PyOpenCL with pyinstaller/cxfreeze
by Philippe Tillet
Hey!
After many attempts, I was unable to package a project containing pyopencl
into a self-contained executable using cxfreeze. It gives me the error:
===============
File
"/usr/local/lib/python2.7/dist-packages/cx_Freeze/initscripts/Console.py",
line 27, in <module>
exec(code, m.__dict__)
File "test.py", line 4, in <module>
import pyopencl
File "/usr/local/lib/python2.7/dist-packages/pyopencl/__init__.py", line
79, in <module>
_DEFAULT_INCLUDE_OPTIONS = ["-I", _find_pyopencl_include_path()]
File "/usr/local/lib/python2.7/dist-packages/pyopencl/__init__.py", line
71, in _find_pyopencl_include_path
return resource_filename(Requirement.parse("pyopencl"), "pyopencl/cl")
File "/usr/local/lib/python2.7/dist-packages/pkg_resources.py", line 949,
in resource_filename
return get_provider(package_or_requirement).get_resource_filename(
File "/usr/local/lib/python2.7/dist-packages/pkg_resources.py", line 212,
in get_provider
return working_set.find(moduleOrReq) or require(str(moduleOrReq))[0]
File "/usr/local/lib/python2.7/dist-packages/pkg_resources.py", line 741,
in require
needed = self.resolve(parse_requirements(requirements))
File "/usr/local/lib/python2.7/dist-packages/pkg_resources.py", line 626,
in resolve
raise DistributionNotFound(req)
===================
This is what I get when embedding the simple python line
"import pyopencl"
Into an executable. All the other packages on which pyopencl depend cause
no issue. The error can be solved by manually copying
/usr/local/lib/python2.7/dist-packages/pyopencl-2014.1-py2.7.egg-info/
Into the folder which contains the executable generated by cxfreeze, but
this seems extremely hackish to me. Changing
/usr/local/lib/python2.7/dist-packages/pyopencl/__init__.py:_find_pyopencl_include_path()
to make it return '' also solves the issue. Both fixes look pretty hackish
to me, but I have no other idea of how to properly solve it.
The issue is simple to reproduce
pip install cxfreeze
cd /tmp
echo "import pyopencl" > test.py
cxfreeze test.py
./dist/test
Any idea?
Best regards,
Philippe
4 years, 3 months
- 1
- 0
About performances of open source drivers ...
by Jerome Kieffer
Hi,
I had the opportunity to benchmark open source OpenCL drivers (POCL on
CPU, Beignet on GPU) versus proprietary ones and they behave very well,
now !
Test computer:
Macbook pro 13" with an Iris 5100 GPU integrated into the Haswell
processor (i5-4308U) running Debian Jessie (or macOSX)
The code used is describes on pages 7-14 of this document:
http://pdebuyl.be/tmp/esp2014_draft.pdf
It consists of a map operation (cast and multiplication/divisions)
followed by a sparse matrix dense vector multiplication implemented as
an array of struct (method called LUT, better suited to CPU) or as a
struct of array (called CSR, better suited to GPU). CSR is implemented
using parallel reduction within a workgroup. All OpenCL method use
single precision floating point arithmetics and Kahan summation while OpenMP
code uses double precision arithmetics.
This benchmark is the execution time in millisecond of the complete
treatment for input images of various size (from 1 to 16 Mpixel).
It is the best timing out of 3, averaged over 10 processing, using the
timeit module from python.
Reference timings:
1D_CPU_LUT_OpenMP
Img size Linux/gcc Apple/clang
1.02 12.12 13.451
2.10 30.14 35.307
4.19 63.79 87.110
6.22 96.17 130.77
11.90 222.15 265.94
16.78 270.42 359.93
1D_CPU_CSR_OpenMP
Img size Linux/gcc Apple/clang
1.02 12.31 12.256
2.10 30.20 33.220
4.19 64.34 76.948
6.22 88.82 111.60
11.90 206.82 218.81
16.78 280.03 443.35
Execution on the CPU:
1D_CPU_LUT_OpenCL
Img size AMD Intel Apple POCL
1.02 13.11 8.25 9.7813 8.47
2.10 29.85 15.20 20.563 17.85
4.19 58.08 32.77 47.877 47.19
6.22 97.88 53.04 80.372 62.53
11.90 184.29 125.52 149.33 135.89
16.78 261.21 149.31 205.81 190.14
1D_CPU_CSR_OpenCL
Img size AMD Intel Apple POCL
1.02 16.96 10.05 9.8027 10.02
2.10 37.12 18.46 21.904 21.35
4.19 82.78 42.24 46.961 59.89
6.22 133.41 70.17 68.312 73.87
11.90 271.61 182.41 143.57 178.77
16.78 346.55 222.82 212.17 260.62
Execution on the integrated GPU:
1D_GPU_LUT_OpenCL
Img size Beignet Apple
1.02 7.50 10.066
2.10 14.44 16.345
4.19 28.91 34.538
6.22 ----- 37.570
11.90 ----- 68.443
16.78 ----- 78.333
no data: MemoryError (only 256MB on GPU)
1D_GPU_CSR_OpenCL
Img size Beignet Apple
1.02 3.95 6.0475
2.10 7.55 13.324
4.19 15.62 23.255
6.22 23.88 33.352
11.90 45.63 55.099
16.78 68.78 82.569
It is funny to notice this laptop GPU outperforms a Intel Xeon-phi
accelerator which is much more expensive than the whole laptop, using
the same code.
Cheers,
--
Jérôme Kieffer
Data analysis unit - ESRF
4 years, 3 months
- 1
- 0
Non-blocking host-device copy not really non-blocking
by Jean-Matthieu Etancelin
Hi all,
While optimizing some host-device data transfers, I came to the little piece of code given below.
My questions are : why such a long time is spent on the non-blocking copy launching ? What can I do to have a ‘real’ non-blocking call in order to do some computations on the host before waiting the copy completion ?
In the example launch time ~ profile time where launch time is the cl.enqueue_copy calling time and profile time come from the event profiling informations. I was expecting that wait time ~ profile time.
The result on a K20m is :
In [15]: print "Launch time=", t_wait - t_start
Launch time= 0.373787879944
In [16]: print "Wait time", t_end - t_wait
Wait time 0.0372970104218
In [17]: print "Profile time", 1e-9 * (evt.profile.end - evt.profile.start)
Profile time 0.338622592
Thanks,
Jean-Matthieu.
import time
import pyopencl as cl
import numpy as np
ctx = cl.create_some_context()
queue = cl.CommandQueue(ctx, properties=cl.command_queue_properties.PROFILING_ENABLE)
data = np.zeros((512, 512, 512), dtype=np.float64)
data_cl = cl. Buffer(ctx, cl .mem_flags.READ_WRITE, size=data.nbytes)
cl.enqueue_copy(queue, data_cl, data)
queue.finish()
t_start = time.time()
evt = cl.enqueue_copy(queue, data_cl, data, is_blocking=False)
t_wait = time.time()
evt.wait()
t_end = time.time()
print "Launch time=", t_wait - t_start
print "Wait time", t_end - t_wait
print "Profile time", 1e-9 * (evt.profile.end - evt.profile.start)
4 years, 3 months
- 2
- 3
Re: [PyOpenCL] bug OpenCL GPU: MacOSX / GPU
by Jerome Kieffer
On Tue, 7 Oct 2014 13:39:11 +0200
Ewald Zietsman <ewald.zietsman(a)gmail.com> wrote:
> Are you running double precision calculations? The Iris doesn't support
> those AFAIK. I had trouble with that, but I don't think I got a big report
> like that. I set the environment variable on mine so it always uses the CPU.
I think you spotted right ... it looks like a border-line behavor which specifically crashes
https://github.com/kif/pyFAI/issues/137
Cheer,
--
Jérôme Kieffer
tel +33 476 882 445
4 years, 3 months
- 1
- 1
Re: [PyOpenCL] PyOpenCL Digest, Vol 62, Issue 4
by Ewald Zietsman
So I have this in the kernel I'm using at the moment
#define PYOPENCL_DEFINE_CDOUBLE
#pragma OPENCL EXTENSION cl_khr_fp64: enable
This part caused failures on my Mac but it runs on my NVidia GTX 760 on my
desktop. I haven't tried to run my code in parallel with single precision
yet. I should prob try that at some point.
I only just started learning about all this stuff, learning more as I need.
Good luck and post back here if you find the answer.
On Tue, Oct 7, 2014 at 6:00 PM, <pyopencl-request(a)tiker.net> wrote:
> Send PyOpenCL mailing list submissions to
> pyopencl(a)tiker.net
>
> To subscribe or unsubscribe via the World Wide Web, visit
> http://lists.tiker.net/listinfo/pyopencl
> or, via email, send a message with subject or body 'help' to
> pyopencl-request(a)tiker.net
>
> You can reach the person managing the list at
> pyopencl-owner(a)tiker.net
>
> When replying, please edit your Subject line so it is more specific
> than "Re: Contents of PyOpenCL digest..."
>
>
> Today's Topics:
>
> 1. Re: PyOpenCL Digest, Vol 62, Issue 2 (Jerome Kieffer)
>
>
> ----------------------------------------------------------------------
>
> Message: 1
> Date: Tue, 7 Oct 2014 15:30:26 +0200
> From: Jerome Kieffer <Jerome.Kieffer(a)esrf.fr>
> To: pyopencl(a)tiker.net
> Subject: Re: [PyOpenCL] PyOpenCL Digest, Vol 62, Issue 2
> Message-ID: <20141007153026.425a92fa67a044ab687e6ceb(a)esrf.fr>
> Content-Type: text/plain; charset=UTF-8
>
> On Tue, 7 Oct 2014 13:39:11 +0200
> Ewald Zietsman <ewald.zietsman(a)gmail.com> wrote:
>
> > Are you running double precision calculations?
>
> Normally not. This crash occurred during a test suite.
> I will double check in this direction.
> I wish it has failed gracefully instead of seg-fault :(
>
> > The Iris doesn't support
> > those AFAIK. I had trouble with that, but I don't think I got a big
> report
> > like that. I set the environment variable on mine so it always uses the
> CPU.
>
> I got sensible speed ups: 400ms for 1 core serial code, 200ms for OpenCL
> on CPU and 80ms on the GPU.
> So it looks interesting to test.
>
> Thanks for the hint.
> --
> Jérôme Kieffer
> tel +33 476 882 445
>
>
>
> ------------------------------
>
> Subject: Digest Footer
>
> _______________________________________________
> PyOpenCL mailing list
> PyOpenCL(a)tiker.net
> http://lists.tiker.net/listinfo/pyopencl
>
>
> ------------------------------
>
> End of PyOpenCL Digest, Vol 62, Issue 4
> ***************************************
>
4 years, 3 months
- 1
- 0
Re: [PyOpenCL] PyOpenCL Digest, Vol 62, Issue 2
by Jerome Kieffer
On Tue, 7 Oct 2014 13:39:11 +0200
Ewald Zietsman <ewald.zietsman(a)gmail.com> wrote:
> Are you running double precision calculations?
Normally not. This crash occurred during a test suite.
I will double check in this direction.
I wish it has failed gracefully instead of seg-fault :(
> The Iris doesn't support
> those AFAIK. I had trouble with that, but I don't think I got a big report
> like that. I set the environment variable on mine so it always uses the CPU.
I got sensible speed ups: 400ms for 1 core serial code, 200ms for OpenCL on CPU and 80ms on the GPU.
So it looks interesting to test.
Thanks for the hint.
--
Jérôme Kieffer
tel +33 476 882 445
4 years, 3 months
- 1
- 0
Re: [PyOpenCL] PyOpenCL Digest, Vol 62, Issue 2
by Ewald Zietsman
Are you running double precision calculations? The Iris doesn't support
those AFAIK. I had trouble with that, but I don't think I got a big report
like that. I set the environment variable on mine so it always uses the CPU.
On Tue, Oct 7, 2014 at 1:33 PM, <pyopencl-request(a)tiker.net> wrote:
> Send PyOpenCL mailing list submissions to
> pyopencl(a)tiker.net
>
> To subscribe or unsubscribe via the World Wide Web, visit
> http://lists.tiker.net/listinfo/pyopencl
> or, via email, send a message with subject or body 'help' to
> pyopencl-request(a)tiker.net
>
> You can reach the person managing the list at
> pyopencl-owner(a)tiker.net
>
> When replying, please edit your Subject line so it is more specific
> than "Re: Contents of PyOpenCL digest..."
>
>
> Today's Topics:
>
> 1. Fw: bug OpenCL GPU: MacOSX / GPU (Jerome Kieffer)
>
>
> ----------------------------------------------------------------------
>
> Message: 1
> Date: Tue, 7 Oct 2014 13:03:54 +0200
> From: Jerome Kieffer <Jerome.Kieffer(a)esrf.fr>
> To: pyopencl(a)tiker.net
> Subject: [PyOpenCL] Fw: bug OpenCL GPU: MacOSX / GPU
> Message-ID: <20141007130354.6f483b0063d7d4054d9ba997(a)esrf.fr>
> Content-Type: text/plain; charset=UTF-8
>
> Hi,
>
> I just got an Apple laptop to be able to do OpenCL programming on the move.
> It has an Iris GPU which is recognized but crashes my program (using
> PyOpenCL).
> As the CPU OpenCL is OK, it may also be a bug in Apple's implementation.
>
> Apple has a nice bug report, but this may be more interesting to PyOpenCL
> ...
> Is this issue known from any of you ?
>
>
> Cheers,
>
> Jerome
>
> Process: Python [479]
> Path:
>
> /System/Library/Frameworks/Python.framework/Versions/2.7/Resources/Python.app/Contents/MacOS/Python
> Identifier: Python
> Version: 2.7.5 (2.7.5)
> Code Type: X86-64 (Native)
> Parent Process: Python [475]
> Responsible: Terminal [255]
> User ID: 501
>
> PlugIn Path: /Library/Python/2.7/site-packages/pyopencl/_cl.so
> PlugIn Identifier: _cl.so
> PlugIn Version: ??? (0)
>
> Date/Time: 2014-10-07 11:17:07.324 +0200
> OS Version: Mac OS X 10.9.5 (13F34)
> Report Version: 11
> Anonymous UUID: 6E1EC6C0-560E-1C5A-A4D3-84DA0DB35FC0
>
>
> Crashed Thread: 0 Dispatch queue: com.apple.main-thread
>
> Exception Type: EXC_BAD_ACCESS (SIGSEGV)
> Exception Codes: KERN_INVALID_ADDRESS at 0x000000000000000c
>
> VM Regions Near 0xc:
> -->
> __TEXT 00000001002f4000-00000001002f5000 [ 4K]
> r-x/rwx SM=COW
>
> /System/Library/Frameworks/Python.framework/Versions/2.7/Resources/Python.app/Contents/MacOS/Python
>
> Thread 0 Crashed:: Dispatch queue: com.apple.main-thread
> 0 com.apple.driver.AppleIntelHD5000GraphicsGLDriver 0x00001234003c3d79
> gldBuildComputeProgram + 84
> 1 com.apple.opencl 0x00007fff8be002b8 0x7fff8bdfc000 +
> 17080
> 2 com.apple.opencl 0x00007fff8be0e588 clBuildProgram +
> 2072
> 3 _cl.so 0x000000010227d2f0
> pyopencl::program::build(std::__1::basic_string<char,
> std::__1::char_traits<char>, std::__1::allocator<char> >,
> pyopenclboost::python::api::object) + 1264
> 4 _cl.so 0x000000010228b3e8
> pyopenclboost::python::detail::caller_arity<3u>::impl<void
> (pyopencl::program::*)(std::__1::basic_string<char,
> std::__1::char_traits<char>, std::__1::allocator<char> >,
> pyopenclboost::python::api::object),
> pyopenclboost::python::default_call_policies,
> pyopenclboost::mpl::vector4<void, pyopencl::program&,
> std::__1::basic_string<char, std::__1::char_traits<char>,
> std::__1::allocator<char> >, pyopenclboost::python::api::object>
> >::operator()(_object*, _object*) + 216
> 5 _cl.so 0x00000001022d028e
> pyopenclboost::python::objects::function::call(_object*, _object*) const
> + 798
> 6 _cl.so 0x00000001022d25ca
>
> pyopenclboost::detail::function::void_function_ref_invoker0<pyopenclboost::python::objects::(anonymous
> namespace)::bind_return,
> void>::invoke(pyopenclboost::detail::function::function_buffer&) + 26
> 7 _cl.so 0x00000001022e0e93
>
> pyopenclboost::python::detail::exception_handler::operator()(pyopenclboost::function0<void>
> const&) const + 67
> 8 _cl.so 0x00000001022bd3f6
>
> pyopenclboost::detail::function::function_obj_invoker2<pyopenclboost::_bi::bind_t<bool,
> pyopenclboost::python::detail::translate_exception<pyopencl::error, void
> (*)(pyopencl::error const&)>,
> pyopenclboost::_bi::list3<pyopenclboost::arg<1>, pyopenclboost::arg<2>,
> pyopenclboost::_bi::value<void (*)(pyopencl::error const&)> > >, bool,
> pyopenclboost::python::detail::exception_handler const&,
> pyopenclboost::function0<void>
> const&>::invoke(pyopenclboost::detail::function::function_buffer&,
> pyopenclboost::python::detail::exception_handler const&,
> pyopenclboost::function0<void> const&) + 22
> 9 _cl.so 0x00000001022e0c33
>
> pyopenclboost::python::handle_exception_impl(pyopenclboost::function0<void>)
> + 51
> 10 _cl.so 0x00000001022d1ff3
> pyopenclboost::python::objects::function_call(_object*, _object*,
> _object*) + 83
> 11 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 12 org.python.python 0x000000010037cdf5
> PyEval_EvalFrameEx
> + 15416
> 13 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 14 org.python.python 0x000000010037f8c8 0x1002f9000 +
> 551112
> 15 org.python.python 0x000000010037c4d4
> PyEval_EvalFrameEx
> + 13079
> 16 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 17 org.python.python 0x000000010037f8c8 0x1002f9000 +
> 551112
> 18 org.python.python 0x000000010037c4d4
> PyEval_EvalFrameEx
> + 13079
> 19 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 20 org.python.python 0x000000010037f8c8 0x1002f9000 +
> 551112
> 21 org.python.python 0x000000010037c4d4
> PyEval_EvalFrameEx
> + 13079
> 22 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 23 org.python.python 0x000000010037f8c8 0x1002f9000 +
> 551112
> 24 org.python.python 0x000000010037c4d4
> PyEval_EvalFrameEx
> + 13079
> 25 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 26 org.python.python 0x000000010037f8c8 0x1002f9000 +
> 551112
> 27 org.python.python 0x000000010037c4d4
> PyEval_EvalFrameEx
> + 13079
> 28 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 29 org.python.python 0x000000010037f8c8 0x1002f9000 +
> 551112
> 30 org.python.python 0x000000010037c4d4
> PyEval_EvalFrameEx
> + 13079
> 31 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 32 org.python.python 0x000000010037f8c8 0x1002f9000 +
> 551112
> 33 org.python.python 0x000000010037c4d4
> PyEval_EvalFrameEx
> + 13079
> 34 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 35 org.python.python 0x0000000100320796 0x1002f9000 +
> 161686
> 36 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 37 org.python.python 0x000000010030d9a7 0x1002f9000 +
> 84391
> 38 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 39 org.python.python 0x00000001003486ce 0x1002f9000 +
> 325326
> 40 org.python.python 0x0000000100344184 0x1002f9000 +
> 307588
> 41 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 42 org.python.python 0x000000010037cdf5
> PyEval_EvalFrameEx
> + 15416
> 43 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 44 org.python.python 0x000000010037f8c8 0x1002f9000 +
> 551112
> 45 org.python.python 0x000000010037c4d4
> PyEval_EvalFrameEx
> + 13079
> 46 org.python.python 0x000000010037f864 0x1002f9000 +
> 551012
> 47 org.python.python 0x000000010037c4d4
> PyEval_EvalFrameEx
> + 13079
> 48 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 49 org.python.python 0x0000000100320796 0x1002f9000 +
> 161686
> 50 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 51 org.python.python 0x000000010037d395
> PyEval_EvalFrameEx
> + 16856
> 52 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 53 org.python.python 0x0000000100320796 0x1002f9000 +
> 161686
> 54 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 55 org.python.python 0x000000010030d9a7 0x1002f9000 +
> 84391
> 56 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 57 org.python.python 0x0000000100347cad 0x1002f9000 +
> 322733
> 58 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 59 org.python.python 0x000000010037cdf5
> PyEval_EvalFrameEx
> + 15416
> 60 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 61 org.python.python 0x0000000100320796 0x1002f9000 +
> 161686
> 62 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 63 org.python.python 0x000000010037d395
> PyEval_EvalFrameEx
> + 16856
> 64 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 65 org.python.python 0x0000000100320796 0x1002f9000 +
> 161686
> 66 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 67 org.python.python 0x000000010030d9a7 0x1002f9000 +
> 84391
> 68 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 69 org.python.python 0x0000000100347cad 0x1002f9000 +
> 322733
> 70 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 71 org.python.python 0x000000010037cdf5
> PyEval_EvalFrameEx
> + 15416
> 72 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 73 org.python.python 0x0000000100320796 0x1002f9000 +
> 161686
> 74 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 75 org.python.python 0x000000010037d395
> PyEval_EvalFrameEx
> + 16856
> 76 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 77 org.python.python 0x0000000100320796 0x1002f9000 +
> 161686
> 78 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 79 org.python.python 0x000000010030d9a7 0x1002f9000 +
> 84391
> 80 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 81 org.python.python 0x0000000100347cad 0x1002f9000 +
> 322733
> 82 org.python.python 0x0000000100302f72 PyObject_Call +
> 101
> 83 org.python.python 0x000000010037cdf5
> PyEval_EvalFrameEx
> + 15416
> 84 org.python.python 0x000000010037f864 0x1002f9000 +
> 551012
> 85 org.python.python 0x000000010037c4d4
> PyEval_EvalFrameEx
> + 13079
> 86 org.python.python 0x0000000100379093
> PyEval_EvalCodeEx
> + 1641
> 87 org.python.python 0x0000000100378a24 PyEval_EvalCode
> +
> 54
> 88 org.python.python 0x0000000100397c2c 0x1002f9000 +
> 650284
> 89 org.python.python 0x0000000100397cd3
> PyRun_FileExFlags
> + 137
> 90 org.python.python 0x0000000100397821
> PyRun_SimpleFileExFlags + 718
> 91 org.python.python 0x00000001003a8363 Py_Main + 2995
> 92 libdyld.dylib 0x00007fff88e8f5fd start + 1
>
> Thread 1:: Dispatch queue: com.apple.libdispatch-manager
> 0 libsystem_kernel.dylib 0x00007fff87e94662 kevent64 + 10
> 1 libdispatch.dylib 0x00007fff8936d421
> _dispatch_mgr_invoke + 239
> 2 libdispatch.dylib 0x00007fff8936d136
> _dispatch_mgr_thread + 52
>
> Thread 2:
> 0 libsystem_kernel.dylib 0x00007fff87e93e6a
> __workq_kernreturn
> + 10
> 1 libsystem_pthread.dylib 0x00007fff87488f08
> _pthread_wqthread
> + 330
> 2 libsystem_pthread.dylib 0x00007fff8748bfb9 start_wqthread +
> 13
>
> Thread 3:
> 0 libsystem_kernel.dylib 0x00007fff87e93e6a
> __workq_kernreturn
> + 10
> 1 libsystem_pthread.dylib 0x00007fff87488f08
> _pthread_wqthread
> + 330
> 2 libsystem_pthread.dylib 0x00007fff8748bfb9 start_wqthread +
> 13
>
> Thread 0 crashed with X86 Thread State (64-bit):
> rax: 0x00000000ffffffff rbx: 0x00007fae03c49f20 rcx:
> 0x0000000000ff0000 rdx: 0x00000000005bd000
> rdi: 0x0000000000000000 rsi: 0x0000000000000e00 rbp:
> 0x00007fff5f907670 rsp: 0x00007fff5f907650
> r8: 0x0000000000000000 r9: 0x0000000000000026 r10:
> 0x0000000000004c00 r11: 0x00000000d61fb3d8
> r12: 0x00007fae07608f40 r13: 0x0000000000002ca2 r14:
> 0x00007fae07605720 r15: 0x00007fae07a53c00
> rip: 0x00001234003c3d79 rfl: 0x0000000000010286 cr2:
> 0x000000000000000c
>
> Logical CPU: 2
> Error Code: 0x00000004
> Trap Number: 14
>
>
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>
> /System/Library/Frameworks/Carbon.framework/Versions/A/Frameworks/SecurityHI.framework/Versions/A/SecurityHI
> 0x7fff893e7000 - 0x7fff89456ff1
> com.apple.ApplicationServices.ATS (360 - 363.3)
> <546E89D9-2AE7-3111-B2B8-2366650D22F0>
>
> /System/Library/Frameworks/ApplicationServices.framework/Versions/A/Frameworks/ATS.framework/Versions/A/ATS
> 0x7fff89457000 - 0x7fff8947effb libsystem_info.dylib (449.1.3)
> <7D41A156-D285-3849-A2C3-C04ADE797D98>
> /usr/lib/system/libsystem_info.dylib
> 0x7fff8954a000 - 0x7fff896b8ff7 libBLAS.dylib (1094.5)
> <DE93A590-5FA5-32A2-A16C-5D7D7361769F>
>
> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libBLAS.dylib
> 0x7fff896cc000 - 0x7fff89879f27 libobjc.A.dylib (551.1)
> <AD7FD984-271E-30F4-A361-6B20319EC73B> /usr/lib/libobjc.A.dylib
> 0x7fff89fe1000 - 0x7fff8a044ffb com.apple.SystemConfiguration
> (1.13.1 - 1.13.1) <2C8E1A73-5AD6-3A7D-8ED8-D6755555A993>
>
> /System/Library/Frameworks/SystemConfiguration.framework/Versions/A/SystemConfiguration
> 0x7fff8a076000 - 0x7fff8a079fff com.apple.help (1.3.3 - 46)
> <AE763646-D07A-3F9A-ACD4-F5CBD734EE36>
>
> /System/Library/Frameworks/Carbon.framework/Versions/A/Frameworks/Help.framework/Versions/A/Help
> 0x7fff8a30a000 - 0x7fff8a351fff libFontRegistry.dylib (127)
> <A77A0480-AA5D-3CC8-8B68-69985CD546DC>
>
> /System/Library/Frameworks/ApplicationServices.framework/Versions/A/Frameworks/ATS.framework/Versions/A/Resources/libFontRegistry.dylib
> 0x7fff8a8ba000 - 0x7fff8a8bafff com.apple.Accelerate (1.9 -
> Accelerate 1.9) <509BB27A-AE62-366D-86D8-0B06D217CF56>
> /System/Library/Frameworks/Accelerate.framework/Versions/A/Accelerate
> 0x7fff8a8c8000 - 0x7fff8a8cafff com.apple.EFILogin (2.0 - 2)
> <8D651894-B7AD-3F23-9B93-472EEA3D292F>
> /System/Library/PrivateFrameworks/EFILogin.framework/Versions/A/EFILogin
> 0x7fff8a9b2000 - 0x7fff8ab4eff3 com.apple.QuartzCore (1.8 -
> 332.3) <D6285800-F386-3E6B-84F2-A62F9029D95F>
> /System/Library/Frameworks/QuartzCore.framework/Versions/A/QuartzCore
> 0x7fff8ad61000 - 0x7fff8ad61fff com.apple.Accelerate.vecLib
> (3.9 - vecLib 3.9) <F8D0CC77-98AC-3B58-9FE6-0C25421827B6>
>
> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/vecLib
> 0x7fff8ad65000 - 0x7fff8ad66ffb libremovefile.dylib (33)
> <3543F917-928E-3DB2-A2F4-7AB73B4970EF>
> /usr/lib/system/libremovefile.dylib
> 0x7fff8ad67000 - 0x7fff8ad7ffff libexpat.1.dylib (12)
> <97F4A9A7-CB3E-3BBF-9314-4997FC770E52> /usr/lib/libexpat.1.dylib
> 0x7fff8aea3000 - 0x7fff8aebaff7 com.apple.CFOpenDirectory (10.9
> - 173.90.1) <7BC0194E-1B40-3FCA-ACD2-235CE5D65DFA>
>
> /System/Library/Frameworks/OpenDirectory.framework/Versions/A/Frameworks/CFOpenDirectory.framework/Versions/A/CFOpenDirectory
> 0x7fff8af0f000 - 0x7fff8af34ff7 com.apple.CoreVideo (1.8 -
> 117.2) <4674339E-26D0-35FA-9958-422832B39B12>
> /System/Library/Frameworks/CoreVideo.framework/Versions/A/CoreVideo
> 0x7fff8af3f000 - 0x7fff8b187ff7 com.apple.CoreData (107 -
> 481.3) <E78734AA-E3D0-33CB-A014-620BBCAB2E96>
> /System/Library/Frameworks/CoreData.framework/Versions/A/CoreData
> 0x7fff8b19f000 - 0x7fff8b1d8ff7 com.apple.QD (3.50 - 298)
> <C1F20764-DEF0-34CF-B3AB-AB5480D64E66>
>
> /System/Library/Frameworks/ApplicationServices.framework/Versions/A/Frameworks/QD.framework/Versions/A/QD
> 0x7fff8b1d9000 - 0x7fff8b220ff7 libcups.2.dylib (372.4)
> <36EA4350-43B4-3A5C-9904-10685BFDA7D4> /usr/lib/libcups.2.dylib
> 0x7fff8bc62000 - 0x7fff8bceeff7 com.apple.ink.framework (10.9 -
> 207) <8A50B893-AD03-3826-8555-A54FEAF08F47>
>
> /System/Library/Frameworks/Carbon.framework/Versions/A/Frameworks/Ink.framework/Versions/A/Ink
> 0x7fff8bcef000 - 0x7fff8bd24ffc com.apple.LDAPFramework (2.4.28
> - 194.5) <4ADD0595-25B9-3F09-897E-3FB790AD2C5A>
> /System/Library/Frameworks/LDAP.framework/Versions/A/LDAP
> 0x7fff8bdeb000 - 0x7fff8bdf8ff0 libbz2.1.0.dylib (29)
> <0B98AC35-B138-349C-8063-2B987A75D24C> /usr/lib/libbz2.1.0.dylib
> 0x7fff8bdfc000 - 0x7fff8be4aff7 com.apple.opencl (2.3.59 -
> 2.3.59) <9F43F471-C3C3-352D-889D-EC418DC1F5B2>
> /System/Library/Frameworks/OpenCL.framework/Versions/A/OpenCL
> 0x7fff8be58000 - 0x7fff8be59fff liblangid.dylib (117)
> <9546E641-F730-3AB0-B3CD-E0E2FDD173D9> /usr/lib/liblangid.dylib
> 0x7fff8be88000 - 0x7fff8be89ff7
> libDiagnosticMessagesClient.dylib (100)
> <4CDB0F7B-C0AF-3424-BC39-495696F0DB1E>
> /usr/lib/libDiagnosticMessagesClient.dylib
> 0x7fff8be8a000 - 0x7fff8be8eff7 libsystem_stats.dylib (93.90.3)
> <337946FC-B2E1-3DFA-A8B5-30DA8D584D75>
> /usr/lib/system/libsystem_stats.dylib
> 0x7fff8bed2000 - 0x7fff8bf01ff9 com.apple.GSS (4.0 - 2.0)
> <44E914BE-B0D0-3E05-9451-CA9E539AFA52>
> /System/Library/Frameworks/GSS.framework/Versions/A/GSS
> 0x7fff8bf02000 - 0x7fff8bf03ff7 com.apple.print.framework.Print
> (9.0 - 260) <EE00FAE1-DA03-3EC2-8571-562518C46994>
>
> /System/Library/Frameworks/Carbon.framework/Versions/A/Frameworks/Print.framework/Versions/A/Print
> 0x7fff8bf04000 - 0x7fff8bf69ffb com.apple.Heimdal (4.0 - 2.0)
> <F34D6627-9F80-3823-8B57-DB629307DF87>
> /System/Library/PrivateFrameworks/Heimdal.framework/Versions/A/Heimdal
> 0x7fff8bf6a000 - 0x7fff8bfebfff com.apple.CoreSymbolication
> (3.0.1 - 141.0.5) <20E484C4-9F0E-3DF6-BB27-D509859FF57A>
>
> /System/Library/PrivateFrameworks/CoreSymbolication.framework/Versions/A/CoreSymbolication
> 0x7fff8bfec000 - 0x7fff8c059fff com.apple.SearchKit (1.4.0 -
> 1.4.0) <B9B8D510-A27E-36B0-93E9-17146D9E9045>
>
> /System/Library/Frameworks/CoreServices.framework/Versions/A/Frameworks/SearchKit.framework/Versions/A/SearchKit
> 0x7fff8c05a000 - 0x7fff8c075ff7 libCRFSuite.dylib (34)
> <FFAE75FA-C54E-398B-AA97-18164CD9789D> /usr/lib/libCRFSuite.dylib
> 0x7fff8c0b5000 - 0x7fff8c180fff libvDSP.dylib (423.32)
> <3BF732BE-DDE0-38EB-8C54-E4E3C64F77A7>
>
> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libvDSP.dylib
> 0x7fff8c1bb000 - 0x7fff8c297fff libcrypto.0.9.8.dylib (52)
> <ED7F3865-10D4-346B-8C9C-D968EB3B5D35> /usr/lib/libcrypto.0.9.8.dylib
> 0x7fff8c2a3000 - 0x7fff8c2a8fff com.apple.DiskArbitration (2.6
> - 2.6) <A4165553-770E-3D27-B217-01FC1F852B87>
>
> /System/Library/Frameworks/DiskArbitration.framework/Versions/A/DiskArbitration
> 0x7fff8c2bd000 - 0x7fff8c2c9ffb com.apple.AppleFSCompression
> (56.92.1 - 1.0) <066255FD-DBD1-3041-8DDA-7AFC41C9096D>
>
> /System/Library/PrivateFrameworks/AppleFSCompression.framework/Versions/A/AppleFSCompression
> 0x7fff8c2ca000 - 0x7fff8c2eefff libxpc.dylib (300.90.2)
> <AB40CD57-F454-3FD4-B415-63B3C0D5C624> /usr/lib/system/libxpc.dylib
> 0x7fff8c2ef000 - 0x7fff8c318fff com.apple.DictionaryServices
> (1.2 - 208) <A539A058-BA57-35EE-AA08-D0B0E835127D>
>
> /System/Library/Frameworks/CoreServices.framework/Versions/A/Frameworks/DictionaryServices.framework/Versions/A/DictionaryServices
> 0x7fff8c319000 - 0x7fff8c35eff6 com.apple.HIServices (1.23 -
> 468) <E06287C4-1534-3D46-B099-3DF8B8EE4EB5>
>
> /System/Library/Frameworks/ApplicationServices.framework/Versions/A/Frameworks/HIServices.framework/Versions/A/HIServices
> 0x7fff8c35f000 - 0x7fff8c360fff com.apple.TrustEvaluationAgent
> (2.0 - 25) <334A82F4-4AE4-3719-A511-86D0B0723E2B>
>
> /System/Library/PrivateFrameworks/TrustEvaluationAgent.framework/Versions/A/TrustEvaluationAgent
> 0x7fff8c6fb000 - 0x7fff8c736fff com.apple.bom (14.0 - 193.1)
> <EF24A562-6D3C-379E-8B9B-FAE0E4A0EF7C>
> /System/Library/PrivateFrameworks/Bom.framework/Versions/A/Bom
> 0x7fff8c73d000 - 0x7fff8c8d8ff8 com.apple.CFNetwork (673.3 -
> 673.3) <4375B7CB-34B6-3A26-99AC-2D2404AD9C9B>
> /System/Library/Frameworks/CFNetwork.framework/Versions/A/CFNetwork
> 0x7fff8c906000 - 0x7fff8c913ff7 libxar.1.dylib (202)
> <5572AA71-E98D-3FE1-9402-BB4A84E0E71E> /usr/lib/libxar.1.dylib
> 0x7fff8c93f000 - 0x7fff8c941ff7 libquarantine.dylib (71)
> <7A1A2BCB-C03D-3A25-BFA4-3E569B2D2C38>
> /usr/lib/system/libquarantine.dylib
> 0x7fff8c9de000 - 0x7fff8caa0ff5 com.apple.CoreText (367.20 -
> 367.20) <B80D086D-93A9-3C35-860E-9C3FDD027F3B>
> /System/Library/Frameworks/CoreText.framework/Versions/A/CoreText
> 0x7fff8cb0b000 - 0x7fff8cb0dfff libRadiance.dylib (1044)
> <461482C9-CADB-3B36-B023-597C64AD4B00>
>
> /System/Library/Frameworks/ImageIO.framework/Versions/A/Resources/libRadiance.dylib
> 0x7fff8cc04000 - 0x7fff8cc5cff7 com.apple.Symbolication (1.4 -
> 129.0.2) <56F5E42C-4A23-3D0C-A830-616A03C16725>
>
> /System/Library/PrivateFrameworks/Symbolication.framework/Versions/A/Symbolication
> 0x7fff8cc5d000 - 0x7fff8ccabff9 libstdc++.6.dylib (60)
> <0241E6A4-1368-33BE-950B-D0A175C41F54> /usr/lib/libstdc++.6.dylib
> 0x7fff8ccf7000 - 0x7fff8ccf8fff libffi.dylib (18.1)
> <FEB76C94-97BA-39BC-B713-D086B9757BA5> /usr/lib/libffi.dylib
> 0x7fff8d21d000 - 0x7fff8d225fff libsystem_dnssd.dylib
> (522.92.1) <17B03FFD-92C5-3282-9981-EBB28B456207>
> /usr/lib/system/libsystem_dnssd.dylib
> 0x7fff8d26f000 - 0x7fff8d28bfff libresolv.9.dylib (54)
> <11C2C826-F1C6-39C6-B4E8-6E0C41D4FA95> /usr/lib/libresolv.9.dylib
> 0x7fff8d28c000 - 0x7fff8d2a5ff7 com.apple.Kerberos (3.0 - 1)
> <F108AFEB-198A-3BAF-BCA5-9DFCE55EFF92>
> /System/Library/Frameworks/Kerberos.framework/Versions/A/Kerberos
> 0x7fff8d607000 - 0x7fff8d648fff com.apple.PerformanceAnalysis
> (1.47 - 47) <5E045817-0C84-341A-9B33-74CF1324FA70>
>
> /System/Library/PrivateFrameworks/PerformanceAnalysis.framework/Versions/A/PerformanceAnalysis
> 0x7fff8d649000 - 0x7fff8d91aff4 com.apple.CoreImage (9.4.0)
> <2C636ECD-0F1A-357C-9EFF-0452476FDDF5>
>
> /System/Library/Frameworks/QuartzCore.framework/Versions/A/Frameworks/CoreImage.framework/Versions/A/CoreImage
> 0x7fff8d999000 - 0x7fff8da83fff libsqlite3.dylib (158)
> <00269BF9-43BE-39E0-9C85-24585B9923C8> /usr/lib/libsqlite3.dylib
> 0x7fff8da84000 - 0x7fff8da91fff com.apple.Sharing (132.2 -
> 132.2) <F983394A-226D-3244-B511-FA51FDB6ADDA>
> /System/Library/PrivateFrameworks/Sharing.framework/Versions/A/Sharing
> 0x7fff8dd82000 - 0x7fff8dd8bffb libsystem_notify.dylib
> (121.20.1) <9B34B4FE-F5AD-3F09-A5F0-46AFF3571323>
> /usr/lib/system/libsystem_notify.dylib
> 0x7fff8dd8c000 - 0x7fff8ddddff7 com.apple.audio.CoreAudio
> (4.2.1 - 4.2.1) <BE13E840-FB45-3BC2-BCF5-031629754FD5>
> /System/Library/Frameworks/CoreAudio.framework/Versions/A/CoreAudio
> 0x7fff8de3c000 - 0x7fff8de3ffff libCoreVMClient.dylib (58.1)
> <EBC36C69-C896-3C3D-8589-3E9023E7E56F>
>
> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libCoreVMClient.dylib
> 0x7fff8de6a000 - 0x7fff8e24bffe libLAPACK.dylib (1094.5)
> <7E7A9B8D-1638-3914-BAE0-663B69865986>
>
> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libLAPACK.dylib
> 0x7fff8e28e000 - 0x7fff8e297ffd com.apple.CommonAuth (4.0 -
> 2.0) <32BA436F-6319-3A0B-B5D2-2EB75FF36B5B>
>
> /System/Library/PrivateFrameworks/CommonAuth.framework/Versions/A/CommonAuth
> 0x7fff8e298000 - 0x7fff8e2a3fff libGL.dylib (9.6.1)
> <4B65BF9F-F34A-3CD1-94E8-DB26DAA0A59D>
>
> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGL.dylib
> 0x7fff8e2a4000 - 0x7fff8e2a6ff3 libsystem_configuration.dylib
> (596.15) <4998CB6A-9D54-390A-9F57-5D1AC53C135C>
> /usr/lib/system/libsystem_configuration.dylib
> 0x7fff8e2a7000 - 0x7fff8e2aafff com.apple.TCC (1.0 - 1)
> <32A075D9-47FD-3E71-95BC-BFB0D583F41C>
> /System/Library/PrivateFrameworks/TCC.framework/Versions/A/TCC
> 0x7fff8e2ab000 - 0x7fff8e2adfff libCVMSPluginSupport.dylib
> (9.6.1) <FB37F4C4-1E84-3349-BB03-92CA0A5F6837>
>
> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libCVMSPluginSupport.dylib
> 0x7fff8e2ae000 - 0x7fff8e2b3fff libmacho.dylib (845)
> <1D2910DF-C036-3A82-A3FD-44FF73B5FF9B> /usr/lib/system/libmacho.dylib
> 0x7fff8e2b4000 - 0x7fff8e2e4fff com.apple.IconServices (25 -
> 25.17) <4751127E-FBD5-3ED5-8510-08D4E4166EFE>
>
> /System/Library/PrivateFrameworks/IconServices.framework/Versions/A/IconServices
> 0x7fff8e7c4000 - 0x7fff8eaaefff
> com.apple.CoreServices.CarbonCore (1077.17 - 1077.17)
> <3A2E92FD-DEE2-3D45-9619-11500801A61C>
>
> /System/Library/Frameworks/CoreServices.framework/Versions/A/Frameworks/CarbonCore.framework/Versions/A/CarbonCore
> 0x7fff8eb79000 - 0x7fff8ebd4ffb com.apple.AE (665.5 - 665.5)
> <BBA230F9-144C-3CAB-A77A-0621719244CD>
>
> /System/Library/Frameworks/CoreServices.framework/Versions/A/Frameworks/AE.framework/Versions/A/AE
> 0x7fff8ebf2000 - 0x7fff8ec4bfff libTIFF.dylib (1044)
> <FBC5800B-7F34-3755-A44E-7B37B3E0B32E>
>
> /System/Library/Frameworks/ImageIO.framework/Versions/A/Resources/libTIFF.dylib
> 0x7fff8ec4c000 - 0x7fff8edb2fff libGLProgrammability.dylib
> (9.6.1) <07700B99-8542-32D7-BB96-29472EFE75EF>
>
> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGLProgrammability.dylib
> 0x7fff8edb3000 - 0x7fff8edbefff libkxld.dylib (2422.115.4)
> <3C678B75-F7C5-3DBB-8DBD-48483AD54D5C> /usr/lib/system/libkxld.dylib
> 0x7fff8edbf000 - 0x7fff8edc2ffc com.apple.IOSurface (91.1 -
> 91.1) <D00EEB0C-8AA8-3986-90C1-C97B2486E8FA>
> /System/Library/Frameworks/IOSurface.framework/Versions/A/IOSurface
> 0x7fff8edc3000 - 0x7fff8edc7ff7 libcache.dylib (62)
> <BDC1E65B-72A1-3DA3-A57C-B23159CAAD0B> /usr/lib/system/libcache.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: 119
> thread_create: 0
> thread_set_state: 0
>
> VM Region Summary:
> ReadOnly portion of Libraries: Total=251.0M resident=85.3M(34%)
> swapped_out_or_unallocated=165.7M(66%)
> Writable regions: Total=2.5G written=2.2G(89%) resident=2.4G(96%)
> swapped_out=0K(0%) unallocated=104.7M(4%)
>
> REGION TYPE VIRTUAL
> =========== =======
> CG shared images 140K
> Dispatch continuations 8192K
> IOKit 16.5M
> Kernel Alloc Once 4K
> MALLOC 2.3G
> MALLOC (admin) 32K
> OpenCL 158.8M
> OpenCL (reserved) 40.5M reserved VM address
> space (unallocated)
> STACK GUARD 56.0M
> Stack 9304K
> VM_ALLOCATE 2844K
> __DATA 27.9M
> __IMAGE 528K
> __LINKEDIT 87.5M
> __TEXT 163.5M
> __UNICODE 544K
> shared memory 4K
> =========== =======
> TOTAL 2.8G
> TOTAL, minus reserved VM space 2.8G
>
>
> Model: MacBookPro11,1, BootROM MBP111.0138.B07, 2 processors, Intel Core
> i5, 2.8 GHz, 16 GB, SMC 2.16f63
> Graphics: Intel Iris, Intel Iris, Built-In
> Memory Module: BANK 0/DIMM0, 8 GB, DDR3, 1600 MHz, 0x80AD,
> 0x484D54343147533641465238412D50422020
> Memory Module: BANK 1/DIMM0, 8 GB, DDR3, 1600 MHz, 0x80AD,
> 0x484D54343147533641465238412D50422020
> AirPort: spairport_wireless_card_type_airport_extreme (0x14E4, 0x112),
> Broadcom BCM43xx 1.0 (6.30.223.154.65)
> Bluetooth: Version 4.2.7f3 14616, 3 services, 15 devices, 1 incoming
> serial ports
> Network Service: Wi-Fi, AirPort, en0
> PCI Card: Apple 57762-A0, Ethernet Controller, Thunderbolt@195,0,0
> Serial ATA Device: APPLE SSD SM1024F, 1 TB
> USB Device: Internal Memory Card Reader
> USB Device: BRCM20702 Hub
> USB Device: Bluetooth USB Host Controller
> USB Device: Apple Internal Keyboard / Trackpad
> Thunderbolt Bus: MacBook Pro, Apple Inc., 17.2
> Thunderbolt Device: Thunderbolt to Gigabit Ethernet Adapter, Apple Inc.,
> 3, 5.5
>
>
>
> --
> Jérôme Kieffer
> tel +33 476 882 445
>
>
>
> ------------------------------
>
> Subject: Digest Footer
>
> _______________________________________________
> PyOpenCL mailing list
> PyOpenCL(a)tiker.net
> http://lists.tiker.net/listinfo/pyopencl
>
>
> ------------------------------
>
> End of PyOpenCL Digest, Vol 62, Issue 2
> ***************************************
>
4 years, 3 months
- 1
- 0
Fw: bug OpenCL GPU: MacOSX / GPU
by Jerome Kieffer
Hi,
I just got an Apple laptop to be able to do OpenCL programming on the move.
It has an Iris GPU which is recognized but crashes my program (using PyOpenCL).
As the CPU OpenCL is OK, it may also be a bug in Apple's implementation.
Apple has a nice bug report, but this may be more interesting to PyOpenCL ...
Is this issue known from any of you ?
Cheers,
Jerome
Process: Python [479]
Path:
/System/Library/Frameworks/Python.framework/Versions/2.7/Resources/Python.app/Contents/MacOS/Python
Identifier: Python
Version: 2.7.5 (2.7.5)
Code Type: X86-64 (Native)
Parent Process: Python [475]
Responsible: Terminal [255]
User ID: 501
PlugIn Path: /Library/Python/2.7/site-packages/pyopencl/_cl.so
PlugIn Identifier: _cl.so
PlugIn Version: ??? (0)
Date/Time: 2014-10-07 11:17:07.324 +0200
OS Version: Mac OS X 10.9.5 (13F34)
Report Version: 11
Anonymous UUID: 6E1EC6C0-560E-1C5A-A4D3-84DA0DB35FC0
Crashed Thread: 0 Dispatch queue: com.apple.main-thread
Exception Type: EXC_BAD_ACCESS (SIGSEGV)
Exception Codes: KERN_INVALID_ADDRESS at 0x000000000000000c
VM Regions Near 0xc:
-->
__TEXT 00000001002f4000-00000001002f5000 [ 4K]
r-x/rwx SM=COW
/System/Library/Frameworks/Python.framework/Versions/2.7/Resources/Python.app/Contents/MacOS/Python
Thread 0 Crashed:: Dispatch queue: com.apple.main-thread
0 com.apple.driver.AppleIntelHD5000GraphicsGLDriver 0x00001234003c3d79
gldBuildComputeProgram + 84
1 com.apple.opencl 0x00007fff8be002b8 0x7fff8bdfc000 +
17080
2 com.apple.opencl 0x00007fff8be0e588 clBuildProgram +
2072
3 _cl.so 0x000000010227d2f0
pyopencl::program::build(std::__1::basic_string<char,
std::__1::char_traits<char>, std::__1::allocator<char> >,
pyopenclboost::python::api::object) + 1264
4 _cl.so 0x000000010228b3e8
pyopenclboost::python::detail::caller_arity<3u>::impl<void
(pyopencl::program::*)(std::__1::basic_string<char,
std::__1::char_traits<char>, std::__1::allocator<char> >,
pyopenclboost::python::api::object),
pyopenclboost::python::default_call_policies,
pyopenclboost::mpl::vector4<void, pyopencl::program&,
std::__1::basic_string<char, std::__1::char_traits<char>,
std::__1::allocator<char> >, pyopenclboost::python::api::object>
>::operator()(_object*, _object*) + 216
5 _cl.so 0x00000001022d028e
pyopenclboost::python::objects::function::call(_object*, _object*) const
+ 798
6 _cl.so 0x00000001022d25ca
pyopenclboost::detail::function::void_function_ref_invoker0<pyopenclboost::python::objects::(anonymous
namespace)::bind_return,
void>::invoke(pyopenclboost::detail::function::function_buffer&) + 26
7 _cl.so 0x00000001022e0e93
pyopenclboost::python::detail::exception_handler::operator()(pyopenclboost::function0<void>
const&) const + 67
8 _cl.so 0x00000001022bd3f6
pyopenclboost::detail::function::function_obj_invoker2<pyopenclboost::_bi::bind_t<bool,
pyopenclboost::python::detail::translate_exception<pyopencl::error, void
(*)(pyopencl::error const&)>,
pyopenclboost::_bi::list3<pyopenclboost::arg<1>, pyopenclboost::arg<2>,
pyopenclboost::_bi::value<void (*)(pyopencl::error const&)> > >, bool,
pyopenclboost::python::detail::exception_handler const&,
pyopenclboost::function0<void>
const&>::invoke(pyopenclboost::detail::function::function_buffer&,
pyopenclboost::python::detail::exception_handler const&,
pyopenclboost::function0<void> const&) + 22
9 _cl.so 0x00000001022e0c33
pyopenclboost::python::handle_exception_impl(pyopenclboost::function0<void>)
+ 51
10 _cl.so 0x00000001022d1ff3
pyopenclboost::python::objects::function_call(_object*, _object*,
_object*) + 83
11 org.python.python 0x0000000100302f72 PyObject_Call +
101
12 org.python.python 0x000000010037cdf5 PyEval_EvalFrameEx
+ 15416
13 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
14 org.python.python 0x000000010037f8c8 0x1002f9000 +
551112
15 org.python.python 0x000000010037c4d4 PyEval_EvalFrameEx
+ 13079
16 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
17 org.python.python 0x000000010037f8c8 0x1002f9000 +
551112
18 org.python.python 0x000000010037c4d4 PyEval_EvalFrameEx
+ 13079
19 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
20 org.python.python 0x000000010037f8c8 0x1002f9000 +
551112
21 org.python.python 0x000000010037c4d4 PyEval_EvalFrameEx
+ 13079
22 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
23 org.python.python 0x000000010037f8c8 0x1002f9000 +
551112
24 org.python.python 0x000000010037c4d4 PyEval_EvalFrameEx
+ 13079
25 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
26 org.python.python 0x000000010037f8c8 0x1002f9000 +
551112
27 org.python.python 0x000000010037c4d4 PyEval_EvalFrameEx
+ 13079
28 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
29 org.python.python 0x000000010037f8c8 0x1002f9000 +
551112
30 org.python.python 0x000000010037c4d4 PyEval_EvalFrameEx
+ 13079
31 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
32 org.python.python 0x000000010037f8c8 0x1002f9000 +
551112
33 org.python.python 0x000000010037c4d4 PyEval_EvalFrameEx
+ 13079
34 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
35 org.python.python 0x0000000100320796 0x1002f9000 +
161686
36 org.python.python 0x0000000100302f72 PyObject_Call +
101
37 org.python.python 0x000000010030d9a7 0x1002f9000 +
84391
38 org.python.python 0x0000000100302f72 PyObject_Call +
101
39 org.python.python 0x00000001003486ce 0x1002f9000 +
325326
40 org.python.python 0x0000000100344184 0x1002f9000 +
307588
41 org.python.python 0x0000000100302f72 PyObject_Call +
101
42 org.python.python 0x000000010037cdf5 PyEval_EvalFrameEx
+ 15416
43 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
44 org.python.python 0x000000010037f8c8 0x1002f9000 +
551112
45 org.python.python 0x000000010037c4d4 PyEval_EvalFrameEx
+ 13079
46 org.python.python 0x000000010037f864 0x1002f9000 +
551012
47 org.python.python 0x000000010037c4d4 PyEval_EvalFrameEx
+ 13079
48 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
49 org.python.python 0x0000000100320796 0x1002f9000 +
161686
50 org.python.python 0x0000000100302f72 PyObject_Call +
101
51 org.python.python 0x000000010037d395 PyEval_EvalFrameEx
+ 16856
52 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
53 org.python.python 0x0000000100320796 0x1002f9000 +
161686
54 org.python.python 0x0000000100302f72 PyObject_Call +
101
55 org.python.python 0x000000010030d9a7 0x1002f9000 +
84391
56 org.python.python 0x0000000100302f72 PyObject_Call +
101
57 org.python.python 0x0000000100347cad 0x1002f9000 +
322733
58 org.python.python 0x0000000100302f72 PyObject_Call +
101
59 org.python.python 0x000000010037cdf5 PyEval_EvalFrameEx
+ 15416
60 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
61 org.python.python 0x0000000100320796 0x1002f9000 +
161686
62 org.python.python 0x0000000100302f72 PyObject_Call +
101
63 org.python.python 0x000000010037d395 PyEval_EvalFrameEx
+ 16856
64 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
65 org.python.python 0x0000000100320796 0x1002f9000 +
161686
66 org.python.python 0x0000000100302f72 PyObject_Call +
101
67 org.python.python 0x000000010030d9a7 0x1002f9000 +
84391
68 org.python.python 0x0000000100302f72 PyObject_Call +
101
69 org.python.python 0x0000000100347cad 0x1002f9000 +
322733
70 org.python.python 0x0000000100302f72 PyObject_Call +
101
71 org.python.python 0x000000010037cdf5 PyEval_EvalFrameEx
+ 15416
72 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
73 org.python.python 0x0000000100320796 0x1002f9000 +
161686
74 org.python.python 0x0000000100302f72 PyObject_Call +
101
75 org.python.python 0x000000010037d395 PyEval_EvalFrameEx
+ 16856
76 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
77 org.python.python 0x0000000100320796 0x1002f9000 +
161686
78 org.python.python 0x0000000100302f72 PyObject_Call +
101
79 org.python.python 0x000000010030d9a7 0x1002f9000 +
84391
80 org.python.python 0x0000000100302f72 PyObject_Call +
101
81 org.python.python 0x0000000100347cad 0x1002f9000 +
322733
82 org.python.python 0x0000000100302f72 PyObject_Call +
101
83 org.python.python 0x000000010037cdf5 PyEval_EvalFrameEx
+ 15416
84 org.python.python 0x000000010037f864 0x1002f9000 +
551012
85 org.python.python 0x000000010037c4d4 PyEval_EvalFrameEx
+ 13079
86 org.python.python 0x0000000100379093 PyEval_EvalCodeEx
+ 1641
87 org.python.python 0x0000000100378a24 PyEval_EvalCode +
54
88 org.python.python 0x0000000100397c2c 0x1002f9000 +
650284
89 org.python.python 0x0000000100397cd3 PyRun_FileExFlags
+ 137
90 org.python.python 0x0000000100397821
PyRun_SimpleFileExFlags + 718
91 org.python.python 0x00000001003a8363 Py_Main + 2995
92 libdyld.dylib 0x00007fff88e8f5fd start + 1
Thread 1:: Dispatch queue: com.apple.libdispatch-manager
0 libsystem_kernel.dylib 0x00007fff87e94662 kevent64 + 10
1 libdispatch.dylib 0x00007fff8936d421
_dispatch_mgr_invoke + 239
2 libdispatch.dylib 0x00007fff8936d136
_dispatch_mgr_thread + 52
Thread 2:
0 libsystem_kernel.dylib 0x00007fff87e93e6a __workq_kernreturn
+ 10
1 libsystem_pthread.dylib 0x00007fff87488f08 _pthread_wqthread
+ 330
2 libsystem_pthread.dylib 0x00007fff8748bfb9 start_wqthread +
13
Thread 3:
0 libsystem_kernel.dylib 0x00007fff87e93e6a __workq_kernreturn
+ 10
1 libsystem_pthread.dylib 0x00007fff87488f08 _pthread_wqthread
+ 330
2 libsystem_pthread.dylib 0x00007fff8748bfb9 start_wqthread +
13
Thread 0 crashed with X86 Thread State (64-bit):
rax: 0x00000000ffffffff rbx: 0x00007fae03c49f20 rcx:
0x0000000000ff0000 rdx: 0x00000000005bd000
rdi: 0x0000000000000000 rsi: 0x0000000000000e00 rbp:
0x00007fff5f907670 rsp: 0x00007fff5f907650
r8: 0x0000000000000000 r9: 0x0000000000000026 r10:
0x0000000000004c00 r11: 0x00000000d61fb3d8
r12: 0x00007fae07608f40 r13: 0x0000000000002ca2 r14:
0x00007fae07605720 r15: 0x00007fae07a53c00
rip: 0x00001234003c3d79 rfl: 0x0000000000010286 cr2:
0x000000000000000c
Logical CPU: 2
Error Code: 0x00000004
Trap Number: 14
Binary Images:
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0x7fff8ec4c000 - 0x7fff8edb2fff libGLProgrammability.dylib
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0x7fff8edbf000 - 0x7fff8edc2ffc com.apple.IOSurface (91.1 -
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<BDC1E65B-72A1-3DA3-A57C-B23159CAAD0B> /usr/lib/system/libcache.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:
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thread_create: 0
thread_set_state: 0
Calls made by all processes on this machine:
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thread_create: 0
thread_set_state: 0
VM Region Summary:
ReadOnly portion of Libraries: Total=251.0M resident=85.3M(34%)
swapped_out_or_unallocated=165.7M(66%)
Writable regions: Total=2.5G written=2.2G(89%) resident=2.4G(96%)
swapped_out=0K(0%) unallocated=104.7M(4%)
REGION TYPE VIRTUAL
=========== =======
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shared memory 4K
=========== =======
TOTAL 2.8G
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3, 5.5
--
Jérôme Kieffer
tel +33 476 882 445
4 years, 3 months
- 1
- 0
Re: [PyOpenCL] RuntimeError: clEnqueueReadBuffer failed: out of resources
by Andreas Kloeckner
Hi Ewald,
Ewald Zietsman <ewald.zietsman(a)gmail.com> writes:
> I'm trying to figure out exactly why I'm getting the above error. I'm
> assuming I'm trying to allocate too big a chunk of memory at a time, I got
> around this before by splitting the problem into smaller bits and doing
> them one by one and concatenating the results. Now I'd like to figure out
> what is the limits of the hardware. Can I do this via the pyopencl api?
I've previously gotten this error for accessing out-of-bounds memory on
the GPU, less so for running out of memory. I'm mentioning this to
suggest that you keep causes other than 'out of memory' in mind, as
out-of-memory errors generally raise different codes.
To answer your actual question, it turns out that finding out how much
memory is available in a single chunk is actually not very easy, and
since CL allows allocating memory lazily, even alloc-and-fail loops
aren't bulletproof unless you actually access that memory. The best
guess comes from a combination of
http://documen.tician.de/pyopencl/runtime.html#pyopencl.device_info.GLOBA...
and
http://documen.tician.de/pyopencl/runtime.html#pyopencl.device_info.MAX_M...
HTH,
Andreas
4 years, 3 months
- 1
- 0
RuntimeError: clEnqueueReadBuffer failed: out of resources
by Ewald Zietsman
Hi All,
I'm trying to figure out exactly why I'm getting the above error. I'm
assuming I'm trying to allocate too big a chunk of memory at a time, I got
around this before by splitting the problem into smaller bits and doing
them one by one and concatenating the results. Now I'd like to figure out
what is the limits of the hardware. Can I do this via the pyopencl api?
4 years, 3 months
- 1
- 0
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