Task 14740637
| Name | MNISTbadnetv2_alpha10-1655308253-22694-0_0 |
| Workunit | 11751867 |
| Created | 15 Jun 2022, 15:50:54 UTC |
| Sent | 16 Jun 2022, 0:41:07 UTC |
| Report deadline | 24 Jun 2022, 0:41:07 UTC |
| Received | 18 Jun 2022, 2:45:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 22578 |
| Run time | 2 hours 27 min 28 sec |
| CPU time | 1 hours 5 min 22 sec |
| Validate state | Valid |
| Credit | 471.30 |
| Device peak FLOPS | 2.84 GFLOPS |
| Application version | Machine Learning Dataset Generator v9.90 x86_64-pc-linux-gnu |
| Peak working set size | 356.47 MB |
| Peak swap size | 578.80 MB |
| Peak disk usage | 29.45 MB |
Stderr output
<core_client_version>7.19.0</core_client_version> <![CDATA[ <stderr_txt> 22:27:40 (187780): wrapper (7.16.26016): starting 22:27:40 (187780): wrapper (7.16.26016): starting [DEBUG] replacing '$PROJECT_DIR' with '/mnt/boinc/projects/www.mlcathome.org_mlcathome' [DEBUG] replacing '$NTHREADS' with '1' [DEBUG] replacing '$PWD' with '/mnt/boinc/slots/1' [DEBUG] replacing '$PROJECT_DIR' with '/mnt/boinc/projects/www.mlcathome.org_mlcathome' [DEBUG] replacing '$NTHREADS' with '1' [DEBUG] replacing '$PWD' with '/mnt/boinc/slots/1' [DEBUG] replacing '$PROJECT_DIR' with '/mnt/boinc/projects/www.mlcathome.org_mlcathome' [DEBUG] replacing '$NTHREADS' with '1' [DEBUG] replacing '$PWD' with '/mnt/boinc/slots/1' [DEBUG] replacing '$PROJECT_DIR' with '/mnt/boinc/projects/www.mlcathome.org_mlcathome' [DEBUG] replacing '$NTHREADS' with '1' [DEBUG] replacing '$PWD' with '/mnt/boinc/slots/1' 22:27:40 (187780): wrapper: running ../../projects/www.mlcathome.org_mlcathome/mlds_9.90_x86_64-pc-linux-gnu (--nthreads 1 -a DENSE -w 384 -b 8 --lr 0.0001 --dropout 0.20 --maxepoch 128) Worker PID is 187782 Machine Learning Dataset Generator v9.90 (Linux/x86_64) (libTorch: release/1.9) [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume 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wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume 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[DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: 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[DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume 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suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume 01:11:30 (187780): mlds exited; CPU time 3871.219449 01:11:30 (187780): cpu time 3922.290000, checkpoint CPU time 3922.290000 frac done 1.000000 01:11:30 (187780): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)