Task 2795842
| Name | rand_automata_0083-1604947497-22058-0_1 |
| Workunit | 1259400 |
| Created | 9 Nov 2020, 19:00:31 UTC |
| Sent | 9 Nov 2020, 19:01:28 UTC |
| Report deadline | 10 Nov 2020, 17:31:28 UTC |
| Received | 10 Nov 2020, 1:44:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 596 |
| Run time | 51 min 3 sec |
| CPU time | 49 min 42 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 7,315.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.97 GB |
| Peak swap size | 3.94 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2060 SUPER) [2020-11-10 01:53:08 main:435] : INFO : Set logging level to 1 [2020-11-10 01:53:08 main:441] : INFO : Running in BOINC Client mode [2020-11-10 01:53:08 main:444] : INFO : Resolving all filenames [2020-11-10 01:53:08 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0083-train-val-dataset.hdf5 (exists = 1) [2020-11-10 01:53:08 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0083-1604947497-22058-0_1_r1166286119_1 (exists = 0) [2020-11-10 01:53:08 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0083-1604947497-22058-0_1_r1166286119_0 (exists = 0) [2020-11-10 01:53:08 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-10 01:53:08 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-10 01:53:08 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0083-train-val-dataset.hdf5 [2020-11-10 01:53:08 main:474] : INFO : Configuration: [2020-11-10 01:53:08 main:475] : INFO : Model type: LSTM [2020-11-10 01:53:08 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-10 01:53:08 main:477] : INFO : Max Epochs: 192 [2020-11-10 01:53:08 main:478] : INFO : Batch Size: 32 [2020-11-10 01:53:09 main:479] : INFO : Learning Rate: 0.001 [2020-11-10 01:53:09 main:480] : INFO : Patience: 10 [2020-11-10 01:53:09 main:481] : INFO : Hidden Width: 64 [2020-11-10 01:53:09 main:482] : INFO : # Recurrent Layers: 4 [2020-11-10 01:53:09 main:483] : INFO : # Backend Layers: 2 [2020-11-10 01:53:09 main:484] : INFO : # Threads: 1 [2020-11-10 01:53:09 main:486] : INFO : Preparing Dataset [2020-11-10 01:53:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0083-train-val-dataset.hdf5 into memory [2020-11-10 01:53:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0083-train-val-dataset.hdf5 into memory [2020-11-10 01:53:15 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-10 01:53:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0083-train-val-dataset.hdf5 into memory [2020-11-10 01:53:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0083-train-val-dataset.hdf5 into memory [2020-11-10 01:53:15 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-10 01:53:15 main:494] : INFO : Creating Model [2020-11-10 01:53:15 main:507] : INFO : Preparing config file [2020-11-10 01:53:15 main:519] : INFO : Creating new config file [2020-11-10 01:53:21 main:559] : INFO : Loading DataLoader into Memory [2020-11-10 01:53:21 main:562] : INFO : Starting Training [2020-11-10 01:53:38 main:574] : INFO : Epoch 1 | loss: 0.0662909 | val_loss: 0.0660022 | Time: 17020.7 ms [2020-11-10 01:53:54 main:574] : INFO : Epoch 2 | loss: 0.0655149 | val_loss: 0.0641401 | Time: 15999.6 ms [2020-11-10 01:54:10 main:574] : INFO : Epoch 3 | loss: 0.0617031 | val_loss: 0.0598008 | Time: 15803.1 ms [2020-11-10 01:54:26 main:574] : INFO : Epoch 4 | loss: 0.0582778 | val_loss: 0.0569495 | Time: 15905 ms [2020-11-10 01:54:42 main:574] : INFO : Epoch 5 | loss: 0.0557675 | val_loss: 0.054852 | Time: 15698.5 ms [2020-11-10 01:54:57 main:574] : INFO : Epoch 6 | loss: 0.0538038 | val_loss: 0.0530912 | Time: 15671.4 ms [2020-11-10 01:55:13 main:574] : INFO : Epoch 7 | loss: 0.0521094 | val_loss: 0.0516688 | Time: 15715.4 ms [2020-11-10 01:55:29 main:574] : INFO : Epoch 8 | loss: 0.050439 | val_loss: 0.049967 | Time: 15659.5 ms [2020-11-10 01:55:45 main:574] : INFO : Epoch 9 | loss: 0.0487053 | val_loss: 0.0485455 | Time: 15793.1 ms [2020-11-10 01:56:00 main:574] : INFO : Epoch 10 | loss: 0.0467816 | val_loss: 0.0463534 | Time: 15795.2 ms [2020-11-10 01:56:16 main:574] : INFO : Epoch 11 | loss: 0.044683 | val_loss: 0.0441924 | Time: 15816.9 ms [2020-11-10 01:56:32 main:574] : INFO : Epoch 12 | loss: 0.0422962 | val_loss: 0.0420791 | Time: 15798.9 ms [2020-11-10 01:56:48 main:574] : INFO : Epoch 13 | loss: 0.0396393 | val_loss: 0.0390321 | Time: 15836.2 ms [2020-11-10 01:57:04 main:574] : INFO : Epoch 14 | loss: 0.0364098 | val_loss: 0.0359883 | Time: 15875 ms [2020-11-10 01:57:20 main:574] : INFO : Epoch 15 | loss: 0.032948 | val_loss: 0.0320371 | Time: 15697 ms [2020-11-10 01:57:36 main:574] : INFO : Epoch 16 | loss: 0.0293293 | val_loss: 0.0289493 | Time: 15844.4 ms [2020-11-10 01:57:51 main:574] : INFO : Epoch 17 | loss: 0.0254557 | val_loss: 0.0249286 | Time: 15812.8 ms [2020-11-10 01:58:07 main:574] : INFO : Epoch 18 | loss: 0.0246439 | val_loss: 0.0210594 | Time: 15680.6 ms [2020-11-10 01:58:23 main:574] : INFO : Epoch 19 | loss: 0.0264195 | val_loss: 0.0389866 | Time: 15880.6 ms [2020-11-10 01:58:39 main:574] : INFO : Epoch 20 | loss: 0.0271645 | val_loss: 0.0173564 | Time: 15855.2 ms [2020-11-10 01:58:55 main:574] : INFO : Epoch 21 | loss: 0.0279371 | val_loss: 0.0247504 | Time: 15840.1 ms [2020-11-10 01:59:11 main:574] : INFO : Epoch 22 | loss: 0.0201731 | val_loss: 0.0297325 | Time: 15701.8 ms [2020-11-10 01:59:26 main:574] : INFO : Epoch 23 | loss: 0.0175023 | val_loss: 0.0147427 | Time: 15756.6 ms [2020-11-10 01:59:42 main:574] : INFO : Epoch 24 | loss: 0.0130656 | val_loss: 0.0122852 | Time: 15694.4 ms [2020-11-10 01:59:58 main:574] : INFO : Epoch 25 | loss: 0.0203433 | val_loss: 0.0229644 | Time: 15754.5 ms [2020-11-10 02:00:14 main:574] : INFO : Epoch 26 | loss: 0.0127435 | val_loss: 0.0110329 | Time: 15763.4 ms [2020-11-10 02:00:30 main:574] : INFO : Epoch 27 | loss: 0.00995352 | val_loss: 0.00986247 | Time: 15751.1 ms [2020-11-10 02:00:45 main:574] : INFO : Epoch 28 | loss: 0.00992953 | val_loss: 0.00948725 | Time: 15816.9 ms [2020-11-10 02:01:01 main:574] : INFO : Epoch 29 | loss: 0.0132284 | val_loss: 0.0301403 | Time: 15915.2 ms [2020-11-10 02:01:17 main:574] : INFO : Epoch 30 | loss: 0.0134152 | val_loss: 0.00957847 | Time: 15854 ms [2020-11-10 02:01:33 main:574] : INFO : Epoch 31 | loss: 0.0087456 | val_loss: 0.00868794 | Time: 15916.1 ms [2020-11-10 02:01:49 main:574] : INFO : Epoch 32 | loss: 0.00783128 | val_loss: 0.00809715 | Time: 15769.1 ms [2020-11-10 02:02:05 main:574] : INFO : Epoch 33 | loss: 0.00739527 | val_loss: 0.00769211 | Time: 15889.8 ms [2020-11-10 02:02:21 main:574] : INFO : Epoch 34 | loss: 0.00707103 | val_loss: 0.00729276 | Time: 15864.6 ms [2020-11-10 02:02:37 main:574] : INFO : Epoch 35 | loss: 0.00678263 | val_loss: 0.00700334 | Time: 15758.6 ms [2020-11-10 02:02:52 main:574] : INFO : Epoch 36 | loss: 0.00652728 | val_loss: 0.00674185 | Time: 15750.9 ms [2020-11-10 02:03:08 main:574] : INFO : Epoch 37 | loss: 0.00628568 | val_loss: 0.0064458 | Time: 15671.5 ms [2020-11-10 02:03:24 main:574] : INFO : Epoch 38 | loss: 0.00605232 | val_loss: 0.00621381 | Time: 15658.7 ms [2020-11-10 02:03:40 main:574] : INFO : Epoch 39 | loss: 0.00583066 | val_loss: 0.00598451 | Time: 15728.5 ms [2020-11-10 02:03:55 main:574] : INFO : Epoch 40 | loss: 0.00560841 | val_loss: 0.00575167 | Time: 15600.2 ms [2020-11-10 02:04:11 main:574] : INFO : Epoch 41 | loss: 0.00539733 | val_loss: 0.00552583 | Time: 15898.8 ms [2020-11-10 02:04:27 main:574] : INFO : Epoch 42 | loss: 0.0051921 | val_loss: 0.00531217 | Time: 15810.6 ms [2020-11-10 02:04:43 main:574] : INFO : Epoch 43 | loss: 0.00498749 | val_loss: 0.00510438 | Time: 15803.8 ms [2020-11-10 02:04:59 main:574] : INFO : Epoch 44 | loss: 0.00479055 | val_loss: 0.00486145 | Time: 15947.2 ms [2020-11-10 02:05:15 main:574] : INFO : Epoch 45 | loss: 0.00459808 | val_loss: 0.00465694 | Time: 15836.8 ms [2020-11-10 02:05:31 main:574] : INFO : Epoch 46 | loss: 0.0044086 | val_loss: 0.00446833 | Time: 15831.8 ms [2020-11-10 02:05:47 main:574] : INFO : Epoch 47 | loss: 0.00422558 | val_loss: 0.00426896 | Time: 15908.7 ms [2020-11-10 02:06:03 main:574] : INFO : Epoch 48 | loss: 0.00404618 | val_loss: 0.00408565 | Time: 15896.3 ms [2020-11-10 02:06:18 main:574] : INFO : Epoch 49 | loss: 0.00387208 | val_loss: 0.00390888 | Time: 15627.7 ms [2020-11-10 02:06:34 main:574] : INFO : Epoch 50 | loss: 0.00370269 | val_loss: 0.00373231 | Time: 15778.2 ms [2020-11-10 02:06:50 main:574] : INFO : Epoch 51 | loss: 0.00353807 | val_loss: 0.0035605 | Time: 15706.5 ms [2020-11-10 02:07:06 main:574] : INFO : Epoch 52 | loss: 0.00337775 | val_loss: 0.0033823 | Time: 15793.6 ms [2020-11-10 02:07:21 main:574] : INFO : Epoch 53 | loss: 0.00322447 | val_loss: 0.00322122 | Time: 15632.9 ms [2020-11-10 02:07:37 main:574] : INFO : Epoch 54 | loss: 0.0030731 | val_loss: 0.00306186 | Time: 15733.2 ms [2020-11-10 02:07:53 main:574] : INFO : Epoch 55 | loss: 0.00292894 | val_loss: 0.00291887 | Time: 15565.6 ms [2020-11-10 02:08:08 main:574] : INFO : Epoch 56 | loss: 0.0027899 | val_loss: 0.0027794 | Time: 15731.2 ms [2020-11-10 02:08:24 main:574] : INFO : Epoch 57 | loss: 0.00265644 | val_loss: 0.00264292 | Time: 15836.1 ms [2020-11-10 02:08:40 main:574] : INFO : Epoch 58 | loss: 0.00252795 | val_loss: 0.00251637 | Time: 15820 ms [2020-11-10 02:08:56 main:574] : INFO : Epoch 59 | loss: 0.00240494 | val_loss: 0.00239463 | Time: 15800.9 ms [2020-11-10 02:09:12 main:574] : INFO : Epoch 60 | loss: 0.00228721 | val_loss: 0.00227617 | Time: 16036.4 ms [2020-11-10 02:09:28 main:574] : INFO : Epoch 61 | loss: 0.00217481 | val_loss: 0.00216236 | Time: 15783.7 ms [2020-11-10 02:09:44 main:574] : INFO : Epoch 62 | loss: 0.00206655 | val_loss: 0.00205468 | Time: 15836.9 ms [2020-11-10 02:10:00 main:574] : INFO : Epoch 63 | loss: 0.00196338 | val_loss: 0.00195289 | Time: 15836.2 ms [2020-11-10 02:10:15 main:574] : INFO : Epoch 64 | loss: 0.00186512 | val_loss: 0.00185329 | Time: 15802.9 ms [2020-11-10 02:10:31 main:574] : INFO : Epoch 65 | loss: 0.00177199 | val_loss: 0.00176161 | Time: 15726.2 ms [2020-11-10 02:10:47 main:574] : INFO : Epoch 66 | loss: 0.00168277 | val_loss: 0.00167266 | Time: 15534.6 ms [2020-11-10 02:11:03 main:574] : INFO : Epoch 67 | loss: 0.00159732 | val_loss: 0.00159077 | Time: 15906.8 ms [2020-11-10 02:11:19 main:574] : INFO : Epoch 68 | loss: 0.00151604 | val_loss: 0.00150791 | Time: 15752.7 ms [2020-11-10 02:11:34 main:574] : INFO : Epoch 69 | loss: 0.00143805 | val_loss: 0.00142936 | Time: 15745.5 ms [2020-11-10 02:11:50 main:574] : INFO : Epoch 70 | loss: 0.00136446 | val_loss: 0.00135508 | Time: 15759.1 ms [2020-11-10 02:12:06 main:574] : INFO : Epoch 71 | loss: 0.00129423 | val_loss: 0.00128561 | Time: 15612.4 ms [2020-11-10 02:12:22 main:574] : INFO : Epoch 72 | loss: 0.00122776 | val_loss: 0.00121824 | Time: 15933.8 ms [2020-11-10 02:12:38 main:574] : INFO : Epoch 73 | loss: 0.00116385 | val_loss: 0.0011569 | Time: 15835.7 ms [2020-11-10 02:12:53 main:574] : INFO : Epoch 74 | loss: 0.00110402 | val_loss: 0.00109611 | Time: 15832 ms [2020-11-10 02:13:09 main:574] : INFO : Epoch 75 | loss: 0.00104731 | val_loss: 0.00103951 | Time: 15780.8 ms [2020-11-10 02:13:25 main:574] : INFO : Epoch 76 | loss: 0.000992517 | val_loss: 0.000984563 | Time: 15852.1 ms [2020-11-10 02:13:41 main:574] : INFO : Epoch 77 | loss: 0.000940573 | val_loss: 0.000933284 | Time: 15898 ms [2020-11-10 02:13:57 main:574] : INFO : Epoch 78 | loss: 0.000891502 | val_loss: 0.000883691 | Time: 15991.5 ms [2020-11-10 02:14:13 main:574] : INFO : Epoch 79 | loss: 0.000844554 | val_loss: 0.000839088 | Time: 15899 ms [2020-11-10 02:14:29 main:574] : INFO : Epoch 80 | loss: 0.000800442 | val_loss: 0.000795853 | Time: 15816.6 ms [2020-11-10 02:14:45 main:574] : INFO : Epoch 81 | loss: 0.00075839 | val_loss: 0.00075198 | Time: 15635.8 ms [2020-11-10 02:15:00 main:574] : INFO : Epoch 82 | loss: 0.00071866 | val_loss: 0.000716284 | Time: 15746.7 ms [2020-11-10 02:15:16 main:574] : INFO : Epoch 83 | loss: 0.000681088 | val_loss: 0.000675018 | Time: 15643.4 ms [2020-11-10 02:15:32 main:574] : INFO : Epoch 84 | loss: 0.000645315 | val_loss: 0.000638368 | Time: 15742.3 ms [2020-11-10 02:15:48 main:574] : INFO : Epoch 85 | loss: 0.00061133 | val_loss: 0.000607801 | Time: 15672.7 ms [2020-11-10 02:16:03 main:574] : INFO : Epoch 86 | loss: 0.000578933 | val_loss: 0.000575971 | Time: 15656.7 ms [2020-11-10 02:16:19 main:574] : INFO : Epoch 87 | loss: 0.000550085 | val_loss: 0.000544155 | Time: 15793 ms [2020-11-10 02:16:35 main:574] : INFO : Epoch 88 | loss: 0.000520229 | val_loss: 0.00051722 | Time: 15683.8 ms [2020-11-10 02:16:51 main:574] : INFO : Epoch 89 | loss: 0.000493038 | val_loss: 0.000489311 | Time: 15862.5 ms [2020-11-10 02:17:07 main:574] : INFO : Epoch 90 | loss: 0.000467682 | val_loss: 0.000465316 | Time: 15751 ms [2020-11-10 02:17:22 main:574] : INFO : Epoch 91 | loss: 0.000443208 | val_loss: 0.000440232 | Time: 15806.8 ms [2020-11-10 02:17:39 main:574] : INFO : Epoch 92 | loss: 0.000421535 | val_loss: 0.000418726 | Time: 16076.6 ms [2020-11-10 02:17:54 main:574] : INFO : Epoch 93 | loss: 0.000398699 | val_loss: 0.00039582 | Time: 15884.8 ms [2020-11-10 02:18:10 main:574] : INFO : Epoch 94 | loss: 0.000378693 | val_loss: 0.000375728 | Time: 15740.9 ms [2020-11-10 02:18:26 main:574] : INFO : Epoch 95 | loss: 0.000359394 | val_loss: 0.00035618 | Time: 15665.6 ms [2020-11-10 02:18:42 main:574] : INFO : Epoch 96 | loss: 0.000341334 | val_loss: 0.000338326 | Time: 15849.3 ms [2020-11-10 02:18:58 main:574] : INFO : Epoch 97 | loss: 0.000324944 | val_loss: 0.000321786 | Time: 15700.5 ms [2020-11-10 02:19:13 main:574] : INFO : Epoch 98 | loss: 0.000307212 | val_loss: 0.000305956 | Time: 15862.2 ms [2020-11-10 02:19:29 main:574] : INFO : Epoch 99 | loss: 0.000292506 | val_loss: 0.000291355 | Time: 15691.9 ms [2020-11-10 02:19:45 main:574] : INFO : Epoch 100 | loss: 0.000278253 | val_loss: 0.000278692 | Time: 15524.9 ms [2020-11-10 02:20:01 main:574] : INFO : Epoch 101 | loss: 0.000264342 | val_loss: 0.000263063 | Time: 15795.7 ms [2020-11-10 02:20:16 main:574] : INFO : Epoch 102 | loss: 0.000251551 | val_loss: 0.000251349 | Time: 15700.1 ms [2020-11-10 02:20:32 main:574] : INFO : Epoch 103 | loss: 0.000240102 | val_loss: 0.000240038 | Time: 15829.9 ms [2020-11-10 02:20:48 main:574] : INFO : Epoch 104 | loss: 0.000228949 | val_loss: 0.000226988 | Time: 15743.8 ms [2020-11-10 02:21:04 main:574] : INFO : Epoch 105 | loss: 0.000217908 | val_loss: 0.000218791 | Time: 15859.6 ms [2020-11-10 02:21:20 main:574] : INFO : Epoch 106 | loss: 0.000207987 | val_loss: 0.000206939 | Time: 15827.6 ms [2020-11-10 02:21:36 main:574] : INFO : Epoch 107 | loss: 0.000198055 | val_loss: 0.000197555 | Time: 15750.7 ms [2020-11-10 02:21:51 main:574] : INFO : Epoch 108 | loss: 0.000189135 | val_loss: 0.000188737 | Time: 15775.7 ms [2020-11-10 02:22:07 main:574] : INFO : Epoch 109 | loss: 0.00018047 | val_loss: 0.000180295 | Time: 15885.5 ms [2020-11-10 02:22:23 main:574] : INFO : Epoch 110 | loss: 0.000172838 | val_loss: 0.000174044 | Time: 15736.1 ms [2020-11-10 02:22:39 main:574] : INFO : Epoch 111 | loss: 0.000165813 | val_loss: 0.000167692 | Time: 15817.9 ms [2020-11-10 02:22:55 main:574] : INFO : Epoch 112 | loss: 0.000159617 | val_loss: 0.000157087 | Time: 15800.4 ms [2020-11-10 02:23:11 main:574] : INFO : Epoch 113 | loss: 0.000151961 | val_loss: 0.000152752 | Time: 15601 ms [2020-11-10 02:23:26 main:574] : INFO : Epoch 114 | loss: 0.000145753 | val_loss: 0.000147511 | Time: 15687.1 ms [2020-11-10 02:23:42 main:574] : INFO : Epoch 115 | loss: 0.000140692 | val_loss: 0.000139574 | Time: 15666.8 ms [2020-11-10 02:23:58 main:574] : INFO : Epoch 116 | loss: 0.000134886 | val_loss: 0.000137103 | Time: 15785.2 ms [2020-11-10 02:24:14 main:574] : INFO : Epoch 117 | loss: 0.000129992 | val_loss: 0.000130682 | Time: 15736.4 ms [2020-11-10 02:24:29 main:574] : INFO : Epoch 118 | loss: 0.000124591 | val_loss: 0.000125572 | Time: 15708.9 ms [2020-11-10 02:24:45 main:574] : INFO : Epoch 119 | loss: 0.000119317 | val_loss: 0.000120787 | Time: 15753.7 ms [2020-11-10 02:25:01 main:574] : INFO : Epoch 120 | loss: 0.000115261 | val_loss: 0.000115509 | Time: 16013.7 ms [2020-11-10 02:25:17 main:574] : INFO : Epoch 121 | loss: 0.00011167 | val_loss: 0.000111241 | Time: 15829.5 ms [2020-11-10 02:25:33 main:574] : INFO : Epoch 122 | loss: 0.000107691 | val_loss: 0.000108339 | Time: 15898.6 ms [2020-11-10 02:25:49 main:574] : INFO : Epoch 123 | loss: 0.000104041 | val_loss: 0.000103401 | Time: 15718.4 ms [2020-11-10 02:26:04 main:574] : INFO : Epoch 124 | loss: 0.000100186 | val_loss: 0.00010186 | Time: 15667.4 ms [2020-11-10 02:26:20 main:574] : INFO : Epoch 125 | loss: 9.62769e-05 | val_loss: 9.65765e-05 | Time: 15683.7 ms [2020-11-10 02:26:36 main:574] : INFO : Epoch 126 | loss: 9.40314e-05 | val_loss: 9.31561e-05 | Time: 15815.8 ms [2020-11-10 02:26:52 main:574] : INFO : Epoch 127 | loss: 9.04055e-05 | val_loss: 9.17177e-05 | Time: 15660.6 ms [2020-11-10 02:27:08 main:574] : INFO : Epoch 128 | loss: 8.72229e-05 | val_loss: 8.7927e-05 | Time: 15784.4 ms [2020-11-10 02:27:23 main:574] : INFO : Epoch 129 | loss: 8.45926e-05 | val_loss: 8.58363e-05 | Time: 15801 ms [2020-11-10 02:27:39 main:574] : INFO : Epoch 130 | loss: 8.25167e-05 | val_loss: 8.34731e-05 | Time: 15717 ms [2020-11-10 02:27:55 main:574] : INFO : Epoch 131 | loss: 7.91964e-05 | val_loss: 8.01049e-05 | Time: 15688.6 ms [2020-11-10 02:28:11 main:574] : INFO : Epoch 132 | loss: 7.7199e-05 | val_loss: 7.71146e-05 | Time: 15806.3 ms [2020-11-10 02:28:26 main:574] : INFO : Epoch 133 | loss: 7.49583e-05 | val_loss: 7.54286e-05 | Time: 15631.6 ms [2020-11-10 02:28:42 main:574] : INFO : Epoch 134 | loss: 7.29206e-05 | val_loss: 7.27978e-05 | Time: 15841 ms [2020-11-10 02:28:58 main:574] : INFO : Epoch 135 | loss: 7.06071e-05 | val_loss: 7.2305e-05 | Time: 15858.8 ms [2020-11-10 02:29:14 main:574] : INFO : Epoch 136 | loss: 6.85306e-05 | val_loss: 6.83907e-05 | Time: 15767.9 ms [2020-11-10 02:29:30 main:574] : INFO : Epoch 137 | loss: 6.65607e-05 | val_loss: 6.7065e-05 | Time: 15827.7 ms [2020-11-10 02:29:46 main:574] : INFO : Epoch 138 | loss: 6.49325e-05 | val_loss: 6.62209e-05 | Time: 15719.8 ms [2020-11-10 02:30:02 main:574] : INFO : Epoch 139 | loss: 6.2928e-05 | val_loss: 6.44832e-05 | Time: 15827.2 ms [2020-11-10 02:30:17 main:574] : INFO : Epoch 140 | loss: 6.18957e-05 | val_loss: 6.13964e-05 | Time: 15891 ms [2020-11-10 02:30:33 main:574] : INFO : Epoch 141 | loss: 5.96254e-05 | val_loss: 6.04582e-05 | Time: 15735.6 ms [2020-11-10 02:30:49 main:574] : INFO : Epoch 142 | loss: 5.86098e-05 | val_loss: 5.9615e-05 | Time: 15788.3 ms [2020-11-10 02:31:05 main:574] : INFO : Epoch 143 | loss: 5.66261e-05 | val_loss: 5.78538e-05 | Time: 15617.8 ms [2020-11-10 02:31:21 main:574] : INFO : Epoch 144 | loss: 5.4912e-05 | val_loss: 5.66239e-05 | Time: 15761.9 ms [2020-11-10 02:31:36 main:574] : INFO : Epoch 145 | loss: 5.36028e-05 | val_loss: 5.30978e-05 | Time: 15733.5 ms [2020-11-10 02:31:52 main:574] : INFO : Epoch 146 | loss: 5.2531e-05 | val_loss: 5.17028e-05 | Time: 15603.5 ms [2020-11-10 02:32:08 main:574] : INFO : Epoch 147 | loss: 5.17052e-05 | val_loss: 5.39719e-05 | Time: 15692.2 ms [2020-11-10 02:32:23 main:574] : INFO : Epoch 148 | loss: 5.06381e-05 | val_loss: 5.03785e-05 | Time: 15565.8 ms [2020-11-10 02:32:39 main:574] : INFO : Epoch 149 | loss: 4.94986e-05 | val_loss: 5.12749e-05 | Time: 15884.2 ms [2020-11-10 02:32:55 main:574] : INFO : Epoch 150 | loss: 4.7982e-05 | val_loss: 4.76626e-05 | Time: 15923.1 ms [2020-11-10 02:33:11 main:574] : INFO : Epoch 151 | loss: 4.6187e-05 | val_loss: 4.63032e-05 | Time: 15845.1 ms [2020-11-10 02:33:27 main:574] : INFO : Epoch 152 | loss: 4.56453e-05 | val_loss: 4.67354e-05 | Time: 15762 ms [2020-11-10 02:33:43 main:574] : INFO : Epoch 153 | loss: 4.51933e-05 | val_loss: 4.54196e-05 | Time: 15874.3 ms [2020-11-10 02:33:58 main:574] : INFO : Epoch 154 | loss: 4.3532e-05 | val_loss: 4.37357e-05 | Time: 15652.9 ms [2020-11-10 02:34:14 main:574] : INFO : Epoch 155 | loss: 4.25472e-05 | val_loss: 4.30106e-05 | Time: 15804 ms [2020-11-10 02:34:30 main:574] : INFO : Epoch 156 | loss: 4.18032e-05 | val_loss: 4.32363e-05 | Time: 15546.8 ms [2020-11-10 02:34:46 main:574] : INFO : Epoch 157 | loss: 4.1819e-05 | val_loss: 4.07516e-05 | Time: 15835.9 ms [2020-11-10 02:35:02 main:574] : INFO : Epoch 158 | loss: 4.00732e-05 | val_loss: 4.1202e-05 | Time: 15814.8 ms [2020-11-10 02:35:17 main:574] : INFO : Epoch 159 | loss: 3.93731e-05 | val_loss: 4.00809e-05 | Time: 15694.6 ms [2020-11-10 02:35:33 main:574] : INFO : Epoch 160 | loss: 3.86631e-05 | val_loss: 3.87964e-05 | Time: 15684.2 ms [2020-11-10 02:35:49 main:574] : INFO : Epoch 161 | loss: 3.78576e-05 | val_loss: 3.90171e-05 | Time: 15778.8 ms [2020-11-10 02:36:05 main:574] : INFO : Epoch 162 | loss: 3.75454e-05 | val_loss: 3.79881e-05 | Time: 15798.7 ms [2020-11-10 02:36:21 main:574] : INFO : Epoch 163 | loss: 3.64724e-05 | val_loss: 3.74132e-05 | Time: 15645.5 ms [2020-11-10 02:36:36 main:574] : INFO : Epoch 164 | loss: 3.56345e-05 | val_loss: 3.70082e-05 | Time: 15786.7 ms [2020-11-10 02:36:52 main:574] : INFO : Epoch 165 | loss: 3.49492e-05 | val_loss: 3.56009e-05 | Time: 15818.5 ms [2020-11-10 02:37:08 main:574] : INFO : Epoch 166 | loss: 3.41797e-05 | val_loss: 3.53218e-05 | Time: 15705.1 ms [2020-11-10 02:37:24 main:574] : INFO : Epoch 167 | loss: 3.42521e-05 | val_loss: 3.38846e-05 | Time: 15839.6 ms [2020-11-10 02:37:40 main:574] : INFO : Epoch 168 | loss: 3.38998e-05 | val_loss: 3.37642e-05 | Time: 15796.7 ms [2020-11-10 02:37:56 main:574] : INFO : Epoch 169 | loss: 3.25611e-05 | val_loss: 3.44697e-05 | Time: 15754.5 ms [2020-11-10 02:38:11 main:574] : INFO : Epoch 170 | loss: 3.18353e-05 | val_loss: 3.24375e-05 | Time: 15756.3 ms [2020-11-10 02:38:27 main:574] : INFO : Epoch 171 | loss: 3.092e-05 | val_loss: 3.20678e-05 | Time: 15755.8 ms [2020-11-10 02:38:43 main:574] : INFO : Epoch 172 | loss: 3.08438e-05 | val_loss: 3.37176e-05 | Time: 15858.9 ms [2020-11-10 02:38:59 main:574] : INFO : Epoch 173 | loss: 3.06728e-05 | val_loss: 3.08602e-05 | Time: 15623.9 ms [2020-11-10 02:39:15 main:574] : INFO : Epoch 174 | loss: 2.9898e-05 | val_loss: 2.94951e-05 | Time: 15992.9 ms [2020-11-10 02:39:31 main:574] : INFO : Epoch 175 | loss: 2.93217e-05 | val_loss: 2.98538e-05 | Time: 15784 ms [2020-11-10 02:39:46 main:574] : INFO : Epoch 176 | loss: 2.90379e-05 | val_loss: 2.91005e-05 | Time: 15577 ms [2020-11-10 02:40:02 main:574] : INFO : Epoch 177 | loss: 2.85059e-05 | val_loss: 2.80413e-05 | Time: 15760.8 ms [2020-11-10 02:40:18 main:574] : INFO : Epoch 178 | loss: 2.75682e-05 | val_loss: 2.9271e-05 | Time: 15637.8 ms [2020-11-10 02:40:33 main:574] : INFO : Epoch 179 | loss: 2.74913e-05 | val_loss: 2.77503e-05 | Time: 15684.7 ms [2020-11-10 02:40:49 main:574] : INFO : Epoch 180 | loss: 2.7513e-05 | val_loss: 2.7564e-05 | Time: 15720.9 ms [2020-11-10 02:41:05 main:574] : INFO : Epoch 181 | loss: 2.60809e-05 | val_loss: 2.62638e-05 | Time: 15897.5 ms [2020-11-10 02:41:21 main:574] : INFO : Epoch 182 | loss: 2.57699e-05 | val_loss: 2.56274e-05 | Time: 15821.2 ms [2020-11-10 02:41:37 main:574] : INFO : Epoch 183 | loss: 2.63314e-05 | val_loss: 2.67736e-05 | Time: 15708.9 ms [2020-11-10 02:41:53 main:574] : INFO : Epoch 184 | loss: 2.59547e-05 | val_loss: 2.49868e-05 | Time: 15817 ms [2020-11-10 02:42:09 main:574] : INFO : Epoch 185 | loss: 2.50424e-05 | val_loss: 2.57954e-05 | Time: 15940.6 ms [2020-11-10 02:42:24 main:574] : INFO : Epoch 186 | loss: 2.44585e-05 | val_loss: 2.54653e-05 | Time: 15828.3 ms [2020-11-10 02:42:40 main:574] : INFO : Epoch 187 | loss: 2.42817e-05 | val_loss: 2.54065e-05 | Time: 15655.6 ms [2020-11-10 02:42:56 main:574] : INFO : Epoch 188 | loss: 2.42145e-05 | val_loss: 2.4704e-05 | Time: 15762.3 ms [2020-11-10 02:43:12 main:574] : INFO : Epoch 189 | loss: 2.31865e-05 | val_loss: 2.52974e-05 | Time: 15690.7 ms [2020-11-10 02:43:27 main:574] : INFO : Epoch 190 | loss: 2.35257e-05 | val_loss: 2.26807e-05 | Time: 15783.9 ms [2020-11-10 02:43:43 main:574] : INFO : Epoch 191 | loss: 2.26591e-05 | val_loss: 2.32599e-05 | Time: 15696 ms [2020-11-10 02:43:59 main:574] : INFO : Epoch 192 | loss: 2.28923e-05 | val_loss: 2.31201e-05 | Time: 15670.7 ms [2020-11-10 02:43:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 2.31201e-05 [2020-11-10 02:43:59 main:603] : INFO : Saving end state to config to file [2020-11-10 02:43:59 main:608] : INFO : Success, exiting.. 02:43:59 (4360): 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)