Task 2828705
| Name | rand_automata_0025-1604983846-10261-0_1 |
| Workunit | 1263963 |
| Created | 11 Nov 2020, 3:21:19 UTC |
| Sent | 11 Nov 2020, 3:22:47 UTC |
| Report deadline | 12 Nov 2020, 1:52:47 UTC |
| Received | 11 Nov 2020, 11:19:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 13 min 25 sec |
| CPU time | 12 min 43 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 4,174.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.04 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 970) [2020-11-11 13:06:06 main:435] : INFO : Set logging level to 1 [2020-11-11 13:06:06 main:441] : INFO : Running in BOINC Client mode [2020-11-11 13:06:06 main:444] : INFO : Resolving all filenames [2020-11-11 13:06:06 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 (exists = 1) [2020-11-11 13:06:06 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-1604983846-10261-0_1_r1145395941_1 (exists = 0) [2020-11-11 13:06:06 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-1604983846-10261-0_1_r1145395941_0 (exists = 0) [2020-11-11 13:06:06 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-11 13:06:06 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 13:06:06 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 [2020-11-11 13:06:06 main:474] : INFO : Configuration: [2020-11-11 13:06:06 main:475] : INFO : Model type: LSTM [2020-11-11 13:06:06 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 13:06:06 main:477] : INFO : Max Epochs: 192 [2020-11-11 13:06:06 main:478] : INFO : Batch Size: 32 [2020-11-11 13:06:07 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 13:06:07 main:480] : INFO : Patience: 10 [2020-11-11 13:06:07 main:481] : INFO : Hidden Width: 64 [2020-11-11 13:06:07 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 13:06:07 main:483] : INFO : # Backend Layers: 2 [2020-11-11 13:06:07 main:484] : INFO : # Threads: 1 [2020-11-11 13:06:07 main:486] : INFO : Preparing Dataset [2020-11-11 13:06:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 into memory [2020-11-11 13:06:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 into memory [2020-11-11 13:06:09 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 13:06:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 into memory [2020-11-11 13:06:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 into memory [2020-11-11 13:06:09 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 13:06:09 main:494] : INFO : Creating Model [2020-11-11 13:06:09 main:507] : INFO : Preparing config file [2020-11-11 13:06:09 main:519] : INFO : Creating new config file [2020-11-11 13:06:10 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 13:06:10 main:562] : INFO : Starting Training [2020-11-11 13:06:15 main:574] : INFO : Epoch 1 | loss: 0.0660603 | val_loss: 0.0657216 | Time: 4411.62 ms [2020-11-11 13:06:19 main:574] : INFO : Epoch 2 | loss: 0.064432 | val_loss: 0.0627597 | Time: 3818.99 ms [2020-11-11 13:06:23 main:574] : INFO : Epoch 3 | loss: 0.0614664 | val_loss: 0.0600035 | Time: 4120.79 ms [2020-11-11 13:06:27 main:574] : INFO : Epoch 4 | loss: 0.0586351 | val_loss: 0.0572921 | Time: 3845.04 ms [2020-11-11 13:06:31 main:574] : INFO : Epoch 5 | loss: 0.0562897 | val_loss: 0.0552569 | Time: 4116.67 ms [2020-11-11 13:06:35 main:574] : INFO : Epoch 6 | loss: 0.0544912 | val_loss: 0.0536822 | Time: 4071.44 ms [2020-11-11 13:06:39 main:574] : INFO : Epoch 7 | loss: 0.0529981 | val_loss: 0.052294 | Time: 3825.66 ms [2020-11-11 13:06:43 main:574] : INFO : Epoch 8 | loss: 0.0515699 | val_loss: 0.0508759 | Time: 4105.6 ms [2020-11-11 13:06:47 main:574] : INFO : Epoch 9 | loss: 0.0501426 | val_loss: 0.0494859 | Time: 3887.05 ms [2020-11-11 13:06:51 main:574] : INFO : Epoch 10 | loss: 0.0486218 | val_loss: 0.0479556 | Time: 4152.86 ms [2020-11-11 13:06:55 main:574] : INFO : Epoch 11 | loss: 0.0469783 | val_loss: 0.0461689 | Time: 4073.56 ms [2020-11-11 13:06:59 main:574] : INFO : Epoch 12 | loss: 0.0449915 | val_loss: 0.0441977 | Time: 3906.13 ms [2020-11-11 13:07:03 main:574] : INFO : Epoch 13 | loss: 0.0428352 | val_loss: 0.0424162 | Time: 4137.74 ms [2020-11-11 13:07:07 main:574] : INFO : Epoch 14 | loss: 0.0402547 | val_loss: 0.0401176 | Time: 3851.73 ms [2020-11-11 13:07:11 main:574] : INFO : Epoch 15 | loss: 0.0373213 | val_loss: 0.0371431 | Time: 4091.06 ms [2020-11-11 13:07:16 main:574] : INFO : Epoch 16 | loss: 0.0344629 | val_loss: 0.0337609 | Time: 4074.47 ms [2020-11-11 13:07:20 main:574] : INFO : Epoch 17 | loss: 0.0311141 | val_loss: 0.0305255 | Time: 3882.21 ms [2020-11-11 13:07:24 main:574] : INFO : Epoch 18 | loss: 0.0353456 | val_loss: 0.030939 | Time: 4142.02 ms [2020-11-11 13:07:28 main:574] : INFO : Epoch 19 | loss: 0.0290747 | val_loss: 0.0322531 | Time: 3824.32 ms [2020-11-11 13:07:32 main:574] : INFO : Epoch 20 | loss: 0.0262471 | val_loss: 0.0239105 | Time: 4075.17 ms [2020-11-11 13:07:36 main:574] : INFO : Epoch 21 | loss: 0.0213315 | val_loss: 0.0213814 | Time: 4005.68 ms [2020-11-11 13:07:40 main:574] : INFO : Epoch 22 | loss: 0.0185778 | val_loss: 0.022736 | Time: 3879.61 ms [2020-11-11 13:07:44 main:574] : INFO : Epoch 23 | loss: 0.0211329 | val_loss: 0.0180353 | Time: 4121.09 ms [2020-11-11 13:07:48 main:574] : INFO : Epoch 24 | loss: 0.0177211 | val_loss: 0.0177069 | Time: 3838.66 ms [2020-11-11 13:07:52 main:574] : INFO : Epoch 25 | loss: 0.0175604 | val_loss: 0.0157646 | Time: 4152.6 ms [2020-11-11 13:07:56 main:574] : INFO : Epoch 26 | loss: 0.0128973 | val_loss: 0.0227055 | Time: 3971.8 ms [2020-11-11 13:08:00 main:574] : INFO : Epoch 27 | loss: 0.0171481 | val_loss: 0.0518427 | Time: 4038.98 ms [2020-11-11 13:08:04 main:574] : INFO : Epoch 28 | loss: 0.0327075 | val_loss: 0.0197507 | Time: 4166.62 ms [2020-11-11 13:08:08 main:574] : INFO : Epoch 29 | loss: 0.0147254 | val_loss: 0.0134851 | Time: 3788.85 ms [2020-11-11 13:08:12 main:574] : INFO : Epoch 30 | loss: 0.0110213 | val_loss: 0.0104764 | Time: 4179.96 ms [2020-11-11 13:08:16 main:574] : INFO : Epoch 31 | loss: 0.0097409 | val_loss: 0.00963491 | Time: 3858.74 ms [2020-11-11 13:08:21 main:574] : INFO : Epoch 32 | loss: 0.00920493 | val_loss: 0.00942403 | Time: 4139.1 ms [2020-11-11 13:08:25 main:574] : INFO : Epoch 33 | loss: 0.00872585 | val_loss: 0.00962301 | Time: 4176.66 ms [2020-11-11 13:08:29 main:574] : INFO : Epoch 34 | loss: 0.00842765 | val_loss: 0.00841698 | Time: 3827.85 ms [2020-11-11 13:08:33 main:574] : INFO : Epoch 35 | loss: 0.00814774 | val_loss: 0.00821858 | Time: 4138.4 ms [2020-11-11 13:08:37 main:574] : INFO : Epoch 36 | loss: 0.00774793 | val_loss: 0.00781714 | Time: 3797.77 ms [2020-11-11 13:08:41 main:574] : INFO : Epoch 37 | loss: 0.00745012 | val_loss: 0.00763891 | Time: 4096.46 ms [2020-11-11 13:08:45 main:574] : INFO : Epoch 38 | loss: 0.00725905 | val_loss: 0.00732544 | Time: 4159.64 ms [2020-11-11 13:08:49 main:574] : INFO : Epoch 39 | loss: 0.00697083 | val_loss: 0.00706886 | Time: 3823.18 ms [2020-11-11 13:08:53 main:574] : INFO : Epoch 40 | loss: 0.00794114 | val_loss: 0.0083275 | Time: 4116.13 ms [2020-11-11 13:08:57 main:574] : INFO : Epoch 41 | loss: 0.00690468 | val_loss: 0.00671293 | Time: 3853.02 ms [2020-11-11 13:09:01 main:574] : INFO : Epoch 42 | loss: 0.00641046 | val_loss: 0.00642426 | Time: 4111.39 ms [2020-11-11 13:09:06 main:574] : INFO : Epoch 43 | loss: 0.00618986 | val_loss: 0.00622706 | Time: 4072.15 ms [2020-11-11 13:09:09 main:574] : INFO : Epoch 44 | loss: 0.00595252 | val_loss: 0.00598918 | Time: 3847.86 ms [2020-11-11 13:09:14 main:574] : INFO : Epoch 45 | loss: 0.00575528 | val_loss: 0.0057989 | Time: 4128.55 ms [2020-11-11 13:09:17 main:574] : INFO : Epoch 46 | loss: 0.00556821 | val_loss: 0.00559713 | Time: 3816.78 ms [2020-11-11 13:09:22 main:574] : INFO : Epoch 47 | loss: 0.00538738 | val_loss: 0.00546451 | Time: 4113.3 ms [2020-11-11 13:09:26 main:574] : INFO : Epoch 48 | loss: 0.00520574 | val_loss: 0.00522568 | Time: 4056.14 ms [2020-11-11 13:09:30 main:574] : INFO : Epoch 49 | loss: 0.00503086 | val_loss: 0.00503589 | Time: 3917.27 ms [2020-11-11 13:09:34 main:574] : INFO : Epoch 50 | loss: 0.00486172 | val_loss: 0.00488239 | Time: 4121.79 ms [2020-11-11 13:09:38 main:574] : INFO : Epoch 51 | loss: 0.00470294 | val_loss: 0.00471143 | Time: 3860.65 ms [2020-11-11 13:09:42 main:574] : INFO : Epoch 52 | loss: 0.00454842 | val_loss: 0.00455625 | Time: 4140.68 ms [2020-11-11 13:09:46 main:574] : INFO : Epoch 53 | loss: 0.00438448 | val_loss: 0.00438063 | Time: 3988.41 ms [2020-11-11 13:09:50 main:574] : INFO : Epoch 54 | loss: 0.00423113 | val_loss: 0.00422944 | Time: 3980.2 ms [2020-11-11 13:09:54 main:574] : INFO : Epoch 55 | loss: 0.00408509 | val_loss: 0.00408223 | Time: 4083.28 ms [2020-11-11 13:09:58 main:574] : INFO : Epoch 56 | loss: 0.00394225 | val_loss: 0.00393491 | Time: 3828.87 ms [2020-11-11 13:10:02 main:574] : INFO : Epoch 57 | loss: 0.00380378 | val_loss: 0.00379457 | Time: 4137.53 ms [2020-11-11 13:10:06 main:574] : INFO : Epoch 58 | loss: 0.00366956 | val_loss: 0.0036529 | Time: 3911.74 ms [2020-11-11 13:10:10 main:574] : INFO : Epoch 59 | loss: 0.00353915 | val_loss: 0.00352169 | Time: 4003.08 ms [2020-11-11 13:10:14 main:574] : INFO : Epoch 60 | loss: 0.00341245 | val_loss: 0.00340022 | Time: 4115.85 ms [2020-11-11 13:10:18 main:574] : INFO : Epoch 61 | loss: 0.00329025 | val_loss: 0.00327342 | Time: 3818.16 ms [2020-11-11 13:10:22 main:574] : INFO : Epoch 62 | loss: 0.00317082 | val_loss: 0.00315599 | Time: 3948.25 ms [2020-11-11 13:10:26 main:574] : INFO : Epoch 63 | loss: 0.00305611 | val_loss: 0.00303801 | Time: 3799.94 ms [2020-11-11 13:10:31 main:574] : INFO : Epoch 64 | loss: 0.00294493 | val_loss: 0.00292964 | Time: 4113.95 ms [2020-11-11 13:10:35 main:574] : INFO : Epoch 65 | loss: 0.00283671 | val_loss: 0.00282043 | Time: 4140.63 ms [2020-11-11 13:10:39 main:574] : INFO : Epoch 66 | loss: 0.00273381 | val_loss: 0.00271981 | Time: 3849.95 ms [2020-11-11 13:10:43 main:574] : INFO : Epoch 67 | loss: 0.00263402 | val_loss: 0.00261611 | Time: 4138.28 ms [2020-11-11 13:10:47 main:574] : INFO : Epoch 68 | loss: 0.00253788 | val_loss: 0.00252593 | Time: 3832.3 ms [2020-11-11 13:10:51 main:574] : INFO : Epoch 69 | loss: 0.00244469 | val_loss: 0.00243184 | Time: 4098.53 ms [2020-11-11 13:10:55 main:574] : INFO : Epoch 70 | loss: 0.00235494 | val_loss: 0.00234445 | Time: 4199.45 ms [2020-11-11 13:10:59 main:574] : INFO : Epoch 71 | loss: 0.00226924 | val_loss: 0.00225697 | Time: 4044.99 ms [2020-11-11 13:11:04 main:574] : INFO : Epoch 72 | loss: 0.00218538 | val_loss: 0.00217113 | Time: 4211.66 ms [2020-11-11 13:11:07 main:574] : INFO : Epoch 73 | loss: 0.00210561 | val_loss: 0.00209435 | Time: 3853.1 ms [2020-11-11 13:11:12 main:574] : INFO : Epoch 74 | loss: 0.00202732 | val_loss: 0.00201837 | Time: 4148.39 ms [2020-11-11 13:11:16 main:574] : INFO : Epoch 75 | loss: 0.00195285 | val_loss: 0.00194118 | Time: 4053.78 ms [2020-11-11 13:11:20 main:574] : INFO : Epoch 76 | loss: 0.00188096 | val_loss: 0.00187219 | Time: 3930.16 ms [2020-11-11 13:11:24 main:574] : INFO : Epoch 77 | loss: 0.00181115 | val_loss: 0.00180382 | Time: 4129.73 ms [2020-11-11 13:11:28 main:574] : INFO : Epoch 78 | loss: 0.00174838 | val_loss: 0.00173899 | Time: 3863.1 ms [2020-11-11 13:11:32 main:574] : INFO : Epoch 79 | loss: 0.00167976 | val_loss: 0.00167405 | Time: 4110.29 ms [2020-11-11 13:11:36 main:574] : INFO : Epoch 80 | loss: 0.00161918 | val_loss: 0.00160897 | Time: 3961.38 ms [2020-11-11 13:11:40 main:574] : INFO : Epoch 81 | loss: 0.00155744 | val_loss: 0.00154869 | Time: 4001.33 ms [2020-11-11 13:11:44 main:574] : INFO : Epoch 82 | loss: 0.00150116 | val_loss: 0.00149073 | Time: 4084.13 ms [2020-11-11 13:11:48 main:574] : INFO : Epoch 83 | loss: 0.0014452 | val_loss: 0.00143767 | Time: 3834.26 ms [2020-11-11 13:11:52 main:574] : INFO : Epoch 84 | loss: 0.00139136 | val_loss: 0.00138588 | Time: 4122.78 ms [2020-11-11 13:11:56 main:574] : INFO : Epoch 85 | loss: 0.00133963 | val_loss: 0.00133144 | Time: 3929.11 ms [2020-11-11 13:12:00 main:574] : INFO : Epoch 86 | loss: 0.0012914 | val_loss: 0.00128491 | Time: 4009.2 ms [2020-11-11 13:12:04 main:574] : INFO : Epoch 87 | loss: 0.00124452 | val_loss: 0.00124202 | Time: 4141.68 ms [2020-11-11 13:12:08 main:574] : INFO : Epoch 88 | loss: 0.00119789 | val_loss: 0.00119504 | Time: 3824.35 ms [2020-11-11 13:12:12 main:574] : INFO : Epoch 89 | loss: 0.00115393 | val_loss: 0.00115012 | Time: 4092.52 ms [2020-11-11 13:12:16 main:574] : INFO : Epoch 90 | loss: 0.00111261 | val_loss: 0.00110715 | Time: 3868.32 ms [2020-11-11 13:12:20 main:574] : INFO : Epoch 91 | loss: 0.00107229 | val_loss: 0.00107018 | Time: 4091.2 ms [2020-11-11 13:12:25 main:574] : INFO : Epoch 92 | loss: 0.00103308 | val_loss: 0.00103119 | Time: 4130.84 ms [2020-11-11 13:12:29 main:574] : INFO : Epoch 93 | loss: 0.000997135 | val_loss: 0.000994248 | Time: 3836.95 ms [2020-11-11 13:12:33 main:574] : INFO : Epoch 94 | loss: 0.000961404 | val_loss: 0.000963589 | Time: 4098.93 ms [2020-11-11 13:12:37 main:574] : INFO : Epoch 95 | loss: 0.000927724 | val_loss: 0.000961244 | Time: 3835.45 ms [2020-11-11 13:12:41 main:574] : INFO : Epoch 96 | loss: 0.000897916 | val_loss: 0.000893206 | Time: 4083.43 ms [2020-11-11 13:12:45 main:574] : INFO : Epoch 97 | loss: 0.00086467 | val_loss: 0.00086198 | Time: 4113.65 ms [2020-11-11 13:12:49 main:574] : INFO : Epoch 98 | loss: 0.000833689 | val_loss: 0.000834157 | Time: 3820.56 ms [2020-11-11 13:12:53 main:574] : INFO : Epoch 99 | loss: 0.000805005 | val_loss: 0.00080853 | Time: 4135.68 ms [2020-11-11 13:12:57 main:574] : INFO : Epoch 100 | loss: 0.000777806 | val_loss: 0.000781265 | Time: 3809.13 ms [2020-11-11 13:13:01 main:574] : INFO : Epoch 101 | loss: 0.000752432 | val_loss: 0.000760157 | Time: 4127.31 ms [2020-11-11 13:13:05 main:574] : INFO : Epoch 102 | loss: 0.0007264 | val_loss: 0.000735581 | Time: 4088.5 ms [2020-11-11 13:13:09 main:574] : INFO : Epoch 103 | loss: 0.000703406 | val_loss: 0.0007078 | Time: 3843.03 ms [2020-11-11 13:13:13 main:574] : INFO : Epoch 104 | loss: 0.000679098 | val_loss: 0.000681393 | Time: 4070.62 ms [2020-11-11 13:13:17 main:574] : INFO : Epoch 105 | loss: 0.00065737 | val_loss: 0.000661744 | Time: 3835.39 ms [2020-11-11 13:13:21 main:574] : INFO : Epoch 106 | loss: 0.000636694 | val_loss: 0.000639094 | Time: 4161.47 ms [2020-11-11 13:13:25 main:574] : INFO : Epoch 107 | loss: 0.000615838 | val_loss: 0.000621841 | Time: 4144.27 ms [2020-11-11 13:13:29 main:574] : INFO : Epoch 108 | loss: 0.000596797 | val_loss: 0.000601556 | Time: 3842.76 ms [2020-11-11 13:13:34 main:574] : INFO : Epoch 109 | loss: 0.000578106 | val_loss: 0.000584204 | Time: 4106.66 ms [2020-11-11 13:13:37 main:574] : INFO : Epoch 110 | loss: 0.000561638 | val_loss: 0.000566797 | Time: 3836.46 ms [2020-11-11 13:13:42 main:574] : INFO : Epoch 111 | loss: 0.000544434 | val_loss: 0.000556564 | Time: 4101.26 ms [2020-11-11 13:13:46 main:574] : INFO : Epoch 112 | loss: 0.000528666 | val_loss: 0.000534576 | Time: 4048.91 ms [2020-11-11 13:13:50 main:574] : INFO : Epoch 113 | loss: 0.000512416 | val_loss: 0.00051837 | Time: 3924.66 ms [2020-11-11 13:13:54 main:574] : INFO : Epoch 114 | loss: 0.000497666 | val_loss: 0.000508873 | Time: 4096.86 ms [2020-11-11 13:13:58 main:574] : INFO : Epoch 115 | loss: 0.000483751 | val_loss: 0.000489336 | Time: 3801.33 ms [2020-11-11 13:14:02 main:574] : INFO : Epoch 116 | loss: 0.00047039 | val_loss: 0.000480473 | Time: 4129.93 ms [2020-11-11 13:14:06 main:574] : INFO : Epoch 117 | loss: 0.00045843 | val_loss: 0.000464186 | Time: 3962.94 ms [2020-11-11 13:14:10 main:574] : INFO : Epoch 118 | loss: 0.000444916 | val_loss: 0.000451148 | Time: 4006.66 ms [2020-11-11 13:14:14 main:574] : INFO : Epoch 119 | loss: 0.000432762 | val_loss: 0.000440973 | Time: 4119.95 ms [2020-11-11 13:14:18 main:574] : INFO : Epoch 120 | loss: 0.000421288 | val_loss: 0.000428124 | Time: 3843.29 ms [2020-11-11 13:14:22 main:574] : INFO : Epoch 121 | loss: 0.000410011 | val_loss: 0.000420427 | Time: 4096.82 ms [2020-11-11 13:14:26 main:574] : INFO : Epoch 122 | loss: 0.000399493 | val_loss: 0.000406109 | Time: 3901.97 ms [2020-11-11 13:14:30 main:574] : INFO : Epoch 123 | loss: 0.000390152 | val_loss: 0.000399078 | Time: 4034.5 ms [2020-11-11 13:14:34 main:574] : INFO : Epoch 124 | loss: 0.000380461 | val_loss: 0.000387638 | Time: 4081.8 ms [2020-11-11 13:14:38 main:574] : INFO : Epoch 125 | loss: 0.000370178 | val_loss: 0.000381295 | Time: 3812.29 ms [2020-11-11 13:14:43 main:574] : INFO : Epoch 126 | loss: 0.000361322 | val_loss: 0.000370298 | Time: 4166.15 ms [2020-11-11 13:14:46 main:574] : INFO : Epoch 127 | loss: 0.000352883 | val_loss: 0.000361338 | Time: 3839.82 ms [2020-11-11 13:14:51 main:574] : INFO : Epoch 128 | loss: 0.000344481 | val_loss: 0.000352405 | Time: 4088.94 ms [2020-11-11 13:14:55 main:574] : INFO : Epoch 129 | loss: 0.000337018 | val_loss: 0.000344852 | Time: 4122.25 ms [2020-11-11 13:14:59 main:574] : INFO : Epoch 130 | loss: 0.000328552 | val_loss: 0.000336842 | Time: 3842.45 ms [2020-11-11 13:15:03 main:574] : INFO : Epoch 131 | loss: 0.000321212 | val_loss: 0.000330696 | Time: 4082.66 ms [2020-11-11 13:15:07 main:574] : INFO : Epoch 132 | loss: 0.000314728 | val_loss: 0.000323183 | Time: 3839.22 ms [2020-11-11 13:15:11 main:574] : INFO : Epoch 133 | loss: 0.000307981 | val_loss: 0.000316227 | Time: 4101.77 ms [2020-11-11 13:15:15 main:574] : INFO : Epoch 134 | loss: 0.000300838 | val_loss: 0.000308334 | Time: 4112.28 ms [2020-11-11 13:15:19 main:574] : INFO : Epoch 135 | loss: 0.00029514 | val_loss: 0.000304317 | Time: 3813.69 ms [2020-11-11 13:15:23 main:574] : INFO : Epoch 136 | loss: 0.000288265 | val_loss: 0.000298762 | Time: 4117.62 ms [2020-11-11 13:15:27 main:574] : INFO : Epoch 137 | loss: 0.000283346 | val_loss: 0.000292658 | Time: 3802.58 ms [2020-11-11 13:15:31 main:574] : INFO : Epoch 138 | loss: 0.000277079 | val_loss: 0.000285771 | Time: 4084.79 ms [2020-11-11 13:15:35 main:574] : INFO : Epoch 139 | loss: 0.000271834 | val_loss: 0.000283273 | Time: 4108.63 ms [2020-11-11 13:15:39 main:574] : INFO : Epoch 140 | loss: 0.000266522 | val_loss: 0.000273453 | Time: 3853.09 ms [2020-11-11 13:15:43 main:574] : INFO : Epoch 141 | loss: 0.000261159 | val_loss: 0.000269928 | Time: 4102.62 ms [2020-11-11 13:15:47 main:574] : INFO : Epoch 142 | loss: 0.000256105 | val_loss: 0.000265284 | Time: 3850.44 ms [2020-11-11 13:15:51 main:574] : INFO : Epoch 143 | loss: 0.000251619 | val_loss: 0.000261332 | Time: 4125.85 ms [2020-11-11 13:15:56 main:574] : INFO : Epoch 144 | loss: 0.000246349 | val_loss: 0.000254777 | Time: 4094.57 ms [2020-11-11 13:16:00 main:574] : INFO : Epoch 145 | loss: 0.000242379 | val_loss: 0.000253226 | Time: 3882 ms [2020-11-11 13:16:04 main:574] : INFO : Epoch 146 | loss: 0.000238411 | val_loss: 0.000245802 | Time: 4347.26 ms [2020-11-11 13:16:08 main:574] : INFO : Epoch 147 | loss: 0.000233818 | val_loss: 0.000243613 | Time: 4042.21 ms [2020-11-11 13:16:12 main:574] : INFO : Epoch 148 | loss: 0.00022966 | val_loss: 0.000237842 | Time: 4088.89 ms [2020-11-11 13:16:16 main:574] : INFO : Epoch 149 | loss: 0.000226224 | val_loss: 0.000237187 | Time: 3920.84 ms [2020-11-11 13:16:20 main:574] : INFO : Epoch 150 | loss: 0.000222141 | val_loss: 0.000230491 | Time: 3989.68 ms [2020-11-11 13:16:24 main:574] : INFO : Epoch 151 | loss: 0.000218137 | val_loss: 0.00022628 | Time: 4084.26 ms [2020-11-11 13:16:28 main:574] : INFO : Epoch 152 | loss: 0.000213733 | val_loss: 0.000227505 | Time: 3825.53 ms [2020-11-11 13:16:32 main:574] : INFO : Epoch 153 | loss: 0.000211776 | val_loss: 0.000220704 | Time: 4121.39 ms [2020-11-11 13:16:36 main:574] : INFO : Epoch 154 | loss: 0.000207459 | val_loss: 0.000217047 | Time: 3857.1 ms [2020-11-11 13:16:40 main:574] : INFO : Epoch 155 | loss: 0.000204374 | val_loss: 0.000212725 | Time: 4081.52 ms [2020-11-11 13:16:45 main:574] : INFO : Epoch 156 | loss: 0.00020252 | val_loss: 0.000209914 | Time: 4124.76 ms [2020-11-11 13:16:48 main:574] : INFO : Epoch 157 | loss: 0.000198311 | val_loss: 0.000208009 | Time: 3821.73 ms [2020-11-11 13:16:53 main:574] : INFO : Epoch 158 | loss: 0.0001949 | val_loss: 0.000203555 | Time: 4114.25 ms [2020-11-11 13:16:57 main:574] : INFO : Epoch 159 | loss: 0.00019163 | val_loss: 0.000199953 | Time: 3789.81 ms [2020-11-11 13:17:01 main:574] : INFO : Epoch 160 | loss: 0.000189262 | val_loss: 0.000200463 | Time: 4163.32 ms [2020-11-11 13:17:05 main:574] : INFO : Epoch 161 | loss: 0.000186711 | val_loss: 0.00019715 | Time: 4168.99 ms [2020-11-11 13:17:09 main:574] : INFO : Epoch 162 | loss: 0.000184001 | val_loss: 0.00019284 | Time: 3835.92 ms [2020-11-11 13:17:13 main:574] : INFO : Epoch 163 | loss: 0.000182855 | val_loss: 0.000190421 | Time: 4130.5 ms [2020-11-11 13:17:17 main:574] : INFO : Epoch 164 | loss: 0.000178669 | val_loss: 0.000188718 | Time: 3847.45 ms [2020-11-11 13:17:21 main:574] : INFO : Epoch 165 | loss: 0.000176132 | val_loss: 0.000185516 | Time: 4123.52 ms [2020-11-11 13:17:25 main:574] : INFO : Epoch 166 | loss: 0.000173406 | val_loss: 0.000183208 | Time: 4107.94 ms [2020-11-11 13:17:29 main:574] : INFO : Epoch 167 | loss: 0.000171395 | val_loss: 0.00018027 | Time: 3849.66 ms [2020-11-11 13:17:33 main:574] : INFO : Epoch 168 | loss: 0.000169171 | val_loss: 0.000178594 | Time: 4115.03 ms [2020-11-11 13:17:37 main:574] : INFO : Epoch 169 | loss: 0.000166694 | val_loss: 0.00017808 | Time: 3841.48 ms [2020-11-11 13:17:41 main:574] : INFO : Epoch 170 | loss: 0.000166655 | val_loss: 0.000172892 | Time: 4127.83 ms [2020-11-11 13:17:46 main:574] : INFO : Epoch 171 | loss: 0.000162648 | val_loss: 0.000171068 | Time: 4081.55 ms [2020-11-11 13:17:50 main:574] : INFO : Epoch 172 | loss: 0.000160384 | val_loss: 0.000171544 | Time: 3889.71 ms [2020-11-11 13:17:54 main:574] : INFO : Epoch 173 | loss: 0.000159014 | val_loss: 0.000166649 | Time: 4067.1 ms [2020-11-11 13:17:58 main:574] : INFO : Epoch 174 | loss: 0.000156616 | val_loss: 0.000165314 | Time: 3831.28 ms [2020-11-11 13:18:02 main:574] : INFO : Epoch 175 | loss: 0.000153961 | val_loss: 0.000165161 | Time: 4109.71 ms [2020-11-11 13:18:06 main:574] : INFO : Epoch 176 | loss: 0.000152984 | val_loss: 0.000164771 | Time: 4018.33 ms [2020-11-11 13:18:10 main:574] : INFO : Epoch 177 | loss: 0.0001505 | val_loss: 0.000159914 | Time: 3934.58 ms [2020-11-11 13:18:14 main:574] : INFO : Epoch 178 | loss: 0.000148917 | val_loss: 0.00016384 | Time: 4102.36 ms [2020-11-11 13:18:18 main:574] : INFO : Epoch 179 | loss: 0.000147518 | val_loss: 0.000156812 | Time: 3870.17 ms [2020-11-11 13:18:22 main:574] : INFO : Epoch 180 | loss: 0.000145334 | val_loss: 0.000151953 | Time: 4143.45 ms [2020-11-11 13:18:26 main:574] : INFO : Epoch 181 | loss: 0.000143199 | val_loss: 0.000157903 | Time: 3939.03 ms [2020-11-11 13:18:30 main:574] : INFO : Epoch 182 | loss: 0.00014222 | val_loss: 0.000149682 | Time: 4014.63 ms [2020-11-11 13:18:34 main:574] : INFO : Epoch 183 | loss: 0.000141417 | val_loss: 0.00014904 | Time: 4098.32 ms [2020-11-11 13:18:38 main:574] : INFO : Epoch 184 | loss: 0.000138614 | val_loss: 0.000145554 | Time: 3838.29 ms [2020-11-11 13:18:42 main:574] : INFO : Epoch 185 | loss: 0.000136918 | val_loss: 0.00014431 | Time: 4097.03 ms [2020-11-11 13:18:46 main:574] : INFO : Epoch 186 | loss: 0.000135373 | val_loss: 0.000144808 | Time: 3883.79 ms [2020-11-11 13:18:50 main:574] : INFO : Epoch 187 | loss: 0.000133525 | val_loss: 0.000145234 | Time: 4074 ms [2020-11-11 13:18:55 main:574] : INFO : Epoch 188 | loss: 0.000132652 | val_loss: 0.000139521 | Time: 4125.75 ms [2020-11-11 13:18:59 main:574] : INFO : Epoch 189 | loss: 0.000130866 | val_loss: 0.000141752 | Time: 3842.34 ms [2020-11-11 13:19:03 main:574] : INFO : Epoch 190 | loss: 0.00012977 | val_loss: 0.000139425 | Time: 4104.82 ms [2020-11-11 13:19:07 main:574] : INFO : Epoch 191 | loss: 0.000128719 | val_loss: 0.000136305 | Time: 3841.58 ms [2020-11-11 13:19:11 main:574] : INFO : Epoch 192 | loss: 0.0001265 | val_loss: 0.000135423 | Time: 4083.26 ms [2020-11-11 13:19:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000135423 [2020-11-11 13:19:11 main:603] : INFO : Saving end state to config to file [2020-11-11 13:19:11 main:608] : INFO : Success, exiting.. 13:19:11 (7844): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)