icaros-usc / pyribs

A bare-bones Python library for quality diversity optimization.
https://pyribs.org
MIT License
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[BUG] std::__1::system_error: condition_variable wait failed: Invalid argument #175

Closed ganyariya closed 2 years ago

ganyariya commented 3 years ago

Description

I run pyribs code from poetry and python3.9. However, when I run the code for 12 ~ 36 hours, sometimes the code crushed...

The error message is here.

Application Specific Information:
terminating with uncaught exception of type std::__1::system_error: condition_variable wait failed: Invalid argument
abort() called

I think this problem is arised from llvm or llvm-lite, because this error is due to thread ordering problem (maybe).

Steps to Reproduce

This command runs learning with pytorch and pyribs.

nohup python -m mario_pytorch.cli learn-pyribs coin_enemy.yaml coin_enemy.yaml coin_enemy.yaml &

Error traceback is here.

Trace back ``` Process: Python [55836] Path: /usr/local/Cellar/python@3.9/3.9.7/Frameworks/Python.framework/Versions/3.9/Resources/Python.app/Contents/MacOS/Python Identifier: org.python.python Version: 3.9.7 (3.9.7) Code Type: X86-64 (Native) Parent Process: zsh [14421] Responsible: alacritty [1167] User ID: 501 Date/Time: 2021-09-28 22:30:22.093 +0900 OS Version: macOS 11.6 (20G165) Report Version: 12 Anonymous UUID: 795A460E-4BBC-7C3A-D5D0-447C26513803 Sleep/Wake UUID: FDBB4B4C-C0BA-41B9-A29C-828E3B109322 Time Awake Since Boot: 480000 seconds Time Since Wake: 300000 seconds System Integrity Protection: enabled Crashed Thread: 8 Exception Type: EXC_CRASH (SIGABRT) Exception Codes: 0x0000000000000000, 0x0000000000000000 Exception Note: EXC_CORPSE_NOTIFY Application Specific Information: terminating with uncaught exception of type std::__1::system_error: condition_variable wait failed: Invalid argument abort() called Thread 0:: Dispatch queue: com.apple.main-thread 0 libsystem_kernel.dylib 0x00007fff203774ca __psynch_mutexwait + 10 1 libsystem_pthread.dylib 0x00007fff203a82ab _pthread_mutex_firstfit_lock_wait + 76 2 libsystem_pthread.dylib 0x00007fff203a6192 _pthread_mutex_firstfit_lock_slow + 204 3 libc++.1.dylib 0x00007fff203413d9 std::__1::mutex::lock() + 9 4 libc10.dylib 0x00000001265fff76 c10::ThreadPool::run(std::__1::function) + 38 5 libtorch_cpu.dylib 0x00000001144beb29 at::internal::_parallel_run(long long, long long, long long, std::__1::function const&) + 969 6 libtorch_cpu.dylib 0x00000001182bf0e9 void at::vml::(anonymous namespace)::vsqrt(float*, float const*, long long) + 169 7 libtorch_cpu.dylib 0x00000001182beca2 void c10::function_ref::callback_fn(at::native::AVX2::sqrt_kernel(at::TensorIteratorBase&)::$_50::operator()() const::'lambda2'()::operator()() const::'lambda'(char**, long long const*, long long) const&)::'lambda'(char**, long long const*, long long, long long)>(long, char**, long long const*, long long, long long) + 274 8 libtorch_cpu.dylib 0x00000001144db370 at::TensorIteratorBase::serial_for_each(c10::function_ref, at::Range) const + 560 9 libtorch_cpu.dylib 0x00000001181cf213 at::native::AVX2::sqrt_kernel(at::TensorIteratorBase&) + 291 10 libtorch_cpu.dylib 0x00000001151076cc c10::impl::wrap_kernel_functor_unboxed_, at::Tensor, c10::guts::typelist::typelist >, at::Tensor (at::Tensor const&)>::call(c10::OperatorKernel*, c10::DispatchKeySet, at::Tensor const&) + 108 11 libtorch_cpu.dylib 0x0000000114f49fc2 at::redispatch::sqrt(c10::DispatchKeySet, at::Tensor const&) + 130 12 libtorch_cpu.dylib 0x0000000116d22010 c10::impl::wrap_kernel_functor_unboxed_, at::Tensor, c10::guts::typelist::typelist >, at::Tensor (c10::DispatchKeySet, at::Tensor const&)>::call(c10::OperatorKernel*, c10::DispatchKeySet, at::Tensor const&) + 448 13 libtorch_cpu.dylib 0x000000011544b10d at::Tensor::sqrt() const + 221 14 libtorch_python.dylib 0x0000000112d965c8 torch::autograd::THPVariable_sqrt(_object*, _object*) + 232 15 org.python.python 0x0000000104c76315 method_vectorcall_NOARGS + 99 16 org.python.python 0x0000000104d62a0e call_function + 164 17 org.python.python 0x0000000104d5fc85 _PyEval_EvalFrameDefault + 42484 18 org.python.python 0x0000000104d545f6 _PyEval_EvalCode + 406 19 org.python.python 0x0000000104c6aadc _PyFunction_Vectorcall + 376 20 org.python.python 0x0000000104d62a0e call_function + 164 21 org.python.python 0x0000000104d5fdfd _PyEval_EvalFrameDefault + 42860 22 org.python.python 0x0000000104d545f6 _PyEval_EvalCode + 406 23 org.python.python 0x0000000104c6aadc _PyFunction_Vectorcall + 376 24 org.python.python 0x0000000104d5ff4c _PyEval_EvalFrameDefault + 43195 25 org.python.python 0x0000000104d545f6 _PyEval_EvalCode + 406 26 org.python.python 0x0000000104c6aadc _PyFunction_Vectorcall + 376 27 org.python.python 0x0000000104d5ff4c _PyEval_EvalFrameDefault + 43195 28 org.python.python 0x0000000104d545f6 _PyEval_EvalCode + 406 29 org.python.python 0x0000000104c6aadc _PyFunction_Vectorcall 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0x0000000104d545f6 _PyEval_EvalCode + 406 60 org.python.python 0x0000000104c6aadc _PyFunction_Vectorcall + 376 61 org.python.python 0x0000000104c6d647 method_vectorcall + 160 62 org.python.python 0x0000000104c6a6c5 PyVectorcall_Call + 164 63 org.python.python 0x0000000104d5ff4c _PyEval_EvalFrameDefault + 43195 64 org.python.python 0x0000000104c6aa24 _PyFunction_Vectorcall + 192 65 org.python.python 0x0000000104d62a0e call_function + 164 66 org.python.python 0x0000000104d5fc85 _PyEval_EvalFrameDefault + 42484 67 org.python.python 0x0000000104d545f6 _PyEval_EvalCode + 406 68 org.python.python 0x0000000104c6aadc _PyFunction_Vectorcall + 376 69 org.python.python 0x0000000104d62a0e call_function + 164 70 org.python.python 0x0000000104d5fc85 _PyEval_EvalFrameDefault + 42484 71 org.python.python 0x0000000104d545f6 _PyEval_EvalCode + 406 72 org.python.python 0x0000000104c6aadc _PyFunction_Vectorcall + 376 73 org.python.python 0x0000000104c6d788 method_vectorcall + 481 74 org.python.python 0x0000000104d5ff4c _PyEval_EvalFrameDefault + 43195 75 org.python.python 0x0000000104d545f6 _PyEval_EvalCode + 406 76 org.python.python 0x0000000104c6aadc _PyFunction_Vectorcall + 376 77 org.python.python 0x0000000104c6a0eb _PyObject_FastCallDictTstate + 87 78 org.python.python 0x0000000104cd7ee9 slot_tp_call + 187 79 org.python.python 0x0000000104c6a851 _PyObject_Call + 125 80 org.python.python 0x0000000104d5ff4c _PyEval_EvalFrameDefault + 43195 81 org.python.python 0x0000000104d545f6 _PyEval_EvalCode + 406 82 org.python.python 0x0000000104c6aadc _PyFunction_Vectorcall + 376 83 org.python.python 0x0000000104c6a0eb _PyObject_FastCallDictTstate + 87 84 org.python.python 0x0000000104cd7ee9 slot_tp_call + 187 85 org.python.python 0x0000000104c69ebe _PyObject_MakeTpCall + 129 86 org.python.python 0x0000000104d62a78 call_function + 270 87 org.python.python 0x0000000104d5fd4e _PyEval_EvalFrameDefault + 42685 88 org.python.python 0x0000000104d545f6 _PyEval_EvalCode + 406 89 org.python.python 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+ 10 1 libsystem_pthread.dylib 0x00007fff203aae49 _pthread_cond_wait + 1298 2 libopenblas.0.dylib 0x00000001082a221f blas_thread_server + 207 3 libsystem_pthread.dylib 0x00007fff203aa8fc _pthread_start + 224 4 libsystem_pthread.dylib 0x00007fff203a6443 thread_start + 15 Thread 2: 0 libsystem_kernel.dylib 0x00007fff20377cde __psynch_cvwait + 10 1 libsystem_pthread.dylib 0x00007fff203aae49 _pthread_cond_wait + 1298 2 libopenblas.0.dylib 0x00000001082a221f blas_thread_server + 207 3 libsystem_pthread.dylib 0x00007fff203aa8fc _pthread_start + 224 4 libsystem_pthread.dylib 0x00007fff203a6443 thread_start + 15 Thread 3: 0 libsystem_kernel.dylib 0x00007fff20377cde __psynch_cvwait + 10 1 libsystem_pthread.dylib 0x00007fff203aae49 _pthread_cond_wait + 1298 2 libopenblas.0.dylib 0x00000001082a221f blas_thread_server + 207 3 libsystem_pthread.dylib 0x00007fff203aa8fc _pthread_start + 224 4 libsystem_pthread.dylib 0x00007fff203a6443 thread_start + 15 Thread 4: 0 libsystem_kernel.dylib 0x00007fff20377cde __psynch_cvwait + 10 1 libsystem_pthread.dylib 0x00007fff203aae49 _pthread_cond_wait + 1298 2 org.python.python 0x0000000104dbcc22 PyThread_acquire_lock_timed + 400 3 org.python.python 0x0000000104e19791 acquire_timed + 224 4 org.python.python 0x0000000104e198c7 lock_PyThread_acquire_lock + 44 5 org.python.python 0x0000000104c765bc method_vectorcall_VARARGS_KEYWORDS + 152 6 org.python.python 0x0000000104d62a0e call_function + 164 7 org.python.python 0x0000000104d5fc85 _PyEval_EvalFrameDefault + 42484 8 org.python.python 0x0000000104d545f6 _PyEval_EvalCode + 406 9 org.python.python 0x0000000104c6aadc _PyFunction_Vectorcall + 376 10 org.python.python 0x0000000104d62a0e call_function + 164 11 org.python.python 0x0000000104d5fc85 _PyEval_EvalFrameDefault + 42484 12 org.python.python 0x0000000104d545f6 _PyEval_EvalCode + 406 13 org.python.python 0x0000000104c6aadc _PyFunction_Vectorcall + 376 14 org.python.python 0x0000000104d62a0e call_function + 164 15 org.python.python 0x0000000104d5fc85 _PyEval_EvalFrameDefault + 42484 16 org.python.python 0x0000000104c6aa24 _PyFunction_Vectorcall + 192 17 org.python.python 0x0000000104d62a0e call_function + 164 18 org.python.python 0x0000000104d5fc85 _PyEval_EvalFrameDefault + 42484 19 org.python.python 0x0000000104c6aa24 _PyFunction_Vectorcall + 192 20 org.python.python 0x0000000104d62a0e call_function + 164 21 org.python.python 0x0000000104d5fc85 _PyEval_EvalFrameDefault + 42484 22 org.python.python 0x0000000104c6aa24 _PyFunction_Vectorcall + 192 23 org.python.python 0x0000000104c6d788 method_vectorcall + 481 24 org.python.python 0x0000000104e18fcd t_bootstrap + 119 25 org.python.python 0x0000000104dbc893 pythread_wrapper + 36 26 libsystem_pthread.dylib 0x00007fff203aa8fc _pthread_start + 224 27 libsystem_pthread.dylib 0x00007fff203a6443 thread_start + 15 Thread 5: 0 libsystem_kernel.dylib 0x00007fff20377cde __psynch_cvwait + 10 1 libsystem_pthread.dylib 0x00007fff203aae49 _pthread_cond_wait + 1298 2 libopenblas.0.dylib 0x0000000139d772eb blas_thread_server + 619 3 libsystem_pthread.dylib 0x00007fff203aa8fc _pthread_start + 224 4 libsystem_pthread.dylib 0x00007fff203a6443 thread_start + 15 Thread 6: 0 libsystem_kernel.dylib 0x00007fff20377cde __psynch_cvwait + 10 1 libsystem_pthread.dylib 0x00007fff203aae49 _pthread_cond_wait + 1298 2 libopenblas.0.dylib 0x0000000139d772eb blas_thread_server + 619 3 libsystem_pthread.dylib 0x00007fff203aa8fc _pthread_start + 224 4 libsystem_pthread.dylib 0x00007fff203a6443 thread_start + 15 Thread 7: 0 libsystem_kernel.dylib 0x00007fff20377cde __psynch_cvwait + 10 1 libsystem_pthread.dylib 0x00007fff203aae49 _pthread_cond_wait + 1298 2 libopenblas.0.dylib 0x0000000139d772eb blas_thread_server + 619 3 libsystem_pthread.dylib 0x00007fff203aa8fc _pthread_start + 224 4 libsystem_pthread.dylib 0x00007fff203a6443 thread_start + 15 Thread 8 Crashed: 0 libsystem_kernel.dylib 0x00007fff2037b92e __pthread_kill + 10 1 libsystem_pthread.dylib 0x00007fff203aa5bd pthread_kill + 263 2 libsystem_c.dylib 0x00007fff202ff406 abort + 125 3 libc++abi.dylib 0x00007fff2036def2 abort_message + 241 4 libc++abi.dylib 0x00007fff2035f5e5 demangling_terminate_handler() + 242 5 libobjc.A.dylib 0x00007fff20258595 _objc_terminate() + 104 6 libc++abi.dylib 0x00007fff2036d307 std::__terminate(void (*)()) + 8 7 libc++abi.dylib 0x00007fff2036d2a9 std::terminate() + 41 8 libc10.dylib 0x000000012660015d c10::ThreadPool::main_loop(unsigned long) + 237 9 libc10.dylib 0x0000000126600953 void* std::__1::__thread_proxy >, c10::ThreadPool::ThreadPool(int, int, std::__1::function)::$_0> >(void*) + 67 10 libsystem_pthread.dylib 0x00007fff203aa8fc _pthread_start + 224 11 libsystem_pthread.dylib 0x00007fff203a6443 thread_start + 15 Thread 9: 0 libsystem_kernel.dylib 0x00007fff20377cde __psynch_cvwait + 10 1 libsystem_pthread.dylib 0x00007fff203aae49 _pthread_cond_wait + 1298 2 libc++.1.dylib 0x00007fff20313d72 std::__1::condition_variable::wait(std::__1::unique_lock&) + 18 3 libc10.dylib 0x000000012660015d c10::ThreadPool::main_loop(unsigned long) + 237 4 libc10.dylib 0x0000000126600953 void* std::__1::__thread_proxy >, c10::ThreadPool::ThreadPool(int, int, std::__1::function)::$_0> >(void*) + 67 5 libsystem_pthread.dylib 0x00007fff203aa8fc _pthread_start + 224 6 libsystem_pthread.dylib 0x00007fff203a6443 thread_start + 15 Thread 10: 0 libsystem_kernel.dylib 0x00007fff20377cde __psynch_cvwait + 10 1 libsystem_pthread.dylib 0x00007fff203aae49 _pthread_cond_wait + 1298 2 libc++.1.dylib 0x00007fff20313d72 std::__1::condition_variable::wait(std::__1::unique_lock&) + 18 3 libc10.dylib 0x000000012660015d c10::ThreadPool::main_loop(unsigned long) + 237 4 libc10.dylib 0x0000000126600953 void* std::__1::__thread_proxy >, c10::ThreadPool::ThreadPool(int, int, std::__1::function)::$_0> >(void*) + 67 5 libsystem_pthread.dylib 0x00007fff203aa8fc _pthread_start + 224 6 libsystem_pthread.dylib 0x00007fff203a6443 thread_start + 15 Thread 11: 0 libsystem_kernel.dylib 0x00007fff20377cde __psynch_cvwait + 10 1 libsystem_pthread.dylib 0x00007fff203aae49 _pthread_cond_wait + 1298 2 libc++.1.dylib 0x00007fff20313d72 std::__1::condition_variable::wait(std::__1::unique_lock&) + 18 3 libtorch_cpu.dylib 0x00000001171c79cb torch::autograd::ReadyQueue::pop() + 75 4 libtorch_cpu.dylib 0x00000001171c906c torch::autograd::Engine::thread_main(std::__1::shared_ptr const&) + 188 5 libtorch_cpu.dylib 0x00000001171c877a torch::autograd::Engine::thread_init(int, std::__1::shared_ptr const&, bool) + 282 6 libtorch_python.dylib 0x000000011346b2b1 torch::autograd::python::PythonEngine::thread_init(int, std::__1::shared_ptr const&, bool) + 97 7 libtorch_cpu.dylib 0x00000001171d76f6 void* std::__1::__thread_proxy >, void (torch::autograd::Engine::*)(int, std::__1::shared_ptr const&, bool), torch::autograd::Engine*, int, std::__1::shared_ptr, bool> >(void*) + 70 8 libsystem_pthread.dylib 0x00007fff203aa8fc _pthread_start + 224 9 libsystem_pthread.dylib 0x00007fff203a6443 thread_start + 15 Thread 12: 0 libsystem_pthread.dylib 0x00007fff203a6420 start_wqthread + 0 Thread 8 crashed with X86 Thread State (64-bit): rax: 0x0000000000000000 rbx: 0x0000700003b6b000 rcx: 0x0000700003b6a748 rdx: 0x0000000000000000 rdi: 0x0000000000001603 rsi: 0x0000000000000006 rbp: 0x0000700003b6a770 rsp: 0x0000700003b6a748 r8: 0x0000700003b6a610 r9: 0x0000000000000000 r10: 0x0000000000000000 r11: 0x0000000000000246 r12: 0x0000000000001603 r13: 0x0000003000000008 r14: 0x0000000000000006 r15: 0x0000000000000016 rip: 0x00007fff2037b92e rfl: 0x0000000000000246 cr2: 0x00007fff806d6498 Logical CPU: 0 Error Code: 0x02000148 Trap Number: 133 Thread 8 instruction stream not available. Thread 8 last branch register state not available. 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0x7fff3d545fff libmis.dylib (274.140.2) <570E2D9A-BC76-37F7-8CFC-E18AD5E81CE0> /usr/lib/libmis.dylib 0x7fff411fa000 - 0x7fff41218fff libCGInterfaces.dylib (544.4) <05A5B7E9-C79A-3FEA-AD6C-72FE168004C3> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vImage.framework/Versions/A/Libraries/libCGInterfaces.dylib 0x7fff437a7000 - 0x7fff43a1afff com.apple.RawCamera.bundle (9.10.0 - 1450.3) <2F4C79D7-0A8A-3FE3-9A93-74F78774D0BC> /System/Library/CoreServices/RawCamera.bundle/Contents/MacOS/RawCamera 0x7fff57f79000 - 0x7fff57f94fff libJapaneseConverter.dylib (90) <0E15B967-50F7-3E69-8837-D927BC15D975> /System/Library/CoreServices/Encodings/libJapaneseConverter.dylib 0x7fff6ba7d000 - 0x7fff6ba83fff libCoreFSCache.dylib (200.11) <3C96E791-3964-32EA-A84A-00DF3455B43D> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libCoreFSCache.dylib 0x7fff6ba84000 - 0x7fff6ba88fff libCoreVMClient.dylib (200.11) <966F49F6-D2D5-3ACB-9CFD-9F8D3C8C82F9> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libCoreVMClient.dylib 0x7fff6ba89000 - 0x7fff6ba98fff com.apple.opengl (18.5.9 - 18.5.9) <5C26B170-E22B-3AAD-BA33-61304FFA70B2> /System/Library/Frameworks/OpenGL.framework/Versions/A/OpenGL 0x7fff6ba99000 - 0x7fff6ba9bfff libCVMSPluginSupport.dylib (18.5.9) <435F258D-95B5-3015-BDAC-4B8EF8E89F1E> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libCVMSPluginSupport.dylib 0x7fff6ba9c000 - 0x7fff6baa4fff libGFXShared.dylib (18.5.9) <851E0956-A16E-3F5D-B3BE-37B56C2BAA04> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGFXShared.dylib 0x7fff6baa5000 - 0x7fff6bad8fff libGLImage.dylib (18.5.9) <687EBB15-1AB3-3815-A69D-58527655A92D> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGLImage.dylib 0x7fff6bad9000 - 0x7fff6bb15fff libGLU.dylib (18.5.9) <29B7802C-F6E4-3DF1-B5D6-07B29C6D02B2> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGLU.dylib 0x7fff6bcaa000 - 0x7fff6bcb4fff libGL.dylib (18.5.9) <8A4ED04C-9171-3CE2-A52A-E7C4D76A6EDA> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGL.dylib 0x7fff6d0f4000 - 0x7fff6d14cfff com.apple.opencl (4.6 - 4.6) <713206B3-A335-3AC5-B342-4CE16BDF69F4> /System/Library/Frameworks/OpenCL.framework/Versions/A/OpenCL 0x7fff6e1fe000 - 0x7fff6e2e5fff com.apple.audio.AVFAudio (1.0 - 477.88) <5FBB7121-7190-317C-8796-4A64EBEE1629> /System/Library/Frameworks/AVFAudio.framework/Versions/A/AVFAudio 0x7fff6f867000 - 0x7fff6f879fff com.apple.CMImaging (1.0 - 82.6) <91AA282D-81A1-34C3-AFF4-887ABA89CCAA> /System/Library/PrivateFrameworks/CMImaging.framework/Versions/A/CMImaging External Modification Summary: Calls made by other processes targeting this process: task_for_pid: 0 thread_create: 0 thread_set_state: 0 Calls made by this process: task_for_pid: 0 thread_create: 0 thread_set_state: 0 Calls made by all processes on this machine: task_for_pid: 0 thread_create: 0 thread_set_state: 0 VM Region Summary: ReadOnly portion of Libraries: Total=1.4G resident=0K(0%) swapped_out_or_unallocated=1.4G(100%) Writable regions: Total=28.1G written=0K(0%) resident=0K(0%) swapped_out=0K(0%) unallocated=28.1G(100%) VIRTUAL REGION REGION TYPE SIZE COUNT (non-coalesced) =========== ======= ======= Activity Tracing 256K 1 Dispatch continuations 64.0M 1 Foundation 16K 1 Kernel Alloc Once 8K 1 MALLOC 27.4G 3840 MALLOC guard page 48K 10 MALLOC_MEDIUM (reserved) 240.0M 4 reserved VM address space (unallocated) STACK GUARD 52K 13 Stack 37.6M 14 VM_ALLOCATE 288.4M 709 VM_ALLOCATE (reserved) 128.0M 2 reserved VM address space (unallocated) __DATA 49.5M 755 __DATA_CONST 16.4M 273 __DATA_DIRTY 654K 111 __FONT_DATA 4K 1 __LINKEDIT 616.0M 494 __OBJC_RO 70.3M 1 __OBJC_RW 2496K 2 __TEXT 816.9M 667 __UNICODE 588K 1 mapped file 63.6M 16 shared memory 752K 14 =========== ======= ======= TOTAL 29.7G 6931 TOTAL, minus reserved VM space 29.3G 6931 Model: iMac18,3, BootROM 429.140.8.0.0, 4 processors, Quad-Core Intel Core i7, 4.2 GHz, 32 GB, SMC 2.41f2 Graphics: kHW_AMDRadeonPro580Item, Radeon Pro 580, spdisplays_pcie_device, 8 GB Memory Module: BANK 0/DIMM0, 8 GB, DDR4 SO-DIMM, 2400 MHz, 0x802C, 0x3841544631473634485A2D324733453220202020 Memory Module: BANK 0/DIMM1, 8 GB, DDR4 SO-DIMM, 2400 MHz, 0x802C, 0x3841544631473634485A2D324733453220202020 Memory Module: BANK 1/DIMM0, 8 GB, DDR4 SO-DIMM, 2400 MHz, 0x802C, 0x3841544631473634485A2D324733453220202020 Memory Module: BANK 1/DIMM1, 8 GB, DDR4 SO-DIMM, 2400 MHz, 0x802C, 0x3841544631473634485A2D324733453220202020 AirPort: spairport_wireless_card_type_airport_extreme (0x14E4, 0x16F), Broadcom BCM43xx 1.0 (7.77.111.1 AirPortDriverBrcmNIC-1680.8) Bluetooth: Version 8.0.5d7, 3 services, 27 devices, 1 incoming serial ports Network Service: Wi-Fi, AirPort, en1 Serial ATA Device: APPLE HDD ST2000DM001, 2 TB USB Device: USB 3.0 Bus USB Device: Bluetooth USB Host Controller USB Device: FaceTime HD Camera (Built-in) USB Device: USB KEYBOARD Thunderbolt Bus: iMac, Apple Inc., 41.4 ```
btjanaka commented 3 years ago

I have never seen an error like this, but I'll try to provide some suggestions:

Could you be running out of memory? The end of your message seems to indicate that you are using 29.7GB and your Mac only has 32GB.

What is mario_pytorch? If we cannot resolve this here, would you be willing to send this over so we can run it?

I think we only use LLVM on Numba. You could try running with Numba disabled by setting NUMBA_DISABLE_JIT=1, e.g.

NUMBA_DISABLE_JIT=1 <your command here...>

Finally, have you found any issues similar to this online?

ganyariya commented 3 years ago

Thank you for your message!

I run the code in mac Pro with 320 GB, however, the same error occurred.

``` VM Region Summary: ReadOnly portion of Libraries: Total=1.4G resident=0K(0%) swapped_out_or_unallocated=1.4G(100%) Writable regions: Total=29.8G written=0K(0%) resident=0K(0%) swapped_out=0K(0%) unallocated=29.8G(100%) VIRTUAL REGION REGION TYPE SIZE COUNT (non-coalesced) =========== ======= ======= Activity Tracing 256K 1 Dispatch continuations 128.0M 1 Foundation 16K 1 Kernel Alloc Once 8K 1 MALLOC 27.9G 3932 MALLOC guard page 48K 10 MALLOC_MEDIUM (reserved) 1.1G 14 reserved VM address space (unallocated) STACK GUARD 100K 25 Stack 43.7M 26 VM_ALLOCATE 236.3M 564 VM_ALLOCATE (reserved) 384.0M 2 reserved VM address space (unallocated) __DATA 49.6M 755 __DATA_CONST 16.4M 271 __DATA_DIRTY 654K 111 __FONT_DATA 4K 1 __LINKEDIT 616.0M 494 __OBJC_RO 70.3M 1 __OBJC_RW 2496K 2 __TEXT 816.9M 666 __UNICODE 588K 1 mapped file 58.4M 11 shared memory 744K 13 =========== ======= ======= TOTAL 31.4G 6903 TOTAL, minus reserved VM space 29.9G 6903 Model: MacPro7,1, BootROM 1554.140.20.0.0 (iBridge: 18.16.14759.0.1,0), 8 processors, 8-Core Intel Xeon W, 3.5 GHz, 384 GB, SMC Graphics: kHW_AMDRadeonPro580XwithAMDItem, AMD Radeon Pro 580X, spdisplays_pcie_device, 8 GB Memory Module: Slot 1 (Channel F / DIMM 1), 64 GB, DDR4 LR-DIMM, 2666 MHz, Hynix, HMAA8GL7CPR4N-WM Memory Module: Slot 3 (Channel E / DIMM 1), 64 GB, DDR4 LR-DIMM, 2666 MHz, Hynix, HMAA8GL7CPR4N-WM Memory Module: Slot 5 (Channel D / DIMM 1), 64 GB, DDR4 LR-DIMM, 2666 MHz, Hynix, HMAA8GL7CPR4N-WM Memory Module: Slot 8 (Channel A / DIMM 1), 64 GB, DDR4 LR-DIMM, 2666 MHz, Hynix, HMAA8GL7CPR4N-WM Memory Module: Slot 10 (Channel B / DIMM 1), 64 GB, DDR4 LR-DIMM, 2666 MHz, Hynix, HMAA8GL7CPR4N-WM Memory Module: Slot 12 (Channel C / DIMM 1), 64 GB, DDR4 LR-DIMM, 2666 MHz, Hynix, HMAA8GL7CPR4N-WM AirPort: spairport_wireless_card_type_airport_extreme (0x14E4, 0x7BF), wl0: Aug 10 2021 20:10:47 version 9.30.444.18.32.5.71 FWID 01-30b2601e Bluetooth: Version 8.0.5d7, 3 services, 27 devices, 1 incoming serial ports Network Service: Wi-Fi, AirPort, en2 PCI Card: AMD Radeon Pro 580X, sppci_displaycontroller, Slot-1@7,0,0 PCI Card: pci1002,aaf0, sppci_audiodevice, Slot-1@7,0,1 PCI Card: XHC4, sppci_usbxhci, Thunderbolt@141,0,0 PCI Card: pci8086,15eb, sppci_thunderbolt, Thunderbolt@142,0,0 USB Device: USB 3.0 Bus USB Device: USB-Serial (0001) USB Device: Apple T2 Bus USB Device: Headset USB Device: Apple T2 Controller Thunderbolt Bus: Mac Pro, Apple Inc., 63.3 Thunderbolt Bus: Mac Pro, Apple Inc., 63.3 ```

mario_pytorch is my experimental code, trying to learn agent of pytorch, on the environment of super mario bros. https://github.com/ganyariya/mario_pytorch

The run command is here (if this problem does not solve on this here issue-thread).

poetry install
poetry shell
git checkout feature/try-pyribs-coin-enemy-again
nohup python -m mario_pytorch.cli learn-pyribs coin_enemy.yaml coin_enemy.yaml coin_enemy.yaml &

I'll check NUMBA_DISABLE_JIT=1 with above run-command, Thank you very much.

Finally, I missed and found the same issue with PyTorch. I check and try to search this phenomenon

https://github.com/pytorch/pytorch/issues/1136

btjanaka commented 3 years ago

Ah for memory, I was talking about RAM -- the error message makes it seem like you have 32GB of RAM but you're running out.

Thanks for sending over the code. I'm actually really busy this week, but I can try it out next Wednesday or so if you don't figure this out.

ganyariya commented 3 years ago

Thank you for your message!

When Mac Pro envirnment, 384 GB RAM memory, however, the same problem happenned... (however, only use 30 GB used.)

Model: MacPro7,1, BootROM 1554.140.20.0.0 (iBridge: 18.16.14759.0.1,0), 8 processors, 8-Core Intel Xeon W, 3.5 GHz, 384 GB, SMC 
Graphics: kHW_AMDRadeonPro580XwithAMDItem, AMD Radeon Pro 580X, spdisplays_pcie_device, 8 GB

Thank you very much for your trying to run code! I'll check NUMBA and pytorch issue with mutex around.

btjanaka commented 3 years ago

Oh wow I didn't realize the Mac Pro had that much RAM haha.

What does VM stand for? Does it mean that you're running in a Virtual Machine? If so, are you saying that you set the Virtual Machine memory limit to 384GB?

ganyariya commented 3 years ago

Too Overspec for my research...

I do not know VM meaning... I do not use Virtual Machine, learn on normal Mac OS Big Sur, so I think in apple OS specification.

https://developer.apple.com/forums/thread/112924

btjanaka commented 3 years ago

I see. I think that's all the help I can give for now. I'll get back to you next Wednesday; let me know if you get something working in the meantime.

btjanaka commented 3 years ago

Hi @ganyariya, did you try running with NUMBA_DISABLE_JIT=1 ? If so, what happened?

ganyariya commented 3 years ago

Hello, @btjanaka ! NUMBA_DISABLE_JIT=1 is set, then the problem is not happened now, however, the problem will arise by change, so in future, the problem may arise again.

I think this problem is on pytorch (https://github.com/pytorch/pytorch/issues/66033), by watching error message.

btjanaka commented 3 years ago

Sounds good! Let me know if any other problems arise.

Linking the PyTorch issue so that GitHub sees the link: https://github.com/pytorch/pytorch/issues/66033