Task 15170051
| Name | MNISTbadnet_alpha05-1655588294-14932-0_1 |
| Workunit | 12039174 |
| Created | 23 Jun 2022, 7:33:03 UTC |
| Sent | 23 Jun 2022, 7:39:09 UTC |
| Report deadline | 1 Jul 2022, 7:39:09 UTC |
| Received | 23 Jun 2022, 23:59:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 22586 |
| Run time | 1 hours 9 min 57 sec |
| CPU time | 1 hours 5 min 5 sec |
| Validate state | Valid |
| Credit | 471.30 |
| Device peak FLOPS | 2.73 GFLOPS |
| Application version | Machine Learning Dataset Generator v9.90 x86_64-pc-linux-gnu |
| Peak working set size | 395.39 MB |
| Peak swap size | 579.54 MB |
| Peak disk usage | 29.33 MB |
Stderr output
<core_client_version>7.19.0</core_client_version> <![CDATA[ <stderr_txt> 17:40:57 (1424679): wrapper (7.16.26016): starting 17:40:57 (1424679): 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' 17:40:57 (1424679): 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 1424684 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 [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] 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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: 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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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wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] 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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 [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume [DEBUG] wrapper: suspend [DEBUG] wrapper: resume 18:58:39 (1424679): mlds exited; CPU time 3891.006703 18:58:39 (1424679): cpu time 3905.030000, checkpoint CPU time 3905.030000 frac done 1.000000 18:58:39 (1424679): 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)