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Missing header for GraphRuntimeFactory in android_rpc #6648

Merged
merged 1 commit into from
Oct 8, 2020
Merged

Missing header for GraphRuntimeFactory in android_rpc #6648

merged 1 commit into from
Oct 8, 2020

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qiangxu1996
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When running deploy_model_on_android.py from the tutorial on mobile CPU, I got the following error. After searching on the web, it seems like the file for GraphRuntimeFactory is not included in the Android project. After the fix the demo runs without problem. This fix is originally from https://zhuanlan.zhihu.com/p/234413621 (in Chinese).

2020-10-07 15:19:27.490 29147-29163/org.apache.tvm.tvmrpc W/System.err: Load module from /data/user/0/org.apache.tvm.tvmrpc/cache/tvm4j_rpc_801593968118546428/net.so
2020-10-07 15:19:27.501 29147-29163/org.apache.tvm.tvmrpc D/TVM_RUNTIME: [15:19:27] /workspace/apps/android_rpc/app/src/main/jni/../../../../../../3rdparty/dmlc-core/include/dmlc/logging.h:454: [15:19:27] /workspace/apps/android_rpc/app/src/main/jni/../../../../../../include/../src/runtime/library_module.cc:149: Check failed: f != nullptr: Binary was created using GraphRuntimeFactory but a loader of that name is not registered. Available loaders are vulkan, opencl. Perhaps you need to recompile with this runtime enabled.
2020-10-07 15:19:27.540 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534] JNI DETECTED ERROR IN APPLICATION: JNI CallStaticVoidMethodV called with pending exception org.apache.tvm.Base$TVMError: TVMError: Check failed: f != nullptr: Binary was created using GraphRuntimeFactory but a loader of that name is not registered. Available loaders are vulkan, opencl. Perhaps you need to recompile with this runtime enabled.
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534] Stack trace:
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   File "/workspace/apps/android_rpc/app/src/main/jni/../../../../../../include/../src/runtime/library_module.cc", line 149
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534] 
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at void org.apache.tvm.Base.checkCall(int) (Base.java:173)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at org.apache.tvm.TVMValue org.apache.tvm.Function.invoke() (Function.java:130)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at org.apache.tvm.Module org.apache.tvm.Module.load(java.lang.String, java.lang.String) (Module.java:140)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at org.apache.tvm.Module org.apache.tvm.Module.load(java.lang.String) (Module.java:146)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at java.lang.Object org.apache.tvm.rpc.NativeServerLoop$2.invoke(org.apache.tvm.TVMValue[]) (NativeServerLoop.java:89)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at java.lang.Object org.apache.tvm.Function.invokeRegisteredCbFunc(org.apache.tvm.Function$Callback, org.apache.tvm.TVMValue[]) (Function.java:330)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at int org.apache.tvm.LibInfo.tvmFuncCall(long, org.apache.tvm.Base$RefTVMValue) (LibInfo.java:-2)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at org.apache.tvm.TVMValue org.apache.tvm.Function.invoke() (Function.java:130)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at void org.apache.tvm.rpc.NativeServerLoop.run() (NativeServerLoop.java:49)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at void org.apache.tvm.rpc.ConnectTrackerServerProcessor.run() (ConnectTrackerServerProcessor.java:166)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at void org.apache.tvm.tvmrpc.RPCProcessor.run() (RPCProcessor.java:64)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534] 
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]     in call to CallStaticVoidMethodV
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]     from int org.apache.tvm.LibInfo.tvmFuncCall(long, org.apache.tvm.Base$RefTVMValue)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534] "Thread-2" daemon prio=5 tid=12 Runnable
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   | group="main" sCount=0 dsCount=0 flags=0 obj=0x12f404b8 self=0x76bac98c00
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   | sysTid=29163 nice=0 cgrp=default sched=0/0 handle=0x76b13984f0
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   | state=R schedstat=( 814203549 133393511 937 ) utm=65 stm=15 core=7 HZ=100
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   | stack=0x76b1296000-0x76b1298000 stackSize=1037KB
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   | held mutexes= "mutator lock"(shared held)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #00 pc 00000000003ccb5c  /system/lib64/libart.so (art::DumpNativeStack(std::__1::basic_ostream<char, std::__1::char_traits<char>>&, int, BacktraceMap*, char const*, art::ArtMethod*, void*)+208)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #01 pc 000000000049cdf4  /system/lib64/libart.so (art::Thread::DumpStack(std::__1::basic_ostream<char, std::__1::char_traits<char>>&, bool, BacktraceMap*, bool) const+348)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #02 pc 00000000002fe388  /system/lib64/libart.so (art::JavaVMExt::JniAbort(char const*, char const*)+1048)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #03 pc 00000000002fe788  /system/lib64/libart.so (art::JavaVMExt::JniAbortV(char const*, char const*, std::__va_list)+108)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #04 pc 000000000010e02c  /system/lib64/libart.so (art::ScopedCheck::AbortF(char const*, ...)+152)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #05 pc 000000000010db7c  /system/lib64/libart.so (art::ScopedCheck::CheckThread(_JNIEnv*)+500)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #06 pc 000000000010c03c  /system/lib64/libart.so (art::ScopedCheck::Check(art::ScopedObjectAccess&, bool, char const*, art::JniValueType*)+644)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #07 pc 0000000000111438  /system/lib64/libart.so (art::CheckJNI::CheckCallArgs(art::ScopedObjectAccess&, art::ScopedCheck&, _JNIEnv*, _jobject*, _jclass*, _jmethodID*, art::InvokeType, art::VarArgs const*)+132)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #08 pc 00000000001103a4  /system/lib64/libart.so (art::CheckJNI::CallMethodV(char const*, _JNIEnv*, _jobject*, _jclass*, _jmethodID*, std::__va_list, art::Primitive::Type, art::InvokeType)+656)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #09 pc 00000000001010e0  /system/lib64/libart.so (art::CheckJNI::CallStaticVoidMethodV(_JNIEnv*, _jclass*, _jmethodID*, std::__va_list)+84)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #10 pc 000000000009f500  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (_JNIEnv::CallStaticVoidMethod(_jclass*, _jmethodID*, ...)+116)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #11 pc 000000000009f2cc  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (funcInvokeCallback+492)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #12 pc 00000000000bd310  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (???)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #13 pc 00000000000a32d0  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (std::__ndk1::function<void (tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*)>::operator()(tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*) const+36)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #14 pc 0000000000084c84  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (tvm::runtime::PackedFunc::CallPacked(tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*) const+48)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #15 pc 0000000000093048  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (tvm::runtime::LocalSession::CallFunc(void*, TVMValue const*, int const*, int, std::__ndk1::function<void (tvm::runtime::TVMArgs)> const&)+60)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #16 pc 00000000000946ac  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (tvm::runtime::RPCSession::AsyncCallFunc(void*, TVMValue const*, int const*, int, std::__ndk1::function<void (tvm::runtime::RPCCode, tvm::runtime::TVMArgs)>)+64)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #17 pc 00000000000b0c10  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (tvm::runtime::RPCEndpoint::EventHandler::HandleNormalCallFunc()+132)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #18 pc 00000000000afb60  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (tvm::runtime::RPCEndpoint::EventHandler::HandleProcessPacket(std::__ndk1::function<void (tvm::runtime::TVMArgs)>)+192)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #19 pc 0000000000090544  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (tvm::runtime::RPCEndpoint::EventHandler::HandleNextEvent(bool, bool, std::__ndk1::function<void (tvm::runtime::TVMArgs)>)+220)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #20 pc 00000000000903ec  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (tvm::runtime::RPCEndpoint::HandleUntilReturnEvent(bool, std::__ndk1::function<void (tvm::runtime::TVMArgs)>)+612)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #21 pc 0000000000090bd8  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (tvm::runtime::RPCEndpoint::ServerLoop()+120)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #22 pc 00000000000958fc  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (tvm::runtime::RPCServerLoop(tvm::runtime::PackedFunc, tvm::runtime::PackedFunc)+132)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #23 pc 00000000000cfa60  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (???)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #24 pc 00000000000a32d0  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (std::__ndk1::function<void (tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*)>::operator()(tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*) const+36)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #25 pc 0000000000084c84  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (tvm::runtime::PackedFunc::CallPacked(tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*) const+48)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #26 pc 0000000000084b0c  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (TVMFuncCall+60)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #27 pc 000000000009ed80  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/lib/arm64/libtvm4j_runtime_packed.so (Java_org_apache_tvm_LibInfo_tvmFuncCall+168)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   native: #28 pc 00000000000009e0  /data/app/org.apache.tvm.tvmrpc-KP9FS8M-n6sjKsm3tnnDVw==/oat/arm64/base.odex (Java_org_apache_tvm_LibInfo_tvmFuncCall__JLorg_apache_tvm_Base_00024RefTVMValue_2+160)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at org.apache.tvm.LibInfo.tvmFuncCall(Native method)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at org.apache.tvm.Function.invoke(Function.java:130)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at org.apache.tvm.rpc.NativeServerLoop.run(NativeServerLoop.java:49)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at org.apache.tvm.rpc.ConnectTrackerServerProcessor.run(ConnectTrackerServerProcessor.java:166)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]   at org.apache.tvm.tvmrpc.RPCProcessor.run(RPCProcessor.java:64)
2020-10-07 15:19:27.541 29147-29163/org.apache.tvm.tvmrpc A/zygote64: java_vm_ext.cc:534]

zhiics
zhiics approved these changes Oct 7, 2020
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Thanks for the contribution

@tqchen tqchen merged commit 35854c1 into apache:master Oct 8, 2020
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tqchen commented Oct 8, 2020

Thanks @qiangxu1996 !

TusharKanekiDey pushed a commit to TusharKanekiDey/tvm that referenced this pull request Oct 13, 2020
@qiangxu1996
missing header for GraphRuntimeFactory in android_rpc (apache#6648)
30248b9
TusharKanekiDey pushed a commit to TusharKanekiDey/tvm that referenced this pull request Oct 14, 2020
@qiangxu1996
missing header for GraphRuntimeFactory in android_rpc (apache#6648)
c7d9e10
TusharKanekiDey pushed a commit to TusharKanekiDey/tvm that referenced this pull request Oct 15, 2020
@qiangxu1996
missing header for GraphRuntimeFactory in android_rpc (apache#6648)
6efb623
TusharKanekiDey pushed a commit to TusharKanekiDey/tvm that referenced this pull request Oct 16, 2020
@qiangxu1996
missing header for GraphRuntimeFactory in android_rpc (apache#6648)
ff7164f
trevor-m pushed a commit to neo-ai/tvm that referenced this pull request Oct 19, 2020
@qiangxu1996 @trevor-m
missing header for GraphRuntimeFactory in android_rpc (apache#6648)
90cde57
@liangfu liangfu mentioned this pull request Dec 24, 2020
Merged
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@tqchen tqchen tqchen approved these changes

@zhiics zhiics zhiics approved these changes

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@qiangxu1996 @tqchen @zhiics