungGen total 207360K, used 198770K [0x000000076ab00000, 0x000000077d400000, 0x00000007c0000000) eden space 195072K, 100% used [0x000000076ab00000,0x0000000776980000,0x0000000776980000) from space 12288K, 30% used [0x0000000776980000,0x0000000776d1c990,0x0000000777580000) to space 11776K, 0% used [0x000000077c880000,0x000000077c880000,0x000000077d400000) ParOldGen total 98816K, used 6099K [0x00000006c0000000, 0x00000006c6080000, 0x000000076ab00000) object space 98816K, 6% used [0x00000006c0000000,0x00000006c05f4cb8,0x00000006c6080000) Metaspace used 26802K, capacity 26966K, committed 27136K, reserved 1073152K class space used 2700K, capacity 2750K, committed 2816K, reserved 1048576K Event: 5.501 GC heap after Heap after GC invocations=9 (full 1): PSYoungGen total 284160K, used 3511K [0x000000076ab00000, 0x000000077cf80000, 0x00000007c0000000) eden space 276992K, 0% used [0x000000076ab00000,0x000000076ab00000,0x000000077b980000) from space 7168K, 48% used [0x000000077c880000,0x000000077cbedc58,0x000000077cf80000) to space 11264K, 0% used [0x000000077b980000,0x000000077b980000,0x000000077c480000) ParOldGen total 98816K, used 6107K [0x00000006c0000000, 0x00000006c6080000, 0x000000076ab00000) object space 98816K, 6% used [0x00000006c0000000,0x00000006c05f6cb8,0x00000006c6080000) Metaspace used 26802K, capacity 26966K, committed 27136K, reserved 1073152K class space used 2700K, capacity 2750K, committed 2816K, reserved 1048576K }

Deoptimization events (10 events): Event: 2.798 Thread 0x00007fd1aa809000 Uncommon trap: reason=unstable_if action=reinterpret pc=0x0000000109f72b14 method=org.nd4j.linalg.api.shape.Shape.getOffsetUnsafe([JJJJJ)J @ 141 Event: 4.216 Thread 0x00007fd1aa809000 Uncommon trap: reason=unstable_if action=reinterpret pc=0x0000000109ed74b0 method=org.nd4j.linalg.api.ndarray.BaseNDArray.isScalar()Z @ 42 Event: 4.748 Thread 0x00007fd1aa809000 Uncommon trap: reason=bimorphic action=maybe_recompile pc=0x0000000109f3fe34 method=java.util.regex.Pattern$BmpCharProperty.match(Ljava/util/regex/Matcher;ILjava/lang/CharSequence;)Z @ 31 Event: 4.748 Thread 0x00007fd1aa809000 Uncommon trap: reason=bimorphic action=maybe_recompile pc=0x0000000109f3fe14 method=java.util.regex.Pattern$BmpCharProperty.match(Ljava/util/regex/Matcher;ILjava/lang/CharSequence;)Z @ 16 Event: 4.748 Thread 0x00007fd1aa809000 Uncommon trap: reason=bimorphic action=maybe_recompile pc=0x0000000109f3fe14 method=java.util.regex.Pattern$BmpCharProperty.match(Ljava/util/regex/Matcher;ILjava/lang/CharSequence;)Z @ 16 Event: 4.748 Thread 0x00007fd1aa809000 Uncommon trap: reason=bimorphic action=maybe_recompile pc=0x0000000109f3fe14 method=java.util.regex.Pattern$BmpCharProperty.match(Ljava/util/regex/Matcher;ILjava/lang/CharSequence;)Z @ 16 Event: 4.759 Thread 0x00007fd1aa809000 Uncommon trap: reason=unstable_if action=reinterpret pc=0x000000010a026798 method=java.lang.Long.getChars(JI[C)V @ 94 Event: 5.229 Thread 0x00007fd1aa809000 Uncommon trap: reason=unstable_if action=reinterpret pc=0x0000000109ac6060 method=sun.nio.cs.UTF_8$Encoder.encode([CII[B)I @ 33 Event: 5.465 Thread 0x00007fd1aa809000 Uncommon trap: reason=unstable_if action=reinterpret pc=0x0000000109e9e814 method=java.util.concurrent.ConcurrentHashMap.addCount(JI)V @ 7 Event: 5.515 Thread 0x00007fd1aa809000 Uncommon trap: reason=class_check action=maybe_recompile pc=0x0000000109fa0b18 method=java.util.AbstractList$Itr.hasNext()Z @ 8

Classes redefined (0 events): No events

Internal exceptions (10 events): Event: 0.543 Thread 0x00007fd1aa809000 Exception <a 'java/lang/ArrayIndexOutOfBoundsException': 160> (0x000000076c3d2518) thrown at [/jenkins/workspace/8-2-build-macosx-x86_64/jdk8u251/737/hotspot/src/share/vm/interpreter/interpreterRuntime.cpp, line 368] Event: 0.546 Thread 0x00007fd1aa809000 Exception <a 'java/lang/ClassNotFoundException': org/apache/log4j/LayoutCustomizer> (0x000000076c423b80) thrown at [/jenkins/workspace/8-2-build-macosx-x86_64/jdk8u251/737/hotspot/src/share/vm/classfile/systemDictionary.cpp, line 210] Event: 0.548 Thread 0x00007fd1aa809000 Exception <a 'java/lang/ClassNotFoundException': org/apache/log4j/PatternLayoutCustomizer> (0x000000076c491440) thrown at [/jenkins/workspace/8-2-build-macosx-x86_64/jdk8u251/737/hotspot/src/share/vm/classfile/systemDictionary.cpp, line 210] Event: 0.574 Thread 0x00007fd1aa809000 Exception <a 'java/lang/ClassNotFoundException': org/apache/log4j/ConsoleAppenderBeanInfo> (0x000000076c5beda0) thrown at [/jenkins/workspace/8-2-build-macosx-x86_64/jdk8u251/737/hotspot/src/share/vm/classfile/systemDictionary.cpp, line 210] Event: 0.575 Thread 0x00007fd1aa809000 Exception <a 'java/lang/ClassNotFoundException': org/apache/log4j/WriterAppenderBeanInfo> (0x000000076c5ff2e8) thrown at [/jenkins/workspace/8-2-build-macosx-x86_64/jdk8u251/737/hotspot/src/share/vm/classfile/systemDictionary.cpp, line 210] Event: 0.575 Thread 0x00007fd1aa809000 Exception <a 'java/lang/ClassNotFoundException': org/apache/log4j/AppenderSkeletonBeanInfo> (0x000000076c6411c8) thrown at [/jenkins/workspace/8-2-build-macosx-x86_64/jdk8u251/737/hotspot/src/share/vm/classfile/systemDictionary.cpp, line 210] Event: 0.576 Thread 0x00007fd1aa809000 Exception <a 'java/lang/ClassNotFoundException': org/apache/log4j/AppenderSkeletonCustomizer> (0x000000076c687448) thrown at [/jenkins/workspace/8-2-build-macosx-x86_64/jdk8u251/737/hotspot/src/share/vm/classfile/systemDictionary.cpp, line 210] Event: 0.578 Thread 0x00007fd1aa809000 Exception <a 'java/lang/ClassNotFoundException': org/apache/log4j/WriterAppenderCustomizer> (0x000000076c6f4c98) thrown at [/jenkins/workspace/8-2-build-macosx-x86_64/jdk8u251/737/hotspot/src/share/vm/classfile/systemDictionary.cpp, line 210] Event: 0.580 Thread 0x00007fd1aa809000 Exception <a 'java/lang/ClassNotFoundException': org/apache/log4j/ConsoleAppenderCustomizer> (0x000000076c742dd0) thrown at [/jenkins/workspace/8-2-build-macosx-x86_64/jdk8u251/737/hotspot/src/share/vm/classfile/systemDictionary.cpp, line 210] Event: 1.558 Thread 0x00007fd1aa809000 Implicit null exception at 0x0000000109dc77ef to 0x0000000109dc78fd

Events (10 events): Event: 5.518 loading class sun/security/provider/DigestBase done Event: 5.518 loading class sun/security/provider/SHA done Event: 5.518 loading class java/security/MessageDigest$Delegate Event: 5.518 loading class java/security/MessageDigest$Delegate done Event: 5.518 loading class sun/security/provider/ByteArrayAccess Event: 5.518 loading class sun/security/provider/ByteArrayAccess done Event: 5.522 loading class org/nd4j/linalg/api/ops/CustomOpDescriptor Event: 5.522 loading class org/nd4j/linalg/api/ops/CustomOpDescriptor done Event: 5.522 loading class org/nd4j/linalg/api/ops/CustomOpDescriptor$CustomOpDescriptorBuilder Event: 5.522 loading class org/nd4j/linalg/api/ops/CustomOpDescriptor$CustomOpDescriptorBuilder done

Dynamic libraries: 0x00007fff2f629000 /System/Library/Frameworks/Cocoa.framework/Versions/A/Cocoa 0x00007fff3ce1e000 /System/Library/Frameworks/Security.framework/Versions/A/Security 0x00007fff2e58e000 /System/Library/Frameworks/ApplicationServices.framework/Versions/A/ApplicationServices 0x00007fff69941000 /usr/lib/libz.1.dylib 0x00007fff67405000 /usr/lib/libSystem.B.dylib 0x00007fff69265000 /usr/lib/libobjc.A.dylib 0x00007fff304cb000 /System/Library/Frameworks/CoreFoundation.framework/Versions/A/CoreFoundation 0x00007fff32b88000 /System/Library/Frameworks/Foundation.framework/Versions/C/Foundation 0x00007fff2d77e000 /System/Library/Frameworks/AppKit.framework/Versions/C/AppKit 0x00007fff2ffad000 /System/Library/Frameworks/CoreData.framework/Versions/A/CoreData 0x00007fff6141b000 /System/Library/PrivateFrameworks/UIFoundation.framework/Versions/A/UIFoundation 0x00007fff5c4af000 /System/Library/PrivateFrameworks/RemoteViewServices.framework/Versions/A/RemoteViewServices 0x00007fff63f75000 /System/Library/PrivateFrameworks/XCTTargetBootstrap.framework/Versions/A/XCTTargetBootstrap 0x00007fff30398000 /System/Library/Frameworks/CoreDisplay.framework/Versions/A/CoreDisplay 0x00007fff35a42000 /System/Library/Frameworks/Metal.framework/Versions/A/Metal 0x00007fff4a4b2000 /System/Library/PrivateFrameworks/DesktopServicesPriv.framework/Versions/A/DesktopServicesPriv 0x00007fff68540000 /usr/lib/liblangid.dylib 0x00007fff49747000 /System/Library/PrivateFrameworks/CoreSVG.framework/Versions/A/CoreSVG 0x00007fff5f60b000 /System/Library/PrivateFrameworks/SkyLight.framework/Versions/A/SkyLight 0x00007fff3094c000 /System/Library/Frameworks/CoreGraphics.framework/Versions/A/CoreGraphics 0x00007fff2c152000 /System/Library/Frameworks/Accelerate.framework/Versions/A/Accelerate 0x00007fff69832000 /usr/lib/libxml2.2.dylib 0x00007fff5543a000 /System/Library/PrivateFrameworks/IconServices.framework/Versions/A/IconServices 0x00007fff33367000 /System/Library/Frameworks/IOSurface.framework/Versions/A/IOSurface 0x00007fff66f2f000 /usr/lib/libDiagnosticMessagesClient.dylib 0x00007fff4a30c000 /System/Library/PrivateFrameworks/DFRFoundation.framework/Versions/A/DFRFoundation 0x00007fff682cf000 /usr/lib/libicucore.A.dylib 0x00007fff2e8c0000 /System/Library/Frameworks/AudioToolbox.framework/Versions/A/AudioToolbox 0x00007fff2e9a3000 /System/Library/Frameworks/AudioUnit.framework/Versions/A/AudioUnit 0x00007fff67607000 /usr/lib/libauto.dylib 0x00007fff4a3ae000 /System/Library/PrivateFrameworks/DataDetectorsCore.framework/Versions/A/DataDetectorsCore 0x00007fff2f14a000 /System/Library/Frameworks/Carbon.framework/Versions/A/Frameworks/HIToolbox.framework/Versions/A/HIToolbox 0x00007fff3c01a000 /System/Library/Frameworks/QuartzCore.framework/Versions/A/QuartzCore 0x00007fff2f489000 /System/Library/Frameworks/Carbon.framework/Versions/A/Frameworks/SpeechRecognition.framework/Versions/A/SpeechRecognition 0x00007fff49e20000 /System/Library/PrivateFrameworks/CoreUI.framework/Versions/A/CoreUI 0x00007fff2fa18000 /System/Library/Frameworks/CoreAudio.framework/Versions/A/CoreAudio 0x00007fff32847000 /System/Library/Frameworks/DiskArbitration.framework/Versions/A/DiskArbitration 0x00007fff5748a000 /System/Library/PrivateFrameworks/MultitouchSupport.framework/Versions/A/MultitouchSupport 0x00007fff68196000 /usr/lib/libenergytrace.dylib 0x00007fff332c1000 /System/Library/Frameworks/IOKit.framework/Versions/A/IOKit 0x00007fff318b3000 /System/Library/Frameworks/CoreServices.framework/Versions/A/CoreServices 0x00007fff59642000 /System/Library/PrivateFrameworks/PerformanceAnalysis.framework/Versions/A/PerformanceAnalysis 0x00007fff3b04d000 /System/Library/Frameworks/OpenGL.framework/Versions/A/OpenGL 0x00007fff2f637000 /System/Library/Frameworks/ColorSync.framework/Versions/A/ColorSync 0x00007fff30fcf000 /System/Library/Frameworks/CoreImage.framework/Versions/A/CoreImage 0x00007fff32326000 /System/Library/Frameworks/CoreText.framework/Versions/A/CoreText 0x00007fff333f7000 /System/Library/Frameworks/ImageIO.framework/Versions/A/ImageIO 0x00007fff676eb000 /usr/lib/libc++.1.dylib 0x00007fff67767000 /usr/lib/libcompression.dylib 0x00007fff67273000 /usr/lib/libMobileGestalt.dylib 0x00007fff61185000 /System/Library/PrivateFrameworks/TextureIO.framework/Versions/A/TextureIO 0x00007fff6756a000 /usr/lib/libate.dylib 0x00007fff55643000 /System/Library/PrivateFrameworks/InternationalSupport.framework/Versions/A/InternationalSupport 0x00007fff6a202000 /usr/lib/system/libcache.dylib 0x00007fff6a208000 /usr/lib/system/libcommonCrypto.dylib 0x00007fff6a214000 /usr/lib/system/libcompiler_rt.dylib 0x00007fff6a21c000 /usr/lib/system/libcopyfile.dylib 0x00007fff6a226000 /usr/lib/system/libcorecrypto.dylib 0x00007fff6a3c5000 /usr/lib/system/libdispatch.dylib 0x00007fff6a406000 /usr/lib/system/libdyld.dylib 0x00007fff6a43d000 /usr/lib/system/libkeymgr.dylib 0x00007fff6a44b000 /usr/lib/system/liblaunch.dylib 0x00007fff6a44c000 /usr/lib/system/libmacho.dylib 0x00007fff6a452000 /usr/lib/system/libquarantine.dylib 0x00007fff6a455000 /usr/lib/system/libremovefile.dylib 0x00007fff6a457000 /usr/lib/system/libsystem_asl.dylib 0x00007fff6a46f000 /usr/lib/system/libsystem_blocks.dylib 0x00007fff6a470000 /usr/lib/system/libsystem_c.dylib 0x00007fff6a4f8000 /usr/lib/system/libsystem_configuration.dylib 0x00007fff6a4fc000 /usr/lib/system/libsystem_coreservices.dylib 0x00007fff6a500000 /usr/lib/system/libsystem_darwin.dylib 0x00007fff6a509000 /usr/lib/system/libsystem_dnssd.dylib 0x00007fff6a511000 /usr/lib/system/libsystem_featureflags.dylib 0x00007fff6a513000 /usr/lib/system/libsystem_info.dylib 0x00007fff6a58e000 /usr/lib/system/libsystem_m.dylib 0x00007fff6a5d6000 /usr/lib/system/libsystem_malloc.dylib 0x00007fff6a5fe000 /usr/lib/system/libsystem_networkextension.dylib 0x00007fff6a60c000 /usr/lib/system/libsystem_notify.dylib 0x00007fff6a62a000 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VM Arguments: jvm_args: -javaagent:/Applications/IntelliJ IDEA.app/Contents/lib/idea_rt.jar=51810:/Applications/IntelliJ IDEA.app/Contents/bin -Dfile.encoding=UTF-8 java_command: ModelTest java_class_path (initial): /Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/charsets.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/deploy.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/ext/cldrdata.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/ext/dnsns.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/ext/jaccess.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/ext/jfxrt.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/ext/localedata.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/ext/nashorn.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/ext/sunec.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/ext/sunjce_provider.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/ext/sunpkcs11.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/ext/zipfs.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/javaws.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/jce.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/jfr.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/jfxswt.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/jsse.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/management-agent.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/plugin.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/resources.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/jre/lib/rt.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home/lib/ant-javafx.jar:/Library/Java/JavaVirtualMachines/jdk1.8.0_251.jdk/Contents/Home Launcher Type: SUN_STANDARD

Environment Variables: PATH=/Users/wenfengxu/opt/anaconda3/bin:/Users/wenfengxu/opt/anaconda3/condabin:/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin:/Applications/VMware Fusion.app/Contents/Public SHELL=/bin/zsh

Signal Handlers: SIGSEGV: [libjvm.dylib+0x5bc2ff], sa_mask[0]=11111111011111110111111111111111, sa_flags=SA_ONSTACK|SA_RESTART|SA_SIGINFO SIGBUS: [libjvm.dylib+0x5bc2ff], sa_mask[0]=11111111011111110111111111111111, sa_flags=SA_RESTART|SA_SIGINFO SIGFPE: [libjvm.dylib+0x48d41c], sa_mask[0]=11111111011111110111111111111111, sa_flags=SA_RESTART|SA_SIGINFO SIGPIPE: [libjvm.dylib+0x48d41c], sa_mask[0]=11111111011111110111111111111111, sa_flags=SA_RESTART|SA_SIGINFO SIGXFSZ: [libjvm.dylib+0x48d41c], sa_mask[0]=11111111011111110111111111111111, sa_flags=SA_RESTART|SA_SIGINFO SIGILL: [libjvm.dylib+0x48d41c], sa_mask[0]=11111111011111110111111111111111, sa_flags=SA_RESTART|SA_SIGINFO SIGUSR1: SIG_DFL, sa_mask[0]=00000000000000000000000000000000, sa_flags=none SIGUSR2: [libjvm.dylib+0x48cf3a], sa_mask[0]=00100000000000000000000000000000, sa_flags=SA_RESTART|SA_SIGINFO SIGHUP: [libjvm.dylib+0x48b4c5], sa_mask[0]=11111111011111110111111111111111, sa_flags=SA_RESTART|SA_SIGINFO SIGINT: [libjvm.dylib+0x48b4c5], sa_mask[0]=11111111011111110111111111111111, sa_flags=SA_RESTART|SA_SIGINFO SIGTERM: [libjvm.dylib+0x48b4c5], sa_mask[0]=11111111011111110111111111111111, sa_flags=SA_RESTART|SA_SIGINFO SIGQUIT: [libjvm.dylib+0x48b4c5], sa_mask[0]=11111111011111110111111111111111, sa_flags=SA_RESTART|SA_SIGINFO

--------------- S Y S T E M ---------------

OS:Bsduname:Darwin 19.6.0 Darwin Kernel Version 19.6.0: Sun Jul 5 00:43:10 PDT 2020; root:xnu-6153.141.1~9/RELEASE_X86_64 x86_64 rlimit: STACK 8192k, CORE 0k, NPROC 2784, NOFILE 10240, AS infinity load average:4.07 3.39 2.98

CPU:total 12 (initial active 12) (6 cores per cpu, 2 threads per core) family 6 model 158 stepping 10, cmov, cx8, fxsr, mmx, sse, sse2, sse3, ssse3, sse4.1, sse4.2, popcnt, avx, avx2, aes, clmul, erms, 3dnowpref, lzcnt, ht, tsc, tscinvbit, bmi1, bmi2, adx

Memory: 4k page, physical 16777216k(438764k free)

/proc/meminfo:

vm_info: Java HotSpot(TM) 64-Bit Server VM (25.251-b08) for bsd-amd64 JRE (1.8.0_251-b08), built on Mar 12 2020 02:36:37 by "java_re" with gcc 4.2.1 (Based on Apple Inc. build 5658) (LLVM build 2336.11.00)

time: Wed Sep 16 17:26:07 2020 timezone: CST elapsed time: 5 seconds (0d 0h 0m 5s)

code is

import org.bytedeco.opencv.opencv_core.Mat;
import org.datavec.image.loader.NativeImageLoader;
import org.deeplearning4j.nn.graph.ComputationGraph;
import org.deeplearning4j.nn.modelimport.keras.KerasModelImport;
import org.deeplearning4j.nn.modelimport.keras.exceptions.InvalidKerasConfigurationException;
import org.deeplearning4j.nn.modelimport.keras.exceptions.UnsupportedKerasConfigurationException;
import org.nd4j.linalg.api.ndarray.INDArray;
import org.nd4j.linalg.dataset.api.preprocessor.ImagePreProcessingScaler;

import java.io.File;
import java.io.IOException;

public class ModelTest {

    private static ComputationGraph model;

    private static int yolowidth = 416;
    private static int yoloheight = 416;

    static{

        String modelPATH = "model/yolov3_416_fixed.h5";
        try {
            model = KerasModelImport.importKerasModelAndWeights(modelPATH);
        } catch (IOException e) {
            // TODO Auto-generated catch block
            e.printStackTrace();
        } catch (UnsupportedKerasConfigurationException e) {
            // TODO Auto-generated catch block
            e.printStackTrace();
        } catch (InvalidKerasConfigurationException e) {
            // TODO Auto-generated catch block
            e.printStackTrace();
        }
        model.init();
        System.out.println(model.summary());

    }
    public static void main(String[] args) throws IOException {

        INDArray input=prepareImage(new File("/Users/wenfengxu/Desktop/临时文件/1598859447971.jpg"),yolowidth,yoloheight);

        input = input.permute(0, 2, 3, 1);

        INDArray[] arrays=model.output(input);

    }

    private static INDArray prepareImage(Mat file, int width, int height) throws IOException {
        NativeImageLoader loader = new NativeImageLoader(height, width, 3);
        ImagePreProcessingScaler imagePreProcessingScaler = new ImagePreProcessingScaler(0, 1);
        INDArray indArray = loader.asMatrix(file);
        imagePreProcessingScaler.transform(indArray);
        return indArray;
    }

    private static INDArray prepareImage(File file, int width, int height) throws IOException {
        NativeImageLoader loader = new NativeImageLoader(height, width, 3);
        ImagePreProcessingScaler imagePreProcessingScaler = new ImagePreProcessingScaler(0, 1);
        INDArray indArray = loader.asMatrix(file);
        imagePreProcessingScaler.transform(indArray);
        return indArray;
    }
}

<?xml version="1.0" encoding="UTF-8"?> <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">

4.0.0
<groupId>Certifai</groupId>
<artifactId>SocialDistancingChecker</artifactId>
<version>1.0-SNAPSHOT</version>
<build>
    <plugins>
        <plugin>
            <groupId>org.apache.maven.plugins</groupId>
            <artifactId>maven-compiler-plugin</artifactId>
            <configuration>
                <source>8</source>
                <target>8</target>
            </configuration>
        </plugin>
    </plugins>
</build>
<properties>
    <nd4j.backend>nd4j-native-platform</nd4j.backend>
    <nd4j.backend>nd4j-cuda-10.1-platform</nd4j.backend>
    <nd4j.version>1.0.0-beta7</nd4j.version>
    <dl4j.version>1.0.0-beta7</dl4j.version>
    <datavec.version>1.0.0-beta7</datavec.version>
</properties>

<dependencies>
    <dependency> 
         <groupId>org.nd4j</groupId>
         <artifactId>${nd4jPlatform}</artifactId> 
         <version>${nd4j.version}</version> 
     </dependency>

    <dependency>
        <groupId>org.deeplearning4j</groupId>
        <artifactId>deeplearning4j-core</artifactId>
        <version>${dl4j.version}</version>
    </dependency>

    <dependency>
        <groupId>org.bytedeco</groupId>
        <artifactId>javacv-platform</artifactId>
        <version>1.5.3</version>
    </dependency>
    <dependency>
        <groupId>org.deeplearning4j</groupId>
        <artifactId>deeplearning4j-ui</artifactId>
        <version>${dl4j.version}</version>
    </dependency>
    <!--        Logging libraries-->
    <dependency>
        <groupId>org.slf4j</groupId>
        <artifactId>slf4j-api</artifactId>
        <version>2.0.0-alpha1</version>
    </dependency>
    <dependency>
        <groupId>org.slf4j</groupId>
        <artifactId>slf4j-log4j12</artifactId>
        <version>2.0.0-alpha1</version>
    </dependency>
</dependencies>

    <profiles>

    <profile>
        <id>nd4j-native-platform</id>
        <activation>
            <activeByDefault>true</activeByDefault>
        </activation>
        <properties>
            <nd4jPlatform>nd4j-native-platform</nd4jPlatform>
        </properties>
    </profile>

    <profile>
        <id>nd4j-cuda-10.2-platform</id>
        <activation>
            <activeByDefault>false</activeByDefault>
        </activation>
        <properties>
            <nd4jPlatform>nd4j-cuda-10.2-platform</nd4jPlatform>
        </properties>
    </profile>

</profiles>

alvin9964 commented 4 years ago

@bewithme change this part of the pom file

    <dependency>
    <groupId>org.deeplearning4j</groupId>
    <artifactId>deeplearning4j-core</artifactId>
    <version>${dl4j.version}</version>
</dependency>

to

<dependency>
    <groupId>org.deeplearning4j</groupId>
    <artifactId>deeplearning4j-cuda-10.2</artifactId>
    <version>${dl4j.version}</version>
</dependency>

and try rerun

bewithme commented 4 years ago

@bewithme change this part of the pom file

    <dependency>
  <groupId>org.deeplearning4j</groupId>
  <artifactId>deeplearning4j-core</artifactId>
  <version>${dl4j.version}</version>
</dependency>

to

<dependency>
  <groupId>org.deeplearning4j</groupId>
  <artifactId>deeplearning4j-cuda-10.2</artifactId>
  <version>${dl4j.version}</version>
</dependency>

and try rerun

do I have to use cuda?

bewithme commented 4 years ago

SocialDistanceChecker is working but SocialDistanceCheckerVideo doesn't work ,the video I use is attached

Input #0, mov,mp4,m4a,3gp,3g2,mj2, from 'data/1598594778378209.mp4': Metadata: major_brand : isom minor_version : 512 compatible_brands: isomiso2avc1mp41 encoder : Lavf57.58.101 Duration: 00:00:09.01, start: 0.000000, bitrate: 499 kb/s Stream #0:0(und): Video: h264 (High) (avc1 / 0x31637661), yuv420p, 640x368, 457 kb/s, 24 fps, 24 tbr, 12288 tbn, 96 tbc (default) Metadata: handler_name : VideoHandler Stream #0:1(und): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 47 kb/s (default) Metadata: handler_name : SoundHandler Output #0, mp4, to 'output.mp4': Metadata: encoder : Lavf58.29.100 Stream #0:0: Video: mpeg4 (mp4v / 0x7634706D), yuv420p, 1280x720, q=2-31, 9 kb/s, 30 fps, 15360 tbn, 30 tbc [aac @ 0x7f471ccba5c0] Could not update timestamps for skipped samples. Exception in thread "main" java.lang.NullPointerException at org.datavec.image.loader.NativeImageLoader.transformImage(NativeImageLoader.java:611) at org.datavec.image.loader.NativeImageLoader.asMatrix(NativeImageLoader.java:594) at SocialDistanceCheckerVideo.main(SocialDistanceCheckerVideo.java:81)

1598594778378209.mp4.zip

yptheangel commented 4 years ago

@bewithme I am able to run your video on my system, Win10, Cuda 10.1 Cudnn 7.6.5. Output video here

can you try invalidate the cache and restart your JVM or redownload and reimport the dl4j dependencies

yptheangel commented 4 years ago

@bewithme you can try with a few other test videos here

skymind-dev01 commented 4 years ago

@bewithme you can try with a few other test videos here

thank you ,the videos you afforded is working, but I don't know why my video is not working

skymind-dev01 commented 4 years ago

Can you help me change the project to use cuda-9.2 dl4j-beta6 ? for my machine only can use cuda-9.2 even if I install cuda-10.2 , I don't know why.

yptheangel commented 4 years ago

@skymind-dev01 which videos? are you using cuda, cudnn on windows or linux?

bewithme commented 4 years ago

@skymind-dev01 which videos? are you using cuda, cudnn on windows or linux?

I used cuda 10.2 without cudnn on centos 7 https://github.com/yptheangel/Social-Distancing-Monitor-Java/files/5244515/1598594778378209.mp4.zip.

yptheangel commented 4 years ago

@bewithme the code is running fine when using your video, I have produced the output as mentioned earlier here

You need to setup both correct versions cuda and cudnn in order to use DL4J in GPU