PSPNet icon indicating copy to clipboard operation
PSPNet copied to clipboard

Hi, GPU GTX 1070 8G memory is not enough?

Open Leequens opened this issue 6 years ago • 1 comments

Hi, thanks for your work, I use GTX 1070 8G memory to run the eval_all.m. But it tell me out of memory. Is it not enough?

The error is:

processing 1 (500)... F1013 10:40:02.524335 4443 syncedmem.cpp:56] Check failed: error == cudaSuccess (2 vs. 0) out of memory *** Check failure stack trace: ***


          abort() detected at Sat Oct 13 10:40:02 2018

Configuration: Crash Decoding : Disabled Current Visual : None Default Encoding : UTF-8 GNU C Library : 2.23 stable MATLAB Architecture: glnxa64 MATLAB Root : /usr/local/MATLAB/R2014a MATLAB Version : 8.3.0.532 (R2014a) Operating System : Linux 4.15.0-36-generic #39~16.04.1-Ubuntu SMP Tue Sep 25 08:59:23 UTC 2018 x86_64 Processor ID : x86 Family 6 Model 158 Stepping 10, GenuineIntel Virtual Machine : Java 1.7.0_11-b21 with Oracle Corporation Java HotSpot(TM) 64-Bit Server VM mixed mode Window System : No active display

Fault Count: 1

Abnormal termination: abort()

Register State (from fault): RAX = 0000000000000000 RBX = 00007fdbbc5f8420 RCX = 00007fdc42d90428 RDX = 0000000000000006 RSP = 00007fdc2bfee848 RBP = 00007fdc2bfeeb20 RSI = 000000000000115b RDI = 0000000000001119

R8 = 0000000000000081 R9 = 0000000000000000 R10 = 0000000000000008 R11 = 0000000000000202 R12 = 00007fdbbc5f8480 R13 = 000000000000006a R14 = 00007fdbbc5f8420 R15 = 00007fdbbc5ffde0

RIP = 00007fdc42d90428 EFL = 0000000000000202

CS = 0033 FS = 0000 GS = 0000

Stack Trace (from fault): [ 0] 0x00007fdc42d90428 /lib/x86_64-linux-gnu/libc.so.6+00218152 gsignal+00000056 [ 1] 0x00007fdc42d9202a /lib/x86_64-linux-gnu/libc.so.6+00225322 abort+00000362 [ 2] 0x00007fdbbc3e3e49 /usr/lib/x86_64-linux-gnu/libglog.so.0+00040521 [ 3] 0x00007fdbbc3e55cd /usr/lib/x86_64-linux-gnu/libglog.so.0+00046541 [ 4] 0x00007fdbbc3e7433 /usr/lib/x86_64-linux-gnu/libglog.so.0+00054323 ZN6google10LogMessage9SendToLogEv+00000643 [ 5] 0x00007fdbbc3e515b /usr/lib/x86_64-linux-gnu/libglog.so.0+00045403 ZN6google10LogMessage5FlushEv+00000187 [ 6] 0x00007fdbbc3e7e1e /usr/lib/x86_64-linux-gnu/libglog.so.0+00056862 ZN6google15LogMessageFatalD2Ev+00000014 [ 7] 0x00007fdbc3439380 /home/leequens/PSPNet/matlab/+caffe/private/caffe.mexa64+02823040 [ 8] 0x00007fdbc3438349 /home/leequens/PSPNet/matlab/+caffe/private/caffe.mexa64+02818889 [ 9] 0x00007fdbc3442a72 /home/leequens/PSPNet/matlab/+caffe/private/caffe.mexa64+02861682 [ 10] 0x00007fdbc33be93f /home/leequens/PSPNet/matlab/+caffe/private/caffe_.mexa64+02320703 [ 11] 0x00007fdbc324ff32 /home/leequens/PSPNet/matlab/+caffe/private/caffe_.mexa64+00818994 [ 12] 0x00007fdbc3250086 /home/leequens/PSPNet/matlab/+caffe/private/caffe_.mexa64+00819334 [ 13] 0x00007fdbc31d6fe2 /home/leequens/PSPNet/matlab/+caffe/private/caffe_.mexa64+00323554 [ 14] 0x00007fdbc31d811c /home/leequens/PSPNet/matlab/+caffe/private/caffe_.mexa64+00327964 mexFunction+00000169 [ 15] 0x00007fdc3acbd72a /usr/local/MATLAB/R2014a/bin/glnxa64/libmex.so+00120618 mexRunMexFile+00000090 [ 16] 0x00007fdc3acb9a94 /usr/local/MATLAB/R2014a/bin/glnxa64/libmex.so+00105108 [ 17] 0x00007fdc3acbafb4 /usr/local/MATLAB/R2014a/bin/glnxa64/libmex.so+00110516 [ 18] 0x00007fdc3a0b4ad9 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_dispatcher.so+00670425 ZN8Mfh_file11dispatch_fhEiPP11mxArray_tagiS2+00000697 [ 19] 0x00007fdc3918b20e /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02601486 [ 20] 0x00007fdc391461d0 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02318800 [ 21] 0x00007fdc391481ea /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02327018 [ 22] 0x00007fdc3914b167 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02339175 [ 23] 0x00007fdc3914926f /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02331247 [ 24] 0x00007fdc39149ec4 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02334404 [ 25] 0x00007fdc391a730b /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02716427 [ 26] 0x00007fdc3a0b4ad9 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_dispatcher.so+00670425 ZN8Mfh_file11dispatch_fhEiPP11mxArray_tagiS2+00000697 [ 27] 0x00007fdc39cec6e8 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+01566440 [ 28] 0x00007fdc39c96a02 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+01214978 [ 29] 0x00007fdc39c9838e /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+01221518 [ 30] 0x00007fdc39c9ae50 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+01232464 [ 31] 0x00007fdc39c9873d /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+01222461 [ 32] 0x00007fdc39d5a1f0 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+02015728 [ 33] 0x00007fdc3a063874 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_dispatcher.so+00338036 ZN13Mfh_MATLAB_fn11dispatch_fhEiPP11mxArray_tagiS2+00000244 [ 34] 0x00007fdc39d5b031 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+02019377 [ 35] 0x00007fdc3918ae4e /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02600526 [ 36] 0x00007fdc3919e524 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02680100 [ 37] 0x00007fdc3919e9f0 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02681328 [ 38] 0x00007fdc3919f9d6 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02685398 [ 39] 0x00007fdc39131046 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02232390 [ 40] 0x00007fdc3912ba15 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02210325 [ 41] 0x00007fdc39147233 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02322995 [ 42] 0x00007fdc3914b167 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02339175 [ 43] 0x00007fdc3914926f /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02331247 [ 44] 0x00007fdc39149ec4 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02334404 [ 45] 0x00007fdc391a730b /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02716427 [ 46] 0x00007fdc3a0b4ad9 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_dispatcher.so+00670425 ZN8Mfh_file11dispatch_fhEiPP11mxArray_tagiS2+00000697 [ 47] 0x00007fdc39cec6e8 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+01566440 [ 48] 0x00007fdc39c96a02 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+01214978 [ 49] 0x00007fdc39c9838e /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+01221518 [ 50] 0x00007fdc39c9ae50 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+01232464 [ 51] 0x00007fdc39c9873d /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+01222461 [ 52] 0x00007fdc39d5a1f0 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+02015728 [ 53] 0x00007fdc3a063874 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_dispatcher.so+00338036 ZN13Mfh_MATLAB_fn11dispatch_fhEiPP11mxArray_tagiS2+00000244 [ 54] 0x00007fdc39d5b031 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcos.so+02019377 [ 55] 0x00007fdc3918ae4e /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02600526 [ 56] 0x00007fdc3919e524 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02680100 [ 57] 0x00007fdc3919e9f0 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02681328 [ 58] 0x00007fdc3919f9d6 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02685398 [ 59] 0x00007fdc39131046 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02232390 [ 60] 0x00007fdc3912ba15 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02210325 [ 61] 0x00007fdc39147233 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02322995 [ 62] 0x00007fdc3914b167 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02339175 [ 63] 0x00007fdc3914926f /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02331247 [ 64] 0x00007fdc39149ec4 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02334404 [ 65] 0x00007fdc391a730b /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02716427 [ 66] 0x00007fdc3a0b4ad9 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_dispatcher.so+00670425 ZN8Mfh_file11dispatch_fhEiPP11mxArray_tagiS2+00000697 [ 67] 0x00007fdc3918b20e /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02601486 [ 68] 0x00007fdc391461d0 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02318800 [ 69] 0x00007fdc391481ea /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02327018 [ 70] 0x00007fdc3914b167 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02339175 [ 71] 0x00007fdc3914926f /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02331247 [ 72] 0x00007fdc39149ec4 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02334404 [ 73] 0x00007fdc391a730b /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02716427 [ 74] 0x00007fdc3a0b4ad9 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_dispatcher.so+00670425 ZN8Mfh_file11dispatch_fhEiPP11mxArray_tagiS2+00000697 [ 75] 0x00007fdc3918b20e /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02601486 [ 76] 0x00007fdc391461d0 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02318800 [ 77] 0x00007fdc391481ea /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02327018 [ 78] 0x00007fdc3914b167 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02339175 [ 79] 0x00007fdc3914926f /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02331247 [ 80] 0x00007fdc39149ec4 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02334404 [ 81] 0x00007fdc391a730b /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02716427 [ 82] 0x00007fdc3a0b4ad9 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_dispatcher.so+00670425 ZN8Mfh_file11dispatch_fhEiPP11mxArray_tagiS2+00000697 [ 83] 0x00007fdc393512b4 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+04461236 [ 84] 0x00007fdc39352bc9 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+04467657 [ 85] 0x00007fdc393533fc /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+04469756 [ 86] 0x00007fdc391cd6e3 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02873059 [ 87] 0x00007fdc391dd09e /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02936990 [ 88] 0x00007fdc391dd183 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02937219 [ 89] 0x00007fdc39313172 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+04206962 [ 90] 0x00007fdc39148589 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02327945 [ 91] 0x00007fdc3914b167 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02339175 [ 92] 0x00007fdc3914926f /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02331247 [ 93] 0x00007fdc39149ec4 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02334404 [ 94] 0x00007fdc391a730b /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02716427 [ 95] 0x00007fdc3a0b4c5f /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_dispatcher.so+00670815 ZN8Mfh_file11dispatch_fhEiPP11mxArray_tagiS2+00001087 [ 96] 0x00007fdc393512b4 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+04461236 [ 97] 0x00007fdc39352bc9 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+04467657 [ 98] 0x00007fdc393533fc /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+04469756 [ 99] 0x00007fdc391cd6e3 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02873059 [100] 0x00007fdc391dd09e /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02936990 [101] 0x00007fdc391dd183 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02937219 [102] 0x00007fdc39313172 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+04206962 [103] 0x00007fdc39149df8 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02334200 [104] 0x00007fdc391a730b /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02716427 [105] 0x00007fdc3a0b4c5f /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_dispatcher.so+00670815 ZN8Mfh_file11dispatch_fhEiPP11mxArray_tagiS2+00001087 [106] 0x00007fdc3917a135 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02531637 [107] 0x00007fdc391410d9 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02298073 [108] 0x00007fdc3913e9e1 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02288097 [109] 0x00007fdc3913ebf1 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02288625 [110] 0x00007fdc39140290 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+02294416 [111] 0x00007fdc390e5a75 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwm_interpreter.so+01923701 _Z51inEvalCmdWithLocalReturnInDesiredWSAndPublishEventsPKcPibbP15inWorkSpace_tag+00000085 [112] 0x00007fdc3b19ce68 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwiqm.so+00650856 _ZNK3iqm18InternalEvalPlugin24inEvalCmdWithLocalReturnERKSbIDsSt11char_traitsIDsESaIDsEEP15inWorkSpace_tag+00000120 [113] 0x00007fdc3b19d328 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwiqm.so+00652072 _ZN3iqm18InternalEvalPlugin7executeEP15inWorkSpace_tagRN5boost10shared_ptrIN14cmddistributor17IIPCompletedEventEEE+00000120 [114] 0x00007fdc442120c5 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcr.so+00434373 [115] 0x00007fdc3b18f565 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwiqm.so+00595301 [116] 0x00007fdc3b17db05 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwiqm.so+00523013 [117] 0x00007fdc3aee2ad9 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwbridge.so+00121561 _Z10ioReadLinebP8_IO_FILERKN5boost8optionalIKP15inWorkSpace_tagEEb+00000345 [118] 0x00007fdc3aee3081 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwbridge.so+00123009 [119] 0x00007fdc3aee7c2d /usr/local/MATLAB/R2014a/bin/glnxa64/libmwbridge.so+00142381 [120] 0x00007fdc3aee7fe9 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwbridge.so+00143337 [121] 0x00007fdc3aee870b /usr/local/MATLAB/R2014a/bin/glnxa64/libmwbridge.so+00145163 _Z8mnParserv+00000587 [122] 0x00007fdc4421f92f /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcr.so+00489775 _ZN11mcrInstance30mnParser_on_interpreter_threadEv+00000031 [123] 0x00007fdc44200b6d /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcr.so+00363373 [124] 0x00007fdc44200be9 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwmcr.so+00363497 [125] 0x00007fdc448cfe33 /usr/local/MATLAB/R2014a/bin/glnxa64/libmwservices.so+01646131 _ZN10eventqueue18UserEventQueueImpl5flushEv+00000611 [126] 0x00007fdc388561ed /usr/local/MATLAB/R2014a/bin/glnxa64/libmwuix.so+00221677 [127] 0x00007fdc449756ea /usr/local/MATLAB/R2014a/bin/glnxa64/libmwservices.so+02324202

This error was detected while a MEX-file was running. If the MEX-file is not an official MathWorks function, please examine its source code for errors. Please consult the External Interfaces Guide for information on debugging MEX-files.

If this problem is reproducible, please submit a Service Request via: http://www.mathworks.com/support/contact_us/

A technical support engineer might contact you with further information.

Thank you for your help.** This crash report has been saved to disk as /home/leequens/matlab_crash_dump.4377-1 **

MATLAB is exiting because of fatal error Killed

Leequens avatar Oct 14 '18 01:10 Leequens

Depends on the model you want to use. The PSPNet101 trained on Cityscapes requires about 9.6GB memory, while the smaller PSPNet50 trained on ADE20K requires only about 3 GB.

Shikherneo2 avatar Aug 09 '19 18:08 Shikherneo2