Task 2868472
| Name | rand_automata_0093-1605109746-18660-0_1 |
| Workunit | 1293937 |
| Created | 11 Nov 2020, 15:49:10 UTC |
| Sent | 11 Nov 2020, 21:54:27 UTC |
| Report deadline | 19 Nov 2020, 21:54:27 UTC |
| Received | 12 Nov 2020, 2:04:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4439 |
| Run time | 1 hours 5 min 23 sec |
| CPU time | 1 hours 4 min 49 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,476.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.42 GB |
| Peak swap size | 2.53 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 750 Ti) [2020-11-11 19:58:27 main:435] : INFO : Set logging level to 1 [2020-11-11 19:58:27 main:441] : INFO : Running in BOINC Client mode [2020-11-11 19:58:27 main:444] : INFO : Resolving all filenames [2020-11-11 19:58:27 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0093-train-val-dataset.hdf5 (exists = 1) [2020-11-11 19:58:27 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0093-1605109746-18660-0_1_r1442000788_1 (exists = 0) [2020-11-11 19:58:27 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0093-1605109746-18660-0_1_r1442000788_0 (exists = 0) [2020-11-11 19:58:27 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-11 19:58:27 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 19:58:27 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0093-train-val-dataset.hdf5 [2020-11-11 19:58:27 main:474] : INFO : Configuration: [2020-11-11 19:58:27 main:475] : INFO : Model type: LSTM [2020-11-11 19:58:27 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 19:58:27 main:477] : INFO : Max Epochs: 192 [2020-11-11 19:58:27 main:478] : INFO : Batch Size: 32 [2020-11-11 19:58:27 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 19:58:27 main:480] : INFO : Patience: 10 [2020-11-11 19:58:27 main:481] : INFO : Hidden Width: 64 [2020-11-11 19:58:27 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 19:58:27 main:483] : INFO : # Backend Layers: 2 [2020-11-11 19:58:27 main:484] : INFO : # Threads: 1 [2020-11-11 19:58:27 main:486] : INFO : Preparing Dataset [2020-11-11 19:58:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0093-train-val-dataset.hdf5 into memory [2020-11-11 19:58:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0093-train-val-dataset.hdf5 into memory [2020-11-11 19:58:29 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 19:58:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0093-train-val-dataset.hdf5 into memory [2020-11-11 19:58:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0093-train-val-dataset.hdf5 into memory [2020-11-11 19:58:29 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 19:58:29 main:494] : INFO : Creating Model [2020-11-11 19:58:29 main:507] : INFO : Preparing config file [2020-11-11 19:58:29 main:519] : INFO : Creating new config file [2020-11-11 19:58:30 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 19:58:30 main:562] : INFO : Starting Training [2020-11-11 19:58:56 main:574] : INFO : Epoch 1 | loss: 0.0664336 | val_loss: 0.0661684 | Time: 25796 ms [2020-11-11 19:59:20 main:574] : INFO : Epoch 2 | loss: 0.0656335 | val_loss: 0.0649617 | Time: 24910.6 ms [2020-11-11 19:59:46 main:574] : INFO : Epoch 3 | loss: 0.0634791 | val_loss: 0.0616834 | Time: 25117.1 ms [2020-11-11 20:00:17 main:574] : INFO : Epoch 4 | loss: 0.059941 | val_loss: 0.0583535 | Time: 31125.4 ms [2020-11-11 20:00:46 main:574] : INFO : Epoch 5 | loss: 0.0573186 | val_loss: 0.0563927 | Time: 29391.9 ms [2020-11-11 20:01:15 main:574] : INFO : Epoch 6 | loss: 0.0555905 | val_loss: 0.0549182 | Time: 29276 ms [2020-11-11 20:01:41 main:574] : INFO : Epoch 7 | loss: 0.0541835 | val_loss: 0.0536165 | Time: 25829.5 ms [2020-11-11 20:02:06 main:574] : INFO : Epoch 8 | loss: 0.0528429 | val_loss: 0.0522789 | Time: 24974.8 ms [2020-11-11 20:02:32 main:574] : INFO : Epoch 9 | loss: 0.0515052 | val_loss: 0.0513113 | Time: 25323.3 ms [2020-11-11 20:02:56 main:574] : INFO : Epoch 10 | loss: 0.050068 | val_loss: 0.0496273 | Time: 24621.6 ms [2020-11-11 20:03:21 main:574] : INFO : Epoch 11 | loss: 0.0485164 | val_loss: 0.0479542 | Time: 24796.3 ms [2020-11-11 20:03:46 main:574] : INFO : Epoch 12 | loss: 0.0466824 | val_loss: 0.0461463 | Time: 24778.9 ms [2020-11-11 20:04:11 main:574] : INFO : Epoch 13 | loss: 0.0447298 | val_loss: 0.0442998 | Time: 25056.8 ms [2020-11-11 20:04:36 main:574] : INFO : Epoch 14 | loss: 0.0425017 | val_loss: 0.0422577 | Time: 25178.3 ms [2020-11-11 20:05:01 main:574] : INFO : Epoch 15 | loss: 0.0398803 | val_loss: 0.0391502 | Time: 24462.9 ms [2020-11-11 20:05:25 main:574] : INFO : Epoch 16 | loss: 0.0368049 | val_loss: 0.0362594 | Time: 24267.4 ms [2020-11-11 20:05:50 main:574] : INFO : Epoch 17 | loss: 0.0335731 | val_loss: 0.034026 | Time: 25223.9 ms [2020-11-11 20:06:15 main:574] : INFO : Epoch 18 | loss: 0.0297652 | val_loss: 0.0431925 | Time: 24496 ms [2020-11-11 20:06:40 main:574] : INFO : Epoch 19 | loss: 0.0295633 | val_loss: 0.0261634 | Time: 24823.9 ms [2020-11-11 20:07:04 main:574] : INFO : Epoch 20 | loss: 0.0239971 | val_loss: 0.0275688 | Time: 24886.7 ms [2020-11-11 20:07:29 main:574] : INFO : Epoch 21 | loss: 0.0279518 | val_loss: 0.0251323 | Time: 24920.1 ms [2020-11-11 20:07:54 main:574] : INFO : Epoch 22 | loss: 0.0539216 | val_loss: 0.0488585 | Time: 24744.4 ms [2020-11-11 20:08:19 main:574] : INFO : Epoch 23 | loss: 0.0331217 | val_loss: 0.0260449 | Time: 24815.4 ms [2020-11-11 20:08:44 main:574] : INFO : Epoch 24 | loss: 0.0226217 | val_loss: 0.0201691 | Time: 24836.7 ms [2020-11-11 20:09:10 main:574] : INFO : Epoch 25 | loss: 0.0343954 | val_loss: 0.0251795 | Time: 25818.5 ms [2020-11-11 20:09:35 main:574] : INFO : Epoch 26 | loss: 0.017739 | val_loss: 0.021915 | Time: 25591.6 ms [2020-11-11 20:10:01 main:574] : INFO : Epoch 27 | loss: 0.0157179 | val_loss: 0.0361693 | Time: 25634.9 ms [2020-11-11 20:10:27 main:574] : INFO : Epoch 28 | loss: 0.018673 | val_loss: 0.0133435 | Time: 26080.7 ms [2020-11-11 20:10:53 main:574] : INFO : Epoch 29 | loss: 0.0163781 | val_loss: 0.0138925 | Time: 26109.5 ms [2020-11-11 20:11:20 main:574] : INFO : Epoch 30 | loss: 0.0180599 | val_loss: 0.0161242 | Time: 27331.7 ms [2020-11-11 20:11:47 main:574] : INFO : Epoch 31 | loss: 0.0139101 | val_loss: 0.0136323 | Time: 26094.4 ms [2020-11-11 20:12:12 main:574] : INFO : Epoch 32 | loss: 0.0406755 | val_loss: 0.0573445 | Time: 25762.8 ms [2020-11-11 20:12:38 main:574] : INFO : Epoch 33 | loss: 0.0505171 | val_loss: 0.0413478 | Time: 25458.1 ms [2020-11-11 20:13:05 main:574] : INFO : Epoch 34 | loss: 0.0259345 | val_loss: 0.0166141 | Time: 26704.2 ms [2020-11-11 20:13:31 main:574] : INFO : Epoch 35 | loss: 0.043825 | val_loss: 0.0422539 | Time: 26169.5 ms [2020-11-11 20:13:57 main:574] : INFO : Epoch 36 | loss: 0.0236067 | val_loss: 0.0154986 | Time: 25816.6 ms [2020-11-11 20:14:22 main:574] : INFO : Epoch 37 | loss: 0.0126775 | val_loss: 0.011578 | Time: 25648 ms [2020-11-11 20:14:48 main:574] : INFO : Epoch 38 | loss: 0.0106206 | val_loss: 0.0108038 | Time: 25489.6 ms [2020-11-11 20:15:13 main:574] : INFO : Epoch 39 | loss: 0.00985753 | val_loss: 0.00982814 | Time: 25467.7 ms [2020-11-11 20:15:39 main:574] : INFO : Epoch 40 | loss: 0.00923453 | val_loss: 0.00951639 | Time: 25602.7 ms [2020-11-11 20:16:04 main:574] : INFO : Epoch 41 | loss: 0.0124267 | val_loss: 0.0118384 | Time: 25465.1 ms [2020-11-11 20:16:30 main:574] : INFO : Epoch 42 | loss: 0.034555 | val_loss: 0.047605 | Time: 25380.6 ms [2020-11-11 20:16:55 main:574] : INFO : Epoch 43 | loss: 0.0269491 | val_loss: 0.0167337 | Time: 25429.3 ms [2020-11-11 20:17:21 main:574] : INFO : Epoch 44 | loss: 0.0131616 | val_loss: 0.0123158 | Time: 25389.1 ms [2020-11-11 20:17:46 main:574] : INFO : Epoch 45 | loss: 0.0110351 | val_loss: 0.00974979 | Time: 25632.8 ms [2020-11-11 20:18:12 main:574] : INFO : Epoch 46 | loss: 0.00908841 | val_loss: 0.0109859 | Time: 25329.1 ms [2020-11-11 20:18:37 main:574] : INFO : Epoch 47 | loss: 0.00991859 | val_loss: 0.00982719 | Time: 25743.9 ms [2020-11-11 20:19:05 main:574] : INFO : Epoch 48 | loss: 0.00850031 | val_loss: 0.00829668 | Time: 27496.1 ms [2020-11-11 20:19:30 main:574] : INFO : Epoch 49 | loss: 0.00795941 | val_loss: 0.00798375 | Time: 25363.9 ms [2020-11-11 20:19:55 main:574] : INFO : Epoch 50 | loss: 0.00763202 | val_loss: 0.00758431 | Time: 24963.3 ms [2020-11-11 20:20:20 main:574] : INFO : Epoch 51 | loss: 0.00736284 | val_loss: 0.00734388 | Time: 25006.1 ms [2020-11-11 20:20:45 main:574] : INFO : Epoch 52 | loss: 0.00718534 | val_loss: 0.00714213 | Time: 24897.1 ms [2020-11-11 20:21:10 main:574] : INFO : Epoch 53 | loss: 0.00694467 | val_loss: 0.00693415 | Time: 24933.9 ms [2020-11-11 20:21:35 main:574] : INFO : Epoch 54 | loss: 0.00675456 | val_loss: 0.00673297 | Time: 25047.9 ms [2020-11-11 20:22:00 main:574] : INFO : Epoch 55 | loss: 0.00657588 | val_loss: 0.00654818 | Time: 25083.2 ms [2020-11-11 20:22:25 main:574] : INFO : Epoch 56 | loss: 0.00640398 | val_loss: 0.00637842 | Time: 25051.6 ms [2020-11-11 20:22:51 main:574] : INFO : Epoch 57 | loss: 0.00623776 | val_loss: 0.00620907 | Time: 25272.9 ms [2020-11-11 20:23:15 main:574] : INFO : Epoch 58 | loss: 0.00607678 | val_loss: 0.00604389 | Time: 24890.5 ms [2020-11-11 20:23:41 main:574] : INFO : Epoch 59 | loss: 0.00591705 | val_loss: 0.00588613 | Time: 25051.2 ms [2020-11-11 20:24:06 main:574] : INFO : Epoch 60 | loss: 0.00576137 | val_loss: 0.00572795 | Time: 25102.6 ms [2020-11-11 20:24:30 main:574] : INFO : Epoch 61 | loss: 0.00560935 | val_loss: 0.00557843 | Time: 24756.9 ms [2020-11-11 20:24:55 main:574] : INFO : Epoch 62 | loss: 0.00545838 | val_loss: 0.00542615 | Time: 24852.4 ms [2020-11-11 20:25:20 main:574] : INFO : Epoch 63 | loss: 0.00530918 | val_loss: 0.00527655 | Time: 25000.3 ms [2020-11-11 20:25:45 main:574] : INFO : Epoch 64 | loss: 0.00516281 | val_loss: 0.00512813 | Time: 25025.4 ms [2020-11-11 20:26:10 main:574] : INFO : Epoch 65 | loss: 0.00501973 | val_loss: 0.00497913 | Time: 25136.6 ms [2020-11-11 20:26:36 main:574] : INFO : Epoch 66 | loss: 0.00487677 | val_loss: 0.00483758 | Time: 25108.1 ms [2020-11-11 20:27:00 main:574] : INFO : Epoch 67 | loss: 0.00473403 | val_loss: 0.0046953 | Time: 24832.8 ms [2020-11-11 20:27:25 main:574] : INFO : Epoch 68 | loss: 0.00459484 | val_loss: 0.00455638 | Time: 24685.1 ms [2020-11-11 20:27:50 main:574] : INFO : Epoch 69 | loss: 0.0044569 | val_loss: 0.00441551 | Time: 25077 ms [2020-11-11 20:28:16 main:574] : INFO : Epoch 70 | loss: 0.0043212 | val_loss: 0.00428187 | Time: 26020.4 ms [2020-11-11 20:28:41 main:574] : INFO : Epoch 71 | loss: 0.00419285 | val_loss: 0.0041494 | Time: 25188.6 ms [2020-11-11 20:29:06 main:574] : INFO : Epoch 72 | loss: 0.00405602 | val_loss: 0.0040122 | Time: 24812.2 ms [2020-11-11 20:29:31 main:574] : INFO : Epoch 73 | loss: 0.00392175 | val_loss: 0.00388239 | Time: 24889.5 ms [2020-11-11 20:29:56 main:574] : INFO : Epoch 74 | loss: 0.00379495 | val_loss: 0.00375965 | Time: 24846.3 ms [2020-11-11 20:30:21 main:574] : INFO : Epoch 75 | loss: 0.00366939 | val_loss: 0.00363062 | Time: 24611.7 ms [2020-11-11 20:30:46 main:574] : INFO : Epoch 76 | loss: 0.00354573 | val_loss: 0.00350802 | Time: 25049.4 ms [2020-11-11 20:31:11 main:574] : INFO : Epoch 77 | loss: 0.00342488 | val_loss: 0.00338502 | Time: 24978.2 ms [2020-11-11 20:31:36 main:574] : INFO : Epoch 78 | loss: 0.00330681 | val_loss: 0.00326846 | Time: 24909.5 ms [2020-11-11 20:32:01 main:574] : INFO : Epoch 79 | loss: 0.003191 | val_loss: 0.00315443 | Time: 24878.5 ms [2020-11-11 20:32:26 main:574] : INFO : Epoch 80 | loss: 0.00307749 | val_loss: 0.00304024 | Time: 25037.4 ms [2020-11-11 20:32:50 main:574] : INFO : Epoch 81 | loss: 0.00296757 | val_loss: 0.00292853 | Time: 24536.4 ms [2020-11-11 20:33:15 main:574] : INFO : Epoch 82 | loss: 0.00285918 | val_loss: 0.00282044 | Time: 24884.4 ms [2020-11-11 20:33:40 main:574] : INFO : Epoch 83 | loss: 0.00275418 | val_loss: 0.00271315 | Time: 25112.3 ms [2020-11-11 20:34:05 main:574] : INFO : Epoch 84 | loss: 0.00265224 | val_loss: 0.00261423 | Time: 24662 ms [2020-11-11 20:34:29 main:574] : INFO : Epoch 85 | loss: 0.00255414 | val_loss: 0.00251312 | Time: 24586.4 ms [2020-11-11 20:34:54 main:574] : INFO : Epoch 86 | loss: 0.00245646 | val_loss: 0.0024192 | Time: 24815 ms [2020-11-11 20:35:19 main:574] : INFO : Epoch 87 | loss: 0.00236359 | val_loss: 0.0023283 | Time: 25127.6 ms [2020-11-11 20:35:44 main:574] : INFO : Epoch 88 | loss: 0.00227352 | val_loss: 0.00223629 | Time: 24849.1 ms [2020-11-11 20:36:08 main:574] : INFO : Epoch 89 | loss: 0.00218724 | val_loss: 0.00215238 | Time: 23467.5 ms [2020-11-11 20:36:24 main:574] : INFO : Epoch 90 | loss: 0.00210337 | val_loss: 0.00206906 | Time: 15907.9 ms [2020-11-11 20:36:41 main:574] : INFO : Epoch 91 | loss: 0.00202255 | val_loss: 0.00198579 | Time: 17339.5 ms [2020-11-11 20:36:58 main:574] : INFO : Epoch 92 | loss: 0.00194405 | val_loss: 0.00191141 | Time: 16689.8 ms [2020-11-11 20:37:14 main:574] : INFO : Epoch 93 | loss: 0.00186816 | val_loss: 0.00183612 | Time: 16406.4 ms [2020-11-11 20:37:30 main:574] : INFO : Epoch 94 | loss: 0.00179577 | val_loss: 0.00176266 | Time: 16006.7 ms [2020-11-11 20:37:47 main:574] : INFO : Epoch 95 | loss: 0.00172642 | val_loss: 0.00169417 | Time: 16395.8 ms [2020-11-11 20:38:03 main:574] : INFO : Epoch 96 | loss: 0.00165926 | val_loss: 0.00162783 | Time: 15990.1 ms [2020-11-11 20:38:19 main:574] : INFO : Epoch 97 | loss: 0.00159392 | val_loss: 0.00156832 | Time: 16049.6 ms [2020-11-11 20:38:35 main:574] : INFO : Epoch 98 | loss: 0.00153266 | val_loss: 0.00150574 | Time: 16093.9 ms [2020-11-11 20:38:51 main:574] : INFO : Epoch 99 | loss: 0.00147292 | val_loss: 0.00144713 | Time: 16222.6 ms [2020-11-11 20:39:07 main:574] : INFO : Epoch 100 | loss: 0.00141671 | val_loss: 0.00139045 | Time: 16287.8 ms [2020-11-11 20:39:23 main:574] : INFO : Epoch 101 | loss: 0.00136057 | val_loss: 0.00133577 | Time: 15843.1 ms [2020-11-11 20:39:39 main:574] : INFO : Epoch 102 | loss: 0.00130948 | val_loss: 0.0012808 | Time: 15853.8 ms [2020-11-11 20:39:55 main:574] : INFO : Epoch 103 | loss: 0.00125891 | val_loss: 0.00123452 | Time: 15887 ms [2020-11-11 20:40:12 main:574] : INFO : Epoch 104 | loss: 0.00121092 | val_loss: 0.00118764 | Time: 16969.6 ms [2020-11-11 20:40:29 main:574] : INFO : Epoch 105 | loss: 0.00116394 | val_loss: 0.00114144 | Time: 16558.4 ms [2020-11-11 20:40:45 main:574] : INFO : Epoch 106 | loss: 0.00111981 | val_loss: 0.00110007 | Time: 16294.2 ms [2020-11-11 20:41:01 main:574] : INFO : Epoch 107 | loss: 0.00107711 | val_loss: 0.00105386 | Time: 15857.4 ms [2020-11-11 20:41:18 main:574] : INFO : Epoch 108 | loss: 0.00103596 | val_loss: 0.00101737 | Time: 17327.4 ms [2020-11-11 20:41:34 main:574] : INFO : Epoch 109 | loss: 0.000995852 | val_loss: 0.000977673 | Time: 16372.1 ms [2020-11-11 20:41:52 main:574] : INFO : Epoch 110 | loss: 0.000957712 | val_loss: 0.000939111 | Time: 17652.1 ms [2020-11-11 20:42:08 main:574] : INFO : Epoch 111 | loss: 0.000921102 | val_loss: 0.000902522 | Time: 15861.8 ms [2020-11-11 20:42:24 main:574] : INFO : Epoch 112 | loss: 0.00088563 | val_loss: 0.000866058 | Time: 15881.3 ms [2020-11-11 20:42:40 main:574] : INFO : Epoch 113 | loss: 0.000851558 | val_loss: 0.000833486 | Time: 15860.5 ms [2020-11-11 20:42:56 main:574] : INFO : Epoch 114 | loss: 0.000818808 | val_loss: 0.000803604 | Time: 15898.1 ms [2020-11-11 20:43:12 main:574] : INFO : Epoch 115 | loss: 0.000787019 | val_loss: 0.00077065 | Time: 15858.5 ms [2020-11-11 20:43:27 main:574] : INFO : Epoch 116 | loss: 0.000756162 | val_loss: 0.000739407 | Time: 15852 ms [2020-11-11 20:43:43 main:574] : INFO : Epoch 117 | loss: 0.000727556 | val_loss: 0.000709875 | Time: 15879.8 ms [2020-11-11 20:44:00 main:574] : INFO : Epoch 118 | loss: 0.000698418 | val_loss: 0.000681502 | Time: 16539.8 ms [2020-11-11 20:44:17 main:574] : INFO : Epoch 119 | loss: 0.000670801 | val_loss: 0.000654841 | Time: 17218 ms [2020-11-11 20:44:34 main:574] : INFO : Epoch 120 | loss: 0.000644005 | val_loss: 0.000630545 | Time: 16616.1 ms [2020-11-11 20:44:50 main:574] : INFO : Epoch 121 | loss: 0.00061874 | val_loss: 0.000607202 | Time: 16573 ms [2020-11-11 20:45:07 main:574] : INFO : Epoch 122 | loss: 0.000595605 | val_loss: 0.00058903 | Time: 16480.3 ms [2020-11-11 20:45:23 main:574] : INFO : Epoch 123 | loss: 0.000573113 | val_loss: 0.000562421 | Time: 16560.9 ms [2020-11-11 20:45:39 main:574] : INFO : Epoch 124 | loss: 0.000551383 | val_loss: 0.000542591 | Time: 16137.5 ms [2020-11-11 20:45:56 main:574] : INFO : Epoch 125 | loss: 0.000531209 | val_loss: 0.000519451 | Time: 16634.3 ms [2020-11-11 20:46:13 main:574] : INFO : Epoch 126 | loss: 0.000511343 | val_loss: 0.000503059 | Time: 16916.6 ms [2020-11-11 20:46:29 main:574] : INFO : Epoch 127 | loss: 0.00049352 | val_loss: 0.000485101 | Time: 16256.1 ms [2020-11-11 20:46:46 main:574] : INFO : Epoch 128 | loss: 0.000475994 | val_loss: 0.000465917 | Time: 16448.6 ms [2020-11-11 20:47:02 main:574] : INFO : Epoch 129 | loss: 0.00045914 | val_loss: 0.000450683 | Time: 16420.1 ms [2020-11-11 20:47:19 main:574] : INFO : Epoch 130 | loss: 0.000443183 | val_loss: 0.000433925 | Time: 17225 ms [2020-11-11 20:47:36 main:574] : INFO : Epoch 131 | loss: 0.000427539 | val_loss: 0.000420812 | Time: 16694.8 ms [2020-11-11 20:47:52 main:574] : INFO : Epoch 132 | loss: 0.00041363 | val_loss: 0.000406007 | Time: 15973.1 ms [2020-11-11 20:48:08 main:574] : INFO : Epoch 133 | loss: 0.000399512 | val_loss: 0.00039166 | Time: 15865.5 ms [2020-11-11 20:48:24 main:574] : INFO : Epoch 134 | loss: 0.000385887 | val_loss: 0.000378483 | Time: 15853.2 ms [2020-11-11 20:48:40 main:574] : INFO : Epoch 135 | loss: 0.000373009 | val_loss: 0.000368282 | Time: 15858.7 ms [2020-11-11 20:48:56 main:574] : INFO : Epoch 136 | loss: 0.000361677 | val_loss: 0.000355095 | Time: 15872.3 ms [2020-11-11 20:49:12 main:574] : INFO : Epoch 137 | loss: 0.000349685 | val_loss: 0.000343336 | Time: 15858.8 ms [2020-11-11 20:49:27 main:574] : INFO : Epoch 138 | loss: 0.000339433 | val_loss: 0.000333321 | Time: 15859.2 ms [2020-11-11 20:49:43 main:574] : INFO : Epoch 139 | loss: 0.000327558 | val_loss: 0.000322873 | Time: 15835.4 ms [2020-11-11 20:49:59 main:574] : INFO : Epoch 140 | loss: 0.00031819 | val_loss: 0.000311461 | Time: 15832.8 ms [2020-11-11 20:50:15 main:574] : INFO : Epoch 141 | loss: 0.000308581 | val_loss: 0.000304689 | Time: 15878.2 ms [2020-11-11 20:50:31 main:574] : INFO : Epoch 142 | loss: 0.000299229 | val_loss: 0.000292942 | Time: 15844 ms [2020-11-11 20:50:47 main:574] : INFO : Epoch 143 | loss: 0.00028947 | val_loss: 0.000285028 | Time: 15848.8 ms [2020-11-11 20:51:03 main:574] : INFO : Epoch 144 | loss: 0.000281747 | val_loss: 0.000278675 | Time: 15851.4 ms [2020-11-11 20:51:18 main:574] : INFO : Epoch 145 | loss: 0.00027336 | val_loss: 0.000269535 | Time: 15862.1 ms [2020-11-11 20:51:34 main:574] : INFO : Epoch 146 | loss: 0.000266119 | val_loss: 0.000264562 | Time: 15843.9 ms [2020-11-11 20:51:50 main:574] : INFO : Epoch 147 | loss: 0.000258543 | val_loss: 0.00025288 | Time: 15829.3 ms [2020-11-11 20:52:06 main:574] : INFO : Epoch 148 | loss: 0.000251393 | val_loss: 0.000247557 | Time: 15832.1 ms [2020-11-11 20:52:22 main:574] : INFO : Epoch 149 | loss: 0.000244607 | val_loss: 0.000240573 | Time: 15874.8 ms [2020-11-11 20:52:38 main:574] : INFO : Epoch 150 | loss: 0.00023748 | val_loss: 0.000234732 | Time: 15865.5 ms [2020-11-11 20:52:54 main:574] : INFO : Epoch 151 | loss: 0.000231826 | val_loss: 0.000226745 | Time: 15827.8 ms [2020-11-11 20:53:09 main:574] : INFO : Epoch 152 | loss: 0.000225533 | val_loss: 0.000221273 | Time: 15851.9 ms [2020-11-11 20:53:25 main:574] : INFO : Epoch 153 | loss: 0.000219636 | val_loss: 0.000216723 | Time: 15853 ms [2020-11-11 20:53:41 main:574] : INFO : Epoch 154 | loss: 0.000214148 | val_loss: 0.000209519 | Time: 15839.5 ms [2020-11-11 20:53:57 main:574] : INFO : Epoch 155 | loss: 0.00020874 | val_loss: 0.000207672 | Time: 15854.2 ms [2020-11-11 20:54:13 main:574] : INFO : Epoch 156 | loss: 0.000203942 | val_loss: 0.000198956 | Time: 15858.6 ms [2020-11-11 20:54:29 main:574] : INFO : Epoch 157 | loss: 0.000198337 | val_loss: 0.00019678 | Time: 15864.7 ms [2020-11-11 20:54:45 main:574] : INFO : Epoch 158 | loss: 0.00019452 | val_loss: 0.000193934 | Time: 15850.6 ms [2020-11-11 20:55:01 main:574] : INFO : Epoch 159 | loss: 0.000189918 | val_loss: 0.000186926 | Time: 15824.2 ms [2020-11-11 20:55:16 main:574] : INFO : Epoch 160 | loss: 0.000185099 | val_loss: 0.000182166 | Time: 15854.6 ms [2020-11-11 20:55:32 main:574] : INFO : Epoch 161 | loss: 0.000180792 | val_loss: 0.000179317 | Time: 15843.4 ms [2020-11-11 20:55:48 main:574] : INFO : Epoch 162 | loss: 0.000177373 | val_loss: 0.000175918 | Time: 15832.9 ms [2020-11-11 20:56:04 main:574] : INFO : Epoch 163 | loss: 0.000173627 | val_loss: 0.000171399 | Time: 15851.7 ms [2020-11-11 20:56:20 main:574] : INFO : Epoch 164 | loss: 0.000169559 | val_loss: 0.000168052 | Time: 16071.6 ms [2020-11-11 20:56:36 main:574] : INFO : Epoch 165 | loss: 0.000165983 | val_loss: 0.000165721 | Time: 15809.6 ms [2020-11-11 20:56:52 main:574] : INFO : Epoch 166 | loss: 0.000162419 | val_loss: 0.000162836 | Time: 15681.5 ms [2020-11-11 20:57:07 main:574] : INFO : Epoch 167 | loss: 0.000159383 | val_loss: 0.000158106 | Time: 15687.3 ms [2020-11-11 20:57:23 main:574] : INFO : Epoch 168 | loss: 0.000156222 | val_loss: 0.000155798 | Time: 15676.9 ms [2020-11-11 20:57:39 main:574] : INFO : Epoch 169 | loss: 0.000153159 | val_loss: 0.000152574 | Time: 15813.3 ms [2020-11-11 20:57:55 main:574] : INFO : Epoch 170 | loss: 0.000150098 | val_loss: 0.000148394 | Time: 15862.6 ms [2020-11-11 20:58:10 main:574] : INFO : Epoch 171 | loss: 0.000146897 | val_loss: 0.00014592 | Time: 15824 ms [2020-11-11 20:58:26 main:574] : INFO : Epoch 172 | loss: 0.000144368 | val_loss: 0.000143616 | Time: 15860 ms [2020-11-11 20:58:42 main:574] : INFO : Epoch 173 | loss: 0.00014178 | val_loss: 0.000142238 | Time: 15852.8 ms [2020-11-11 20:58:58 main:574] : INFO : Epoch 174 | loss: 0.000138954 | val_loss: 0.000137151 | Time: 15864.2 ms [2020-11-11 20:59:14 main:574] : INFO : Epoch 175 | loss: 0.000136453 | val_loss: 0.000136741 | Time: 15837 ms [2020-11-11 20:59:30 main:574] : INFO : Epoch 176 | loss: 0.000133726 | val_loss: 0.000134373 | Time: 15869.9 ms [2020-11-11 20:59:46 main:574] : INFO : Epoch 177 | loss: 0.000132414 | val_loss: 0.00013442 | Time: 15871.1 ms [2020-11-11 21:00:02 main:574] : INFO : Epoch 178 | loss: 0.000130078 | val_loss: 0.000129823 | Time: 15853.9 ms [2020-11-11 21:00:17 main:574] : INFO : Epoch 179 | loss: 0.000127808 | val_loss: 0.00012745 | Time: 15862.6 ms [2020-11-11 21:00:33 main:574] : INFO : Epoch 180 | loss: 0.000125103 | val_loss: 0.000125328 | Time: 15847.1 ms [2020-11-11 21:00:49 main:574] : INFO : Epoch 181 | loss: 0.000123257 | val_loss: 0.000122689 | Time: 15862.1 ms [2020-11-11 21:01:05 main:574] : INFO : Epoch 182 | loss: 0.000121144 | val_loss: 0.000120046 | Time: 15847.2 ms [2020-11-11 21:01:21 main:574] : INFO : Epoch 183 | loss: 0.000118871 | val_loss: 0.000120126 | Time: 15863.7 ms [2020-11-11 21:01:37 main:574] : INFO : Epoch 184 | loss: 0.000117411 | val_loss: 0.000118822 | Time: 15854.8 ms [2020-11-11 21:01:53 main:574] : INFO : Epoch 185 | loss: 0.000115372 | val_loss: 0.000116214 | Time: 15869.1 ms [2020-11-11 21:02:09 main:574] : INFO : Epoch 186 | loss: 0.000113544 | val_loss: 0.000114066 | Time: 15871.2 ms [2020-11-11 21:02:24 main:574] : INFO : Epoch 187 | loss: 0.000111948 | val_loss: 0.000112169 | Time: 15886.9 ms [2020-11-11 21:02:40 main:574] : INFO : Epoch 188 | loss: 0.00011053 | val_loss: 0.00010888 | Time: 15847.6 ms [2020-11-11 21:02:56 main:574] : INFO : Epoch 189 | loss: 0.000108776 | val_loss: 0.000109125 | Time: 15867.6 ms [2020-11-11 21:03:12 main:574] : INFO : Epoch 190 | loss: 0.000106762 | val_loss: 0.000106398 | Time: 15852.4 ms [2020-11-11 21:03:28 main:574] : INFO : Epoch 191 | loss: 0.000105234 | val_loss: 0.000104517 | Time: 15845 ms [2020-11-11 21:03:44 main:574] : INFO : Epoch 192 | loss: 0.00010387 | val_loss: 0.000104613 | Time: 15868.2 ms [2020-11-11 21:03:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000104613 [2020-11-11 21:03:44 main:603] : INFO : Saving end state to config to file [2020-11-11 21:03:44 main:608] : INFO : Success, exiting.. 21:03:44 (6932): 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)