TobyRoseman
commented
2 years ago Is this still an issue on the latest version macOS?
Open daverumph opened 4 years ago
TobyRoseman
commented
2 years ago Is this still an issue on the latest version macOS?
daverumph
commented
2 years ago Yes. I just updated to macOS Monterey 12.3 and cormeltools 5.2, and it crashed in essentially the same way as before when I enabled use of multiprocessing.
TobyRoseman
commented
2 years ago @daverumph - please zip the ml model and share it in this issue.
daverumph
commented
2 years ago In my scenario there are two models involved, and two instances trained differently of one of the models. I haven't tried recently to simplify down to a minimal "reproduce the problem" scenario, although I'm willing to help on that.
The models are too large to attach directly, so here is a link to them as a single .zip file: https://caltech.box.com/s/b75xgrzlexoq75iuajtdtiiz9ts09j8e
Please let me know if you have access issues.
TobyRoseman
commented
2 years ago A minimal example to reproduce the problem would be good. Looking at the code I'm not really sure what's going on.
Each process loads its' own model? Or is the same model instance shared across processes?
daverumph
commented
2 years ago It looks like I already constructed a pretty minimal model. (Sorry, I last worked on this six months ago.). The example code is setting up a processing pipeline for video frames, which is a subset of our actual pipeline, and only uses one of the models I recently attached. In our actual code we use all three, with additional pipeline stages.
run_detector.py line 48-49 instantiate a python multiprocessing Pool, and lines 56-59 configure some Queues used to pass data from one process to another. Lines 66-70 set up three processes. "run_det" runs the actual detector model using either tensor flow or mlmodel. Lines 80-83 captures sequential video frames into numpy ndarrays and enqueues them into the first stage of the processing pipeline. The processes asynchronously process the image data on sequential video frames, passing their output into Queues that hand them to the next asynchronous process. Line 86 enqueues a "poison pill" value that shuts down each asynchronous process.
You should invoke the example like this:
# python
>>> from run_detector import run_detector
>>> run_detector('mouse.mp4')
Assuming you have all the dependencies installed (TensorFlow 1.15, opencv-headless, etc.), it should crash in the manner described. If you'd like to see it run to completion using TensorFlow instead of mlmodel, do this:
>>> run_detector('mouse.mp4', use_tf=True)
This will force the ImportGraphDetection constructor to instantiate a TF instance (using CPU only, no GPU), rather than use the corresponding mlmodel.
Hopefully this will get you going. If you need any additional help, please let me know.
daverumph
commented
2 years ago Also, I rebuilt the detector.mlmodel file from detector.pb using coremltools 5.2, and some of the symbol names seem to have changed. I needed to change "Multibox/Sigmoid" to "Multibox_Sigmoid" on detector_machinery.py line 62 when I updated versions.
You do have detector.pb and detector.mlmodel files, right? If not, here is a link to "original_models.zip, which contains detector.mlmodel and detector.pb, from which it was derived using coremltools v4.x: https://caltech.box.com/s/b75xgrzlexoq75iuajtdtiiz9ts09j8e. "detector.mlmodel" in original_models.zip corresponds to the file "detection/MARS_top_detection_black.mlmodel" in the models.zip file from a day or two ago.
daverumph
commented
2 years ago I'll put together a more simplified version this morning.
daverumph
commented
2 years ago Here is a much-simplified version: https://caltech.box.com/s/3wcgpzd7uqxauvg50wp3tz09cgcdvpmo
It depends only on multiprocessing and numpy (and coremltools, of course). You'll still need to have "detector.mlmodel" in your filesystem. Run as follows:
# python
>>> from mp_problem import run
>>> run()
🐞Describe the bug
I'm trying to run a model as part of a processing pipeline using python multiprocessing pool.apply_async(). (See attached .py files.) When I do so, I get this error: objc[36486]: +[__NSPlaceholderSet initialize] may have been in progress in another thread when fork() was called. We cannot safely call it or ignore it in the fork() child process. Crashing instead. Set a breakpoint on objc_initializeAfterForkError to debug. The model was converted successfully from a TensorFlow 1.15 frozen graph (as a .pb file) using coremltools 4.0b3, which is also the version that's running when it crashes.
Trace
Process: Python [36558] Path: /opt/local/Library/Frameworks/Python.framework/Versions/3.7/Resources/Python.app/Contents/MacOS/Python Identifier: Python Version: 3.7.6 (3.7.6) Code Type: X86-64 (Native) Parent Process: Python [36553] Responsible: Terminal [429] User ID: 501
Date/Time: 2020-10-10 02:57:51.683 -0700 OS Version: Mac OS X 10.15.7 (19H2) Report Version: 12 Bridge OS Version: 4.6 (17P6610) Anonymous UUID: EBE6106F-5ECD-C8F0-F3A6-508D55D9C546
Time Awake Since Boot: 950000 seconds
System Integrity Protection: enabled
Crashed Thread: 0 Dispatch queue: com.apple.main-thread
Exception Type: EXC_CRASH (SIGABRT) Exception Codes: 0x0000000000000000, 0x0000000000000000 Exception Note: EXC_CORPSE_NOTIFY
Termination Reason: Namespace OBJC, Code 0x1
Application Specific Information: objc[36558]: +[NSPlaceholderSet initialize] may have been in progress in another thread when fork() was called. +[NSPlaceholderSet initialize] may have been in progress in another thread when fork() was called. We cannot safely call it or ignore it in the fork() child process. Crashing instead. Set a breakpoint on objc_initializeAfterForkError to debug. crashed on child side of fork pre-exec
Thread 0 Crashed:: Dispatch queue: com.apple.main-thread 0 libsystem_kernel.dylib 0x00007fff6bcbdad6 abort_with_payload + 10 1 libsystem_kernel.dylib 0x00007fff6bcbf3df abort_with_payload_wrapper_internal + 80 2 libsystem_kernel.dylib 0x00007fff6bcbf38f abort_with_reason + 19 3 libobjc.A.dylib 0x00007fff6a9c5820 _objc_fatalv(unsigned long long, unsigned long long, char const*, va_list_tag) + 114 4 libobjc.A.dylib 0x00007fff6a9c57ae _objc_fatal(char const, ...) + 135 5 libobjc.A.dylib 0x00007fff6a9b6a7c performForkChildInitialize(objc_class, objc_class) + 318 6 libobjc.A.dylib 0x00007fff6a9b702f initializeNonMetaClass + 527 7 libobjc.A.dylib 0x00007fff6a9b8062 initializeAndMaybeRelock(objc_class, objc_object, mutex_tt&, bool) + 214
8 libobjc.A.dylib 0x00007fff6a9a8d45 lookUpImpOrForward + 1072
9 libobjc.A.dylib 0x00007fff6a9a8399 _objc_msgSend_uncached + 73
10 com.apple.CoreDuet 0x00007fff49710e49 +[_DKEventQuery load] + 151
11 libobjc.A.dylib 0x00007fff6a9a7560 load_images + 1529
12 dyld 0x000000011309f26c dyld::notifySingle(dyld_image_states, ImageLoader const, ImageLoader::InitializerTimingList) + 418
13 dyld 0x00000001130b2fe9 ImageLoader::recursiveInitialization(ImageLoader::LinkContext const&, unsigned int, char const, ImageLoader::InitializerTimingList&, ImageLoader::UninitedUpwards&) + 475
14 dyld 0x00000001130b2f66 ImageLoader::recursiveInitialization(ImageLoader::LinkContext const&, unsigned int, char const, ImageLoader::InitializerTimingList&, ImageLoader::UninitedUpwards&) + 344
15 dyld 0x00000001130b2f66 ImageLoader::recursiveInitialization(ImageLoader::LinkContext const&, unsigned int, char const, ImageLoader::InitializerTimingList&, ImageLoader::UninitedUpwards&) + 344
16 dyld 0x00000001130b2f66 ImageLoader::recursiveInitialization(ImageLoader::LinkContext const&, unsigned int, char const, ImageLoader::InitializerTimingList&, ImageLoader::UninitedUpwards&) + 344
17 dyld 0x00000001130b10b4 ImageLoader::processInitializers(ImageLoader::LinkContext const&, unsigned int, ImageLoader::InitializerTimingList&, ImageLoader::UninitedUpwards&) + 188
18 dyld 0x00000001130b1154 ImageLoader::runInitializers(ImageLoader::LinkContext const&, ImageLoader::InitializerTimingList&) + 82
19 dyld 0x00000001130a2ef2 dyld::runInitializers(ImageLoader*) + 82
20 dyld 0x00000001130ace8f dlopen_internal + 609
21 libdyld.dylib 0x00007fff6bb47d8a dlopen + 171
22 org.python.python 0x000000010fbf1a6e _PyImport_FindSharedFuncptr + 301
23 org.python.python 0x000000010fbd0759 _PyImport_LoadDynamicModuleWithSpec + 495
24 org.python.python 0x000000010fbd02cf _imp_create_dynamic + 309
25 org.python.python 0x000000010fb25e2a _PyMethodDef_RawFastCallDict + 549
26 org.python.python 0x000000010fb2543b _PyCFunction_FastCallDict + 41
27 org.python.python 0x000000010fbb3f24 _PyEval_EvalFrameDefault + 6856
28 org.python.python 0x000000010fbbacdd _PyEval_EvalCodeWithName + 1698
29 org.python.python 0x000000010fb25740 _PyFunction_FastCallKeywords + 212
30 org.python.python 0x000000010fbba4e9 call_function + 737
31 org.python.python 0x000000010fbb3b85 _PyEval_EvalFrameDefault + 5929
32 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
33 org.python.python 0x000000010fbba4e9 call_function + 737
34 org.python.python 0x000000010fbb3b6c _PyEval_EvalFrameDefault + 5904
35 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
36 org.python.python 0x000000010fbba4e9 call_function + 737
37 org.python.python 0x000000010fbb3c0f _PyEval_EvalFrameDefault + 6067
38 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
39 org.python.python 0x000000010fbba4e9 call_function + 737
40 org.python.python 0x000000010fbb3c0f _PyEval_EvalFrameDefault + 6067
41 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
42 org.python.python 0x000000010fbba4e9 call_function + 737
43 org.python.python 0x000000010fbb3c0f _PyEval_EvalFrameDefault + 6067
44 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
45 org.python.python 0x000000010fb26eff object_vacall + 272
46 org.python.python 0x000000010fb26ffe _PyObject_CallMethodIdObjArgs + 168
47 org.python.python 0x000000010fbcf55a PyImport_ImportModuleLevelObject + 1463
48 org.python.python 0x000000010fbb7fd3 _PyEval_EvalFrameDefault + 23415
49 org.python.python 0x000000010fbbacdd _PyEval_EvalCodeWithName + 1698
50 org.python.python 0x000000010fb25740 _PyFunction_FastCallKeywords + 212
51 org.python.python 0x000000010fbba4e9 call_function + 737
52 org.python.python 0x000000010fbb3c0f _PyEval_EvalFrameDefault + 6067
53 org.python.python 0x000000010fbbacdd _PyEval_EvalCodeWithName + 1698
54 org.python.python 0x000000010fb253b8 _PyFunction_FastCallDict + 444
55 org.python.python 0x000000010fb264bf _PyObject_Call_Prepend + 131
56 org.python.python 0x000000010fb63a92 slot_tp_init + 80
57 org.python.python 0x000000010fb607be type_call + 172
58 org.python.python 0x000000010fb255ee _PyObject_FastCallKeywords + 358
59 org.python.python 0x000000010fbba4e2 call_function + 730
60 org.python.python 0x000000010fbb3b85 _PyEval_EvalFrameDefault + 5929
61 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
62 org.python.python 0x000000010fbba4e9 call_function + 737
63 org.python.python 0x000000010fbb3b6c _PyEval_EvalFrameDefault + 5904
64 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
65 org.python.python 0x000000010fbba4e9 call_function + 737
66 org.python.python 0x000000010fbb3c0f _PyEval_EvalFrameDefault + 6067
67 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
68 org.python.python 0x000000010fbb3e34 _PyEval_EvalFrameDefault + 6616
69 org.python.python 0x000000010fbbacdd _PyEval_EvalCodeWithName + 1698
70 org.python.python 0x000000010fb253b8 _PyFunction_FastCallDict + 444
71 org.python.python 0x000000010fbb3e34 _PyEval_EvalFrameDefault + 6616
72 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
73 org.python.python 0x000000010fbba4e9 call_function + 737
74 org.python.python 0x000000010fbb3b6c _PyEval_EvalFrameDefault + 5904
75 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
76 org.python.python 0x000000010fbba4e9 call_function + 737
77 org.python.python 0x000000010fbb3b6c _PyEval_EvalFrameDefault + 5904
78 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
79 org.python.python 0x000000010fbba4e9 call_function + 737
80 org.python.python 0x000000010fbb3b6c _PyEval_EvalFrameDefault + 5904
81 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
82 org.python.python 0x000000010fb264bf _PyObject_Call_Prepend + 131
83 org.python.python 0x000000010fb63a92 slot_tp_init + 80
84 org.python.python 0x000000010fb607be type_call + 172
85 org.python.python 0x000000010fb255ee _PyObject_FastCallKeywords + 358
86 org.python.python 0x000000010fbba4e2 call_function + 730
87 org.python.python 0x000000010fbb3c0f _PyEval_EvalFrameDefault + 6067
88 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
89 org.python.python 0x000000010fbba4e9 call_function + 737
90 org.python.python 0x000000010fbb3b85 _PyEval_EvalFrameDefault + 5929
91 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
92 org.python.python 0x000000010fbba4e9 call_function + 737
93 org.python.python 0x000000010fbb3b6c _PyEval_EvalFrameDefault + 5904
94 org.python.python 0x000000010fb25b4c function_code_fastcall + 106
95 org.python.python 0x000000010fbba4e9 call_function + 737
96 org.python.python 0x000000010fbb3b6c _PyEval_EvalFrameDefault + 5904
97 org.python.python 0x000000010fbbacdd _PyEval_EvalCodeWithName + 1698
98 org.python.python 0x000000010fb253b8 _PyFunction_FastCallDict + 444
99 org.python.python 0x000000010fb264bf _PyObject_Call_Prepend + 131
100 org.python.python 0x000000010fb63a92 slot_tp_init + 80
101 org.python.python 0x000000010fb607be type_call + 172
102 org.python.python 0x000000010fb255ee _PyObject_FastCallKeywords + 358
103 org.python.python 0x000000010fbba4e2 call_function + 730
104 org.python.python 0x000000010fbb3ca6 _PyEval_EvalFrameDefault + 6218
105 org.python.python 0x000000010fbbacdd _PyEval_EvalCodeWithName + 1698
106 org.python.python 0x000000010fb25740 _PyFunction_FastCallKeywords + 212
107 org.python.python 0x000000010fbba4e9 call_function + 737
108 org.python.python 0x000000010fbb3b85 _PyEval_EvalFrameDefault + 5929
109 org.python.python 0x000000010fbbacdd _PyEval_EvalCodeWithName + 1698
110 org.python.python 0x000000010fb25740 _PyFunction_FastCallKeywords + 212
111 org.python.python 0x000000010fbba4e9 call_function + 737
112 org.python.python 0x000000010fbb3c0f _PyEval_EvalFrameDefault + 6067
113 org.python.python 0x000000010fbbacdd _PyEval_EvalCodeWithName + 1698
114 org.python.python 0x000000010fbb23d4 PyEval_EvalCode + 42
115 org.python.python 0x000000010fbdfea0 run_mod + 54
116 org.python.python 0x000000010fbdeb2b PyRun_InteractiveOneObjectEx + 556
117 org.python.python 0x000000010fbde363 PyRun_InteractiveLoopFlags + 116
118 org.python.python 0x000000010fbde2bc PyRun_AnyFileExFlags + 60
119 org.python.python 0x000000010fbf7034 pymain_main + 6060
120 org.python.python 0x000000010fbf746f _Py_UnixMain + 75
121 libdyld.dylib 0x00007fff6bb5ccc9 start + 1
Thread 0 crashed with X86 Thread State (64-bit): rax: 0x0000000002000209 rbx: 0x0000000000000080 rcx: 0x00007ffee00ee928 rdx: 0x0000000000000000 rdi: 0x0000000000000008 rsi: 0x0000000000000001 rbp: 0x00007ffee00ee970 rsp: 0x00007ffee00ee928 r8: 0x00007f99245a67d0 r9: 0x0000000000000080 r10: 0x0000000000000000 r11: 0x0000000000000246 r12: 0x0000000000000000 r13: 0x0000000000000000 r14: 0x0000000000000001 r15: 0x0000000000000008 rip: 0x00007fff6bcbdad6 rfl: 0x0000000000000246 cr2: 0x00007f99243589a0
Logical CPU: 0 Error Code: 0x02000209 Trap Number: 133
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0x7fff68e1a000 - 0x7fff68e26fff libbz2.1.0.dylib (44) <14CC4988-B6D4-3879-AFC2-9A0DDC6388DE> /usr/lib/libbz2.1.0.dylib
0x7fff68e27000 - 0x7fff68e79fff libc++.1.dylib (902.1) <59A8239F-C28A-3B59-B8FA-11340DC85EDC> /usr/lib/libc++.1.dylib
0x7fff68e7a000 - 0x7fff68e8fffb libc++abi.dylib (902) /usr/lib/libc++abi.dylib
0x7fff68e90000 - 0x7fff68e90fff libcharset.1.dylib (59) <72447768-9244-39AB-8E79-2FA14EC0AD33> /usr/lib/libcharset.1.dylib
0x7fff68e91000 - 0x7fff68ea2fff libcmph.dylib (8) /usr/lib/libcmph.dylib
0x7fff68ea3000 - 0x7fff68ebafd7 libcompression.dylib (87) <64C91066-586D-38C0-A2F3-3E60A940F859> /usr/lib/libcompression.dylib
0x7fff69194000 - 0x7fff691aaff7 libcoretls.dylib (167) <770A5B96-936E-34E3-B006-B1CEC299B5A5> /usr/lib/libcoretls.dylib
0x7fff691ab000 - 0x7fff691acfff libcoretls_cfhelpers.dylib (167) <940BF370-FD0C-30A8-AA05-FF48DA44FA4C> /usr/lib/libcoretls_cfhelpers.dylib
0x7fff69769000 - 0x7fff697c8ff7 libcups.2.dylib (483.6) /usr/lib/libcups.2.dylib
0x7fff698d2000 - 0x7fff698d2fff libenergytrace.dylib (21) <162DFCC0-8F48-3DD0-914F-FA8653E27B26> /usr/lib/libenergytrace.dylib
0x7fff698d3000 - 0x7fff698ebfff libexpat.1.dylib (19.60.2) /usr/lib/libexpat.1.dylib
0x7fff698f9000 - 0x7fff698fbfff libfakelink.dylib (149.1) <36146CB2-E6A5-37BB-9EE8-1B4034D8F3AD> /usr/lib/libfakelink.dylib
0x7fff6990a000 - 0x7fff6990ffff libgermantok.dylib (24) /usr/lib/libgermantok.dylib
0x7fff69910000 - 0x7fff69919ff7 libheimdal-asn1.dylib (564.140.1) <0AC6FB62-2B0F-3E93-A931-E4DC4B1D757A> /usr/lib/libheimdal-asn1.dylib
0x7fff6991a000 - 0x7fff69a0afff libiconv.2.dylib (59) <18311A67-E4EF-3CC7-95B3-C0EDEE3A282F> /usr/lib/libiconv.2.dylib
0x7fff69a0b000 - 0x7fff69c62fff libicucore.A.dylib (64260.0.1) <8AC2CB07-E7E0-340D-A849-186FA1F27251> /usr/lib/libicucore.A.dylib
0x7fff69c7c000 - 0x7fff69c7dfff liblangid.dylib (133) <30CFC08C-EF36-3CF5-8AEA-C1CB070306B7> /usr/lib/liblangid.dylib
0x7fff69c7e000 - 0x7fff69c96ff3 liblzma.5.dylib (16) /usr/lib/liblzma.5.dylib
0x7fff69cae000 - 0x7fff69d55ff7 libmecab.dylib (883.11) <0D5BFD01-D4A7-3C8D-AA69-C329C1A69792> /usr/lib/libmecab.dylib
0x7fff69d56000 - 0x7fff69fb8ff1 libmecabra.dylib (883.11) /usr/lib/libmecabra.dylib
0x7fff6a325000 - 0x7fff6a354fff libncurses.5.4.dylib (57) <995DFEEA-40F3-377F-B73D-D02AC59D591F> /usr/lib/libncurses.5.4.dylib
0x7fff6a484000 - 0x7fff6a900ff5 libnetwork.dylib (1880.120.4) /usr/lib/libnetwork.dylib
0x7fff6a901000 - 0x7fff6a918fff libnetworkextension.dylib (1095.140.2) /usr/lib/libnetworkextension.dylib
0x7fff6a9a1000 - 0x7fff6a9d4fde libobjc.A.dylib (787.1) <6DF81160-5E7F-3E31-AA1E-C875E3B98AF6> /usr/lib/libobjc.A.dylib
0x7fff6a9e7000 - 0x7fff6a9ebfff libpam.2.dylib (25.100.1) <0502F395-8EE6-3D2A-9239-06FD5622E19E> /usr/lib/libpam.2.dylib
0x7fff6a9ee000 - 0x7fff6aa24ff7 libpcap.A.dylib (89.120.1) /usr/lib/libpcap.A.dylib
0x7fff6aa64000 - 0x7fff6aa72ff9 libperfcheck.dylib (37.100.2) <9D9C4879-8A80-34C4-B0D2-BE341FD6D321> /usr/lib/libperfcheck.dylib
0x7fff6aaa8000 - 0x7fff6aac0fff libresolv.9.dylib (67.40.1) /usr/lib/libresolv.9.dylib
0x7fff6ab1a000 - 0x7fff6ab1bff7 libspindump.dylib (281.3) /usr/lib/libspindump.dylib
0x7fff6ab1c000 - 0x7fff6ad06ff7 libsqlite3.dylib (308.5) <35A2BD9F-4E33-30DE-A994-4AB585AC3AFE> /usr/lib/libsqlite3.dylib
0x7fff6af57000 - 0x7fff6af5affb libutil.dylib (57) /usr/lib/libutil.dylib
0x7fff6af5b000 - 0x7fff6af68ff7 libxar.1.dylib (425.2) /usr/lib/libxar.1.dylib
0x7fff6af6e000 - 0x7fff6b050fff libxml2.2.dylib (33.5) /usr/lib/libxml2.2.dylib
0x7fff6b054000 - 0x7fff6b07cfff libxslt.1.dylib (16.9) <34A45627-DA5B-37D2-9609-65B425E0010A> /usr/lib/libxslt.1.dylib
0x7fff6b07d000 - 0x7fff6b08fff3 libz.1.dylib (76) <793D9643-CD83-3AAC-8B96-88D548FAB620> /usr/lib/libz.1.dylib
0x7fff6b93e000 - 0x7fff6b943ff3 libcache.dylib (83) /usr/lib/system/libcache.dylib
0x7fff6b944000 - 0x7fff6b94ffff libcommonCrypto.dylib (60165.120.1) /usr/lib/system/libcommonCrypto.dylib
0x7fff6b950000 - 0x7fff6b957fff libcompiler_rt.dylib (101.2) <49B8F644-5705-3F16-BBE0-6FFF9B17C36E> /usr/lib/system/libcompiler_rt.dylib
0x7fff6b958000 - 0x7fff6b961ff7 libcopyfile.dylib (166.40.1) <3C481225-21E7-370A-A30E-0CCFDD64A92C> /usr/lib/system/libcopyfile.dylib
0x7fff6b962000 - 0x7fff6b9f4fdb libcorecrypto.dylib (866.140.1) <60567BF8-80FA-359A-B2F3-A3BAEFB288FD> /usr/lib/system/libcorecrypto.dylib
0x7fff6bb01000 - 0x7fff6bb41ff0 libdispatch.dylib (1173.100.2) /usr/lib/system/libdispatch.dylib
0x7fff6bb42000 - 0x7fff6bb78fff libdyld.dylib (750.6) <789A18C2-8AC7-3C88-813D-CD674376585D> /usr/lib/system/libdyld.dylib
0x7fff6bb79000 - 0x7fff6bb79ffb libkeymgr.dylib (30) /usr/lib/system/libkeymgr.dylib
0x7fff6bb7a000 - 0x7fff6bb86ff3 libkxld.dylib (6153.141.2) /usr/lib/system/libkxld.dylib
0x7fff6bb87000 - 0x7fff6bb87ff7 liblaunch.dylib (1738.140.1) /usr/lib/system/liblaunch.dylib
0x7fff6bb88000 - 0x7fff6bb8dff7 libmacho.dylib (959.0.1) /usr/lib/system/libmacho.dylib
0x7fff6bb8e000 - 0x7fff6bb90ff3 libquarantine.dylib (110.40.3) /usr/lib/system/libquarantine.dylib
0x7fff6bb91000 - 0x7fff6bb92ff7 libremovefile.dylib (48) <7C7EFC79-BD24-33EF-B073-06AED234593E> /usr/lib/system/libremovefile.dylib
0x7fff6bb93000 - 0x7fff6bbaaff3 libsystem_asl.dylib (377.60.2) <1563EE02-0657-3B78-99BE-A947C24122EF> /usr/lib/system/libsystem_asl.dylib
0x7fff6bbab000 - 0x7fff6bbabff7 libsystem_blocks.dylib (74) <0D53847E-AF5F-3ACF-B51F-A15DEA4DEC58> /usr/lib/system/libsystem_blocks.dylib
0x7fff6bbac000 - 0x7fff6bc33fff libsystem_c.dylib (1353.100.2) /usr/lib/system/libsystem_c.dylib
0x7fff6bc34000 - 0x7fff6bc37ffb libsystem_configuration.dylib (1061.141.1) <0EE84C33-64FD-372B-974A-AF7A136F2068> /usr/lib/system/libsystem_configuration.dylib
0x7fff6bc38000 - 0x7fff6bc3bfff libsystem_coreservices.dylib (114) /usr/lib/system/libsystem_coreservices.dylib
0x7fff6bc3c000 - 0x7fff6bc44fff libsystem_darwin.dylib (1353.100.2) <5B12B5DB-3F30-37C1-8ECC-49A66B1F2864> /usr/lib/system/libsystem_darwin.dylib
0x7fff6bc45000 - 0x7fff6bc4cfff libsystem_dnssd.dylib (1096.100.3) /usr/lib/system/libsystem_dnssd.dylib
0x7fff6bc4d000 - 0x7fff6bc4effb libsystem_featureflags.dylib (17) <29FD922A-EC2C-3F25-BCCC-B58D716E60EC> /usr/lib/system/libsystem_featureflags.dylib
0x7fff6bc4f000 - 0x7fff6bc9cff7 libsystem_info.dylib (538) <8A321605-5480-330B-AF9E-64E65DE61747> /usr/lib/system/libsystem_info.dylib
0x7fff6bc9d000 - 0x7fff6bcc9ff7 libsystem_kernel.dylib (6153.141.2) /usr/lib/system/libsystem_kernel.dylib
0x7fff6bcca000 - 0x7fff6bd11fff libsystem_m.dylib (3178) <00F331F1-0D09-39B3-8736-1FE90E64E903> /usr/lib/system/libsystem_m.dylib
0x7fff6bd12000 - 0x7fff6bd39fff libsystem_malloc.dylib (283.100.6) <8549294E-4C53-36EB-99F3-584A7393D8D5> /usr/lib/system/libsystem_malloc.dylib
0x7fff6bd3a000 - 0x7fff6bd47ffb libsystem_networkextension.dylib (1095.140.2) /usr/lib/system/libsystem_networkextension.dylib
0x7fff6bd48000 - 0x7fff6bd51ff7 libsystem_notify.dylib (241.100.2) /usr/lib/system/libsystem_notify.dylib
0x7fff6bd52000 - 0x7fff6bd5afef libsystem_platform.dylib (220.100.1) <009A7C1F-313A-318E-B9F2-30F4C06FEA5C> /usr/lib/system/libsystem_platform.dylib
0x7fff6bd5b000 - 0x7fff6bd65fff libsystem_pthread.dylib (416.100.3) <62CB1A98-0B8F-31E7-A02B-A1139927F61D> /usr/lib/system/libsystem_pthread.dylib
0x7fff6bd66000 - 0x7fff6bd6aff3 libsystem_sandbox.dylib (1217.141.2) <051C4018-4345-3034-AC98-6DE42FB8273B> /usr/lib/system/libsystem_sandbox.dylib
0x7fff6bd6b000 - 0x7fff6bd6dfff libsystem_secinit.dylib (62.100.2) /usr/lib/system/libsystem_secinit.dylib
0x7fff6bd6e000 - 0x7fff6bd75ffb libsystem_symptoms.dylib (1238.120.1) <5820A2AF-CE72-3AB3-ABCC-273A3419FB55> /usr/lib/system/libsystem_symptoms.dylib
0x7fff6bd76000 - 0x7fff6bd8cff2 libsystem_trace.dylib (1147.120) <04B47629-847B-3D74-8ABE-C05EF9DEEFE4> /usr/lib/system/libsystem_trace.dylib
0x7fff6bd8e000 - 0x7fff6bd93ff7 libunwind.dylib (35.4) <42B7B509-BAFE-365B-893A-72414C92F5BF> /usr/lib/system/libunwind.dylib
0x7fff6bd94000 - 0x7fff6bdc9ffe libxpc.dylib (1738.140.1) <3E243A41-030F-38E3-9FD2-7B38C66C35B1> /usr/lib/system/libxpc.dylib
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: 768005 thread_create: 0 thread_set_state: 0
VM Region Summary: ReadOnly portion of Libraries: Total=1.2G resident=0K(0%) swapped_out_or_unallocated=1.2G(100%) Writable regions: Total=1.7G written=0K(0%) resident=0K(0%) swapped_out=0K(0%) unallocated=1.7G(100%)
REGION TYPE SIZE COUNT (non-coalesced) =========== ======= ======= Kernel Alloc Once 8K 1 MALLOC 195.1M 62 MALLOC guard page 24K 4 MALLOC_MEDIUM (reserved) 952.0M 8 reserved VM address space (unallocated) STACK GUARD 4K 1 Stack 24.1M 17 Stack Guard 64K 16 VM_ALLOCATE 138.0M 426 VM_ALLOCATE (reserved) 448.0M 3 reserved VM address space (unallocated) DATA 57.4M 684 DATA_CONST 640K 70 FONT_DATA 4K 1 LINKEDIT 589.6M 290 OBJC_RO 32.3M 1 OBJC_RW 1908K 2 TEXT 616.5M 575 UNICODE 564K 1 shared memory 12K 3 =========== ======= ======= TOTAL 3.0G 2165 TOTAL, minus reserved VM space 1.6G 2165
Model: MacBookPro16,1, BootROM 1037.147.4.0.0 (iBridge: 17.16.16610.0.0,0), 8 processors, 8-Core Intel Core i9, 2.4 GHz, 32 GB, SMC Graphics: kHW_IntelUHDGraphics630Item, Intel UHD Graphics 630, spdisplays_builtin Graphics: kHW_AMDRadeonPro5500MItem, AMD Radeon Pro 5500M, spdisplays_pcie_device, 8 GB Memory Module: BANK 0/ChannelA-DIMM0, 16 GB, DDR4, 2667 MHz, SK Hynix, - Memory Module: BANK 2/ChannelB-DIMM0, 16 GB, DDR4, 2667 MHz, SK Hynix, - AirPort: spairport_wireless_card_type_airport_extreme (0x14E4, 0x7BF), wl0: Apr 7 2020 13:09:12 version 9.30.357.41.32.5.49 FWID 01-617711e7 Bluetooth: Version 7.0.6f7, 3 services, 27 devices, 1 incoming serial ports Network Service: Wi-Fi, AirPort, en0 USB Device: USB3.1 Hub USB Device: USB 3.1 Bus USB Device: USB2.0 Hub USB Device: Microsoft® Nano Transceiver v1.0 USB Device: USB-C Digital AV Multiport Adapter USB Device: Apple T2 Bus USB Device: Composite Device USB Device: Touch Bar Backlight USB Device: Touch Bar Display USB Device: Apple Internal Keyboard / Trackpad USB Device: Headset USB Device: Ambient Light Sensor USB Device: FaceTime HD Camera (Built-in) USB Device: Apple T2 Controller Thunderbolt Bus: MacBook Pro, Apple Inc., 55.3 Thunderbolt Bus: MacBook Pro, Apple Inc., 55.3
To Reproduce
In a python 3.x interpreter:
detector_mp_problem.zip
System environment (please complete the following information):
(see info in trace above)
Additional comments
Please feel free to contact me at either drumph@caltech.edu or daverumph@icloud.com. Thanks!